diff --git a/.travis.yml b/.travis.yml index 9683c710..ee6b575e 100644 --- a/.travis.yml +++ b/.travis.yml @@ -4,7 +4,7 @@ python: # Setup anaconda before_install: - - if [ ${TRAVIS_PYTHON_VERSION:0:1} == "2" ]; then wget http://repo.continuum.io/miniconda/Miniconda-3.3.0-Linux-x86_64.sh -O miniconda.sh; else wget http://repo.continuum.io/miniconda/Miniconda3-3.3.0-Linux-x86_64.sh -O miniconda.sh; fi + - if [ ${TRAVIS_PYTHON_VERSION:0:1} == "2" ]; then wget http://repo.continuum.io/miniconda/Miniconda-3.8.3-Linux-x86_64.sh -O miniconda.sh; else wget http://repo.continuum.io/miniconda/Miniconda3-3.8.3-Linux-x86_64.sh -O miniconda.sh; fi - chmod +x miniconda.sh - ./miniconda.sh -b - export PATH=/home/travis/anaconda/bin:/home/travis/miniconda/bin:$PATH @@ -35,3 +35,4 @@ notifications: email: - rowanc1@gmail.com - sgkang09@gmail.com + - lindseyheagy@gmail.com diff --git a/simpegPF/BaseMag.py b/simpegPF/BaseMag.py index a70f255f..2aacc9c4 100644 --- a/simpegPF/BaseMag.py +++ b/simpegPF/BaseMag.py @@ -1,6 +1,6 @@ from SimPEG import Maps, Survey, Utils, np, sp from scipy.constants import mu_0 - +import re class BaseMagSurvey(Survey.BaseSurvey): """Base Magnetics Survey""" @@ -132,13 +132,364 @@ class BaseMagMap(Maps.IdentityMap): class WeightMap(Maps.IdentityMap): """Weighted Map for distributed parameters""" - def __init__(self, mesh, weight, **kwargs): - Maps.IdentityMap.__init__(self, mesh) - self.mesh = mesh + def __init__(self, nP, weight, **kwargs): + Maps.IdentityMap.__init__(self, nP) + self.mesh = None self.weight = weight - def _transform(self, m): + def _transform(self, m): return m*self.weight def deriv(self, m): - return Utils.sdiag(self.weight) \ No newline at end of file + return Utils.sdiag(self.weight) + + + + +def readUBCmagObs(obs_file): + + """ + Read and write UBC mag file format + + INPUT: + :param fileName, path to the UBC obs mag file + + OUTPUT: + :param dobs, observation in (x y z [data] [wd]) + :param B, primary field information (BI, BD, B0) + :param M, magnetization orentiaton (MI, MD) + + """ + + fid = open(obs_file,'r') + + # First line has the inclination,declination and amplitude of B0 + line = fid.readline() + B = np.array(line.split(),dtype=float) + + # Second line has the magnetization orientation and a flag + line = fid.readline() + M = np.array(line.split(),dtype=float) + + # Third line has the number of rows + line = fid.readline() + ndat = np.array(line.split(),dtype=int) + + # Pre-allocate space for obsx, obsy, obsz, data, uncert + line = fid.readline() + temp = np.array(line.split(),dtype=float) + + dobs = np.zeros((ndat,len(temp)), dtype=float) + + + for ii in range(ndat): + + dobs[ii,:] = np.array(line.split(),dtype=float) + line = fid.readline() + + return B, M, dobs + +def read_MAGfwr_inp(input_file): + + """Read input files for forward modeling MAG data with integral form + INPUT: + input_file: File name containing the forward parameter + + OUTPUT: + mshfile + obsfile + modfile + magfile + topofile + # All files should be in the working directory, otherwise the path must + # be specified. + + Created on Jul 17, 2013 + + @author: dominiquef + """ + + + fid = open(input_file,'r') + + line = fid.readline() + l_input = line.split('!') + mshfile = l_input[0].rstrip() + + line = fid.readline() + l_input = line.split('!') + obsfile = l_input[0].rstrip() + + line = fid.readline() + l_input = line.split('!') + modfile = l_input[0].rstrip() + + line = fid.readline() + l_input = line.split('!') + if l_input=='null': + magfile = [] + + else: + magfile = l_input[0].rstrip() + + + line = fid.readline() + l_input = line.split('!') + if l_input=='null': + topofile = [] + + else: + topofile = l_input[0].rstrip() + + return mshfile, obsfile, modfile, magfile, topofile + +def read_MAGinv_inp(input_file): + """Read input files for forward modeling MAG data with integral form + INPUT: + input_file: File name containing the forward parameter + + OUTPUT: + mshfile + obsfile + topofile + start model + ref model + mag model + weightfile + chi_target + as, ax ,ay, az + upper, lower bounds + lp, lqx, lqy, lqz + + # All files should be in the working directory, otherwise the path must + # be specified. + + Created on Dec 21th, 2015 + + @author: dominiquef + """ + + + fid = open(input_file,'r') + + # Line 1 + line = fid.readline() + l_input = line.split('!') + mshfile = l_input[0].rstrip() + + # Line 2 + line = fid.readline() + l_input = line.split('!') + obsfile = l_input[0].rstrip() + + # Line 3 + line = fid.readline() + l_input = re.split('[!\s]',line) + if l_input=='null': + topofile = [] + + else: + topofile = l_input[0].rstrip() + + + # Line 4 + line = fid.readline() + l_input = re.split('[!\s]',line) + if l_input[0]=='VALUE': + mstart = float(l_input[1]) + + else: + mstart = l_input[0].rstrip() + + # Line 5 + line = fid.readline() + l_input = re.split('[!\s]',line) + if l_input[0]=='VALUE': + mref = float(l_input[1]) + + else: + mref = l_input[0].rstrip() + + + # Line 6 + line = fid.readline() + l_input = re.split('[!\s]',line) + if l_input=='DEFAULT': + magfile = [] + + else: + magfile = l_input[0].rstrip() + + # Line 7 + line = fid.readline() + l_input = re.split('[!\s]',line) + if l_input=='DEFAULT': + wgtfile = [] + + else: + wgtfile = l_input[0].rstrip() + + # Line 8 + line = fid.readline() + l_input = re.split('[!\s]',line) + chi = float(l_input[0]) + + # Line 9 + line = fid.readline() + l_input = re.split('[!\s]',line) + val = np.array(l_input[0:4]) + alphas = val.astype(np.float) + + # Line 10 + line = fid.readline() + l_input = re.split('[!\s]',line) + if l_input[0]=='VALUE': + val = np.array(l_input[1:3]) + bounds = val.astype(np.float) + + else: + bounds = l_input[0].rstrip() + + # Line 11 + line = fid.readline() + l_input = re.split('[!\s]',line) + if l_input[0]=='VALUE': + val = np.array(l_input[1:6]) + lpnorms = val.astype(np.float) + + else: + lpnorms = l_input[0].rstrip() + + return mshfile, obsfile, topofile, mstart, mref, magfile, wgtfile, chi, alphas, bounds, lpnorms + +def read_GOCAD_ts(tsfile): + """Read GOCAD triangulated surface (*.ts) file + INPUT: + tsfile: Triangulated surface + + OUTPUT: + vrts : Array of vertices in XYZ coordinates [n x 3] + trgl : Array of index for triangles [m x 3]. The order of the vertices + is important and describes the normal + n = cross( (P2 - P1 ) , (P3 - P1) ) + + + Created on Jan 13th, 2016 + + Author: @fourndo + """ + + + fid = open(tsfile,'r') + line = fid.readline() + + # Skip all the lines until the vertices + while re.match('TFACE',line)==None: + line = fid.readline() + + line = fid.readline() + vrtx = [] + + # Run down all the vertices and save in array + while re.match('VRTX',line): + l_input = re.split('[\s*]',line) + temp = np.array(l_input[2:5]) + vrtx.append(temp.astype(np.float)) + + # Read next line + line = fid.readline() + + vrtx = np.asarray(vrtx) + + # Skip lines to the triangles + while re.match('TRGL',line)==None: + line = fid.readline() + + # Run down the list of triangles + trgl = [] + + # Run down all the vertices and save in array + while re.match('TRGL',line): + l_input = re.split('[\s*]',line) + temp = np.array(l_input[1:4]) + trgl.append(temp.astype(np.int)) + + # Read next line + line = fid.readline() + + trgl = np.asarray(trgl) + + return vrtx, trgl + +def gocad2vtk(gcFile,mesh,bcflag,inflag): + """" + Function to read gocad polystructure file and output indexes of mesh with in the structure. + + """ + import vtk, vtk.util.numpy_support as npsup + + print "Reading GOCAD ts file..." + vrtx, trgl = read_GOCAD_ts(gcFile) + # Adjust the index + trgl = trgl - 1 + + # Make vtk pts + ptsvtk = vtk.vtkPoints() + ptsvtk.SetData(npsup.numpy_to_vtk(vrtx,deep=1)) + + # Make the polygon connection + polys = vtk.vtkCellArray() + for face in trgl: + poly = vtk.vtkPolygon() + poly.GetPointIds().SetNumberOfIds(len(face)) + for nrv, vert in enumerate(face): + poly.GetPointIds().SetId(nrv,vert) + polys.InsertNextCell(poly) + + # Make the polydata, structure of connections and vrtx + polyData = vtk.vtkPolyData() + polyData.SetPoints(ptsvtk) + polyData.SetPolys(polys) + + # Make implicit func + ImpDistFunc = vtk.vtkImplicitPolyDataDistance() + ImpDistFunc.SetInput(polyData) + + # Convert the mesh + vtkMesh = vtk.vtkRectilinearGrid() + vtkMesh.SetDimensions(mesh.nNx,mesh.nNy,mesh.nNz) + vtkMesh.SetXCoordinates(npsup.numpy_to_vtk(mesh.vectorNx,deep=1)) + vtkMesh.SetYCoordinates(npsup.numpy_to_vtk(mesh.vectorNy,deep=1)) + vtkMesh.SetZCoordinates(npsup.numpy_to_vtk(mesh.vectorNz,deep=1)) + # Add indexes + vtkInd = npsup.numpy_to_vtk(np.arange(mesh.nC),deep=1) + vtkInd.SetName('Index') + vtkMesh.GetCellData().AddArray(vtkInd) + + extractImpDistRectGridFilt = vtk.vtkExtractGeometry() # Object constructor + extractImpDistRectGridFilt.SetImplicitFunction(ImpDistFunc) # + extractImpDistRectGridFilt.SetInputData(vtkMesh) + + if bcflag is True: + extractImpDistRectGridFilt.ExtractBoundaryCellsOn() + + else: + extractImpDistRectGridFilt.ExtractBoundaryCellsOff() + + if inflag is True: + extractImpDistRectGridFilt.ExtractInsideOn() + + else: + extractImpDistRectGridFilt.ExtractInsideOff() + + print "Extracting indices from grid..." + # Executing the pipe + extractImpDistRectGridFilt.Update() + + # Get index inside + insideGrid = extractImpDistRectGridFilt.GetOutput() + insideGrid = npsup.vtk_to_numpy(insideGrid.GetCellData().GetArray('Index')) + + + # Return the indexes inside + return insideGrid \ No newline at end of file diff --git a/simpegPF/Dev/Archives/fwr_MAG_data.py b/simpegPF/Dev/Archives/fwr_MAG_data.py new file mode 100644 index 00000000..6bd3dbe1 --- /dev/null +++ b/simpegPF/Dev/Archives/fwr_MAG_data.py @@ -0,0 +1,95 @@ +def fwr_MAG_data(mesh,B,M,rxLoc,model,flag): + """ + Forward model magnetic data using integral equation + + INPUT: + xn, yn, zn = Mesh nodes location + B = Inducing field parameter [Binc, Bdecl, B0] + M = Magnetization matrix [Minc, Mdecl] + rxLox = Observation location informat [obsx, obsy, obsz] + model = Model associated with mesh + + OUTPUT: + dobs =Observation array in format [obsx, obsy, obsz, data] + + Created on Oct 7, 2015 + + @author: dominiquef + """ + + #%% + from SimPEG import np, Utils, sp, mkvc + from get_T_mat import get_T_mat + + + xn = mesh.vectorNx; + yn = mesh.vectorNy; + zn = mesh.vectorNz; + + mcell = (len(xn)-1) * (len(yn)-1) * (len(zn)-1) + + ndata = rxLoc.shape[0] + + # Convert declination from north to cartesian + Md = (450.-float(M[1]))%360. + + # Create magnetization matrix + mx = np.cos(np.deg2rad(M[0])) * np.cos(np.deg2rad(Md)) + my = np.cos(np.deg2rad(M[0])) * np.sin(np.deg2rad(Md)) + mz = np.sin(np.deg2rad(M[0])) + + Mx = Utils.sdiag(np.ones([mcell])*mx*B[2]) + My = Utils.sdiag(np.ones([mcell])*my*B[2]) + Mz = Utils.sdiag(np.ones([mcell])*mz*B[2]) + + #matplotlib.pyplot.spy(scipy.sparse.csr_matrix(Mx)) + #plt.show() + Mxyz = sp.vstack((Mx,My,Mz)); + + #%% Create TMI projector + + # Convert Bdecination from north to cartesian + D = (450.-float(B[1]))%360. + + Ptmi = mkvc(np.r_[np.cos(np.deg2rad(B[0]))*np.cos(np.deg2rad(D)),np.cos(np.deg2rad(B[0]))*np.sin(np.deg2rad(D)),np.sin(np.deg2rad(B[0]))],2).T; + + if flag=='tmi': + d = np.zeros(ndata) + + elif flag=='xyz': + d = np.zeros(int(3*ndata)) + + # Loop through all observations and create forward operator (ndata-by-mcell) + print "Begin forward modeling " +str(int(ndata)) + " data points..." + + # Add counter to dsiplay progress. Good for large problems + progress = -1; + for ii in range(ndata): + + tx, ty, tz = get_T_mat(xn,yn,zn,rxLoc[ii,:]) + Gxyz = np.vstack((tx,ty,tz))*Mxyz + + if flag=='xyz': + d[ii:ndata:] = mkvc(Gxyz.dot(model)) + + elif flag=='tmi': + d[ii] = Ptmi.dot(Gxyz.dot(model)) + + #%% + # Forward operator + + + d_iter = np.floor(float(ii)/float(ndata)*10.); + + if d_iter > progress: + + arg = "Done " + str(d_iter*10) + " %" + print arg + progress = d_iter; + + + print "Done 100% ...forward modeling completed!!\n" + + return d + + diff --git a/simpegPF/Dev/Archives/get_MAG_F.py b/simpegPF/Dev/Archives/get_MAG_F.py new file mode 100644 index 00000000..54172d71 --- /dev/null +++ b/simpegPF/Dev/Archives/get_MAG_F.py @@ -0,0 +1,132 @@ +def fwr_MAG_F(mesh,B,M,rxLoc,flag): + """ + Forward model magnetic data using integral equation + + INPUT: + mesh = Mesh in SimPEG format + B = Inducing field parameter [Binc, Bdecl, B0] + M = Magnetization information + [OPTIONS] + 1- [Minc, Mdecl] : Assumes uniform magnetization orientation + 2- [mx1,mx2,..., my1,...,mz1] : cell-based defined magnetization direction + 3- diag(M): Block diagonal matrix with [Mx, My, Mz] along the diagonal + + rxLox = Observation location informat [obsx, obsy, obsz] + + flag = 'tmi' | 'xyz' | 'full' + [OPTIONS] + 1- tmi : Magnetization direction used and data are projected onto the + inducing field direction F.shape([ndata, nc]) + + 2- xyz : Magnetization direction used and data are given in 3-components + F.shape([3*ndata, nc]) + + 3- full: Full tensor matrix stored with shape([3*ndata, 3*nc]) + + OUTPUT: + F = Linear forward modeling operation + + Created on Dec, 20th 2015 + + @author: dominiquef + """ + + #%% + from SimPEG import np, Utils, sp, mkvc + from get_T_mat import get_T_mat + + + xn = mesh.vectorNx; + yn = mesh.vectorNy; + zn = mesh.vectorNz; + + mcell = (len(xn)-1) * (len(yn)-1) * (len(zn)-1) + + ndata = rxLoc.shape[0] + + #%% Create TMI projector + + # Convert Bdecination from north to cartesian + D = (450.-float(B[1]))%360. + + Ptmi = mkvc(np.r_[np.cos(np.deg2rad(B[0]))*np.cos(np.deg2rad(D)), + np.cos(np.deg2rad(B[0]))*np.sin(np.deg2rad(D)), + np.sin(np.deg2rad(B[0]))],2).T; + + # Pre-allocate space + if flag=='tmi' | flag == 'xyz': + + # If assumes uniform magnetization direction + if len(M) == 2: + + # Convert declination from north to cartesian + Md = (450.-float(M[1]))%360. + + # Create magnetization matrix + mx = np.cos(np.deg2rad(M[0])) * np.cos(np.deg2rad(Md)) + my = np.cos(np.deg2rad(M[0])) * np.sin(np.deg2rad(Md)) + mz = np.sin(np.deg2rad(M[0])) + + Mx = Utils.sdiag(np.ones([mcell])*mx*B[2]) + My = Utils.sdiag(np.ones([mcell])*my*B[2]) + Mz = Utils.sdiag(np.ones([mcell])*mz*B[2]) + + Mxyz = sp.vstack((Mx,My,Mz)); + + # Otherwise if given a vector 3*ncells + elif len(M) == mesh.nC * 3: + + Mxyz = sp.spdiags(M,0,mesh.nC * 3,mesh.nC * 3) + + if flag == 'tmi': + F = np.zeros((ndata, mesh.nC)) + + elif flag == 'xyz': + F = np.zeros((int(3*ndata), mesh.nC)) + + elif flag == 'full': + F = np.zeros((int(3*ndata), int(3*mesh.nC))) + + else: + print """Flag must be either 'tmi' | 'xyz' | 'full', please revised""" + return + + + # Loop through all observations and create forward operator (ndata-by-mcell) + print "Begin calculation of forward operator: " + flag + + # Add counter to dsiplay progress. Good for large problems + progress = -1; + for ii in range(ndata): + + tx, ty, tz = get_T_mat(xn,yn,zn,rxLoc[ii,:]) + + if flag=='tmi': + F[ii,:] = Ptmi.dot(np.vstack((tx,ty,tz)))*Mxyz + + elif flag == 'xyz': + F[ii,:] = tx*Mxyz + F[ii+ndata,:] = ty*Mxyz + F[ii+2*ndata,:] = tz*Mxyz + + elif flag == 'full': + F[ii,:] = tx + F[ii+ndata,:] = ty + F[ii+2*ndata,:] = tz + + + # Display progress + counter = np.floor(float(ii)/float(ndata)*10.); + + if counter > progress: + + arg = "Done " + str(counter*10) + " %" + print arg + progress = counter; + + + print "Done 100% ...forward modeling completed!!\n" + + return F + + diff --git a/simpegPF/Dev/Archives/get_T_mat.py b/simpegPF/Dev/Archives/get_T_mat.py new file mode 100644 index 00000000..3b710892 --- /dev/null +++ b/simpegPF/Dev/Archives/get_T_mat.py @@ -0,0 +1,133 @@ +''' +Created on Sep 27, 2015 + +@author: dominiquef +''' +def get_T_mat(xn,yn,zn,rxLoc): + """ + Load in the nodes of a tensor mesh and computes the magnetic tensor + for a given observation location [obsx, obsy, obsz] + OUTPUT: + Tx = [Txx Txy Txz] + Ty = [Tyx Tyy Tyz] + Tz = [Tzx Tzy Tzz] + + where each elements have dimension 1-by-mcell. + Only the upper half 5 elements have to be computed since symetric. + Currently done as for-loops but will eventually be changed to vector + indexing, once the topography has been figured out. + """ + + from SimPEG import np, mkvc + + ncx = len(xn)-1 + ncy = len(yn)-1 + ncz = len(zn)-1 + + mcell = ncx*ncy*ncz + + # Pre-allocate space for 1D array + Tx = np.zeros((1,3*mcell)) + Ty = np.zeros((1,3*mcell)) + Tz = np.zeros((1,3*mcell)) + + yn2,xn2,zn2 = np.meshgrid(yn[1:], xn[1:], zn[1:]) + yn1,xn1,zn1 = np.meshgrid(yn[0:ncy], xn[0:ncx], zn[0:ncz]) + + yn2 = mkvc(yn2) + yn1 = mkvc(yn1) + + zn2 = mkvc(zn2) + zn1 = mkvc(zn1) + + xn2 = mkvc(xn2) + xn1 = mkvc(xn1) + #%% + #============================================================================== + + + dz2 = rxLoc[2] - zn1; + dz1 = rxLoc[2] - zn2; + + + dy2 = yn2 - rxLoc[1]; + dy1 = yn1 - rxLoc[1]; + + + dx2 = xn2 - rxLoc[0]; + dx1 = xn1 - rxLoc[0]; + + R1 = ( dy2**2 + dx2**2 ); + R2 = ( dy2**2 + dx1**2 ); + R3 = ( dy1**2 + dx2**2 ); + R4 = ( dy1**2 + dx1**2 ); + + + arg1 = np.sqrt( dz2**2 + R2 ); + arg2 = np.sqrt( dz2**2 + R1 ); + arg3 = np.sqrt( dz1**2 + R1 ); + arg4 = np.sqrt( dz1**2 + R2 ); + arg5 = np.sqrt( dz2**2 + R3 ); + arg6 = np.sqrt( dz2**2 + R4 ); + arg7 = np.sqrt( dz1**2 + R4 ); + arg8 = np.sqrt( dz1**2 + R3 ); + + + + Tx[0,0:mcell] = np.arctan2( dy1 * dz2 , ( dx2 * arg5 ) ) +\ + - np.arctan2( dy2 * dz2 , ( dx2 * arg2 ) ) +\ + np.arctan2( dy2 * dz1 , ( dx2 * arg3 ) ) +\ + - np.arctan2( dy1 * dz1 , ( dx2 * arg8 ) ) +\ + np.arctan2( dy2 * dz2 , ( dx1 * arg1 ) ) +\ + - np.arctan2( dy1 * dz2 , ( dx1 * arg6 ) ) +\ + np.arctan2( dy1 * dz1 , ( dx1 * arg7 ) ) +\ + - np.arctan2( dy2 * dz1 , ( dx1 * arg4 ) ); + + + Ty[0,0:mcell] = np.log( ( dz2 + arg2 ) / (dz1 + arg3 ) ) +\ + -np.log( ( dz2 + arg1 ) / (dz1 + arg4 ) ) +\ + np.log( ( dz2 + arg6 ) / (dz1 + arg7 ) ) +\ + -np.log( ( dz2 + arg5 ) / (dz1 + arg8 ) ); + + Ty[0,mcell:2*mcell] = np.arctan2( dx1 * dz2 , ( dy2 * arg1 ) ) +\ + - np.arctan2( dx2 * dz2 , ( dy2 * arg2 ) ) +\ + np.arctan2( dx2 * dz1 , ( dy2 * arg3 ) ) +\ + - np.arctan2( dx1 * dz1 , ( dy2 * arg4 ) ) +\ + np.arctan2( dx2 * dz2 , ( dy1 * arg5 ) ) +\ + - np.arctan2( dx1 * dz2 , ( dy1 * arg6 ) ) +\ + np.arctan2( dx1 * dz1 , ( dy1 * arg7 ) ) +\ + - np.arctan2( dx2 * dz1 , ( dy1 * arg8 ) ); + + R1 = (dy2**2 + dz1**2); + R2 = (dy2**2 + dz2**2); + R3 = (dy1**2 + dz1**2); + R4 = (dy1**2 + dz2**2); + + Ty[0,2*mcell:] = np.log( ( dx1 + np.sqrt( dx1**2 + R1 ) ) / (dx2 + np.sqrt( dx2**2 + R1 ) ) ) +\ + -np.log( ( dx1 + np.sqrt( dx1**2 + R2 ) ) / (dx2 + np.sqrt( dx2**2 + R2 ) ) ) +\ + np.log( ( dx1 + np.sqrt( dx1**2 + R4 ) ) / (dx2 + np.sqrt( dx2**2 + R4 ) ) ) +\ + -np.log( ( dx1 + np.sqrt( dx1**2 + R3 ) ) / (dx2 + np.sqrt( dx2**2 + R3 ) ) ); + + R1 = (dx2**2 + dz1**2); + R2 = (dx2**2 + dz2**2); + R3 = (dx1**2 + dz1**2); + R4 = (dx1**2 + dz2**2); + + Tx[0,2*mcell:] = np.log( ( dy1 + np.sqrt( dy1**2 + R1 ) ) / (dy2 + np.sqrt( dy2**2 + R1 ) ) ) +\ + -np.log( ( dy1 + np.sqrt( dy1**2 + R2 ) ) / (dy2 + np.sqrt( dy2**2 + R2 ) ) ) +\ + np.log( ( dy1 + np.sqrt( dy1**2 + R4 ) ) / (dy2 + np.sqrt( dy2**2 + R4 ) ) ) +\ + -np.log( ( dy1 + np.sqrt( dy1**2 + R3 ) ) / (dy2 + np.sqrt( dy2**2 + R3 ) ) ); + + Tz[0,2*mcell:] = -( Ty[0,mcell:2*mcell] + Tx[0,0:mcell] ); + Tz[0,mcell:2*mcell] = Ty[0,2*mcell:]; + Tx[0,mcell:2*mcell] = Ty[0,0:mcell]; + Tz[0,0:mcell] = Tx[0,2*mcell:]; + + + + Tx = Tx/(4*np.pi); + Ty = Ty/(4*np.pi); + Tz = Tz/(4*np.pi); + + + return Tx,Ty,Tz diff --git a/simpegPF/Dev/Archives/get_UBC_mesh.py b/simpegPF/Dev/Archives/get_UBC_mesh.py new file mode 100644 index 00000000..ebdbbbac --- /dev/null +++ b/simpegPF/Dev/Archives/get_UBC_mesh.py @@ -0,0 +1,117 @@ +''' +Created on Jul 17, 2013 + +@author: dominiquef +''' +def get_UBC_mesh(meshfile): + """ Read UBC mesh file and extract parameters + Works for the condenced version (20 * 3) --> [20 20 20] """ + + fid = open(meshfile,'r') + from numpy import zeros + + # Go through the log file and extract data and the last achieved misfit + for ii in range (1, 6): + + line = fid.readline() + line = line.split(' ') + + # First line: number of cells in i, j, k + if ii == 1: + + numcell=[] + + for jj in range(len(line)): + t = int(line[jj]) + numcell.append(t) + + nX = numcell[0] + nY = numcell[1] + nZ = numcell[2] + # Second line: origin coordinate (X,Y,Z) + elif ii==2: + + origin = [] + + for jj in range(len(line)): + t = float(line[jj]) + origin.append(t) + + + # Other lines for the xn, yn, zn (nodes location) + elif ii==3: + + xn=zeros((nX+1,1), dtype=float) + xn[0] = origin[0] + + count_entry = 0; + count = 0; + while (count3: + + data[ii] = line[3] + + if len(line)>4: + + unct[ii] = line[4] + + + + return Decl, Incl, B0, Mdec, Minc, obsx, obsy, obsz, data, unct \ No newline at end of file diff --git a/simpegPF/Dev/Archives/read_MAGfwr_inp.py b/simpegPF/Dev/Archives/read_MAGfwr_inp.py new file mode 100644 index 00000000..3f2453a6 --- /dev/null +++ b/simpegPF/Dev/Archives/read_MAGfwr_inp.py @@ -0,0 +1,52 @@ +def read_MAGfwr_inp(input_file): + """Read input files for forward modeling MAG data with integral form + INPUT: + input_file: File name containing the forward parameter + + OUTPUT: + mshfile + obsfile + modfile + magfile + topofile + # All files should be in the working directory, otherwise the path must + # be specified. + + Created on Jul 17, 2013 + + @author: dominiquef + """ + + + fid = open(input_file,'r') + + line = fid.readline() + l_input = line.split('!') + mshfile = l_input[0].rstrip() + + line = fid.readline() + l_input = line.split('!') + obsfile = l_input[0].rstrip() + + line = fid.readline() + l_input = line.split('!') + modfile = l_input[0].rstrip() + + line = fid.readline() + l_input = line.split('!') + if l_input=='null': + magfile = [] + + else: + magfile = l_input[0].rstrip() + + + line = fid.readline() + l_input = line.split('!') + if l_input=='null': + topofile = [] + + else: + topofile = l_input[0].rstrip() + + return mshfile, obsfile, modfile, magfile, topofile \ No newline at end of file diff --git a/simpegPF/Dev/FWR_data.dat b/simpegPF/Dev/FWR_data.dat new file mode 100644 index 00000000..40994f4a --- /dev/null +++ b/simpegPF/Dev/FWR_data.dat @@ -0,0 +1,628 @@ + 45.00 315.00 50000.00 +-45.00 135.00 1.00 +625 +-5.000000e-01 -5.000000e-01 5.500000e-01 1.659610e+02 0.000000e+00 +-5.000000e-01 -4.583330e-01 5.500000e-01 1.925379e+02 0.000000e+00 +-5.000000e-01 -4.166670e-01 5.500000e-01 2.226649e+02 0.000000e+00 +-5.000000e-01 -3.750000e-01 5.500000e-01 2.563686e+02 0.000000e+00 +-5.000000e-01 -3.333330e-01 5.500000e-01 2.934733e+02 0.000000e+00 +-5.000000e-01 -2.916670e-01 5.500000e-01 3.335430e+02 0.000000e+00 +-5.000000e-01 -2.500000e-01 5.500000e-01 3.758360e+02 0.000000e+00 +-5.000000e-01 -2.083330e-01 5.500000e-01 4.192739e+02 0.000000e+00 +-5.000000e-01 -1.666670e-01 5.500000e-01 4.624569e+02 0.000000e+00 +-5.000000e-01 -1.250000e-01 5.500000e-01 5.037297e+02 0.000000e+00 +-5.000000e-01 -8.333330e-02 5.500000e-01 5.412899e+02 0.000000e+00 +-5.000000e-01 -4.166670e-02 5.500000e-01 5.733527e+02 0.000000e+00 +-5.000000e-01 0.000000e+00 5.500000e-01 5.983312e+02 0.000000e+00 +-5.000000e-01 4.166670e-02 5.500000e-01 6.150115e+02 0.000000e+00 +-5.000000e-01 8.333330e-02 5.500000e-01 6.226869e+02 0.000000e+00 +-5.000000e-01 1.250000e-01 5.500000e-01 6.212256e+02 0.000000e+00 +-5.000000e-01 1.666670e-01 5.500000e-01 6.110607e+02 0.000000e+00 +-5.000000e-01 2.083330e-01 5.500000e-01 5.931098e+02 0.000000e+00 +-5.000000e-01 2.500000e-01 5.500000e-01 5.686407e+02 0.000000e+00 +-5.000000e-01 2.916670e-01 5.500000e-01 5.391186e+02 0.000000e+00 +-5.000000e-01 3.333330e-01 5.500000e-01 5.060557e+02 0.000000e+00 +-5.000000e-01 3.750000e-01 5.500000e-01 4.708825e+02 0.000000e+00 +-5.000000e-01 4.166670e-01 5.500000e-01 4.348657e+02 0.000000e+00 +-5.000000e-01 4.583330e-01 5.500000e-01 3.990553e+02 0.000000e+00 +-5.000000e-01 5.000000e-01 5.500000e-01 3.642665e+02 0.000000e+00 +-4.583330e-01 -5.000000e-01 5.500000e-01 1.399730e+02 0.000000e+00 +-4.583330e-01 -4.583330e-01 5.500000e-01 1.662941e+02 0.000000e+00 +-4.583330e-01 -4.166670e-01 5.500000e-01 1.969125e+02 0.000000e+00 +-4.583330e-01 -3.750000e-01 5.500000e-01 2.320584e+02 0.000000e+00 +-4.583330e-01 -3.333330e-01 5.500000e-01 2.717511e+02 0.000000e+00 +-4.583330e-01 -2.916670e-01 5.500000e-01 3.157134e+02 0.000000e+00 +-4.583330e-01 -2.500000e-01 5.500000e-01 3.632921e+02 0.000000e+00 +-4.583330e-01 -2.083330e-01 5.500000e-01 4.133901e+02 0.000000e+00 +-4.583330e-01 -1.666670e-01 5.500000e-01 4.644542e+02 0.000000e+00 +-4.583330e-01 -1.250000e-01 5.500000e-01 5.145281e+02 0.000000e+00 +-4.583330e-01 -8.333330e-02 5.500000e-01 5.613715e+02 0.000000e+00 +-4.583330e-01 -4.166670e-02 5.500000e-01 6.026655e+02 0.000000e+00 +-4.583330e-01 0.000000e+00 5.500000e-01 6.362552e+02 0.000000e+00 +-4.583330e-01 4.166670e-02 5.500000e-01 6.604000e+02 0.000000e+00 +-4.583330e-01 8.333330e-02 5.500000e-01 6.739783e+02 0.000000e+00 +-4.583330e-01 1.250000e-01 5.500000e-01 6.766057e+02 0.000000e+00 +-4.583330e-01 1.666670e-01 5.500000e-01 6.686444e+02 0.000000e+00 +-4.583330e-01 2.083330e-01 5.500000e-01 6.511099e+02 0.000000e+00 +-4.583330e-01 2.500000e-01 5.500000e-01 6.254994e+02 0.000000e+00 +-4.583330e-01 2.916670e-01 5.500000e-01 5.935890e+02 0.000000e+00 +-4.583330e-01 3.333330e-01 5.500000e-01 5.572309e+02 0.000000e+00 +-4.583330e-01 3.750000e-01 5.500000e-01 5.181837e+02 0.000000e+00 +-4.583330e-01 4.166670e-01 5.500000e-01 4.780006e+02 0.000000e+00 +-4.583330e-01 4.583330e-01 5.500000e-01 4.379623e+02 0.000000e+00 +-4.583330e-01 5.000000e-01 5.500000e-01 3.990553e+02 0.000000e+00 +-4.166670e-01 -5.000000e-01 5.500000e-01 1.038361e+02 0.000000e+00 +-4.166670e-01 -4.583330e-01 5.500000e-01 1.284713e+02 0.000000e+00 +-4.166670e-01 -4.166670e-01 5.500000e-01 1.581213e+02 0.000000e+00 +-4.166670e-01 -3.750000e-01 5.500000e-01 1.932949e+02 0.000000e+00 +-4.166670e-01 -3.333330e-01 5.500000e-01 2.343043e+02 0.000000e+00 +-4.166670e-01 -2.916670e-01 5.500000e-01 2.811460e+02 0.000000e+00 +-4.166670e-01 -2.500000e-01 5.500000e-01 3.333759e+02 0.000000e+00 +-4.166670e-01 -2.083330e-01 5.500000e-01 3.899878e+02 0.000000e+00 +-4.166670e-01 -1.666670e-01 5.500000e-01 4.493508e+02 0.000000e+00 +-4.166670e-01 -1.250000e-01 5.500000e-01 5.092308e+02 0.000000e+00 +-4.166670e-01 -8.333330e-02 5.500000e-01 5.669068e+02 0.000000e+00 +-4.166670e-01 -4.166670e-02 5.500000e-01 6.194160e+02 0.000000e+00 +-4.166670e-01 0.000000e+00 5.500000e-01 6.638734e+02 0.000000e+00 +-4.166670e-01 4.166670e-02 5.500000e-01 6.978235e+02 0.000000e+00 +-4.166670e-01 8.333330e-02 5.500000e-01 7.195477e+02 0.000000e+00 +-4.166670e-01 1.250000e-01 5.500000e-01 7.282611e+02 0.000000e+00 +-4.166670e-01 1.666670e-01 5.500000e-01 7.241600e+02 0.000000e+00 +-4.166670e-01 2.083330e-01 5.500000e-01 7.083199e+02 0.000000e+00 +-4.166670e-01 2.500000e-01 5.500000e-01 6.824792e+02 0.000000e+00 +-4.166670e-01 2.916670e-01 5.500000e-01 6.487701e+02 0.000000e+00 +-4.166670e-01 3.333330e-01 5.500000e-01 6.094492e+02 0.000000e+00 +-4.166670e-01 3.750000e-01 5.500000e-01 5.666701e+02 0.000000e+00 +-4.166670e-01 4.166670e-01 5.500000e-01 5.223335e+02 0.000000e+00 +-4.166670e-01 4.583330e-01 5.500000e-01 4.780006e+02 0.000000e+00 +-4.166670e-01 5.000000e-01 5.500000e-01 4.348657e+02 0.000000e+00 +-3.750000e-01 -5.000000e-01 5.500000e-01 5.615031e+01 0.000000e+00 +-3.750000e-01 -4.583330e-01 5.500000e-01 7.722713e+01 0.000000e+00 +-3.750000e-01 -4.166670e-01 5.500000e-01 1.039189e+02 0.000000e+00 +-3.750000e-01 -3.750000e-01 5.500000e-01 1.370930e+02 0.000000e+00 +-3.750000e-01 -3.333330e-01 5.500000e-01 1.774689e+02 0.000000e+00 +-3.750000e-01 -2.916670e-01 5.500000e-01 2.254638e+02 0.000000e+00 +-3.750000e-01 -2.500000e-01 5.500000e-01 2.810098e+02 0.000000e+00 +-3.750000e-01 -2.083330e-01 5.500000e-01 3.433596e+02 0.000000e+00 +-3.750000e-01 -1.666670e-01 5.500000e-01 4.109431e+02 0.000000e+00 +-3.750000e-01 -1.250000e-01 5.500000e-01 4.813258e+02 0.000000e+00 +-3.750000e-01 -8.333330e-02 5.500000e-01 5.512986e+02 0.000000e+00 +-3.750000e-01 -4.166670e-02 5.500000e-01 6.171524e+02 0.000000e+00 +-3.750000e-01 0.000000e+00 5.500000e-01 6.750879e+02 0.000000e+00 +-3.750000e-01 4.166670e-02 5.500000e-01 7.216991e+02 0.000000e+00 +-3.750000e-01 8.333330e-02 5.500000e-01 7.544267e+02 0.000000e+00 +-3.750000e-01 1.250000e-01 5.500000e-01 7.718762e+02 0.000000e+00 +-3.750000e-01 1.666670e-01 5.500000e-01 7.739304e+02 0.000000e+00 +-3.750000e-01 2.083330e-01 5.500000e-01 7.616511e+02 0.000000e+00 +-3.750000e-01 2.500000e-01 5.500000e-01 7.370097e+02 0.000000e+00 +-3.750000e-01 2.916670e-01 5.500000e-01 7.025352e+02 0.000000e+00 +-3.750000e-01 3.333330e-01 5.500000e-01 6.609554e+02 0.000000e+00 +-3.750000e-01 3.750000e-01 5.500000e-01 6.148941e+02 0.000000e+00 +-3.750000e-01 4.166670e-01 5.500000e-01 5.666701e+02 0.000000e+00 +-3.750000e-01 4.583330e-01 5.500000e-01 5.181837e+02 0.000000e+00 +-3.750000e-01 5.000000e-01 5.500000e-01 4.708825e+02 0.000000e+00 +-3.333330e-01 -5.000000e-01 5.500000e-01 -4.169920e+00 0.000000e+00 +-3.333330e-01 -4.583330e-01 5.500000e-01 1.103644e+01 0.000000e+00 +-3.333330e-01 -4.166670e-01 5.500000e-01 3.222871e+01 0.000000e+00 +-3.333330e-01 -3.750000e-01 5.500000e-01 6.070809e+01 0.000000e+00 +-3.333330e-01 -3.333330e-01 5.500000e-01 9.772515e+01 0.000000e+00 +-3.333330e-01 -2.916670e-01 5.500000e-01 1.442910e+02 0.000000e+00 +-3.333330e-01 -2.500000e-01 5.500000e-01 2.009307e+02 0.000000e+00 +-3.333330e-01 -2.083330e-01 5.500000e-01 2.673914e+02 0.000000e+00 +-3.333330e-01 -1.666670e-01 5.500000e-01 3.423827e+02 0.000000e+00 +-3.333330e-01 -1.250000e-01 5.500000e-01 4.234266e+02 0.000000e+00 +-3.333330e-01 -8.333330e-02 5.500000e-01 5.068778e+02 0.000000e+00 +-3.333330e-01 -4.166670e-02 5.500000e-01 5.882076e+02 0.000000e+00 +-3.333330e-01 0.000000e+00 5.500000e-01 6.625068e+02 0.000000e+00 +-3.333330e-01 4.166670e-02 5.500000e-01 7.251376e+02 0.000000e+00 +-3.333330e-01 8.333330e-02 5.500000e-01 7.723872e+02 0.000000e+00 +-3.333330e-01 1.250000e-01 5.500000e-01 8.019647e+02 0.000000e+00 +-3.333330e-01 1.666670e-01 5.500000e-01 8.132252e+02 0.000000e+00 +-3.333330e-01 2.083330e-01 5.500000e-01 8.070913e+02 0.000000e+00 +-3.333330e-01 2.500000e-01 5.500000e-01 7.857293e+02 0.000000e+00 +-3.333330e-01 2.916670e-01 5.500000e-01 7.520911e+02 0.000000e+00 +-3.333330e-01 3.333330e-01 5.500000e-01 7.094415e+02 0.000000e+00 +-3.333330e-01 3.750000e-01 5.500000e-01 6.609554e+02 0.000000e+00 +-3.333330e-01 4.166670e-01 5.500000e-01 6.094492e+02 0.000000e+00 +-3.333330e-01 4.583330e-01 5.500000e-01 5.572309e+02 0.000000e+00 +-3.333330e-01 5.000000e-01 5.500000e-01 5.060557e+02 0.000000e+00 +-2.916670e-01 -5.000000e-01 5.500000e-01 -7.767438e+01 0.000000e+00 +-2.916670e-01 -4.583330e-01 5.500000e-01 -7.102407e+01 0.000000e+00 +-2.916670e-01 -4.166670e-01 5.500000e-01 -5.837249e+01 0.000000e+00 +-2.916670e-01 -3.750000e-01 5.500000e-01 -3.792517e+01 0.000000e+00 +-2.916670e-01 -3.333330e-01 5.500000e-01 -7.781858e+00 0.000000e+00 +-2.916670e-01 -2.916670e-01 5.500000e-01 3.385111e+01 0.000000e+00 +-2.916670e-01 -2.500000e-01 5.500000e-01 8.834796e+01 0.000000e+00 +-2.916670e-01 -2.083330e-01 5.500000e-01 1.562561e+02 0.000000e+00 +-2.916670e-01 -1.666670e-01 5.500000e-01 2.368767e+02 0.000000e+00 +-2.916670e-01 -1.250000e-01 5.500000e-01 3.279459e+02 0.000000e+00 +-2.916670e-01 -8.333330e-02 5.500000e-01 4.255242e+02 0.000000e+00 +-2.916670e-01 -4.166670e-02 5.500000e-01 5.242448e+02 0.000000e+00 +-2.916670e-01 0.000000e+00 5.500000e-01 6.179042e+02 0.000000e+00 +-2.916670e-01 4.166670e-02 5.500000e-01 7.003158e+02 0.000000e+00 +-2.916670e-01 8.333330e-02 5.500000e-01 7.662304e+02 0.000000e+00 +-2.916670e-01 1.250000e-01 5.500000e-01 8.120893e+02 0.000000e+00 +-2.916670e-01 1.666670e-01 5.500000e-01 8.364217e+02 0.000000e+00 +-2.916670e-01 2.083330e-01 5.500000e-01 8.398215e+02 0.000000e+00 +-2.916670e-01 2.500000e-01 5.500000e-01 8.245677e+02 0.000000e+00 +-2.916670e-01 2.916670e-01 5.500000e-01 7.940381e+02 0.000000e+00 +-2.916670e-01 3.333330e-01 5.500000e-01 7.520911e+02 0.000000e+00 +-2.916670e-01 3.750000e-01 5.500000e-01 7.025352e+02 0.000000e+00 +-2.916670e-01 4.166670e-01 5.500000e-01 6.487701e+02 0.000000e+00 +-2.916670e-01 4.583330e-01 5.500000e-01 5.935890e+02 0.000000e+00 +-2.916670e-01 5.000000e-01 5.500000e-01 5.391186e+02 0.000000e+00 +-2.500000e-01 -5.000000e-01 5.500000e-01 -1.641466e+02 0.000000e+00 +-2.500000e-01 -4.583330e-01 5.500000e-01 -1.689640e+02 0.000000e+00 +-2.500000e-01 -4.166670e-01 5.500000e-01 -1.682414e+02 0.000000e+00 +-2.500000e-01 -3.750000e-01 5.500000e-01 -1.596604e+02 0.000000e+00 +-2.500000e-01 -3.333330e-01 5.500000e-01 -1.405745e+02 0.000000e+00 +-2.500000e-01 -2.916670e-01 5.500000e-01 -1.082258e+02 0.000000e+00 +-2.500000e-01 -2.500000e-01 5.500000e-01 -6.011465e+01 0.000000e+00 +-2.500000e-01 -2.083330e-01 5.500000e-01 5.466449e+00 0.000000e+00 +-2.500000e-01 -1.666670e-01 5.500000e-01 8.881283e+01 0.000000e+00 +-2.500000e-01 -1.250000e-01 5.500000e-01 1.882470e+02 0.000000e+00 +-2.500000e-01 -8.333330e-02 5.500000e-01 2.997921e+02 0.000000e+00 +-2.500000e-01 -4.166670e-02 5.500000e-01 4.173135e+02 0.000000e+00 +-2.500000e-01 0.000000e+00 5.500000e-01 5.331703e+02 0.000000e+00 +-2.500000e-01 4.166670e-02 5.500000e-01 6.392994e+02 0.000000e+00 +-2.500000e-01 8.333330e-02 5.500000e-01 7.284767e+02 0.000000e+00 +-2.500000e-01 1.250000e-01 5.500000e-01 7.954200e+02 0.000000e+00 +-2.500000e-01 1.666670e-01 5.500000e-01 8.374473e+02 0.000000e+00 +-2.500000e-01 2.083330e-01 5.500000e-01 8.545583e+02 0.000000e+00 +-2.500000e-01 2.500000e-01 5.500000e-01 8.490077e+02 0.000000e+00 +-2.500000e-01 2.916670e-01 5.500000e-01 8.245677e+02 0.000000e+00 +-2.500000e-01 3.333330e-01 5.500000e-01 7.857293e+02 0.000000e+00 +-2.500000e-01 3.750000e-01 5.500000e-01 7.370097e+02 0.000000e+00 +-2.500000e-01 4.166670e-01 5.500000e-01 6.824792e+02 0.000000e+00 +-2.500000e-01 4.583330e-01 5.500000e-01 6.254994e+02 0.000000e+00 +-2.500000e-01 5.000000e-01 5.500000e-01 5.686407e+02 0.000000e+00 +-2.083330e-01 -5.000000e-01 5.500000e-01 -2.623794e+02 0.000000e+00 +-2.083330e-01 -4.583330e-01 5.500000e-01 -2.815633e+02 0.000000e+00 +-2.083330e-01 -4.166670e-01 5.500000e-01 -2.962328e+02 0.000000e+00 +-2.083330e-01 -3.750000e-01 5.500000e-01 -3.035530e+02 0.000000e+00 +-2.083330e-01 -3.333330e-01 5.500000e-01 -3.000746e+02 0.000000e+00 +-2.083330e-01 -2.916670e-01 5.500000e-01 -2.819276e+02 0.000000e+00 +-2.083330e-01 -2.500000e-01 5.500000e-01 -2.452270e+02 0.000000e+00 +-2.083330e-01 -2.083330e-01 5.500000e-01 -1.867276e+02 0.000000e+00 +-2.083330e-01 -1.666670e-01 5.500000e-01 -1.046762e+02 0.000000e+00 +-2.083330e-01 -1.250000e-01 5.500000e-01 3.133342e-01 0.000000e+00 +-2.083330e-01 -8.333330e-02 5.500000e-01 1.246108e+02 0.000000e+00 +-2.083330e-01 -4.166670e-02 5.500000e-01 2.615022e+02 0.000000e+00 +-2.083330e-01 0.000000e+00 5.500000e-01 4.018488e+02 0.000000e+00 +-2.083330e-01 4.166670e-02 5.500000e-01 5.354153e+02 0.000000e+00 +-2.083330e-01 8.333330e-02 5.500000e-01 6.525430e+02 0.000000e+00 +-2.083330e-01 1.250000e-01 5.500000e-01 7.457119e+02 0.000000e+00 +-2.083330e-01 1.666670e-01 5.500000e-01 8.105656e+02 0.000000e+00 +-2.083330e-01 2.083330e-01 5.500000e-01 8.461699e+02 0.000000e+00 +-2.083330e-01 2.500000e-01 5.500000e-01 8.545583e+02 0.000000e+00 +-2.083330e-01 2.916670e-01 5.500000e-01 8.398215e+02 0.000000e+00 +-2.083330e-01 3.333330e-01 5.500000e-01 8.070913e+02 0.000000e+00 +-2.083330e-01 3.750000e-01 5.500000e-01 7.616511e+02 0.000000e+00 +-2.083330e-01 4.166670e-01 5.500000e-01 7.083199e+02 0.000000e+00 +-2.083330e-01 4.583330e-01 5.500000e-01 6.511099e+02 0.000000e+00 +-2.083330e-01 5.000000e-01 5.500000e-01 5.931098e+02 0.000000e+00 +-1.666670e-01 -5.000000e-01 5.500000e-01 -3.700392e+02 0.000000e+00 +-1.666670e-01 -4.583330e-01 5.500000e-01 -4.061587e+02 0.000000e+00 +-1.666670e-01 -4.166670e-01 5.500000e-01 -4.393757e+02 0.000000e+00 +-1.666670e-01 -3.750000e-01 5.500000e-01 -4.663861e+02 0.000000e+00 +-1.666670e-01 -3.333330e-01 5.500000e-01 -4.829339e+02 0.000000e+00 +-1.666670e-01 -2.916670e-01 5.500000e-01 -4.839507e+02 0.000000e+00 +-1.666670e-01 -2.500000e-01 5.500000e-01 -4.639656e+02 0.000000e+00 +-1.666670e-01 -2.083330e-01 5.500000e-01 -4.178600e+02 0.000000e+00 +-1.666670e-01 -1.666670e-01 5.500000e-01 -3.419595e+02 0.000000e+00 +-1.666670e-01 -1.250000e-01 5.500000e-01 -2.352828e+02 0.000000e+00 +-1.666670e-01 -8.333330e-02 5.500000e-01 -1.006223e+02 0.000000e+00 +-1.666670e-01 -4.166670e-02 5.500000e-01 5.505002e+01 0.000000e+00 +-1.666670e-01 0.000000e+00 5.500000e-01 2.211632e+02 0.000000e+00 +-1.666670e-01 4.166670e-02 5.500000e-01 3.851058e+02 0.000000e+00 +-1.666670e-01 8.333330e-02 5.500000e-01 5.343693e+02 0.000000e+00 +-1.666670e-01 1.250000e-01 5.500000e-01 6.586763e+02 0.000000e+00 +-1.666670e-01 1.666670e-01 5.500000e-01 7.514953e+02 0.000000e+00 +-1.666670e-01 2.083330e-01 5.500000e-01 8.105656e+02 0.000000e+00 +-1.666670e-01 2.500000e-01 5.500000e-01 8.374473e+02 0.000000e+00 +-1.666670e-01 2.916670e-01 5.500000e-01 8.364217e+02 0.000000e+00 +-1.666670e-01 3.333330e-01 5.500000e-01 8.132252e+02 0.000000e+00 +-1.666670e-01 3.750000e-01 5.500000e-01 7.739304e+02 0.000000e+00 +-1.666670e-01 4.166670e-01 5.500000e-01 7.241600e+02 0.000000e+00 +-1.666670e-01 4.583330e-01 5.500000e-01 6.686444e+02 0.000000e+00 +-1.666670e-01 5.000000e-01 5.500000e-01 6.110607e+02 0.000000e+00 +-1.250000e-01 -5.000000e-01 5.500000e-01 -4.836628e+02 0.000000e+00 +-1.250000e-01 -4.583330e-01 5.500000e-01 -5.386001e+02 0.000000e+00 +-1.250000e-01 -4.166670e-01 5.500000e-01 -5.927629e+02 0.000000e+00 +-1.250000e-01 -3.750000e-01 5.500000e-01 -6.424575e+02 0.000000e+00 +-1.250000e-01 -3.333330e-01 5.500000e-01 -6.826713e+02 0.000000e+00 +-1.250000e-01 -2.916670e-01 5.500000e-01 -7.071303e+02 0.000000e+00 +-1.250000e-01 -2.500000e-01 5.500000e-01 -7.086786e+02 0.000000e+00 +-1.250000e-01 -2.083330e-01 5.500000e-01 -6.800979e+02 0.000000e+00 +-1.250000e-01 -1.666670e-01 5.500000e-01 -6.154219e+02 0.000000e+00 +-1.250000e-01 -1.250000e-01 5.500000e-01 -5.115825e+02 0.000000e+00 +-1.250000e-01 -8.333330e-02 5.500000e-01 -3.700087e+02 0.000000e+00 +-1.250000e-01 -4.166670e-02 5.500000e-01 -1.975002e+02 0.000000e+00 +-1.250000e-01 0.000000e+00 5.500000e-01 -5.840902e+00 0.000000e+00 +-1.250000e-01 4.166670e-02 5.500000e-01 1.899420e+02 0.000000e+00 +-1.250000e-01 8.333330e-02 5.500000e-01 3.742149e+02 0.000000e+00 +-1.250000e-01 1.250000e-01 5.500000e-01 5.335157e+02 0.000000e+00 +-1.250000e-01 1.666670e-01 5.500000e-01 6.586763e+02 0.000000e+00 +-1.250000e-01 2.083330e-01 5.500000e-01 7.457119e+02 0.000000e+00 +-1.250000e-01 2.500000e-01 5.500000e-01 7.954200e+02 0.000000e+00 +-1.250000e-01 2.916670e-01 5.500000e-01 8.120893e+02 0.000000e+00 +-1.250000e-01 3.333330e-01 5.500000e-01 8.019647e+02 0.000000e+00 +-1.250000e-01 3.750000e-01 5.500000e-01 7.718762e+02 0.000000e+00 +-1.250000e-01 4.166670e-01 5.500000e-01 7.282611e+02 0.000000e+00 +-1.250000e-01 4.583330e-01 5.500000e-01 6.766057e+02 0.000000e+00 +-1.250000e-01 5.000000e-01 5.500000e-01 6.212256e+02 0.000000e+00 +-8.333330e-02 -5.000000e-01 5.500000e-01 -5.987970e+02 0.000000e+00 +-8.333330e-02 -4.583330e-01 5.500000e-01 -6.734053e+02 0.000000e+00 +-8.333330e-02 -4.166670e-01 5.500000e-01 -7.497117e+02 0.000000e+00 +-8.333330e-02 -3.750000e-01 5.500000e-01 -8.237273e+02 0.000000e+00 +-8.333330e-02 -3.333330e-01 5.500000e-01 -8.897772e+02 0.000000e+00 +-8.333330e-02 -2.916670e-01 5.500000e-01 -9.404575e+02 0.000000e+00 +-8.333330e-02 -2.500000e-01 5.500000e-01 -9.669552e+02 0.000000e+00 +-8.333330e-02 -2.083330e-01 5.500000e-01 -9.598952e+02 0.000000e+00 +-8.333330e-02 -1.666670e-01 5.500000e-01 -9.108369e+02 0.000000e+00 +-8.333330e-02 -1.250000e-01 5.500000e-01 -8.143000e+02 0.000000e+00 +-8.333330e-02 -8.333330e-02 5.500000e-01 -6.699127e+02 0.000000e+00 +-8.333330e-02 -4.166670e-02 5.500000e-01 -4.838447e+02 0.000000e+00 +-8.333330e-02 0.000000e+00 5.500000e-01 -2.687263e+02 0.000000e+00 +-8.333330e-02 4.166670e-02 5.500000e-01 -4.181249e+01 0.000000e+00 +-8.333330e-02 8.333330e-02 5.500000e-01 1.781171e+02 0.000000e+00 +-8.333330e-02 1.250000e-01 5.500000e-01 3.742149e+02 0.000000e+00 +-8.333330e-02 1.666670e-01 5.500000e-01 5.343693e+02 0.000000e+00 +-8.333330e-02 2.083330e-01 5.500000e-01 6.525430e+02 0.000000e+00 +-8.333330e-02 2.500000e-01 5.500000e-01 7.284767e+02 0.000000e+00 +-8.333330e-02 2.916670e-01 5.500000e-01 7.662304e+02 0.000000e+00 +-8.333330e-02 3.333330e-01 5.500000e-01 7.723872e+02 0.000000e+00 +-8.333330e-02 3.750000e-01 5.500000e-01 7.544267e+02 0.000000e+00 +-8.333330e-02 4.166670e-01 5.500000e-01 7.195477e+02 0.000000e+00 +-8.333330e-02 4.583330e-01 5.500000e-01 6.739783e+02 0.000000e+00 +-8.333330e-02 5.000000e-01 5.500000e-01 6.226869e+02 0.000000e+00 +-4.166670e-02 -5.000000e-01 5.500000e-01 -7.103443e+02 0.000000e+00 +-4.166670e-02 -4.583330e-01 5.500000e-01 -8.041995e+02 0.000000e+00 +-4.166670e-02 -4.166670e-01 5.500000e-01 -9.023120e+02 0.000000e+00 +-4.166670e-02 -3.750000e-01 5.500000e-01 -1.000488e+03 0.000000e+00 +-4.166670e-02 -3.333330e-01 5.500000e-01 -1.092510e+03 0.000000e+00 +-4.166670e-02 -2.916670e-01 5.500000e-01 -1.169994e+03 0.000000e+00 +-4.166670e-02 -2.500000e-01 5.500000e-01 -1.222630e+03 0.000000e+00 +-4.166670e-02 -2.083330e-01 5.500000e-01 -1.239032e+03 0.000000e+00 +-4.166670e-02 -1.666670e-01 5.500000e-01 -1.208360e+03 0.000000e+00 +-4.166670e-02 -1.250000e-01 5.500000e-01 -1.122677e+03 0.000000e+00 +-4.166670e-02 -8.333330e-02 5.500000e-01 -9.795960e+02 0.000000e+00 +-4.166670e-02 -4.166670e-02 5.500000e-01 -7.842856e+02 0.000000e+00 +-4.166670e-02 0.000000e+00 5.500000e-01 -5.497648e+02 0.000000e+00 +-4.166670e-02 4.166670e-02 5.500000e-01 -2.950744e+02 0.000000e+00 +-4.166670e-02 8.333330e-02 5.500000e-01 -4.181249e+01 0.000000e+00 +-4.166670e-02 1.250000e-01 5.500000e-01 1.899420e+02 0.000000e+00 +-4.166670e-02 1.666670e-01 5.500000e-01 3.851058e+02 0.000000e+00 +-4.166670e-02 2.083330e-01 5.500000e-01 5.354153e+02 0.000000e+00 +-4.166670e-02 2.500000e-01 5.500000e-01 6.392994e+02 0.000000e+00 +-4.166670e-02 2.916670e-01 5.500000e-01 7.003158e+02 0.000000e+00 +-4.166670e-02 3.333330e-01 5.500000e-01 7.251376e+02 0.000000e+00 +-4.166670e-02 3.750000e-01 5.500000e-01 7.216991e+02 0.000000e+00 +-4.166670e-02 4.166670e-01 5.500000e-01 6.978235e+02 0.000000e+00 +-4.166670e-02 4.583330e-01 5.500000e-01 6.604000e+02 0.000000e+00 +-4.166670e-02 5.000000e-01 5.500000e-01 6.150115e+02 0.000000e+00 +0.000000e+00 -5.000000e-01 5.500000e-01 -8.130400e+02 0.000000e+00 +0.000000e+00 -4.583330e-01 5.500000e-01 -9.243473e+02 0.000000e+00 +0.000000e+00 -4.166670e-01 5.500000e-01 -1.042257e+03 0.000000e+00 +0.000000e+00 -3.750000e-01 5.500000e-01 -1.162437e+03 0.000000e+00 +0.000000e+00 -3.333330e-01 5.500000e-01 -1.278261e+03 0.000000e+00 +0.000000e+00 -2.916670e-01 5.500000e-01 -1.380567e+03 0.000000e+00 +0.000000e+00 -2.500000e-01 5.500000e-01 -1.457834e+03 0.000000e+00 +0.000000e+00 -2.083330e-01 5.500000e-01 -1.497004e+03 0.000000e+00 +0.000000e+00 -1.666670e-01 5.500000e-01 -1.485203e+03 0.000000e+00 +0.000000e+00 -1.250000e-01 5.500000e-01 -1.412318e+03 0.000000e+00 +0.000000e+00 -8.333330e-02 5.500000e-01 -1.274044e+03 0.000000e+00 +0.000000e+00 -4.166670e-02 5.500000e-01 -1.074365e+03 0.000000e+00 +0.000000e+00 0.000000e+00 5.500000e-01 -8.262171e+02 0.000000e+00 +0.000000e+00 4.166670e-02 5.500000e-01 -5.497648e+02 0.000000e+00 +0.000000e+00 8.333330e-02 5.500000e-01 -2.687263e+02 0.000000e+00 +0.000000e+00 1.250000e-01 5.500000e-01 -5.840902e+00 0.000000e+00 +0.000000e+00 1.666670e-01 5.500000e-01 2.211632e+02 0.000000e+00 +0.000000e+00 2.083330e-01 5.500000e-01 4.018488e+02 0.000000e+00 +0.000000e+00 2.500000e-01 5.500000e-01 5.331703e+02 0.000000e+00 +0.000000e+00 2.916670e-01 5.500000e-01 6.179042e+02 0.000000e+00 +0.000000e+00 3.333330e-01 5.500000e-01 6.625068e+02 0.000000e+00 +0.000000e+00 3.750000e-01 5.500000e-01 6.750879e+02 0.000000e+00 +0.000000e+00 4.166670e-01 5.500000e-01 6.638734e+02 0.000000e+00 +0.000000e+00 4.583330e-01 5.500000e-01 6.362552e+02 0.000000e+00 +0.000000e+00 5.000000e-01 5.500000e-01 5.983312e+02 0.000000e+00 +4.166670e-02 -5.000000e-01 5.500000e-01 -9.020055e+02 0.000000e+00 +4.166670e-02 -4.583330e-01 5.500000e-01 -1.027700e+03 0.000000e+00 +4.166670e-02 -4.166670e-01 5.500000e-01 -1.161841e+03 0.000000e+00 +4.166670e-02 -3.750000e-01 5.500000e-01 -1.300004e+03 0.000000e+00 +4.166670e-02 -3.333330e-01 5.500000e-01 -1.435280e+03 0.000000e+00 +4.166670e-02 -2.916670e-01 5.500000e-01 -1.557970e+03 0.000000e+00 +4.166670e-02 -2.500000e-01 5.500000e-01 -1.655720e+03 0.000000e+00 +4.166670e-02 -2.083330e-01 5.500000e-01 -1.714316e+03 0.000000e+00 +4.166670e-02 -1.666670e-01 5.500000e-01 -1.719448e+03 0.000000e+00 +4.166670e-02 -1.250000e-01 5.500000e-01 -1.659416e+03 0.000000e+00 +4.166670e-02 -8.333330e-02 5.500000e-01 -1.528399e+03 0.000000e+00 +4.166670e-02 -4.166670e-02 5.500000e-01 -1.329234e+03 0.000000e+00 +4.166670e-02 0.000000e+00 5.500000e-01 -1.074365e+03 0.000000e+00 +4.166670e-02 4.166670e-02 5.500000e-01 -7.842856e+02 0.000000e+00 +4.166670e-02 8.333330e-02 5.500000e-01 -4.838447e+02 0.000000e+00 +4.166670e-02 1.250000e-01 5.500000e-01 -1.975002e+02 0.000000e+00 +4.166670e-02 1.666670e-01 5.500000e-01 5.505002e+01 0.000000e+00 +4.166670e-02 2.083330e-01 5.500000e-01 2.615022e+02 0.000000e+00 +4.166670e-02 2.500000e-01 5.500000e-01 4.173135e+02 0.000000e+00 +4.166670e-02 2.916670e-01 5.500000e-01 5.242448e+02 0.000000e+00 +4.166670e-02 3.333330e-01 5.500000e-01 5.882076e+02 0.000000e+00 +4.166670e-02 3.750000e-01 5.500000e-01 6.171524e+02 0.000000e+00 +4.166670e-02 4.166670e-01 5.500000e-01 6.194160e+02 0.000000e+00 +4.166670e-02 4.583330e-01 5.500000e-01 6.026655e+02 0.000000e+00 +4.166670e-02 5.000000e-01 5.500000e-01 5.733527e+02 0.000000e+00 +8.333330e-02 -5.000000e-01 5.500000e-01 -9.732772e+02 0.000000e+00 +8.333330e-02 -4.583330e-01 5.500000e-01 -1.109314e+03 0.000000e+00 +8.333330e-02 -4.166670e-01 5.500000e-01 -1.254929e+03 0.000000e+00 +8.333330e-02 -3.750000e-01 5.500000e-01 -1.405630e+03 0.000000e+00 +8.333330e-02 -3.333330e-01 5.500000e-01 -1.554349e+03 0.000000e+00 +8.333330e-02 -2.916670e-01 5.500000e-01 -1.691116e+03 0.000000e+00 +8.333330e-02 -2.500000e-01 5.500000e-01 -1.803178e+03 0.000000e+00 +8.333330e-02 -2.083330e-01 5.500000e-01 -1.875779e+03 0.000000e+00 +8.333330e-02 -1.666670e-01 5.500000e-01 -1.893927e+03 0.000000e+00 +8.333330e-02 -1.250000e-01 5.500000e-01 -1.845121e+03 0.000000e+00 +8.333330e-02 -8.333330e-02 5.500000e-01 -1.722641e+03 0.000000e+00 +8.333330e-02 -4.166670e-02 5.500000e-01 -1.528399e+03 0.000000e+00 +8.333330e-02 0.000000e+00 5.500000e-01 -1.274044e+03 0.000000e+00 +8.333330e-02 4.166670e-02 5.500000e-01 -9.795960e+02 0.000000e+00 +8.333330e-02 8.333330e-02 5.500000e-01 -6.699127e+02 0.000000e+00 +8.333330e-02 1.250000e-01 5.500000e-01 -3.700087e+02 0.000000e+00 +8.333330e-02 1.666670e-01 5.500000e-01 -1.006223e+02 0.000000e+00 +8.333330e-02 2.083330e-01 5.500000e-01 1.246108e+02 0.000000e+00 +8.333330e-02 2.500000e-01 5.500000e-01 2.997921e+02 0.000000e+00 +8.333330e-02 2.916670e-01 5.500000e-01 4.255242e+02 0.000000e+00 +8.333330e-02 3.333330e-01 5.500000e-01 5.068778e+02 0.000000e+00 +8.333330e-02 3.750000e-01 5.500000e-01 5.512986e+02 0.000000e+00 +8.333330e-02 4.166670e-01 5.500000e-01 5.669068e+02 0.000000e+00 +8.333330e-02 4.583330e-01 5.500000e-01 5.613715e+02 0.000000e+00 +8.333330e-02 5.000000e-01 5.500000e-01 5.412899e+02 0.000000e+00 +1.250000e-01 -5.000000e-01 5.500000e-01 -1.024210e+03 0.000000e+00 +1.250000e-01 -4.583330e-01 5.500000e-01 -1.165985e+03 0.000000e+00 +1.250000e-01 -4.166670e-01 5.500000e-01 -1.317665e+03 0.000000e+00 +1.250000e-01 -3.750000e-01 5.500000e-01 -1.474709e+03 0.000000e+00 +1.250000e-01 -3.333330e-01 5.500000e-01 -1.630013e+03 0.000000e+00 +1.250000e-01 -2.916670e-01 5.500000e-01 -1.773609e+03 0.000000e+00 +1.250000e-01 -2.500000e-01 5.500000e-01 -1.892790e+03 0.000000e+00 +1.250000e-01 -2.083330e-01 5.500000e-01 -1.972898e+03 0.000000e+00 +1.250000e-01 -1.666670e-01 5.500000e-01 -1.999050e+03 0.000000e+00 +1.250000e-01 -1.250000e-01 5.500000e-01 -1.958771e+03 0.000000e+00 +1.250000e-01 -8.333330e-02 5.500000e-01 -1.845121e+03 0.000000e+00 +1.250000e-01 -4.166670e-02 5.500000e-01 -1.659416e+03 0.000000e+00 +1.250000e-01 0.000000e+00 5.500000e-01 -1.412318e+03 0.000000e+00 +1.250000e-01 4.166670e-02 5.500000e-01 -1.122677e+03 0.000000e+00 +1.250000e-01 8.333330e-02 5.500000e-01 -8.143000e+02 0.000000e+00 +1.250000e-01 1.250000e-01 5.500000e-01 -5.115825e+02 0.000000e+00 +1.250000e-01 1.666670e-01 5.500000e-01 -2.352828e+02 0.000000e+00 +1.250000e-01 2.083330e-01 5.500000e-01 3.133342e-01 0.000000e+00 +1.250000e-01 2.500000e-01 5.500000e-01 1.882470e+02 0.000000e+00 +1.250000e-01 2.916670e-01 5.500000e-01 3.279459e+02 0.000000e+00 +1.250000e-01 3.333330e-01 5.500000e-01 4.234266e+02 0.000000e+00 +1.250000e-01 3.750000e-01 5.500000e-01 4.813258e+02 0.000000e+00 +1.250000e-01 4.166670e-01 5.500000e-01 5.092308e+02 0.000000e+00 +1.250000e-01 4.583330e-01 5.500000e-01 5.145281e+02 0.000000e+00 +1.250000e-01 5.000000e-01 5.500000e-01 5.037297e+02 0.000000e+00 +1.666670e-01 -5.000000e-01 5.500000e-01 -1.053680e+03 0.000000e+00 +1.666670e-01 -4.583330e-01 5.500000e-01 -1.196510e+03 0.000000e+00 +1.666670e-01 -4.166670e-01 5.500000e-01 -1.348798e+03 0.000000e+00 +1.666670e-01 -3.750000e-01 5.500000e-01 -1.505984e+03 0.000000e+00 +1.666670e-01 -3.333330e-01 5.500000e-01 -1.661061e+03 0.000000e+00 +1.666670e-01 -2.916670e-01 5.500000e-01 -1.804321e+03 0.000000e+00 +1.666670e-01 -2.500000e-01 5.500000e-01 -1.923531e+03 0.000000e+00 +1.666670e-01 -2.083330e-01 5.500000e-01 -2.004712e+03 0.000000e+00 +1.666670e-01 -1.666670e-01 5.500000e-01 -2.033794e+03 0.000000e+00 +1.666670e-01 -1.250000e-01 5.500000e-01 -1.999050e+03 0.000000e+00 +1.666670e-01 -8.333330e-02 5.500000e-01 -1.893927e+03 0.000000e+00 +1.666670e-01 -4.166670e-02 5.500000e-01 -1.719448e+03 0.000000e+00 +1.666670e-01 0.000000e+00 5.500000e-01 -1.485203e+03 0.000000e+00 +1.666670e-01 4.166670e-02 5.500000e-01 -1.208360e+03 0.000000e+00 +1.666670e-01 8.333330e-02 5.500000e-01 -9.108369e+02 0.000000e+00 +1.666670e-01 1.250000e-01 5.500000e-01 -6.154219e+02 0.000000e+00 +1.666670e-01 1.666670e-01 5.500000e-01 -3.419595e+02 0.000000e+00 +1.666670e-01 2.083330e-01 5.500000e-01 -1.046762e+02 0.000000e+00 +1.666670e-01 2.500000e-01 5.500000e-01 8.881283e+01 0.000000e+00 +1.666670e-01 2.916670e-01 5.500000e-01 2.368767e+02 0.000000e+00 +1.666670e-01 3.333330e-01 5.500000e-01 3.423827e+02 0.000000e+00 +1.666670e-01 3.750000e-01 5.500000e-01 4.109431e+02 0.000000e+00 +1.666670e-01 4.166670e-01 5.500000e-01 4.493508e+02 0.000000e+00 +1.666670e-01 4.583330e-01 5.500000e-01 4.644542e+02 0.000000e+00 +1.666670e-01 5.000000e-01 5.500000e-01 4.624569e+02 0.000000e+00 +2.083330e-01 -5.000000e-01 5.500000e-01 -1.062073e+03 0.000000e+00 +2.083330e-01 -4.583330e-01 5.500000e-01 -1.201637e+03 0.000000e+00 +2.083330e-01 -4.166670e-01 5.500000e-01 -1.349577e+03 0.000000e+00 +2.083330e-01 -3.750000e-01 5.500000e-01 -1.501366e+03 0.000000e+00 +2.083330e-01 -3.333330e-01 5.500000e-01 -1.650226e+03 0.000000e+00 +2.083330e-01 -2.916670e-01 5.500000e-01 -1.786955e+03 0.000000e+00 +2.083330e-01 -2.500000e-01 5.500000e-01 -1.900149e+03 0.000000e+00 +2.083330e-01 -2.083330e-01 5.500000e-01 -1.976976e+03 0.000000e+00 +2.083330e-01 -1.666670e-01 5.500000e-01 -2.004712e+03 0.000000e+00 +2.083330e-01 -1.250000e-01 5.500000e-01 -1.972898e+03 0.000000e+00 +2.083330e-01 -8.333330e-02 5.500000e-01 -1.875779e+03 0.000000e+00 +2.083330e-01 -4.166670e-02 5.500000e-01 -1.714316e+03 0.000000e+00 +2.083330e-01 0.000000e+00 5.500000e-01 -1.497004e+03 0.000000e+00 +2.083330e-01 4.166670e-02 5.500000e-01 -1.239032e+03 0.000000e+00 +2.083330e-01 8.333330e-02 5.500000e-01 -9.598952e+02 0.000000e+00 +2.083330e-01 1.250000e-01 5.500000e-01 -6.800979e+02 0.000000e+00 +2.083330e-01 1.666670e-01 5.500000e-01 -4.178600e+02 0.000000e+00 +2.083330e-01 2.083330e-01 5.500000e-01 -1.867276e+02 0.000000e+00 +2.083330e-01 2.500000e-01 5.500000e-01 5.466449e+00 0.000000e+00 +2.083330e-01 2.916670e-01 5.500000e-01 1.562561e+02 0.000000e+00 +2.083330e-01 3.333330e-01 5.500000e-01 2.673914e+02 0.000000e+00 +2.083330e-01 3.750000e-01 5.500000e-01 3.433596e+02 0.000000e+00 +2.083330e-01 4.166670e-01 5.500000e-01 3.899878e+02 0.000000e+00 +2.083330e-01 4.583330e-01 5.500000e-01 4.133901e+02 0.000000e+00 +2.083330e-01 5.000000e-01 5.500000e-01 4.192739e+02 0.000000e+00 +2.500000e-01 -5.000000e-01 5.500000e-01 -1.051072e+03 0.000000e+00 +2.500000e-01 -4.583330e-01 5.500000e-01 -1.183750e+03 0.000000e+00 +2.500000e-01 -4.166670e-01 5.500000e-01 -1.323288e+03 0.000000e+00 +2.500000e-01 -3.750000e-01 5.500000e-01 -1.465266e+03 0.000000e+00 +2.500000e-01 -3.333330e-01 5.500000e-01 -1.603269e+03 0.000000e+00 +2.500000e-01 -2.916670e-01 5.500000e-01 -1.728801e+03 0.000000e+00 +2.500000e-01 -2.500000e-01 5.500000e-01 -1.831551e+03 0.000000e+00 +2.500000e-01 -2.083330e-01 5.500000e-01 -1.900149e+03 0.000000e+00 +2.500000e-01 -1.666670e-01 5.500000e-01 -1.923531e+03 0.000000e+00 +2.500000e-01 -1.250000e-01 5.500000e-01 -1.892790e+03 0.000000e+00 +2.500000e-01 -8.333330e-02 5.500000e-01 -1.803178e+03 0.000000e+00 +2.500000e-01 -4.166670e-02 5.500000e-01 -1.655720e+03 0.000000e+00 +2.500000e-01 0.000000e+00 5.500000e-01 -1.457834e+03 0.000000e+00 +2.500000e-01 4.166670e-02 5.500000e-01 -1.222630e+03 0.000000e+00 +2.500000e-01 8.333330e-02 5.500000e-01 -9.669552e+02 0.000000e+00 +2.500000e-01 1.250000e-01 5.500000e-01 -7.086786e+02 0.000000e+00 +2.500000e-01 1.666670e-01 5.500000e-01 -4.639656e+02 0.000000e+00 +2.500000e-01 2.083330e-01 5.500000e-01 -2.452270e+02 0.000000e+00 +2.500000e-01 2.500000e-01 5.500000e-01 -6.011465e+01 0.000000e+00 +2.500000e-01 2.916670e-01 5.500000e-01 8.834796e+01 0.000000e+00 +2.500000e-01 3.333330e-01 5.500000e-01 2.009307e+02 0.000000e+00 +2.500000e-01 3.750000e-01 5.500000e-01 2.810098e+02 0.000000e+00 +2.500000e-01 4.166670e-01 5.500000e-01 3.333759e+02 0.000000e+00 +2.500000e-01 4.583330e-01 5.500000e-01 3.632921e+02 0.000000e+00 +2.500000e-01 5.000000e-01 5.500000e-01 3.758360e+02 0.000000e+00 +2.916670e-01 -5.000000e-01 5.500000e-01 -1.023319e+03 0.000000e+00 +2.916670e-01 -4.583330e-01 5.500000e-01 -1.146384e+03 0.000000e+00 +2.916670e-01 -4.166670e-01 5.500000e-01 -1.274584e+03 0.000000e+00 +2.916670e-01 -3.750000e-01 5.500000e-01 -1.403687e+03 0.000000e+00 +2.916670e-01 -3.333330e-01 5.500000e-01 -1.527757e+03 0.000000e+00 +2.916670e-01 -2.916670e-01 5.500000e-01 -1.639146e+03 0.000000e+00 +2.916670e-01 -2.500000e-01 5.500000e-01 -1.728801e+03 0.000000e+00 +2.916670e-01 -2.083330e-01 5.500000e-01 -1.786955e+03 0.000000e+00 +2.916670e-01 -1.666670e-01 5.500000e-01 -1.804321e+03 0.000000e+00 +2.916670e-01 -1.250000e-01 5.500000e-01 -1.773609e+03 0.000000e+00 +2.916670e-01 -8.333330e-02 5.500000e-01 -1.691116e+03 0.000000e+00 +2.916670e-01 -4.166670e-02 5.500000e-01 -1.557970e+03 0.000000e+00 +2.916670e-01 0.000000e+00 5.500000e-01 -1.380567e+03 0.000000e+00 +2.916670e-01 4.166670e-02 5.500000e-01 -1.169994e+03 0.000000e+00 +2.916670e-01 8.333330e-02 5.500000e-01 -9.404575e+02 0.000000e+00 +2.916670e-01 1.250000e-01 5.500000e-01 -7.071303e+02 0.000000e+00 +2.916670e-01 1.666670e-01 5.500000e-01 -4.839507e+02 0.000000e+00 +2.916670e-01 2.083330e-01 5.500000e-01 -2.819276e+02 0.000000e+00 +2.916670e-01 2.500000e-01 5.500000e-01 -1.082258e+02 0.000000e+00 +2.916670e-01 2.916670e-01 5.500000e-01 3.385111e+01 0.000000e+00 +2.916670e-01 3.333330e-01 5.500000e-01 1.442910e+02 0.000000e+00 +2.916670e-01 3.750000e-01 5.500000e-01 2.254638e+02 0.000000e+00 +2.916670e-01 4.166670e-01 5.500000e-01 2.811460e+02 0.000000e+00 +2.916670e-01 4.583330e-01 5.500000e-01 3.157134e+02 0.000000e+00 +2.916670e-01 5.000000e-01 5.500000e-01 3.335430e+02 0.000000e+00 +3.333330e-01 -5.000000e-01 5.500000e-01 -9.820190e+02 0.000000e+00 +3.333330e-01 -4.583330e-01 5.500000e-01 -1.093695e+03 0.000000e+00 +3.333330e-01 -4.166670e-01 5.500000e-01 -1.208768e+03 0.000000e+00 +3.333330e-01 -3.750000e-01 5.500000e-01 -1.323273e+03 0.000000e+00 +3.333330e-01 -3.333330e-01 5.500000e-01 -1.431842e+03 0.000000e+00 +3.333330e-01 -2.916670e-01 5.500000e-01 -1.527757e+03 0.000000e+00 +3.333330e-01 -2.500000e-01 5.500000e-01 -1.603269e+03 0.000000e+00 +3.333330e-01 -2.083330e-01 5.500000e-01 -1.650226e+03 0.000000e+00 +3.333330e-01 -1.666670e-01 5.500000e-01 -1.661061e+03 0.000000e+00 +3.333330e-01 -1.250000e-01 5.500000e-01 -1.630013e+03 0.000000e+00 +3.333330e-01 -8.333330e-02 5.500000e-01 -1.554349e+03 0.000000e+00 +3.333330e-01 -4.166670e-02 5.500000e-01 -1.435280e+03 0.000000e+00 +3.333330e-01 0.000000e+00 5.500000e-01 -1.278261e+03 0.000000e+00 +3.333330e-01 4.166670e-02 5.500000e-01 -1.092510e+03 0.000000e+00 +3.333330e-01 8.333330e-02 5.500000e-01 -8.897772e+02 0.000000e+00 +3.333330e-01 1.250000e-01 5.500000e-01 -6.826713e+02 0.000000e+00 +3.333330e-01 1.666670e-01 5.500000e-01 -4.829339e+02 0.000000e+00 +3.333330e-01 2.083330e-01 5.500000e-01 -3.000746e+02 0.000000e+00 +3.333330e-01 2.500000e-01 5.500000e-01 -1.405745e+02 0.000000e+00 +3.333330e-01 2.916670e-01 5.500000e-01 -7.781858e+00 0.000000e+00 +3.333330e-01 3.333330e-01 5.500000e-01 9.772515e+01 0.000000e+00 +3.333330e-01 3.750000e-01 5.500000e-01 1.774689e+02 0.000000e+00 +3.333330e-01 4.166670e-01 5.500000e-01 2.343043e+02 0.000000e+00 +3.333330e-01 4.583330e-01 5.500000e-01 2.717511e+02 0.000000e+00 +3.333330e-01 5.000000e-01 5.500000e-01 2.934733e+02 0.000000e+00 +3.750000e-01 -5.000000e-01 5.500000e-01 -9.305613e+02 0.000000e+00 +3.750000e-01 -4.583330e-01 5.500000e-01 -1.029956e+03 0.000000e+00 +3.750000e-01 -4.166670e-01 5.500000e-01 -1.131147e+03 0.000000e+00 +3.750000e-01 -3.750000e-01 5.500000e-01 -1.230503e+03 0.000000e+00 +3.750000e-01 -3.333330e-01 5.500000e-01 -1.323273e+03 0.000000e+00 +3.750000e-01 -2.916670e-01 5.500000e-01 -1.403687e+03 0.000000e+00 +3.750000e-01 -2.500000e-01 5.500000e-01 -1.465266e+03 0.000000e+00 +3.750000e-01 -2.083330e-01 5.500000e-01 -1.501366e+03 0.000000e+00 +3.750000e-01 -1.666670e-01 5.500000e-01 -1.505984e+03 0.000000e+00 +3.750000e-01 -1.250000e-01 5.500000e-01 -1.474709e+03 0.000000e+00 +3.750000e-01 -8.333330e-02 5.500000e-01 -1.405630e+03 0.000000e+00 +3.750000e-01 -4.166670e-02 5.500000e-01 -1.300004e+03 0.000000e+00 +3.750000e-01 0.000000e+00 5.500000e-01 -1.162437e+03 0.000000e+00 +3.750000e-01 4.166670e-02 5.500000e-01 -1.000488e+03 0.000000e+00 +3.750000e-01 8.333330e-02 5.500000e-01 -8.237273e+02 0.000000e+00 +3.750000e-01 1.250000e-01 5.500000e-01 -6.424575e+02 0.000000e+00 +3.750000e-01 1.666670e-01 5.500000e-01 -4.663861e+02 0.000000e+00 +3.750000e-01 2.083330e-01 5.500000e-01 -3.035530e+02 0.000000e+00 +3.750000e-01 2.500000e-01 5.500000e-01 -1.596604e+02 0.000000e+00 +3.750000e-01 2.916670e-01 5.500000e-01 -3.792517e+01 0.000000e+00 +3.750000e-01 3.333330e-01 5.500000e-01 6.070809e+01 0.000000e+00 +3.750000e-01 3.750000e-01 5.500000e-01 1.370930e+02 0.000000e+00 +3.750000e-01 4.166670e-01 5.500000e-01 1.932949e+02 0.000000e+00 +3.750000e-01 4.583330e-01 5.500000e-01 2.320584e+02 0.000000e+00 +3.750000e-01 5.000000e-01 5.500000e-01 2.563686e+02 0.000000e+00 +4.166670e-01 -5.000000e-01 5.500000e-01 -8.722184e+02 0.000000e+00 +4.166670e-01 -4.583330e-01 5.500000e-01 -9.591841e+02 0.000000e+00 +4.166670e-01 -4.166670e-01 5.500000e-01 -1.046580e+03 0.000000e+00 +4.166670e-01 -3.750000e-01 5.500000e-01 -1.131147e+03 0.000000e+00 +4.166670e-01 -3.333330e-01 5.500000e-01 -1.208768e+03 0.000000e+00 +4.166670e-01 -2.916670e-01 5.500000e-01 -1.274584e+03 0.000000e+00 +4.166670e-01 -2.500000e-01 5.500000e-01 -1.323288e+03 0.000000e+00 +4.166670e-01 -2.083330e-01 5.500000e-01 -1.349577e+03 0.000000e+00 +4.166670e-01 -1.666670e-01 5.500000e-01 -1.348798e+03 0.000000e+00 +4.166670e-01 -1.250000e-01 5.500000e-01 -1.317665e+03 0.000000e+00 +4.166670e-01 -8.333330e-02 5.500000e-01 -1.254929e+03 0.000000e+00 +4.166670e-01 -4.166670e-02 5.500000e-01 -1.161841e+03 0.000000e+00 +4.166670e-01 0.000000e+00 5.500000e-01 -1.042257e+03 0.000000e+00 +4.166670e-01 4.166670e-02 5.500000e-01 -9.023120e+02 0.000000e+00 +4.166670e-01 8.333330e-02 5.500000e-01 -7.497117e+02 0.000000e+00 +4.166670e-01 1.250000e-01 5.500000e-01 -5.927629e+02 0.000000e+00 +4.166670e-01 1.666670e-01 5.500000e-01 -4.393757e+02 0.000000e+00 +4.166670e-01 2.083330e-01 5.500000e-01 -2.962328e+02 0.000000e+00 +4.166670e-01 2.500000e-01 5.500000e-01 -1.682414e+02 0.000000e+00 +4.166670e-01 2.916670e-01 5.500000e-01 -5.837249e+01 0.000000e+00 +4.166670e-01 3.333330e-01 5.500000e-01 3.222871e+01 0.000000e+00 +4.166670e-01 3.750000e-01 5.500000e-01 1.039189e+02 0.000000e+00 +4.166670e-01 4.166670e-01 5.500000e-01 1.581213e+02 0.000000e+00 +4.166670e-01 4.583330e-01 5.500000e-01 1.969125e+02 0.000000e+00 +4.166670e-01 5.000000e-01 5.500000e-01 2.226649e+02 0.000000e+00 +4.583330e-01 -5.000000e-01 5.500000e-01 -8.099267e+02 0.000000e+00 +4.583330e-01 -4.583330e-01 5.500000e-01 -8.848866e+02 0.000000e+00 +4.583330e-01 -4.166670e-01 5.500000e-01 -9.591841e+02 0.000000e+00 +4.583330e-01 -3.750000e-01 5.500000e-01 -1.029956e+03 0.000000e+00 +4.583330e-01 -3.333330e-01 5.500000e-01 -1.093695e+03 0.000000e+00 +4.583330e-01 -2.916670e-01 5.500000e-01 -1.146384e+03 0.000000e+00 +4.583330e-01 -2.500000e-01 5.500000e-01 -1.183750e+03 0.000000e+00 +4.583330e-01 -2.083330e-01 5.500000e-01 -1.201637e+03 0.000000e+00 +4.583330e-01 -1.666670e-01 5.500000e-01 -1.196510e+03 0.000000e+00 +4.583330e-01 -1.250000e-01 5.500000e-01 -1.165985e+03 0.000000e+00 +4.583330e-01 -8.333330e-02 5.500000e-01 -1.109314e+03 0.000000e+00 +4.583330e-01 -4.166670e-02 5.500000e-01 -1.027700e+03 0.000000e+00 +4.583330e-01 0.000000e+00 5.500000e-01 -9.243473e+02 0.000000e+00 +4.583330e-01 4.166670e-02 5.500000e-01 -8.041995e+02 0.000000e+00 +4.583330e-01 8.333330e-02 5.500000e-01 -6.734053e+02 0.000000e+00 +4.583330e-01 1.250000e-01 5.500000e-01 -5.386001e+02 0.000000e+00 +4.583330e-01 1.666670e-01 5.500000e-01 -4.061587e+02 0.000000e+00 +4.583330e-01 2.083330e-01 5.500000e-01 -2.815633e+02 0.000000e+00 +4.583330e-01 2.500000e-01 5.500000e-01 -1.689640e+02 0.000000e+00 +4.583330e-01 2.916670e-01 5.500000e-01 -7.102407e+01 0.000000e+00 +4.583330e-01 3.333330e-01 5.500000e-01 1.103644e+01 0.000000e+00 +4.583330e-01 3.750000e-01 5.500000e-01 7.722713e+01 0.000000e+00 +4.583330e-01 4.166670e-01 5.500000e-01 1.284713e+02 0.000000e+00 +4.583330e-01 4.583330e-01 5.500000e-01 1.662941e+02 0.000000e+00 +4.583330e-01 5.000000e-01 5.500000e-01 1.925379e+02 0.000000e+00 +5.000000e-01 -5.000000e-01 5.500000e-01 -7.461582e+02 0.000000e+00 +5.000000e-01 -4.583330e-01 5.500000e-01 -8.099267e+02 0.000000e+00 +5.000000e-01 -4.166670e-01 5.500000e-01 -8.722184e+02 0.000000e+00 +5.000000e-01 -3.750000e-01 5.500000e-01 -9.305613e+02 0.000000e+00 +5.000000e-01 -3.333330e-01 5.500000e-01 -9.820190e+02 0.000000e+00 +5.000000e-01 -2.916670e-01 5.500000e-01 -1.023319e+03 0.000000e+00 +5.000000e-01 -2.500000e-01 5.500000e-01 -1.051072e+03 0.000000e+00 +5.000000e-01 -2.083330e-01 5.500000e-01 -1.062073e+03 0.000000e+00 +5.000000e-01 -1.666670e-01 5.500000e-01 -1.053680e+03 0.000000e+00 +5.000000e-01 -1.250000e-01 5.500000e-01 -1.024210e+03 0.000000e+00 +5.000000e-01 -8.333330e-02 5.500000e-01 -9.732772e+02 0.000000e+00 +5.000000e-01 -4.166670e-02 5.500000e-01 -9.020055e+02 0.000000e+00 +5.000000e-01 0.000000e+00 5.500000e-01 -8.130400e+02 0.000000e+00 +5.000000e-01 4.166670e-02 5.500000e-01 -7.103443e+02 0.000000e+00 +5.000000e-01 8.333330e-02 5.500000e-01 -5.987970e+02 0.000000e+00 +5.000000e-01 1.250000e-01 5.500000e-01 -4.836628e+02 0.000000e+00 +5.000000e-01 1.666670e-01 5.500000e-01 -3.700392e+02 0.000000e+00 +5.000000e-01 2.083330e-01 5.500000e-01 -2.623794e+02 0.000000e+00 +5.000000e-01 2.500000e-01 5.500000e-01 -1.641466e+02 0.000000e+00 +5.000000e-01 2.916670e-01 5.500000e-01 -7.767438e+01 0.000000e+00 +5.000000e-01 3.333330e-01 5.500000e-01 -4.169920e+00 0.000000e+00 +5.000000e-01 3.750000e-01 5.500000e-01 5.615031e+01 0.000000e+00 +5.000000e-01 4.166670e-01 5.500000e-01 1.038361e+02 0.000000e+00 +5.000000e-01 4.583330e-01 5.500000e-01 1.399730e+02 0.000000e+00 +5.000000e-01 5.000000e-01 5.500000e-01 1.659610e+02 0.000000e+00 diff --git a/simpegPF/Dev/FWR_test.dat b/simpegPF/Dev/FWR_test.dat new file mode 100644 index 00000000..548646d2 --- /dev/null +++ b/simpegPF/Dev/FWR_test.dat @@ -0,0 +1,103 @@ + 90.00 0.00 50000.00 + 90.00 0.00 1.00 +100 +-5.000000e-01 -5.000000e-01 5.500000e-01 4.996969e-01 0.000000e+00 +-5.000000e-01 -3.888889e-01 5.500000e-01 1.346640e+00 0.000000e+00 +-5.000000e-01 -2.777778e-01 5.500000e-01 2.424698e+00 0.000000e+00 +-5.000000e-01 -1.666667e-01 5.500000e-01 3.502016e+00 0.000000e+00 +-5.000000e-01 -5.555556e-02 5.500000e-01 4.198082e+00 0.000000e+00 +-5.000000e-01 5.555556e-02 5.500000e-01 4.198082e+00 0.000000e+00 +-5.000000e-01 1.666667e-01 5.500000e-01 3.502016e+00 0.000000e+00 +-5.000000e-01 2.777778e-01 5.500000e-01 2.424698e+00 0.000000e+00 +-5.000000e-01 3.888889e-01 5.500000e-01 1.346640e+00 0.000000e+00 +-5.000000e-01 5.000000e-01 5.500000e-01 4.996969e-01 0.000000e+00 +-3.888889e-01 -5.000000e-01 5.500000e-01 1.346640e+00 0.000000e+00 +-3.888889e-01 -3.888889e-01 5.500000e-01 2.918010e+00 0.000000e+00 +-3.888889e-01 -2.777778e-01 5.500000e-01 5.034866e+00 0.000000e+00 +-3.888889e-01 -1.666667e-01 5.500000e-01 7.267402e+00 0.000000e+00 +-3.888889e-01 -5.555556e-02 5.500000e-01 8.767136e+00 0.000000e+00 +-3.888889e-01 5.555556e-02 5.500000e-01 8.767136e+00 0.000000e+00 +-3.888889e-01 1.666667e-01 5.500000e-01 7.267402e+00 0.000000e+00 +-3.888889e-01 2.777778e-01 5.500000e-01 5.034866e+00 0.000000e+00 +-3.888889e-01 3.888889e-01 5.500000e-01 2.918010e+00 0.000000e+00 +-3.888889e-01 5.000000e-01 5.500000e-01 1.346640e+00 0.000000e+00 +-2.777778e-01 -5.000000e-01 5.500000e-01 2.424698e+00 0.000000e+00 +-2.777778e-01 -3.888889e-01 5.500000e-01 5.034866e+00 0.000000e+00 +-2.777778e-01 -2.777778e-01 5.500000e-01 8.772294e+00 0.000000e+00 +-2.777778e-01 -1.666667e-01 5.500000e-01 1.295299e+01 0.000000e+00 +-2.777778e-01 -5.555556e-02 5.500000e-01 1.588584e+01 0.000000e+00 +-2.777778e-01 5.555556e-02 5.500000e-01 1.588584e+01 0.000000e+00 +-2.777778e-01 1.666667e-01 5.500000e-01 1.295299e+01 0.000000e+00 +-2.777778e-01 2.777778e-01 5.500000e-01 8.772294e+00 0.000000e+00 +-2.777778e-01 3.888889e-01 5.500000e-01 5.034866e+00 0.000000e+00 +-2.777778e-01 5.000000e-01 5.500000e-01 2.424698e+00 0.000000e+00 +-1.666667e-01 -5.000000e-01 5.500000e-01 3.502016e+00 0.000000e+00 +-1.666667e-01 -3.888889e-01 5.500000e-01 7.267402e+00 0.000000e+00 +-1.666667e-01 -2.777778e-01 5.500000e-01 1.295299e+01 0.000000e+00 +-1.666667e-01 -1.666667e-01 5.500000e-01 1.966221e+01 0.000000e+00 +-1.666667e-01 -5.555556e-02 5.500000e-01 2.456756e+01 0.000000e+00 +-1.666667e-01 5.555556e-02 5.500000e-01 2.456756e+01 0.000000e+00 +-1.666667e-01 1.666667e-01 5.500000e-01 1.966221e+01 0.000000e+00 +-1.666667e-01 2.777778e-01 5.500000e-01 1.295299e+01 0.000000e+00 +-1.666667e-01 3.888889e-01 5.500000e-01 7.267402e+00 0.000000e+00 +-1.666667e-01 5.000000e-01 5.500000e-01 3.502016e+00 0.000000e+00 +-5.555556e-02 -5.000000e-01 5.500000e-01 4.198082e+00 0.000000e+00 +-5.555556e-02 -3.888889e-01 5.500000e-01 8.767136e+00 0.000000e+00 +-5.555556e-02 -2.777778e-01 5.500000e-01 1.588584e+01 0.000000e+00 +-5.555556e-02 -1.666667e-01 5.500000e-01 2.456756e+01 0.000000e+00 +-5.555556e-02 -5.555556e-02 5.500000e-01 3.109064e+01 0.000000e+00 +-5.555556e-02 5.555556e-02 5.500000e-01 3.109064e+01 0.000000e+00 +-5.555556e-02 1.666667e-01 5.500000e-01 2.456756e+01 0.000000e+00 +-5.555556e-02 2.777778e-01 5.500000e-01 1.588584e+01 0.000000e+00 +-5.555556e-02 3.888889e-01 5.500000e-01 8.767136e+00 0.000000e+00 +-5.555556e-02 5.000000e-01 5.500000e-01 4.198082e+00 0.000000e+00 +5.555556e-02 -5.000000e-01 5.500000e-01 4.198082e+00 0.000000e+00 +5.555556e-02 -3.888889e-01 5.500000e-01 8.767136e+00 0.000000e+00 +5.555556e-02 -2.777778e-01 5.500000e-01 1.588584e+01 0.000000e+00 +5.555556e-02 -1.666667e-01 5.500000e-01 2.456756e+01 0.000000e+00 +5.555556e-02 -5.555556e-02 5.500000e-01 3.109064e+01 0.000000e+00 +5.555556e-02 5.555556e-02 5.500000e-01 3.109064e+01 0.000000e+00 +5.555556e-02 1.666667e-01 5.500000e-01 2.456756e+01 0.000000e+00 +5.555556e-02 2.777778e-01 5.500000e-01 1.588584e+01 0.000000e+00 +5.555556e-02 3.888889e-01 5.500000e-01 8.767136e+00 0.000000e+00 +5.555556e-02 5.000000e-01 5.500000e-01 4.198082e+00 0.000000e+00 +1.666667e-01 -5.000000e-01 5.500000e-01 3.502016e+00 0.000000e+00 +1.666667e-01 -3.888889e-01 5.500000e-01 7.267402e+00 0.000000e+00 +1.666667e-01 -2.777778e-01 5.500000e-01 1.295299e+01 0.000000e+00 +1.666667e-01 -1.666667e-01 5.500000e-01 1.966221e+01 0.000000e+00 +1.666667e-01 -5.555556e-02 5.500000e-01 2.456756e+01 0.000000e+00 +1.666667e-01 5.555556e-02 5.500000e-01 2.456756e+01 0.000000e+00 +1.666667e-01 1.666667e-01 5.500000e-01 1.966221e+01 0.000000e+00 +1.666667e-01 2.777778e-01 5.500000e-01 1.295299e+01 0.000000e+00 +1.666667e-01 3.888889e-01 5.500000e-01 7.267402e+00 0.000000e+00 +1.666667e-01 5.000000e-01 5.500000e-01 3.502016e+00 0.000000e+00 +2.777778e-01 -5.000000e-01 5.500000e-01 2.424698e+00 0.000000e+00 +2.777778e-01 -3.888889e-01 5.500000e-01 5.034866e+00 0.000000e+00 +2.777778e-01 -2.777778e-01 5.500000e-01 8.772294e+00 0.000000e+00 +2.777778e-01 -1.666667e-01 5.500000e-01 1.295299e+01 0.000000e+00 +2.777778e-01 -5.555556e-02 5.500000e-01 1.588584e+01 0.000000e+00 +2.777778e-01 5.555556e-02 5.500000e-01 1.588584e+01 0.000000e+00 +2.777778e-01 1.666667e-01 5.500000e-01 1.295299e+01 0.000000e+00 +2.777778e-01 2.777778e-01 5.500000e-01 8.772294e+00 0.000000e+00 +2.777778e-01 3.888889e-01 5.500000e-01 5.034866e+00 0.000000e+00 +2.777778e-01 5.000000e-01 5.500000e-01 2.424698e+00 0.000000e+00 +3.888889e-01 -5.000000e-01 5.500000e-01 1.346640e+00 0.000000e+00 +3.888889e-01 -3.888889e-01 5.500000e-01 2.918010e+00 0.000000e+00 +3.888889e-01 -2.777778e-01 5.500000e-01 5.034866e+00 0.000000e+00 +3.888889e-01 -1.666667e-01 5.500000e-01 7.267402e+00 0.000000e+00 +3.888889e-01 -5.555556e-02 5.500000e-01 8.767136e+00 0.000000e+00 +3.888889e-01 5.555556e-02 5.500000e-01 8.767136e+00 0.000000e+00 +3.888889e-01 1.666667e-01 5.500000e-01 7.267402e+00 0.000000e+00 +3.888889e-01 2.777778e-01 5.500000e-01 5.034866e+00 0.000000e+00 +3.888889e-01 3.888889e-01 5.500000e-01 2.918010e+00 0.000000e+00 +3.888889e-01 5.000000e-01 5.500000e-01 1.346640e+00 0.000000e+00 +5.000000e-01 -5.000000e-01 5.500000e-01 4.996969e-01 0.000000e+00 +5.000000e-01 -3.888889e-01 5.500000e-01 1.346640e+00 0.000000e+00 +5.000000e-01 -2.777778e-01 5.500000e-01 2.424698e+00 0.000000e+00 +5.000000e-01 -1.666667e-01 5.500000e-01 3.502016e+00 0.000000e+00 +5.000000e-01 -5.555556e-02 5.500000e-01 4.198082e+00 0.000000e+00 +5.000000e-01 5.555556e-02 5.500000e-01 4.198082e+00 0.000000e+00 +5.000000e-01 1.666667e-01 5.500000e-01 3.502016e+00 0.000000e+00 +5.000000e-01 2.777778e-01 5.500000e-01 2.424698e+00 0.000000e+00 +5.000000e-01 3.888889e-01 5.500000e-01 1.346640e+00 0.000000e+00 +5.000000e-01 5.000000e-01 5.500000e-01 4.996969e-01 0.000000e+00 diff --git a/simpegPF/Dev/Intgrl_MAG_Fwr_Driver.py b/simpegPF/Dev/Intgrl_MAG_Fwr_Driver.py new file mode 100644 index 00000000..d2b2102d --- /dev/null +++ b/simpegPF/Dev/Intgrl_MAG_Fwr_Driver.py @@ -0,0 +1,63 @@ +import os + +home_dir = 'C:\Users\dominiquef.MIRAGEOSCIENCE\ownCloud\Research\Modelling\Synthetic\Block_Gaussian_topo' + +inpfile = 'PYMAG3C_fwr.inp' + +dsep = '\\' + +os.chdir(home_dir) + +#%% +from SimPEG import np, sp, Utils, mkvc, Maps +import simpegPF as PF +import pylab as plt + +## New scripts to be added to basecode +#from fwr_MAG_data import fwr_MAG_data +#from read_MAGfwr_inp import read_MAGfwr_inp + +#%% +# Read input file +[mshfile, obsfile, modfile, magfile, topofile] = PF.BaseMag.read_MAGfwr_inp(inpfile) + +# Load mesh file +mesh = Utils.meshutils.readUBCTensorMesh(mshfile) + +# Load model file +model = Utils.meshutils.readUBCTensorModel(modfile,mesh) + +# Load in topofile or create flat surface +if topofile == 'null': + + actv = np.ones(mesh.nC) + +else: + topo = np.genfromtxt(topofile,skip_header=1) + actv = PF.Magnetics.getActiveTopo(mesh,topo,'N') + + +Utils.writeUBCTensorModel('nullcell.dat',mesh,actv) + +# Load in observation file +[B,M,dobs] = PF.BaseMag.readUBCmagObs(obsfile) + +rxLoc = dobs[:,0:3] +#rxLoc[:,2] += 5 # Temporary change for test +ndata = rxLoc.shape[0] + +# Load GOCAD surf +tsfile = 'SphereA.ts' +[vrtx, trgl] = PF.BaseMag.read_GOCAD_ts(tsfile) + +#%% Run forward modeling +# Compute forward model using integral equation +d = PF.Magnetics.Intgrl_Fwr_Data(mesh,B,M,rxLoc,model,actv,'tmi') + +# Form data object with coordinates and write to file +wd = np.zeros((ndata,1)) + +# Save forward data to file +PF.Magnetics.writeUBCobs(home_dir + dsep + 'FWR_data.dat',B,M,rxLoc,d,wd) + + diff --git a/simpegPF/Dev/Intgrl_MAG_Fwr_DualSphereTopo_Test.py b/simpegPF/Dev/Intgrl_MAG_Fwr_DualSphereTopo_Test.py new file mode 100644 index 00000000..f0355000 --- /dev/null +++ b/simpegPF/Dev/Intgrl_MAG_Fwr_DualSphereTopo_Test.py @@ -0,0 +1,187 @@ +import os + +home_dir = 'C:\\LC\\Private\\dominiquef\\Projects\\4414_Minsim\\Modeling\\MAG' + +os.chdir(home_dir) + +#%% +from SimPEG import * +import matplotlib.pyplot as plt +import simpegPF as PF +import scipy.interpolate as interpolation +import time + +#from fwr_MAG_data import fwr_MAG_data + +plt.close('all') + +topofile = 'Gaussian.topo' + +zoffset = 2 +#%% Create survey +# Load in topofile or create flat surface +if not topofile: + + actv = np.ones(mesh.nC) + +else: + topo = np.genfromtxt(topofile,skip_header=1) + + +B = np.array(([90.,0.,50000.])) + +M = np.array(([90.,0.,315.])) + +# Sphere radius +R = 25. + +# # Or create juste a plane grid +xr = np.linspace(-99., 99., 40) +yr = np.linspace(-49., 49., 20) +X, Y = np.meshgrid(xr, yr) + + + +sclx = 100. +dx = np.asarray([15., 10., 5., 2.5]) + +d_iter = len(dx) +l1_r = np.zeros(d_iter) +l2_r = np.zeros(d_iter) +linf_r = np.zeros(d_iter) +timer = np.zeros(d_iter) +mcell = np.zeros(d_iter) +#%% Loop through decreasing meshes and measure the residual +# Create mesh using simpeg and write out in GIF format + +for ii in range(d_iter): + + + nc = int(sclx/dx[ii]) + + hxind = [(dx[ii], 2*nc)] + hyind = [(dx[ii], nc)] + hzind = [(dx[ii], nc)] + + mesh = Mesh.TensorMesh([hxind, hyind, hzind], 'CCN') + + mcell[ii] = mesh.nC + + actv = PF.Magnetics.getActiveTopo(mesh,topo,'N') + + # Drape observations on topo + offset + if not topofile: + Z = np.ones((xr.size, yr.size)) * 2.5 + + else: + F = interpolation.NearestNDInterpolator(topo[:,0:2],topo[:,2]) + Z = F(X,Y) + zoffset + + rxLoc = np.c_[Utils.mkvc(X.T), Utils.mkvc(Y.T), Utils.mkvc(Z.T)] + + ndata = rxLoc.shape[0] + + xn = mesh.vectorNx + yn = mesh.vectorNy + zn = mesh.vectorNz + + print 'Mesh size: ' + str(mcell[ii]) + + #%% Create model + chibkg = 0. + chiblk = 0.01 + model = np.ones(mcell[ii])*chibkg + + # Do a three sphere problem for more frequencies + sph_ind = PF.MagAnalytics.spheremodel(mesh, 0., 0., -sclx/3, R) + model[sph_ind] = 0.5*chiblk + + sph_ind = PF.MagAnalytics.spheremodel(mesh, -sclx/2., 0., -sclx/3., R/3.) + model[sph_ind] = 4.*chiblk + + sph_ind = PF.MagAnalytics.spheremodel(mesh, sclx/2., 0., -sclx/2.5, R/2.5) + model[sph_ind] = 2.5*chiblk + + Utils.writeUBCTensorMesh('Mesh.msh',mesh) + Utils.writeUBCTensorModel('Model.sus',mesh,model) + #actv = np.ones(mesh.nC) + #%% Forward mode ldata + + start_time = time.time() + + d = PF.Magnetics.Intgrl_Fwr_Data(mesh,B,M,rxLoc,model,actv,'tmi') + + timer[ii] = (time.time() - start_time) + + #fwr_tmi = d[0:ndata] + #fwr_y = d[ndata:2*ndata] + #fwr_z = d[2*ndata:] + + #%% Get the analystical answer and compute the residual + #bxa,bya,bza = PF.MagAnalytics.MagSphereAnaFunA(rxLoc[:,0],rxLoc[:,1],rxLoc[:,2],R,0.,0.,0.,chiblk, np.array(([0.,0.,B[2]])),'secondary') + Bd = (450.-float(B[1]))%360. + Bi = B[0]; # Convert dip to horizontal to cartesian + + Bx = np.cos(np.deg2rad(Bi)) * np.cos(np.deg2rad(Bd)) * B[2] + By = np.cos(np.deg2rad(Bi)) * np.sin(np.deg2rad(Bd)) * B[2] + Bz = np.sin(np.deg2rad(Bi)) * B[2] + + Bo = np.c_[Bx, By, Bz] + + Ptmi = mkvc(np.r_[np.cos(np.deg2rad(Bi))*np.cos(np.deg2rad(Bd)),np.cos(np.deg2rad(Bi))*np.sin(np.deg2rad(Bd)),np.sin(np.deg2rad(Bi))],2).T; + + bxa,bya,bza = PF.MagAnalytics.MagSphereFreeSpace(rxLoc[:,0],rxLoc[:,1],rxLoc[:,2],R,0., 0., -sclx/3, 0.5*chiblk, Bo) + bxb,byb,bzb = PF.MagAnalytics.MagSphereFreeSpace(rxLoc[:,0],rxLoc[:,1],rxLoc[:,2],R/3., -sclx/2., 0., -sclx/3.,4.*chiblk, Bo) + bxc,byc,bzc = PF.MagAnalytics.MagSphereFreeSpace(rxLoc[:,0],rxLoc[:,1],rxLoc[:,2],R/2.5, sclx/2., 0., -sclx/2.5,2.5*chiblk, Bo) + + bx = bxa + bxb + bxc + by = bya + byb + byc + bz = bza + bzb + bzc + + b_tmi = mkvc(Ptmi.dot(np.c_[bx,by,bz].T)) + + r_tmi = d - b_tmi + #r_By = fwr_y - bya + #r_Bz = fwr_z - bza + + l2_r[ii] = np.sum( r_tmi**2 ) **0.5 + l1_r[ii] = np.sum( np.abs( r_tmi ) ) + linf_r[ii] = np.max( np.abs( r_tmi ) ) + +#%% Write predicted to file + +PF.Magnetics.writeUBCobs('Obsloc.loc',B,M,rxLoc,d,np.ones(len(d))) + +#%% Plot results +print 'Residual between analytical sphere and integral forward' +print "dx \t nc \t l1 \t l2 \t linf \t Runtime" +for ii in range(d_iter): + + print str(dx[ii]) + "\t" + str(mcell[ii]) + "\t" + str(l1_r[ii]) + "\t" + str(l2_r[ii]) + "\t" + str(linf_r[ii]) + "\t" + str(timer[ii]) + +#%% Plot fields +plt.figure(1) +ax = plt.subplot() +plt.imshow(np.reshape(b_tmi,X.shape), interpolation="bicubic", extent=[xr.min(), xr.max(), yr.min(), yr.max()], origin = 'lower') +plt.colorbar(fraction=0.02) +plt.contour(X,Y, np.reshape(b_tmi,X.shape),10) +plt.scatter(X,Y, c=np.reshape(b_tmi,X.shape), s=20) +ax.set_title('Analytical') + +#%% Plot the forward solution from integral +plt.figure(2) +ax = plt.subplot() +plt.imshow(np.reshape(d,X.shape), interpolation="bicubic", extent=[xr.min(), xr.max(), yr.min(), yr.max() ], origin = 'lower') +plt.colorbar(fraction=0.02) +plt.contour(X,Y, np.reshape(d,X.shape),10) +plt.scatter(X,Y, c=np.reshape(d,X.shape), s=20) +ax.set_title('Numerical') + +#%% Plot residual data +plt.figure(3) +ax = plt.subplot() +plt.imshow(np.reshape(r_tmi,X.shape), interpolation="bicubic", extent=[xr.min(), xr.max(), yr.min(), yr.max()], origin = 'lower') +plt.colorbar(fraction=0.02) +plt.contour(X,Y, np.reshape(r_tmi,X.shape),10) +plt.scatter(X,Y, c=np.reshape(r_tmi,X.shape), s=20) +ax.set_title('Sphere Ana Bx') \ No newline at end of file diff --git a/simpegPF/Dev/Intgrl_MAG_Fwr_SphereTest.py b/simpegPF/Dev/Intgrl_MAG_Fwr_SphereTest.py new file mode 100644 index 00000000..4aed811b --- /dev/null +++ b/simpegPF/Dev/Intgrl_MAG_Fwr_SphereTest.py @@ -0,0 +1,173 @@ +import os + +# home_dir = 'C:\Users\dominiquef.MIRAGEOSCIENCE\Documents\GIT\SimPEG\simpegpf\simpegPF\Dev' + +# os.chdir(home_dir) + +#%% +from SimPEG import * +import matplotlib.pyplot as plt +import simpegPF as PF + +#from fwr_MAG_data import fwr_MAG_data + +plt.close('all') + +#%% Create survey + +B = np.array(([-45.,315.,50000.])) + +M = np.array(([-45.,315.])) + +# Sphere radius +R = 0.25 + +# # Or create juste a plane grid +xr = np.linspace(-2., 2., 5) +yr = np.linspace(-2., 2., 5) +X, Y = np.meshgrid(xr, yr) +Z = np.ones((xr.size, yr.size)) * 2.5 +rxLoc = np.c_[Utils.mkvc(X), Utils.mkvc(Y), Utils.mkvc(Z)] + +ndata = rxLoc.shape[0] + +d_iter = 4 +lrl = np.zeros(d_iter) +#%% Loop through decreasing meshes and measure the residual +# Create mesh using simpeg and write out in GIF format + +for ii in range(d_iter): + + nc = 3**(ii+1) + + hxind = [(1./nc, nc)] + hyind = [(1./nc, nc)] + hzind = [(1./nc, nc)] + + mesh = Mesh.TensorMesh([hxind, hyind, hzind], 'CCC') + + xn = mesh.vectorNx + yn = mesh.vectorNy + zn = mesh.vectorNz + + mcell = mesh.nC + + print 'Mesh size: ' + str(mcell) + + sph_ind = PF.MagAnalytics.spheremodel(mesh, 0, 0, 0, R) + + chibkg = 0. + chiblk = 0.01 + model = np.ones(mcell)*chibkg + model[sph_ind] = chiblk + + actv = np.ones(mcell) + + #%% Forward mode ldata + d = PF.Magnetics.Intgrl_Fwr_Data(mesh,B,M,rxLoc,model,actv,'xyz') + fwr_x = d[0:ndata] + fwr_y = d[ndata:2*ndata] + fwr_z = d[2*ndata:] + + #%% Get the analystical answer and compute the residual + bxa,bya,bza = PF.MagAnalytics.MagSphereAnaFunA(rxLoc[:,0],rxLoc[:,1],rxLoc[:,2],R,0.,0.,0.,chiblk, np.array(([0.,0.,B[2]])),'secondary') + Bd = (450.-float(B[1]))%360. + Bi = B[0]; # Convert dip to horizontal to cartesian + + Bx = np.cos(np.deg2rad(Bi)) * np.cos(np.deg2rad(Bd)) * B[2] + By = np.cos(np.deg2rad(Bi)) * np.sin(np.deg2rad(Bd)) * B[2] + Bz = np.sin(np.deg2rad(Bi)) * B[2] + + Bo = np.c_[Bx, By, Bz] + + bxa,bya,bza = PF.MagAnalytics.MagSphereFreeSpace(rxLoc[:,0],rxLoc[:,1],rxLoc[:,2],R,0.,0.,0.,chiblk, Bo) + #bxa,bya,bza = PF.MagAnalytics.MagSphereAnaFunA(rxLoc[:,0],rxLoc[:,1],rxLoc[:,2],R,0.,0.,0.,chiblk, np.array(([0.,0.,B[2]])),'secondary') + + r_Bx = fwr_x - bxa + r_By = fwr_y - bya + r_Bz = fwr_z - bza + + lrl[ii] = sum( r_Bx**2 + r_By**2 + r_Bz**2 ) **0.5 + + + +#%% Plot results +print 'Residual between analytical sphere and integral forward' +for ii in range(d_iter): + nc = 3**(ii+1) + + print "||r||= " + str(lrl[ii]) + "\t dx= " + str(1./nc) + +#%% Plot fields + +plt.figure(1) +ax = plt.subplot(221) +plt.imshow(np.reshape(bxa,X.shape).T, interpolation="bicubic", extent=[xr.min(), xr.max(), yr.min(), yr.max()], origin = 'lower') +plt.colorbar(fraction=0.04) +plt.contour(X,Y, np.reshape(bxa,X.shape).T,10) +plt.scatter(X,Y, c=np.reshape(bxa,X.shape).T, s=20) +ax.set_title('Sphere Ana Bx') + +ax = plt.subplot(222) +plt.imshow(np.reshape(bya,X.shape).T, interpolation="bicubic", extent=[xr.min(), xr.max(), yr.min(), yr.max()], origin = 'lower') +plt.colorbar(fraction=0.04) +plt.contour(X,Y, np.reshape(bya,X.shape).T,10) +plt.scatter(X,Y, c=np.reshape(bya,X.shape).T, s=20) +ax.set_title('Sphere Ana By') + +ax = plt.subplot(212) +plt.imshow(np.reshape(bza,X.shape).T, interpolation="bicubic", extent=[xr.min(), xr.max(), yr.min(), yr.max()], origin = 'lower') +plt.colorbar(fraction=0.04) +plt.contour(X,Y, np.reshape(bza,X.shape).T,10) +plt.scatter(X,Y, c=np.reshape(bza,X.shape).T, s=20) +ax.set_title('Sphere Ana Bz') + +#%% Plot the forward solution from integral + +plt.figure(2) +ax = plt.subplot(221) +plt.imshow(np.reshape(fwr_x,X.shape).T, interpolation="bicubic", extent=[xr.min(), xr.max(), yr.min(), yr.max() ], origin = 'lower') +plt.colorbar(fraction=0.04) +plt.contour(X,Y, np.reshape(fwr_x,X.shape).T,10) +plt.scatter(X,Y, c=np.reshape(fwr_x,X.shape).T, s=20) +ax.set_title('Sphere Ana Bx') + +ax = plt.subplot(222) +plt.imshow(np.reshape(fwr_y,X.shape).T, interpolation="bicubic", extent=[xr.min(), xr.max(), yr.min(), yr.max()], origin = 'lower') +plt.colorbar(fraction=0.04) +plt.contour(X,Y, np.reshape(fwr_y,X.shape).T,10) +plt.scatter(X,Y, c=np.reshape(fwr_y,X.shape).T, s=20) +ax.set_title('Sphere Ana By') + +ax = plt.subplot(212) +plt.imshow(np.reshape(fwr_z,X.shape).T, interpolation="bicubic", extent=[xr.min(), xr.max(), yr.min(), yr.max()], origin = 'lower') +plt.colorbar(fraction=0.04) +plt.contour(X,Y, np.reshape(fwr_z,X.shape).T,10) +plt.scatter(X,Y, c=np.reshape(fwr_z,X.shape).T, s=20) +ax.set_title('Sphere Ana Bz') + + +#%% Plot foward data +plt.figure(3) +ax = plt.subplot(221) +plt.imshow(np.reshape(r_Bx,X.shape).T, interpolation="bicubic", extent=[xr.min(), xr.max(), yr.min(), yr.max()], origin = 'lower') +plt.colorbar(fraction=0.04) +plt.contour(X,Y, np.reshape(r_Bx,X.shape).T,10) +plt.scatter(X,Y, c=np.reshape(r_Bx,X.shape).T, s=20) +ax.set_title('Sphere Ana Bx') + +ax = plt.subplot(222) +plt.imshow(np.reshape(r_By,X.shape).T, interpolation="bicubic", extent=[xr.min(), xr.max(), yr.min(), yr.max()], origin = 'lower') +plt.colorbar(fraction=0.04) +plt.contour(X,Y, np.reshape(r_By,X.shape).T,10) +plt.scatter(X,Y, c=np.reshape(r_By,X.shape).T, s=20) +ax.set_title('Sphere Ana By') + +ax = plt.subplot(212) +plt.imshow(np.reshape(r_Bz,X.shape).T, interpolation="bicubic", extent=[xr.min(), xr.max(), yr.min(), yr.max()], origin = 'lower') +plt.colorbar(fraction=0.04) +plt.contour(X,Y, np.reshape(r_Bz,X.shape).T,10) +plt.scatter(X,Y, c=np.reshape(r_Bz,X.shape).T, s=20) +ax.set_title('Sphere Ana Bz') + +plt.show() diff --git a/simpegPF/Dev/Intgrl_MAG_Inv_Driver.py b/simpegPF/Dev/Intgrl_MAG_Inv_Driver.py new file mode 100644 index 00000000..de9f4827 --- /dev/null +++ b/simpegPF/Dev/Intgrl_MAG_Inv_Driver.py @@ -0,0 +1,242 @@ +#%% +from SimPEG import * +import simpegPF as PF +import pylab as plt + +import os + +#home_dir = 'C:\Users\dominiquef.MIRAGEOSCIENCE\Documents\GIT\SimPEG\simpegpf\simpegPF\Dev' +#home_dir = 'C:\\Users\\dominiquef.MIRAGEOSCIENCE\\ownCloud\\Research\\Modelling\\Synthetic\\Block_Gaussian_topo' +home_dir = '.\\' + +inpfile = 'PYMAG3D_inv.inp' + +dsep = '\\' +os.chdir(home_dir) +## New scripts to be added to basecode +#from fwr_MAG_data import fwr_MAG_data +#from read_MAGfwr_inp import read_MAGfwr_inp + +#%% +# Read input file +[mshfile, obsfile, topofile, mstart, mref, magfile, wgtfile, chi, alphas, bounds, lpnorms] = PF.BaseMag.read_MAGinv_inp(home_dir + dsep + inpfile) + +# Load mesh file +mesh = Mesh.TensorMesh.readUBC(mshfile) +#mesh = Utils.meshutils.readUBCTensorMesh(mshfile) + +# Load in observation file +[B,M,dobs] = PF.BaseMag.readUBCmagObs(obsfile) + +rxLoc = dobs[:,0:3] +d = dobs[:,3] +wd = dobs[:,4] + +ndata = rxLoc.shape[0] + +beta_in = 1e+2 + +# Load in topofile or create flat surface +if topofile == 'null': + + # All active + actv = np.ones(mesh.nC) + +else: + + topo = np.genfromtxt(topofile,skip_header=1) + # Find the active cells + actv = PF.Magnetics.getActiveTopo(mesh,topo,'N') + +nC = int(sum(actv)) + +# Load starting model file +if isinstance(mstart, float): + mstart = np.ones(nC) * mstart +else: + mstart = Utils.meshutils.readUBCTensorModel(mstart,mesh) + mstart = mstart[actv==1] + +# Load reference file +if isinstance(mref, float): + mref = np.ones(nC) * mref +else: + mref = Utils.meshutils.readUBCTensorModel(mref,mesh) + mref = mref[actv==1] + +# Get magnetization vector for MOF +if magfile=='DEFAULT': + + M_xyz = PF.Magnetics.dipazm_2_xyz(np.ones(nC) * M[0], np.ones(nC) * M[1]) + +else: + M_xyz = np.genfromtxt(magfile,delimiter=' \n',dtype=np.str,comments='!') + +# Get index of the center +midx = int(mesh.nCx/2) +midy = int(mesh.nCy/2) + +# Create forward operator +F = PF.Magnetics.Intrgl_Fwr_Op(mesh,B,M_xyz,rxLoc,actv,'tmi') + +# Get distance weighting function +wr = PF.Magnetics.get_dist_wgt(mesh,rxLoc,actv,3.,np.min(mesh.hx)/4) +wrMap = PF.BaseMag.WeightMap(mesh, wr) + +wr_out = np.zeros(mesh.nC) +wr_out[actv==1] = wr +Mesh.TensorMesh.writeModelUBC(mesh,home_dir+dsep+'wr.dat',wr_out) +#Utils.meshutils.writeUBCTensorModel(home_dir+dsep+'wr.dat',mesh,wr_out) +# Write out the predicted +pred = F.dot(mstart) +PF.Magnetics.writeUBCobs(home_dir + dsep + 'Pred.dat',B,M,rxLoc,pred,wd) + +#%% +plt.figure() +ax = plt.subplot() +mesh.plotSlice(wr_out, ax = ax, normal = 'Y', ind=midx ) +plt.title('Distance weighting') +plt.xlabel('x');plt.ylabel('z') +plt.gca().set_aspect('equal', adjustable='box') + +#%% Plot obs data +PF.Magnetics.plot_obs_2D(rxLoc,d,wd,'Observed Data') + +#%% Run inversion +prob = PF.Magnetics.MagneticIntegral(mesh, F) +prob.solverOpts['accuracyTol'] = 1e-4 +survey = Survey.LinearSurvey() +survey.pair(prob) +#survey.makeSyntheticData(data, std=0.01) +survey.dobs=d +#survey.mtrue = model + + +reg = Regularization.Simple(mesh, mapping=wrMap) +reg.mref = mref +#reg.alpha_s = 1. + +# Create pre-conditioner +diagA = np.sum(F**2.,axis=0) + beta_in*(reg.W.T*reg.W).diagonal()*(wr**2.0) +PC = Utils.sdiag(diagA**-1.) + + +dmis = DataMisfit.l2_DataMisfit(survey) +dmis.Wd = wd +opt = Optimization.ProjectedGNCG(maxIter=10,lower=0.,upper=1.) +opt.approxHinv = PC + +# opt = Optimization.InexactGaussNewton(maxIter=6) +invProb = InvProblem.BaseInvProblem(dmis, reg, opt, beta = beta_in) +beta = Directives.BetaSchedule(coolingFactor=2, coolingRate=1) +#betaest = Directives.BetaEstimate_ByEig() +target = Directives.TargetMisfit() + +inv = Inversion.BaseInversion(invProb, directiveList=[beta,target]) + +m0 = mstart + +# Run inversion +mrec = inv.run(m0) + + +m_out = np.ones(mesh.nC) +m_out[actv==1] = mrec + +# Write result +Mesh.TensorMesh.writeModelUBC(mesh,'SimPEG_inv_l2l2.sus',m_out) +#Utils.meshutils.writeUBCTensorModel(home_dir+dsep+'wr.dat',mesh,wr_out) + +# Plot predicted +pred = F.dot(mrec) +#PF.Magnetics.plot_obs_2D(rxLoc,pred,wd,'Predicted Data') +#PF.Magnetics.plot_obs_2D(rxLoc,(d-pred),wd,'Residual Data') + +print "Final misfit:" + str(np.sum( ((d-pred)/wd)**2. ) ) + +#%% Plot out a section of the model + +yslice = midx-7 +plt.figure() +ax = plt.subplot(221) +mesh.plotSlice(m_out, ax = ax, normal = 'Z', ind=-5, clim = (-mrec.min(), mrec.max())) +plt.plot(np.array([mesh.vectorCCx[0],mesh.vectorCCx[-1]]), np.array([mesh.vectorCCy[yslice],mesh.vectorCCy[yslice]]),c='w',linestyle = '--') +plt.title('Z Section') +plt.xlabel('x');plt.ylabel('z') +plt.gca().set_aspect('equal', adjustable='box') + +ax = plt.subplot(222) +mesh.plotSlice(m_out, ax = ax, normal = 'Z', ind=-1, clim = (-mrec.min(), mrec.max())) +plt.plot(np.array([mesh.vectorCCx[0],mesh.vectorCCx[-1]]), np.array([mesh.vectorCCy[yslice],mesh.vectorCCy[yslice]]),c='w',linestyle = '--') +plt.title('Top') +plt.xlabel('x');plt.ylabel('z') +plt.gca().set_aspect('equal', adjustable='box') + + +ax = plt.subplot(212) +mesh.plotSlice(m_out, ax = ax, normal = 'Y', ind=yslice, clim = (-mrec.min(), mrec.max())) +plt.title('Cross Section') +plt.xlabel('x');plt.ylabel('z') +plt.gca().set_aspect('equal', adjustable='box') + +#%% Run one more round for sparsity +phim = invProb.phi_m_last + +reg = Regularization.SparseRegularization(mesh, mapping=wrMap, eps=1e-4) +reg.m = mrec +reg.mref = mref + + + +diagA = np.sum(F**2.,axis=0) + beta_in*(reg.W.T*reg.W).diagonal()*(wr**2.0) +PC = Utils.sdiag(diagA**-1.) + +#reg.alpha_s = 1. + +dmis = DataMisfit.l2_DataMisfit(survey) +dmis.Wd = wd +opt = Optimization.ProjectedGNCG(maxIter=8 ,maxIterLS=10, maxIterCG = 20,tolCG = 1e-4,lower=0.,upper=1.) +opt.approxHinv = PC +#opt.phim_last = reg.eval(mrec) + +# opt = Optimization.InexactGaussNewton(maxIter=6) +invProb = InvProblem.BaseInvProblem(dmis, reg, opt, beta = invProb.beta) +beta = Directives.BetaSchedule(coolingFactor=1, coolingRate=1) +#betaest = Directives.BetaEstimate_ByEig() +target = Directives.TargetMisfit() +IRLS =Directives.update_IRLS( eps_min=1e-3, phi_m_last = phim ) + +inv = Inversion.BaseInversion(invProb, directiveList=[beta,IRLS]) + +m0 = mrec + +# Run inversion +mrec = inv.run(m0) + +m_out[actv==1] = mrec + +Mesh.TensorMesh.writeModelUBC(mesh,'SimPEG_inv_l0l2.sus',m_out) +#%% Plot out a section of the model + +yslice = midx-7 +plt.figure() +ax = plt.subplot(221) +mesh.plotSlice(m_out, ax = ax, normal = 'Z', ind=-5, clim = (-mrec.min(), mrec.max())) +plt.plot(np.array([mesh.vectorCCx[0],mesh.vectorCCx[-1]]), np.array([mesh.vectorCCy[yslice],mesh.vectorCCy[yslice]]),c='w',linestyle = '--') +plt.title('Z Section') +plt.xlabel('x');plt.ylabel('z') +plt.gca().set_aspect('equal', adjustable='box') + +ax = plt.subplot(222) +mesh.plotSlice(m_out, ax = ax, normal = 'Z', ind=-1, clim = (-mrec.min(), mrec.max())) +plt.plot(np.array([mesh.vectorCCx[0],mesh.vectorCCx[-1]]), np.array([mesh.vectorCCy[yslice],mesh.vectorCCy[yslice]]),c='w',linestyle = '--') +plt.title('Top') +plt.xlabel('x');plt.ylabel('z') +plt.gca().set_aspect('equal', adjustable='box') + + +ax = plt.subplot(212) +mesh.plotSlice(m_out, ax = ax, normal = 'Y', ind=yslice, clim = (-mrec.min(), mrec.max())) +plt.title('Cross Section') +plt.xlabel('x');plt.ylabel('z') +plt.gca().set_aspect('equal', adjustable='box') \ No newline at end of file diff --git a/simpegPF/Dev/MAG3Cfwr.inp b/simpegPF/Dev/MAG3Cfwr.inp new file mode 100644 index 00000000..c90b0c01 --- /dev/null +++ b/simpegPF/Dev/MAG3Cfwr.inp @@ -0,0 +1,5 @@ +Mesh.msh ! Mesh file +Obs_loc.dat ! Obsfile +Model.dat ! Susceptibility model +null ! M_azm_dip.dat ! Magnetization model | null +null ! Topography file | null \ No newline at end of file diff --git a/simpegPF/Dev/MAG3Csen.inp b/simpegPF/Dev/MAG3Csen.inp new file mode 100644 index 00000000..210a1da1 --- /dev/null +++ b/simpegPF/Dev/MAG3Csen.inp @@ -0,0 +1,5 @@ +Mesh.msh ! Mesh file +Obs_loc.dat ! Obsfile +null ! Topofile | null +DISTANCE ! weighting flag DISTANCE | DEPTH +G ! Define output TxTyTz | G diff --git a/simpegPF/Dev/MAG3Csen.log b/simpegPF/Dev/MAG3Csen.log new file mode 100644 index 00000000..fc67eff0 --- /dev/null +++ b/simpegPF/Dev/MAG3Csen.log @@ -0,0 +1,35 @@ +MAG3Csen +Generates sparse matrices for magnetostatic forward modeling: Tx, Ty, Tz +Topographic model: nullcell.dat +DISTANCE | DEPTH weighting: wr.dat + +Written by: Dominique Fournier +Last update: July 14th, 2014 + +INPUT FILES: +Mesh: Mesh.msh +Obsfile: Obs_loc.dat +Topography: +Weighting: DISTANCE +Computed 0 pct of data in 0.04128 sec +Computed 5 pct of data in 0.04634 sec +Computed 10 pct of data in 0.05386 sec +Computed 15 pct of data in 0.06035 sec +Computed 20 pct of data in 0.06507 sec +Computed 25 pct of data in 0.07160 sec +Computed 30 pct of data in 0.08211 sec +Computed 35 pct of data in 0.08901 sec +Computed 40 pct of data in 0.09365 sec +Computed 45 pct of data in 0.10179 sec +Computed 50 pct of data in 0.10963 sec +Computed 55 pct of data in 0.11704 sec +Computed 60 pct of data in 0.12449 sec +Computed 65 pct of data in 0.13205 sec +Computed 70 pct of data in 0.13838 sec +Computed 75 pct of data in 0.14311 sec +Computed 80 pct of data in 0.14761 sec +Computed 85 pct of data in 0.15447 sec +Computed 90 pct of data in 0.15941 sec +Computed 95 pct of data in 0.16424 sec +Computed 100 pct of data in 0.17136 sec +Sensitivity calculation completed in: 0.002860 min diff --git a/simpegPF/Dev/MAG3D_inv.inp b/simpegPF/Dev/MAG3D_inv.inp new file mode 100644 index 00000000..9023ae01 --- /dev/null +++ b/simpegPF/Dev/MAG3D_inv.inp @@ -0,0 +1,11 @@ +Mesh.msh ! Mesh file +FWR_data.dat ! Obsfile +null ! Topofile +Model.dat ! Starting model +VALUE 0.0 ! Reference model +DEFAULT !..\AzmDip.dat ! Magnetization vector model +DEFAULT ! Cell based weight file +1 ! target chi factor | DEFAULT=1 +1 1 1 1 ! alpha s, x ,y ,z +VALUE 0 1 ! Lower and Upper Bounds for p-component +VALUE 0 2 2 2 1 ! lp-norm for amplitude inversion FILE pqxqyqzr.dat ! Norms VALUE p, qx, qy, qz, r | FILE m-by-5 matrix \ No newline at end of file diff --git a/simpegPF/Dev/MagForward_Intergral.ipynb b/simpegPF/Dev/MagForward_Intergral.ipynb new file mode 100644 index 00000000..4e7f6242 --- /dev/null +++ b/simpegPF/Dev/MagForward_Intergral.ipynb @@ -0,0 +1,536 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Efficiency Warning: Interpolation will be slow, use setup.py!\n", + "\n", + " python setup.py build_ext --inplace\n", + " \n" + ] + }, + { + "ename": "SyntaxError", + "evalue": "'return' outside function (get_T_mat.py, line 131)", + "output_type": "error", + "traceback": [ + "\u001b[1;36m File \u001b[1;32m\"get_T_mat.py\"\u001b[1;36m, line \u001b[1;32m131\u001b[0m\n\u001b[1;33m return Tx,Ty,Tz\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m 'return' outside function\n" + ] + } + ], + "source": [ + "from SimPEG import *\n", + "import matplotlib.pyplot as plt\n", + "import simpegPF as PF\n", + "import matplotlib\n", + "#from get_UBC_mesh import get_UBC_mesh\n", + "from read_MAG_obs import read_MAG_obs\n", + "from get_T_mat import get_T_mat" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Writing magnetostatic problem with integral formulation\n", + "\n", + "## - Create tensor matrix TxTyTz" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Step:1 Generating mesh and operators" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "#mesh = Utils.meshutils.readUBCTensorMesh(\"Tile1.msh\")\n", + "cs = 25.\n", + "hxind = [(cs,5,-1.3), (cs/2.0, 21),(cs,5,1.3)]\n", + "hyind = [(cs,5,-1.3), (cs/2.0, 21),(cs,5,1.3)]\n", + "hzind = [(cs,5,-1.3),(cs/2.0, 20)]\n", + "\n", + "mesh = Mesh.TensorMesh([hxind, hyind, hzind], 'CCC')\n", + "\n", + "xn = mesh.vectorNx\n", + "yn = mesh.vectorNy\n", + "zn = mesh.vectorNz\n", + "\n", + "\n", + "mcell = (xn.size-1) * (yn.size-1) * (zn.size-1)\n", + "\n", + "N = mesh.gridN\n", + "\n", + "Utils.meshutils.writeUBCTensorMesh('Mesh.msh',mesh)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "sph_ind = PF.MagAnalytics.spheremodel(mesh, 0, 0, 175, 50)\n", + "\n", + "Utils.meshutils.writeUBCTensorModel('Mesh.dat',mesh,sph_ind)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[0 0 0]\n", + " [1 1 1]]\n" + ] + } + ], + "source": [ + "# Load in obsfile\n", + "#Decl, Incl, B0, Mdec, Minc, obsx, obsy, obsz, data, unct = read_MAG_obs('Obs_RAW_REM_GRID_TMI.obs')\n", + "\n", + "Incl = 90.\n", + "Decl = 00.\n", + "B0 = 50000\n", + " \n", + "# Or create juste a plane grid\n", + "xr = np.linspace(-125, 125, 25)\n", + "yr = np.linspace(-125, 125, 25)\n", + "X, Y = np.meshgrid(xr, yr)\n", + "Z = np.ones((xr.size, yr.size))*280\n", + "rxLoc = np.c_[Utils.mkvc(X), Utils.mkvc(Y), Utils.mkvc(Z)]\n", + " \n", + "aa = np.array([[0,0,0],[0,0,0]])\n", + "\n", + "aa[1,0:3] = 1\n", + "print aa\n", + "ndata = rxLoc.shape[0]\n", + "\n", + "# Write obsfile in UBC format\n", + "with file('Obs_loc.dat','w') as fid:\n", + " fid.write('%6.2f %6.2f %6.2f\\n' %(Incl, Decl, B0) )\n", + " fid.write('%6.2f %6.2f %6.2f\\n' %(Incl, Decl, 1) ) \n", + " np.savetxt(fid, rxLoc, fmt='%-7.2f',delimiter=' ',newline='\\n')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# Create magnetization matrix\n", + "mx = np.cos(np.deg2rad(Incl)) * np.cos(np.deg2rad(Decl))\n", + "my = np.cos(np.deg2rad(Incl)) * np.sin(np.deg2rad(Decl))\n", + "mz = np.sin(np.deg2rad(Incl))" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "Mx = Utils.sdiag(np.ones([mcell])*mx*B0)\n", + "My = Utils.sdiag(np.ones([mcell])*my*B0)\n", + "Mz = Utils.sdiag(np.ones([mcell])*mz*B0)\n", + "\n", + "#matplotlib.pyplot.spy(scipy.sparse.csr_matrix(Mx))\n", + "#plt.show()\n", + "M = sp.vstack((Mx,My,Mz));\n" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'empty' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;31m# Call the function to build tensor matrix\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[0mTx\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mempty\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mndata\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m3\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mmcell\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mfloat\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[0mTy\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mempty\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mndata\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m3\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mmcell\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mfloat\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[0mTz\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mempty\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mndata\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m3\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mmcell\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mfloat\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mNameError\u001b[0m: name 'empty' is not defined" + ] + } + ], + "source": [ + "# Call the function to build tensor matrix\n", + "\n", + "Tx = empty([ndata,3*mcell], dtype=float)\n", + "Ty = empty([ndata,3*mcell], dtype=float)\n", + "Tz = empty([ndata,3*mcell], dtype=float)\n", + " \n", + "Tx, Ty, Tz = get_T_mat(xn,yn,zn,rxLoc)\n", + "\n", + "print Tx[0,0],Ty[0,0],Tz[0,0]\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For sparse matrix\n", + "b = A*x\n", + "\n", + "For dense matrix \n", + "b = A.dot(x)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "x = np.ones(10)\n", + "y = np.ones(10)*3" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "30.0" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x.dot(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "Gx = Tx*M" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "cs = 25.\n", + "hxind = [(cs,5,-1.3), (cs/2.0, 41),(cs,5,1.3)]\n", + "hyind = [(cs,5,-1.3), (cs/2.0, 41),(cs,5,1.3)]\n", + "hzind = [(cs,5,-1.3), (cs/2.0, 40),(cs,5,1.3)]\n", + "M3 = Mesh.TensorMesh([hxind, hyind, hzind], 'CCC')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Step4: Compute analytic function (sphere in whole space)\n", + "Outside of the sphere $(r>R)$\n", + "\n", + "$$\\mathbf{H}_1 = H_0 \\hat{x} + H_0\\frac{R}{r^5}\\frac{\\mu_2-\\mu_1}{\\mu_2+2\\mu_1}[(2x^2-y^2-z^2)\\hat{x}+(3xy)\\hat{y}+(3xz)\\hat{z}]$$\n", + "\n", + "$$H_{x1} = H_0 + H_0\\frac{R}{r^5}\\frac{\\mu_2-\\mu_1}{\\mu_2+2\\mu_1}(2x^2-y^2-z^2)$$\n", + "\n", + "$$H_{y1} = H_0\\frac{R}{r^5}\\frac{\\mu_2-\\mu_1}{\\mu_2+2\\mu_1}(3xy)$$\n", + "\n", + "$$H_{z1} = H_0\\frac{R}{r^5}\\frac{\\mu_2-\\mu_1}{\\mu_2+2\\mu_1}(3xz)$$\n", + "\n", + "Inside of the sphere $(r\\le R)$\n", + "\n", + "$$\\mathbf{H}_2 = H_0\\frac{3\\mu_1}{\\mu_2+2\\mu_1}\\hat{x}$$\n", + "\n", + "$$H_{x2} = H_0\\frac{3\\mu_1}{\\mu_2+2\\mu_1}$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Step5: Projection to receiver plane" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "rxLoc = np.c_[Utils.mkvc(X), Utils.mkvc(Y), Utils.mkvc(Z)]\n", + "Qfx = M3.getInterpolationMat(rxLoc,'Fx')\n", + "Qfy = M3.getInterpolationMat(rxLoc,'Fy')\n", + "Qfz = M3.getInterpolationMat(rxLoc,'Fz')" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "100.0 kang\n" + ] + } + ], + "source": [ + "Bxr = np.reshape(Qfx*B, (size(xr), size(yr)), order='F')\n", + "Byr = np.reshape(Qfy*B, (size(xr), size(yr)), order='F')\n", + "Bzr = np.reshape(Qfz*B, (size(xr), size(yr)), order='F')\n", + "H0 = Box/mu0\n", + "flag = 'secondary'\n", + "if flag=='secondary':\n", + " Bxr = Bxr-Box\n", + "\n", + "# Bxra, Byra, Bzra = MagSphereAnalFun(X, Y, Z, 100, 0., 0., 0., mu0, mu0*(1+chiblk), H0, flag)\n", + "Bxra, Byra, Bzra = MagSphereAnalFunA(X, Y, Z, 100., 0., 0., 0., chiblk, np.array([1., 0., 0.]), flag)\n", + "\n", + "Bxra = np.reshape(Bxra, (size(xr), size(yr)), order='F')\n", + "Byra = np.reshape(Byra, (size(xr), size(yr)), order='F')\n", + "Bzra = np.reshape(Bzra, (size(xr), size(yr)), order='F')" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAm8AAAD9CAYAAADqB5DpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzsnXl4VdXV/z93yM29SW7mmcwhIQQQAoGAA6IVHNDawdah\ntYP2V1rbqrX4OrR9a/taS7WvtaJWtFrrgLWtbR2qIqiIoIDMY8gcMs/jTXLH8/vj5A4JZJ8TkVeU\n/XkenmRf1jp7n+QmZ2Xt717LoCiKgkQikUgkEonkU4Hxk16ARCKRSCQSiUQ/MniTSCQSiUQi+RQh\ngzeJRCKRSCSSTxEyeJNIJBKJRCL5FCGDN4lEIpFIJJJPETJ4k0gkEolEIvkUccLB26ZNm5g+fToF\nBQWsXr36uDZ33HEHeXl5zJs3j/Lyck3fQ4cOcemllzJnzhwuu+wyDh8+fKLLlEgkEolEIvlMYDjR\nOm8lJSX84Q9/IDs7mwsvvJDNmzeTmJgY+P/t27dzyy238PLLL7Nu3Tqee+45Xn311eP6btmyhYSE\nBK666iq+9KUv8dWvfpXnn3+el19+meeff/7E7lQikUgkEonkM8AJZd76+voAWLx4MdnZ2Sxbtoxt\n27aNsdm2bRtXXHEF8fHxXH311YEs2vF8t27dCkBMTAxdXV34fD66urqIi4s7kWVKJBKJRCKRfGYw\nn4jzhx9+SFFRUWBcXFzM1q1bWb58eeC17du3c+211wbGSUlJVFdXU1tbO6Hvfffdx4IFC7j99ttJ\nT09n+/btx8xtMBhOZOkSiUQikUgk/6d8XE2tTvqBBUVRjlnsRIGX//XrrruOH/3oR3R1dfG9732P\n66+/Xnjt0+nfL37xi098DfK+5X3L+5b3Le9b3re878n9+zg5oeBt/vz5Yw4gHDx4kIULF46xKSsr\n49ChQ4FxR0cHeXl5lJaWHuNbVlYGwObNm7nuuuswm81cf/31bNq06USWKZFIJBKJRPKZ4YSCt5iY\nGEA9NVpXV8f69esDAZifsrIyXnzxRbq6uli7di3Tp08HIDY2dkLf8847j5dffhmAl156iaVLl57I\nMiUSiUQikUg+M5yQ5g3ggQceYMWKFbjdbm688UYSExNZs2YNACtWrGDBggWcffbZlJaWEh8fz7PP\nPiv0BfjZz37G3XffzT333MPMmTP5+c9/fqLL/MywZMmST3oJnwjyvk8v5H2fXsj7Pr04Xe/74+SE\nS4V8UhgMho99D1kikUgkEonkZPBxxi2yw4JEIpFIJBLJpwgZvEkkEolEIpF8ipDBm0QikUgkEsmn\nCBm8SSQSiUQikXyKkMGbRCKRSCQSyacIGbxJJBKJRCKRfIqQwZtEIpFIJBLJpwgZvEkkEolEIpF8\nipDBm0QikUgkEsmnCBm8SSQSTRRFobm5+ZNehkQikUiQwZtEItFBZWUll156KQAOh4OHH374E17R\nqc9DDz1Ef38/AOXl5QwPD3/CK5JIJJ8VZPAmkUg0ycjICARsPp+Pzs7OT3hFpz5DQ0O43W4AfvrT\nn9LY2PgJr0gikXxWkI3pJRLJpPB4PBgMBkwm0ye9lFMa/+8nRVF44403uOSSSz7hFUkkkk8S2Zhe\nIpH8n1JRUcENN9wAwGuvvcaVV1550ud0Op34fD7d9l6vl4qKiknPMzIyMmkfPcTGxtLX14fT6eSJ\nJ544KXNIJJLTExm8SSQSTVJTU3njjTdoampi6dKlnHvuuZPy93g8um29Xi8Al112GTt37hTaulwu\n3nzzTQBaWloCAaZeNm7cyJw5cyblo5cXXniByspKbDYb99xzj9S8SSSSjw3zJ70AiUQylv5+2LwZ\npkyB2bO17YeHYeNGUBQIC4PzzwetHc077vgj0dHTmD37fMxm1ccs+G0QGRnNj3/8V7ZtiwN87Nun\nrXnbu9fDbbd9n+9+9wFeeOEe8vKy+M1vVgh9Vq/ewt///iC33/4CixevJCZG/AVobx/myiu/wWWX\n/ZCrrvoZP/nJBhwOiIyc2OfgQQdvvnmAiIgYkpPL+PWv39a8l+3boaFhEKs1ErfbSXx8D4sXpwl9\nDh/24vW66OiAe+/9bx555JcUFxdNaO92Q2HhLFat2oTdHkdaGpSUiNfl8cDbb6sfjUY47zwID9e8\nHXbvhpYWWLwYoqK07SUSySmG8inlU7x0iUTIn/6kKHFxilJYqM/+lVcUxWK5RJk372UlKkpR9u/X\n9omJ+ZMyZ85byoUXupXIyL3Krl1i+z17FMVuV5SLLvIpZWUHldRU7TkWLFCUadP+pSxbNqwsXtym\nxMYeFdp3diqKyfRX5eyz9ysXX6woZ5yhKNdeK57jL39RlJSUNuWss/YqF1+sKOHhlypPPNEr9Dnz\nzL8pYWEZyqxZTykXX6woJpOi9PWJ57HbFSU+fqly1ll7lMzM3yj5+Y+IHRRFiYvzKeef71MWLHhb\nsdmOKAcPiu23blUUm+0JZdkyh7JkiaLk5GhOoezcqSjh4Xcrs2c/pyQkKMq6ddo+iqIoubnqe+wv\nf9FnL5FITpyPM26R26YSySmG2w1z56rZFD14vbBgwX/z7W8fxW7/HaO7jkKs1ut5/fXzue++wzgc\nszV9qqoOEx7+I554ooXw8JvweLRFt14vPPPMF1i3zsq//50MZArtfT4ID6/i2WftvPYaLFr0DO3t\n2zV9Lroomc2bz+C11+Ccc+7AbI4Q+kyZ8hWefbaBffu+yWuvqZknLWmdy7WJN974PZs3z+avf72d\n5OTvix2Anp4onnrKweWXf0BGhlnza+z1wpw51/H661b6+hbS1KSddvV6ITu7jN//Po1Zs1p0fe9h\n8u8xiURyaiGDN4nkFMPrVbc/9T6IFQXi48u44IILiI6+BD2HmbzeDvbs+ZCbbrqJzMzVmj6JienE\nx19Leno6f/nLywwPP6g5R3f339iw4e/6bgL1PiIjf0p2djYAMTEpmM12oc/IyBAtLW8FxklJZ2Iy\nhWnO42f//v04HJdr3r/Ptz9Qs00vMTEOoqKiuPPOO1EUD8PDQ5rrGhjYzmOPPUZ7ewtxcY9rzqEo\nEBNzAX/961/ZuHGKru89TP49JpFITi1k8CaRnGL4fOqDVe9BS0UBt7uLu+++m+HhD3U9wIeGHuDr\nX1/Ot771LVJSfqhpHxUVQ1TUAgCMRgM+X4emj9VaTF5eMQAbNrzO0NBtmvdhMATHZ5yxjOjo6UKf\nkZEBamqeC4xD/SfC5RrA4egBoKCggIiIhzW/ZmbzD1i4cBEAg4O9uN29mvOE3k9Hx100NtYK7T0e\nDwcOlGGxWHj11R1YLAt0zTE4+AFf+9rXOOecw7qDt8m+xyQSyamFDN4kklMMrxcslsll3jZsyCci\nIoKEhG/qeoAbDHH87W9v8o1vfIPh4T14veKneGggYrNZiYy8W3MOm20m+fkzAJg/fyHh4donQUdG\n/kpPT4/2DYwSHZ3C2Wc/GRi/995X6OlpFfo0N/+TV175HQBWqxWjMUP3fACvvvokHR1PadqNSlwA\nyMpay9SpM4T2BoORmTPf4brrriMxMUnX91FRoKNjDS+88AJ2+7RJZd4m8x6TSCSnFjJ4k0hOMT7K\ntunCha9w8cUX09x8p64HuM22klmz1BIZdXXfw+l0Cu2rqw/Q0HDzmDn1rMsf8MXFxWEwZGvae72H\nA2vZtu1vtLe/p3sOgOLildhssUKfrKxvcs01vw6MDQbt+/F43qGpqQGAa665hdTUm8UOwMCAdczX\nVWsOg8FIbOwSAHbt+oCeHm1dnaLAlCm3c8455zAy0ii3TSWS0wQZvEkkpxgfZds0Kekc8vPzSUi4\nVvcD3M+MGVuxWm1Cm6SkDBISvgaA2+1iePgBzet2dz/Lu+++BOjbzgSIivolqampAERHJxEWFiO0\nHxkZoLX13cA4MbEMi8WqbzKgqqqKgYGlmnaKspuOjnZgMvfixGZT1+JyVTA05NC9rsLCGURF/UTH\nusBmK2LNmjVs3bpEbptKJKcJJxy8bdq0ienTp1NQUMDq1auPa3PHHXeQl5fHvHnzKC8v1+X75z//\nmenTpzNjxgxuu02slZFIPkt8lMybong577zzCA/P0/UAdzpfobe3G9CXebLbY4mMnB8Y+3ztmnNY\nrbPIzp4GwLvvvs3wsDhbNT6LNmPGecTEnCH0GRzsprb2hcBYz724XP0MDamataysLCIjn9T0MZlu\nYe7ceaNz9uF269/aBWhr+xUNDdVCm87OVsrLrwIgOjoak2mq5nUVBfr73+HWW2/lnHN2ysybRHKa\ncMLB20033cSaNWvYsGEDDz/88DENq7dv3857773Hjh07WLlyJStXrtT0PXDgAI899hgvv/wyBw8e\nHOMjkXzW+SiZt927V/DMM89gMoXreoC73VsZGhoEYHj4oGaLqNDAKjzcgs12j+YcVuts8vLUorQl\nJfMIC7tJ02d4+BkGBwc17fwkJGRz5pmPBMZbtnyDjg7xwYCGhud4442HAbBYLJhM4hImMPb+1617\njvb2NZo+Pl9Q85ad/SwFBeJANDIyhowMNcDVE4T619Xf/w45OTlYLDGTyrzBEG63rBUikXwaOaEO\nC319fQAsXrwYgGXLlrFt2zaWL18esNm2bRtXXHEF8fHxXH311fzsZz/T9H399de5/vrrKSgoACAp\nKem48991112Bz5csWcKSJUtO5HYkklOC/v5OWlt3MTj4GPAPTXtFgczMK0lIiKG+fgWKoh1Y2Gy/\nJnM0ZmlouJPu7geBiTVpFRV7aWj4C3C/7sAilJiYGIxG8RaoooDHcxC3+1IAduz4N62tduBzQp/Q\nbN306TditycL58nN/T5XXBEc67kfn28Dzc3F5OWlc8UVN7Bxo9geYGjIjM/nBMy65rBYbMTELASg\nvr6anp5bgX8KfRQFsrN/RWGhh+HhOhQlR3thgMv1NO+++xJO5zXAl3X5SCSSybFx40Y26vll8RE4\noeDtww8/pKgo2O6luLiYrVu3jgnetm/fzrXXXhsYJyUlUV1dTW1t7YS+69atY+bMmZSWljJnzhxu\nueUWiouLj5k/NHiTSD4rbN++hl27nsBsflOXvaJAaupSior6SUn5waQDq6KilxiVmU1ISkoWCQnX\nAGpJi5GRB4FbhD5dXU+yZUsaJSUX6w74oqNXERenfm63JxIWJtbiORw9tLYeBM4GICGhVFd7KD/N\nzc309X0V2Cy08/l20tOTAqTrvpeICG+g5ZjTWcnQUBqgrxdVauoUoqJ+rWnnD147OjrYtetrKMoW\nXdf3ep9myZLHycvL1WUvkUgmz/ik0i9/+cuP7don/cCCoiijR+aDGCZQ/PpfdzqddHd3895773H5\n5Zfzwx9q16GSSD4rTJ/+FUpKvo/TeZ0ue/8DPDo6msjIM3Rq3v4eKBqrT/MWR1RUqX9GFEW7zpvN\nNoesLFW39cEHW3A6xacnj82inU1c3DyhT39/G/X1weyUPs1bH8PDasHd5ORk7PbndGjebmPmzFkA\nDA724/F0ix0Yez9tbXdTX18ptK+tPUhlpVpOxWazYjKJa9z55+jpeZ2oqCgWL96iO3BXlFns2/cw\nVVXafV0lEsmpxwkFb/Pnzx9zAOHgwYMsXLhwjE1ZWRmHDh0KjDs6OsjLy6O0tPQY37KyMgAWLlzI\nlVdeic1m47LLLqO8vFxTkyORfFaIjS1k0aKbMZme0mWvKPD++1fgdDp1Z4U8nk14PC4AhofLNU9C\nhgYiFksYVutvNOewWueSna1KH2bOnIXZfKumz9DQk4GfdT2nOlNTi1i48P7AeOvW79HUdEjgAfX1\nj/PWW08AYDabMZvFJUxg7P2/884/aGvT7jARWuctJ+cvFBWJu8wnJGSQnn49MDnNW0/PawwMDEzK\nB35PQcGFRESkaTtIJJJTjhMK3mJiVA3Lpk2bqKurY/369YEAzE9ZWRkvvvgiXV1drF27lunT1b8m\nY2NjJ/RdtGgRr7/+OoqisG3bNvLz87Fa9R//l0g+zQwMtHHgwJN4vdraNVAfxrm536Kzs5N9+0ro\n79eu/m+1riYmRv0ZbGj4H1pa6oT2FRW7qa8PBl96Mzz+gCcmJhqDIU9oq2reDuAbPamxe/drNDe/\npukTGuQVFq4gLk5cdDc/fyWf//yPj7mOCJ/vDdrb2wC4/PLrSEu7S+wAjIyM/fWqNUdkZAx2u5pp\nbG9vpbf3Qs05FAUKClaTnp5Oa+srtLXV6fKBJ3j77f/SLM4skUhOTU5I8wbwwAMPsGLFCtxuNzfe\neCOJiYmsWaM+dFasWMGCBQs4++yzKS0tJT4+nmeffVboC3D55Zfz5ptvUlxcTFFREffff/9x55ZI\nPg3cdRc4HHDfffrsDxxYy9at/4Oi7NM9R0bGpaSnK0yf/gpRUeIitX78QU9R0XPkakifUlKySUxU\ny1goig+n835AfAq8q+tRtm0r4IwzJj5wEIqiQGzs/USM9pW32xOwWMQ+AwMdtLVVA2rGPyGhBJtY\nJgcE7723t5eenvOA3Rpr+5De3lwyMlK0Lz5KeLiCcTR+czqrcDhS0dK8BYsaxxMZqe/3nt9ncLCC\nkRFtDZtaHuTvfPWrL2C3F+qaA+CmmyAlBe68U7eLRCI5SZxw8Hbuuedy+PDhMa+tWLFizHjVqlWs\nWrVKly+AyWTi0UcfPdGlSSSnBKtWgdOpP3ibPv3bhIX18+abl+Pz7QwEABPhzz4ZDAas1gxdWTGX\n62+MjFxGTIxN13ZbdHQ8UVHxgbG+Om/zyMhIAGD37h24XI8AT4qdQigoKGPXLrFNT08TDQ2v4A/e\n9NyL09nD8LAZsGO324mJ+ZeO7gc/x3++amhoALfbBSTouQ0AWlt/Q13d9zn33NIJbWpq9lNR8Riw\nmvBwCyaTuJ0WQFNTDUePvgDcwbRpPwmcIBbh9YLJdBHvvfdrpk69ErhE1z08+CAkJMjgTSI5FZAd\nFiSSUwyLJZalS3+GwfA3XbXedu58ic2brwRAUUbweLQrr3q97+LxuAEYHj4yKc2byWQkPPxezTls\ntvlkZKhbpYWFRZhM4qe+ooDD8Rje0cqxejRvmZlzmD8/eCpz+/abqavbKfSpq3uITZvWAuofimZz\njvZEIWza9AptbeJIXFEUfD4lcA+5uU8wffrEgRtAUlIW6enfBvRr3qzWSCIjiybl4/OB2Xwj8+Z9\ng6ioLG0HiURyyiGDN4nkJKO3nZKf/v4WnnnmqxiNVboq4M+efSlnnfU0AAcOXEBV1R5NH4vlYaKj\nowE4evTXNDWJq/8fPryD+vrbgcmJ6f33brdHYTBodwxwu/cFTqfv3/8WTU3/0j0HQEHBt0lMFGvr\nCgp+zkUXjd0d0Na8/Yfu7i4ALrnkGtLTj91JCMXr9eJ2mwNr0/M1i4iIITp6LgAdHe3092u37YqN\nTSE5+YsAtLa+QXt7naaP1ws+33/z8ss/Ij5+pqZ9KJN9L0skkpODDN4kklOM6up/k5ExG5Npka7M\nm8FgwmxWi5vNmbOZwkJxeY2gn/px+vSnyc8XV/9PS8slMfGrgbHLpb0H3NX1IDt3ihvLh6IoEB//\nEObR4mhRUXFYLMcv0O2nr6+Vjo4PA+OEhNlERsZpzuO/d6fTSWdnkY5gdBv9/f1aRgHMZjNhYcHI\ne2SkCodjQNMvqHmLIyLi95r2officNTgcPRp+qjvqV5uvXW/bI8lkXxKkcGbRHKKMX3697noojtx\nuxfoeriGPsD1ZsXc7r/icjl1+0RHJ2C3zw2xbz+mfuN4bLYFpKer23IHD+7H7f6a9sJCyMubS0LC\n2UKbrq46GhreGPOadp23boaH1RZcFouFuDjxiVaVXwUK2g4PD+J2d2rYj/2+tLbeS22tuIRJdfVe\njhy5aXRdYRiN2lmxhoYK6uvVQLqw8AaysmZr+ni9EBn5EIcOvUxFhbiDg0QiOTWRwZtEcpKZ7FaT\n2tvURETEK7oyb9u2/Y3Nm78BnIjmTdxPdHyAaLHcN2GxbT8220KmTFFrqOXn52M03iW093i8DA4G\ny6PoCSpzcxdSWvrzwHjHjjuorBR3S6iuvo+tW/81OoeBsLA8XQGv/3a3bn2TtjZx9wN/cXK/T17e\nY8yYUSb0SUrKZsqUbwXm0qd5iyIyctqkfHw+MJkgOTmPqCjxFrNEIjk1kcGbRHKSmWy7qv7+RhyO\nDszmAl2Zt3nzvsxZZ/0JgP37l3P48HZNH4vlj0RFqWUr6utX0dRUJbQ/dGgbdXU/DYz1F4NViYiI\nwGAo0LBXcLv3h8z5Ho2NL+ieAyA//2ukpoo7ExQV/Ybzz79WaHMsL9Pbq9bP+9znvkR6unhL0+l0\n4vWOrU2p9TWLioolOlot5Nvd3cXg4Pmaq4qPTycl5fMAtLaup7VVrF1U1+bB6VxDVtZsEhLmaNpL\nJJJTDxm8SSSnGFVVf6W8/E1MJnQFb6rmTS2IVlLyFsXFizR9QjNpxcV/Jj9f/BBPT88nKemK0fnA\n7f5doJjuRHR1/Y79+7cFfLRbUJlJSHgoMI6KisViETeZ7+lppLMzWE8kIWEmUVHiEh7jDzm0txfg\ndnuE9vA+DoeandRzL1arFaPRGaKtq2ZwUKyZC11XdHQ0VqueLg7Bzx2OWhyOHk0ft9uHz3cIo1Hf\n+0sikZx6yOBNIjnFKC5eyVlnfZ2+vpkMDzs17T+K5s3jeX60VplezVsiUVHB9k6K0qFD87aI5OQp\nAFRUVOD1fll7YSFkZ88iKek8oU1HRxWNjW+NeU1b89bFyEiwNEpCwjpMJpPGalaRkaF2bhgeduDx\naNe5C6W5+T5qag4IbSord1FernZ+0Kt5q68/RH29mgUsLPwuOTniciQAZrOF2Ng/cPjw61RUrNWx\neolEcqohgzeJ5BRDLaIKsbH/wmgM07T/4INn2LLl/wHg8+nTvPl8G/F41GzT0FDFpE5CGgxgNv9W\nM+CxWs8iLU0NeLKyMjEY7hHaj4w4GRwMFvHVE1QWFCxh7txg267du3/FoUPrhT6Vlb9k9+51gXFY\nWB4wsX5v/Bp27nyXtrZfCOcYX+ctP/9RZs48U+iTkpLLlCnfnHDe42GzRRMZqXZJ0Bu4+99fiYnZ\nREWJt7IlEsmpiQzeJJJTjIGBowwNdRIeXoCeH9H586/hzDMfBmDfvi+yf792eQ6zeQ2RkWofqvr6\n39LYWCG037//ferq1IMBeoMEvy1ARIQNmCa09Xo9uN3B7FRl5XYaGp4W+oxfR27uV5gyRXzisrj4\nQc4660vHrFHMvxgYUAPcxYsvIS3tj0Jrh8MBRE0qIxoVFUdMjLp93dvbw/DwEs1VJSRkkJKyHIDW\n1rdpaRF/HwGGhoYZGnqSzMxi4uPna9pLJJJTDxm8SSSnGNXVT1Fe/q5uTVKo5m3evNc544wlmj6h\nW60zZjxBQYG4NlxGRgFJScFtT6/3/kDmbiK6uu7h0CFxz9BQbLZIEhKC/TwjIqKxWFKFPj09DXR2\nBosSx8dPJzparJMbH0S1tc0R1nBT7d9jeHhYeN1Q1MMgwa3ZkZEaHI7JaN7sWCyrNecZW+etjsHB\nbk0fp9ODx1OOyYSu08wSieTUQwZvEskpRlHRf3PmmV+mvX0BXV3aD+PxwYi+rbO1gVIherJCMTFJ\n2O1zQuz1aN7OJilJDb4aGo7i810qtB9/kCAzs4jk5GVCn9bWcpqaNh5zHREuVydO51BgnJj4LyIi\nIoU+RuP9JCerQeHIyBBud5t4klH899PcfD+VlXuFthUVOzh8eCUAYWFmDIZZmtevrd1HXZ16yKOg\n4Dry8hZq+thsdpKT76W8/B0qKvT1mvV/TSd7cloikZwcZPAmkZxkJvvg8/nAaITk5OeJiIjWtN+8\n+U9s2fKDUd8RzYyYupZ3Aj1EHY5KTc3b+EMRJtNvCAsT6/Gs1sUkJ6cBkJKSAoi7MgwPD9Hf/9Qx\n84ooKlpKScnNgfHu3Xdz6NCbQp/Kyp+xd+/bgbHZnIvROLF+b/wa9u79gLa224VzqIFtUPM2depD\nzJ59jtAnJSWPKVO+PuG8x8NmiyEqSm07Npk6b0YjJCZOISpKXFbFj/8tpeOtJZFI/g+QwZtEcpLx\nb33qLcvQ31/L8HAPVms+BoNZ076s7FuceaZ64nDfvqvZvfstDQ8wGh/HZlPrkNXX30djY7nQfv/+\nzdTW3hUYT7a3qdUaDogDBY/Hg9sd7EJQVbWDhoanNOcIJTf3Ch2at0dZuDCYBdTSvKlz/IOhITVb\nt2jR50hP/7PQp6+vH4gRrnU8dns8sbFqdnNgoB+nUxzsgVrYNyXlIgBaWzfS3HxY06evr5+BgWfJ\nyCgkPl67rAyA2z32o0Qi+WSRwZtEchJRFDVbYbHof/DV1a2hqmqbbk2S0WgO0bz9i7lzL9S1Ln/Q\nMnPmYxQUiIXrU6YUkpSkNkA3GMDrfQCXyyX06e6+i4oKcXmMUKKioklMvDcwttnshIenacxxlM7O\n4HZkfHwRdnuK0Gd8ENXSMpe+vl4Nn3dxOrXLtviJjo4Bghq3kZEaBgbEfUdDvyeRkRGYzY9ozhPq\nMzTUwMBAl6bPyIgTt/vIpOq8ud0QHi6DN4nkVEEGbxLJScTjUcsyTCZ4Kyxcxfz5F9HQcB6NjQ26\nfCZb583new6v16PbJzY2Gbs9NKOlrXmzWs8lMVHVibW3twFLhfbHat6mkZgoDkTb2o7VvGnhdI7V\nvCUnv0hEhF24LpNpNXFxcaP+w7jdrZOas7n5D1RViQ9vHDmyjUOH/gvQr3mrqdlFXd2jABQUXEtB\ngbgXLKj6xfT0/6Gq6gOqqrQDRFDfuzab+lHq3iSSTx4ZvEkkJxG3G8LC1H96gzd/Ha6MjCeJixOf\ntgR4992Hef/9WwDw+Zy6NG/wdqBDgqp5E5+EhLEBosHwa8LDw4X2Ntt5geAtPj4e+IPwwT805KC/\n/y861h5k2rRllJTcFBjv2nUPBw++IfCA6uo72bdvY2BsNudq1qwLDSoPH95FW9uPhfY+n6p58zN1\n6h+YPXuJ0Cc1dSoZGV8LjPUESRERsURF5QfWOJk6b/HxqURFaRcChmDmTXZlkEhODWTwJpGcRD5K\n8DY4WM38R+DZAAAgAElEQVTwcB9Way4mk3aR3jPPXMGiRasA2Lv3G+zY8ZqOWZ4gPFzdaq2r+1+O\nHj0ktN67911qa/8H0B8khNqohxuKhfYejweXK7iO6updNDToOw3pJy/vS2RkiFt9FRU9RlnZJYGx\n1v0oCvh8fw1sm86dexbp6c8L51BPCQfbdOn5mtntCcTGqtnNoSEHbre4qC+ozeVTUtSMZmvrezQ2\nam9T9/R00dv7AunpucTGLta0h4/2PpZIJCcPGbxJJCeRj/LQq6//A3V1e3X3Ng3VvJWWvsD8+Z/X\nNY8/mzRr1qNMmyYuMZGZWURS0uWBsaL8QVMD1t19J3V1waKxWgGM3R5DUtJvA2M9mreurno6O/cF\nxqrmTTtbGUpzcyk9PRNrxRRFPZ3rz2jqCcQSEhIwGoNlXoaHaxkc1NLVBb8nNpsVk+lRzbWP1bw1\nMjjYqekzNDSMy1U5qTpvbjf4fB9iNO6XwZtEcgoggzeJ5CTiD97MZgWXS59YaOrUBykpWUxNzeep\nqhJnxGDyvU3V/382UCok+NrExMamEB19RmAO6NRsTG+1fo7YWDX71Nvbi6KIT0+O17xlZBSQmHix\n0Ke9/TBNTe+KFz+OYzVv/8BujxX6qB0pIkf9R/B4WoT24++luXk15eU7hD7l5R9w4IBagkTdxj1D\naA9QUbGNuro/AVBQcDUFBUs0fRITM8jK+hl1dXupqfmdpj2o72OXayNhYUYZvEkkpwAyeJNITiI9\nPQO43c/T0jKLxsYmXT5er6otysl5iLS0fE37d975Pe+/fwcwGc3bW4EDB0NDVQwN6a/+r378H2w2\nm9DHav0c8fFq8BYVFYXB8KgwSHQ4BunrE7fDGs+0aRdRUvKjwHjXrlUcOPAfoU919W0cOBBsIRYW\nliPUvI0PxCorD9DW9gPhHP46b34KCu5n3rwLhD7p6YVkZV0D6G3ZBZGR8URG5gZ89GrejEaIi0sk\nIkK8xezH7YaUlFuxWmfI4E0iOQWQwZtEchIZHnbj9e4mN3cLsbHiLUA/g4NHcLkcRERkYTKJDwUA\nnH32j1i06FcA7N37/9i69V9CezUY+TNms1pDrrb299TVibVSe/a8TU2NuLG8CLPZjMEwQxhcuN1u\nXK5gnbKamt00NDwxqXny8r5IZqa41VdR0RPMnx88xaon6PF6n8c9GrXMmlVKWto/hfZtbe14vWNL\nlmj3Nk0gNlbNto2MDOPxaHdLSE0tIDX1c6Nzvk9j4z4ND2htbaSn5yWSk6cQGysOKP1IzZtEcmpx\nwsHbpk2bmD59OgUFBaxeffxefHfccQd5eXnMmzeP8vJy3b7/+7//i9FopLtbu0WQRHIqEhkZT0rK\nvVitMfh84hONfhoa7qa1tQajcTJ13tSDDaWlT7No0VeE9uMzSWec8TBFRWJxfGZmMcnJlwF+39UM\nDYl7fXZ338bRo9WBsVY2KTo6jpSU3wTGERF6NG91dHbuD4zj46fp0ryFrqWpqYzu7o4JbVXN21uB\nbWY9WbHk5BTCwtoD45GROgYG9GverNZwDIY1mvOEBoQORxP9/e0TG48yNOTA6azVrakEaGpqoqfn\nMbq6LqChQV8GWSKRnDxOOHi76aabWLNmDRs2bODhhx+ms3OsYHb79u2899577Nixg5UrV7Jy5Upd\nvg0NDaxfv57s7OwTXaJE8onxUTIWubnPUFg4i6qqb7Jnz2ZN+0eGlrAzXNUu6dW8KcozYzRrWj5x\ncanY7aF1x7p0aN4uIDZWrY02MDCA13vmpGqEpadPJTHxEqFNW9shmpo2BcZ6AiunswOnMxh4pqS8\ngN0eJ/SxWP6E1ap2pHC7nbjdYs3beJqaHqa8fLvQprx8CwcO/BQAo9EIiDtF+H3q6p4CoG92BW+l\niVuQAaSnTyMn52ZaW2uoq/uFpj2A261gMkFKyiPY7Um6fCQSycnjhIK3vj61YvjixYvJzs5m2bJl\nbNu2bYzNtm3buOKKK4iPj+fqq6/m8OHDunxvueUW7r33XiSSTzPt7Z04HC9SWbmUvXvFD28/Pp9a\nhys//x7y8+dq2ld732XPyOpRX2eg4byYDYHPhoaqcTjE1f9hfGB0l2Yzd6t1KbGx8QBERERgMj0m\ntB8cHKCv75kJ5js+RUWXUFIS1J/t3HkvBw68KvSpqfkvDhwIBsUWS05gC/l4jA84q6oO0dHxPeEc\n4+u8FRTcx7x5y4Q+aWnTyMq6CtCveYuKSiAqKgeA6vB/UO4R93VV16a+v+z2aCIixJ01/MTFZZCZ\n+V0iIwsxGCz6FieRSE4a2o0TBXz44YcUFRUFxsXFxWzdupXly5cHXtu+fTvXXnttYJyUlER1dTW1\ntbUT+r700ktkZGRwxhni01Z33XVX4PMlS5awZMmSE7kdieRjZ3BwCJfrIDNm/JO8PLHA34/DcQiP\nJx+bbQoavd8DxESpovW9e39IZuYSrrrqaxPaqh0D/oJx9E+3mpoHqKv7KjDxadBdu9ZTU7MTUE9D\n6s3w+YMQk8mE0ThTQ/PmGqd520tj44fAd4TzhAY6+flfICNj4m4JANOm/ZnS0mPXOhGKAl7vWjye\nr2I2m5kxo4TU1JeEczQ3N+N2zweaA2vUrvOWSGxsIqB+LRTlLOBDoU9aWhEpKervUa/bqes3+tGj\nlXR11ZCQcCHR0ZdqOyA1bxLJR2Hjxo1s3LjxpFz7hII3PSiKckwbHcMEf1YaDAaGh4e55557WL9+\n/ZhrHI/Q4E0iORVJSMgiJ+e/sdn019Rqbr6Nvr5HMJkydWuSjKMN7EtLH+dsjQ5J4zVvs2evZrq4\nZzxZWTNJTg7qzxTlIRyObxMdPXH2rbf3Vo4evYGsrFzN9QPExCSQkhI8FGGzRWGxaGveOjoGAHVL\nNy6ukOho7blC77+xcSGdnS9RWDhxT1SvdwM+3xXaFx4lPX0K4eHNgfHwcD0DA9HAxNuzod+XsDAz\n8CfNeUJ9FJ1vlsHBflyuxknVeaurq6S9fRsNDS9z+PDPKSnRbt0lkZzujE8q/fKXv/zYrn1C26bz\n588fcwDh4MGDLFw49oRUWVkZhw4Fa1V1dHSQl5dHaWnpMb5lZWVUV1dTV1fH7Nmzyc3NpbGxkXnz\n5tHeri3ElUhONT5KxsJ8eQad1maOHPkx77//si4f4+jfYXozYj7f08e8JmKr99/05Ae3Gg2GLrxe\n8ZM/PHwpMTFq/bShoSE8nrJJat7ySUxcLrRpaztAc3PourSvO17zlpr6AjExCRPaKwpYrU9isajb\nhS6XtuZtfIB82P4dnjl4l9Dn0KFN7N//cyCoedP6eh0+/C51dc8CEGHVp0XLy5tHTs71bDn6Hw5l\nl+jy8XgUzGYDOTmrSE2dqstHIpGcPE4oeIuJiQHUU6N1dXWsX7+esrKyMTZlZWW8+OKLdHV1sXbt\nWqaP/okfGxt7XN+ZM2fS1tZGbW0ttbW1ZGRksGvXLpKTk09kqRLJx0JbG/z0p/rtm5sb6et7jX37\nruaDD8T1x/z0TH2UN5teYOrU25gx4zxdPv29dYCqeXPriBIVJZjZdjiqcTjEJyH/ePQGDmTfEBgb\njb/AbhdvT1qtywIHFsLDwzGZnhAGIwMD/fT1PRcY69O8XcqcOd8PjHfu/B3794u3NGtqfsKhQx8E\nxhZLtlDzdqx/OZ2d3xXajK/z1r1wA68j1vxNmTKdrKwrda8DICoqiago9VCXUedGir+36TvdLzIy\ne48un6SkQnJzv4bdnofRqG/7H+D226FTu+mDRCKZJCe8bfrAAw+wYsUK3G43N954I4mJiaxZox5x\nX7FiBQsWLODss8+mtLSU+Ph4nn32WaHveCbaYpVIPgleeQXuuQd+/Wt99n19fYyMHKG09HFmzNCu\n2ebHHhZDZGQqowccNYmPnQbA3r0/IT5+Ll//+nUT2ioKhIUFDwbU1KymtvaLwLniSZSxP4uT1byZ\nTOIm6C6XE6czVPO2j8bGrYA4UBqrefs8mZlRQvtp055m7rhzIFqaN4/nWXy+azAajRQXzyYl5RXh\nHA0NDTidZwENwesgzlTa7UnExanZM7XQchmKslMYxKanF5Myutvrdg7p+o1eV7ef7u5u8iP0/0H8\nUTVvv/0tzJkDV12l30cikWhzwsHbueeeGzhB6mfFihVjxqtWrWLVqlW6fMdTU1NzokuUSD42/LIi\njwf0JGvS02dQWDgDm01f9Xs/kcZIjEb9dbhMBvVkw7x5D3GuVgw2bh2zZz9AsbhnPACGkES9ojzC\nwMA3iI+fOFDq6/sJTU03kpGhZoa0tnTj4pJITb07MI6IiMJiSReuqaurls5OBzBz9BramrfxW5pH\nj55FW9vfKSqaeC5V83YVRqNR19Z0RkYWNlvDmNd8ijh4C72m2vFBnKn0+0xW89bX143T2UKsVVwe\nJZTq6j20tNRSU7OOXbuuZulSjTcZ4G9963LpnkYikehEdliQSCaBX3rZ1qbP/qNmLFJj0qio+BVv\nvfUXXfYG1ALAegILl9uNNzZYhkdvWyX/HCpdY3qjHo/w8GXY7aq0YmRkBKdTX1kKP2lpeSQmik9D\ntrbup7l5S3CNOhL1bvdYzVt6+lri4yfOQikK2GxPBbZWXS6XZm/T46EVvB06tJH9+9W6awaDAUNi\nBF6NEwUHD75FXd0LAETatIsTA0ybdi65uVcRYRSXegnF7Va3WgsL7yA7W7t8DUBLy9iPEonk40MG\nbxLJJBgcHPtRi4aGSrq732bnzh/x7rvagZjbq0Z4VrOV/PzvMW/e5brm6emsBMDnc2lq3tYefBrP\n928LjB2OGk3NG4BBCQZvJtPPiY6OEdpbLBcGtK0WiwWL5UlhkNjf30dv79rgfDqCyunTP8+cOcFM\n/86d97Nvn7g9WE3Njzl8OFhT0mLJxmQS13kLDQrr6iro6rpeOMf4Om8AikEciKWnF5OdHeyOofxw\nGv84/Hehj92eTFRUJqBf8+bzqb1No8PV799Ep/lDSUubQ0HBF4mJycZsFmsd/Uz2Z0UikehHBm8S\nySQYGVE/Dos7QwXo7e1meLiGRYt+S0nJ1Zr2w271wgajQmRkMlZrrK55khJmALB37+1s3CguMdHv\nGtuEvrr6YWpqdmnOofiCmTa92To/RqMRo1FcXsLtHqt5q609QFPTo5rXHqt5u4ysrLKJjYHCwmcp\nKVmied1QXK5nAkHOtGkzSU5+TWhfW1vL8HDepOaIjk4mLk7d/vXP1TciLp6ckTGLlBS1tZnbqS9K\nqqr6kJ6e7YSFqcH4iGdE0+ejZJAn+7MikUj0I4M3iWQS+B9Eeh9IWVllFBd/B5stAkXRrkw/OPoA\nNhiVSdXhMhnVa5eW3s/5539faOvxjd3unDPnf5kx43zNOQyGYMVgr/dR+vv7BdbQ3/9jmpuDui9t\nzVsyaWn/ExjbbJFYLFOEc3R11dDRcTDkGgVER4t1cuMzafX1i2lpaRTae73rAwGVnsA1NzePyMja\nkIto/6o93jXdXo+mj/9efBq2fvr6OnC52jEa1QmHPdpv5oqKLTQ1rePAgTvZulWc2fQz2Z8ViUSi\nHxm8SSSTYLLZhNCMhR7htgf/A9hHefnvWbfuIV3zTKbOm9c39iGv90D32G25bjwesebNYrmQ6NHT\nA263m5GRuZqnOkNJS8slMfEy4Rytrftobn4/MNaneWvH6Qxmm6ZMeYaEhIkL9AJERj49WntN7X7g\n8TQL7ccHiOjIUh469Db79/8KCJ6y9yrigOzAgXXU1b0IgD0yQ3sSYMaMS8jOvjSwjetwOjR9vF4D\nZrOBGTN+QH6+vvI1MvMmkZw8TnqHBYnks0RvbxdgZXhYn9i7rm4/XV0DtLRsoKIikp/85CdCe/8W\nlsGoUFDwDebP1xdZdbarhbBVzZsBmLiv1vhsjsNRw8BAHKLq/zD2tGlY2J3EaRxWtFguCpz8NJvN\nhIc/JbQfGOilt/d1QN1e1qd5+wKOkNhj584HyMzMAr40oU9t7c2Ul3+Pz31u8eg6s4Unh8evob6+\nmu7um4F1Ah+/k/r9M2LGhzh6nzJlJtnZY4PI8VnS8djtKURFxY7OYRLa+vHXeTMY9Gfe0tLOJDER\nOjrQ3bJNZt4kkpOHzLxJJJOgpuYFjMY/MDSkz763t42hoaOcddatlJb+UNM+kAUxKEREJBAREa9r\nnpSk2QDs3fsL3nrrYaHt+NqJVVV/pLZ2p+YcXq9zzFjXCVVDcE6T6Qyhj3oiNdh1pb7+EE1Njwiv\nPz7DlZ+/nMxMseatoGAtJSWLj1njxHMouFzBuniFhdNJTJw4cAOoqqrE4SgMeUU7CLfbk4mLmzHm\nNbdHLDDLyJhDcrJ6vz2HKmGH5jRUVb1PV9cuMCjggcERba3cR9G81dVVYzAs0/2zIpFI9CODN4lk\nEqSm3kBMzDm0telr15aTcwGzZl1FRIQNRdEu0rtn9x7YDhh8mEz667yZA5q337B06c1C2/HZnJKS\n+5gx4wLNOYyG4Pq93sfo6RGfUB0YuImWlibN6/pJTEwlLS3Y+89qjSA8XLwV2N1dTUdHsP1eXFwB\nMTFindz4ALK2dglNTfVCe4/nTeE1x5OfX4jdXhlyEe3g7XiBrVcRvwHGBK8mQEfzg76+dlyuTjXz\n9m94e/3bmj4VFetpanqPvXt/x+bN2j1XASIjM7Hbv0lNzXPaxhKJZFLI4E0imQTDw2A0rqetTV/x\nqslmLCJjIyFG3dI6cmQNb7xxr7bTXdBzuBrQt9Xo8Y5diF7Nm8kQPHChKN2add7Cwi4KtNDyer0M\nDc3R1LyFriUtLYeEhM8L52hp2Utzc7DVlZ77d7vbcbmCmreMjKdJShIdcjAQFRXMvOnRvI1H0XHy\n5ODB9ezbd/eY17S2Tffte5X6erUdWGpRCcwQmgMwc+YXyM1dBgYfXAFnnHmGpo9f83bGGdcybdoX\ntScB3G4LCQklGAz6tHgSiUQ/UvMmkUyCvr56Cgp+SkKCvlZX9fUfYrGYaGvbSmPjUeDYTiOh7P5w\nNzQBBoWpU79CQYGO46bXwchQD+DXvAFMfLL1WM1bLYODsWhp3kL/1rNYbideY0fXYrkYf/tTo9GI\n1fq0MLDq6+umu/tNINhLSSsQKy7+UqCSP8DOnQ+SmpoGfGVCn9raH3HkyI0sWXLW6DqzdHXL8NPY\nWEdPzw3Ahglt1Dpv4N8uNRmteDQ1b2eQkzM2a+jxiQ8sREenERmpvkcMPiN0idcOajbXaBzVvJVD\nW0cbTBP7pKVdQEHB5DVvaWnFY74/Eonk40Fm3iSSSVBf/0PCw6t1i7B7epoYHm7hzDOvo7T0Lk37\n6QunwwL1wRoZGY/Ndmy/32PIguxp5wCwb989bNjwgNh+XKatsnIN1dXbNafxuoPiJT0ZrtBMmsFg\nwGwWZ3jU3qZHAuOjRw/T3CzW7x2rebuErKxFQp+CgheYPfuswFgr8+j1+nC5gj2Z8/MLSUiYOHAD\nOHLkMAMDwZ5jBh2lQqKjU4iNHdunzKWhecvMnEdKitq5oqeqEsQSQQAqKzfR3b0Pg1GBFujrF9eS\ng4+medu48RG6u++VBxYkkpOADN4kkkmQlPQKMTEGjh49qG0M5OR8gVmzlhMRYUVRtLvMt3e0q6Jz\ngw+jUX+dN7/mbd68u1i27L+EtuN1VHPnrmLmzAs15zAZIwKfu92P093dLbR3OH5Ee3twe1kr4EtM\nTCM9/ReBcXh4BBaLeMutq6uKzs5gYd+4uKnExIh9xq+hpuZ8Ghtrj2+MemDB7V4fGOsJXKdNKyYm\nJqRvs47DHceUF2FymjevxxWatJyQvr4WXK4edVFu2PW+doHmqqp/09y8i717n2TzZh1b+cC0aV+j\nsPBSmpt/rsteIpHoRwZvEskkGB4Gj2c/jY0HdNm73WCxqP90a97i/Zq3p3njjV8K7T0eD9wF3RVV\ngF7N20es82YM3YrV1ryZzRcTGRlsXD8wIM68Hat5yyYhQdwerLV1L01NJ6Z5y8x8iuTkiQM+o9GE\n3R5sbeZ2u/F6xQcxxt+Lz6td5O/gwXXs2/ebMa/5NIK3vXv/TX39fwDImLkQijSnYebMK8nJOVfV\nvC2DkotLNH28XgMWi4HZsy9n2rRvak8CQAxTpkxBUYq1TSUSyaSQmjeJZBIMDlYxf/6X6ezUV1Pr\n6NFNxMcn0tl5gI0b1wFPCO3f+ufbMAIYFAoKPk9srDji8+KF66F/sBUARXHjdisINW/jtuIGB2sZ\nGIgBxCK20Dpv4eG3kaixo2uxXBLQvAFERj4zqgU7frTY19dFd/cG4MrAa9qaty+POZG7c+dDJCYm\njbnGeOrqbqCyciWLFy8cXae25i00EGtqqqe397vAxKc0x9d5M5ui8CKumTFlymyys7NCJoKh6eI9\nx+joKfT1qe9FIyZoA5/PFygofDx8vtE6b0YF9oPjLO0ivSkplzN1qqp56+jQNAfUP3RSU2Pw1+2T\nSCQfHzLzJpFMAofjy9jtI5PQvNUzMtJJWdkXKCnR7pZQfN4MmAk+xUdkZCxWa5LQ3uPzQCbkFKsa\nrr1772Pdut8Kfdor2+CF4Liy8nGqq7dN7OCfyzUwZqxH8xaKyTT7mBpzoah13ioC44aGIzQ3i79m\nx2reLiYr66yJHYD8/H8wa9bCwFgrW+fxeBkZCZa7yM2dSny8uLzGoUMH6OsL7eWqR/OWSlzc9OAL\nO6CvS1yOJStrPsnJcwForzwIf4Rhp/jNWVn5Fl1dh9U6b43g0FGI7aNo3jZtup2amuel5k0iOQnI\n4E1yWvPOO/p1ZT4fKMpezOZuGhq26vLJzr6WGTMWY7NZUBTtIlwDLgdsVDM3ZrN2nTe3T32SGo1q\nBDNv3p1ccolYYxSRGAmZwfG8efcwa9bFmmszm4JdJdzuJ+jqEh9tdDh+QEdHW2CsFSQlJU0hPT24\ndlXzJq7Z1t09VvMWH5+vqXkbT3X1Uhoaqif8f6/Xh9sdPKCgr/PDLOLiQrbWdVQ0PkbzthRscRET\n2o/3cQ31w9fBYBbvg/f2NuP19gIKxMKmv7+rubba2rW0tx/hwIF/8/77t2vaAxQW3sqZZy7H5fou\nHo8O0R/q+33jRl2mEslpjQzeJKctLhecfz7s0FGVHsDphPBwcDiO0tLyvrYDk9e8WaMiIAkUFI4c\n+Tvr1okflM2tzXAXtB1SD1Do0rwpnjECev2at+CBC0XpVvV2AsLCLiEiIhjw9ffP0eyHGrqW1NRM\n4uPFNcWam3fR1DT2pKzW/btcbbjdwfoVWVlPkJKSOaF9WFgY0dF/Dozdbjcej/7iwwBez4imzYED\nr7F3b0jW9A1oKRfXk9uz5x8cPap2e8iYswCmgtsrfqMVF19Lbu4ifIoPFsHML87WXr/XQFgYzJy5\nhMLCGzXtAXy+BOLjowkLW8DQkL6/kDZvhvPOA423lkRy2iODN8lpy+HRhM0BfWcPGBjwYLFUU1Jy\nFlOm3KLLp7HxTbq7azh06G22bhWL7wE2/GkdRKqZt2nTLqS0VDxPdFw0fBeGFDUL5vO5cbvF4nhz\nVBiE7CwODtYxMKBdICxU82a13kpSkriZu9m8HLs9eGAhtLn78ejp6aSr62+a6whlxoyvUlISFNDv\n2vUI+/Y9L/Q5evQGKir2BMYWSxZhYRNrBMdnxFpaGhkYuEY4h6rtC0aRYeYYoT1ARkYJOTkh75FS\nSChIEPpER2cQGZmqDgwKdIBjRKxh83jAbFa1cewEl6L9V0Vi4tXk5k4jNjYWs1lU0DjI8DDYbGC3\nfweXS59GtHy0O1plpdhOIjndkcGb5LSltRXgUZqb9f2Z39bWy8jI17HZ0N2vsa3tPQ4cWM+cOedQ\nXCwOKgAKLiyGPFXzFhUVjcWSLLT3KB5Ih6wZqoZr//4Hef31Xwl9GrbXwWvBcUXFn6iq+mBCez9u\nZ1B/pSfD57fzExZ2BqIeny7XeM1bBc3NDwqvP34NeXkXkZV1ttAnL+9FZs0K9j/V1rx5GBlZGxjn\n5OQSEyPeaty/fw+9vcFTnAZdmrc04uJCjotug8F+cSCWnb2Q5GQ1c9ZecRD+BF094kC8qmodPT2V\naubtqIERl/ZJ2I+iedu582pqat6f1M+L+jMZ/CiRSI6PDN4kpy0tLUPAWrq79e0bRkQkkpHxAW53\nD+3t+npdhofn0NvbjM0Whs8n1i8BOHDAJhgZHsFs1t4+8m+R+Q8ClJT8hOXL7xa5kFicDNHBcWnp\n3cyefanm2szm4NFRp/PPdHaKjx0ODX1f0yaUpKQMMjJ+FhjbbNq9Tbu6KunsDDazj4/PIyZm4i1Q\nP6FBZVXVhdTXV0xo63Z7cLm0+3+GMmtWCfHxwewePn2arzFb2JeBySr+FR2aFXQ6+uGq0WysgL6+\nBtzufjWOzrGxeY225q2x8XG6uxs4cuRdPtzx/zTtATIyHmDmzBKGhn7O0aP62on5ZZQaJQQlktMe\nGbxJTlsGByMID99Eb6++LR3/NpDH00dXl77grf7iB+lb3ILFomrstAiLsEK82n/oyJFXefvtm4T2\n5eXlquZtn7r3qycj5sMHIdIzvVk0szH0wEUPbrc4sjSblxMREQxYe3vn4XLpTNsAyckZxMV9SWjT\n0rKT5uYPx7ymR/PmcgU1b9nZfyItLWdCe6vVSmxssBm7x6OteRu/1epxa5fj2LfvVfbuvS/4whY4\nuq1e6LN79/M0NKiBZcbcBZAbPMQyEYWF3yE/fx6KomCYaiT/Go3eWIDXa8RiMbD6X9+iLetVTXsA\nny+F2FgbUVGzAe0C1QD79/8Hg6GYXbt26rKXSE5XZJ03yWlLVxfk5ztpaXGgVeMMoLd3CKOxk7y8\nHOLjf6drjsGofezpdVBfv5/9+78HbBHaf/DIRgx5EYRZwygqOheXq1Ron5mXCd8DZ18/4Ne8ieu8\n+SwKnBuyxsF6BgaiALG+ykiwqaXNdgupqUJzzOZLiQyeV8Bu/zNG48SBcnd3B93dG/H3JdVzkGLG\njGrbVxMAACAASURBVKuwhNzqrl2PEhFhB742oU9Dwwqqq3/GokXq1zY8PFPYr3N8MNjW1sLg4DXA\nZoHP2Dpv4WFJuOgU3AlkZMylt3dq8IV8SF8kzjzGxGThcPj1dAp0wqBjUPh29mveRoZH4KAZd4G2\nbCAm5noyMsCR3IsLcfkSP8PDYLVCSsoVhOtrBYzTmUpq6g8xGLL1OUgkpyky8yY5bWlqasbn+wN7\n9/5Ul/2RI+W0tv4XViuMaB8eVNkCPc+1UlhYTE7OOk3zKZflYoiPGNW82bFYxBGSR/FAKmTMUAOR\ngwfX8J//iO+n5s2KMXFHRcWTVFZOHIj4cQ6P3cuaTG9TUDVvogMLTucww8NBpXpjYxUtLeI+rcdq\n3paRnb1Y6JOb+2+Ki8cGxaJ7cbncDA8H9YqZmVlER4u/Xnv27KCra35gbNTxd3JMTDrx8SGaty1q\n7TsROTlnkZg4E4C28gPwHDQ2NQp9amtfpbe3Do/Lg6HNjNOl3Tner3mLPy8VyjTNR+c5k97exsn9\nvDCPuXNvwOPR0dNXIjmNOeHgbdOmTUyfPp2CggJWr159XJs77riDvLw85s2bp27zaPjeeuutTJ8+\nnblz53LzzTczLKs8Sk4CdXXbiYkxkJr6R132mZlzmTPnr5jNHnp7X9Q3SQfEn52C1WrC54vSNB82\nO1C29tDb0TspzZu/ztucOT/kssvuE7mQevaUMdumpaW/ZM4cjZOwwxDmCWqpnM6naGtrEzjAyMgK\nurvHiudFQVJKShaZmXcGxuHhNiwWsX6tq6uCrq5gM/uPpnm7hLq68gltvd5jNW9agevs2fNJSgqp\nQaNRr+946+IroydCBYyp8+ZwwBchLStN6DMw0IDbPYDVbsWUk8qhP+4R2gN0dNzP0FAPBo/OujKA\n3f43srJS6eh4hH37tPunAgwOwpQp0N+vexqJ5LTkhIO3m266iTVr1rBhwwYefvhhOjvHbg1s376d\n9957jx07drBy5UpWrlw5oa+/6OeyZcs4ePAgO3bswOFwsHbtWiSSj5uEhC+wfPmt9PXpsx8ZUbeB\nrFYYGtIO3hRFgcvBPi1Gt+bNYDFijpuCyWLiyJG3eO89sTh857adcBc079yv+uup82bwQIgsSpfm\nbSM4twV/thWlF69XHFmaTJdiswV1cj098zUzSaEkJ08hLu7LQpuWlp00Np6o5m0NaWm5E9qHh9uI\ni3s8MPZ6Pfh84uzWeNxO7TfZvn0vs2fP/4a8AHVvTlw8GGDnzmdobNwEQEbpPMgCp1ecScvL+z65\nubNQUCB+iORva5f+8HqNhIcbGXi7C56H7n7tEwUuVwZRUWbi4gqxWOI07QGamh6gpmYV27aJM64S\nyenOCQVvfaNPvcWLF5Odnc2yZcvYtm1sm51t27ZxxRVXEB8fz9VXX83h0eJax/PdulWtWr906VKM\nRiNGo5ELL7yQd9/VPg0lkUyWgQFITfXS26uvLkFXVx/QQlSUGYNB+w8Kh9sBBnB5R+jpaaG+XlsY\nXv3wIcKSkrDZbUybtpAZM8SN6QvmFMAN4LGq2WlF8YwpQHs8PAY3XBAcDwzUMzAg1mNxMcScH2zd\nFBFxM6mp4u4HZvNlREYGDyxERz8prKfW3d1OV9c/AmN9mrerKSn5emC8a9dj7N37jNCnsfE71NYe\nCozDwzOxWMSirNC1dHS0MTj4FaH9+Dpv4c5E2DCxPUBmZik5OeqpX0VRIAGyLps4qASIjc0mMnK0\nhZpBgR7o7BZ/L/2at/6ufgx1ZtxoHyKxWm8mISEGy4xwSIGeoR5Nn5ER9YBPZuYFxMSI78OP213A\n/PlLiI6+SJe9RHK6ckIHFj788EOKioIajeLiYrZu3cry5csDr23fvp1rr702ME5KSqK6upra2lpN\nX4DHH3+c73znO8ed/6677gp8vmTJEpYsWXIityM5zWhrO4zH46Gn5xvAbk37PXs2UlOzBYvlXjwe\ntZWPSXBQtaapBt6FpvZa0r6aQkKCdiuHqC/GMdRpRVEUoqIisVgihfYjnhFIVsXuAAcPPsnOnQe5\n7bY/TOhT92IVhDSMr6z8C3b7LEDczWDEEQxytQIrp8eJa8H9wB2B18LCZiGQvDEyMsTISKjmrZrW\n1peBH0/oc6zmbSkm0TcFyMl5hZBfPce9TihOp4uhoX8CVwGQ/v/ZO+/wqAqs/39mJjOZJJPee6H3\nGgJIUUSwCyp2xbX3vrq4a3fVVddVWV3b2kBFEUEQBZEiSA8kJIRUSEJ6z2R6vb8/bjJDyNw78d1n\n38ef73yfx+fhXs/JrXPvued8z/ekpKKedyF2lx2NyncwevjwPtrbHwTED1LrgWYw+DT1ICIihZje\nRgOXywW7wDZdPhDPyprjyRy3lByDPVA+vRxkhibU1a2ju3sqtnAbiu5gbFb/gVgf582Z7ECp0+EI\nkg/4bDYnDscw1OrqX8V5s9kuYM4c2C3f1xNAAP9fYMeOHez4L817+693mwqCcErnlQi54dSn4tln\nnyU8PJwlS3x/5Z4avAUQwPLlMHasOF5nMGhoWI3bPQO1usAz+koOo0ZdgtV6CQoFqNXf0dl5FvHx\n0sFVTUMNmEIIuzwMrVaJyxUuadsHW5gFy5ajtNTmkh3sn/Nm7R27pFCKv7EJE24jUX7wAUnnpdD0\nXT0ulwuVSsXUqU8yfryfHfsFgtK9+2+1fkpLywISEnw3VBxpOYJj7uN0d9+BTieWzPyVZ5OSskhP\n9wZ7Wm0IarU/zls5VqsCGA5ATIz/DM/pjRSVlRdy4sTL5OWN9mnvcDiw2bbTF7wpFGA94y9Udixi\nTMIYnz6TJ88gIcE7/zZsdjaWCP9aZ337FRQUBFeDwyxfa+/PeTPAAsgcJ9+paTTW4HKNJjolmpDs\nkbS99Q3Ij8PFaHwGpfLP2JwWBIOLbqt8x6ndrkKr/RmFApqa1nDwoJYbbrjAj4/4QRQf/+s4b1u2\niBMZ7rpr8D4BBPC/gdOTSs88I19J+TX4j8qmubm5/RoQSkpKmD59ej+bvLw8jh3zlija2trIyclh\n6tSpsr4ff/wxmzdvZuXKlf/JLgbwfwj33beRO+4o9W/YC53uSebPP4eIiMG9LPp03gAUik10dBhl\n7aPSowjKG4Ir2IlaPTjOm0vpQBc3EbVWTWXlHg4cuE7Wfvv67fA6NOw/0rtfg+C8qV3g8MpZ+PMR\nBAEOgK2045R1XbKabU63GHVqtV59r46O6ZhlpPZP34f4+BSioy+XOxSamvJpaOif0fR3/A5Hc78R\nYllZ75CaOkTSPjQ0jJiYdz3LfTNd+47RF04PEO2OTr+fykVF6ygsPIXrVQO135yQ9cnP/4iGBnHO\nblreFEgFi0O+wSs9/QEyM4cjCAIORT2au/zrePRx3iwbzSh2RVJQKJ+pttkUhIVlABATk0FIiHyJ\nHcRmBZXqLpqbizl+/A6/9n248064++5BmwcQwO8C/1HwFhkp6gvt3LmTmpoatmzZQl5e/z7yvLw8\n1qxZQ0dHB59//jmjRom8maioKEnfTZs28corr7B+/fp+D/8AApCCWJb5BYVikG19iJw3nQ5CQ5vo\n6vLv19HRhtst8oliYv5JRIR8iqvb2o3b6MTutgMOenr8k7aNb+rRpYwgIj6CYcMmMnz432TtJ54z\nEa4Hd6i4/4PhvDlcdpjfm90BDIaT9PRIT0JwCS54CGJmj/OsCwu7n9RU6ayYyy3uT2iot2EhMvJ9\nWW5ZZ2cLHR3feJYHE4iOGXMtEyd654wWFHzAkSOfyPrU199MdbU3yA8OTkOtlt6v0wOxjg7xXMkH\nb/05b2FBmbBBdrdIT88lK+t8AOx2O2gg41r5TGJ0dDahoX36fAL0QEurfBdwH+eto7EDZZsau+Bf\nKkQQniA4WIliHChDkzG55EWH+zTeALKycomLm+h3GwYDhIVNYcSIDJTKm/za90G8jYVBj+0KIIDf\nA/7jbtPXX3+d22+/nfnz53PXXXcRFxfHu+++y7vvil+q06ZNY9asWUydOpW///3vvPLKK7K+APfe\ney9Go5H58+czadIk7grkwwPwg7o60OlepL197KB99Pq9qNVW2touorq61a99fv4qjh9fBYgvJn8K\nNseOHcNd2oXlfTMhIUGoVPJq+Q6XA8VVStxuOwICOl0oQUHyGQubywaxkDpOrHuWln7O+vXyUxnq\nP6mFau9yRcWnVFZKNwX1yZEYjDX91svOA+0NbE4NejSacbIivRaLqZ/OW0NDNS0tf5e097UPOTnz\nycg4U9YnK2sjI0bIkMJOg81mxWz+yrOcnCxKccgFbwcP7qa11TtjtWdXGei9Qa0vRESkEhMjln/N\nZjPsBaufQDwr60zi4sRGmJajpbBNQdG+IlmfpqbV9PS0YOmxEGQNA5uA3SmdFhYEsZwZFASuVBeq\n5CmEpchzMcvKqujsFPkLg/mtgJh5S0q6mfT0SMzmaYOa+iEIUFv7GaChunrwncwBBPD/O/5jztvc\nuXM9HaR9uP322/stv/TSS7z00kuD8gWorKwcsC6AAOTQ0AATJ8KBA/3Lm1Jwu8FieQ23+22mTcsf\nlAL8+PH3Etub5HC5fqaubjhDhkhralVVVqGwjEO4qoUgtYDLFTEgi3MqLE4Lmhgt3b/8SN2xC5g2\ndHCcN5UQ7Pmb48bdQGTkDbI+MUviMf7cg9lsJjQ0lNzcvwwg8J8Ku8sO20E9wqtTZ7WupKlpHsnJ\nvmUm+gIbvV5PSEikT5vTkZKSQ0bGY55lrVaLWp0h69PeXobTqQKGARAdneU3A3P6NaiouJiqqr8y\nY8Y4n/Z2uwOrdTtwRb/1csHb1KmzSErysu51s4dgiqzB7rITopS+Ofv2KyoqCpaAw/ArOG9GE6qp\nwYw8U+ZiAiZTNS5XLknDk4gcFU/XGz/Q/Vg3CZEJPu27u00olcsReBS34MbW/S3d1hzZbcTEZJKR\n8RkALS27OXmyFPDdeNYHgwHCw0XuqUIBNps3eycFoxFcrkomTiyhtVXL8OHy9gEE8HtBYMJCAL8L\nVFY2Y7N9gcuVTlWV//E9JhOEhq4mKSl+0Jy3Suc2SlVi5s3h2ENDg7zESNq0NIiZiUanwel2EBSE\nbGBhdpgJCQonKnk6wbpgamqOUFQkP9tzy8dbcK9wUbdbFFod1GxTjQvsvR2NvZDttnTaIB8sJd7j\ndbu7cDqlD6ZvvqZW642K29tnYjBIt1yeHlTFxycTHS0vydHcfJCGhl83B9PhaMZ5SqYpO/tt0tOl\n3/o6XThxcV4h5z59O7ng7XRYnS0Q1BsIS+DIkTUUFLzpXdEB9Svks7X5+e/T2HgAgLQZEwlJjsPi\nlE9zJSU9Snp6FgIChp796B6LRlBJ3wA2m4BKpcbpdqJYr0BRP40DWw/IbsPpVBMRIQb2jXH7MMdL\ncx37UFlZTVvbM71NbvPo7pYXKAZob4eUlKfJyhpOm3TlP4AAfncIBG8B/C7Q0mJBpWpm7NgSrFb/\nmZ6+r3yA4OAO2tr8v1w26hbxielqALKzl5GVNUnWvt3YgWCpQKPS4HA7cLkyaG2VlmU4XnMc0wfd\nhKcPISYthuzsEWRkvClpDzD1qqlwtgJF77EIghO7Xb58ZHNZ4UwI7z0BRuNJDAbpN5/D7YA/QtQZ\nXp06ne5eUlOluxp9NSxERb2HVhsq5UJnZzPt7Wv7rfMXiI4efT0TJ17lWS4o+JDCwo9kfRoa/kB1\ntXcqw2A4b6eiq0sUqHUJ0iXQ03XewnQZsAYsdunAKj09j+zs84DesqkNEm6XH48WFZVDaGivvohC\nQGkMprVRngLgcIgl0KaqJpRGNRpliGzAFxysIzT0YRwuB+opagRGYlPJl3P7NN4ANlQ8wl7r07L2\nAE6njvj4SSgUCuLinkKv9183bW+H2FhISIBW/8yHAAL43SAQvAXwu4BCkc1ZZz1IcnIEbW3+pWg6\nOqwEBYllrZKSP3H4sH8haLfT4ZlMMBjtqmP5pdBVi/l1M3aXHZ2uhNDQKEn70OhQoi9Pw+3uQRAE\nwsO1KJXyg8ktTgvhCZmkjBclK8rLv2bDBnmOaOe/2jh1RnpFxWdUVm6XtO9T7Dea6jzr/Kn99HG7\n+nPexspqsJ3OeWturqW19VX5DZ2G7Ox5ZGXNk7XJzPyBESO8JVJ/x2KxWDCbV3uWExLE8qJc5m3v\n3u20tp7tWe7+sRhs8tMPoqLSiIkRy7+dnZ1wEEx2eXG47OyziY0Vh9m3HCnDlt9F0U/ynLfW1pVY\nrd0YOgxo3Do0rlAMFunteDTe3E60OVpQTSNshPyot717t1JZuVRciAFFkLz2HoBKFc/w4RcDkJg4\nF5PJv8/x4204HJ9RXPwo69f7Hs8YQAC/RwSCtwB+k1i5EubOHbz9r/0Cb2jowmx+C4CLL36ftLTz\n/Pq4NzmgV/vWZjtMVVW5rH1TeRMa92Ji74rF7rITGhqO3S4dKThwoNAqaT26lapDVWg0Iu9HDgab\nAbUQ4QlAxoy5ikWLPpT1CbpGDTW9AQKQm7uMiROvkLTv6O4Qdd5c3qyZ2fwFDQ11kj4OlwOawGjs\nL6cil0lLSRlCRsajnmWNRutX5629vYyODm/AFxOTRUSEvM7Z6ftQVraYysojkvYOhx2LZccp/uIf\n6Gvk8IUZM+aRlOSdh6qbmw1X0tt5LL1ffdcxLS0NFoO5Uz4j3I/z1mMiKCuUkYvkOW8WSxVKpYOc\n3Byih42he0UzR45IH39dXTNO51s43A6ClEFgfYI2PxM5srJmMmHCK+K5SgZnpv/Mdk8PRPSOz42I\nYFBj65qbLahUjVx++bNkZw9eL2TGDIFVqwZtHkAAvzkEgrcAfpP45BPYuRM6/Y9QBKCkZBtG42GK\ni+/ju+8+8Guv0SQzYYI44mownDeHy4EQ74YHxQyE1VrMyZPycyejz4ojJHQa2ghtb/AGMjJnmOwm\nIkNTSEzPIyQihM7OOo4fl49gt/9jO5afWjm5Q9TdGgznzRZsBZtXrwzkfYxWIxSBpbDxFPtuWZ23\n1qZWeBc0GrV3Xetsenqk38inc97i4hKJirpS9liamvbT0OB/OsapcDr7c95ycpaTni49ukyniyQ+\n/i2vf2/QJsdfO/1YbO52UIm8RikUFn5FQcFbvf4C2MH0oWGAyPmpOHjwbZqaxKHv6XMmEpM2RnYb\nAOHhT5OcHI+AgF5/mNhrM8kanSVpb7OBWq3G4XJg+txEiPN2Kr+XbyoThBAiIxOwOq0oUeFW2/1y\nBPPzN1Ff/wUAtbV3U1xcLGsPoFBkMHv2H0lJ0dLWNrjXWX29g337pvPxx4NogQ0ggN8oAsFbAL9J\n7N37EDExn/HTTw2Dsm9v1xMSYuKyy/5GZqZ/jahTv/KDgw20tspHiU3GJtSTE9BpotFb9YwYsZSR\nI8+X3ydTO1j3o1FpsLvsNDfPoLBQ+oW0Y+sO2tfWEJmeSeLQRFJSkoiN/VR2G6NvHY0j04AqVmwc\nVyic2GzS9VzPC3SGwlP+Mxrr6OmRTleqQlVwF0TO9WZ0wsPvJDNTuuMwIiECnobgYO/4qJiYfxES\nIi0x0dHRRFvbun7r/Ou8Le2XNSwo+JjCwn/L+jQ03MDJk1We5eDgNDQa+bbGUwOxk/W18B10dHZI\n2p+u8xYamgqboE4mW5mRMYPs7IUA6Hv00A6a+zSyQWJk5FDCwnr1AxVuFBYN7XXyWTG7HTQaqC2s\nRWXVEKaKQ2+VDqrDw5NITLwNp9tJ+MxwQtW52NTyXbB9Hd9dli74lwLFmiAOHj0o6xMUlO4RSx49\n+haCg+U7jUHMuMfFiRn3lpZBaIsAxcUqEhM/oazMT0t6AAH8hhEI3gL4zcFiAat1OllZJzl6dHAt\nZGr1YubMmU1qasigvsBraxtxu0sAKCpaweHD78raNxoacXfb0bpC6bJ0odOJMgVyaDnUhGCqo+Yv\nokTEyJFbSE72PYIJIGl0EslzxuNyidmWsDA1Lpd8CdDsNJOctpDUiWJgdfz4Br799mZJe6PVCK9w\nalxBefnnVFZuld5GbybHbOk/3kkusOoLONyCt2NQoxnrEQb2BYvFhNXqDaqam0/S2vqy9EZ6cWpg\nlZNzFpmZZ0sbAxkZPzJ0qPc6+OO8mc1mjMavPctKpQLyoUcmXbtz52aam72l+O7vj4INBLX0SYuK\nSicmRuSvNTQ0wGEIUYVhtEvfaOnpC0hKEoV8WwvK0ZdUUbGxQvZ49Pr3EAQb+lY9IUFR6BQJtOil\nhX37BHcdbge6EToitCNwT5TvBN206R1KS59Db9OTcG0amglZ2EPkAz6NZgxjxkwDICtrEk6n/8aj\n4uKfMRoP0ti4h4MHBzcXr7payQUXjKShoRSbbXABXwAB/NYQCN4C+M2hvh4yMq7goouWIQj+ldnh\n13+BV1aW0N4uSt5feuldZGQsk7XfuWcnQcey6Xy5meauZpzOKo4dk5dLMJUZSIlZxsgnR2J32QkP\n12GzSZOwzZix2200Ht1J6a5SNBr/I7UMNgMqVyR9fQATJy7m3HM/k7S3uqxEPhADxQJNTU0ATJv2\nGJMmXS3pc7L2JIrDKlR2b3bKYvmKuroaSZ9ufTf8CCWlRz3r/JV0U1KGkpHxiGc5OHgwOm+ltLd7\nA77o6EwiI7NkfU7fh9LSyygvPyxpb7fbsFq9DS3JqcnwNOgSpEn7s2efS0rKJs9y+PxslBcGodRK\nP3JPLbWOGDkCLlChNYXQY5UOEu12sZkAwG4woQgPJuMa+XNmt1cQFORm9PzRRGdm07ypnK3fSgfv\nlZUV6PWfit2mSjXt9TfTY+uWLeeOHHkdM2bcQ4+th+i0WFwqGx1O6UwlDOS8DUa+p729B63WyNln\n5xES8pN/B+DkSRgyBJTKP1BWNghiXQAB/AYRCN4C+K/DZoPXX+/CNcjJVXV1kJ4OGRnig3YwaGxc\nTnCwkdrabezd67/5wJ4cjGq+yHkZzItCL+hBSGHiK7kog5U4nTXU1EiXQK1OK8qLleiCkwmJDPFw\n3uSU5rtt3aTHnUFqVi5hMWE4nSa6unwLx/bh6LNHMZc1UvOjyPtSq+W15CxOC6EROrCJA9f7IBdU\nGcwGlGUKzPmnc96kI8uqkio41F/nrbl5rkdmwxc+OfkkByZ7g/XY2ASioq6StAdoatpHU1OhZ9lf\nFg1Eztups01Nfyhit0p6dlVERDTx8d5Oxr5GBZNdfkRUf85bJyrUfjhvqygoEPXkxIylgq6PO2hu\nl9YTPHToTdraxPsw6+wJJKTM87tfSuWrREWFIAgC3V1Hic0dwchzpJsc7HYFwcFB2Bw2Gt9pZGj2\nm7AV2nuky7N2u46EhGisTiu64FBUpiE09MhTII4ceYPWVlGzb03XuXx/1P8Q7+Dgi5gz5ywSElTo\n9UF+Ra0B1q59gJaWNUybto/ubunu71PhdML778v/tgII4H8TgeAtgP86XnrpEA8+eB5ff+3fFuCH\nH7Zgtb5DREQLhw6t9WvvcIDN1k5MjIqFC+cQHv6dX58N2x9md/mzovyB1kZ7e6OsvSvWhVs9hFCN\nFqvTyoQJ8xk6VLo82WZqI1wVg8W8EbVSJHsXFy/hl1++l/TZ/P5mWg6VE52WSsqoFCIjQ1CpvpXd\nr5gHYuiyHUKdIAZJKpUTi0Wa89Zj6yFEGQp5kJ4udnIajfUYDNKct8jUSMKvSyLqnFN13m4jO1ta\n2DZhTAIsg/RMb7dobOzb6HQRkj67Wr/BqOvf9eif8/YHxo/3Dq8vKFhBYeH7sj5NTddRX+8d+G7V\nVXFIL521Ob35oLKyHHZB7QlpAV23W+iXmQoJTSLosIbC/YWSPhkZM8nOPgeAjo4OaIJRyyagCpPO\n1oaFDSM8XCwvKpQCCmsEbdXSVANB6GtAgKp9VWjcweiC0umySusPxsYOIzv7GpyCk4SzE4iJyUYb\nHUa3RVoMu09Hsaa6hhPvluI+nsiaD9ZI2gOoVONJTY3H5rRRlbiZuhT/4st9GXeVCqKiBNrb/Wfd\no6Ke4rzzFpCRAbXyGsgerFsHt90mdsEHEMBvAYHgLYD/OvT6KaSm7uCnwVU1cLuHMnp0LnFxVhob\nj/m17+iAuLhnCAsLITk5iLa2IL8vffswG2TA8c7jNDUVU119r6x9fU8Djs7VaJVqTDYTOp34gpJC\nWW0Zyko1Llc1BY8X0N3dzaxZnzBs2AJJn8xzM4lJHYvLaUJAQKtV4nDkyB6L3q4nM/1R0qeK+mCV\nlT+yZct1kvaHCg7R9n4TCAoPH628fBUVFVskfUx2Ey6LA4vFy4vyl+EyOcTsT3/O2xhUKmnOm93V\nP+hsaamjre1v8hs6bV+ys+eQmTlf1j419SeGDOmfaXK4pTVZzGYTRqM38LBaLVAIbS3SQdK2bRto\nbr7Es9y9rgSlWUVIrDRJPioqw8N5O3HiBBQ7CRLUspy3pKTzSE4Wy6RNB8rR15TQukY6ELfb3SgU\nb6NSQWd9J2EhsURphtPSKc15s1pFzptLcBEzNoaQEIiZmYpNKX3Otm69h/LytYTFhjHuhvG43NOJ\nnCLPYVOpzmLYsAwKagvg79CpKJO1B6itfRuNRkybd3enU1oqfRx9aGyMZtSocOLj2ygqkm4gORV7\n9nSQmJjP22+/Myj7AAL4byMQvAXwX0dxMdx4o5Yiee1QD4zGbKZNm8L06ZmYTH/G7WdKTt/XN4gd\nbsHBAt3d0hGPIAjoY6qIMCVyovkEs2ZNJTRUPiuw+4vdBOn/xqGX8ik/Vo7b3cLx49I8oRONJ1C3\nBDN8+L3kPpWLOlRNREQoNpt08GIOMtPZfJz60v0U/lCIUikq4UuVgmxOG3aHHaUjir5571OmnM+c\nOdIpzpiMGMbeMQ1KFJyoFrNPubmPMGnStZI+pUWlqKu1KG1e2Q+TaQ01NdJSKW0tbbALjhQNvqSp\nOO3UiDpv/jhvx2hv9+6HyHnLlt+QDxgt0twnm82KxbLTszx6/Bi4F2JHxUr6zJt3MSkp6z3LQS+2\n0wAAIABJREFUuvOyiJmTiTJGnvPWh0lTJqGYr0XrCKGtSzpIPJXzZusx47CaCfpDEFan7+yr1epG\npRL1CSdfOpmopETajlWw5997JLdRWnqI1ta1ONwO1Co1x47dDhal2EkqgaFDn2P69AW4lC4SMuJw\nGbbTppLvgu3jvBkwMHzZdAz/rMRkky4BCwIYje3ExYk31hlnVON2y0+kcDqhpQVSUqC7exO7d6+W\nte/Dl1/exeTJh2lrk5/pGkAA/1sIBG8B/CoIAtx00zZ++mlwXaBut5sjR1q59FIrhw/fhMvlv6zR\nx3nTaiEqSnzYyqGwsBrwkvTN5niOH5d+Gdf31BOkiCT4sJaSipJBcd6MYSbChKEsfHEhKcNScLs7\naGiQfuFpk7QMXTADrRZCI0JxCS6/Om9dli6Gpf+BzJzJRCSK5UWXaww9Pb5fxCdbTuJ62YVF30nV\nBi/nTa7JwegyEh4WCVYBW68CsL9Ggm5DN0KtgGnfqZw3vSznrfyXcjgO2hAv562paR4dHdIvcMdp\nAraxsfFEREg3Uoh/cy9NTd5S62A4bw5H04C5rEq19KMwKiqWxMQ3PMuuXrkVuYzY6aVWh6DHYbDS\nYZEm7RcWfk5Bwbu9/gIISurWV1NwQFrH7tix12hpKQVgyHnjSEi+ltiQWDrMvrfjdgeh04nHIiDQ\n0VEOmmAyr5PuanY4VAQHB9Hc1MyJD08wZcpfUB7T8Mu+XyR9bLZo4uPDsDqtaNVatPY5NBqaJO0B\nGhruQqHooc3cRpgqlKCbYynvlBbC1ushNPRJEhLEMW9JSWq/At0FBY0IwgTUaliy5Hqioh6Sd+hF\ncPCXvPTSbbS0LPDbRNSHgwfhxRf9l/4DCOB/gkDwFsCvwo4d8NFHx7n77t2Dsi8tbaWjYz4TJwYT\nGbmA48f9D5vet+9WtFrxQa/TreHQoXpZ+z0nfqFxzqseDbPc3CZsNmki8ufffY6wTkXeTQvRZegI\nDgaX6wRWq++nrFtwox/SjU7QERIUgtVpZfTo0SQlPSG5jVZTK64eJUbjToKUQTjdTvbte5Tt29+S\n9Dny8hGMLV1EJcWTMTGj9/g3IAgan/buYDdDXhhCY/NraJPFcpxK5cIqM7dLb9WjJRQmKRg2XCy1\nGo319PRIR8i6YTpyLppJ9HlezltExE0MHTpK0idlXgrcCDlDvZmKuLjl6HTSpbPTy6aDCcTGjLmZ\n8eMv9SwXFKz0BEBSaGm5hsbGmn7rnII0E/30l29FWRkUQE1RjU970ae/zps2JJ7o7jT2frtX0icj\nYxY5OWLJt7m5GaFVYPot88jJlc72aLUjiIwUA32FUsDpVBCmD+Nkm+9OH5tN1HgDKN1aSqhGR4R6\njCznLTp6ImPGXERwWDCpc1OJj08nUpeO3i39gWQwgE4HhXsKOfTBIWKCbuLkazW4ZLqWnM65xMVp\naelpIT06i1DjDIpapNP1ra1idzmI0jT7cy7icKN01zCAxZLEhAkifyM9fXANUQYDNDfDmDGQlQXl\n8oNVPLjzTnj88Z2sXl09OIcAAvgVCARvAfwq/PgjPP74rTQ1LaJDvvMfgJaWJGbOLEKpVJCXdxVl\nZf7nFdrtVzJqlBh86XRNnDgh3z239seX0XcUsr9+P+D/C9yeZEeTMYnY0Ajaze29macLaG/3zeFp\nMbYQotBh6HoCNWpMVhPh4fKct8JDhZhqLbjdjex+cjd1NXUsXPgsY8feLumjvlyN0h6Ly2XxkN3D\nwnKw233/TFtNrSSGJ5KU+hyZ00WuVHn5dvbuXSK5jR8++4G6zcdRoEboDS7Ky1dTWblZ0kdv09PZ\nWIfF2j9rJjuVoTcr5T5leHtw8BjUarWUy4DMW0tLA21tL0pvpBenc96ysqR5hQApKdvJyhrWb51T\nkE6nmExGjMZvPMvd+m6ogPZ66Szipk1f09joFQ/uWn0MRY+CoFTpsrnIeRNFasvKy6DURpAjSDKL\nBhATcwFJSakA1P9SSVfbdgzbDJRUlPi07+oy4XR+BEB7bTuREXHEas+kqVk6K2Y0ioGYKlhF/Oh4\nQkMhbehMHLHSAW9x8Vw6OipIGpHEtCumERkWTthi8ffmCyYTBAVdSWSkhp3f76Tiy0Oo2meQX50v\nuY2iopMoFCsA2HJsCzX271h1XJ672tCgZMiQeADS0tzU1OyTtQfYt6+bYcM6UKkgJORtVq/2Pwe5\nvV2gvFxg4cISvvtOPuMYQAD/EwSCt//j+Nvf4JFHBp/a37NHnDl6xhni+Cp/KCqC8ePFf48eDcf8\n9B/09IAgzCclRcwkzZ17Dy6X9OgiQRAwzdOTMXImhc0ivyo+XqC5WfoLv7S7FGtrByqLjcZGsRSY\nkVGKzeZbZX934W40e7WMG7eWXf/cxcGfDhIUZKa5+Ruf9gBVlVVEuHKYPPkq5v55LtFJ0UREaLFa\nfb+8DTYD9lA7Nce+p7m6mP1fioGoXKm1Ud9IQlgCbpcGhVK8gFOnzmfSJGnZi4yzM5h7+UUI5W5K\nj4nlttzcB5k06QZJn/Kfy4lwJKG0eANvs3kdJ05Ii8E21jbCITh4oL+qvtx95lb0J/cFBwejVsuL\nFLe3l9DR4e0cjY7OGBTn7fSsnkVGXsNqtWA27/IsT542Ba6E0NxQSZ+FC5eQlublU4VfkkXq2Im4\nkqTvy1PPzazZs1DMCSVRm8bxemluYd+0BACb3ozN1sSs+2YRmeE7w9ndbUehEHXxZtw4g4hoHUJP\nAm2vtUnyy4qKNtLevgen20mQMojCwldpKi+Xlf6Ijl7NyJHZEAzxKfEYDC8Rm5pMg9G3T18WTaGA\nrDlZXPGn67AUt7HhPel7uaXFSXi4mK39fsf3RO5Mod1YiVuGJNtHyQCIilJgtT5KW5t8HfTrr3/C\n5XoJgEmTJtPdLX9PAvz737vQai/h0UfvpLJypl97EK//NdcU8LJ/XeoAAggEb/+XkZ/fwQsvtLJq\nFeza5d/eZnOza9cIRo82MGTIQT74wD/Zd+/eWkaOFDNaKtVOvvpKvnuwotpM5Blf4HSLX/UZGeID\nVwpVnVXYnSaS27PZe0AsSR06dAebN38s6VPcUozQ/BY9lS2UHxBrIHK8tzZXGwmp2YSHw6I/LWLk\nmSMJDnag1/8ouQ3XOBdZKYvQ6SAsMgy3wi0biNX11JERmUFW5nMMHT6OqFQx89jSMo/KSt9llw2r\nN1D+cTl2Uzdlqwen89Zh7yBSEws2N9beMVp+OW893ag61Zh2n855k+42rN1QCwbQhnoD4sbGc2hv\nly7P2tz9T050dBwREddI7xjQ1LSHpiZvaW2wnDfHaSfJoZA+lujoeJKS/uFZ7rs35fhrp++LQzDQ\nVlspm0U7cmQlhYXiXF634EaBis6jbez6UvrHeeLEy7S0iHNGh10yhoio64kNjZXMcKnV0WRl/RXo\nbdzprqO09G2yn8umyeQ7Q2SzBaHTqag4WkHFFxXk5d1AgnoG+76UzlqZzQnExKhFzluQltjYScSr\nMznRdcKn/YEDZTgcTwNi1jY6NARr515sZ0tfF8ghL+9WAMJGhnHRzfdi329k//H9kh5ffPEIdXXv\nAWKpPG7mIo7X+pv8cDk33fQKAAsWTKexMUvWHqCnZzY33vgJM2bAkSPyXNc+rFvXzNq1j/PiiwLV\ngUprAH4QCN5+R1i9upw//KFu0MPcX355F8OHv8aZZ67hgQf+4te+uFjJiBHbSUsLZ8oULcePS2ce\n+vDTT8vQakVC+axZQ7Faz5G1f2z9XTRNu4Z/bvknABrNCfbske6eXJu/ltDGMegcaqp7n3g33PA2\n6em+NdgMFgMlj5cQbhvCBdeeR+psseSk1TbR3OybgN7gbmDoqDNQKuvRBok6b6mpkSgU0rIBx7uO\n017ZjMFQQpAyCIfbQUHBp2zbdodP+w2bN9D1aRcmE0TFRTBkplg+GzbsY3S6NJ8+6Wemc+VjV9LR\n9VfCMkW1f5XKhUVGCbjZ0EwYETBGybgJogCw0diAwSAtBGsfb2f8tMVEXeTVdQsPX8rw4TICwpcA\n0yMZPsrrEx//BuHh0ZIuQoeAosvb4DA4ztutjBu3yLNcUPC5R+hWCq2tV9HUdArZ6WewtsqX5k9F\n+bFSqFTQ+Iu0NuDpOm/B2hgm5CymdoW0sFhGxmyys+cB4ngsoU3g3POXEHNRjKSPRjOSiAjx2isU\nAi6nkkhHJEVlvrliJpOYzRUEgeKNxURGhKPRTCQ9Mp2Tet8EsOjohYwbl0dUUhQZMzNISEggQjkB\nY6jv34sgeDlv+zfsJ//rfLKyFuI4IPDRux/59LHbY0hLmwWA3qQnNjwCpfnv2Jw2Wk2+ORAtLV7O\nW7u5nfSYBGLnXMHhLmneW2rqX1m8WJTSWVm0klbFwzz24a2S9iB2y4/rvdUHUz0A2LtXwdlnRxMS\nAsnJX7BunfzIMoCff07i8cd/4OqrFXz+uf9tAHR1wb33wn7peDWA3ykCwdvvBGYz3HbbD+zfX8hj\njw3O5/jxRbz66ks8+OAcTp68z+8EBLFkmgLAFVeMo67uAmwyH8ZuN1h5myVLcgGYMyeFkycnS0p/\nuNwu8m0/krBnKp+tErtH4+MdtLRIk6k/fPdDlEdGcvnlS1GOFW/npCSVJOetpKOE7AdHEhFaRLgm\n3MPNam19mj17fD8BS9pKMNe6aWx8R+S8WUSdN6fT98SEuvY6rPlWDK1GBKGT7X/dTllBGWeddRXj\nxr3pcxsRwyKYf998OjqOoVQ6PHy0mJgMbDbfPLHqrmqGxAwhIvJlMmeKpcLy8j2UlCzyaQ+w76l9\n6OwRKBXBp+i8fU1FxSaf9i63iw5LBxUF27DZvF8FcoGV1WkVZ5tao3C5T+W8jUaj8d18AUAlKGq8\npdm2tiba2/8qbe9jX3JyZpOVtVDWPjn5ZzIzh3iWlYmhIDOj3Gg0YDB4xaLb2tqgIQZLjcUzbeF0\nbNz4OY2NXr297s/LsLbqsQ+zS46ViozMJCZGbE4oOlKEcNyIq1uQLU/qdBeTnJwMwMkdVRj023DU\nONi92XdDUU1NHUbjOtxuNx21HcTHx6FWzyVZk8yxWt9RSR/nTRuuJWF4AqGhEC5MxjLCQo9tYLq6\nrc2My5VDcDBkTM8g77w8YmNhzLhLUE/0fS/b7QmMHi02axz48AD71u8jOekMcpQjJTNpu3d/hSCI\n3L7qqmrMbY10F+xne812yfPV2BjM0KHiR+eeuj3kTLqaI4k7+92np8LtFigoKGDsWPGaDRniorT6\nXMxm6VEOdrubAwfMTJ8uLg8dKnD4sPzoB0GAb7+FSy6BmTMrePVVad7qqbj/fhuFhXDZZWYslkGO\nsAngd4FA8PYbxdq14hfyzTcPTgL8q69g5swH2LXrItasgUb5gQE0NcGJEzBzJkyZEk9ycgIH5Ed1\nsmuXnRkzxH+HhcHw4VAoLRjPOz+vxXxfNB+XidIEEREQHS3d4bV632pM73Zx7flv4ZohPojOOmsE\nPT23+izrudwuWvNasbU8zfghCZ5SUUICNDf77rjcX7+fzPDxuFzfoLApaKoWS0WLFr1LZKTvgebb\n39pOhuZCzj//eXav2s3uVbtRKCAiYj3l5QNV5ovri4kyRxEbcy25ubOZ/8h80kamER2twWDwHbxU\n91QzOmM0DQ0voO9oYuf7IqEwLEy65FLRVEF2dDYulwZl7y85N3c2Q4b4bj5wup0INwpMGjoH4YSb\nosKiXp/7mTTpRp8+ZQ1lhOaHkp4yDUzewMpk2kBVValPn6qWKhJMCVDRzN7d3u5Kf+VZJoOwx/sC\n0mg0qNVZMg7Q3n6Ujg5vjSkqKp3ISP9aXKcGfEK0ADIdhFarGYvFK4sxY+4MGBtH5jWZ1HTX+PS5\n4IJrSUvzyteEX5ZBZGwq8RPjaTD4DsZOPTfnnHsOymmRDEsaS1N1Ew6n7yCxH+et24LD0cC1V16L\ncpbvR3t3twm3ux6VSsWsO2YRHKzAbIaOnR2s/3q9T59jx97DbK72zDatrNzIzh0PMSZ+DEdbjw6w\nNxi0pKSI110RqiA+IR6D4VvaKoxUWip9bqOtzZtFy7omi8uuu4z0dOj63sDGbRt9+jQ3C6Snixfy\n6FdHGZ2eRVD9ZjZ9vQm7Y2Ap1O0WqKpyk9N7exQ2FJLWkQ6mYLZVb/O5jaoqI2bzvSQmisu3v3Yj\njN7MJ79IN/j88EM1LtdMonob3pcuvYbq6tGS9gBbt9ZjsWxj3Di49NIs3O6naJCfJsaJE2Y++2wk\na9ZYcTiu46mnBkFCBu6914FSOZkVKwbRcRbAbxaB4O1/AZ2dsHSpnbPPfhOLxb9UhsUicP/98NVX\nTj777ApWrfKvqfb+++L4lthYyMvbyH33fSJr/69/FTB9eplH4POii2DdOuk0mt3p4JuiFFocn3rW\nJSSs4f33fY9vstgsPPz4UoZU/JHXPnvNs16t/jNffeWbw7OheQNDzn2eqUNzPC/FvoemL623guYC\n4rSJODo/ICk8hPpfREkRo7GU/ftn+NzGjqodjAo/lxkzXqOjroOan8TtpKf75ta1GFtwZDpQG3NJ\nSICLb7mY8UvEDozg4ANUVQ0M3sot5Sy+azEdHeL1CIsIw610ExuLZIfugfoDTE2ZSkTESjIy0ojN\nFAVgjx27gz17Br4o7C47hU8VkqJMwWo0cnSlWCqS49XVdNeQHJOM3WJDsLqwWMW0oVxQVdlaSVxY\nHEqnEvPP3i8Ct7vHoxN3OgoqCrBttYEmtB/nrb5+IS0tvr8q9FY9qCF0kbfZICoqlvBwafFgEDlv\njY3/GectWJkMVulZpTExiSQl/d3r73KA282wmGFUdvoORgbovCnMlJRsYnT8aI61+c5wFRZ+QmHh\nh6I/AgqC0IVEotyopOC4b623hoYXPMHryCWjUAXdyLCYYVR1VvnM8EVFjWTChHs827Dbeqir+yP3\nPXgfium+T57ZHExcXBCFuwspW1/GzJmzSUxcRsixEL5Y+8UA+/Z2JcnJ4g+3j/M2bFg24ZYzqdPX\n+eT9bdv2IZ2dPwBgsBuI0Eag1z/B8JnzMGT4bus2Gq9k3jwxKIq+Lpo503Nxd2eg7lSzt3KgJEtB\nQQtm8xBiYkRO4eFlh7lm/m0k1t/OCx++4HMb5eXhnHXWLyiV4rk5GHWQEROe5On8e8Tssg+cPDmE\na6/1jvaKHXmMbd0feKSMfGHNmmaGDy9CoYDQUA0XXjiWjb5jVg+++iqU6647SkKClnfeWcXOnWfJ\nOwD5+fDNN2q++GIDjzwSS7u8bjIgTth46CG48soayY/iAP73EQjefiVsNnjiCbj6agY1MUAQ4Kqr\nQKGwUlen5+GH/b9drrrqdaKilnPhhUF88cU+XnopXnbKwKZNVRw5sowLLhCXb7llCHv2jJf1+Xrr\ndrLGessRQ4bk89Zb0gPd71n7F5gUwitbH/aUGGbOzKa+3neW49+H/k1QRATDu5No3t5MfZcYWM2a\ndTUGw8Cv0C5LFxsrNlKzYRPD0xTYGmy09rSiUEBCwiq+/35gluef6/7JGOYQHx9FdEgUploTLreL\ns84aiUJxeMBkApvTxvoH1hPWkEtKCuTl5RF7qRgkJSaaKSsbSKbeUbOD+RfMp662ibCwHg/nDSAv\n73kEIWuAz576PcxMn8mJEysJCuryzDY1Go9TXDzw2F1uFzsf3MkQ7RBMJtBFBDNivthhO23a06Sn\nzx7gU9JawsjnRpKRnIXTuYzIYWJ3oUbjwGDwzXk7VHeIcQnjMJuNKEYomDJtCgBGY6Mk563B1cC8\nq+eRkDqSqEuHetZHRl7LqFETffqYwk1c+OeLIC2e0eO9x5uQ8DpRUXE+fYrriuEkuMK9kefgOG+3\nMX68dwxVYeGXFBRIa+kBtLUtobVVTGt0d3fj2NUOM5HMop2+L2Ulx6CtmrCmMLbv8V2iO13nLTg4\nklln3IZjj4PV63w3+mRmziU7W3wBV1ZUIujFH/D5L5zPCYdvor/bPYq4uDAAVCoBm1VBRHAkYW1h\nHKgcmErv47zp9Xoqd1QSEa4FZpObmsvBhoM+Az63eyljxqSTmJNI5tRMMjIiMBqTmDlhJjXKmgH2\nra0QL6pxsP+T/RTtKGLq1PE47dPQfafjtRWvDfARhMmMHCk+S3pMPYSpw5g580ZGa25jc9XmAYGP\nzSZqr2X0DuBoN7cTHxZHZqaNc6+/lu2tA69LW1sSs2eLgXNDTwOJjydy9qwcevZdyJ6de3yWgA8c\ngGnTxH93mDtoNDRyacoT6GzDeWu37/ts+3aYN0/MUjvdTm7feT7dOY9xxq3zfNoD5OdP5emnH/As\nTzijhA/XSU9wcbvhgw/grrvEa3/RRRoaGsTmCCkIgsCf/iTwxBNw5ZWpLF7MoDpbH3oIKivh2LF/\ncv75Pw5KmWDTpjrGj3+Bp56SFw0P4H+O31Xw5nDA3r1QVTU43Quj0cWtt0JaGtxyCxiN8n6CAGee\n+Sn79unJy4OZM59h82bpNn6Af/yjgY4O+OCDCA4ceILvvlPIzvjU62HPnltZvlzkPCxapECjgdUy\njZ3vra9i/HxxlBLAZZeNJCVlElskxlU+s+klSmc/z9qEP9FiFFNa118/Ca12k89BzZurNrO67DMu\n0x4maU4S+Y2i9tKNN07m0KFxA7hyJruJF/e9yJCgtTz4wEPkPZxHZbeYoVi8eCz5+QPHCj254kny\ndGeiFZ5l0qRognYEUVApZhvS05VUVPS/Ng6Xg2/WfENa51nMmHEf0ZHRRF0SRbe1m/BwBampCipP\nS4psObGF3L/mcuKokZiYun6cN4ejlPz8pwbs17fl37IgZwGHDr2Kw1GCRqHBZBYzNMnJYvn5VBgt\nRja+s5FZabPQ66uIinKxbfk2Dm89zMSJ2Wg0A8nUh5oOMeypYWQnD6WnJx+t1jsTNCUlCbN5YGPI\n3vq95KbmYjaDJvgNsmZlcvLkSfLykmlp8R2EL399OdatVhIT01EqQj0v6vLybygv9/2Zf6DxAFOT\np3LwwKfY7P2zjFIP8SMtRxiXMAEE1Wmct1Go1b7LxocrDxNSGoEb75d9e3sL7e3P+d7IKfvQX+ft\nDDIzz5X1SUr6hbS0LEAszaqGhpCmHUF5h+/aqcHQQ0/POs9yQ10jdKUQ7Y6mssl35m3t2o9oaPA2\nzXR/XE5rYxVzz5xLT5TvtubIyCyio8XM4y8//4K7Xk9dXTXTUqZxoME3p8HlWkxmplhvPPHjcQTX\nVux2SKpP4pu9A6VsSkoOYzDsxGq10l3fTWxMKGbzxSSGJaEz6dh2tH/5UBDwZpBjwkjMTvRkkO++\n9G72mvcO4It9+eWHNDQ8AkDmgkwmz5js+a3c/dTdnIwfyJvo6JjI7NniB0vta7U0VDUwfvwQ7O1j\nSbIm8fFPH/ez3727hvDw5ajVYpZfX6snShuF2Xwt6tIRfHrk0wH7dfQojB8vkhsbDY2kRaeRk6Og\nu6mRc249nw8LPhywXz/+uIexY8VnxLaybUyKmkRGWikdXzh47PrHBmRrHQ43W7dWMa83Tvt217co\nm5VMKH6S4pNFfFs2sFJRWytSWGb3fqM1GZp45ptp7Necw3PbfHfnr1pVTVDQSU9gGRQEZ133Ew/8\n7X2f9gBvvLGb/fuv4ebe2/IvfxFYvvwJSksHVg/68MEHh1m9ejsrVsDhw6+iUl3Me+9JmgNQVQXX\nXx/N+PFp7N8PN92E3xGHej1MmfIicXEbuO02kWc5GBw9auaDDw5gtf7f4/v9x8Hbzp07GTVqFMOG\nDWP58uU+bZYtW0ZOTg5TpkyhrKzMr6/BYOCSSy4hIyODRYsWYRzElczPdzB+vKhqPWHC05x55r99\nksn7YDLB6NGPUFLyJdu2QVPTPjIzr6ZLmhvPc88JnDxZw/vv23jgAbj55knccUe0pM/xait//Mul\nPPdcNUFB4qin99+HG244RGvrwNpWl6WLC199htBZNxCTLpZKFQpYtqyLO+98DIej/9vS7rJz5/r7\nWKe9hfyS11hxYIXn/916K7z77sAb+qk1T/H8bU8z51ghY1pHc8sTtwCg0ai45BINq1b1ty84XsDi\naxaTuu95Fi+M4/xh57OxUnzRZ2ZCaqoYMJ+K+764j+nJczixK5eZM2FswlgPN2bOHPjlFwG73Xss\nHeYOPvrmI0Z3LeGMM2agUimZu2wuljDxAi5degXl5f0zVp8c+YTcpbmo9FcxebK4Li40zsN7GzfO\nzp493gsjCAKv7nmVe2bcQ1HRbkJCqtEqtXRViTYXXDAFl2tFv4fMiZYTfHX/VywZuQSV6l9ceOEM\nCncUcuAd8UUaFHSMgwf7H/zXRV+TnpZOWkQWDsfTDB8ex/w75jNsxjCiopS4XFpMp1XnVhSt4JpJ\n19DZ6UahuJsgpZJd7+zCZrNJllrf3/g+i0csxmQCrTYYAYGYmBg++2w1KtWOAfYut4u68XW88OQL\nCAIIbS42fS82KeTm3sPkyQO7cx1OB2v+sYa8hDwyM/IQ2r3XzGTaSEXFQL4TwPebvmdq/DSoqWXX\ndm+JXC6TVq+uZ8Y1i3CuNVDeK2GvVqtRq+U12zo6Tue8pREVNUTGo/++hIaG4so2EnUigQ9WfuDT\n1mw2YTZ7GwDOPHcuDInlrhvu4ljYMZ/ZqkWLbiI93RsM6K7OQK0NY+mCpfzc9bNPgvypgej1N1+P\nalQ0cXHJnJl5Jqu+XTXARxDEEnlBwS8YDAZ6anpQKuswmWDZU8soUA4stba0dKFWd5KYmMikayah\nUSvRaMSXZWZNJm+t759Nam624HY/RUgIntmmYWFmGhpGkxyWyrDYYawrW9fPJynpOhYt6p0+Eg5x\nsXGEhXVRUnIHt8+6nQ0VG2gzeakgbrf4wh/Wq5usvUtL7qRccnKgogKmuaexfOPyfue5qEjlEds9\n0XgC1TYVKqWKO+5YTaL7HoKKgnjozf6jr7Zs6WKW2NBKTUcNKWEpKJUQH/8dU4y38eLLoA1hAAAg\nAElEQVQvL/ab12oyweHDbzJlivgcWv/Degw/Gli8OAd7/XLOffYCntvZ/+Piyy9rEYQ7Seodsbqj\neAep5lT+eO/9TI7byO3f3U6joT914I9/XMXs2Ts9FJZPj3zK9Q9cz3RzGe/s/4jndz4/4Dq++eZ+\nxo37znO/fHn0S36IvI4dtvuYdPUUzI7+7xeXC1asmMlLL73s2Y4ysomkpQdZ/Oz91DYP/Gq3WOCZ\nZ4zcequeqChRhujjj+HxZ3qoqPJdPtXr4eKL4bnndKxceQNr10JFhYEbbvBNr+nzWbAAcnIuZePG\n6VgscP750NUlrXnkcsGzz8LcuQ4efvglJkxQUFwsaf67xH8cvN1///28++67/PTTT7z11lu0n1ZE\nP3DgALt27SI/P59HHnmERx55RNK3o/ct9a9//YuMjAwqKytJS0vjnXekJRkA3nm3jenTp/Loo2Ln\nTWnpQ8THL+GMM/CZSSpvbCLv+o2MnX0527ZdyvDhsH79NBYt+hvnnMOAYKzV1MqdH7zHi/mXcc4t\nzWRkiqWfN964mEWLYrj66v7aWk2GJh7bsoxhs8JR3lzEKttTHn7EwoUQFfUJd93lLQM6nA5e2/wa\nOa8N50BZIYnhrVz64aUen4svjiQhYUS/YOyn/J+Y9OQktuZXsai5mC1bfuSJPU94HvBLljhYv348\nO3aIbZduwc0Lu15gRf0KIoKu4rYrQ7nnsns4Fu19+dxxh8Brr+1Frxe5TCf1J7n2+2u56PyrKdv8\nJvPnmxkXPI4Vb3mDxClTNnPrrfd7lt/b9x4r/rKCzJLrmTKlhLAwSHWn8uM2URMtNhbCwm7i+edF\nHpfFYeHqNVdz24O30VNzFWf10jYyIjOo7xFLrfPni6WIvnNcVF/E41sf55VzXuHLL59jxAjxS15R\npqCsRvw4sNmW8+9/e8ck3fOPe2iubeaK0VfS0fEQN9wwh9CgUAwbRT5NXJz4X58MgFtw89jOx1j6\n3FJCFAl0d4vDrOddMI/Rt4uBpFbb0E+DzWAz8Pz+53njiTdoaBAJ2Go16HQ6hCABhQLS0gRqarwR\n4q6iXazctpKbJt1EV5eSnJz9KJVK4obEoVAoKC//kC1bnu53P/5Y9iOlK0s5O/NsTCbQBFkpeL8A\nlUrFwoVn4XAwIBv6Tek3xIfFMy1zGt3dnQhOFwajeOxSnLcvi78kKSeJCekTCA2Ow/CtN2MiCAZs\ntoEP8N0ndtO2s42JSZNAHU5omDdrWFd3Pk1NA0edCYLAdxXfMSliIerzY8jOFgO2qKgYwsOvG2B/\nKhobd9Hc7J0m4LcpAnA4GnGeUlNXaXTkZVxIsb7YZyAWH59MSsornmWX2wVuF5OTpmBz2TjUdGiA\nT9++AFitVpwKM8XF3zIsdhjpkemsKV4zwL6w8CMKCj4G+nTeNGg0WqalTsN8wMyq/P5fVlYrKBTP\ncOaZs3n77bcBiIy8BZMJFo9czLG2Y+yp6z9/NyzsbObOFbuRBUFAoVCgUNxOdbWeFW+uYKd6Z7/y\ncXW1k7g4MbO3//v9lP9UTmxsKDEx39HcDFfGXMnSJUv7ZaCOH9cwZoxYxu/jvOXkhOFwnEOYIo6l\n45dy+V8v94jp7tx5EkG4lejoXtFthwmdRseYMQa2bp3Cm4+9hXOEk0+OeHm8R4+mc911V4nnWadg\nyL1iwD51qoI9uxU8ccUTrGxeSVVnVe+5EtiyJZdJk8R3zPqv13P8M7Fqcvfdb9Bx7DxmWGcwafEk\nz3P3hx9g7txVDBsmBonB44K57c+3kZgYxpw5YziXd1lZtJKPD33s2a8ffsjmmWe8JY/u1G6W3riU\niy6CY5vP4A+jHuCMJ86g+IQYaZjNsHVrCldf7R3nt7FyI5eMuIQ/3jGc+O+3s/z15Vzy2CWee/Pw\nYaipuYqPPrpLPDa7lbv/fjfrrlnDAkc55pgEZv57pufYAd5+G0JDldx5p6hQ7HA5WLBiAQsWjqTq\naCnj/jyB9w691+8D4b77YM6cObzwgni/GMwG7vx0DvpbExj1QTS3fXI7JTXe357V6mbcuPvIy2vm\njl5FJK1W4Lxl7/Gl43GmXnMBB6v7i3afPGlk3jwH06bBV1+NIC8vnk8+AXf0+2ScMYsfD+4Z8Jss\nKWlj9uzjbNsGxcWR6PXf8MQTSs6aJ/DBv/8PNWEI/wG6u7uFiRMnepbvvfde4bvvvutn8+abbwr/\n+Mc/PMs5OTl+fS+77DKhoKBAEARBOHTokHD55ZcP2DYgzHnsHCHyzyMEnlQK2otChUsev0SwOCyC\nIAiC2y0If/+7IMTGHhceeGCdYLRahMXPLhaiF8cLymVRQvrj5wghs0KEBX9cILjcLo/Pww8LwsiR\nVuHTTw8Ln//4uZByVoqgeTJUUF99tnD78meEjOszhHu+v8ezHw6HICxY0CGkp98u1NU5hBd3vShE\nvRgt5Nx9s5B33mGhx2wWzvn0HOFPP/7J49PZKQijRgnCsmWCYLRYheGPDheiJsUKCRPfEK6//h1B\nEATh3JXnCm/se8PjU1wsCHFxgrB5syD8UvuLEHFrhHDmH5YIStUYobi4RxAEQZjy7hRhy/EtHp83\n3ugSxo4VhNZWQbh1xa1C7lu5wuMv1QhDh34q2O1Owe12C2mvpQllbWUen+zs24WlS0sEQRCErNez\nhL/98rKwZIkgPP64WxAEQahtqhWClwQLdqddEARBqK7u+n/svXdgVNXWNv5MSSaZZNJ7ISEQEkhI\n6J1QBVSKSlGsWFDkIqiAKDZQQREERECKIFKkCkgJhFBCT0ghpEAgvfeeTMqU5/vjwAxD6vvd93e/\n+7s3zz/J2WetOfvsU/Zz1lp7LVpb5zIqirydf5uOqx0ZkxVPV9c9XL78DEly0/FN9HrJS3eMX37J\n56BBGmo05LILyzh5/2TmFdRSLPZlYmIFSfLTY5/yvT/e0+l067adCxYcJUkqvBX86tBXzMkhTU13\ns7y8liTZ49Ue3HRmE0kyMVFLFxdSoyELawppMtWEJ66cYGws+fAWpFarpWS5hA3qBpLktGk5XL78\nAUlyf/x+9tnah7WNtTxxopB+fvdIkpczLjPo9yDdNenaVX9Pzjo8i+/8/Y6gvz+dPj6HSZLfXf6O\nSy8sJUna2o7jqlVXdDpus904feF0kuT16+SgQeSWyC2cfWI2SXL37nI+80yZTj67MpvOa5x56r7w\nrMTFkaLuFnQf7c7hw4dz48aNNDOrZmWlvl97z+6lYoaC1zKvkSRPnsyg+BM5C6oLSJIffZTLhQvz\n+DgicyPptMaJl9IvkSQ/XBVFhy/76Pb7+pKJiQYqzK3Kpf9mf+6M2cn6ehJzejEyJ5L19fUkSS+v\nu4yJqeeTePv7t9n5H53545YbNPrURtf+4AHZpUsTcQO8/z65caN++/XXD3HEiJ9bViBpbDyY169n\nkiT3799PyRQF9/2dxz5b+3BjxMYm8rdvkwEB+u2f//yZeNqIGg35zV/f0GaIDfOqDMcvJkbLnj2F\nZ+aLL76g/CknLll7hyS57fQ2GnU2YkxejIHO3LlpXLgwnRkZGdy4YyOln7gxLk7YF5YeRsfVjryd\nf1snX1xMmpkd4b1791hSUsKgdUF0GXGa94RblQduH6DMV8bY5FidzjPPkCdOkJmZmRzz+RjujNlJ\nL6/jvHpVeIZ+Dv+ZPTf31MkfPy7okOTH+z/WPZMDBpDXrgnP0NQdUzn39FydjodHPZMevlJs+9ty\nV/AukmSvXmR4OJlXkkeboTbcG7mXJLluXTXHjg0jSVbXV9PkKxPdb3l6PmBMjJYJhQlUrFSwTFlG\ntZp0dycTEgSZyxmXOWznMJJkQwNpaZnJ2NgibgjfoGvfuZMcO1aj+93Pzn/Gb8K+IUkmJwvv1ryC\nag5eM5g/XP2BajXZty956JD++oz4fQTPp54nSR49Svr75zM6O5bGvsb8+8rfDA8nHR3Jigq9Tpef\nuzChUOjos8/uY/ceizl29lPs9EknarXkBx+QM2bo5dNy02g02IjKRiXVarJXr1w+/+p6Bv4UyKUX\nljIjo5bdu5N//KHX2XNtD51GO+nOxdZOy/d3/kjr5da8eO8iV60Ko0JxVHdNSHLB+gXs+ZFwnbdt\nI50CDzJgfT/229aP1bV1nDx5P7t317CqSq+z6PAiejztweLyCvZ9KooOo0ZQPl3O1ddXMz+ffOop\ncsCAo1QqG3U6s4/OZv9t/fnZwW2Ueven5TJnDvptEG/n3+bNm6S19SJOmPA7tcKjQo1Ww3+c/gcd\nVztSMdSTklft6bSqEz8O+Zg1dfXcvZu0sNjN8eN/oUol6Gi1Wq68spJWK+0IL1D2ii1f2Psyd8bs\n5L8b/knKZQDJsmXLlv3fEr9r164hOzsb06ZNAwBkZmbi3r17GD1aH5i5ceNGjB07Fl26CF9G+/fv\nx6hRo5CYmNii7uLFi7F8+XJIpVJYWlpi6dKl+OijjwyOvXz5ckhjitA7qwemqQIx3qQzNJkJiL6y\nGYFFYmReuAy76nN43jUByUfjsHfzSdRmnEHfuC5YYvoiFnn3wHgbH0gqopBy+RhMYguQEhqKt/zy\n4FJ2GodWr0fi7esIqLHG8BsvYIG3A4YbG+G7PpNw9dQmlFyNQfWNOHgU5GG6bxJKY5Lxx7I4VP71\nDfxuDka3lHp8OL4KPqVFmFTvie3vfg5VajICq+tgmhyP/g4huLH/HIJXLYO7STY6RX6CGT0qsfoF\nZyA+Hk5JDTi8ew0mqR1gdPceym6HoJfVOZz5Ohjx59fBt6oztOf6Y//8ZxAgSkFSSAhUYSlI/mMP\nxpo6ICkkBFaVV9BXlYc/Fsaj4NK3cI/tDvF5a/yxSITcG+eQEhoKv9IaNN6OhjYqDcmhofhqXG/E\n/FGAczuOQX39OLzOj4N5WjpeHHQOaRfOwb+yBtU5NyCNyUXR1Qj415ZipF0G1i04h7SbOzFEqUHh\n5q7wEBVgkl863HJz0bmiFgnxp+CW3Ai33Fz0k6Uj8XQown4/j4pjGzEwX4ELG6oxxMkdM70qgfh4\nRO/5C0Uh4ZiicALi42FdEY+Ig1nopylBjfg0ZkgG4vel1/F2TxsMNE1CcmgoanMTMVgthmd2NSpi\nQ1EceR6iyGxYl15ATXoChte54dy3+zHe9QHMi68j7cIFaO+G46laR2RcCENp1C4UnbyGCa51CN6+\nCZ0eaDGeVji/7jgUpbtgW5kGh8wMlN+8jG7ZEtQnXkbp2QwMMI1H7rVzOPHpBrxp7ocuZbW4uCMY\nliVheMZejRtrt6LyXCy6VqnRXdkf7uU1EGWew4PQs6jIDsWeEYuRfuECbu0/Dc+iWPSUxSI19CI0\nMUnoU9uA/HPJcGo4g5ywMJRFh8AzuwoDChyQd+UKTBOyIE2xg2NlOIbYWCNm03b4anbCE1qU37oC\nx6wsXDi6Dn1rHOBXYgzn7GxI72UhJ+I0xHH3UBt7GemXtkAZGwLX6gw4ZWUB8fH4xwdT8a7ZKEyF\nGxAfj33rlsCy8AFEV64jPyIEGTGH0bk6Ed3Kc4D4eJzctRU//DgLC2yH4CX6IezQIZTcuA6EXkTM\n3l04d+YIkBmFaTZqWGTG49qRI0i+dBw7986FJv4OphsHQRz3AJal4ZBFJWH3mh+RH3MGpok7MNlF\njKuHD0Nz5w7Kos4j7I8NOL1vB/IiQqC6fx7apJ2IOLsTeRHnYFqQDJuS24i/vA/5t0JQFnUeqtvR\nSA+9Ck1sLCxTUlAQ7gJj5Z/IvXkS5gXJ0KTEwj1LjLfNvXHl9Hoc+XgZyuLjYZeVD4uUFFRci8C9\niM9gWnYJRREhSDt6HNI0FZ6SmuNpiROsyrKx7rcl6F0shl26MH6/f/c5RHkr4dSQgC5Gdci/H4WB\npRboq8pH33ojmKprEHriR0xUuQDx8bh08CBE8dmwqDuN+sTjuHX6NFyLMzGsyBzOxWl4EHwdgytl\nyL15Cr2LpQjesweyxFSooghvm7+xdePPMLp8B36lWRguESEieB+ClHLIGpPgUVKJ8CMhsM/IQNzu\nnRjrmIVdO1dCducORkot4JbujLyE/fCpSseIakvc+GIrGtIK4Jydg4xj9+HPeNy5ugUWecnwq2lE\nj3w1bp7bDKesLPg1JsOvXIvz+w5htNIcOaeikH5iCuSaNLhkZ0NZfgNTTDsj4mgwvCsywJgk9DdK\nR1F2ElwL8uFXqEbwqvvo5hgKv5os1EWGI+frYBhX1MAhIwOeFcXIPh0PbUYIVDtvwLtGiWOfH0dD\n7lq85tsAk6QkpJ87iezgWIysl8MsOQnKiJ9wZk8w3nSxQ/rZv9Dpjh1+WX4Q307OgGtREhAfj2O7\ndmB4jSm65dfCJjceyTfXInzD75jVvTNqI6Ox9q2t8G+Iw4cjyyCKj8eZvXuRf/4EXjXxg1lSKtIj\n96L64gqUntBgYM9CRP6ZiKsr1mDDW+boUpuAM3v3ojHyOnL/OoW3bQfi7N69eNPfCJVh9uhf3x+F\n2btx85MwWKZJ8dOseFw4uBcOGRlICjsIl9ISaBKK4JiVgTF20Yj7PQIOudZQ372C0AX7MLVbNlyM\nz8IhIwMmSUm4fG4Tehu5I6CkHi5FSRhldwsHP1uGgRnmSD0Sg7JgGZ4ZcAmjFeUwSUqCNu4Otu5Y\ngY8ch8O3oh59jeKRenEXrI/4w/bGaVzdqEbVg13Y9Q8VnAtSgPh4HNyxGXE3duLIpM9hl5EDZ81F\n+KaOhOs9L+Td/wl/LqjEzC4Z2PAWYHw/ESH79iFs92pkbz2Jg2O+hCguBYv7PAXpjgAYx53E6e0X\nkbpNiu9fdMHSSVKc27cPtunp2LD8LZjkPMBs1QtYP+YFjC+eCNVeLySeWYVrP2UD4bXYNEcEX9sU\nOGSmoz4qHD9++xqSLl3F3u7z8fXgmXCL7YO4P++iJvYBJr72crsWPv1/hbCwMOzatQthYWEICwvD\n5cuX8U9QLgO0XCX5fwkkm5g9RS2M5qP2J+Vbwqc9uuMdH2FJ+qXCQjjXOqCfpg5hkZ9ACU9QboXX\nvbwQNFKDbfERyK42worxXSEWZeDSuUIU19biM89AXIi/gLDa+zAz74QhKSl4QQZYDjPDmfQovNUp\nEN0D8xGWW4iUB7UY4uWFpXW9sT7kIIrtvTEkoC9MAIxzLEBXkweQ12ow3tMWdxpLkHXpHJCZAisA\nUzy9kHDpBKgkRABqCgow2FEJP5tG5GVKIOkVgtJKJRAsmLrFBQVwj2xAfOkqDOw+AHkFBVArlVg3\nrhOupNTiXm4jFD3OoVeeF5AH5BUUwLFcCeuqPKhOnUBeUQlylEq87pWCkQO0WJ+khlSZh6WjgmEc\nCcQXFCBbqcQgcR3u3buOvN6FyFYqMdgrGSuGATsik1FdLMJwBqP/AGdcvlCAHKUSg5OT8XyuCZIS\nzgBSGwzy8sJAANN8CnAh6hb6x0vg6xiMIqcC3Dtbi0HJXWALonNiDeKLTmNgV2+IAUxwL8C1e5UY\nLK+A5KoINDsNmasSCBbydXiW1KCouhYIDgYAOJbkY4CzEnE/5GOYVw2O//U7tAo3vNS9CxAMZOTn\nQ5ZfCIeSKOCuEhn5+ehlo0TjcREizubAUdGAvy4Go79Si7GexYg6U4Gs2lpMqNRA03ASWVV1cFHX\nYrBxF5z/KBh12kRUa4nM4mA4RQNugWrcPXMGY8yN4R+ejej0I8iqrcXr9k4I/yobdV62cJMTvdNL\ngZJgKGNz4WylBIKDMVEiRmh1HU7u24ep5r64HwYkF+YirbICU8TGEJ05g/icHCQnFmCMWIbet91w\n8UoBQm7sxFODqxCQA6SdyUWNSgWPmjwEqhtw3+4UqlUqjDTujGdKanCeIuRV3cckbwlMyvoi9ewp\nSE21CPDwQM+0bORqnZAaEoI+nTrBshSwi7bAg5QwWCtVCHBoRFpdD+SFhiLQxQWNmkZ43VfCw7IM\nqBTGv3+dGOo8BWyLIiAxN0IXlKDxSn+gTFghGBtxCf4VYjzvIQPSz6AsIwt97ldhcE/hFXMrIRND\njStgflUEWAI3b0dB05CNmV180N1uEHbfz4BtXSmm1XWCadYl1OZVQ52VhDFyYyDYHuEJMRCr8+Ah\na4B5tRmylCrI7eTo0SCBtkaJi1oNZPZy+IpM0KmoBhdzG2FkJ4eDpQy37mTjgqkxJnULgHsnbwyX\nXsXff5dgoJ0C/a1NMTHTBNHJf8GnuDPW2I1GpFMktoWegHNqNtxcPWGRXwelMhTxe60w1N0SwwDc\nzJUi48QJONnZYg7cEZ1yB/eO7IOvl7ACtzI/E77G96ENroJYJIbsrhhyy4uATFg12pCQB8+6Eqil\nJyEVSxCemAjXGjmM5dGwLXJGQ24FhjS4wl16C8iT4FpcHAYba6DMSgfynRAVHw97K088JVEh67fz\nqMvSYrStHBbKdJhcPI1rpQnw6dIFT1cRitKbuFigRr/MTAwuz4RHQhHy71zH0042CIjOhZkyGNsi\n7qASybAxN8dz5jJEXriIwbl5EJ1PRz9/TxzPyUFvs1o4mJgA6cEwL72B6hMhgGQIrMtKUB2ej/vl\nwVDmmOFDnyCE3LiBxvx8DM+pgqM2GtvvpmGmbWckHY1AWt5YFKblQBlThBOb0jFS0R2Xs+JQdzYb\nFlINpvub40pwMHqlpuI5mRxnLqqw9ep5jHeRI/PX2/BotIOzdRaqg4NhZWYG+d1bqEorQLW5sP1l\nPzO8fCoGlz5vwFBUITF4GVycLOD0wAfIFVZnFoanwbHaAkgTYjHMxdEYQFtUb6qGnSIF0kY55vRN\nhfiMEAZ0LjoKgRk1sLGJAMRiXIyJwWfDu6EyLQUpkfW4V5GIJQP90L/kLBAMXIiJwSRrGV4oNIX4\nzBlciImBn48PvhtqhvtJQEiuGOMtSjF5QDCkl0W6/cZld/C6mT22njwJPx8f+JuZYeOzErwVFo7+\nhQWYMWoK7O3SsPCkIG9qYgTHpGik1nuisuo0LM3M0B9Ajy52GGosgaNpGYZNuIslcbGoPF0HSzMz\nZFdmQZylQm9n/fvVVJSF+cNNcT/bEr6O4dhWVA/jiItAghkI4MjFv/Fe106wCxPifS/FxOBDHx9I\nzLW4nF6LcPe/MdrYF5IQYXxP3LoJf+Mc/NBrNOShlxDyUP6H4XJci7HB6ty7+GzMKXSuNgeCgZCY\nGKgtVeiakYNnhj2NL66dRa/UdIwwM8PQYVq8cFqCKZ5hmNKzHpL7YmyMjoaLlxvSc2+hb5kY5WaO\nMAmLhJ2ZGebaAUnyDLwiHvT/lLgBwMiRIzFy5Ejd9vLly//3fvyfMds96fqcN29es27TtWvX6rYf\nuU3Ly8tb1H3hhRcYEyO4FKKiojh16tQmx26t66sPrKZ8vJwjd41k0O9BNB5hTOcXnXkx7WKz8iW1\nJTT3Mefo1aO57uY6vnXkLRo5G7Hb+m7Mr85vVmfOqjnstLQTo3KjeDPpJt9Z9w59fvHhiN9HNCuv\n1qjZb1s//hb9G0lSpVFxz509tOhnwRdXvdiszqUHl+i53lPnotRqtfzr7l+UdpFy7cG1zepM+nMS\nd93epdvWarXcFbWLipUKVtVXNZEvqSqh2ddmrKyvNND5JuybFs/lk98+YZ83+xi0NaobOXbdWM7/\nfX6zOp3mduKZyDMGbVX1VfRc79nEfUSS8YXx7LGpR5P2I1f+otVyO4aHZzfZ98GODzhz7UzDfjWq\nOX7+NHrPGMJ9+wSX9eOwHGTJUzf092xDA3nkiJZunw9kl0lvcOJE8uBBvfz9kvv03uCtP4eqek6Z\ncoTDxhdS/KUJTRQbaW//JT09yZoaQWZD+Aadq72+nuzatZpWVtMp9XmPkiA/vvFGMe/eLeLEieT+\n/Q91ft9AzxWe1Gq1lEq7Mjy8jPsP1hLPmdFp7EImJwtyW7dqOWtWA9944w3W1NSw58aeHDD5Ns+d\nE/bvCD5HyRcWXLUpV9fnc+dK2LXrSdbX1/PGjRt0WdaXb395i6Rw7futHk2bdwOZk6M/7x9/FEIK\nSMENLV5iwX37wkmSx+8dp+1KZy7++abO/aFUaimV6gfuwNEDxDARQ0IymFWRRcU0BUe//wZvRal1\nMsePk5Mn64/58/kDNJs1gzHJMZR6SLnvzp/cs09lcA2HDt3IuXNP67bXrxdcUY+QlFTM9+b+zj+i\ndtP+R3tmVmTSeOoIdu6hv4YjR+bx6NFa3fbNCBXf2fETHVc7Mq0ojTExJJbIOG36NFZXV1Or1VIk\nyqD6Ydc1Gi1HvrGA0h7G/OnITyTJ6GhS9A9z7jmwhyQ5efJZjh79ie4YmZmk0ytBdB4sXGOSHDjt\nU9p+ovfDBwQILttHeOODPymaJ+Pei5HCmB4oo3O/mQTAV155hRMnTuRrr5G7Hj7+2dkauk1bT9mM\nYfx1SzZjY7W6kAH3te5ML08nSS5Zcp7+/qtZXEw+//wtit60psmA3ezRg3R1PcDKSqUwTu+O5KzV\ns0iSBQW1dHVVslcv0sw6gegq4lNTirloEVlXp++zxzoPppWl6bY3b07lxIlkv5fX0Ha8F7/4MpiN\nei8bb+ffZuCvgXwcqallnD//MIeseYVLT6yjRmOwmyuvrOSn5z81aNNqyexs0nKlNe8V3+OTMPU0\n5dHLR5u0/3ZiBy1HWLK6odqgPTY/ttn3EUkuu7SM434cx9q6WoP2z85/xq8ufdWsjvsUd7668lXd\ntSeFOcLuRztmVmQ2kc/Iz6DRYCMeiD9goDP3p7kc+unQZo9xIukE3da6ceulrVQ/vFnrGurYY30P\nXdjFk1gYspA9NvXghnMbWFUjzBdf7v6S5n7muvCSJ2HpY0mXz1z40dmPeCX9Co/dOEavn71adFvm\nVOawx6YetF1lyynbp/CNFW9w0p+T2HtLb5bUljSrE5oayl5betFshRndJrqx77K+tF1lyy2RWwzG\n498d/yTlMvytf/YHevXqxcuXLzM9PZ0+Pj4sLi422B8REcGhQ4eypKSE+/bt47TLr1kAACAASURB\nVLPPPtum7qpVqzhv3jwqlUrOnTuXq1evbtrxNgahoq6CZ5PPMjQ1lMU1xa3KkmSVsoobwjfwg+AP\nuPbGWp69dbbNm2Jb1DZ2Xt+ZTkudGDg9kFczr7aqE5sfS8VUBft/2J+uP7lyxO8juP/mfmqefBs9\nhtF/jObSkKU8FXWK4/eMZ/eN3XkqofkHjyQPJx7mgM0DqNFoWK+q56iPRtF6tDUjcyNb1Bm3ZxyP\nJB4hSWo0Gs78cSZ7bu7J1LLUZuXPx5yny0cuum21Rs3ph6Zz/J7xLK8rb1an55s9ueavNbrtiuoK\nuk1y4zvH3tHFHD6OktoSms02M2grqC6gYriCi7cubvYYC39dyFFLRhm0hWeH02apDQ9dPNSsTv9t\n/RmeHW7Qtub6Gvbf1r/JC5wkMysy6b7W3aBNrVbT9y1ffnruU1ZXNzA4uIglj72DNt/azPdO6uP3\nsrKq+O0vh2i1yIo7Thzg008foInJl7S315PL5NJkev0szLQLFhRRoSAdn1tD3x8G8af1DXRxIe/d\nI1955RS9vadw7969HDJkCO3H2HPc6ze4fXsd/z4ZTrjIOO79X2hnt5pvvikEyhw7lkZn5y90/XH6\nshdfWigQoBUnd1L6fm8ODTrJ7t3J2ofz0Y8/kosWPexbTjJF48wYH09W1VbR9jsnWvpfp5tbNefO\nvUCSVCpJmUw/Buk56cRcE0ZF1fPN429ywqo5lEiG0tZWy7SHc/u2bekcODBYp/PtgS00fflZLgxZ\nyNl7ZvPLL0lTU7Jv3ztUqYR75r33yF9/1R/nzTcPc/jw9Q+vC9mnzwMaG6/jN9+QH5/+mC///DJF\nr1hxxcHNOp0JE8jTD/nfpUsZtLIqpKUlOWTOC/QZ5yMQsa+MWK8S4vVUKhWBzrqYmx9+0NLWdiPN\nfA/SeVUnNqobGRWlpegdOTduEWLo5s8XiCVJ5udX08urnC9Mr6HoZTcu/VOICZ487yAVw5155ozw\nkfM4edu0ifT2ruOERd9TMt+XNyMauXFjFftM+o691/dmRUUFk5OTuXgx+f33ZGpqOU1M+vLzrytp\n2deexr19KJdf5lcPuYTjYkceOi08EwkJebS0jKGlJfnBB1oei7xA6+XW/P1wjEH81utbX+eXx7/U\nbZeUCHGaSiW58MxCjt8zvsn7T+ou5b2spuQptySXHm96GMT1kuTF5IscvGVwE3mSjM6Lps2XNtx3\nbp9B+8chH3PN9TXN6my6tYke6zxYXGs4B1j9YNUsUWhUNXLW0VkcvnO47qOZJA8lHOKU/VOaPUZJ\nbQldRrpw/KrxBu+ykbtG8kzymWZ1QiND6f+TP+cFz9PpbDy8kTZBNs3Kk0Ksc/eN3fnq0VdZqayk\nVqtl98+66z4Ymj1OaiitB1szcFEgb+Xc4swfZ9JhkEOL85RWq+WZ5DP0mOJBq5esOGX/FDquduSN\nlBstHkOr1TK+MJ5fX/qafhv8aOxqzC03trQo/whZFVlc+fdKDn1nKDdGbNTFq7eGqvoqbj6+mQcj\nDrY41/w749+KvIWFhdHX15ddunThzz8LD+KWLVu4ZYv+4i1ZsoSenp7s06cP796926ouSVZVVXHy\n5Ml0d3fnlClTWF3ddBL93xyEfyVik2O56q9VjC+Mb5d8TmUOAz8NpKKvguturjN4oTQHtUZNy96W\nnPbTNAb8GsDn9z3PvNK8VnXW31zPl3a9RK1WywXHF9CqvxWzS5tath5Bo9XQ+gdrXcD7xAUT2Wd5\nH93k1hwWhizk91e/121/dOIj9nyzZ4vEVaPRUNRFxNKqUl3bG8fe4MKQhS0e4/i945z05ySDfgb+\nGsgD8Qda1Bn9x2iDRR4JKQmUekv5oPhBs/IF1QW0+9bOoO3P8D9pP8GeDarmv0xnLZtFv8l+Bm1z\nTs3RLWIgyawsMu+xy5RSmsLO6zuTFEjItZvltF5kzbtFwvOzbZuSZmavctCgKm7fXs/Zs2czOTmZ\njhMc2XX4eI4de5qWQ+fRcbFgLTh/PoNWVuXMz9cvjHgEy0UeHDj1E2q1pMTFnC8u2UpSCKT+5puH\n4zT6C86ceZ0keSP6BuFjxLg48rNfPqOomzG//vo2L11Ko4nJPBYVCaTPRB93zpqGGoq+MGV0bCNt\nVtnQtXs2Q0Mb+O235IsPDc9r18YyIGCT/trMmETxKFcG/BrALaeO0dR0GXNytLSyep4//5xCknz3\nXUPytnx5Dl99VTBL7ttHDh4sjK2NDflH8Gkq+ikoe3s8d9/Qk8Snn9aTt969t/O55zbzxIkamtiO\npeJbBUMvFBHPiBgZpf8AkkiExUoFBaS1NZmRQW7ZQlp+GMS/7v7FhQvXU7TUSGftnj+ffLRua9q0\nv+jjI5gHg979kObzBQ/Ei59coeuHfXUfsVZW03n4cBKzskhbWyEYXavV0mNBAM39vuOkSfmc891N\nDtg+gGq1muvXr+enn4Zz2LBrHDCAnDMni6Tw0ei02ok3I+p01kK79+24aad+rHNzyfzHnAwj3x3J\nEf8YwcfxQfAHTcjWIzSqG9l9Y3eGpIQYtJsvNGdxdfMfz/dL7tP6B2uWKfWm1BW7VtChj0Oz8iT5\n4foP6f6SuwH5mLxhMjdd2dSizsyfZ9J7nN7SWt1QTZPvTFokMBqthhP2TuCiE4t0bfN2z+NHRz9q\n8RjKRiWH7BjC5WHLSZIlFSU0Hm1scG5PoqKugoN/G8xZ+2ZRrVbzrSNv8eN9H7coT5K1jbWcunUq\nTb1MOffUXPbb1q/Zj9/H0aBq4Pqb69l1Q1eO2jWKyXnJrco/QlxBHPfH79e95zvwz+Pfirz9v8L/\nX8nbvwLRKdH8IPgD7o/f3y6TcvSDaEpcJZzy55RWTdePY8LeCTx27xhv5dyixRsWjExq2bJHktuj\nt/O1o6+RFKxXNqts2nwpdF7fmcmlwosmvjCejqsdDdy7T+Ja5jUO/k3/1b7h+Ab2+LZHq2MwZt0Y\n/hb2m257RdgKPv/L8y3KF1cVE6aG996kPydxR8yOFnW2h2/nzP16d261spoWX1k0WaH4OJavXk7n\nhc76c/l7A+0H2xvIvP32GQIaZmeT+/bto0qlYp+tfbjnfBQBsueyl7ktaptOfv58cvFi8tQpwdpE\nkufPn6dJFws+98ENbt9/mfhQwdo6gYRHRyspkz3H2tpGLlhwm//4RxFJslRZSvFnCh44EM3Jv71N\nq3HL2dgoTCCvv06uXUtWVakpkeiX0dWp6ij60pif/7yZ5n1tOHy40F5VpaVEMoz37hXy6FFyymPG\njV/OHqLkHU8qvlZw4eIcTpx4giR5+LCwso0kp069wxUrMvTjtIGc93Ax+ODBWh47Jvw/e3YjP16U\nTPOV5pTO7cM/w/WE3dV1Fr///hILCkhLS7210cfnEr1W9eKaA8eJV8CU1BSdjlRKNjaSS5cWcfZs\n4f5qbCTlQa9zwKKxjIwkRSONWFIlPEtz5pTz88/TWF8vrGy8d08YL2V9I0VzLXk4OIlPvx9G75XD\ndccYOPAeT55UctSoH/jii3rr8Ny1c2n9bBcC6/nHxRvsvrA7VSoVFy5cyD17zhE4zffeIx+/7ftt\n62dArFx+cmF2ZcsfaGllabRdZWvwQTbn1BxuutUySVq6dyk9R3satMm+lVHZqGxR5+XDLxtY8w4m\nHOS0Q02zCzyCRqthz809eS7lnK7Nc4InVx9o6p15hIKyAlov1H/4RGdG03u1d4vyJJlenE6xvZgJ\nWcJK0e7Tu/OTzZ+0qpNblUuHVQ7cHbqbh6IOsesbXVuVJ8nK+kraDrLlkC+H0HaVLXOrctvU0Wq1\n3HxhM+efmc+M8ow25Tvw74P/Td7yH1VhoQMC+nTpgw1Pb8BL/i+1uDjEQN67D85eOotB7oNw9c2r\nsJU3rYDwJDzKPbDggwWYcWQGdnyyA/18+rUqH2AdgLMHhKSwS08uxZx+c+Bo7tiqjquFqy6h5Zvz\n38Q40ThYyCxalJc2SJEWpi8jtDtkN4JMg1odg/LYcsRF6+uc/XX/LyyYuKBFeQu5BYw+M9Jt16nq\ncDH9Iqb1mNaijqmpKaBXwd5zeyH6SwRnhXOLOp29OkNkqu93uiwdH60yXHH9228TUF0thpsb8PLL\nL0MqlUIEEXy7E1XVKmTlnMa4LuN08nPnAjt3JiA1tRB1dUKg8qhRo+D2dg9UVxPbTp+BncgdchMZ\nAKBPH1N06vQBwsNFcHbuBTMzId+VCCIQGtTX1yEyKw6TB4yBkZHwKnnllUfVQESQSPRjcv3qdfBc\nIyrl5TDt7o2nnhJKUygUIowduwPXrwu5Ex+/VBbmltAoC2AUbIRzZ13x6aeTAAgJPCMihJrB+flX\nkZ9vWCuUBNLTyxAe3hVPPy0sfurVKwa/7/ga3jbeUMfF4cQf+pxpPj4r4e09AH//Lfy2/GFquvff\nHwlxQQCyG1IAb8Crs9fD3yfITJDA5s1vICBAqDhiZAR0k1vgzgUhlxVFhAjCCRUXx+DatV9w9aqQ\njNbXVxgvU5kRLKOssXL7QSQnn4CyVp8n083NF7W1pkhKCsKsWW669g9f/xAWY9Woq1uArl2J3FO5\nkEgkWLNmDV599SnU1T2DX381HMtBJoOw7U99anwhj1zLz0Vn687wtPJEZJ4+L9f1364j737ztWkB\nYO6EuSjsWajLk0YSDZoGyKSyFnX6qvti88rNuu2axhoojBUtyotFYszuM9sg55vDVAcMGzqsRR1H\na0fMfWYutscI1QeCLwSj5mjrid897TzxyZ5PsCZmDQBAG6TFa1Nfa1XHReGCb3t9i3c/fBfb727H\ne+++16o8AFjILBB/Oh7PjXsOR188CheFS5s6IpEI749+Hz9P+BkeVh5tynfgPxMd5K0DAICx3mPx\n6bBPYWZs1i75Za8sg/9kfywcvLBV4vIIga6BqCqsQnB8MA4sOoAF/VomSI9g32CPK1FX0KhpRKpH\nKuZPmd+qvLXMGpWFlQCE6hNJ7kn47v2m2ckfR/9p/eE73BcAkFmWifSydAztNLRFeSOxEdRatS6Z\n5dZjW2Efb98qqTSSGEGl1WdxzrfMx/vr32+1X0GjgyCxkei2I/MiMcB1QBM5c3P9/yRRGFoILbXI\nKElCQ1SDwcvdxwfQaL7C/v23oVQKq8bEYjHEYi2KinNxtwyYNugFg9+fMWM0QkOlBolv6+vqwaON\n8PcfiIKaRLw0Wl/9YsgQIDLyE1RW1kMqna5rDwwIBPoD1bIKVBWZY+hQfYLfiRO7ITJSjIKCdBQW\nntW1KytrAcd6jP54HFJTgYEDhXa5HOjc+QKOHEmAn98/0LOnvhxYXNwxxMauQ0KCDYKCoiGTCQTl\n7bcHor5+H2yU9oC/GqMmP6PTMTFxhkwmx969exAYmKu/BkFAYVgdQg78CVBs8BGg0QShshJQq4Px\nzjv6D5cVC39A48QGqDUaiIZJYWoilGNydx+NyZPX4rffrmDw4GyDMX5p4QzEVm6BWNIHlUfyUVgo\nlKyzthYSxVpaDsb48a46+S42XVBRX4EabQlIwv8Tf4O+mZg0rWbha+mLu9l6ktuQ1oC78Yak90n0\nlPXEgbN6kusxzANObk4tyrvauqJHjx6IyBFqJucX50P0mwhiUcvTzLzp86B+Xo2iWiGZeGlVKUzF\npq32a4bfDBz68RBqlAIBK1GWwE7efM3cR5jVaxZ2R+xGeVU5rP2sMeXzKa3KA8CSEUtw6sEpXMu6\nhoKaAvjY+rSp8+64d/HDbz/ATm6HOf3mtCkPAM42zlg8bDGCPILaJd+BDgAd5K0D/5dwsnbC6Q9O\nY96Aee2SlxnL8PwHz+PZo89izV9r4GDh0KaOvFiOy9cuIzg5GP6+/ujXtXXrXhe3LlANU0GtVSMi\nJwLdbLu1aUVUyPT1TX/d9ytMT5lCKm45g45IJIJMK0OdSiiZk6nNxPChTQvHP467EXdxfY2+vFJc\nYRx6O/duVUckEoEPC5s3qhsRGRaJvi59W9UBAFWlClqtFkXaIgxcMLDJ/iVLjiI8fALGjVuma2to\nqEJ8fAgaH+yDSY6hRWL4cKE499mzn6KgQLDCyGQyiHob4VbSDXCPEsP66asomJsDLi7+iIkxLCRu\na2ML2AEZVelA2dsYNUpf9qp3byA6mlAqK6FU6itW3L5xE4gDyrMAC4slutq9AODiUozY2Kom1RQ8\nPAbAw2MiIiKAESP0WetlMoG8NqQbAwWAs6PewvGI6KSmVsDPT1/9wt+fqFGFQzbCErhBPHjw4KG8\nCEZGmUhMBHx9ARMTPVMaPcwMVNpg896vQKp0pOrRMW7dikbXrgUGfQ7q3guKzoF48MARHs97w8bG\nRjj/2x/hjz8u4OWXDcmYWCSGe747Dp4/2KYF7RFeHPsicr1ydTVzNdUaVJS3XNMSADzogSs3rui2\nLTpbwMrGqhUNYITnCFzNEkqiGcuNYfZS6x+DxhJjDHYfjJvZQpm5kN0huHfyXqs6juaOcPZzRkR2\nBNRqNQruFrRJ3rradIVRqBHW7F+D9Ip0eFp6tioPAFYmVljQewGCXg7CWIexMJIYtakDAAsGLcCf\nU/+EubF528Id6MD/JTrIWwf+Zfjl6V9wePphzB/SugXtEV6d+Sq0vbXYdnMbZvWa1aa8RCyBlYkV\nyurKsO3QNvhp/No+SDWQ9kBwtZoHmmPm5zPbVGnc2oiUdCEfX44kBxNGtF4IPaB/AALeDdBtR8VG\nwc+u9b6dPn4adfcEgng/9z7E8WJYmbQ+cYpEInjM8ABEwIPSB/C29W4i8zAnNvz9hb+FhYXIW5MK\niLrB9kUrPP/88wby3bo14PLlAPj7T4eVleA2NJIaAV2Am/cTIZ8xHAqFoVvsqadex927pmho0I+l\nSCQCKMLNNWfgJjM2ICP+/hpERTnDwcEHXl56i+TwseOAnoC0wRtBQW8YHGPGjJdQWTkEpaV3UFam\nr4Fnbe0KKytvJCc36mpl6s8lB8a2XYEAwYL6CHFx7yAq6iLKyz/A2LHuunYjIxF8nLYgT5kHWIlg\nZqYnIiIRcPNmAbp2NaylZ2ICSNNFaJTZA1cIagV22dBQheLiVJSVfYRp0/ob6LjKXWEizgREgH03\nCxg9LD45c+YHAJZj8OD7eBKuClfkVOVArVGj6n7zhe4fh53cDiZSExTWCFY9WU8Zgka2bumZ/sx0\nNPZr1G2rNCqDcWsOfEDsWLYDAKCGGmaObVvyAxQBOHXtFACg38x+eOq1p9rUmfbiNNwouIGS8hLU\nhdXBUmbZps7KDSuRYJmAqLtR8LZp+mw0hyUjl+Cz1z/D2klr2yXfgQ78q9BB3jrwL4Od3A7Tekxr\n1Y3yOAIdA3Ex6SLOLj6Lqb5T26VjlGiEpIwk3M66jd72rVu3AKA6pxp3wu4AeGgRc21bx3GxIxxc\nBcthYlEi/OxbJ2JyUzkoEybxsuoy5O7JbZZYPQ43dzeIFALDqUAFes9ru1+AYJUhicvXL8NR0zSm\nsGtXYNGibXB3F9ymDg4OGLR+EN56uw5UFMPdyt1A3tNTBjOzI5BI+kD+0IopWJO0SM4tho1JU4uH\ntzeQkiKGVKq/ZjExMcBJQjtFBFfrRgN5S0sJ3NySUVBgahjzprAEDgN1RdYYMKCHgY6fH3DvHpCf\nfxkFBUkG+0jg9OmhIA0rVUulV5GTnA9sAfIz9a5LH59vYWIyEE5OAvl6HN07+aCqshhiXxlcXfWu\nSzITJ0/ug0p1uMn5G+dJcT81AxDpE4+XlNxBcPA6mJgA9vaG8g4yB1RcScWAgWvQ2Fina583zwsH\nD+7CiBFeTY4xasIoqBxUUKvUyDnTtF5sc5DflePa7WsAHsa8tREP62XthYyKDF2IQMTGCFQWVbaq\n89z45yB/VrDEPqpr2hZsa20RelyoB1rTWAOFrOWYt0cY03kMzqefR71RPdzec2tXbO90v+kIeRCC\ny6suI8AqoE15QPhQWfHuCnSy79Qu+Q504F+FDvLWgX9bOCuc8e2Eb7Ht1DZYmrb9ZQ0ApipTZJRk\nIMM5A+9MeqdN+T5D+8Bvmh9IIjY9Fj0de7apYyI1Qb26HlW1Vbj/y310s+3WqryR2AgqjRDzVtRQ\nhK5LusJYatyqTt/+fSF1EfyEWZVZ6GTZvsmjILQAKpUKidGJkNU0HygeFOQMhUKYVEUiESQSCV6a\nOQSlNSVNAqZFIiAwsBvu3hXpiBW1BA+qUFShhY1R0/gkieQOLl9eDyMjfSykt7c3MEAKtXUNOtk3\n1encWYG4uDQUFobo2qQiKTAbUNd5wuWJOG43Ny3u31+BHj0+gL//eF17fPzfiI1dA1PTCIwZY0iq\np0yZCWvZC8AcQGGlt2KamDjj3r1kGBs3LRbv28kWDbvLwEZDcqBSjYSp6Yd47bV3m+j4T5gIpbkX\nMEIEqUS4hu7uw2FhsRBOTmeayHd16QrNyxpMeGYgElcnoqGhAYDg6p0xw0tniXscnSw7IbsqG0Yy\nIwR83D4iYq+w1y0AarjXgKyMrFblTY1MIU+TIz5DIMFuo91gbWPdqk4fjz5IrUuFRqtBZGQkyvaW\ntdmv1ya+hpqgGpBEWWUZ5BJ5mzrDOw3H9e+v4072HbhZuLUpDwDmxubYOnkrVhxcga4uXdul04EO\n/Luig7x14N8aXwR9gXcGtU3CHqHXlF64UnkFvZx6tesLXmEsxLxl5mYiZU0KfO1829Qx1hqjuq4a\nOVU5sB9rD9NmCMzjyEvPQ9Q3worE3KpcuFq4tioPPFzR+TCgKyI6AubV7YufUVWroNFqYDPGpsUV\neJMmTUJAwGMTPoGUrBRof9U2uzLQwwOIilqEwsJYAIJ7Gv0kyIrdhYrbiU3kfXzsUF/f08CKplAo\nACchDm5M0HPNHiMzswJKZYaurV6pBADE31oDsTjTQN7RUYyGBg1qagyteJ069Ye9/RTU1orh7Cx+\nYh9Qnm8NiAEnB/1KX5EIKCoCbG2bxjpWFIUCCwBGNCA7W2+tMzFJR1GRBE7NxO+7Wjoiu/woAMN4\ntOzsSpiZNSVMUrEU1qbW8PL3Qvc3ujdL1p6EpEaCmOMxINkuqxMADH1mKNTWwjXQVmihrFG2qWNR\naYGErAQAgKKLAuZmrd+H5sbmsJXbIrsqG+5d3eH2QtvEysncCSKRCAU1BbjwwwUU3C9oU0chU8B/\nqj+2hW6DTaNNm/KP8EavN7A0aGm75TvQgX9XdJC3DvxHoadjT+zYvAMBmna6RbRGyErIQpmkDH7L\n/WAsad0iBgAFuwtw/ep1FDUUoVvf1q1uAODh5QGfD4WVavEp8bBRtT3Z3Lx2E8ooYXJNiE+AuKR9\nj6rnVE9IjaQoVZa2K+VLQ0MDLr9zGbUmtfD7tnn3b2HhBlRV5cDyofVPLBYD3gB9huLpV15pIt+r\nlyvKy0egru6JffkA/pDCsZkMMRkZK5GWdhJeXvr0CsYPXW6m0vnw9zdkSWIx4Or6FdLT76GsTE+I\nrK1dUFPTGU5OjU1WXNrZaVCcK6ywfDx2686dd5GXV4x+/ZquQHx6wkRAIwXsNULKl8eQk3MbDg5N\n6zBLaitRV1YEXNETK5WqGoWF5hgzpvn0ERblFkjLS4OVl5Uwvm3AycIJNaxBQ0MDKu+37sp8hE4W\nnZBVJYyV0UAj+Af4t6kT9GoQVJaC1VitVbcraL/2j1qcDDkJGAEWDi2vwn4EkUiEzg2dcS7qHAIX\nBaLvgLYX5gDA1PFTEXwpGIritj/SOtCB/zR0kLcO/Efhma7PAI7AzCFtLzwAAGOVMe6fvo+4wjgE\nOLaP8PWY1wO9hvRCTlUO3C3d25Q3NTbVxbxdv3wdlTFtT7YODg4Q2wiPp2KAAhOebX1RxCM8WqWa\neysXFtK2J05jY2OM3jkaRbVFsDezb1Zm3LhXodVug1wukE7BmkRojEvh6dCUIDo5AbW1Ekil+rQj\nycnJwFUA440hlzcNsH/66UWQSr80IFyWCsFVXlnsDw+PphZBOzsgJycMBQWGAf25ueEoKXm6ibyj\nowgVxQcBAOLHLGK+vt+gtnYInJtJu+fpaQpUyAFvwM5OH9+n1aagomI2HB2bWr0sxCKgsg4QQ2d5\nKy1NRH39ari1YIhqiGlAalpqu+NBe3TugYaABtTV1SE7JLttBQAsIW6cuCH8D7brWI7mjro0HrHr\nY9FQ29CmzuiFo2HlY9XumDcAMC80x5XoKyirK4ONafssaS90fwHoByyevbhd8h3owH8SOshbB/6j\nMNBtIOp21GG4X+vpOx7Bx9MH1q9Z4+a9m+hu1b1dOo9i3k4cOoGyG23H9EjFUqi1grvKfog9npvV\n1G3YpF++PpB6Cm688rpyWJu2Hmv0CAUXC1CnrENldCXszFpPnwAIZE8sEqOsugxyUfOxRr6+NgD0\nRFAsEgMHNQCr4W7b1I0meP0+RH39SF2bq6srMBKAkQmcnJq+dlxcjFFQkIbCwnO6tkcpW6Q0M8hn\n9wjk32hsHA5/f/3qxLi4EygpuYn+/S80kVcoxJCJdwEAlDW1unZTUyfk5ByDVtvUBWxnB+CSCniC\nHzU2jgdwU5fQ93FMeHY4EOgPBOkXLLi4DAIwAVJpRlMFAH3e6AMjZyPcWHaj2f1PwsrEClUNVTCz\nMEPggsB26diY2aBeJOTXa7zdiPLS8jY0ABYS0TejAQCOYx1hLm/bfd/FuQtyqnMQcjwE2cfaRyxf\nfetVqLqoUFBcAFvTti3GAODn4Ie6z+vQx7lPu+Q70IH/JHSQtw78x6G9X/sAYG9mj+LaYpz45QSM\nC9t2mQKAMY1RVVsF066mGDC4aeLcJ6GqVyHxM4EY5FXntTuL+qM8b1m3smCibd85qapVqKirgHym\nHOYm7YuTE0GExEuJeLD/QbP73d0BYAGKixN0fUM/EXA7HMqC5q2I5uZPAdBby+RyOeAAQO0KT8+m\n/bK1BRoaKqBU6mPbHhEsbUPzyU4tLEQof4J/eHr2h1o9BdYtcF1rcyF1KWsShgAAIABJREFUhZ2N\nYZ7BhgYZ7OyaxrzZ2BAYUwdkAKWlpY/tSYWjY/MuREdLK8D0DkC9VU7gcAWwtq5rVsfSxBJVqir0\nnNX2ghlAILaSaxLkl+S321rn5+MHWaBwTbTlWqhUqjY0AJlKhtwcIXGx3FuuSzrcGjpZdEJWZRb8\nh/rD++n2peTo6dATcflxyP0+t0ULcHP4nzzrHejAfxI6yFsH/qthZWKFmvQa1I2rw8xn2udqTTuW\nhuBDwag0qUSvHr3alLcwt0CnT4V4sezkbJhq254A79+9D+VlIeat5E4JzKTtq3zR+fnOqBXVtive\n7REuzL4A6z7WGDV3VLP7NZp0AL/C4uGqPhFEgDeByZ0wZMCQZnUcHMYBeKKKRAyA6yWQNbMItqQk\nDsBsdOkyW9dmKhPGydX++2aP4e8/GVqtGOXleuuOlZUzKivdYWGhblZHJhZcrMaSx2Pe5gCwQPfu\nTTPoy2QiQNUFsBNczHpUwdKyebIr08qA3HJAn98WjY01AMYiKKh5666oQoS87DxYe7XPwgoAZpZm\nKKooQmVK+2LerE2tUV4vsF3pSCmcm/MTP4Fhw4ZB0V+IKVNr1a0msH6EkvgSHPv6GCSmEljZtZ6b\n8BH8HPxw59IdSD6SdCS37UAH2oEO8taB/2qIRWKIEkWoLKpsd8qBfq/3w8jpI5FTldMuHWOpMWgi\nWNHSTqehoaztuCErayuIHR4+nhMBD8f21TAUQYS0rDQYZ7XPiggAT21/CkqRssVJs2dPdwDZEImE\niVgkEgEiQiSrbXFFr42NFIA+4W9BQQEQD8Bf26x8YKA/gCiDNnO58Nt2Vs27BRUKALiEwsLkJ/b8\ngLS0n5vVaawR3LIiPh7ztgzAsGZdswAApQLo9nDFrA6hqK5e06y4EYyAdJXB2zU//z6A72HTQjhX\nZXIl8uLz2lUt4RHcx7ijrK4MWaGtp/x4BLlYjrzjQqoQsn0xb/Zm9iiqLYJGo0Hy+uQ2k/QCwISx\nE+D0ttP/KOZNbiQH8gHWt3/1bAc68N+MDvLWgf96vLzoZbw05qV2TxqPYt4Sfk6AaWPbVjSpWKqr\nbWrxkgV692w74a6rqyukPlKoNCrUq+tbLdb9OPLC8pCWlgZmN10F2RIkEgkqqitgKmr+XIyMpAAc\nkS/UkhcIxiFAVNUIE0nzk3N19XYAeuufjY0NMAGAuPl8fdbWYgBpKCwM1bWJxcL1UJg3/5qqqYkF\n0Ak9eozWtSUknAYgx9ixC5vVCfAXrHhKpb4MmKmpE4CVkMmat9YhqUqwGhrgM/TqtaFZcUdbR4hf\nUABD9FYqtbovgEBoHya8fRJDnx0Kka8IN7+/2XwfmoGViRU0Zhr0+kfb1l8AsDO3Q4NRAzRaDVSR\nKl0+udZgIbZA+oV0iEQiWI+1btdqUw9bD+Qr83H8t+PIuJTRrr4BwIsfvojXh73ebvkOdOC/GR3k\nrQP/9fjjuT+wf+r+dssb0QhF5UVQD1O3K9mnkdgI+d/lo6ysDOV15W2WuQL0ed5yS3MhT5W3m1iq\na9SQu8jhN7UdpcEeQ8bhDKReS21FYi7u3hVcjiKRCOgDaA9WChaTZuDo2AeAPrGwsbEx4AiINM27\nDS0tAaAcSqXeimSkMgY22CE/v3kLl0IhBiAxaOvUqQ+A51qMebOyFAEbkuFip7eYCvn0LGBpKWle\nybsYqAGUysfzoj2AhUXzxFVuJAelFQD1VsaUFC2ArBbTgJgZmaFOXAf/V9pO3/EIlbcqkZGU0W5r\nnbHUGOYjzVHTWAOW6Et3tQYHcwdU5VQJ9Vy7GrUrlY693B5lyjIEPh0In2FtF3N/hAPTDuD3Kb+3\nW74DHfhvRgd560AH/ofIupqFPzf8CRdfF5jI2nYLGUmMYDHfAnJzOWrS2lf+p6S4BPVn6pFflg9x\nRvsfU6/JXtCYaFokVc3hwrwLMBphhKBJrdW6/BVFRY/1oyuAhYDcuPnjuLr2BLDMsPE0IM4sbFbe\nwgIAnoK7+4u6NqlUApQtho9P01xyAODrGwDAA+Xl+vJQVlbOAFxhYdG8hYtMBspokJIkLm4egAAo\nFM2TIDF6AfaAVPp4vFcugLxm5U2NTMG7auCavi0vrw7Aey2ScE2NBtV51bD2bH/Mm8JCgZqGGlSm\nti/mDRCsdeX15RCPFxvUam1R3twKxs8aQ6lSolHT2C63qUQsATYC9/Pvw8HOoU35DnSgA/9zdJC3\nDnTgf4jhzw2H1RSrdsfIScVSaGQaFFUWQRImaVeskVwuh8hVBLG5GN6vtm/FHiBYxfIz8lGbUdu2\n8EOM2zgOStOWY94AIDy8EBcuGNbYFEPc4rlYWhoBeCIlSg4A++aLqAu8qAyAvg9yuRmAT2Bv33xg\nfcsxb8+hqCiqGQ2gsjICwDFotXqrmI/Pl8D/ae/Oo6I+78WPv2fYkdUFSSQgArK4QSIBm7glSuIh\nLm2SanKbnFY9NZr0mq35tYknje0155fY/GpqcjVdaHvTpmlue9PkJNUEb4LYJoAmpiLgDkElgKIg\nIzOsz++PkQGche/3W0Rm/LzO4Rz58jzM9zODw4dn+TzMxl0u46/sa94GbljYTn39Oy7bB/kFwSEw\nqb6RrYKCEyxb9hPXDwA01zVj/adV885RgJRZKXQFdXHyI23lOAC6S7qpOFKhuc4bQHRwNNVfVXPm\nt2c0jbwBZP04i1pTraYD44UQ+knyJoROUcFR7C/ZT9M7TYM3pu9s0y7/LuIe0ZbwRYRH4DfVj2Zb\ns6Zp1l51xXXUH6nn4mntyZvZz0ybpY0Qs/v1ezk5MUye3G9a8b8h6Jzrs1MBmpr+F2geeHEZ+Ad7\nGlk6zsmTuxyf9Q5SudtIYLN9BQSTkdG3S/bgwR3Abdx4Y47LPjfd9C3gv7BY+pLIjg5/4D/xczNr\naj57AZzKxv2ZrCzX67NMJhN8E9T8vgTxrrum8fbbr7t+ACAzOxOy4NP/p33NW1hgGD2RPWSu0bbm\nDSAyOpLWjla6S7s1T7eayk00NDcQ+LVAzclbXHQc+7bvo7588KOuhBD6SfImhE7h/uFYwizkLsnV\n1D7ALwDbdhuf/fMzoj0mL31667x9WfsltuM2zffWaekkdHIoNy7SXrjUhAn+DCcrtY/gEA9d77tZ\n4A9MmJAMXHZixXgIDfF0nFgzLS19dd4sllbARE3NWy5bh4SYAf8BU6AJCVnA3YS4yUPt1w8SGdmX\nEF+8aALcvy49o0+B08lZVURHu5921Ft/LDQgFMJg6je1r3k7c/AMJz87qWt35qQ5kwiODkY1ad/V\nGXAxgBZbCz3xPZqTt+vDr6dzdiczbtJWQFgIoY8kb0Lo1Hq6Ff4M0zK0F1RVDyhMo0wENA2+Zgjs\nCVXH/3TQUN/AxS+1j6Il3ZVEV2iXrjVvu57cBQsh92vaklEAcmD8wy4OKb1k7NhY4BWn6wF+nuqE\nPY6fX9+GBvsas41Mm7bAZesJE8YDMzl37rTjWmRkLHAdwcGuF+N3dX0FfDYg4Tt+/DnAfc2zUSGu\nNn8cwz7N65q50gwfu/2yc/suM3wF0fHa17xFhkdi7bTSfKJ58MaXhAaE0kEH3In24r5fn0JgdCAd\n3R2ak7cT75+AMoiNjh28sRBCN0nehNBp3s3z4DswKXrSoG3B/kvSHGym8nAl5z8d/Eii3j6meBPj\nJ48n6+uDlxbpZcLE2WNnsdRZBm98Sd5P8yAG3cVRg/zcT5uGhQXiYriKDtshD9+xGH//vqK/9oPg\nnyUmxnVxNPso2kc0Nh5zXLMnZdPo7HSd0FgsJ4BfD1jzFhGxAfvZXa4FB7o6ZuxHnDnzmds+6rgC\n7QOmdF3sgn3oGkVLy0yjM6KTk0XaR0wb9zbyz33/BNA8bRodHM3hY4fpeltbkV6AB777ACyExOhE\nzfcmhNBOkjchdEoblwYmmJswV3OfAHMAYyaP4dbVt2pqbzKZMN1oor27nRD/wWvJ9Tr9j9OcrzxP\nW2Pb4I0v8fPzAxtua7a59GfoqnM/bdrUVA4cdroeHOjp0PGjl9bK2fXmMe42Evj5dQIXSU/vex3K\ny3cC32X8eNcjWNOn3wJ8TFtb32imxdIEuJ6aBdwkLP9kyhTX6+oARn9zNCxy+2UnCTckwC1Q8kqJ\n5j4h/iF0jekia7X25D4iMgJruxX2a08ULUcsnKg9gX+2v+Y+tyXZa+8lRSdpvjchhHaSvAmhk9lk\nRv1I6TqCquu/uvi87HPNmw9MmOhRPRw/dBzLSe2jaJ2WTkzTTNw4W8dh3QoogHMN7qcBnYyB8x+6\nH0WMjb0OuMXpemS4p9HKgXXe7AmWia++KnPZetQoMxBkYM1bFRERfeVarNZAwP2uyNYWpwq9wEHG\njIlw20frCFWvIP8giIapX9e+5q3hWAOtZa26TmWYnD2ZsAlhTntJPPG3+XOu7RzBE7Un9+PDxqN+\nJKclCHGlGE7eWltbWbp0KfHx8SxbtgyLxfUvmOLiYtLT00lJSWHr1q2D9i8sLGTmzJlMnz6dZcuW\nUVbm+o1bCG8S9q0wbEE2zK3a/suZTWZ6Puzh2BfHuNigY83boiTaw9p1rXn76NmP7EdwxWs7gguA\n+TBpjftELCoqDHAuuBoU4Cmp2U5HR98vez8/P+Bp0tJcFxwOC/MD8jh/vq/eWnj4OOB6t8kbXGDA\noaOAxfIK4P6+oiJcFZqtwGx2n1S3H2x3sUPVPT/84BRE3aB9Z3HYqDDau9tprtG35o1QMN+m/a1/\nVt4sAidp32kqhLjyDCdv27ZtIz4+nqNHjxIXF8f27dtdtlu/fj2vvfYau3bt4tVXX6Wpqclj/3Hj\nxvHee+9x4MABHn/8cZ588kmjtyjEiBEYEkhVaRVnKs9oam8ymWACpMxL4cb52kfRzCYzbUfasJ63\nau6z8CcLIR5NRx/156lga0REELDE6fqFlioP3/E3mM3fdnwWEhIMbCIqyvW8qT1B20VjY9/JEBcv\nngNuJNjNIJHN1gS8hOp3+kFPzw+B293eVdgoV4Vm/53m5hNu+3RUd4D2AVMCzYHwifZNBABJKUkQ\nA7XF2s42BWioaOCLj7/QNVoXHRLN0YNHsb2nYxGfEOKKMpy8lZWVsWrVKoKCgli5ciWlpaVObVpa\n7JW/58yZQ0JCAnl5eZSUlHjsn5mZSWysfYfS7NmzOXjwIN3drqulC+Et/M3+RM6OZMFS1zsnL2fC\nBBnQE9RDSICONW+fnIZK6LjQobmP2WwGK/ibdEz1/Q/Yat3/Mm9rqwf+4XQ9fNQ4D9/0MDbbR05X\nA90M+AQFAZiIi+vb9VtdvR94EH83oSQkJAJV2Gz97/0QZrP7raGBLnfIniExMd7FdbsJ90xwtV/D\nrdCgUJgDpb90fh91J9g/GK6DrG9rX/MWGRFJm7UNVaH97FtLnYW6E3WEZ2s7X1cIceXpW5jRz969\ne0lLSwMgLS3N5fRm/zYAGRkZlJSUkJ+fr6n/H//4R2bNmnVp+sTZc8895/j3vHnzmDdvntFwhLii\nWv7QwoncE0Tlalzzdmmt0IkvThCTrv2Ioc62TpgFU6drXztFD7AVAv9Dx7RYEJz9x1m3X05JiQKc\nE9XJSZ6mZs/R1dU3imS1tgGjaG2tB5zLktiPCR1FV799EzEx0wH3hZDtieCRyzZBhOLv3+O6A9Bu\nLQenkbwDpHg4+ELvmrdAv0CIgSnZ2s+kba5vhhIwT9X+N/jkqZM50nYE00HtI29BPUFcsF1gdIKn\nzSZCiMsVFRVRVFR0Rb63x3eYhQsXUl/vXCF706ZNlw5z1q/3l9Jg/cvLy3n22WcpLCx026Z/8ibE\nSBZ7fyxNXzYR0KljavLvcCTgCFnXax9ZSVqYxBdVX+jaoVr0f4tgmedpUCf5kJ7o+pB5gIkTFStX\n/jeQ57iWOiaN9YvdT0+aTIUD3hfsf7Q9ztixnpKGnEsHxtuT4qCg0YD74rkmUyf2xWh39rv6R/z8\n3J/r+uji5Tyz58CAa6Wl+xk/fgrgOuG1lFvgC+BHHm69n0C/QKiHsJnay7WEhYSBCd1r3kzRJvxv\n0Z5c3jzzZi7sv8B1/u5r4QkhnF0+qLRx48Yh+94e/2QrLCykvLzc6WPJkiVkZ2dTVWVfv1JVVUV2\ndrZT/+zsbA4d6qvrVFFRQU5OjuNr7vqfOnWKe+65h9dff53ERKkTJLxfRHgELSUtdDRrn840xZqY\ntGQS027SVgwYLv1xdAhUu/Y/rub/cD5MvnSguA6ekr3g4GCWLl084Jrtp1ash92XMAkMfJb+h9kH\nBwcBLzFqlKekspD6+mrHZ9XV+4B73Lb28+sCNmLfYtvr/xAS4j6pXH37KhqeG/hH7LPP/pDW1la3\nfWwnbaCtpB9w6XXbC7Y27evK4ibEwfVQ+4n2NW+NJxo5UnhE1y7Q6JBouk900/JBi+Y+Qogry/Ca\nt5ycHAoKCrBarRQUFJCb61ydPTLSvv2+uLiYmpoaCgsLHcmbu/7Nzc3k5+fzwgsvMGvWLKO3J8SI\nEh4YDnfBjdN1bD5IMdM9qlvXmre6sjp7Da8u7b+cO7s7dRWUBeBPYK1zvykiJCSEJUsGbljYsWMH\n8+fPd9MD/PwOAUVO14Pc1wIGxhMS0jetbB+Fc39SRERECHCG9vb2flf3YDId9PQgTnbu3MmYMe5L\nxUz6+iT4pq5vCZlQ/k655ubB/sFwA2T9m441b+GRtF1so+eQ+2niy5naTXASJuRM0NxHCHFlGU7e\n1q5dS21tLampqZw+fZqHHnoIgLq6OvLz8x3ttmzZwpo1a1iwYAHr1q1j7NixHvu/8sorHD9+nI0b\nN5KVlUVWVhZnz7pfWyOEN6j5fQ2Uo/lsU7DvPDy9/zS2Fh1nm17shAUw4Trtv2hbG1vhd5qb202F\n0Cjt5UgA0tPTCQhwP4rm738O6Dst4OJFC2Byu2HBLpTu7r4RwzFjpgHL3ba2f69jl3ay9oogMFBf\nLIPRu+YNgDhImK+9XEv7xXYo0ncqQ0pyCgHJAbp2wob62Z+bmETtay+FEFeW4Q0L4eHhvPPOO07X\nr7/+et5//33H53PnznVMj2rpv2HDBjZs2GD0toQYkSbeMZGTB08yKtD9eqzL9ezr4eTxk3QtdX+S\nweWSbk9i78G9utavlf+pHPQOck+BsGh9x2kNJjT0Fi5c6CvsGxYWBhweJHlbQWS/+rrBwTGA+yTD\n9ffKc3uKg1F6y64A0ASmVO2JWHBAMJihpVb7dGZoQCg943oIvFn75pRxY8fBHOhR2kfrhBBXlpyw\nIMQwaLvYBjoHkM3jzIy9eyypk10ViXXNhAkOYt9BqlHmukyYru/eQOcGBw0uT6zsA0qTB0neoLPT\n9b89Pcblg1WDPYZehp6bA2Bp0j4kFhUZBTfAyRLtZ5s2NzTTuKtRV503AA7B8R3HB28nhBgWkrwJ\nMQzi0uPA/VGYLvkl+tEZ1amvztu+01AKZqX9v3ZXZxe0D97O6f50bnAYjLsZ1cESq/6lQrQmb1of\n2yhD06YJcHrvac3NA8wBkAiZKzI194kIjcB2wUb3CZ21M5shLHRoR1qFEMZJ8ibEMJi4byLPBD2j\nq4/ZZKZ5fzM9Nu3DaF3WLsiH8FHaC6qeqToDf9V1awD4mYY2eTOaWA3FyNtQJ296TkpwmAjjc53r\n2bmjuhUUomsULX5CPN3J3aD9xDUAfvXdX/GzlT/T10kIccUYXvMmhNDu+R8/77bYtDvd5d1YC62Y\nfqL9l3PS3CQ+OfCJrmm7+n31YKAiz5UeeesdUTMPkgfpSd6Mju7pZei5aQUVp73ES5B/EJig5bT2\nNW/B/sH03NBDULDHLbxOVn19la72QogrS0behBgGoaGhBHmueeHEPNqM+qYiLtb9iQGX6+ruggP6\ndiAm/VsS3Kzr1gB9Iz5ajLvs5KwejQOOepK33kTw8hP3PFT9MMTQc3PYfhSVViFBIZAAJ/dqX/PW\n0dYBH+v7+RBCjDwy8ibECBVwQwDWdquuNW8nPzsJn+p7nI72DtBeO9jB0NSgB2+9Bef7FbaNiQEX\np+Y56b/mrUvDxtyyMgjrt3zryBHnxPFfZei5CYfWk+4L/7p8jBSYmqn9KLSQwBC4AB01Bl5wIcSI\nIcmbECNUd083HACzjgHyDlsH5A/err/G0kY4NHi7yw31tOno0faP/lwc3OJEz8ibq+/p6YxSoww9\nN5MhKkbb2bcOH0JHhvZEbNSoUZBxqR6gEMJrSfImxAhlPWyFt/X1ic2JhcP6+rQ1tLk4eH1wQz3y\nZpTe5G04GHpubNClZeiwPxM012k/2xSAFOgy6XwcIcSIMjLefYUQTnrCezCvNmMebMV+Px22DqjU\n9zjjF4+HuTpvjpGTvPXfhDDUGw+MMvTc1IClRsfRBwBxUHegTl+fnZdGdYUQXktG3oQYqcZdqqKv\nw1f7v9K95q1HT0XffkZC8nbgAMTH932+dSv84AdX7356GXpuZkLE+Ah9fdIhMV3fVmHzeTM9jXJa\nghDeTJI3IUaqTjAf1ZcEKBQs0PcwXT3GptBGQvI2bdrAz6Oi7B9Xm9HnRvcRVEVgjbPq6hKUGYS1\nU18fIcTIcvXffYUQrtWC5Q/6ptGis6JB+9nmgPEptKEu0utLjD433Urna9EDrY3ad6gChM8MB+3V\nZ4QQI5Akb0KMVGMg9uFYXV1sFpvuDQtGR96kVph7Rp8b3Yn0WDh//Pzg7fqx/a8N2vQ9jBBiZJFp\nUyFGqiiIHhutq0vTgSbda968edp0pBq2adPpEJuoL8Hvqu2CSfoeRggxssi7rxAjVRu0V+o8MT4Y\nmKOvi+6puktk2tS9YZs2/QRa63VOm2aEy5/tQng5Sd6EGKlaoXFno64uYVPCdI+qyMjb0DP63Oh+\nLUZDt1lfwjdh4QQYPXg7IcTIJe++QoxU42HmszN1dTGSiEnyNvSGbdo0Dfyi9I3yBfnpO2NXCDHy\nyLuvECNYsL++Om9GEjGju00leXPP6HNj5LXQ+5oH+o2QSsZCCMPk3VeIEWw4kjcZeRt6wzbyhv6E\nL8hfRt6E8Hby7ivECKZ3isvIyI3RDQuSvLlneOTNwGuhN/mWaVMhvJ+8+woxgsnIm3caydOmMvIm\nhPeTDeNCjGCjAkfpam8kEfvwWx8a6ifJm3tGnpsPvvUBoQGhuvvpfe1GBej7mRJCjDySvAkxgkUH\n6yvSayQJmztxru4+IHXePPEz639u8pLyDD2W3tc8KngEHP4qhPiXGP7TubW1laVLlxIfH8+yZcuw\nWFyfwVhcXEx6ejopKSls3bpVc//a2lrCwsJ46aWXjN6iEF5vOJI3o+R4LPdMDN9zo3ednN6fKSHE\nyGM4edu2bRvx8fEcPXqUuLg4tm/f7rLd+vXree2119i1axevvvoqTU1Nmvo//vjj5OfnG709IXyC\n3lESo5sPjJBpU/eG87mRkTchrj2G32HKyspYtWoVQUFBrFy5ktLSUqc2LS0tAMyZM4eEhATy8vIo\nKSkZtP9f//pXJk2aREZGhtHbE8InzIidoav9cI68TY2ZOmyP5W0yYzOH7bH0vuY3XX/TFboTIcRw\nMbzmbe/evaSlpQGQlpZGWVmZxzYAGRkZlJSUkJ+f77a/xWLhxRdfZNeuXWzevNnjPTz33HOOf8+b\nN4958+YZDUeIEUf9SOnuM1zJm5F7u5YsSV0ybM+R3tf81vhb5fUTYhgUFRVRVFR0Rb63x+Rt4cKF\n1NfXO13ftGkTShn7z9+7TsZd/+eee47HHnuM0NDQQR+jf/ImhBjekTcxMshrLsTIdPmg0saNG4fs\ne3tM3goLC91+7Xe/+x1VVVVkZWVRVVVFdna2U5vs7Gy+//3vOz6vqKjgzjvvdHzNVf+ysjL+8pe/\n8NRTT9Hc3IzZbCYkJIR169YZClCIa4mRCv3Cu0nyJsS1x/Cat5ycHAoKCrBarRQUFJCbm+vUJjIy\nErDvOK2pqaGwsJCcnByP/YuLi6murqa6uppHH32UZ555RhI3ITRKGZ3ClHFTrvZtiGGSFJ1EyuiU\nq30bQohhZjh5W7t2LbW1taSmpnL69GkeeughAOrq6gbsEt2yZQtr1qxhwYIFrFu3jrFjx3rsL4Qw\n7rPvfkbJ6pKrfRtimOxfs59PVn1ytW9DCDHMTMro4rWrzGQyGV53J4QQQggxnIYyb5FCTUIIIYQQ\nXkSSNyGEEEIILyLJmxBCCCGEF5HkTQghhBDCi0jyJoQQQgjhRSR5E0IIIYTwIpK8CSGEEEJ4EUne\nhBBCCCG8iCRvQgghhBBeRJI3IYQQQggvIsmbEEIIIYQXkeRNCCGEEMKLSPImhBBCCOFFJHkTQggh\nhPAikrwJIYQQQngRSd6EEEIIIbyIJG9CCCGEEF5EkjchhBBCCC8iyZsQQgghhBeR5E0IIYQQwotI\n8iaEEEII4UUkeRNCCCGE8CKSvHmZoqKiq30LV4XEfW2RuK8tEve15VqNeygZTt5aW1tZunQp8fHx\nLFu2DIvF4rJdcXEx6enppKSksHXrVk39jx07xvz580lNTWX69Om0t7cbvU2fc63+0Evc1xaJ+9oi\ncV9brtW4h5Lh5G3btm3Ex8dz9OhR4uLi2L59u8t269ev57XXXmPXrl28+uqrNDU1Ddr/29/+Ng8/\n/DCHDx9m9+7dBAQEGL1NIYQQQgifYjh5KysrY9WqVQQFBbFy5UpKS0ud2rS0tAAwZ84cEhISyMvL\no6SkxGP/xsZGTCYT99xzDwDR0dGYzTK7K4QQQggBgDIoPj5eWa1WpZRSFy9eVPHx8U5tCgsL1YoV\nKxyfb9u2TW3YsMFj/9dff10tXrxYLViwQN1+++3qjTfecPn4gHzIh3zIh3zIh3zIh9d8DBV/PFi4\ncCH19fVO1zdt2oQ9f9LPZDKBPQKXX7fZbJSUlFBSUkJoaCh5eXl87WtfIyEhYUA7o48vhBBCCOHN\nPM5HFhYWUl5e7vSxZMkSsrOzqaqqAqCqqors7Gyn/tnZ2Rw6dMhJfvWJAAAIVUlEQVTxeUVFBTk5\nOY6vueo/a9Ys5s6dy6RJk4iNjWXRokXs3LlzaKIVQgghhPByhheT5eTkUFBQgNVqpaCggNzcXKc2\nkZGRgH3HaU1NDYWFhY7kzV3/9PR0KisrOX/+PBcvXuTjjz/m9ttvN3qbQgghhBA+xXDytnbtWmpr\na0lNTeX06dM89NBDANTV1ZGfn+9ot2XLFtasWcOCBQtYt24dY8eO9djfbDazadMmbr31VhYsWMCD\nDz5IcnLyvxKjEEIIIYTvGLLVc8No9+7dKi0tTSUnJ6uf//znV/t2hkxtba2aN2+eysjIUHPnzlV/\n+MMflFJKXbhwQS1ZskTdcMMNaunSpaq1tdXR5+WXX1bJyckqPT1d7dmz52rd+pDo6upSmZmZ6q67\n7lJKXRtxWywW9eCDD6qUlBSVnp6uSkpKrom4f/GLX6hZs2apG2+8Ua1fv14p5Zuv93e+8x0VExOj\npk6d6rhmJM7KykqVlZWlEhMT1dNPPz2sMRjhKu4nn3xSpaWlqaysLLV+/XrV1tbm+Jovx93rpz/9\nqTKZTKqpqclxzdfjLigoUGlpaSojI0M99dRTjuu+HHdFRYXKz89XM2bMUHfddZeqrKx0fG0o4/bK\n5C0zM1Pt3r1b1dTUqNTUVHXmzJmrfUtD4quvvlL79+9XSil15swZlZiYqC5cuKBeeOEF9cgjjyib\nzaYefvhhtXnzZqWUUg0NDSo1NVV9+eWXqqioSGVlZV3N2/+XvfTSS+r+++9XixcvVkqpayLuJ554\nQm3YsEFZrVbV2dmpmpubfT7upqYmNXHiRGWxWFR3d7datGiR2rlzp0/GXVxcrD7//PMBb+5G4ly0\naJF688031dmzZ9Utt9yi9u7dO+yx6OEq7g8//FB1d3er7u5utXr1avWrX/1KKeX7cStl/8P8jjvu\nUBMnTnQkb74ed3l5ucrNzVVHjhxRSinV2NiolPL9uJcvX67+9Kc/KaWUeuONNxwVN4Y6bq8roOaq\ndpyrGnPeKDY2lszMTADGjh3LlClT2Lt3r9uaeKWlpdx5553Ex8czd+5clFK0trZezRAMO3XqFH/7\n299YvXq1YyfxtRD3rl27ePrppwkODsbf35/IyEifjzskJASlFC0tLVitVtra2oiKivLJuGfPnk10\ndPSAa3ri7D155vDhwyxfvpwxY8bwjW98Y8S/57mKe+HChZjNZsxmM3fccQe7d+8GfD9ugMcff5wX\nX3xxwDVfj3vHjh2sWrWKlJQUAMaNGwf4ftyRkZE0NTXR09NDU1OT4+tDHbfXJW979+4lLS3N8XlG\nRoaj8K8vOXbsGBUVFdx8880DYk5LS6OsrAyw/zCkp6c7+qSmpjq+5m0ee+wxNm/ePKAgs6/HferU\nKWw2G2vXriUnJ4cXXngBq9Xq83GHhISwbds2Jk6cSGxsLLfccgs5OTk+H3cvPXGWlpZy7NgxYmJi\nHNd94T3vl7/8JYsXLwbsyawvx/3OO+8QFxfH9OnTB1z39bg//PBDDh48yMyZM1m9ejWVlZWA78e9\nefNmXn75ZaKjo3nllVccSftQx+11ydu1oLW1leXLl/Ozn/2MsLAwXTXteuvoeZP33nuPmJgYsrKy\nBsTq63HbbDaOHDnC3XffTVFRERUVFbz11ls+H/eZM2dYu3YtlZWV1NTU8Omnn/Lee+/5fNy9/tU4\n9fQfiX784x8THh7OvffeC7iOx1fibmtr4/nnn2fjxo2Oa71x+HLcYH9/O3fuHHv27GHp0qU88sgj\ngO/HvXLlSr73ve/R1NTE2rVrWblyJTD0cXtd8uaqdpyrMiXeqrOzk7vvvpsHHniApUuXAu5r4uXk\n5Dj+mgE4dOiQy3p7I90nn3zCu+++S2JiIvfddx8fffQRDzzwgM/HnZycTGpqKosXLyYkJIT77ruP\nnTt3+nzcZWVl5ObmkpyczJgxY7j33nvZs2ePz8fdS2+cycnJNDQ0OK5XVlZ67Xveb3/7Wz744AN+\n//vfO675ctzHjx+npqaGGTNmkJiYyKlTp7jppptoaGjw6bgBcnNzWb58OSEhISxevJhDhw5hs9l8\nPu6///3vrFy5En9/f1atWkVxcTEw9D/nXpe8eaod5+2UUqxatYqpU6fy6KOPOq67q4l3880388EH\nH1BbW0tRURFms5nw8PCrdfuGPf/885w8eZLq6mrefPNNbrvtNl5//XWfjxsgJSWF0tJSenp6eP/9\n91mwYIHPxz179mz27dvHuXPnaG9vZ8eOHeTl5fl83L2MxJmWlsabb77J2bNnefvtt73yPW/nzp1s\n3ryZd999l+DgYMd1X4572rRpNDQ0UF1dTXV1NXFxcXz++eeMHz/ep+MGe8H9HTt2oJSitLSUpKQk\ngoODfT7u+fPn8+677wL2KfOFCxcCV+DnXP/+iquvqKhIpaWlqaSkJPXyyy9f7dsZMnv27FEmk0nN\nmDFDZWZmqszMTLVjxw6PpQW2bNmikpKSVHp6uiouLr6Kdz80ioqKHLtNr4W4Dx8+rHJyctSMGTPU\nE088oSwWyzUR929+8xs1Z84cNXPmTLVhwwbV3d3tk3GvWLFCXXfddSowMFDFxcWpgoICQ3FWVFSo\nrKwsNXHiRPWDH/zgaoSiS2/cAQEBKi4uTv36179WycnJKj4+3vHetnbtWkd7X4u7/+vdX2Ji4oBS\nIb4cd1dXl1qzZo1KS0tTy5YtU2VlZY72vhZ37895QUGBOnjwoFqxYoWaPn26uv/++1VVVZWj/VDG\nbVLKSyeWhRBCCCGuQV43bSqEEEIIcS2T5E0IIYQQwotI8iaEEEII4UUkeRNCCCGE8CKSvAkhhBBC\neBFJ3oQQQgghvMj/B1NBlg58/xE0AAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "figsize(10, 4)\n", + "plot(Utils.mkvc(Bxra))\n", + "plot(Utils.mkvc(Bxr), 'k:')\n", + "plot(Utils.mkvc(Byra))\n", + "plot(Utils.mkvc(Byr), 'k:')\n", + "plot(Utils.mkvc(Bzra))\n", + "plot(Utils.mkvc(Bzr), 'k:')" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlkAAANWCAYAAADN2ZkmAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nOwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = subplots(3,2, figsize = (10,15))\n", + "dat1 = ax[0,0].imshow(Bxr); fig.colorbar(dat1, ax=ax[0,0])\n", + "dat2 = ax[0,1].imshow(Bxra); fig.colorbar(dat2, ax=ax[0,1])\n", + "dat3 = ax[1,0].imshow(Byr); fig.colorbar(dat3, ax=ax[1,0])\n", + "dat4 = ax[1,1].imshow(Byra); fig.colorbar(dat4, ax=ax[1,1])\n", + "dat5 = ax[2,0].imshow(Bzr); fig.colorbar(dat5, ax=ax[2,0])\n", + "dat6 = ax[2,1].imshow(Bzra); fig.colorbar(dat6, ax=ax[2,1])" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[-285. -285. -285. -285. -285. -285. -285. -285. -285. -285. -285. -285.\n", + " -285. -285. -285. -285. -285. -285. -285. -285. -285. -285. -285. -285.\n", + " -285. -285. -285. -285. -285. -285. -285. -285. -285. -285. -285. -285.\n", + " -285. -285. -285. -285. -285.]\n" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA0sAAAE1CAYAAAA283vuAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzs3X9ck+e9P/5X0IrSORB/cOoULEpJsK2ghNhZIbOKCKtY\nlVl37LpKGwp0do/+mO2x+x7d6rrabvPH8Ve2w9ZT5WtdO7aesyGia6DuHBKstrUQxDqQllYUVECL\nSvX6/HHDLYEEEpKQX6/n48FDcnNfV67ccF/mnfd9vW+FEEKAiIiIiIiILAR5egBERERERETeiMES\nERERERGRFQyWiIiIiIiIrGCwREREREREZAWDJSIiIiIiIisYLBEREREREVnhdLBUXl4OlUqFmJgY\nbNu2zeo+L774IqKjozFr1izU1NQM2La6uhrf/e53ER8fjwcffBBms9nZYRKRl3DHnPHHP/4R06dP\nx7Bhw3Ds2DF5e319PUaNGoWEhAQkJCQgLy/PfS+MiJzijrmhvb0dmZmZiIyMxJIlS3D58mX5Z1u3\nbkVMTAzi4uJw5MgRebvZbMbMmTMRHR2NdevWyds7OzuRnZ2NqKgoaLVanD171pUvn4i8lXBSfHy8\nKCsrE/X19SI2NlacP3/e4udGo1HMmTNHtLS0iMLCQpGRkWGzbXNzsxBCiBUrVoi33npLCCFEYWGh\nePjhh50dJhF5CVfOGd1tzWazOHnypNBqteKDDz6Q96+rqxN333330LwwInKKO95PvPrqq+Kpp54S\nV69eFfn5+eK1114TQgjR1NQkYmNjxZkzZ4TBYBAJCQlyX4sWLRL79u0Tzc3NYs6cOaKyslIIIcRb\nb70lli1bJq5cuSJeeeUVkZ+f7+5DQkRewKnMUmtrKwAgOTkZUVFRSE1NhdFotNjHaDRi+fLlCA8P\nx8qVK+UskbW2FRUVAIDQ0FC0tLTg5s2baGlpwZgxY5wZJhF5CVfPGd1tlUol7rrrriF8JUTkSu56\nP2EymZCdnY3g4GCsXr1a7tNoNCItLQ2RkZFISUmBEELOOp08eRIrVqzA2LFjsXTpUos2q1atQkhI\nCHQ6XZ/xEZF/Gu5M48rKSiiVSvlxXFwcKioqkJGRIW8zmUx45JFH5Mfjx4/H6dOnUVdXZ7Pta6+9\nhqSkJLzwwguYOHEiTCZTn+dWKBTODJ2I3EAI0e/P3TVn9Keurg7x8fHQaDTIy8vDjBkzLH7OuYTI\ne/Q8H0NDQ52eG3rOOUqlUn4/YTQaoVKp5DaxsbEwGo2IiorChAkTLPrau3cv8vPzYTKZkJOTAwAI\nDw9HU1MTrl27huDgYKvjJyLvMdD7k/64vcCDEKLPAG1NJt3bV69ejR/96EdoaWnBk08+iezs7H77\n9qavf//3f/f4GDgu/x6bt47LE3PGQCZOnIjPPvsMH374IZYsWWLxRsvac3rbl7f+rjku/xiXN42t\ntLQUDz/8sPzY2bmhe7utvvpr0/s5e/bVs7+BxulNX97ye/alsXFc/jEuIZx/f+JUsKRWqy0WWFZV\nVWH27NkW+2g0GlRXV8uPz58/j+joaCQmJvZpq9FoAABHjhzB6tWrMXz4cGRnZ6O8vNyZYRKRl3D1\nnNG7bW8jRoyQL+NdtGgRhg8fjk8//dQVL4WIXKj33ADAJe8n1Gq1fLme2WyGWq222ldNTQ3UajWm\nTZuGpqYmeXt1dbXcV882Fy5cQEREhEVWSZaeDly6dOuxTgdotZbbrW1z5XYib+SKv+/B9OEkp4Kl\n0NBQAFIVmvr6epSWlsqTSjeNRoN33nkHLS0tKCwslNPeYWFhNtt+5zvfwbvvvgsA+Mtf/oIFCxY4\nM0wi8hLumjN66vkpUnNzM27cuAEAOHbsGDo6OjBt2jS3vDYiGrzecwMAl8wNGo0GBQUF6OjoQEFB\ngRyAJSUloaSkBA0NDTAYDAgKCsLo0aMBSJfr7du3D83NzSgqKrLoa8+ePbhy5Qr0er3tD2uKiy3f\noNXWAmVlltutbXPVdgZWNJS6/6727h04oHHF3/dg+nCWcJLBYBBKpVJMnTpVbNmyRQghxK5du8Su\nXbvkfdauXSumTJkiZs6cKaqrq/ttK4QQn3zyiXj44YfFvffeK77//e8Ls9nc53ldMHS3eO+99zw9\nBKs4Lsd569i8dVz2npPumDP+9Kc/iUmTJomRI0eKiIgIkZaWJoQQ4u233xbTp08XM2bMEMuWLRNl\nZWWDHrcneOvvmuNyjLeOSwjvGlvP87v7vHR2bmhraxOLFy8WkydPFpmZmaK9vV3+2ebNm8XUqVOF\nSqUS5eXl8vaqqiqRkJAgpkyZIl544QV5+/Xr18Vjjz0mJk+eLFJSUsSXX37Z5zUAEEKtFuLixVsb\nFy0Sovd2a9tctT0lRdoGCJGVJYTo+j1b2e4NvOlvsCeOy05df1fv9fy7svW35oq/70H04ez/8977\nLmEA3vwGhygQ+eo56avjJvJnvnpeArB8oyaE9Dgry3K7tW2u2u7om8knnpDe3C5a1Ld/om62/k4c\nCWhc8fc9iD6cnU8UQrhg5ZMHKBQKlyzaIiLX8NVz0lfHTeTPfPW89IpxX7okXYak1wNdlyj2u12r\nlS5fAoCsLGD//iEdLvkIW38n1v6ubP2teYiz5yWDJSJyCV89J3113ET+zFfPS58cd3q6tM5DrQYO\nHvSKN7fkhXz474TBEhF5BV89J3113ET+zFfPS58ct5dlAchL+fDfCYMlIvIKvnpO+uq4ifyZr56X\nvjpuq3Q6qZJYSAhQWOhzb5BpkPzw9+7seen2m9ISERERkY+xVYqZ/Bt/730wWCIiIiIiSyEh0r9q\ntXTpFQUG/t774GV4ROQSvnpO+uq4ifyZr56Xvjpuq3x4jQo5wQ9/71yzRERewVfPSV8dN5E/89Xz\n0lfHTeTPuGaJiIiIiIjIDRgsERERERERWcFgiYiIiIiIyAoGS0RERERERFYwWCIiIiKigel0gFYL\npKdLVdPId/F3aTcGS0REREQ0MN6w1H/wd2k3BktERERENDDesNR/8HdpN95niYhcwlfPSV8dN5E/\n89Xz0lfHbTc/vGFpwAqg3yVvSktEXsFXz0lfHTeRP/PV89JXx03kz3hTWiIiIiIiIjdgsERERERE\nRGQFgyUiIiIiIiIrGCwRERERERFZwWCJiIiIiIjICgZLdEsg3M05EF4jEZEPaW9vR2ZmJiIjI7Fk\nyRJcvnzZ6n7l5eVQqVSIiYnBtm3b7Gq/detWxMTEIC4uDkeOHJG3m81mzJw5E9HR0Vi3bp28vbOz\nE9nZ2YiKioJWq8XZs2fln6WlpWHMmDF48MEHXfnyicjLMViiW6zdzdlXgwtb4+Ydq4mIvMrOnTsR\nGRmJU6dOYdKkSdi1a5fV/Z5++mns3r0bhw4dwvbt29HS0tJv+3PnzmHHjh04fPgwdu7ciTVr1sh9\nPfvss1i7di0qKytRVlaGo0ePAgCKiorQ2toKs9mMtLQ0vPzyy3Kbn/zkJ3jzzTfddRiIyEsxWKJb\nrN3N2VZwYSsYcWdw5chz2ho371hNRORVTCYTsrOzERwcjNWrV8NoNPbZp7W1FQCQnJyMqKgopKam\noqKiot/2RqMRaWlpiIyMREpKCoQQctbp5MmTWLFiBcaOHYulS5datFm1ahVCQkKg0+ksxjJv3jx8\n4xvfcOuxICLvM9zTAyDPuHIF+PRTy21B/1aISTd0+Pynetw8EwacAe78OgTfBHBluhr/XKPHzY+k\nfacer8U3jpYBAC6u0KFh0/5+t3/rZzqMbKjFzeAQnPllIW6ODrO6zda+jj6nrXFbe409KZVAcLBL\nDjERkYWWFuB73wMOH/b0SLxLZWUllEolAECpVMJkMvW7DwDExcWhoqICGRkZNtsbjUaoVCq5TWxs\nLIxGI6KiojBhwgSLvvbu3Yv8/HyYTCbk5OQAAMLDw9HU1IRr164h2IH/GNavXy9/r9VqodVq7W5L\nRM4zGAwwGAwu64/BUoB6/XVg504gIqLn1jAA+4H8W1tG3yjET0N1+Dn0aM8Pk7f/xz9DMBfAJ6PU\neLJRj/Yf9L/9d6drob4iBTRffFeHn0Ttt7rN1r6OPqetcVt7jd0aG4Gf/xzIzXXwYBIR2eHLL4H3\n3gOuXwdGjPD0aIbWggULLNb/dNu4cSOEEIPqU6FQAIBD7bvb9CSEsOirZ3+DGVvPYImIhl7vDyk2\nbNjgVH8MlgLU5cvAM88AP/nJQHtKwcXC3psvFQI6He7W63EkLGzg7ekhQDEAtRoLD+qxMMzGNlv7\nOvycNsbdj2eflTJuRETu0N4OCAE0NADTpnl6NEOrtLTU5s/eeOMNmM1mJCQkwGw2Q61Wo6GhwWIf\ntVqN559/Xn5cVVWFtLQ0+We92wOARqPBoUOH5DY1NTVQq9UYPXo0mpqa5O3V1dXQaDRym+rqasTG\nxuLChQuIiIiwyCpZC7aIyL9xzVKAunbNycvNwsKA/fulf+3ZXlgIZGUBBw/e+pm1bf1td/Q5HRQc\nLB0XIiJ3aGuT/q2r8+w4vI1Go0FBQQE6OjpQUFCA2bNn99knNDQUgFQRr76+HqWlpRYBjrX2SUlJ\nKCkpQUNDAwwGA4KCgjB69GgA0uV6+/btQ3NzM4qKiiz62rNnD65cuQK9Xt9nLIPNghGR72KwFKCu\nXRviy0CsBTRuDn4cNWIEgyUich8GS9bl5uaioaEBsbGxaGxsxJNPPgkA+OKLL5CRkSHvt3nzZuTk\n5GD+/PnIy8vDuHHj+m0fERGB3NxczJs3D3l5ediyZYvc1+uvv45NmzZBrVZj7ty5SExMBAA89NBD\nCA0NhUqlwoEDB/DSSy/JbebOnYvvfe97OHz4MCZPntxvtoyI/IdC+OjHJAqFgp/wOOGHPwSSk4HV\nqz09Eu/xyitSMb1XX/X0SHyTr56Tvjpu8j0FBUB2NrB2LfDLX3p6NN7NV89LXx03kT9z9rxkZilA\nXb/Oqm+9BQdLx4WIyB3a2oCxY5lZIiLyJQyWApTTa5b8ENcsEZE7tbcDM2YwWCI/5Ks3sA8U/P04\nhcFSgGKw1BeDJSJyp7Y2Bkvkp2zdCJ68A38/TmGwFKAYLPXFYImI3Km9XSoZ/tVX0vdEfiMkRPpX\nrQb0es+Ohfri78cpDJYC1JBXw/MBrIZHRO7U1gZ885vAlCnMLpGfsXXLD/IO/P04hcFSgGJmqS9m\nlojIndrbpWDpzjsZLJGf8dAtP8hO/P04xelgqby8HCqVCjExMdi2bZvVfV588UVER0dj1qxZqKmp\nsavt73//e6hUKkyfPh1r1651dpjUC6vh9cVqeEPDHXPGH//4R0yfPh3Dhg3DsWPHLPraunUrYmJi\nEBcXhyNHjrjnRRHZoa0NGD2awRKR12NBBOpJOCk+Pl6UlZWJ+vp6ERsbK86fP2/xc6PRKObMmSNa\nWlpEYWGhyMjIGLDtiRMnxOzZs0Vtba0QQohz5871eV4XDD2gqVRCfPKJp0fhXQ4fFkKr9fQofJe9\n56Q75gyz2SxOnjwptFqt+OCDD+T9m5qaRGxsrDhz5owwGAwiISFh0OMmclZCghBHjwrx618L8aMf\neXo03s1Xz0tfHTf1kpIiBCB9ZWV5ejTkJGfPS6cyS62trQCA5ORkREVFITU1FUaj0WIfo9GI5cuX\nIzw8HCtXroTZbB6wbXFxMbKzsxETEwMAGD9+vDPDJCt4GV5fvAzP/dw1ZyiVStx11119ns9oNCIt\nLQ2RkZFISUmBEALtXFlPHsLMEpGPYEEE6mG4M40rKyuhVCrlx3FxcaioqEBGRoa8zWQy4ZFHHpEf\njx8/HqdPn0ZdXZ3NtiUlJbj77ruRmJiI+Ph4PPPMM4iLi+vz/OvXr5e/12q10Gq1zrycgMJgqS8G\nS44xGAwwGAwOtXHXnGGLyWSCSqWSH8fGxsJkMuGBBx6w2I9zCQ0FrlmybTDzCZHbFBZKl+Lp9Vzn\nQ84FS/YQQkDKgN2iUCis7tu9/dq1a7hw4QLef/99HDp0CE899RT+/ve/99m/5xsccgyr4fXFaniO\n6R1UbNiwwSX9OjJn2NNXb9b64lxCQ6G7Gl5ICFBfL13jM8g/bb/jrvmEaFC6CyIQwckCD2q12mLx\ndVVVFWbPnm2xj0ajQXV1tfz4/PnziI6ORmJiYp+2Go0GADB79mysWLECo0aNwoMPPoiamhpcvXrV\nmaFSL8ws9cXMkvu5es7o3ba33n3V1NRArVY7+zKIHNbZKX2NGiUFTCNHAufPe3pUREQ0EKeCpdDQ\nUABShar6+nqUlpbKAU83jUaDd955By0tLSgsLJQviQnrSmtaa3vfffehuLgYQggYjUZMnToVI0eO\ndGao1Aur4fXFanju5645o6ee2aSkpCSUlJSgoaEBBoMBQUFBGD16tLteHpFN7e3SeqXuTNKddwL/\n/Kdnx0RERANz+jK8zZs3IycnB52dnVizZg3GjRuH3bt3AwBycnKQlJSE+++/H4mJiQgPD8eePXv6\nbQsAmZmZOHjwIOLi4qBUKvHrX//a2WFSD0IwWLKGmaWh4Y45o6ioCGvWrEFzczMyMjKQkJCA4uJi\nREREIDc3F/PmzcOIESPk5yEaat3BUrfudUsDJEeJiMjDFMLaRf0+QKFQWF2PQAO7fh24/XbpkhC6\n5cIFYOpU4OJFT4/EN/nqOemr4ybfcuIEsHIl8Mkn0uO1a4HQUODf/s2z4/JWvnpe+uq4ifyZs+el\n0zelJd/D4g7WMbNERO7SO7MUHc2KeEREvoDBUgBicQfrWA2PiNyluxJeN65ZIiLyDQyWAhDXK1k3\nfLi0nuvGDU+PhIj8ja01S0RE5N0YLAUgZpasUyh4KR4RuUfvzFJkJNDYCHz9tefGREREA2OwFIAY\nLNnGYImI3KF3Zik4GIiIAD7/3HNjIiKigTFYCkAMlmxjsERE7tA7swRw3RIRkS9gsBSAWA3PNgZL\nROQOvTNLANctERH5AgZLAYiZJdtYEY+I3MFWZonBEtDe3o7MzExERkZiyZIluHz5stX9ysvLoVKp\nEBMTg23bttnVfuvWrYiJiUFcXByOHDkibzebzZg5cyaio6Oxbt06eXtnZyeys7MRFRUFrVaLs2fP\nAgA+/PBDfPvb38Y999yDhQsX4sCBA64+DETkpRgsBSBWw7MtOFg6PkRErtTWxsySLTt37kRkZCRO\nnTqFSZMmYdeuXVb3e/rpp7F7924cOnQI27dvR0tLS7/tz507hx07duDw4cPYuXMn1qxZI/f17LPP\nYu3ataisrERZWRmOHj0KACgqKkJrayvMZjPS0tLw8ssvAwBuv/12vPnmmzhx4gS2b99u0RcR+TcG\nSwGImSXbeBkeEblDe3vfzFJ0NNcsAYDJZEJ2djaCg4OxevVqGI3GPvu0trYCAJKTkxEVFYXU1FRU\nVFT0295oNCItLQ2RkZFISUmBEELOOp08eRIrVqzA2LFjsXTpUos2q1atQkhICHQ6nbw9JiYGU6dO\nBQBMmzYNwcHBqGOkSxQQhnt6ADT0GCzZxmCJiNyBmSXbKisroVQqAQBKpRImk6nffQAgLi4OFRUV\nyMjIsNneaDRCpVLJbWJjY2E0GhEVFYUJEyZY9LV3717k5+fDZDIhJycHABAeHo6mpiZcu3YNwT3+\n0zxy5AiGDRuGO++80+rrWb9+vfy9VquFVqt18IgQkTMMBgMMBoPL+mOwFIAYLNnGYImI3MFaZumO\nO4DWVuCrr4CQEM+Ma6gsWLBAXv/T08aNGyGEGFSfCoUCABxq392mJyGERV89++vdd2NjI7Kzs7Fn\nzx6bz9EzWCKiodf7Q4oNGzY41R8vwwtArIZnG4MlInIHa5mloCDp5rT19R4Z0pAqLS3FiRMn+nwt\nXrwYarUaZrMZgFR4Qa1W92mvVqtRU1MjP66qqoJGo5F/Zq29RqNBdXW13KampgZqtRrTpk1DU1OT\nvL26ulruq2ebCxcuICIiQs4qtbW14cEHH8Qrr7xidYxE5J8YLAUgZpZsYzU8InIHa5klgOuWAClA\nKSgoQEdHBwoKCjB79uw++4SGhgKQKuLV19ejtLTUIsCx1j4pKQklJSVoaGiAwWBAUFAQRndFrEql\nEvv27UNzczOKioos+tqzZw+uXLkCvV4v93X9+nU89NBD+OEPf4ilS5e6/ZgQkfdgsBSAWA3PNlbD\nIyJ3sJZZArhuCQByc3PR0NCA2NhYNDY24sknnwQAfPHFF8jIyJD327x5M3JycjB//nzk5eVh3Lhx\n/baPiIhAbm4u5s2bh7y8PGzZskXu6/XXX8emTZugVqsxd+5cJCYmAgAeeughhIaGQqVS4cCBA3jp\npZcAAPv378f777+P3//+90hISEBCQgI+/vjjITk+RORZCjHYi4U9TKFQDPo650D3q18BjY3Ar3/t\n6ZF4n3/9V2DRImDVKk+PxPf46jnpq+Mm33H9urQmqbMT6L1k5rXXgC+/5Hzcm6+el7467oCl0wG1\ntdIJWlgIhIW5dn/yCs6el8wsBSBehmcb1ywRkau1t0tZJSu1BZhZIvKk2lqgrAwoLpYCIVfvT36B\n1fACUOrbOoy7UAt8xE9GZF2fFj3zzxBUxBUC4DEhItewtV4J4Jol8nPenonpLkOpVgN6vev3H2re\nfrx9FDNLASi8uRZTzvCTEQtdnxbd/Vkx5u7hMSEi17G1Xgm4lVnilVvkl7w9E1NYCGRlAQcP2hdY\nOLr/UPP24+2jGCwFoKvDvPyTEU/o+rTos39R42+ZPCZE5Dr9ZZbGjJFKiF+4MLRjIhoS3p6JCQsD\n9u+3P/BxdP+h5u3H20cxWApABQ8U4lSCF38y4gldnxb916qDaB/GY0JErtNfZgnguiXyY96eifE3\nPN5uwWApAF1CGAy5XvzJiCd0fVokQsNY4IGIXKq/zBLAdUvkx7w9E+NveLzdgsFSAGI1PNtYDY+I\nXI2ZJSIi38VgKQAxWLKNwRIRudpAmaU77wROnx668RARkf0YLAWga9eAESM8PQrvxGCJiFxtoMzS\nzJmAyTR04yEiIvsxWApAzCzZNmIEgyUicq2BMkuzZkmZpUuXhm5MRERkHwZLAej6dQZLtgQHS8eH\niMhV2tr6D5ZGjJAq/f7v/w7dmIiIyD4MlgIQM0u28TI8InK19nZg3ls6QKsF0tOtppCSk4Hy8qEf\nGxER9Y/BUgBisGQbgyUicrW2NiD8fC1QVgYUFwM6XZ995s4F3n/fA4MjIqJ+MVgKQAyWbGOwRESu\n1t4O4PYQ6YFaDej1ffaZPRv48EOgo2Nox0ZERP1jsBSAWA3PNgZLRORqbW1A46ZCICsLOHjQ6g0j\nb78duPdewGj0wACJiMgmBksBiJkl21gNj4hcra0NCJkYBuzfbzVQ6jZ3LtctERF5GwZLAYjV8Gxj\nNTwicrWBSod3S07muiUiIm/DYCkAMbNkGy/DIyJXG+imtN3mzAEqKoDOTvePiYiI7MNgKQAxWLKN\nwRIRudK1a8DNm8DIkQPvO2YMEB0NHD/u/nEREZF9GCwFIBZ4sI3BEhG5Unu7lFVSKOzbn+uWiIi8\nC4OlAHPjhvR1222eHol3YrBERK5k73qlbly3RETkXRgsBZju4g72fsoZaEaMYIEHInIde9crdZs7\nFzhyRLp0j4iIPM/pYKm8vBwqlQoxMTHYtm2b1X1efPFFREdHY9asWaipqbG77a9+9SsEBQXhwoUL\nzg6TunC9Uv+YWXI/d8wZ7e3tyMzMRGRkJJYsWYLLly8DAOrr6zFq1CgkJCQgISEBeXl57n1xRL04\nmlm64w4gPByornbfmLyNrfO3N0fPfwDYunUrYmJiEBcXhyNHjsjbzWYzZs6ciejoaKxbt07e3tnZ\niezsbERFRUGr1eLs2bMAgDNnzmDWrFmIj4/H3LlzsWfPHlcfBiLyVsJJ8fHxoqysTNTX14vY2Fhx\n/vx5i58bjUYxZ84c0dLSIgoLC0VGRoZdbRsaGsTChQvFlClTREtLS5/ndcHQA9LZs0KMH+/pUXiv\nGzeEAIS4edPTI/E99p6TrpwzmpubhRBCvPrqq+Kpp54SV69eFfn5+eK1114TQghRV1cn7r77bpeM\nm8huTzwhREqKEIsWiZK3LoqFC+3bV1y8KIQQ4rHHhNi+fSgG6h2snb/WzktHz/+mpiYRGxsrzpw5\nIwwGg0hISJD7WrRokdi3b59obm4Wc+bMEZWVlUIIId566y2xbNkyceXKFfHKK6+I/Px8IYQQ169f\nF9evXxdCCHHhwgUxZcoU0dra2meMnE+IvI+z56VTmaXW1lYAQHJyMqKiopCamgpjr9uPG41GLF++\nHOHh4Vi5ciXMZrNdbZ955hls2rTJmeGRFcws9S8oSFrPxUvx3MPVc0ZFRQUAwGQyITs7G8HBwVi9\nenWfPomGVG0tUFYGFBdD+Rtd/5mlHvtCpwMQeOuW7Dl/B3P+G41GpKWlITIyEikpKRBCyFmnkydP\nYsWKFRg7diyWLl1q0WbVqlUICQmBTqeTt9922224rWuxb1tbG27evIlg/mdKFBCGO9O4srISSqVS\nfhwXF4eKigpkZGTI20wmEx555BH58fjx43H69GnU1dXZbPuXv/wFkyZNwr333tvv869fv17+XqvV\nQqvVOvNyAgIr4Q2s+1I8/j/YP4PBAIPB4FAbd80ZPftVKpUwmUzyfnV1dYiPj4dGo0FeXh5mzJjR\nZ1ycS8ilQkKkf9VqvPewHqM/tm9f6PUApHVL69YBQgTG+tLKykqcO3cO69evR2dnJ0pLS63u4+j5\nbzQaoVKp5DaxsbEwGo2IiorChAkTLPrau3cv8vPzYTKZkJOTAwAIDw9HU1MTrl27huDgYHz++edY\nuHAhampqUFRUZDNY4nxC5FmDeX/SH6eCJXsIISBlwG5R2Jj9FQoFOjo68Itf/MJisuzdvlvPCYns\nwyBgYFy3ZJ/ebwI2bNjgkn4dnTO621gzceJEfPbZZxgzZgyKi4vxyCOP4OOP+75z5VxCLlVYKGWJ\n9Hq0FIT1n1nqsS/CwgBI91oCgLq6W9/7ugULFsjrf3rauHEjhBBITk5GamoqvvrqK+zZs0fOJPVn\noPO/vzZYD/JbAAAgAElEQVQ9CSEs+urZX8/vJ02ahKqqKlRVVWH+/Pm47777MH78+D79cT4h8ixX\nvz9x6jI8tVptsfi6qqoKs2fPtthHo9GgusdK1fPnzyM6OhqJiYl92mo0Gpw+fRr19fWYMWMG7rzz\nTnz++eeYNWsWzp0758xQqUt3NTyyjRXx3Mcdc0Z3v92X65nNZqjVagDAiBEjMGbMGADAokWLMHz4\ncHz66afueXFE3cLCgP37gbCwgavh9di3m0Lhf/dbKi0txYkTJ/p8LV682Ob525O1uWOg87/3XFJT\nUwO1Wo1p06ahqalJ3l5dXS331bPNhQsXEBER0SeDNH36dMyZMwfHjh1z+rgQkfdzKlgKDQ0FIFWo\nqa+vR2lpqTzhdNNoNHjnnXfQ0tKCwsJCOSUe1vUfQ++2d999N5qamlBXV4e6ujpMmjQJx44ds0iZ\n0+AxszQwZpbcxx1zRnebgoICdHR0oKCgQA7AmpubcePGDQDAsWPH0NHRgWnTpg3JayUCHK+G1y2Q\n1i3ZOn976m/usNU+KSkJJSUlaGhogMFgQFBQEEZ3Ra5KpRL79u1Dc3MzioqKLPras2cPrly5Ar1e\nL/fV2NiIjo4OAMDnn3+ODz/8kJfXEQUKp8pDCCEMBoNQKpVi6tSpYsuWLUIIIXbt2iV27dol77N2\n7VoxZcoUMXPmTFFdXd1v297uvPNOVsNzoffeEyI52dOj8G6xsUL0+DMlO9l7TrpjzmhraxOLFy8W\nkydPFpmZmaK9vV0IIcQ777wjpk+fLmbMmCGWLVsmysrKBj1uosF4/HEhevxp2+3jj4WYNs314/FG\n1s5fAKKxsVGkp6fL+zl6/gshxObNm8XUqVOFSqUS5eXl8vaqqiqRkJAgpkyZIl544QV5+/Xr18Vj\njz0mJk+eLFJSUsSXX34phBCitLRU3HvvvWLGjBniwQcfFP/93/9t9bVwPiHyPs6el4quTnyOQqFw\n6DplkpSUAL/6FXDwoKdH4r1mzADeeAOIj/f0SHyLr56Tvjpu8g0PPwxkZgIrVzrW7uZNYPx44JNP\npHsvBRpfPS99ddxE/szZ89Lpm9KSb2E1vIHxMjwicpUB1yzZEBQE3H8/8Pe/u35MRERkPwZLAYZr\nlgbGYImIXGWwa5YAKRv1n//p2vEQEZFjGCwFGFbDGxir4RGRqww2swQAS5cCZjPQo6AbERENMQZL\nAYaZpYExs0REruJMZmnECODxx4GdO107JiIish+DpQDDYGlgDJaIyFWcySwBQE4OsHevFHQR+Q2d\nDtBqgfR04NIlT4/G9/D4DSkGSwGGwdLAGCwRkasMOrPU9WZoki4dGXMuYe9elw+NyHNqa4GyMqC4\nWPpbJ8fw+A0pBksBhtXwBsZgiYhc4do1qQT4oD6g6vFm6PV2HbZvB1iRmvxGSIj0r1oN6PWeHYsv\n4vEbUgyWAgwzSwNjsERErtCdVVIoBtG4x5uhCUV6dHYCR464dHhEnlNYCGRlSTd9DAvz9Gh8D4/f\nkGKwFGBYDW9grIZHRK7Q1jb44g493wwpxoQhLw/Yvt2lwyPynLAwYP9+vtEfLB6/IcVgKcAwszQw\nZpaIyBWcKu7Q683Qo48CJSXA2bOuGx8REQ2MwVKAYbA0MAZLROQKzpQN7y00FPje94Df/tY1/RER\nkX0YLAUYBksDY7BERK7gbNnw3vLygN27ga+/dl2fRETUPwZLAYbV8AbGYImIXMGVmSUAmDEDmDIF\nePdd1/VJRET9Y7AUYJhZGhiDJSJyBVdnlgAgP5+FHoiIhhKDpQDDangDYzU8InIFV2eWAGDZMqCm\nBvjHP1zbL5HHdd2IGenpwKVLnh6Nd+Ax8QoMlgIMM0sDY2aJiFzBHZmlEU/p8OEYLTpT03GlkW+e\nyI/0uBEzdDpPj8Y78Jh4BQZLAYbB0sAYLBGRK7gjs4TaWoyvKoP2q2LUpPDNE/mRHjdihl7v2bF4\nCx4Tr8BgKcCwwMPAGCwRkSu4I7PU/ebp6wQ1ftChR2mpi/sn8pQeN2LmzVa78Jh4BQZLAYaZpYEx\nWCIiV3BLZqnrzdPwvx/Eb34fhuxsLmUgP9HrRswEHhMvwWApwLDAw8CCg1nggYic55bMUo83T6mp\nwHe/Czz9tIufg4iIZAyWAgwzSwMbMYKZJSJynlsyS7289ppUGe/Pf3bv8xARBSoGSwGGwdLAeBke\nEbmCWzJLvdx+O/DGG0BuLnD+vHufi4goEDFYCjAMlgbGYImIXGEoMksAMOcNHY7cpsWZu9PxdbPv\nLWBqb29HZmYmIiMjsWTJEly+fNnqfuXl5VCpVIiJicG2bdvsar9161bExMQgLi4OR44ckbebzWbM\nnDkT0dHRWLdunby9s7MT2dnZiIqKglarxdmzZy3G0NbWhkmTJuFHP/qRq14+EXk5BksBhtXwBsZg\niYhcYSgySwCA2lpM/awMieeKUTFDh6tXh+A5XWjnzp2IjIzEqVOnMGnSJOzatcvqfk8//TR2796N\nQ4cOYfv27Whpaem3/blz57Bjxw4cPnwYO3fuxJo1a+S+nn32WaxduxaVlZUoKyvD0aNHAQBFRUVo\nbW2F2WxGWloaXn75ZYsx/PSnP0VKSoo7DgMReSkGSwGGmaWBMVgiImcJMXSZpe5y4jdnqfE7tR4Z\nGdJz+wqTyYTs7GwEBwdj9erVMBqNffZpbW0FACQnJyMqKgqpqamoqKjot73RaERaWhoiIyORkpIC\nIYScdTp58iRWrFiBsWPHYunSpRZtVq1ahZCQEOh0OouxfPDBBzh37hxSU1PdejyIyLsM9/QAaGix\nGt7AWA2PiOyi0wG1tVKwUlhoUd63+wOXIZlvCwsBnQ5Bej3+c3QYnnwSmD8f+NvfgLFjh+D5nVRZ\nWQmlUgkAUCqVMJlM/e4DAHFxcaioqEBGRobN9kajESqVSm4TGxsLo9GIqKgoTJgwwaKvvXv3Ij8/\nHyaTCTk5OQCA8PBwNDU14dq1a7jtttvw3HPPYe/evSgd4OZW69evl7/XarXQarWOHRAicorBYIDB\nYHBZfwyWAogQDJbswWp4RGSX2lqgrEz6XqeTSnp3GbKsEnCrnDiAYQD0emDtWiAlRbqX5cSJQzSO\nfixYsKDP+h8A2LhxI4QQg+pToVAAgEPtu9v0JISw6Ktnf92Pd+zYgfT0dEycOHHA5+sZLBHR0Ov9\nIcWGDRuc6o/BUgDp7ASGDQOCePFlv3gZHhHZpevyN6jVUoTSw5CtV7JCoQBefRVYadChYWotQpNC\ncPtfCj16Y8v+sjFvvPEGzGYzEhISYDaboVar0dDQYLGPWq3G888/Lz+uqqpCWlqa/LPe7QFAo9Hg\n0KFDcpuamhqo1WqMHj0aTU1N8vbq6mpoNBq5TXV1NWJjY3HhwgVERERg5MiRqKiowPvvv48dO3bg\n8uXLuH79OkaPHo1f/OIXzh8cIvJqfNscQLheyT4MlojILoWFQFaWlL7pFYgMaWbJCoUCSAipxeyr\nZbi9vBgntTp8/bXnxtMfjUaDgoICdHR0oKCgALNnz+6zT2hoKACpIl59fT1KS0stAhxr7ZOSklBS\nUoKGhgYYDAYEBQVhdFcEq1QqsW/fPjQ3N6OoqMiirz179uDKlSvQ6/VyX3v27MGZM2dQV1eH119/\nHT/4wQ8YKBEFCAZLAYSV8OzDYImI7NJ9+ZuVjI0nM0uyrszX1XvUWBumR2Ii0FUTwavk5uaioaEB\nsbGxaGxsxJNPPgkA+OKLL5CRkSHvt3nzZuTk5GD+/PnIy8vDuHHj+m0fERGB3NxczJs3D3l5ediy\nZYvc1+uvv45NmzZBrVZj7ty5SExMBAA89NBDCA0NhUqlwoEDB/DSSy9ZHbO1y/nIi+l0gFYLpKcD\nl1xcXt+dfZNXUIjBXizsYQqFYtDXOQeqxkYgMRH48ktPj8T7DRsmBUzDeaGq3Xz1nPTVcZN3++tf\nge3bpSILHnPpkvRGTq+HCA3DW28BzzwDvBWqw+yxtbjtm30LU3gLXz0vfXXcfk+rvbW+MCvLYn2h\nV/dNLuHsecnMUgBhcQf7sSIeETnDKzJLPTJfCgXw8MNAdTXwL221uO0fZUBxMa7/UOfhQRINgX7W\nF3p13+QVGCwFEK5Zsh8r4hGRM9raPLtmyZawMCBmhvTm7nS4GjEGPZ54AvjoI/ByIvJf/awv9Oq+\nySswWAogDJbsx3VLROSM9nYvyCzZ0vXmburpgzCdDMOUKUBGBnB8f1cp9OJiKXAi8hf9rC/06r7J\nKzBYCiAMluzHYImIZIPIuHhrZgmAxZu7iAhg3Tqgvh64I1rKOH0QpMayFj22bQPaHma2iYgCG4Ol\nAMJqePZjsEREslrHMy5enVmyYvhw4F/+LmWcptUdxMrcMBw7Bpz4063X/lm6DmfOSDc45yV7RBQo\nWOsrgDCzZD8GS0QBSKeTAqOQXlXiBrGA26szS7Z0ZZxCASyPBJYvB8TZEOAA8MW3pPLjf9dIwdKh\nG7W4p0WqANb+fR1Gvbtfqh5q6xgSEfkopzNL5eXlUKlUiImJwbZt26zu8+KLLyI6OhqzZs1CTU3N\ngG2ff/55qFQqzJw5Ez/+8Y/R0dHh7DAJrIbnCFbDcx93zBnt7e3IzMxEZGQklixZgsuXL8s/27p1\nK2JiYhAXF4cjR46474WRb7GWGbGVQRrEAm5P35TWVRT/v/TaJ35yEIV/C8OXXwJHjwLjI6UA8uQ3\n1ZjziR6jRwPTpwOfFN06hmcX61BTA1y5AuvHm9kpIvIFwknx8fGirKxM1NfXi9jYWHH+/HmLnxuN\nRjFnzhzR0tIiCgsLRUZGhs22zc3NQgghDh48KG7cuCFu3LghHn/8cfG73/2uz/O6YOgB509/EiIz\n09Oj8A2zZwvxj394ehS+xd5z0h1zxquvviqeeuopcfXqVZGfny9ee+01IYQQTU1NIjY2Vpw5c0YY\nDAaRkJAw6HGTj3riCSFSUoRYtEiIixdvbU9JEUJKkgiRlSVtW7RIeqxWW+47CAsXCvHXvzrVhXe7\neFE6bl3H6coVIT78UIjGeOkYnh6nFouTL4qYGCFGjhTi/eEp8vGuiMwSzz0nxJnoW9ua52WJkyeF\nOHdOiBvZT/jseemr4ybyZ86el05lllpbWwEAycnJiIqKQmpqKoxGo8U+RqMRy5cvR3h4OFauXAmz\n2WyzbUXXrcUXLFiAoKAgBAUFYeHChSjrvtkXOYWX4dmPl+G5h7vmDJPJhOzsbAQHB2P16tVyn0aj\nEWlpaYiMjERKSgqEEGhvbx+ql0tDyVaWwla2yNqldS4sAewvmSWbelUACwkBZswAJr4nHcPoUwfx\nl7Iw1NYCX30FqFOk430pRo3Ta/UYNw64fPNWdirroh4ZGYBKBbz/n7Uee1lERL05tWapsrISSqVS\nfhwXF4eKigpkZGTI20wmEx555BH58fjx43H69GnU1dUN2BYAfvvb3+Lxxx+3+vzr16+Xv9dqtdBq\ntc68HL/HYMl+DJYGZjAYYDAYHGrjrjmjZ79KpRImkwmAFCypVCq5TWxsLEwmEx544AGLcXEucU5j\nI3D27NA8V+RGHUY21OJmcAjqNhbixmjpzfpdx2ox+gPpg7ULWTrU/XI/AGBaZwhCAVyJU+NUnh43\nPpD6GfaTQkR26tCwTo8bp7sDozBg7X7gtPPjPHfOtwo8uEx3ENWDQgEEv10I6HQI0+vx/e5ANEfa\nFqvX4//78EN5PnlvbyPw6RCPm4jIBrcXeBBCQMqA3aJQKOxq+7Of/QyjR49GVlaW1Z/3fINDA2M1\nPPsxWBpY76Biw4YNLunXkTmje3vv/ftjra/1JpPlYnQuUnfIQw9JmZTuZI2rrDujQ+S1WlwNCsG6\nKYW4PDwMu2trkXhZCorOPaTDi9HSG/Mtn4bgfgCfhKiRf06Py11JpG98XYh1YTpsHK7H5Wd7/h7D\nAOwHnnXtmLuNGwdMnuyevn2SlSCq5zaL+eTHP8aGMWOGdnxERDY4FSyp1Wo8//zz8uOqqiqkpaVZ\n7KPRaFBdXY2FCxcCAM6fP4/o6GiEh4f32/YPf/gDSkpKcPjwYWeGSD0ws2Q/Bkvu4a45Q61Ww2w2\nIyEhAWazGWq1Wu7r0KFDcpuamhr5ZxaKi3Fqng6Vz+1HeDjw7Q9q8c1j0htyodNB0f0mz1YQFeDB\n1cWLwN/+BsTEuLhjbdcldADKYnXSG+v0EKAYgFqN1IN6pHYf6ktSluJuvR5lYX2DolQXD43cKMDO\nHyLybk6tWQoNDQUgVaiqr69HaWkpNBqNxT4ajQbvvPMOWlpaUFhYKF8SE9Y1GVpre+DAAbz22mt4\n9913MXLkSGeGSD2wGp79WA3PPdw1Z2g0GhQUFKCjowMFBQWYPXs2ACApKQklJSVoaGiAwWBAUFAQ\nRlu5NuqzO9TYGa/Hu+8Cv/kNcOJ01805h6kxoUiPb30LSEgAPnr71vqXT+fp8D//A3z0EdBZbWVd\nTABV+mprc/KSM1vHypF1Rb3W0BAREbmEsxUmDAaDUCqVYurUqWLLli1CCCF27doldu3aJe+zdu1a\nMWXKFDFz5kxRXV3db1shhJg2bZqIjIwU8fHxIj4+XuTm5vZ5XhcMPeBs3CjECy94ehS+4bHHhLBS\nhJH6Ye856Y45o62tTSxevFhMnjxZZGZmivb2dvlnmzdvFlOnThUqlUqUl5dbH3fvymc9Kn1dvSrE\nZ58JcfSoEE2JUqWvxm+pxdOPXhRpaUJMny7EgWHS9hMhavH48oviZz8ToikupW+1NT81apRUDW3Q\nrFWmE6JPxTUKHL76f7yvjpvInzl7Xiq6OvE5CoXCoXUKBPz7v0sLbbnUa2C5ucA99wB5eZ4eie/w\n1XPSoXFfuiRlQfR6ywzGpUu4/kMdPn5Kj6rGMJw8CSwrSMespmIcVajxzN0HMX1OGJKSgMy/6TDm\nfC0UfnLJ3tdfAyNHAp2d0vzSL1uXK6anS1k5tdollejI9wXEfEJEQ8LZ89LtBR7Ie1y7BnRdBUUD\n4JolssraIvWu7SP+vB+JABK7t/2kaw3NVj021YfBZAIOHwbi/loLTYe0DufUPB2Gv7Mfd94Jn133\n1N4uXYJnV92e2ltrkKDT3TqWhYXWg1AiIiIPY7AUQFgNz34MlshpXYHVSACz/wXoWkYlFyi4MFWN\n3yj1eFsDjB8PvNtei6mfWQkkvJxD65WsrUECbAehREREHuZUgQfyLSzwYD8WeCC36SpQEH70IHYU\nhuHsWaCgALgxQgokPgpWY9s9ely40LW/lxeKcOjmqy686SsREdFQYLAUQFg63H7MLJHb9KraFhQE\naDTAXUcLIbKy0Pk/B2GqDcPUqUB2NtB+zEqlPS/iUGaJFeuIiMjHMFgKIAyW7DdiBIMlGmJhYVDs\n34/E+WF4803g5Elg6lSg8hMp43RZ1evSNS/hUGaJiIjIxzBYCiAMluzHzBJ52oQJwL/9G5D8eSHq\n1FmY1XIQ+evCvO5KPKfvsUREROTFGCwFEBZ4sB+DJfIWw8eF4U7TfvyfOQxffw3ExQGfztNBeMk6\nJmaWiIjInzFYCiDMLNmPwRJ5m/BwYPdu4J13gIumWii8ZB2T1cySlxelIO/S3t6OzMxMREZGYsmS\nJbh8+bLV/crLy6FSqRATE4Nt27bZ1X7r1q2IiYlBXFwcjhw5Im83m82YOXMmoqOjsW7dOnl7Z2cn\nsrOzERUVBa1Wi7Nnz8o/GzZsGBISEpCQkIAlS5a48hAQkRdjsBRAWA3PfqyGR97qvvuAWfdL65iO\nD1fj/x7z7DqmtjYrmaVa7y5KQd5l586diIyMxKlTpzBp0iTs2rXL6n5PP/00du/ejUOHDmH79u1o\naWnpt/25c+ewY8cOHD58GDt37sSaNWvkvp599lmsXbsWlZWVKCsrw9GjRwEARUVFaG1thdlsRlpa\nGl5++WW5TUhICI4fP47jx4/jz3/+s7sOBxF5GQZLAYSZJfsxs0TeLGifVIL70v6DWPyDMBQXe24s\n3TeltWDrfkpEVphMJmRnZyM4OBirV6+G0Wjss09raysAIDk5GVFRUUhNTUVFRUW/7Y1GI9LS0hAZ\nGYmUlBQIIeSs08mTJ7FixQqMHTsWS5cutWizatUqhISEQKfTWR0LEQUW3pQ2gDBYsh+r4ZFX6yrB\n/R0A7/4LsGQJsHUrsOKwTsrqhIRI9zQaghLdbW1S1T4LhYVSRkmvZ5lwGlBlZSWUSiUAQKlUwmQy\n9bsPAMTFxaGiogIZGRk22xuNRqhUKrlNbGwsjEYjoqKiMGHCBIu+9u7di/z8fJhMJuTk5AAAwsPD\n0dTUhGvXriE4OBhXr15FQkIC4uLikJOTg+TkZKuvZ/369fL3Wq0WWq12cAeGiAbFYDDAYDC4rD8G\nSwGEwZL9mFkiX3HffcChQ0BaGjD3G7WYWFsm/UCnk+5p5GZWCzx030+JqMuCBQss1v9027hxI4QQ\ng+pToVAAgEPtu9v0JISw6Ktnfz2/b2howB133IHKykosX74cp06dwggrVZN6BktENPR6f0ixYcMG\np/rjZXgBhNXw7MdgiXzJPfdIS4ROfjb0l7+xdDjZo7S0FCdOnOjztXjxYqjVapjNZgBS4QW1Wt2n\nvVqtRk1Njfy4qqoKGo1G/pm19hqNBtXV1XKbmpoaqNVqTJs2DU1NTfL26upqua+ebS5cuICIiAgE\nd33KeMcdd8jPN2vWLJSXl7vm4BCRV2OwFECYWbIfgyXyNdOmAbFHC3FgdBa2PXhwyC5/Y+lwcpZG\no0FBQQE6OjpQUFCA2bNn99knNDQUgFQRr76+HqWlpRYBjrX2SUlJKCkpQUNDAwwGA4KCgjC6K7JX\nKpXYt28fmpubUVRUZNHXnj17cOXKFej1ermvS5cu4VrXfwpnzpzB8ePHMWfOHPceGCLyCgyWAgir\n4dmP1fDIF02MC8P0qv34+bYwfPTR0DwnM0vkrNzcXDQ0NCA2NhaNjY148sknAQBffPEFMjIy5P02\nb96MnJwczJ8/H3l5eRg3bly/7SMiIpCbm4t58+YhLy8PW7Zskft6/fXXsWnTJqjVasydOxeJiYkA\ngIceegihoaFQqVQ4cOAAXnrpJQC3Mlbx8fHIy8vDb37zG4waNWpIjg8ReZZCDPZiYQ9TKBSDvs45\nUIWHA6dOAWPHenok3s9sBpYulf4l+/jqOemr4+7PG28Av/41YDK5/wOSadOAAwekf4lcxVfPS18d\nN5E/c/a8ZGYpgPAyPPuxGh75sh/8AJgyBXByTatdmFkiIiJ/xmp4AYTBkv24Zol8mUIh1XeYMQN4\n8EHgvt+7r6Q41ywREZE/Y2YpQNy4IX0NZ3hsFwZL5OsiIoDt24FHHwVu1NRK5fKKi6WS4i7S2Sl9\njRzpsi6JiIi8CoOlANGdVbJyiwmygsES+YNly4CkJKCmwT0lxbuzSpxXiIjIXzFYChCshOcYVsMj\nf7FtG/C9zkI0pWQBB11bUpzrlYiIyN8xWAoQXK/kmBEjpGCJRY3I140ZA/zqP8OQVLcfbUGuvfcS\n1ysREZG/Y7AUIBgsOUahAG67jdkl8g9pacC3vw387neu7ZeZJSIi8ncMlgIEgyXHcd0S+ZM1a4Cd\nO4GbN13XJzNLRETk7xgsBYhr16RLy8h+DJbIn8yeDXzjG0Bpqev6ZGaJiIj8HYOlAMHMkuMYLJE/\nUSiA/HypnLirMLNERET+jsFSgGA1PMexIh75m5UrgX/8A6ivd01/zCwREZG/Y7AUIJhZchwzS+Rv\nbr8d+MEPgN27Id2cVqsF0tOBS5cG1R8zS0RE5O8YLAUIBkuOGzGCwRL5n9xcoKAAuHmyFigrA4qL\npcBpEJhZIiIif8dgKUAwWHIcM0vkj+66C5gxA/jyUoi0Qa0G9PpB9cXMEhER+TsGSwGC1fAcx2CJ\n/FVeHvBYcCGQlQUcPAiEDe5mtcwsERGRv2OwFCCYWXIcgyXyV9/9LlBzNgzHX9w/6EAJYGaJiIj8\nH4OlAMFqeI5jNTzyV8OHAzk5wI4dzvXDzBIREfk7BksBgpklxzGzRP7s8ceBt98GLl4cfB/MLBER\nkb9jsBQgGCw5jtXwyJ9FRACLFgF/+MPg+2hrY7BERET+jcFSgGCBB8cxs0T+Lj8f2LkTEGJw7dvb\neRkeERH5NwZLAYKZJccxWCJ/9+1vA1euAP/85+DaM7NERET+jsFSgGCBB8exwAP5O4UCmDsXKC93\nvO3168CNG5xXiIjIvzkdLJWXl0OlUiEmJgbbtm2zus+LL76I6OhozJo1CzU1NQO2bW9vR2ZmJiIj\nI7FkyRJcvnzZ2WEGPGaWHMfMkmvZe14PZl7YunUrYmJiEBcXhyNHjsjbtVotlEolEhISkJCQgObm\nZve9QB+VnAy8/77j7bqLOygUrh8TBRZPzA1msxkzZ85EdHQ01q1bJ2/v7OxEdnY2oqKioNVqcfbs\nWfln586dw+LFi3HXXXdh+vTpOHPmjCsPAxF5KaeDpaeffhq7d+/GoUOHsH379j5vRkwmE95//30c\nPXoUzz33HJ577jmbbVtaWgAAO3fuRGRkJE6dOoVJkyZh165dzg4z4DFYchwLPLiWvee1o/PCuXPn\nsGPHDhw+fBg7d+7EmjVr5L4UCgUKCwtx/PhxHD9+HOPGjXP/C/UxycmDyyyxbDi5iifmhmeffRZr\n165FZWUlysrKcPToUQBAUVERWltbYTabkZaWhpdfflluk5eXh0WLFsFsNqOyshITJkxw1yEhIi/i\nVLDU2toKAEhOTkZUVBRSU1NhNBot9jEajVi+fDnCw8OxcuVKmM1mm20rKioASAFWdnY2goODsXr1\n6j59kuMYLDmOmSXXsue8Hsy8YDQakZaWhsjISKSkpEAIYfHJshhs9YIAERcnlQ//4gvH2rFsOLmK\nJ+aGkydPYsWKFRg7diyWLl1q0WbVqlUICQmBTqeTt3/99deorq5Gbm4uhg0bhpCQEIwaNcrtx4aI\nPLJvBFoAACAASURBVG+4M40rKyuhVCrlx3FxcaioqEBGRoa8zWQy4ZFHHpEfjx8/HqdPn0ZdXZ3N\ntj37VSqVMJlMVp9//fr18vdarRZardaZl+PXWA3PccHBzt2Dxt8ZDAYYDAa797fnvO5vTrHV3mg0\nQqVSyW1iY2NhNBrxwAMPAAAeffRR3HHHHVi1ahUeffRRq2ML5LkkKAi4/37pUrwVKwDodEBtLRAS\nAhQWAmFhVtvJmSU79yeypbKyEufOncP69evR2dmJ0tJSq/u4am6IioqyyArFxcVh7969yM/Ph8lk\nQk5ODgAgPDwcTU1NuHbtGiorKzF27Fg89NBDaG5uxsqVK5GXl2f19QTyfELkDRx9fzIQp4Ilewgh\n+nyyq7BxkXv3dns/Ce45IVH/mFlyHDNL/ev9JmDDhg1YsGCBxTX+3TZu3DjoDI+j80LPNnv37sXE\niRNx5swZZGVlYfr06UhMTOyzf6DPJXPn9giWamuBsjLpBzodsH+/1TZyZsnO/SmwDTQ3JCcnIzU1\nFV999RX27NkjZ5L648zc0JMQwqKvnv11f3/16lUYjUZUVFQgOjoay5cvx913343k5OQ+/QX6fELk\nadbenzjDqcvw1Gq1RcGGqqoqzJ4922IfjUaD6upq+fH58+cRHR2NxMTEPm01Go3cb/flemazGWq1\n2voA0tOBS5ek73U6QKu13EYyVsNzHKvh2WDtXNPpAAClpaU4ceJEn6/FixfbdV5bm1MGmhd6zzE1\nNTXyzyZOnAgAiIqKwqpVq1BUVOTCA+E/LNYthYRI/6rVgF5vs42cWbJzfwps3jQ3TJs2DU1NTfL2\n6upqua+ebS5cuICIiAgEBwcjKSkJCQkJmDlzJsLCwrBs2TIUFxe78hARkZdyKlgKDQ0FIFWoqa+v\nR2lpqTzhdNNoNHjnnXfQ0tKCwsJCOSUe1nWphrW2Go0GBQUF6OjoQEFBQZ8ATFZcjHKlDo88Anxa\n3PXpZnExvnhQh+PHgbNngZtP2AiiAiy4YmbJcQGTWbJ1LvTY/nXzJXzxBfDBB0Dz/906146rdfj+\n94GP3q4d8GnsOa/7m1NstU9KSkJJSQkaGhpgMBgQFBSE0aNH48aNG3LBmba2NhQVFSE9Pd25Y+Wn\nEhKAujrgwgVIl9JlZQEHD/Z7SZ2cWbJzfyJbhnpuAKTL9fbt24fm5mYUFRVZ9LVnzx5cuXIFer1e\n7uub3/wmbt68iYaGBly/fh0lJSWYP3++248NEXkB4SSDwSCUSqWYOnWq2LJlixBCiF27doldu3bJ\n+6xdu1ZMmTJFzJw5U1RXV/fbVggh2traxOLFi8XkyZNFZmamaG9v7/O8AMTlOLU4uP+ieOMNIU4r\nFwkBiNPj1GLZAxfFvfcKMX68EAZFihDSDerF/07OEmvXCrFjhxDN99zaLrKybnX8xBNCpKQIsWiR\nEBcvOnt4vMb8+UKUlHh6FL7lv/5LiH/9V0+PwoVs/W2npMjnQuP9WeI//kOI554T4pPxt7bvV2SJ\niAgh4uOFMI2XzrWGO9Ri+8aL4s03hTinXiQGmk5sndeNjY0iPT1d3m8w88LmzZvF1KlThUqlEuXl\n5UIIIS5fvixmzZol7r33XnH//feLV1991eq4XDAN+oX584V491379//Vr4T48Y/dNx4KHNbObQBu\nmxuEEKKqqkokJCSIKVOmiBdeeEHefv36dfHYY4+JyZMni5SUFPHll1/KP/vHP/4h7r33XjFr1iyx\nfv16cfPmzT6vhfMJkfdx9rxUdHXicxQKBcTFi7c+ybx0SfokXK+3+HTzZlo6gkqK0a5U48AzB3Hq\nfBjq64HH/5SOpJZiHFWooZtyEN+aHgalEnjmv7W442TX9fdZWdL1936wgDk5Gfj5z4GUFE+PxHfs\n3w/88Y/Sl8+x9jer1cprS07PysL25P0wm4GflKXjOx3F+DhYjZ/dfxDjY8IwZQrwyL50TPywGNdn\nqKEoPYjbxvdzrl26BMWYMT5ZeU6hUPjkuF3tZz8DLl8GNm2yb/8NG4CbN6V/iVzNV89LXx03kT9z\n9rx0e4EHt+oZtISFWV1YHLSvENDpMFqvR1bP/TdJ2+/9Dz0KL4TBbAZqaoBz7SG4A8DRIDWe+liP\n2EeBjf9bi0mf+vYCZlbDc5xPX4bXY9H9Sa0OP5u+H7rKEKQAqL5dje2xeky5A/jOd4DIlwtx85c6\n3PtbPd7ueY7kSOfIiF4fQFg913zwAwSylJwMvPCC/fu3tQF33OG+8RAREXkD3w6W7GEjiOrePgKA\ncgIgVyTNvRVE7WwMwwcfAJfeC8EkAB8EqfHTz/XQbAAeeAC47w86DPvUNzJOXLPkOJ8IlnpkkK4W\nFOJ/q8Nw+DCQ8WEIvg0pMPpDkh4Lvg2Mzy/Ezd/oEPdbPbZb/K2GAX+0fY5QYNBogBMngCtXgNtv\nH3j/9nYgNtb94yIiIvIk/w+WHNUjiEqYIC18xnIpgFL+Ro+nP5HejD79NLD5o1rMvSF9et/xqA6j\n/uK9byxZDc9xvlAN7+qJWoyskP4G/zpZh9cT9+OBB4Abbxbixhs6xP1Oj01yYBQGfNt7/0bJs0aN\nAuLjgYoK6cOggcjV8IiIiPwYgyV7dAVQtwNY+C1g4UJp8/X5IcBh4HS4GvMMesSmAitXAt8v0yG4\n3rsyTswsOc6rMkv/r727D4uqTv8H/h40wUl+UD5ghoOgLAOaOuYwPoRMLhKChtGSbdm3TTbMh9JS\ns2/afrVL+v4s2/VhFWX3x6VXgUa70VXtqiAFaK2AZVYyPFgqmw8osCIQPn9+fxwZeRgQDjPMmZn3\n67rmEs6cz5l7Dpxb7rnP+ZxmHaSqTen4MNsbu3YBb3ytxjQA/xmhR0ROCh7XNA3wBmayMKKuabrf\nUmeKJfNseERERE6sW1OHu7o+f5OmzB3+YxZMZ73x/PPAp58Che/fnlpZ3Lr/jL2xWOq6Pn2UUyyJ\nstu/UweCE3HgALB8OTDl39Lv4D1FWfDS2L8oJ8fW4n5Ld8DOEhERuQJ2lrqj2TUdakiT58XHA9ci\n1UA28L2HHgtLUrAoA3j8caDXfPvNqsdiqevs0llqNYvdVbU30tKAgMPS5AzVAXpE5qfgsfubBvC6\nIrKeSZOAoiLp9NM7TQjDzhIREbkCdpZs4K4M6dP+kaez8Opb3ti4UZpA4kze7e4AerjjxNnwus4u\nxVKzDlKpMRHDhwO7dgGq9HSI+Hj0/zoLd9/PDhLZhrc3MGKEdPPhNlrdvJidJSIicgXsLNnCrY6T\nG4AZM6THwYPA6Tg1hgCoGa7HPdtToOrBkNhZ6jp7FEuirxoqAEd667FxWAo+/n/Agw8CgDfwKDtI\nZHtTpkjXLU2c2OqJZtPRIzERdXUZ7CwREZHTY2ephzz0EKAvS0fV1HhM75WFxxO8cfZsz7y2EJwN\nT46eng3vp5+A2IZ0ZN8Tj95fZGHHx963CiWinhMW1s51S2q19K9eD6SksLNEREQugcVST/L2xoCc\nDOR/542RI4ExY4CS8ESIZqe22MK1a0Dv3oAbf9pdYvPO0q3TmsT0aGx96yJCQ4Epj3rj4fMZeOAh\nnmpH9hEWBnz1FXDzZqsn0qXTi5GVhSt9vSEEP4AhIiLnpxJCCHsHIYdKpYKDhm529Chw/SEjHqy/\ndWpLfLxNLtavqwPuuw+or7f6pp1aQwMwcCDwyy82egGj0Xxa0xcD4zH0qwyMGGGj1+oBjnpMOmrc\nthQUBHz4ITB6tOXnq6qkdaqrezYuch2Oelw6atxEzqy7xyV7DXY0Zgygmyyd2nKktx4FCSk2eR1e\nrySPrTtLFxqkn/15Pz3CS1IculAi53KnKcQ5Ex4REbkKFkt25rZbOrWlelcWZj7jjX37rP8anAlP\nnt63pj+5ft362969G5h0UrqGbdC3WXC7l6fdkXI03Zy2PZcusVgiIiLXwGLJ3m7NnBfxG298/DHw\nX/8FfPCBdV+CnSX5bNFdSk4Gli0DMr+QrmHryfttEXXGqFFASUn7z9fVcXIHIiJyDZw6XEEmTQKy\ns6W5Hh74cyJCelnnBracCU++phnx7r67Gxu5daNZ0VeNd3TpSMnwxoEDgL+/1cIksqqAAODECWkm\nTZWFexyws0RERK6CxZLCjB4tXStwfmQZcPn2PU26M/EDO0vyWaWzdOv+NCoAY/6ViIMlGRg82BrR\nEdmGtzfQq5c0gcOAAW2fZ2eJiIhcBU/DU6CAAGDsROni/zP3S/c06Q4WS/L16WOFYunW/WlM/fSY\ncDSFhRI5BH9/qbtkCTtLRETkKlgsKZTHR+lonBmPqdez8MWR7l3Twgke5LNGZ+njJ9Lxj7vjcf+x\nLHj58fokcgwdFUvsLBERkatgsaRU3t7o+0kGNu70xjPPABcuyN8UO0vydbdYOnECSHzVGz65Gfg/\nGhZK5DjYWSIih3Trhu+IjgYuXmQc1G0slhTukUeAp58Gfvc76WJrOTjBg3xNEzzIce0a8NvfAq+9\nBowfb924iGwtIAD46SfLz126xM4SESnUreuEsWePVLC4ehzUbSyWHMDatdKF1hs2yBvPzpJ83eks\nvfEG0L8/sGSJdWMi6gl3Og2PnSUiUqRb1wlD3/1rvp0iDuo2zobnAO66C9i1CzAYgDn5iRj4n65N\nKc5iSb4uFUu3pgiHWo2chHSkpXnjm28AN34kQQ7oTqfhsbNERIqUni79f5ySYt/7GColDuo2/hnn\nIPz9gS1bgB/3dr2ty2JJvi7Nhtes5V4/JxHvvQcMHGjT8IhsZtgw4N//Bm7caPscO0tkTXV1dYiN\njYVGo8GsWbNQX19vcb38/HwEBwcjMDAQmzdv7tT4TZs2ITAwECEhITh48KB5uclkwrhx4xAQEICV\nK1eal1+7dg0JCQnw8/OD0WjEuXPnAABffPEFdDqd+dG3b1988skn1t4VZA3e3tLtVuxdoCglDuo2\nFksOJD4e6DdQauuKLrR1ORuefF3qLN1quZd46lH8UgqMRpuFRWRzHh7SaaSnT7d9jp0lsqbk5GRo\nNBqUl5fD19cX27Zts7je4sWLsX37duzfvx9btmxBdXV1h+PPnz+PrVu3IicnB8nJyXjppZfM21q6\ndClWrFiBoqIi5OXl4fDhwwCAzMxM1NbWwmQyISoqCmvXrgUAPPzwwzhy5AiOHDmCzz//HGq1GpGR\nkbbcLUSkECyWHMzwgnTs9YzHPxdndfrTCnaW5OtSsZSejh8fjMeSkCwsT+InSeT42jsVj50lsqbC\nwkIkJCTA3d0dc+fORUFBQZt1amtrAQBTpkyBn58fIiMjcejQoQ7HFxQUICoqChqNBuHh4RBCmLtO\npaWlmD17Nvr374+4uLgWY+bMmQO1Wo3ExESLsXz44YeIjo6Gh4eHTfYHESkLr1lyMH3v80bjzgwk\nJQHRTwEq1Z3HcDY8+boyG961u70RUZ2BtDSgN48scgJNxVJ4eMvl7CyRNRUVFUGr1QIAtFotCgsL\nO1wHAEJCQnDo0CHExMS0O76goADBwcHmMUFBQSgoKICfnx8GDRrUYltpaWlYuHAhCgsLMW/ePADA\nvffei8rKSly5cgXuzf4T3b17N5YtW9bu+1m9erX5a6PRCCNPMyDqUbm5ucjNzbXa9vgnnQOKjZVm\nWsvKkqYWvxN2luTrSmdp1y7pOo9Jk2waElGPYWeJrGXatGnm63+aS0pKgpB5XwzVrU8LuzJeZeET\nRiFEi201317rbZ89exY//PADHungP9/mxRIR9bzWH1KsWbOmW9vjaXgOyM0N+O//BpKSOrc+iyX5\nOlss3bwJ/O//As2uEyZyeP7+lu+1xM4SdVV2dja+//77No9HH30Uer0eJpMJgDTxgl6vbzNer9ej\npKTE/P2xY8dgMBjMz1kabzAYUFxcbB5TUlICvV6PESNGoLKy0ry8uLjYvK3mY2pqauDj49Oiq5SR\nkYG4uDj06tXLKvuFiJSPxZKDmj1buvD6wIE7r8tiSb7Ozob30UfSJ+2//rXtYyLqKQEBbTtLV65I\np/8yp5C1GAwGpKamorGxEampqZgwYUKbdby8vABIM+KdPHkS2dnZLQocS+NDQ0Oxb98+VFRUIDc3\nF25ubvC8VeVrtVrs3r0bVVVVyMzMbLGt999/Hw0NDUhJSWkTy65du/Db3/7WZvuCiJSHxZKD6t0b\neO21znWXOBuefJ3pLAkBvPWW1FXqzDVkRI7C0ml47CqRtc2fPx8VFRUICgrC6dOn8cILLwAAzpw5\ng5iYGPN6GzZswLx58xAREYEFCxZgwIABHY738fHB/PnzMXXqVCxYsAAbN240b2v9+vV4++23odfr\nERYWhvHjxwMAHnvsMXh5eSE4OBh79+7FqlWrzGNOnjyJ06dPI7z1RXxE5NRUQu7JwnamUqlkn+fs\nLK5cAYYPBz7+GLiV5y1asAAICQEWLeq52JzFH/4A9OoF/M//tL/Onj3AihXAt9+69g1oHfWYdNS4\ne8KNG9KM+LW10lTigHRaXkSE5dPziKzFUY9LR42byJl197h04T/tHJ+7O7BsmdTVQGIiYDQC0dHA\nxYst1uNsePJZnA2v2b4W/7mIpCTpGjJXLpTIOfXqBQwdCpw6dXsZO0tERORK+Oedg3v+eeDLL4GG\nb8uAvDypzZGY2GIdXrMkn8XT8Mpu7+sLcYmorASeeMIu4RHZXOtJHjgTHhERuRIWSw7u7ruBxYuB\n8p/V0gK9HkhJabEOiyX5LBZL6tv7eh5S8Npr0ifwRM6o9SQP7CwREZErYbHkBBYuBOIup6MuOl66\n+ZK3d4vnWSzJZ3E2vPR0ID4e3/zfLHz9ozeeecYuoRH1iNaTPLCzREREroTFkhPw8gKeWuCNpfdn\ntCmUAM6G1x0WO0ve3kBGBt7c5I3ly7lvybm1LpYuXWKxREREroPFkpNYsgT44IM2czsAYGepO9qb\nOvzECelasd//vudjIupJlq5Z4ml4RETkKmQXS3V1dYiNjYVGo8GsWbNQX19vcb38/HwEBwcjMDAQ\nmzdvvuP47OxsjB8/HqNHj8asWbNQWFgoN0SXMmAAMHkysG9f2+c4G558FmfDA/Dpp8CMGUDfvj0f\nk6OyVc6oqanBww8/DE9PT7z44osttmUymTBu3DgEBARg5cqVtntzTszSNUvsLBERkauQXSwlJydD\no9GgvLwcvr6+2LZtm8X1Fi9ejO3bt2P//v3YsmULqqurOxw/cOBAfPbZZ/juu+/wyiuvYNmyZXJD\ndDkzZwKffdZ2OTtL8rXXWfrsM2l/U+fZKmd4eHhg7dq1WL9+fZttLV26FCtWrEBRURHy8vJw+PBh\n271BJ9W/P3D9+u2uNTtLRETkSmQXS4WFhUhISIC7uzvmzp2LgoKCNuvU1tYCAKZMmQI/Pz9ERkbi\n0KFDHY4fO3YsBg8eDAAICwvDDz/8gBs3bsgN06XMmCHNHH79esvlLJbks1QsXboE/OtfwLRp9onJ\nUdkqZ6jVakyePBnuFn7JS0tLMXv2bPTv3x9xcXEWX5M6plK1vG6JnSUiInIlveUOLCoqglarBQBo\ntVqLp8s1XwcAQkJCcOjQIcTExHRq/K5duzBx4kT0amde5tWrV5u/NhqNMBqNct+OUxg6FPD1lf6Q\nDwu7vZzFknyWZsPLygImTeKn67m5ucjNze30+rbOGSqVqsX3x48fx6BBg1psKy0tDQsXLmzzuswl\nHWu6bkmnY2eJbKOr+YSIqKd0WCxNmzYN586da7M8KSkJQghZL9j0B82dxn///ff4wx/+gOzs7HbX\naf4HDkmaTsVrXSxxxjZ5LHWWeAqepHVRsWbNGrvmjNZar9/ReOaSjrGzRLZmKZ8QESlBh8VSR4XK\nzp07YTKZoNPpYDKZoNfr26yj1+uxfPly8/fHjh1DVFSU+bn2xv/888/4zW9+g/feew/+/v5dflOu\nbOZM4He/A9atu72MnSX5WhdLN24A//wnwL+tLbNXzrAkMDAQlZWV5u+Li4sxYcKErr4lgjTJQ2mp\n9DU7S0RE5EpkX7NkMBiQmpqKxsZGpKamWvwjxMvLC4A0u9XJkyeRnZ0Ng8HQ4fiLFy8iJiYG69at\nw8SJE+WG57LGjwdqaoAff7y9jLPhydd6NrzCQsDHBxg2zG4hOSxb5YwmljpHWq0Wu3fvRlVVFTIz\nM83boq5hZ4mIiFyV7GJp/vz5qKioQFBQEE6fPo0XXngBAHDmzBnExMSY19uwYQPmzZuHiIgILFiw\nAAMGDOhw/J///Gf8+OOPWLNmDXQ6HXQ6HaqqqrrzHl2KmxsQE9NyVjx2luRr3Vn69FOegieXrXIG\nAAwbNgxLly7Fjh07oNFoUFJSAgBYv3493n77bej1eoSFhWH8+PE9+I6dR/N7LbGzRERErkQl5F5I\nYGcqlUr2NRDOLjMT2LoVyPZPBMrKsCdPjYjz6bhroLe9Q3M49U8n4ru/lWHSr9VAejpGT/HGtm3S\nBA/UkqMek44ad0+qrwcGDgQaGqR/y8qkKcWJbMVRj0tHjZvImXX3uGSx5ITq64EhQ4CaMUb0PpgH\nABDx8VBlZNg5MsdzdbIRfb6S9mFDTDz8CzNw9izQzgSNLs1Rj0lHjbunDRoEfPutdApqfT0njSHb\nctTj0lHjJnJm3T0uZZ+GR8rVrx8weTJwoV4NADis0kOVkmLnqByT6m5pH0KvR9qUFERHs1Ai1xQQ\nAJhM0qm+LJSIiMhVsFhyUjNmAG9q03F1Vjzi+mUB3jwFT46b76XjQ1U8kJWFjz73xowZ9o6IyD78\n/YGjR3m9EhERuRaehuekTp2SZsY7ehQYOxY4f97eETkmIaROUm0tcP/9wM8/cyaw9jjqMemocfe0\n118HTp8GDh5sOdsmkS046nHpqHETOTOehkcW+flJ1y3l53MmvO5QqYC77gL+8Q9gwgQWSuS6/P2B\n775jZ4mIiFwLiyUnNmMG8Pe/s1jqLnd3aT/yFDxyZQEBQHExPzAgIiLXwmLJic2cCfzzn7wYu7v6\n9JH2I4slcmX+/tINmtlZIiIiV8JiyYnp9cDdd7Oz1F3u7tJ0yQEB9o6EyH6GDpVmwmNniaytrq4O\nsbGx0Gg0mDVrFurr6y2ul5+fj+DgYAQGBmLz5s2dGr9p0yYEBgYiJCQEBw8eNC83mUwYN24cAgIC\nsHLlSvPya9euISEhAX5+fjAajTh37pz5uaSkJISGhiI0NBRvvfWWNXcBESkYiyUn1qsXEBPDYqm7\n3N2lLh2RK7vrLqlgYmeJrC05ORkajQbl5eXw9fXFtm3bLK63ePFibN++Hfv378eWLVtQXV3d4fjz\n589j69atyMnJQXJyMl566SXztpYuXYoVK1agqKgIeXl5OHz4MAAgMzMTtbW1MJlMiIqKwtq1awFI\nxdWHH36Ir776Cl9++SU++OADlJaW2nK3EJFCsFhycrNm8ZPg7vLykvYjkavz92c+IesrLCxEQkIC\n3N3dMXfuXBQUFLRZp7a2FgAwZcoU+Pn5ITIyEocOHepwfEFBAaKioqDRaBAeHg4hhLnrVFpaitmz\nZ6N///6Ii4trMWbOnDlQq9VITEw0L+/Xrx+uXr2KhoYG1NXV4erVq/DkJwdELqG3vQMg23r0UWDq\nVHtH4djy8/lpOhEgnYrKY4GsraioCFqtFgCg1WpRWFjY4ToAEBISgkOHDiEmJqbd8QUFBQgODjaP\nCQoKQkFBAfz8/DBo0KAW20pLS8PChQtRWFiIefPmAQDuvfdeVFZW4sqVKxg6dCiWLFkCHx8fAMDm\nzZsxZMgQi+9n9erV5q+NRiOMRqOMvUJEcuXm5iI3N9dq22Ox5ORUKv5x013cf0SSxERArbZ3FOSI\npk2b1uL6nyZJSUmy73+iUqkAoEvjm8Y0J4Rosa3m22v6+ujRo9i6dSt++uknCCEwffp0GAwGjB49\nus32mhdLRNTzWn9IsWbNmm5tj8USERF1isFg7wjIUWVnZ7f73M6dO2EymaDT6WAymaDX61FRUdFi\nHb1ej+XLl5u/P3bsGKKioszPtR4PAAaDAfv37zePKSkpgV6vh6enJyorK83Li4uLYbj1y20wGFBc\nXIygoCDU1NTAx8cH7u7uOHjwIKKioszdpOnTp+PLL7+0WCwRkXPhNUtERERkNwaDAampqWhsbERq\naiomTJjQZh0vLy8A0ox4J0+eRHZ2dosCx9L40NBQ7Nu3DxUVFcjNzYWbm5v5OiOtVovdu3ejqqoK\nmZmZLbb1/vvvo6GhASkpKeZtRURE4PPPPzdfs5STk4PIyEib7xsisj8WS0RERGQ38+fPR0VFBYKC\ngnD69Gm88MILAIAzZ84gJibGvN6GDRswb948REREYMGCBRgwYECH4318fDB//nxMnToVCxYswMaN\nG83bWr9+Pd5++23o9XqEhYVh/PjxAIDHHnsMXl5eCA4Oxt69e7Fq1SoA0vVOTzzxBCIiIhAZGYmn\nn34aw4cP75H9Q0T2pRJyTxa2M5VKJfs8ZyKyPkc9Jh01biJn5qjHpaPGTeTMuntcsrNERERERERk\nAYslIiIiIiIiC1gsERERERERWcBiiYiIiIiIyAIWS0RERERERBawWCIiIiIiIrKAxRIREREREZEF\nLJaIiIiISJkSEwGjEYiOBi5etHc0tuMq79MBsVgiIiIiImUqKwPy8oA9e6SCwlm5yvt0QCyWiIiI\niEiZ1GrpX70eSEmxbyy25Crv0wGphBDC3kHIoVKp4KChEzklRz0mHTVuImfmqMelo8ataBcvSp2W\nlBTA29ve0diOq7xPO+juccliiYiswlGPSUeNm8iZOepx6ahxEzmz7h6XPA2PiIiIiIjIAhZLRERE\nREREFrBYIiIiIiIisoDFEhERERERkQUsloiIiIiIiCxgsURERERERGQBiyUiIiIiIiILWCwRERER\nERFZwGKJiIiIiIjIAhZLVpabm2vvECxiXF2n1NiUGhdZn1J/1oyra5QaF6Ds2Mh6lPxzVmpsbetu\npgAAC29JREFUjKtrlBqXNcgulurq6hAbGwuNRoNZs2ahvr7e4nr5+fkIDg5GYGAgNm/e3OnxFRUV\n6NevH9599125IdqFUn9ZGFfXKTU2pcZ1J7bKGTU1NXj44Yfh6emJF198scW2jEYjtFotdDoddDod\nqqqqbPcGbUCpP2vG1TVKjQtQRmy2/Hti06ZNCAwMREhICA4ePGhebjKZMG7cOAQEBGDlypXm5deu\nXUNCQgL8/PxgNBpx7ty5FtuaOHEiRo0ahc8++8yau8DmlPBzbo/s2BITAaMRiI4GLl60ZkgAbLjP\nuhm3Un+WSo3LGmQXS8nJydBoNCgvL4evry+2bdtmcb3Fixdj+/bt2L9/P7Zs2YLq6upOjX/llVcQ\nExMjNzwiUhhb5QwPDw+sXbsW69evb7MtlUqF9PR0HDlyBEeOHMGAAQNs9waJSBZb5Ybz589j69at\nyMnJQXJyMl566SXztpYuXYoVK1agqKgIeXl5OHz4MAAgMzMTtbW1MJlMiIqKwtq1awEAZWVlSEtL\nQ05ODvLy8vD666/bcpdQZ5SVAXl5wJ49UgHiKBw1bhcmu1gqLCxEQkIC3N3dMXfuXBQUFLRZp7a2\nFgAwZcoU+Pn5ITIyEocOHbrj+I8//hgBAQEICQmRGx4RKYytcoZarcbkyZPh7u5u8XWFEDZ6R0Rk\nDbbKDQUFBYiKioJGo0F4eDiEEOauU2lpKWbPno3+/fsjLi6uxZg5c+ZArVYjMTHRvDwnJwdTp06F\nWq1G//79ERwcjJKSEpvvG+qAWi39q9cDKSn2jaUrHDVuVyZk0mg0orGxUQghRENDg9BoNG3Wyc7O\nFk8++aT5++TkZLFq1aoOx9fV1YmJEyeKhoYGsXr1arF+/XqLrw+ADz74UNjDHjmjyY4dO8SiRYta\nLDMajWLkyJEiIiJC7Nixg7mEDz4c6NHd3LBy5Uqxbds285jZs2eL/fv3i/LycjFhwgTz8j179og5\nc+YIIYR46KGHRGlpqfm5oUOHisuXL4uffvpJjBkzRpw9e1YcP35cDBo0SKSmpjKf8MGHgzy6ozc6\nMG3atBbn6zZJSkqS/WmtSqUCpKgtPr969Wq8/PLLUKvVHb6G3NcnItuxR87oSFpaGoYMGYJTp04h\nPj4eI0eOxPjx41usw1xCZHsd5YZFixahrKwMHh4e+OWXXxAcHIxTp07dcZtyckPTmOaEEC221Xx7\nTV/7+/vj5ZdfxlNPPQUA0Ov1FrvZzCdEzqfDYik7O7vd53bu3AmTyQSdTgeTyQS9Xt9mHb1ej+XL\nl5u/P3bsGKKioszPWRpfWFiIv//973j11Vdx8eJFuLm5oW/fvliwYIGsN0hEPcceOaMjQ4YMAQD4\n+flhzpw5yMzMbFMsEZHt2SM3GAwG7N+/3zympKQEer0enp6eqKysNC8vLi6GwWAwjykuLkZQUBBq\namrg4+NjLoqeffZZPPvsswCASZMmITIyUu7uICIHIvuaJYPBgNTUVDQ2NiI1NRUTJkxos46XlxcA\naQabkydPIjs7u0VCsjQ+Pz8fJ06cwIkTJ7BkyRKsXLmShRKRE7BVzmjS+hPdGzdumGe/u3TpEjIz\nMxEdHW2Lt0ZE3WCr3BAaGop9+/ahoqICubm5cHNzg6enJwBAq9Vi9+7dqKqqQmZmZottvf/++2ho\naEBKSop5Wzdv3kR1dTWEEPjb3/4GNzc3ThhD5Crknr936dIl8eijj4qhQ4eK2NhYUVdXJ4QQ4vTp\n0yI6Otq8Xm5urtBqtWL48OFi48aNdxzf3OrVq8W7774rN0QiUhBb5gw/Pz9x7733in79+glfX19h\nMplEQ0ODePDBB8Xo0aPFQw89JNatW9dzb5aIOs2WuWHDhg1i+PDhIjg4WOTn55uXHzt2TOh0OjFs\n2DDx2muvmZdfvXpVPPfcc2Lo0KEiPDxcnD17VgghRGNjowgJCRGBgYEiPDxclJeX22x/EJGydO+K\npx6watUqMXr0aDFmzBgxZ84cUVVVZX5u48aNYsSIESI4OFgcOHDAvLy4uFjodDrh7+8vXn/9dZvF\ntmzZMqHVaoVOpxOLFy8Wv/zyiyJiy8jIECEhIcLNzU18/fXXLZ6z9z5rLi8vT2i1WjFixAixadOm\nHnnN5p577jkxaNAgMWrUKPOyjv7TbW/fWVtFRYUwGo0iJCREhIeHi7S0NEXE1tjYKEJDQ8WYMWOE\nwWAQf/zjHxURV1coNZ8oNZcIwXzSGcwlXcd84nr5xFFyiRDMJ5YoNZ/0RC5RfLF06dIl89dr1qwR\nb7zxhhBCiMrKShEUFCROnTolcnNzhU6nM683ffp0sXv3blFVVSUmT54sioqKbBJbVlaWuHHjhrhx\n44b4/e9/L/76178qIjaTySRKS0uF0WhskZDsHVdrY8eOFXl5eeLkyZMiKChIXLhwweav2Vx+fr74\n5ptvWiSkdevWiUWLFonLly+LhQsXinfeeUcI0fG+s7azZ8+KI0eOCCGEuHDhgvD39xeXLl1SRGwN\nDQ1CCCEuX74sRo4cKcrKyhQRV2cpNZ8oNZcIwXzSGcwl8jCfuFY+cZRcIgTziSVKzie2ziWyr1nq\nKU3nF1+/fh0NDQ3w8PAAIO/+CdY2bdo0uLm5wc3NDY888gjy8vIUEZtWq8WvfvWrNsvtHVdzlu6Z\nYevXbC0sLAz33HNPi2VduV9HXV2dTeIaPHgwxo4dCwAYMGAARo4ciaKiIkXEpr51f4j6+npcv34d\n7u7uioirs5SaT5SaSwDmk85gLpGH+cS18okj5BKA+aQ9Ss4nts4lii+WAGDlypUYPHgwDh48aJ4N\np7CwEMHBweZ1goKCUFBQgOPHj2PQoEHm5SEhIeYb19nSX/7yF8ycOVORsTVRUlxFRUXQarU9+pqd\n0TwurVaLwsJCANLB1XrfNT1nS8ePH8exY8cQGhqqiNhu3ryJMWPGwMfHB4sWLYJGo1FEXF2h9Hzi\nCLlEabEpMZ8o7bhQWi4BmE+YT6DIuJhP7kxp+cTWuUQRxdK0adPwwAMPtHl8+umnAKT7MFRUVCA0\nNBSvvvoqAMv3Mmjv/gm2jA0A3nzzTXh6eiI+Pr7HYutMXJ15PVvsM0fWlfduad9ZU11dHWbPno0/\n/elP6NevnyJic3Nzw9GjR3H8+HFs3boVR44cUURczSk1nyg1l3Q2ts68JvPJbUo6LpSYSwDmE2fM\nJ8wltqGk40KJ+cTWuaTD+yz1lI7uv9BErVZj7ty5eP755wF07f4JlqYhtVZsO3bswL59+5CTk2Ne\n1hOxdWaftdZT+6wzOrpnhj119X4dtnLt2jU8/vjjeOaZZxAbG6uo2ABg2LBhiI6ORkFBgaLiApSb\nT5SaSzoTmyXMJx1TynGh9FwCMJ/YIi7+bSIf80n7lJ5PbJVLFNFZ6kh5eTkA6ZzgXbt2IS4uDoC8\n+ydY2969e/HOO+/gk08+MZ+rrJTYmjSvrJUUV0f3zLAnOffrsDYhBBISEjBq1CgsWbJEMbFVVVXh\n4sWLAIDq6mpkZWUhNjbW7nF1hVLziSPkEoD5pCuUcFwoNZcAzCeunk+UmksA5pP2KDWf9Egu6fxc\nE/bx+OOPi1GjRgm9Xi+WL18uampqzM919f4J1jZixAih0WjE2LFjxdixY8X8+fMVEdtHH30kfH19\nhYeHh/Dx8RFRUVGKiKu19u6Z0VOefPJJcd9994k+ffoIX19fkZqaKut+HdZ24MABoVKpxJgxY8y/\nW3v27LF7bN99953Q6XRi9OjRIjIyUuzcuVMIIe8eJ/ai1Hyi1FwiBPNJZzCXdB3zievlE0fJJUIw\nn1ii1HzSE7lEJYQLnwRKRERERETUDsWfhkdERERERGQPLJaIiIiIiIgsYLFERERERERkAYslIiIi\nIiIiC1gsERERERERWcBiiYiIiIiIyIL/D+c95RfLAw8oAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "id = 21\n", + "fig, axes = subplots(1,3, figsize=(14,5))\n", + "epsx = np.linalg.norm(Utils.mkvc(Bxr))*1e-6\n", + "epsy = np.linalg.norm(Utils.mkvc(Byr))*1e-6\n", + "epsz = np.linalg.norm(Utils.mkvc(Bzr))*1e-6\n", + "axes[0].plot(Y[:,id], Bxra[:,id], 'b', Y[:,id], Bxr[:,id], 'r.')\n", + "axes[1].plot(Y[:,id], Byra[:,id], 'b', Y[:,id], Byr[:,id], 'r.')\n", + "axes[2].plot(Y[:,id], Bzra[:,id], 'b', Y[:,id], Bzr[:,id], 'r.')\n", + "print X[:,1]" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA0MAAAE1CAYAAAAlJDsaAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nkBBCCCGEEGJA+j8B48lch4brPQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = subplots(1,3, figsize=(14,5))\n", + "epsx = np.linalg.norm(Utils.mkvc(Bxr))*1e-6\n", + "epsy = np.linalg.norm(Utils.mkvc(Byr))*1e-6\n", + "epsz = np.linalg.norm(Utils.mkvc(Bzr))*1e-6\n", + "axes[0].plot(Y[:,1], abs((Bxr[:,1]-Bxra[:,1])/(Bxra[:,1]+epsx)), 'r.')\n", + "axes[1].plot(Y[:,1], abs((Byr[:,1]-Byra[:,1])/(Byra[:,1]+epsy)), 'r.')\n", + "axes[2].plot(Y[:,1], abs((Bzr[:,1]-Bzra[:,1])/(Bzra[:,1]+epsz)), 'r.')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Thoughts\n", + "\n", + "- It works well with non-uniform mesh!!\n", + "- Actual accuray is ~10% relative error in secondary fields. As we pad more we can get better accuracy, since we did not consider secondary field at the boudnary ($\\partial\\Omega$). \n", + "- Here, we can try primary secondary field approach to get better accuracy. \n", + "- In addition, we can use the congruous sphere method to handle this secondary fields at boundaries" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.10" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/simpegPF/Dev/Mesh.msh b/simpegPF/Dev/Mesh.msh new file mode 100644 index 00000000..24664d59 --- /dev/null +++ b/simpegPF/Dev/Mesh.msh @@ -0,0 +1,5 @@ +20 20 20 +-0.50 -0.50 0.50 +0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 +0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 +0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 diff --git a/simpegPF/Dev/Mesh_40m.msh b/simpegPF/Dev/Mesh_40m.msh new file mode 100644 index 00000000..cba4f555 --- /dev/null +++ b/simpegPF/Dev/Mesh_40m.msh @@ -0,0 +1,5 @@ +38 31 12 +421780.00 544950.00 1600.00 +151.00 108.00 77.00 55.00 30*40.00 55.00 77.00 108.00 151.00 +151.00 108.00 77.00 55.00 23*40.00 55.00 77.00 108.00 151.00 +12*40.00 diff --git a/simpegPF/Dev/Model.dat b/simpegPF/Dev/Model.dat new file mode 100644 index 00000000..73b78fd5 --- /dev/null +++ b/simpegPF/Dev/Model.dat @@ -0,0 +1,8000 @@ +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 diff --git a/simpegPF/Dev/Obs_IND_GRID_TMI.obs b/simpegPF/Dev/Obs_IND_GRID_TMI.obs new file mode 100644 index 00000000..1006ec84 --- /dev/null +++ b/simpegPF/Dev/Obs_IND_GRID_TMI.obs @@ -0,0 +1,345 @@ + 90.00 0.00 50000.00 + 90.00 0.00 1.00 +342 +4.22270000e+05 5.45450000e+05 1.62000000e+03 1.24425929e+00 1.00000000e+00 +4.22390000e+05 5.45450000e+05 1.62000000e+03 4.59365249e-01 1.00000000e+00 +4.22510000e+05 5.45450000e+05 1.62000000e+03 -3.74409264e+00 1.00000000e+00 +4.22630000e+05 5.45450000e+05 1.62000000e+03 -6.97509886e+00 1.00000000e+00 +4.22750000e+05 5.45450000e+05 1.62000000e+03 -4.20768955e+00 1.00000000e+00 +4.22870000e+05 5.45450000e+05 1.62000000e+03 -5.10228750e+00 1.00000000e+00 +4.22990000e+05 5.45450000e+05 1.62000000e+03 -6.05608453e+00 1.00000000e+00 +4.23110000e+05 5.45450000e+05 1.62000000e+03 -1.66763425e+00 1.00000000e+00 +4.23230000e+05 5.45450000e+05 1.62000000e+03 2.89389762e+00 1.00000000e+00 +4.22270000e+05 5.45490000e+05 1.62000000e+03 5.46853326e+00 1.00000000e+00 +4.22390000e+05 5.45490000e+05 1.62000000e+03 7.20921966e+00 1.00000000e+00 +4.22510000e+05 5.45490000e+05 1.62000000e+03 -1.34371629e+00 1.00000000e+00 +4.22630000e+05 5.45490000e+05 1.62000000e+03 -1.62860865e+00 1.00000000e+00 +4.22750000e+05 5.45490000e+05 1.62000000e+03 3.48615049e-01 1.00000000e+00 +4.22870000e+05 5.45490000e+05 1.62000000e+03 -3.68389000e+00 1.00000000e+00 +4.22990000e+05 5.45490000e+05 1.62000000e+03 -4.91895276e+00 1.00000000e+00 +4.23110000e+05 5.45490000e+05 1.62000000e+03 7.69212229e-01 1.00000000e+00 +4.23230000e+05 5.45490000e+05 1.62000000e+03 7.41646569e+00 1.00000000e+00 +4.22270000e+05 5.45530000e+05 1.62000000e+03 9.67910404e+00 1.00000000e+00 +4.22390000e+05 5.45530000e+05 1.62000000e+03 1.54455466e+01 1.00000000e+00 +4.22510000e+05 5.45530000e+05 1.62000000e+03 3.37195313e+00 1.00000000e+00 +4.22630000e+05 5.45530000e+05 1.62000000e+03 -1.31694103e+00 1.00000000e+00 +4.22750000e+05 5.45530000e+05 1.62000000e+03 8.91369966e+00 1.00000000e+00 +4.22870000e+05 5.45530000e+05 1.62000000e+03 4.41302037e+00 1.00000000e+00 +4.22990000e+05 5.45530000e+05 1.62000000e+03 -1.52763145e+00 1.00000000e+00 +4.23110000e+05 5.45530000e+05 1.62000000e+03 9.12726305e+00 1.00000000e+00 +4.23230000e+05 5.45530000e+05 1.62000000e+03 1.32599847e+01 1.00000000e+00 +4.22270000e+05 5.45570000e+05 1.62000000e+03 1.28121577e+01 1.00000000e+00 +4.22390000e+05 5.45570000e+05 1.62000000e+03 2.08503133e+01 1.00000000e+00 +4.22510000e+05 5.45570000e+05 1.62000000e+03 1.01149791e+01 1.00000000e+00 +4.22630000e+05 5.45570000e+05 1.62000000e+03 6.18440773e+00 1.00000000e+00 +4.22750000e+05 5.45570000e+05 1.62000000e+03 2.93843939e+01 1.00000000e+00 +4.22870000e+05 5.45570000e+05 1.62000000e+03 1.82120892e+01 1.00000000e+00 +4.22990000e+05 5.45570000e+05 1.62000000e+03 3.53487050e+00 1.00000000e+00 +4.23110000e+05 5.45570000e+05 1.62000000e+03 1.74799646e+01 1.00000000e+00 +4.23230000e+05 5.45570000e+05 1.62000000e+03 2.02739981e+01 1.00000000e+00 +4.22270000e+05 5.45610000e+05 1.62000000e+03 1.50753435e+01 1.00000000e+00 +4.22390000e+05 5.45610000e+05 1.62000000e+03 2.99963543e+01 1.00000000e+00 +4.22510000e+05 5.45610000e+05 1.62000000e+03 1.62832914e+01 1.00000000e+00 +4.22630000e+05 5.45610000e+05 1.62000000e+03 1.28142068e+01 1.00000000e+00 +4.22750000e+05 5.45610000e+05 1.62000000e+03 5.78129772e+01 1.00000000e+00 +4.22870000e+05 5.45610000e+05 1.62000000e+03 3.13461294e+01 1.00000000e+00 +4.22990000e+05 5.45610000e+05 1.62000000e+03 8.97004132e+00 1.00000000e+00 +4.23110000e+05 5.45610000e+05 1.62000000e+03 2.59336636e+01 1.00000000e+00 +4.23230000e+05 5.45610000e+05 1.62000000e+03 2.59591860e+01 1.00000000e+00 +4.22270000e+05 5.45650000e+05 1.62000000e+03 1.14957963e+01 1.00000000e+00 +4.22390000e+05 5.45650000e+05 1.62000000e+03 3.34170029e+01 1.00000000e+00 +4.22510000e+05 5.45650000e+05 1.62000000e+03 2.59340170e+01 1.00000000e+00 +4.22630000e+05 5.45650000e+05 1.62000000e+03 2.00435922e+01 1.00000000e+00 +4.22750000e+05 5.45650000e+05 1.62000000e+03 8.70613647e+01 1.00000000e+00 +4.22870000e+05 5.45650000e+05 1.62000000e+03 4.77530810e+01 1.00000000e+00 +4.22990000e+05 5.45650000e+05 1.62000000e+03 1.76295825e+01 1.00000000e+00 +4.23110000e+05 5.45650000e+05 1.62000000e+03 3.43616857e+01 1.00000000e+00 +4.23230000e+05 5.45650000e+05 1.62000000e+03 2.49975532e+01 1.00000000e+00 +4.22270000e+05 5.45690000e+05 1.62000000e+03 1.01767095e+01 1.00000000e+00 +4.22390000e+05 5.45690000e+05 1.62000000e+03 3.13868665e+01 1.00000000e+00 +4.22510000e+05 5.45690000e+05 1.62000000e+03 3.56126088e+01 1.00000000e+00 +4.22630000e+05 5.45690000e+05 1.62000000e+03 2.68047480e+01 1.00000000e+00 +4.22750000e+05 5.45690000e+05 1.62000000e+03 9.94775369e+01 1.00000000e+00 +4.22870000e+05 5.45690000e+05 1.62000000e+03 5.56854154e+01 1.00000000e+00 +4.22990000e+05 5.45690000e+05 1.62000000e+03 2.82248962e+01 1.00000000e+00 +4.23110000e+05 5.45690000e+05 1.62000000e+03 4.15481410e+01 1.00000000e+00 +4.23230000e+05 5.45690000e+05 1.62000000e+03 1.99406313e+01 1.00000000e+00 +4.22270000e+05 5.45730000e+05 1.62000000e+03 4.91155025e+00 1.00000000e+00 +4.22390000e+05 5.45730000e+05 1.62000000e+03 2.60629555e+01 1.00000000e+00 +4.22510000e+05 5.45730000e+05 1.62000000e+03 4.40554581e+01 1.00000000e+00 +4.22630000e+05 5.45730000e+05 1.62000000e+03 2.99579256e+01 1.00000000e+00 +4.22750000e+05 5.45730000e+05 1.62000000e+03 8.61675647e+01 1.00000000e+00 +4.22870000e+05 5.45730000e+05 1.62000000e+03 5.11234027e+01 1.00000000e+00 +4.22990000e+05 5.45730000e+05 1.62000000e+03 3.49427142e+01 1.00000000e+00 +4.23110000e+05 5.45730000e+05 1.62000000e+03 4.07849837e+01 1.00000000e+00 +4.23230000e+05 5.45730000e+05 1.62000000e+03 1.29261644e+01 1.00000000e+00 +4.22270000e+05 5.45770000e+05 1.62000000e+03 -3.06521649e-01 1.00000000e+00 +4.22390000e+05 5.45770000e+05 1.62000000e+03 1.88334564e+01 1.00000000e+00 +4.22510000e+05 5.45770000e+05 1.62000000e+03 4.79960759e+01 1.00000000e+00 +4.22630000e+05 5.45770000e+05 1.62000000e+03 3.39025597e+01 1.00000000e+00 +4.22750000e+05 5.45770000e+05 1.62000000e+03 5.97716921e+01 1.00000000e+00 +4.22870000e+05 5.45770000e+05 1.62000000e+03 4.05148734e+01 1.00000000e+00 +4.22990000e+05 5.45770000e+05 1.62000000e+03 4.35919316e+01 1.00000000e+00 +4.23110000e+05 5.45770000e+05 1.62000000e+03 3.47852423e+01 1.00000000e+00 +4.23230000e+05 5.45770000e+05 1.62000000e+03 8.06946816e+00 1.00000000e+00 +4.22270000e+05 5.45810000e+05 1.62000000e+03 -1.54189485e+00 1.00000000e+00 +4.22390000e+05 5.45810000e+05 1.62000000e+03 9.34761378e+00 1.00000000e+00 +4.22510000e+05 5.45810000e+05 1.62000000e+03 4.57528375e+01 1.00000000e+00 +4.22630000e+05 5.45810000e+05 1.62000000e+03 3.77914826e+01 1.00000000e+00 +4.22750000e+05 5.45810000e+05 1.62000000e+03 3.32898958e+01 1.00000000e+00 +4.22870000e+05 5.45810000e+05 1.62000000e+03 2.98184850e+01 1.00000000e+00 +4.22990000e+05 5.45810000e+05 1.62000000e+03 5.17261014e+01 1.00000000e+00 +4.23110000e+05 5.45810000e+05 1.62000000e+03 2.64991393e+01 1.00000000e+00 +4.23230000e+05 5.45810000e+05 1.62000000e+03 1.41125602e+00 1.00000000e+00 +4.22270000e+05 5.45850000e+05 1.62000000e+03 -3.91819962e+00 1.00000000e+00 +4.22390000e+05 5.45850000e+05 1.62000000e+03 4.24617880e+00 1.00000000e+00 +4.22510000e+05 5.45850000e+05 1.62000000e+03 4.26417376e+01 1.00000000e+00 +4.22630000e+05 5.45850000e+05 1.62000000e+03 4.73414534e+01 1.00000000e+00 +4.22750000e+05 5.45850000e+05 1.62000000e+03 2.27790366e+01 1.00000000e+00 +4.22870000e+05 5.45850000e+05 1.62000000e+03 2.79996117e+01 1.00000000e+00 +4.22990000e+05 5.45850000e+05 1.62000000e+03 6.04430774e+01 1.00000000e+00 +4.23110000e+05 5.45850000e+05 1.62000000e+03 1.89766135e+01 1.00000000e+00 +4.23230000e+05 5.45850000e+05 1.62000000e+03 -1.42671614e+00 1.00000000e+00 +4.22270000e+05 5.45890000e+05 1.62000000e+03 -3.80419759e+00 1.00000000e+00 +4.22390000e+05 5.45890000e+05 1.62000000e+03 -4.60022372e-02 1.00000000e+00 +4.22510000e+05 5.45890000e+05 1.62000000e+03 3.59650877e+01 1.00000000e+00 +4.22630000e+05 5.45890000e+05 1.62000000e+03 6.59577156e+01 1.00000000e+00 +4.22750000e+05 5.45890000e+05 1.62000000e+03 2.46102534e+01 1.00000000e+00 +4.22870000e+05 5.45890000e+05 1.62000000e+03 3.91559660e+01 1.00000000e+00 +4.22990000e+05 5.45890000e+05 1.62000000e+03 6.59962172e+01 1.00000000e+00 +4.23110000e+05 5.45890000e+05 1.62000000e+03 8.66336361e+00 1.00000000e+00 +4.23230000e+05 5.45890000e+05 1.62000000e+03 -4.29691948e+00 1.00000000e+00 +4.22270000e+05 5.45930000e+05 1.62000000e+03 -6.33682518e+00 1.00000000e+00 +4.22390000e+05 5.45930000e+05 1.62000000e+03 -3.17278602e+00 1.00000000e+00 +4.22510000e+05 5.45930000e+05 1.62000000e+03 2.56804189e+01 1.00000000e+00 +4.22630000e+05 5.45930000e+05 1.62000000e+03 8.08777605e+01 1.00000000e+00 +4.22750000e+05 5.45930000e+05 1.62000000e+03 4.14889581e+01 1.00000000e+00 +4.22870000e+05 5.45930000e+05 1.62000000e+03 5.82388440e+01 1.00000000e+00 +4.22990000e+05 5.45930000e+05 1.62000000e+03 6.03643326e+01 1.00000000e+00 +4.23110000e+05 5.45930000e+05 1.62000000e+03 6.32304059e+00 1.00000000e+00 +4.23230000e+05 5.45930000e+05 1.62000000e+03 -3.03260293e+00 1.00000000e+00 +4.22270000e+05 5.45970000e+05 1.62000000e+03 -5.67545641e+00 1.00000000e+00 +4.22390000e+05 5.45970000e+05 1.62000000e+03 -4.86982785e+00 1.00000000e+00 +4.22510000e+05 5.45970000e+05 1.62000000e+03 1.47021738e+01 1.00000000e+00 +4.22630000e+05 5.45970000e+05 1.62000000e+03 7.69486976e+01 1.00000000e+00 +4.22750000e+05 5.45970000e+05 1.62000000e+03 6.28700955e+01 1.00000000e+00 +4.22870000e+05 5.45970000e+05 1.62000000e+03 7.34481777e+01 1.00000000e+00 +4.22990000e+05 5.45970000e+05 1.62000000e+03 4.39761283e+01 1.00000000e+00 +4.23110000e+05 5.45970000e+05 1.62000000e+03 -1.90656579e+00 1.00000000e+00 +4.23230000e+05 5.45970000e+05 1.62000000e+03 -6.91637438e+00 1.00000000e+00 +4.22270000e+05 5.46010000e+05 1.62000000e+03 -4.25295552e+00 1.00000000e+00 +4.22390000e+05 5.46010000e+05 1.62000000e+03 -5.96389238e+00 1.00000000e+00 +4.22510000e+05 5.46010000e+05 1.62000000e+03 4.19271833e+00 1.00000000e+00 +4.22630000e+05 5.46010000e+05 1.62000000e+03 4.81424532e+01 1.00000000e+00 +4.22750000e+05 5.46010000e+05 1.62000000e+03 6.17825107e+01 1.00000000e+00 +4.22870000e+05 5.46010000e+05 1.62000000e+03 6.09948630e+01 1.00000000e+00 +4.22990000e+05 5.46010000e+05 1.62000000e+03 2.23322374e+01 1.00000000e+00 +4.23110000e+05 5.46010000e+05 1.62000000e+03 -2.02970302e+00 1.00000000e+00 +4.23230000e+05 5.46010000e+05 1.62000000e+03 -7.13877540e+00 1.00000000e+00 +4.22270000e+05 5.46050000e+05 1.62000000e+03 -8.02108927e+00 1.00000000e+00 +4.22390000e+05 5.46050000e+05 1.62000000e+03 -5.34183666e+00 1.00000000e+00 +4.22510000e+05 5.46050000e+05 1.62000000e+03 -1.95994077e+00 1.00000000e+00 +4.22630000e+05 5.46050000e+05 1.62000000e+03 2.11307137e+01 1.00000000e+00 +4.22750000e+05 5.46050000e+05 1.62000000e+03 3.45696117e+01 1.00000000e+00 +4.22870000e+05 5.46050000e+05 1.62000000e+03 3.21034016e+01 1.00000000e+00 +4.22990000e+05 5.46050000e+05 1.62000000e+03 7.57269843e+00 1.00000000e+00 +4.23110000e+05 5.46050000e+05 1.62000000e+03 -5.22305134e+00 1.00000000e+00 +4.23230000e+05 5.46050000e+05 1.62000000e+03 -6.57056409e+00 1.00000000e+00 +4.22270000e+05 5.46090000e+05 1.62000000e+03 -2.60523002e+00 1.00000000e+00 +4.22390000e+05 5.46090000e+05 1.62000000e+03 -8.11386287e+00 1.00000000e+00 +4.22510000e+05 5.46090000e+05 1.62000000e+03 -5.94142811e+00 1.00000000e+00 +4.22630000e+05 5.46090000e+05 1.62000000e+03 6.49924013e+00 1.00000000e+00 +4.22750000e+05 5.46090000e+05 1.62000000e+03 1.18226417e+01 1.00000000e+00 +4.22870000e+05 5.46090000e+05 1.62000000e+03 8.18274451e+00 1.00000000e+00 +4.22990000e+05 5.46090000e+05 1.62000000e+03 -1.67255343e+00 1.00000000e+00 +4.23110000e+05 5.46090000e+05 1.62000000e+03 -6.42727534e+00 1.00000000e+00 +4.23230000e+05 5.46090000e+05 1.62000000e+03 -5.06364394e+00 1.00000000e+00 +4.22270000e+05 5.46130000e+05 1.62000000e+03 -3.96985274e+00 1.00000000e+00 +4.22390000e+05 5.46130000e+05 1.62000000e+03 -6.90509994e+00 1.00000000e+00 +4.22510000e+05 5.46130000e+05 1.62000000e+03 -5.64715354e+00 1.00000000e+00 +4.22630000e+05 5.46130000e+05 1.62000000e+03 -5.45098626e+00 1.00000000e+00 +4.22750000e+05 5.46130000e+05 1.62000000e+03 -2.12964609e-01 1.00000000e+00 +4.22870000e+05 5.46130000e+05 1.62000000e+03 -2.98935860e+00 1.00000000e+00 +4.22990000e+05 5.46130000e+05 1.62000000e+03 -5.56296846e+00 1.00000000e+00 +4.23110000e+05 5.46130000e+05 1.62000000e+03 -6.76367628e+00 1.00000000e+00 +4.23230000e+05 5.46130000e+05 1.62000000e+03 -5.09687139e+00 1.00000000e+00 +4.22270000e+05 5.46170000e+05 1.62000000e+03 -5.31974664e+00 1.00000000e+00 +4.22390000e+05 5.46170000e+05 1.62000000e+03 -5.39806969e+00 1.00000000e+00 +4.22510000e+05 5.46170000e+05 1.62000000e+03 -5.85391300e+00 1.00000000e+00 +4.22630000e+05 5.46170000e+05 1.62000000e+03 -7.30611528e+00 1.00000000e+00 +4.22750000e+05 5.46170000e+05 1.62000000e+03 -5.84106839e+00 1.00000000e+00 +4.22870000e+05 5.46170000e+05 1.62000000e+03 -4.27727535e+00 1.00000000e+00 +4.22990000e+05 5.46170000e+05 1.62000000e+03 -6.97405825e+00 1.00000000e+00 +4.23110000e+05 5.46170000e+05 1.62000000e+03 -5.88427088e+00 1.00000000e+00 +4.23230000e+05 5.46170000e+05 1.62000000e+03 -4.54154921e+00 1.00000000e+00 +4.22330000e+05 5.45450000e+05 1.62000000e+03 2.71749200e+00 1.00000000e+00 +4.22450000e+05 5.45450000e+05 1.62000000e+03 -1.75162561e+00 1.00000000e+00 +4.22570000e+05 5.45450000e+05 1.62000000e+03 -4.62293860e+00 1.00000000e+00 +4.22690000e+05 5.45450000e+05 1.62000000e+03 -5.39506748e+00 1.00000000e+00 +4.22810000e+05 5.45450000e+05 1.62000000e+03 -3.17222994e+00 1.00000000e+00 +4.22930000e+05 5.45450000e+05 1.62000000e+03 -3.76599924e+00 1.00000000e+00 +4.23050000e+05 5.45450000e+05 1.62000000e+03 -5.10421378e+00 1.00000000e+00 +4.23170000e+05 5.45450000e+05 1.62000000e+03 2.29495764e+00 1.00000000e+00 +4.23290000e+05 5.45450000e+05 1.62000000e+03 1.57312613e+00 1.00000000e+00 +4.22330000e+05 5.45490000e+05 1.62000000e+03 6.24192841e+00 1.00000000e+00 +4.22450000e+05 5.45490000e+05 1.62000000e+03 3.56041362e+00 1.00000000e+00 +4.22570000e+05 5.45490000e+05 1.62000000e+03 -4.85682549e+00 1.00000000e+00 +4.22690000e+05 5.45490000e+05 1.62000000e+03 -2.84747112e+00 1.00000000e+00 +4.22810000e+05 5.45490000e+05 1.62000000e+03 -5.97182445e-01 1.00000000e+00 +4.22930000e+05 5.45490000e+05 1.62000000e+03 -5.45492008e+00 1.00000000e+00 +4.23050000e+05 5.45490000e+05 1.62000000e+03 -1.88260508e+00 1.00000000e+00 +4.23170000e+05 5.45490000e+05 1.62000000e+03 7.19194031e+00 1.00000000e+00 +4.23290000e+05 5.45490000e+05 1.62000000e+03 6.22393452e+00 1.00000000e+00 +4.22330000e+05 5.45530000e+05 1.62000000e+03 1.45745411e+01 1.00000000e+00 +4.22450000e+05 5.45530000e+05 1.62000000e+03 7.55840531e+00 1.00000000e+00 +4.22570000e+05 5.45530000e+05 1.62000000e+03 9.88749611e-01 1.00000000e+00 +4.22690000e+05 5.45530000e+05 1.62000000e+03 3.92709392e+00 1.00000000e+00 +4.22810000e+05 5.45530000e+05 1.62000000e+03 9.79404591e+00 1.00000000e+00 +4.22930000e+05 5.45530000e+05 1.62000000e+03 -1.65279258e+00 1.00000000e+00 +4.23050000e+05 5.45530000e+05 1.62000000e+03 2.09473958e+00 1.00000000e+00 +4.23170000e+05 5.45530000e+05 1.62000000e+03 1.31744736e+01 1.00000000e+00 +4.23290000e+05 5.45530000e+05 1.62000000e+03 9.24385606e+00 1.00000000e+00 +4.22330000e+05 5.45570000e+05 1.62000000e+03 2.17755995e+01 1.00000000e+00 +4.22450000e+05 5.45570000e+05 1.62000000e+03 1.70082001e+01 1.00000000e+00 +4.22570000e+05 5.45570000e+05 1.62000000e+03 2.57202300e+00 1.00000000e+00 +4.22690000e+05 5.45570000e+05 1.62000000e+03 1.57292929e+01 1.00000000e+00 +4.22810000e+05 5.45570000e+05 1.62000000e+03 2.91195056e+01 1.00000000e+00 +4.22930000e+05 5.45570000e+05 1.62000000e+03 4.05090193e+00 1.00000000e+00 +4.23050000e+05 5.45570000e+05 1.62000000e+03 9.41106516e+00 1.00000000e+00 +4.23170000e+05 5.45570000e+05 1.62000000e+03 2.28118711e+01 1.00000000e+00 +4.23290000e+05 5.45570000e+05 1.62000000e+03 1.30536134e+01 1.00000000e+00 +4.22330000e+05 5.45610000e+05 1.62000000e+03 2.45440305e+01 1.00000000e+00 +4.22450000e+05 5.45610000e+05 1.62000000e+03 2.63300113e+01 1.00000000e+00 +4.22570000e+05 5.45610000e+05 1.62000000e+03 9.34257248e+00 1.00000000e+00 +4.22690000e+05 5.45610000e+05 1.62000000e+03 3.14278130e+01 1.00000000e+00 +4.22810000e+05 5.45610000e+05 1.62000000e+03 5.76477717e+01 1.00000000e+00 +4.22930000e+05 5.45610000e+05 1.62000000e+03 1.23097864e+01 1.00000000e+00 +4.23050000e+05 5.45610000e+05 1.62000000e+03 1.70585327e+01 1.00000000e+00 +4.23170000e+05 5.45610000e+05 1.62000000e+03 2.91921933e+01 1.00000000e+00 +4.23290000e+05 5.45610000e+05 1.62000000e+03 1.22742085e+01 1.00000000e+00 +4.22330000e+05 5.45650000e+05 1.62000000e+03 2.33788047e+01 1.00000000e+00 +4.22450000e+05 5.45650000e+05 1.62000000e+03 3.62225644e+01 1.00000000e+00 +4.22570000e+05 5.45650000e+05 1.62000000e+03 1.62763860e+01 1.00000000e+00 +4.22690000e+05 5.45650000e+05 1.62000000e+03 5.03942897e+01 1.00000000e+00 +4.22810000e+05 5.45650000e+05 1.62000000e+03 8.58826331e+01 1.00000000e+00 +4.22930000e+05 5.45650000e+05 1.62000000e+03 2.20256861e+01 1.00000000e+00 +4.23050000e+05 5.45650000e+05 1.62000000e+03 2.68637435e+01 1.00000000e+00 +4.23170000e+05 5.45650000e+05 1.62000000e+03 3.52254828e+01 1.00000000e+00 +4.23290000e+05 5.45650000e+05 1.62000000e+03 1.23839053e+01 1.00000000e+00 +4.22330000e+05 5.45690000e+05 1.62000000e+03 2.09999983e+01 1.00000000e+00 +4.22450000e+05 5.45690000e+05 1.62000000e+03 4.05948844e+01 1.00000000e+00 +4.22570000e+05 5.45690000e+05 1.62000000e+03 2.62685624e+01 1.00000000e+00 +4.22690000e+05 5.45690000e+05 1.62000000e+03 5.83066302e+01 1.00000000e+00 +4.22810000e+05 5.45690000e+05 1.62000000e+03 9.96674467e+01 1.00000000e+00 +4.22930000e+05 5.45690000e+05 1.62000000e+03 2.77257753e+01 1.00000000e+00 +4.23050000e+05 5.45690000e+05 1.62000000e+03 3.67665634e+01 1.00000000e+00 +4.23170000e+05 5.45690000e+05 1.62000000e+03 3.22558527e+01 1.00000000e+00 +4.23290000e+05 5.45690000e+05 1.62000000e+03 9.28086537e+00 1.00000000e+00 +4.22330000e+05 5.45730000e+05 1.62000000e+03 1.32383913e+01 1.00000000e+00 +4.22450000e+05 5.45730000e+05 1.62000000e+03 3.96437642e+01 1.00000000e+00 +4.22570000e+05 5.45730000e+05 1.62000000e+03 3.58812554e+01 1.00000000e+00 +4.22690000e+05 5.45730000e+05 1.62000000e+03 5.18421315e+01 1.00000000e+00 +4.22810000e+05 5.45730000e+05 1.62000000e+03 8.74786799e+01 1.00000000e+00 +4.22930000e+05 5.45730000e+05 1.62000000e+03 2.94748788e+01 1.00000000e+00 +4.23050000e+05 5.45730000e+05 1.62000000e+03 4.47603296e+01 1.00000000e+00 +4.23170000e+05 5.45730000e+05 1.62000000e+03 2.61225502e+01 1.00000000e+00 +4.23290000e+05 5.45730000e+05 1.62000000e+03 5.52582418e+00 1.00000000e+00 +4.22330000e+05 5.45770000e+05 1.62000000e+03 8.43053212e+00 1.00000000e+00 +4.22450000e+05 5.45770000e+05 1.62000000e+03 3.42631107e+01 1.00000000e+00 +4.22570000e+05 5.45770000e+05 1.62000000e+03 4.44514273e+01 1.00000000e+00 +4.22690000e+05 5.45770000e+05 1.62000000e+03 4.17481641e+01 1.00000000e+00 +4.22810000e+05 5.45770000e+05 1.62000000e+03 5.84186791e+01 1.00000000e+00 +4.22930000e+05 5.45770000e+05 1.62000000e+03 3.29294552e+01 1.00000000e+00 +4.23050000e+05 5.45770000e+05 1.62000000e+03 4.76865210e+01 1.00000000e+00 +4.23170000e+05 5.45770000e+05 1.62000000e+03 1.92014974e+01 1.00000000e+00 +4.23290000e+05 5.45770000e+05 1.62000000e+03 1.33047390e+00 1.00000000e+00 +4.22330000e+05 5.45810000e+05 1.62000000e+03 3.18488395e+00 1.00000000e+00 +4.22450000e+05 5.45810000e+05 1.62000000e+03 2.53257763e+01 1.00000000e+00 +4.22570000e+05 5.45810000e+05 1.62000000e+03 5.41330962e+01 1.00000000e+00 +4.22690000e+05 5.45810000e+05 1.62000000e+03 2.99480991e+01 1.00000000e+00 +4.22810000e+05 5.45810000e+05 1.62000000e+03 3.29549532e+01 1.00000000e+00 +4.22930000e+05 5.45810000e+05 1.62000000e+03 3.71129980e+01 1.00000000e+00 +4.23050000e+05 5.45810000e+05 1.62000000e+03 4.29134029e+01 1.00000000e+00 +4.23170000e+05 5.45810000e+05 1.62000000e+03 1.02339452e+01 1.00000000e+00 +4.23290000e+05 5.45810000e+05 1.62000000e+03 -1.17482075e+00 1.00000000e+00 +4.22330000e+05 5.45850000e+05 1.62000000e+03 -2.91913137e+00 1.00000000e+00 +4.22450000e+05 5.45850000e+05 1.62000000e+03 1.73252096e+01 1.00000000e+00 +4.22570000e+05 5.45850000e+05 1.62000000e+03 6.18908931e+01 1.00000000e+00 +4.22690000e+05 5.45850000e+05 1.62000000e+03 2.71625108e+01 1.00000000e+00 +4.22810000e+05 5.45850000e+05 1.62000000e+03 2.12431381e+01 1.00000000e+00 +4.22930000e+05 5.45850000e+05 1.62000000e+03 4.92667630e+01 1.00000000e+00 +4.23050000e+05 5.45850000e+05 1.62000000e+03 4.07867034e+01 1.00000000e+00 +4.23170000e+05 5.45850000e+05 1.62000000e+03 5.51648034e+00 1.00000000e+00 +4.23290000e+05 5.45850000e+05 1.62000000e+03 -5.14723083e+00 1.00000000e+00 +4.22330000e+05 5.45890000e+05 1.62000000e+03 -1.36341308e+00 1.00000000e+00 +4.22450000e+05 5.45890000e+05 1.62000000e+03 1.25056012e+01 1.00000000e+00 +4.22570000e+05 5.45890000e+05 1.62000000e+03 6.56735812e+01 1.00000000e+00 +4.22690000e+05 5.45890000e+05 1.62000000e+03 3.92096071e+01 1.00000000e+00 +4.22810000e+05 5.45890000e+05 1.62000000e+03 2.53777714e+01 1.00000000e+00 +4.22930000e+05 5.45890000e+05 1.62000000e+03 6.42792347e+01 1.00000000e+00 +4.23050000e+05 5.45890000e+05 1.62000000e+03 3.54553895e+01 1.00000000e+00 +4.23170000e+05 5.45890000e+05 1.62000000e+03 6.71248324e-01 1.00000000e+00 +4.23290000e+05 5.45890000e+05 1.62000000e+03 -5.11542071e+00 1.00000000e+00 +4.22330000e+05 5.45930000e+05 1.62000000e+03 -3.01187450e+00 1.00000000e+00 +4.22450000e+05 5.45930000e+05 1.62000000e+03 3.83367362e+00 1.00000000e+00 +4.22570000e+05 5.45930000e+05 1.62000000e+03 6.25820456e+01 1.00000000e+00 +4.22690000e+05 5.45930000e+05 1.62000000e+03 6.02944272e+01 1.00000000e+00 +4.22810000e+05 5.45930000e+05 1.62000000e+03 4.27526824e+01 1.00000000e+00 +4.22930000e+05 5.45930000e+05 1.62000000e+03 7.87214349e+01 1.00000000e+00 +4.23050000e+05 5.45930000e+05 1.62000000e+03 2.52249717e+01 1.00000000e+00 +4.23170000e+05 5.45930000e+05 1.62000000e+03 -3.41838310e+00 1.00000000e+00 +4.23290000e+05 5.45930000e+05 1.62000000e+03 -5.01683106e+00 1.00000000e+00 +4.22330000e+05 5.45970000e+05 1.62000000e+03 -5.25744640e+00 1.00000000e+00 +4.22450000e+05 5.45970000e+05 1.62000000e+03 1.23311906e+00 1.00000000e+00 +4.22570000e+05 5.45970000e+05 1.62000000e+03 4.43972663e+01 1.00000000e+00 +4.22690000e+05 5.45970000e+05 1.62000000e+03 7.37432146e+01 1.00000000e+00 +4.22810000e+05 5.45970000e+05 1.62000000e+03 6.34941871e+01 1.00000000e+00 +4.22930000e+05 5.45970000e+05 1.62000000e+03 7.35952736e+01 1.00000000e+00 +4.23050000e+05 5.45970000e+05 1.62000000e+03 1.41101843e+01 1.00000000e+00 +4.23170000e+05 5.45970000e+05 1.62000000e+03 -4.51115217e+00 1.00000000e+00 +4.23290000e+05 5.45970000e+05 1.62000000e+03 -5.74352973e+00 1.00000000e+00 +4.22330000e+05 5.46010000e+05 1.62000000e+03 -3.93135972e+00 1.00000000e+00 +4.22450000e+05 5.46010000e+05 1.62000000e+03 -3.14542456e+00 1.00000000e+00 +4.22570000e+05 5.46010000e+05 1.62000000e+03 2.39595036e+01 1.00000000e+00 +4.22690000e+05 5.46010000e+05 1.62000000e+03 6.16742139e+01 1.00000000e+00 +4.22810000e+05 5.46010000e+05 1.62000000e+03 6.16660116e+01 1.00000000e+00 +4.22930000e+05 5.46010000e+05 1.62000000e+03 4.73710516e+01 1.00000000e+00 +4.23050000e+05 5.46010000e+05 1.62000000e+03 5.47620276e+00 1.00000000e+00 +4.23170000e+05 5.46010000e+05 1.62000000e+03 -6.00906172e+00 1.00000000e+00 +4.23290000e+05 5.46010000e+05 1.62000000e+03 -6.11253108e+00 1.00000000e+00 +4.22330000e+05 5.46050000e+05 1.62000000e+03 -4.88594683e+00 1.00000000e+00 +4.22450000e+05 5.46050000e+05 1.62000000e+03 -5.93619116e+00 1.00000000e+00 +4.22570000e+05 5.46050000e+05 1.62000000e+03 6.99133578e+00 1.00000000e+00 +4.22690000e+05 5.46050000e+05 1.62000000e+03 3.13415948e+01 1.00000000e+00 +4.22810000e+05 5.46050000e+05 1.62000000e+03 3.55335955e+01 1.00000000e+00 +4.22930000e+05 5.46050000e+05 1.62000000e+03 2.09088089e+01 1.00000000e+00 +4.23050000e+05 5.46050000e+05 1.62000000e+03 -2.96714445e+00 1.00000000e+00 +4.23170000e+05 5.46050000e+05 1.62000000e+03 -7.20763183e+00 1.00000000e+00 +4.23290000e+05 5.46050000e+05 1.62000000e+03 -4.20799878e+00 1.00000000e+00 +4.22330000e+05 5.46090000e+05 1.62000000e+03 -6.22613935e+00 1.00000000e+00 +4.22450000e+05 5.46090000e+05 1.62000000e+03 -6.72647549e+00 1.00000000e+00 +4.22570000e+05 5.46090000e+05 1.62000000e+03 -1.54880436e+00 1.00000000e+00 +4.22690000e+05 5.46090000e+05 1.62000000e+03 9.75775836e+00 1.00000000e+00 +4.22810000e+05 5.46090000e+05 1.62000000e+03 1.20826986e+01 1.00000000e+00 +4.22930000e+05 5.46090000e+05 1.62000000e+03 3.04113025e+00 1.00000000e+00 +4.23050000e+05 5.46090000e+05 1.62000000e+03 -5.78169914e+00 1.00000000e+00 +4.23170000e+05 5.46090000e+05 1.62000000e+03 -6.37140078e+00 1.00000000e+00 +4.23290000e+05 5.46090000e+05 1.62000000e+03 -4.93254878e+00 1.00000000e+00 +4.22330000e+05 5.46130000e+05 1.62000000e+03 -4.74559923e+00 1.00000000e+00 +4.22450000e+05 5.46130000e+05 1.62000000e+03 -7.31107396e+00 1.00000000e+00 +4.22570000e+05 5.46130000e+05 1.62000000e+03 -4.89386289e+00 1.00000000e+00 +4.22690000e+05 5.46130000e+05 1.62000000e+03 -3.23944378e+00 1.00000000e+00 +4.22810000e+05 5.46130000e+05 1.62000000e+03 -4.54637507e-01 1.00000000e+00 +4.22930000e+05 5.46130000e+05 1.62000000e+03 -5.86510503e+00 1.00000000e+00 +4.23050000e+05 5.46130000e+05 1.62000000e+03 -7.78380249e+00 1.00000000e+00 +4.23170000e+05 5.46130000e+05 1.62000000e+03 -5.92536045e+00 1.00000000e+00 +4.23290000e+05 5.46130000e+05 1.62000000e+03 -4.59588925e+00 1.00000000e+00 +4.22330000e+05 5.46170000e+05 1.62000000e+03 -3.59811823e+00 1.00000000e+00 +4.22450000e+05 5.46170000e+05 1.62000000e+03 -5.45719417e+00 1.00000000e+00 +4.22570000e+05 5.46170000e+05 1.62000000e+03 -5.99112663e+00 1.00000000e+00 +4.22690000e+05 5.46170000e+05 1.62000000e+03 -5.79306161e+00 1.00000000e+00 +4.22810000e+05 5.46170000e+05 1.62000000e+03 -5.78573072e+00 1.00000000e+00 +4.22930000e+05 5.46170000e+05 1.62000000e+03 -7.63187297e+00 1.00000000e+00 +4.23050000e+05 5.46170000e+05 1.62000000e+03 -5.93687058e+00 1.00000000e+00 +4.23170000e+05 5.46170000e+05 1.62000000e+03 -2.79263037e+00 1.00000000e+00 +4.23290000e+05 5.46170000e+05 1.62000000e+03 -3.99903861e+00 1.00000000e+00 diff --git a/simpegPF/Dev/Obs_loc.dat b/simpegPF/Dev/Obs_loc.dat new file mode 100644 index 00000000..07b21167 --- /dev/null +++ b/simpegPF/Dev/Obs_loc.dat @@ -0,0 +1,628 @@ + 45 315 50000.00 + -45 135 1.00 +625 +-0.5 -0.5 0.55 +-0.5 -0.458333 0.55 +-0.5 -0.416667 0.55 +-0.5 -0.375 0.55 +-0.5 -0.333333 0.55 +-0.5 -0.291667 0.55 +-0.5 -0.25 0.55 +-0.5 -0.208333 0.55 +-0.5 -0.166667 0.55 +-0.5 -0.125 0.55 +-0.5 -0.0833333 0.55 +-0.5 -0.0416667 0.55 +-0.5 0 0.55 +-0.5 0.0416667 0.55 +-0.5 0.0833333 0.55 +-0.5 0.125 0.55 +-0.5 0.166667 0.55 +-0.5 0.208333 0.55 +-0.5 0.25 0.55 +-0.5 0.291667 0.55 +-0.5 0.333333 0.55 +-0.5 0.375 0.55 +-0.5 0.416667 0.55 +-0.5 0.458333 0.55 +-0.5 0.5 0.55 +-0.458333 -0.5 0.55 +-0.458333 -0.458333 0.55 +-0.458333 -0.416667 0.55 +-0.458333 -0.375 0.55 +-0.458333 -0.333333 0.55 +-0.458333 -0.291667 0.55 +-0.458333 -0.25 0.55 +-0.458333 -0.208333 0.55 +-0.458333 -0.166667 0.55 +-0.458333 -0.125 0.55 +-0.458333 -0.0833333 0.55 +-0.458333 -0.0416667 0.55 +-0.458333 0 0.55 +-0.458333 0.0416667 0.55 +-0.458333 0.0833333 0.55 +-0.458333 0.125 0.55 +-0.458333 0.166667 0.55 +-0.458333 0.208333 0.55 +-0.458333 0.25 0.55 +-0.458333 0.291667 0.55 +-0.458333 0.333333 0.55 +-0.458333 0.375 0.55 +-0.458333 0.416667 0.55 +-0.458333 0.458333 0.55 +-0.458333 0.5 0.55 +-0.416667 -0.5 0.55 +-0.416667 -0.458333 0.55 +-0.416667 -0.416667 0.55 +-0.416667 -0.375 0.55 +-0.416667 -0.333333 0.55 +-0.416667 -0.291667 0.55 +-0.416667 -0.25 0.55 +-0.416667 -0.208333 0.55 +-0.416667 -0.166667 0.55 +-0.416667 -0.125 0.55 +-0.416667 -0.0833333 0.55 +-0.416667 -0.0416667 0.55 +-0.416667 0 0.55 +-0.416667 0.0416667 0.55 +-0.416667 0.0833333 0.55 +-0.416667 0.125 0.55 +-0.416667 0.166667 0.55 +-0.416667 0.208333 0.55 +-0.416667 0.25 0.55 +-0.416667 0.291667 0.55 +-0.416667 0.333333 0.55 +-0.416667 0.375 0.55 +-0.416667 0.416667 0.55 +-0.416667 0.458333 0.55 +-0.416667 0.5 0.55 +-0.375 -0.5 0.55 +-0.375 -0.458333 0.55 +-0.375 -0.416667 0.55 +-0.375 -0.375 0.55 +-0.375 -0.333333 0.55 +-0.375 -0.291667 0.55 +-0.375 -0.25 0.55 +-0.375 -0.208333 0.55 +-0.375 -0.166667 0.55 +-0.375 -0.125 0.55 +-0.375 -0.0833333 0.55 +-0.375 -0.0416667 0.55 +-0.375 0 0.55 +-0.375 0.0416667 0.55 +-0.375 0.0833333 0.55 +-0.375 0.125 0.55 +-0.375 0.166667 0.55 +-0.375 0.208333 0.55 +-0.375 0.25 0.55 +-0.375 0.291667 0.55 +-0.375 0.333333 0.55 +-0.375 0.375 0.55 +-0.375 0.416667 0.55 +-0.375 0.458333 0.55 +-0.375 0.5 0.55 +-0.333333 -0.5 0.55 +-0.333333 -0.458333 0.55 +-0.333333 -0.416667 0.55 +-0.333333 -0.375 0.55 +-0.333333 -0.333333 0.55 +-0.333333 -0.291667 0.55 +-0.333333 -0.25 0.55 +-0.333333 -0.208333 0.55 +-0.333333 -0.166667 0.55 +-0.333333 -0.125 0.55 +-0.333333 -0.0833333 0.55 +-0.333333 -0.0416667 0.55 +-0.333333 0 0.55 +-0.333333 0.0416667 0.55 +-0.333333 0.0833333 0.55 +-0.333333 0.125 0.55 +-0.333333 0.166667 0.55 +-0.333333 0.208333 0.55 +-0.333333 0.25 0.55 +-0.333333 0.291667 0.55 +-0.333333 0.333333 0.55 +-0.333333 0.375 0.55 +-0.333333 0.416667 0.55 +-0.333333 0.458333 0.55 +-0.333333 0.5 0.55 +-0.291667 -0.5 0.55 +-0.291667 -0.458333 0.55 +-0.291667 -0.416667 0.55 +-0.291667 -0.375 0.55 +-0.291667 -0.333333 0.55 +-0.291667 -0.291667 0.55 +-0.291667 -0.25 0.55 +-0.291667 -0.208333 0.55 +-0.291667 -0.166667 0.55 +-0.291667 -0.125 0.55 +-0.291667 -0.0833333 0.55 +-0.291667 -0.0416667 0.55 +-0.291667 0 0.55 +-0.291667 0.0416667 0.55 +-0.291667 0.0833333 0.55 +-0.291667 0.125 0.55 +-0.291667 0.166667 0.55 +-0.291667 0.208333 0.55 +-0.291667 0.25 0.55 +-0.291667 0.291667 0.55 +-0.291667 0.333333 0.55 +-0.291667 0.375 0.55 +-0.291667 0.416667 0.55 +-0.291667 0.458333 0.55 +-0.291667 0.5 0.55 +-0.25 -0.5 0.55 +-0.25 -0.458333 0.55 +-0.25 -0.416667 0.55 +-0.25 -0.375 0.55 +-0.25 -0.333333 0.55 +-0.25 -0.291667 0.55 +-0.25 -0.25 0.55 +-0.25 -0.208333 0.55 +-0.25 -0.166667 0.55 +-0.25 -0.125 0.55 +-0.25 -0.0833333 0.55 +-0.25 -0.0416667 0.55 +-0.25 0 0.55 +-0.25 0.0416667 0.55 +-0.25 0.0833333 0.55 +-0.25 0.125 0.55 +-0.25 0.166667 0.55 +-0.25 0.208333 0.55 +-0.25 0.25 0.55 +-0.25 0.291667 0.55 +-0.25 0.333333 0.55 +-0.25 0.375 0.55 +-0.25 0.416667 0.55 +-0.25 0.458333 0.55 +-0.25 0.5 0.55 +-0.208333 -0.5 0.55 +-0.208333 -0.458333 0.55 +-0.208333 -0.416667 0.55 +-0.208333 -0.375 0.55 +-0.208333 -0.333333 0.55 +-0.208333 -0.291667 0.55 +-0.208333 -0.25 0.55 +-0.208333 -0.208333 0.55 +-0.208333 -0.166667 0.55 +-0.208333 -0.125 0.55 +-0.208333 -0.0833333 0.55 +-0.208333 -0.0416667 0.55 +-0.208333 0 0.55 +-0.208333 0.0416667 0.55 +-0.208333 0.0833333 0.55 +-0.208333 0.125 0.55 +-0.208333 0.166667 0.55 +-0.208333 0.208333 0.55 +-0.208333 0.25 0.55 +-0.208333 0.291667 0.55 +-0.208333 0.333333 0.55 +-0.208333 0.375 0.55 +-0.208333 0.416667 0.55 +-0.208333 0.458333 0.55 +-0.208333 0.5 0.55 +-0.166667 -0.5 0.55 +-0.166667 -0.458333 0.55 +-0.166667 -0.416667 0.55 +-0.166667 -0.375 0.55 +-0.166667 -0.333333 0.55 +-0.166667 -0.291667 0.55 +-0.166667 -0.25 0.55 +-0.166667 -0.208333 0.55 +-0.166667 -0.166667 0.55 +-0.166667 -0.125 0.55 +-0.166667 -0.0833333 0.55 +-0.166667 -0.0416667 0.55 +-0.166667 0 0.55 +-0.166667 0.0416667 0.55 +-0.166667 0.0833333 0.55 +-0.166667 0.125 0.55 +-0.166667 0.166667 0.55 +-0.166667 0.208333 0.55 +-0.166667 0.25 0.55 +-0.166667 0.291667 0.55 +-0.166667 0.333333 0.55 +-0.166667 0.375 0.55 +-0.166667 0.416667 0.55 +-0.166667 0.458333 0.55 +-0.166667 0.5 0.55 +-0.125 -0.5 0.55 +-0.125 -0.458333 0.55 +-0.125 -0.416667 0.55 +-0.125 -0.375 0.55 +-0.125 -0.333333 0.55 +-0.125 -0.291667 0.55 +-0.125 -0.25 0.55 +-0.125 -0.208333 0.55 +-0.125 -0.166667 0.55 +-0.125 -0.125 0.55 +-0.125 -0.0833333 0.55 +-0.125 -0.0416667 0.55 +-0.125 0 0.55 +-0.125 0.0416667 0.55 +-0.125 0.0833333 0.55 +-0.125 0.125 0.55 +-0.125 0.166667 0.55 +-0.125 0.208333 0.55 +-0.125 0.25 0.55 +-0.125 0.291667 0.55 +-0.125 0.333333 0.55 +-0.125 0.375 0.55 +-0.125 0.416667 0.55 +-0.125 0.458333 0.55 +-0.125 0.5 0.55 +-0.0833333 -0.5 0.55 +-0.0833333 -0.458333 0.55 +-0.0833333 -0.416667 0.55 +-0.0833333 -0.375 0.55 +-0.0833333 -0.333333 0.55 +-0.0833333 -0.291667 0.55 +-0.0833333 -0.25 0.55 +-0.0833333 -0.208333 0.55 +-0.0833333 -0.166667 0.55 +-0.0833333 -0.125 0.55 +-0.0833333 -0.0833333 0.55 +-0.0833333 -0.0416667 0.55 +-0.0833333 0 0.55 +-0.0833333 0.0416667 0.55 +-0.0833333 0.0833333 0.55 +-0.0833333 0.125 0.55 +-0.0833333 0.166667 0.55 +-0.0833333 0.208333 0.55 +-0.0833333 0.25 0.55 +-0.0833333 0.291667 0.55 +-0.0833333 0.333333 0.55 +-0.0833333 0.375 0.55 +-0.0833333 0.416667 0.55 +-0.0833333 0.458333 0.55 +-0.0833333 0.5 0.55 +-0.0416667 -0.5 0.55 +-0.0416667 -0.458333 0.55 +-0.0416667 -0.416667 0.55 +-0.0416667 -0.375 0.55 +-0.0416667 -0.333333 0.55 +-0.0416667 -0.291667 0.55 +-0.0416667 -0.25 0.55 +-0.0416667 -0.208333 0.55 +-0.0416667 -0.166667 0.55 +-0.0416667 -0.125 0.55 +-0.0416667 -0.0833333 0.55 +-0.0416667 -0.0416667 0.55 +-0.0416667 0 0.55 +-0.0416667 0.0416667 0.55 +-0.0416667 0.0833333 0.55 +-0.0416667 0.125 0.55 +-0.0416667 0.166667 0.55 +-0.0416667 0.208333 0.55 +-0.0416667 0.25 0.55 +-0.0416667 0.291667 0.55 +-0.0416667 0.333333 0.55 +-0.0416667 0.375 0.55 +-0.0416667 0.416667 0.55 +-0.0416667 0.458333 0.55 +-0.0416667 0.5 0.55 +0 -0.5 0.55 +0 -0.458333 0.55 +0 -0.416667 0.55 +0 -0.375 0.55 +0 -0.333333 0.55 +0 -0.291667 0.55 +0 -0.25 0.55 +0 -0.208333 0.55 +0 -0.166667 0.55 +0 -0.125 0.55 +0 -0.0833333 0.55 +0 -0.0416667 0.55 +0 0 0.55 +0 0.0416667 0.55 +0 0.0833333 0.55 +0 0.125 0.55 +0 0.166667 0.55 +0 0.208333 0.55 +0 0.25 0.55 +0 0.291667 0.55 +0 0.333333 0.55 +0 0.375 0.55 +0 0.416667 0.55 +0 0.458333 0.55 +0 0.5 0.55 +0.0416667 -0.5 0.55 +0.0416667 -0.458333 0.55 +0.0416667 -0.416667 0.55 +0.0416667 -0.375 0.55 +0.0416667 -0.333333 0.55 +0.0416667 -0.291667 0.55 +0.0416667 -0.25 0.55 +0.0416667 -0.208333 0.55 +0.0416667 -0.166667 0.55 +0.0416667 -0.125 0.55 +0.0416667 -0.0833333 0.55 +0.0416667 -0.0416667 0.55 +0.0416667 0 0.55 +0.0416667 0.0416667 0.55 +0.0416667 0.0833333 0.55 +0.0416667 0.125 0.55 +0.0416667 0.166667 0.55 +0.0416667 0.208333 0.55 +0.0416667 0.25 0.55 +0.0416667 0.291667 0.55 +0.0416667 0.333333 0.55 +0.0416667 0.375 0.55 +0.0416667 0.416667 0.55 +0.0416667 0.458333 0.55 +0.0416667 0.5 0.55 +0.0833333 -0.5 0.55 +0.0833333 -0.458333 0.55 +0.0833333 -0.416667 0.55 +0.0833333 -0.375 0.55 +0.0833333 -0.333333 0.55 +0.0833333 -0.291667 0.55 +0.0833333 -0.25 0.55 +0.0833333 -0.208333 0.55 +0.0833333 -0.166667 0.55 +0.0833333 -0.125 0.55 +0.0833333 -0.0833333 0.55 +0.0833333 -0.0416667 0.55 +0.0833333 0 0.55 +0.0833333 0.0416667 0.55 +0.0833333 0.0833333 0.55 +0.0833333 0.125 0.55 +0.0833333 0.166667 0.55 +0.0833333 0.208333 0.55 +0.0833333 0.25 0.55 +0.0833333 0.291667 0.55 +0.0833333 0.333333 0.55 +0.0833333 0.375 0.55 +0.0833333 0.416667 0.55 +0.0833333 0.458333 0.55 +0.0833333 0.5 0.55 +0.125 -0.5 0.55 +0.125 -0.458333 0.55 +0.125 -0.416667 0.55 +0.125 -0.375 0.55 +0.125 -0.333333 0.55 +0.125 -0.291667 0.55 +0.125 -0.25 0.55 +0.125 -0.208333 0.55 +0.125 -0.166667 0.55 +0.125 -0.125 0.55 +0.125 -0.0833333 0.55 +0.125 -0.0416667 0.55 +0.125 0 0.55 +0.125 0.0416667 0.55 +0.125 0.0833333 0.55 +0.125 0.125 0.55 +0.125 0.166667 0.55 +0.125 0.208333 0.55 +0.125 0.25 0.55 +0.125 0.291667 0.55 +0.125 0.333333 0.55 +0.125 0.375 0.55 +0.125 0.416667 0.55 +0.125 0.458333 0.55 +0.125 0.5 0.55 +0.166667 -0.5 0.55 +0.166667 -0.458333 0.55 +0.166667 -0.416667 0.55 +0.166667 -0.375 0.55 +0.166667 -0.333333 0.55 +0.166667 -0.291667 0.55 +0.166667 -0.25 0.55 +0.166667 -0.208333 0.55 +0.166667 -0.166667 0.55 +0.166667 -0.125 0.55 +0.166667 -0.0833333 0.55 +0.166667 -0.0416667 0.55 +0.166667 0 0.55 +0.166667 0.0416667 0.55 +0.166667 0.0833333 0.55 +0.166667 0.125 0.55 +0.166667 0.166667 0.55 +0.166667 0.208333 0.55 +0.166667 0.25 0.55 +0.166667 0.291667 0.55 +0.166667 0.333333 0.55 +0.166667 0.375 0.55 +0.166667 0.416667 0.55 +0.166667 0.458333 0.55 +0.166667 0.5 0.55 +0.208333 -0.5 0.55 +0.208333 -0.458333 0.55 +0.208333 -0.416667 0.55 +0.208333 -0.375 0.55 +0.208333 -0.333333 0.55 +0.208333 -0.291667 0.55 +0.208333 -0.25 0.55 +0.208333 -0.208333 0.55 +0.208333 -0.166667 0.55 +0.208333 -0.125 0.55 +0.208333 -0.0833333 0.55 +0.208333 -0.0416667 0.55 +0.208333 0 0.55 +0.208333 0.0416667 0.55 +0.208333 0.0833333 0.55 +0.208333 0.125 0.55 +0.208333 0.166667 0.55 +0.208333 0.208333 0.55 +0.208333 0.25 0.55 +0.208333 0.291667 0.55 +0.208333 0.333333 0.55 +0.208333 0.375 0.55 +0.208333 0.416667 0.55 +0.208333 0.458333 0.55 +0.208333 0.5 0.55 +0.25 -0.5 0.55 +0.25 -0.458333 0.55 +0.25 -0.416667 0.55 +0.25 -0.375 0.55 +0.25 -0.333333 0.55 +0.25 -0.291667 0.55 +0.25 -0.25 0.55 +0.25 -0.208333 0.55 +0.25 -0.166667 0.55 +0.25 -0.125 0.55 +0.25 -0.0833333 0.55 +0.25 -0.0416667 0.55 +0.25 0 0.55 +0.25 0.0416667 0.55 +0.25 0.0833333 0.55 +0.25 0.125 0.55 +0.25 0.166667 0.55 +0.25 0.208333 0.55 +0.25 0.25 0.55 +0.25 0.291667 0.55 +0.25 0.333333 0.55 +0.25 0.375 0.55 +0.25 0.416667 0.55 +0.25 0.458333 0.55 +0.25 0.5 0.55 +0.291667 -0.5 0.55 +0.291667 -0.458333 0.55 +0.291667 -0.416667 0.55 +0.291667 -0.375 0.55 +0.291667 -0.333333 0.55 +0.291667 -0.291667 0.55 +0.291667 -0.25 0.55 +0.291667 -0.208333 0.55 +0.291667 -0.166667 0.55 +0.291667 -0.125 0.55 +0.291667 -0.0833333 0.55 +0.291667 -0.0416667 0.55 +0.291667 0 0.55 +0.291667 0.0416667 0.55 +0.291667 0.0833333 0.55 +0.291667 0.125 0.55 +0.291667 0.166667 0.55 +0.291667 0.208333 0.55 +0.291667 0.25 0.55 +0.291667 0.291667 0.55 +0.291667 0.333333 0.55 +0.291667 0.375 0.55 +0.291667 0.416667 0.55 +0.291667 0.458333 0.55 +0.291667 0.5 0.55 +0.333333 -0.5 0.55 +0.333333 -0.458333 0.55 +0.333333 -0.416667 0.55 +0.333333 -0.375 0.55 +0.333333 -0.333333 0.55 +0.333333 -0.291667 0.55 +0.333333 -0.25 0.55 +0.333333 -0.208333 0.55 +0.333333 -0.166667 0.55 +0.333333 -0.125 0.55 +0.333333 -0.0833333 0.55 +0.333333 -0.0416667 0.55 +0.333333 0 0.55 +0.333333 0.0416667 0.55 +0.333333 0.0833333 0.55 +0.333333 0.125 0.55 +0.333333 0.166667 0.55 +0.333333 0.208333 0.55 +0.333333 0.25 0.55 +0.333333 0.291667 0.55 +0.333333 0.333333 0.55 +0.333333 0.375 0.55 +0.333333 0.416667 0.55 +0.333333 0.458333 0.55 +0.333333 0.5 0.55 +0.375 -0.5 0.55 +0.375 -0.458333 0.55 +0.375 -0.416667 0.55 +0.375 -0.375 0.55 +0.375 -0.333333 0.55 +0.375 -0.291667 0.55 +0.375 -0.25 0.55 +0.375 -0.208333 0.55 +0.375 -0.166667 0.55 +0.375 -0.125 0.55 +0.375 -0.0833333 0.55 +0.375 -0.0416667 0.55 +0.375 0 0.55 +0.375 0.0416667 0.55 +0.375 0.0833333 0.55 +0.375 0.125 0.55 +0.375 0.166667 0.55 +0.375 0.208333 0.55 +0.375 0.25 0.55 +0.375 0.291667 0.55 +0.375 0.333333 0.55 +0.375 0.375 0.55 +0.375 0.416667 0.55 +0.375 0.458333 0.55 +0.375 0.5 0.55 +0.416667 -0.5 0.55 +0.416667 -0.458333 0.55 +0.416667 -0.416667 0.55 +0.416667 -0.375 0.55 +0.416667 -0.333333 0.55 +0.416667 -0.291667 0.55 +0.416667 -0.25 0.55 +0.416667 -0.208333 0.55 +0.416667 -0.166667 0.55 +0.416667 -0.125 0.55 +0.416667 -0.0833333 0.55 +0.416667 -0.0416667 0.55 +0.416667 0 0.55 +0.416667 0.0416667 0.55 +0.416667 0.0833333 0.55 +0.416667 0.125 0.55 +0.416667 0.166667 0.55 +0.416667 0.208333 0.55 +0.416667 0.25 0.55 +0.416667 0.291667 0.55 +0.416667 0.333333 0.55 +0.416667 0.375 0.55 +0.416667 0.416667 0.55 +0.416667 0.458333 0.55 +0.416667 0.5 0.55 +0.458333 -0.5 0.55 +0.458333 -0.458333 0.55 +0.458333 -0.416667 0.55 +0.458333 -0.375 0.55 +0.458333 -0.333333 0.55 +0.458333 -0.291667 0.55 +0.458333 -0.25 0.55 +0.458333 -0.208333 0.55 +0.458333 -0.166667 0.55 +0.458333 -0.125 0.55 +0.458333 -0.0833333 0.55 +0.458333 -0.0416667 0.55 +0.458333 0 0.55 +0.458333 0.0416667 0.55 +0.458333 0.0833333 0.55 +0.458333 0.125 0.55 +0.458333 0.166667 0.55 +0.458333 0.208333 0.55 +0.458333 0.25 0.55 +0.458333 0.291667 0.55 +0.458333 0.333333 0.55 +0.458333 0.375 0.55 +0.458333 0.416667 0.55 +0.458333 0.458333 0.55 +0.458333 0.5 0.55 +0.5 -0.5 0.55 +0.5 -0.458333 0.55 +0.5 -0.416667 0.55 +0.5 -0.375 0.55 +0.5 -0.333333 0.55 +0.5 -0.291667 0.55 +0.5 -0.25 0.55 +0.5 -0.208333 0.55 +0.5 -0.166667 0.55 +0.5 -0.125 0.55 +0.5 -0.0833333 0.55 +0.5 -0.0416667 0.55 +0.5 0 0.55 +0.5 0.0416667 0.55 +0.5 0.0833333 0.55 +0.5 0.125 0.55 +0.5 0.166667 0.55 +0.5 0.208333 0.55 +0.5 0.25 0.55 +0.5 0.291667 0.55 +0.5 0.333333 0.55 +0.5 0.375 0.55 +0.5 0.416667 0.55 +0.5 0.458333 0.55 +0.5 0.5 0.55 diff --git a/simpegPF/Dev/PYMAG3D_inv.inp b/simpegPF/Dev/PYMAG3D_inv.inp new file mode 100644 index 00000000..cf2efd55 --- /dev/null +++ b/simpegPF/Dev/PYMAG3D_inv.inp @@ -0,0 +1,11 @@ +Mesh_40m.msh ! Mesh file +Obs_IND_GRID_TMI.obs ! Obsfile +null ! Topofile | null +VALUE 1e-4 ! Starting model +VALUE 0 ! Reference model +DEFAULT !..\AzmDip.dat ! Magnetization vector model +DEFAULT ! Cell based weight file +1 ! target chi factor | DEFAULT=1 +1 1 1 1 ! alpha s, x ,y ,z +VALUE 0 1 ! Lower and Upper Bounds for p-component +VALUE 0 2 2 2 1 ! lp-norm for amplitude inversion FILE pqxqyqzr.dat ! Norms VALUE p, qx, qy, qz, r | FILE m-by-5 matrix \ No newline at end of file diff --git a/simpegPF/Dev/Pred.dat b/simpegPF/Dev/Pred.dat new file mode 100644 index 00000000..8e956c1c --- /dev/null +++ b/simpegPF/Dev/Pred.dat @@ -0,0 +1,345 @@ + 90.00 0.00 50000.00 + 90.00 0.00 1.00 +342 +4.222700e+05 5.454500e+05 1.620000e+03 1.232213e+00 1.000000e+00 +4.223900e+05 5.454500e+05 1.620000e+03 1.185450e+00 1.000000e+00 +4.225100e+05 5.454500e+05 1.620000e+03 1.154254e+00 1.000000e+00 +4.226300e+05 5.454500e+05 1.620000e+03 1.135985e+00 1.000000e+00 +4.227500e+05 5.454500e+05 1.620000e+03 1.128898e+00 1.000000e+00 +4.228700e+05 5.454500e+05 1.620000e+03 1.132291e+00 1.000000e+00 +4.229900e+05 5.454500e+05 1.620000e+03 1.146500e+00 1.000000e+00 +4.231100e+05 5.454500e+05 1.620000e+03 1.172910e+00 1.000000e+00 +4.232300e+05 5.454500e+05 1.620000e+03 1.213889e+00 1.000000e+00 +4.222700e+05 5.454900e+05 1.620000e+03 1.216886e+00 1.000000e+00 +4.223900e+05 5.454900e+05 1.620000e+03 1.169356e+00 1.000000e+00 +4.225100e+05 5.454900e+05 1.620000e+03 1.137644e+00 1.000000e+00 +4.226300e+05 5.454900e+05 1.620000e+03 1.119071e+00 1.000000e+00 +4.227500e+05 5.454900e+05 1.620000e+03 1.111866e+00 1.000000e+00 +4.228700e+05 5.454900e+05 1.620000e+03 1.115315e+00 1.000000e+00 +4.229900e+05 5.454900e+05 1.620000e+03 1.129761e+00 1.000000e+00 +4.231100e+05 5.454900e+05 1.620000e+03 1.156609e+00 1.000000e+00 +4.232300e+05 5.454900e+05 1.620000e+03 1.198263e+00 1.000000e+00 +4.222700e+05 5.455300e+05 1.620000e+03 1.203681e+00 1.000000e+00 +4.223900e+05 5.455300e+05 1.620000e+03 1.155484e+00 1.000000e+00 +4.225100e+05 5.455300e+05 1.620000e+03 1.123321e+00 1.000000e+00 +4.226300e+05 5.455300e+05 1.620000e+03 1.104481e+00 1.000000e+00 +4.227500e+05 5.455300e+05 1.620000e+03 1.097172e+00 1.000000e+00 +4.228700e+05 5.455300e+05 1.620000e+03 1.100671e+00 1.000000e+00 +4.229900e+05 5.455300e+05 1.620000e+03 1.115325e+00 1.000000e+00 +4.231100e+05 5.455300e+05 1.620000e+03 1.142557e+00 1.000000e+00 +4.232300e+05 5.455300e+05 1.620000e+03 1.184798e+00 1.000000e+00 +4.222700e+05 5.455700e+05 1.620000e+03 1.192507e+00 1.000000e+00 +4.223900e+05 5.455700e+05 1.620000e+03 1.143742e+00 1.000000e+00 +4.225100e+05 5.455700e+05 1.620000e+03 1.111192e+00 1.000000e+00 +4.226300e+05 5.455700e+05 1.620000e+03 1.092123e+00 1.000000e+00 +4.227500e+05 5.455700e+05 1.620000e+03 1.084725e+00 1.000000e+00 +4.228700e+05 5.455700e+05 1.620000e+03 1.088267e+00 1.000000e+00 +4.229900e+05 5.455700e+05 1.620000e+03 1.103099e+00 1.000000e+00 +4.231100e+05 5.455700e+05 1.620000e+03 1.130660e+00 1.000000e+00 +4.232300e+05 5.455700e+05 1.620000e+03 1.173403e+00 1.000000e+00 +4.222700e+05 5.456100e+05 1.620000e+03 1.183276e+00 1.000000e+00 +4.223900e+05 5.456100e+05 1.620000e+03 1.134039e+00 1.000000e+00 +4.225100e+05 5.456100e+05 1.620000e+03 1.101165e+00 1.000000e+00 +4.226300e+05 5.456100e+05 1.620000e+03 1.081904e+00 1.000000e+00 +4.227500e+05 5.456100e+05 1.620000e+03 1.074431e+00 1.000000e+00 +4.228700e+05 5.456100e+05 1.620000e+03 1.078009e+00 1.000000e+00 +4.229900e+05 5.456100e+05 1.620000e+03 1.092991e+00 1.000000e+00 +4.231100e+05 5.456100e+05 1.620000e+03 1.120827e+00 1.000000e+00 +4.232300e+05 5.456100e+05 1.620000e+03 1.163989e+00 1.000000e+00 +4.222700e+05 5.456500e+05 1.620000e+03 1.175907e+00 1.000000e+00 +4.223900e+05 5.456500e+05 1.620000e+03 1.126290e+00 1.000000e+00 +4.225100e+05 5.456500e+05 1.620000e+03 1.093156e+00 1.000000e+00 +4.226300e+05 5.456500e+05 1.620000e+03 1.073741e+00 1.000000e+00 +4.227500e+05 5.456500e+05 1.620000e+03 1.066207e+00 1.000000e+00 +4.228700e+05 5.456500e+05 1.620000e+03 1.069814e+00 1.000000e+00 +4.229900e+05 5.456500e+05 1.620000e+03 1.084917e+00 1.000000e+00 +4.231100e+05 5.456500e+05 1.620000e+03 1.112975e+00 1.000000e+00 +4.232300e+05 5.456500e+05 1.620000e+03 1.156473e+00 1.000000e+00 +4.222700e+05 5.456900e+05 1.620000e+03 1.170331e+00 1.000000e+00 +4.223900e+05 5.456900e+05 1.620000e+03 1.120426e+00 1.000000e+00 +4.225100e+05 5.456900e+05 1.620000e+03 1.087094e+00 1.000000e+00 +4.226300e+05 5.456900e+05 1.620000e+03 1.067560e+00 1.000000e+00 +4.227500e+05 5.456900e+05 1.620000e+03 1.059979e+00 1.000000e+00 +4.228700e+05 5.456900e+05 1.620000e+03 1.063608e+00 1.000000e+00 +4.229900e+05 5.456900e+05 1.620000e+03 1.078804e+00 1.000000e+00 +4.231100e+05 5.456900e+05 1.620000e+03 1.107031e+00 1.000000e+00 +4.232300e+05 5.456900e+05 1.620000e+03 1.150785e+00 1.000000e+00 +4.222700e+05 5.457300e+05 1.620000e+03 1.166494e+00 1.000000e+00 +4.223900e+05 5.457300e+05 1.620000e+03 1.116389e+00 1.000000e+00 +4.225100e+05 5.457300e+05 1.620000e+03 1.082920e+00 1.000000e+00 +4.226300e+05 5.457300e+05 1.620000e+03 1.063303e+00 1.000000e+00 +4.227500e+05 5.457300e+05 1.620000e+03 1.055691e+00 1.000000e+00 +4.228700e+05 5.457300e+05 1.620000e+03 1.059335e+00 1.000000e+00 +4.229900e+05 5.457300e+05 1.620000e+03 1.074596e+00 1.000000e+00 +4.231100e+05 5.457300e+05 1.620000e+03 1.102940e+00 1.000000e+00 +4.232300e+05 5.457300e+05 1.620000e+03 1.146870e+00 1.000000e+00 +4.222700e+05 5.457700e+05 1.620000e+03 1.164356e+00 1.000000e+00 +4.223900e+05 5.457700e+05 1.620000e+03 1.114140e+00 1.000000e+00 +4.225100e+05 5.457700e+05 1.620000e+03 1.080594e+00 1.000000e+00 +4.226300e+05 5.457700e+05 1.620000e+03 1.060932e+00 1.000000e+00 +4.227500e+05 5.457700e+05 1.620000e+03 1.053302e+00 1.000000e+00 +4.228700e+05 5.457700e+05 1.620000e+03 1.056954e+00 1.000000e+00 +4.229900e+05 5.457700e+05 1.620000e+03 1.072251e+00 1.000000e+00 +4.231100e+05 5.457700e+05 1.620000e+03 1.100660e+00 1.000000e+00 +4.232300e+05 5.457700e+05 1.620000e+03 1.144690e+00 1.000000e+00 +4.222700e+05 5.458100e+05 1.620000e+03 1.163896e+00 1.000000e+00 +4.223900e+05 5.458100e+05 1.620000e+03 1.113656e+00 1.000000e+00 +4.225100e+05 5.458100e+05 1.620000e+03 1.080094e+00 1.000000e+00 +4.226300e+05 5.458100e+05 1.620000e+03 1.060422e+00 1.000000e+00 +4.227500e+05 5.458100e+05 1.620000e+03 1.052788e+00 1.000000e+00 +4.228700e+05 5.458100e+05 1.620000e+03 1.056442e+00 1.000000e+00 +4.229900e+05 5.458100e+05 1.620000e+03 1.071746e+00 1.000000e+00 +4.231100e+05 5.458100e+05 1.620000e+03 1.100170e+00 1.000000e+00 +4.232300e+05 5.458100e+05 1.620000e+03 1.144220e+00 1.000000e+00 +4.222700e+05 5.458500e+05 1.620000e+03 1.165109e+00 1.000000e+00 +4.223900e+05 5.458500e+05 1.620000e+03 1.114933e+00 1.000000e+00 +4.225100e+05 5.458500e+05 1.620000e+03 1.081414e+00 1.000000e+00 +4.226300e+05 5.458500e+05 1.620000e+03 1.061768e+00 1.000000e+00 +4.227500e+05 5.458500e+05 1.620000e+03 1.054144e+00 1.000000e+00 +4.228700e+05 5.458500e+05 1.620000e+03 1.057794e+00 1.000000e+00 +4.229900e+05 5.458500e+05 1.620000e+03 1.073077e+00 1.000000e+00 +4.231100e+05 5.458500e+05 1.620000e+03 1.101464e+00 1.000000e+00 +4.232300e+05 5.458500e+05 1.620000e+03 1.145458e+00 1.000000e+00 +4.222700e+05 5.458900e+05 1.620000e+03 1.168008e+00 1.000000e+00 +4.223900e+05 5.458900e+05 1.620000e+03 1.117982e+00 1.000000e+00 +4.225100e+05 5.458900e+05 1.620000e+03 1.084567e+00 1.000000e+00 +4.226300e+05 5.458900e+05 1.620000e+03 1.064983e+00 1.000000e+00 +4.227500e+05 5.458900e+05 1.620000e+03 1.057384e+00 1.000000e+00 +4.228700e+05 5.458900e+05 1.620000e+03 1.061022e+00 1.000000e+00 +4.229900e+05 5.458900e+05 1.620000e+03 1.076257e+00 1.000000e+00 +4.231100e+05 5.458900e+05 1.620000e+03 1.104555e+00 1.000000e+00 +4.232300e+05 5.458900e+05 1.620000e+03 1.148415e+00 1.000000e+00 +4.222700e+05 5.459300e+05 1.620000e+03 1.172622e+00 1.000000e+00 +4.223900e+05 5.459300e+05 1.620000e+03 1.122836e+00 1.000000e+00 +4.225100e+05 5.459300e+05 1.620000e+03 1.089585e+00 1.000000e+00 +4.226300e+05 5.459300e+05 1.620000e+03 1.070100e+00 1.000000e+00 +4.227500e+05 5.459300e+05 1.620000e+03 1.062539e+00 1.000000e+00 +4.228700e+05 5.459300e+05 1.620000e+03 1.066158e+00 1.000000e+00 +4.229900e+05 5.459300e+05 1.620000e+03 1.081316e+00 1.000000e+00 +4.231100e+05 5.459300e+05 1.620000e+03 1.109474e+00 1.000000e+00 +4.232300e+05 5.459300e+05 1.620000e+03 1.153122e+00 1.000000e+00 +4.222700e+05 5.459700e+05 1.620000e+03 1.178997e+00 1.000000e+00 +4.223900e+05 5.459700e+05 1.620000e+03 1.129540e+00 1.000000e+00 +4.225100e+05 5.459700e+05 1.620000e+03 1.096515e+00 1.000000e+00 +4.226300e+05 5.459700e+05 1.620000e+03 1.077165e+00 1.000000e+00 +4.227500e+05 5.459700e+05 1.620000e+03 1.069657e+00 1.000000e+00 +4.228700e+05 5.459700e+05 1.620000e+03 1.073251e+00 1.000000e+00 +4.229900e+05 5.459700e+05 1.620000e+03 1.088304e+00 1.000000e+00 +4.231100e+05 5.459700e+05 1.620000e+03 1.116268e+00 1.000000e+00 +4.232300e+05 5.459700e+05 1.620000e+03 1.159625e+00 1.000000e+00 +4.222700e+05 5.460100e+05 1.620000e+03 1.187195e+00 1.000000e+00 +4.223900e+05 5.460100e+05 1.620000e+03 1.138159e+00 1.000000e+00 +4.225100e+05 5.460100e+05 1.620000e+03 1.105423e+00 1.000000e+00 +4.226300e+05 5.460100e+05 1.620000e+03 1.086244e+00 1.000000e+00 +4.227500e+05 5.460100e+05 1.620000e+03 1.078803e+00 1.000000e+00 +4.228700e+05 5.460100e+05 1.620000e+03 1.082365e+00 1.000000e+00 +4.229900e+05 5.460100e+05 1.620000e+03 1.097283e+00 1.000000e+00 +4.231100e+05 5.460100e+05 1.620000e+03 1.125002e+00 1.000000e+00 +4.232300e+05 5.460100e+05 1.620000e+03 1.167986e+00 1.000000e+00 +4.222700e+05 5.460500e+05 1.620000e+03 1.197289e+00 1.000000e+00 +4.223900e+05 5.460500e+05 1.620000e+03 1.148769e+00 1.000000e+00 +4.225100e+05 5.460500e+05 1.620000e+03 1.116384e+00 1.000000e+00 +4.226300e+05 5.460500e+05 1.620000e+03 1.097414e+00 1.000000e+00 +4.227500e+05 5.460500e+05 1.620000e+03 1.090054e+00 1.000000e+00 +4.228700e+05 5.460500e+05 1.620000e+03 1.093577e+00 1.000000e+00 +4.229900e+05 5.460500e+05 1.620000e+03 1.108333e+00 1.000000e+00 +4.231100e+05 5.460500e+05 1.620000e+03 1.135753e+00 1.000000e+00 +4.232300e+05 5.460500e+05 1.620000e+03 1.178281e+00 1.000000e+00 +4.222700e+05 5.460900e+05 1.620000e+03 1.209366e+00 1.000000e+00 +4.223900e+05 5.460900e+05 1.620000e+03 1.161458e+00 1.000000e+00 +4.225100e+05 5.460900e+05 1.620000e+03 1.129489e+00 1.000000e+00 +4.226300e+05 5.460900e+05 1.620000e+03 1.110765e+00 1.000000e+00 +4.227500e+05 5.460900e+05 1.620000e+03 1.103501e+00 1.000000e+00 +4.228700e+05 5.460900e+05 1.620000e+03 1.106978e+00 1.000000e+00 +4.229900e+05 5.460900e+05 1.620000e+03 1.121542e+00 1.000000e+00 +4.231100e+05 5.460900e+05 1.620000e+03 1.148608e+00 1.000000e+00 +4.232300e+05 5.460900e+05 1.620000e+03 1.190596e+00 1.000000e+00 +4.222700e+05 5.461300e+05 1.620000e+03 1.223515e+00 1.000000e+00 +4.223900e+05 5.461300e+05 1.620000e+03 1.176318e+00 1.000000e+00 +4.225100e+05 5.461300e+05 1.620000e+03 1.144830e+00 1.000000e+00 +4.226300e+05 5.461300e+05 1.620000e+03 1.126389e+00 1.000000e+00 +4.227500e+05 5.461300e+05 1.620000e+03 1.119236e+00 1.000000e+00 +4.228700e+05 5.461300e+05 1.620000e+03 1.122660e+00 1.000000e+00 +4.229900e+05 5.461300e+05 1.620000e+03 1.137004e+00 1.000000e+00 +4.231100e+05 5.461300e+05 1.620000e+03 1.163661e+00 1.000000e+00 +4.232300e+05 5.461300e+05 1.620000e+03 1.205022e+00 1.000000e+00 +4.222700e+05 5.461700e+05 1.620000e+03 1.239824e+00 1.000000e+00 +4.223900e+05 5.461700e+05 1.620000e+03 1.193439e+00 1.000000e+00 +4.225100e+05 5.461700e+05 1.620000e+03 1.162497e+00 1.000000e+00 +4.226300e+05 5.461700e+05 1.620000e+03 1.144378e+00 1.000000e+00 +4.227500e+05 5.461700e+05 1.620000e+03 1.137349e+00 1.000000e+00 +4.228700e+05 5.461700e+05 1.620000e+03 1.140714e+00 1.000000e+00 +4.229900e+05 5.461700e+05 1.620000e+03 1.154807e+00 1.000000e+00 +4.231100e+05 5.461700e+05 1.620000e+03 1.181001e+00 1.000000e+00 +4.232300e+05 5.461700e+05 1.620000e+03 1.221648e+00 1.000000e+00 +4.223300e+05 5.454500e+05 1.620000e+03 1.206699e+00 1.000000e+00 +4.224500e+05 5.454500e+05 1.620000e+03 1.168087e+00 1.000000e+00 +4.225700e+05 5.454500e+05 1.620000e+03 1.143637e+00 1.000000e+00 +4.226900e+05 5.454500e+05 1.620000e+03 1.131112e+00 1.000000e+00 +4.228100e+05 5.454500e+05 1.620000e+03 1.129288e+00 1.000000e+00 +4.229300e+05 5.454500e+05 1.620000e+03 1.137982e+00 1.000000e+00 +4.230500e+05 5.454500e+05 1.620000e+03 1.158053e+00 1.000000e+00 +4.231700e+05 5.454500e+05 1.620000e+03 1.191399e+00 1.000000e+00 +4.232900e+05 5.454500e+05 1.620000e+03 1.240750e+00 1.000000e+00 +4.223300e+05 5.454900e+05 1.620000e+03 1.190956e+00 1.000000e+00 +4.224500e+05 5.454900e+05 1.620000e+03 1.151707e+00 1.000000e+00 +4.225700e+05 5.454900e+05 1.620000e+03 1.126850e+00 1.000000e+00 +4.226900e+05 5.454900e+05 1.620000e+03 1.114117e+00 1.000000e+00 +4.228100e+05 5.454900e+05 1.620000e+03 1.112262e+00 1.000000e+00 +4.229300e+05 5.454900e+05 1.620000e+03 1.121101e+00 1.000000e+00 +4.230500e+05 5.454900e+05 1.620000e+03 1.141506e+00 1.000000e+00 +4.231700e+05 5.454900e+05 1.620000e+03 1.175404e+00 1.000000e+00 +4.232900e+05 5.454900e+05 1.620000e+03 1.225562e+00 1.000000e+00 +4.223300e+05 5.455300e+05 1.620000e+03 1.177388e+00 1.000000e+00 +4.224500e+05 5.455300e+05 1.620000e+03 1.137585e+00 1.000000e+00 +4.225700e+05 5.455300e+05 1.620000e+03 1.112372e+00 1.000000e+00 +4.226900e+05 5.455300e+05 1.620000e+03 1.099456e+00 1.000000e+00 +4.228100e+05 5.455300e+05 1.620000e+03 1.097574e+00 1.000000e+00 +4.229300e+05 5.455300e+05 1.620000e+03 1.106540e+00 1.000000e+00 +4.230500e+05 5.455300e+05 1.620000e+03 1.127238e+00 1.000000e+00 +4.231700e+05 5.455300e+05 1.620000e+03 1.161618e+00 1.000000e+00 +4.232900e+05 5.455300e+05 1.620000e+03 1.212477e+00 1.000000e+00 +4.223300e+05 5.455700e+05 1.620000e+03 1.165906e+00 1.000000e+00 +4.224500e+05 5.455700e+05 1.620000e+03 1.125628e+00 1.000000e+00 +4.225700e+05 5.455700e+05 1.620000e+03 1.100110e+00 1.000000e+00 +4.226900e+05 5.455700e+05 1.620000e+03 1.087036e+00 1.000000e+00 +4.228100e+05 5.455700e+05 1.620000e+03 1.085132e+00 1.000000e+00 +4.229300e+05 5.455700e+05 1.620000e+03 1.094207e+00 1.000000e+00 +4.230500e+05 5.455700e+05 1.620000e+03 1.115157e+00 1.000000e+00 +4.231700e+05 5.455700e+05 1.620000e+03 1.149949e+00 1.000000e+00 +4.232900e+05 5.455700e+05 1.620000e+03 1.201406e+00 1.000000e+00 +4.223300e+05 5.456100e+05 1.620000e+03 1.156419e+00 1.000000e+00 +4.224500e+05 5.456100e+05 1.620000e+03 1.115745e+00 1.000000e+00 +4.225700e+05 5.456100e+05 1.620000e+03 1.089972e+00 1.000000e+00 +4.226900e+05 5.456100e+05 1.620000e+03 1.076766e+00 1.000000e+00 +4.228100e+05 5.456100e+05 1.620000e+03 1.074842e+00 1.000000e+00 +4.229300e+05 5.456100e+05 1.620000e+03 1.084010e+00 1.000000e+00 +4.230500e+05 5.456100e+05 1.620000e+03 1.105170e+00 1.000000e+00 +4.231700e+05 5.456100e+05 1.620000e+03 1.140306e+00 1.000000e+00 +4.232900e+05 5.456100e+05 1.620000e+03 1.192260e+00 1.000000e+00 +4.223300e+05 5.456500e+05 1.620000e+03 1.148845e+00 1.000000e+00 +4.224500e+05 5.456500e+05 1.620000e+03 1.107853e+00 1.000000e+00 +4.225700e+05 5.456500e+05 1.620000e+03 1.081874e+00 1.000000e+00 +4.226900e+05 5.456500e+05 1.620000e+03 1.068561e+00 1.000000e+00 +4.228100e+05 5.456500e+05 1.620000e+03 1.066621e+00 1.000000e+00 +4.229300e+05 5.456500e+05 1.620000e+03 1.075863e+00 1.000000e+00 +4.230500e+05 5.456500e+05 1.620000e+03 1.097193e+00 1.000000e+00 +4.231700e+05 5.456500e+05 1.620000e+03 1.132606e+00 1.000000e+00 +4.232900e+05 5.456500e+05 1.620000e+03 1.184959e+00 1.000000e+00 +4.223300e+05 5.456900e+05 1.620000e+03 1.143113e+00 1.000000e+00 +4.224500e+05 5.456900e+05 1.620000e+03 1.101879e+00 1.000000e+00 +4.225700e+05 5.456900e+05 1.620000e+03 1.075742e+00 1.000000e+00 +4.226900e+05 5.456900e+05 1.620000e+03 1.062348e+00 1.000000e+00 +4.228100e+05 5.456900e+05 1.620000e+03 1.060396e+00 1.000000e+00 +4.229300e+05 5.456900e+05 1.620000e+03 1.069695e+00 1.000000e+00 +4.230500e+05 5.456900e+05 1.620000e+03 1.091155e+00 1.000000e+00 +4.231700e+05 5.456900e+05 1.620000e+03 1.126779e+00 1.000000e+00 +4.232900e+05 5.456900e+05 1.620000e+03 1.179434e+00 1.000000e+00 +4.223300e+05 5.457300e+05 1.620000e+03 1.139167e+00 1.000000e+00 +4.224500e+05 5.457300e+05 1.620000e+03 1.097766e+00 1.000000e+00 +4.225700e+05 5.457300e+05 1.620000e+03 1.071521e+00 1.000000e+00 +4.226900e+05 5.457300e+05 1.620000e+03 1.058070e+00 1.000000e+00 +4.228100e+05 5.457300e+05 1.620000e+03 1.056110e+00 1.000000e+00 +4.229300e+05 5.457300e+05 1.620000e+03 1.065448e+00 1.000000e+00 +4.230500e+05 5.457300e+05 1.620000e+03 1.086998e+00 1.000000e+00 +4.231700e+05 5.457300e+05 1.620000e+03 1.122768e+00 1.000000e+00 +4.232900e+05 5.457300e+05 1.620000e+03 1.175633e+00 1.000000e+00 +4.223300e+05 5.457700e+05 1.620000e+03 1.136969e+00 1.000000e+00 +4.224500e+05 5.457700e+05 1.620000e+03 1.095474e+00 1.000000e+00 +4.225700e+05 5.457700e+05 1.620000e+03 1.069169e+00 1.000000e+00 +4.226900e+05 5.457700e+05 1.620000e+03 1.055686e+00 1.000000e+00 +4.228100e+05 5.457700e+05 1.620000e+03 1.053721e+00 1.000000e+00 +4.229300e+05 5.457700e+05 1.620000e+03 1.063081e+00 1.000000e+00 +4.230500e+05 5.457700e+05 1.620000e+03 1.084681e+00 1.000000e+00 +4.231700e+05 5.457700e+05 1.620000e+03 1.120534e+00 1.000000e+00 +4.232900e+05 5.457700e+05 1.620000e+03 1.173515e+00 1.000000e+00 +4.223300e+05 5.458100e+05 1.620000e+03 1.136497e+00 1.000000e+00 +4.224500e+05 5.458100e+05 1.620000e+03 1.094982e+00 1.000000e+00 +4.225700e+05 5.458100e+05 1.620000e+03 1.068663e+00 1.000000e+00 +4.226900e+05 5.458100e+05 1.620000e+03 1.055173e+00 1.000000e+00 +4.228100e+05 5.458100e+05 1.620000e+03 1.053207e+00 1.000000e+00 +4.229300e+05 5.458100e+05 1.620000e+03 1.062572e+00 1.000000e+00 +4.230500e+05 5.458100e+05 1.620000e+03 1.084183e+00 1.000000e+00 +4.231700e+05 5.458100e+05 1.620000e+03 1.120053e+00 1.000000e+00 +4.232900e+05 5.458100e+05 1.620000e+03 1.173059e+00 1.000000e+00 +4.223300e+05 5.458500e+05 1.620000e+03 1.137744e+00 1.000000e+00 +4.224500e+05 5.458500e+05 1.620000e+03 1.096282e+00 1.000000e+00 +4.225700e+05 5.458500e+05 1.620000e+03 1.069998e+00 1.000000e+00 +4.226900e+05 5.458500e+05 1.620000e+03 1.056526e+00 1.000000e+00 +4.228100e+05 5.458500e+05 1.620000e+03 1.054563e+00 1.000000e+00 +4.229300e+05 5.458500e+05 1.620000e+03 1.063915e+00 1.000000e+00 +4.230500e+05 5.458500e+05 1.620000e+03 1.085498e+00 1.000000e+00 +4.231700e+05 5.458500e+05 1.620000e+03 1.121321e+00 1.000000e+00 +4.232900e+05 5.458500e+05 1.620000e+03 1.174261e+00 1.000000e+00 +4.223300e+05 5.458900e+05 1.620000e+03 1.140725e+00 1.000000e+00 +4.224500e+05 5.458900e+05 1.620000e+03 1.099389e+00 1.000000e+00 +4.225700e+05 5.458900e+05 1.620000e+03 1.073187e+00 1.000000e+00 +4.226900e+05 5.458900e+05 1.620000e+03 1.059758e+00 1.000000e+00 +4.228100e+05 5.458900e+05 1.620000e+03 1.057802e+00 1.000000e+00 +4.229300e+05 5.458900e+05 1.620000e+03 1.067124e+00 1.000000e+00 +4.230500e+05 5.458900e+05 1.620000e+03 1.088638e+00 1.000000e+00 +4.231700e+05 5.458900e+05 1.620000e+03 1.124351e+00 1.000000e+00 +4.232900e+05 5.458900e+05 1.620000e+03 1.177133e+00 1.000000e+00 +4.223300e+05 5.459300e+05 1.620000e+03 1.145468e+00 1.000000e+00 +4.224500e+05 5.459300e+05 1.620000e+03 1.104334e+00 1.000000e+00 +4.225700e+05 5.459300e+05 1.620000e+03 1.078262e+00 1.000000e+00 +4.226900e+05 5.459300e+05 1.620000e+03 1.064901e+00 1.000000e+00 +4.228100e+05 5.459300e+05 1.620000e+03 1.062955e+00 1.000000e+00 +4.229300e+05 5.459300e+05 1.620000e+03 1.072230e+00 1.000000e+00 +4.230500e+05 5.459300e+05 1.620000e+03 1.093636e+00 1.000000e+00 +4.231700e+05 5.459300e+05 1.620000e+03 1.129174e+00 1.000000e+00 +4.232900e+05 5.459300e+05 1.620000e+03 1.181704e+00 1.000000e+00 +4.223300e+05 5.459700e+05 1.620000e+03 1.152021e+00 1.000000e+00 +4.224500e+05 5.459700e+05 1.620000e+03 1.111163e+00 1.000000e+00 +4.225700e+05 5.459700e+05 1.620000e+03 1.085271e+00 1.000000e+00 +4.226900e+05 5.459700e+05 1.620000e+03 1.072003e+00 1.000000e+00 +4.228100e+05 5.459700e+05 1.620000e+03 1.070070e+00 1.000000e+00 +4.229300e+05 5.459700e+05 1.620000e+03 1.079280e+00 1.000000e+00 +4.230500e+05 5.459700e+05 1.620000e+03 1.100539e+00 1.000000e+00 +4.231700e+05 5.459700e+05 1.620000e+03 1.135836e+00 1.000000e+00 +4.232900e+05 5.459700e+05 1.620000e+03 1.188021e+00 1.000000e+00 +4.223300e+05 5.460100e+05 1.620000e+03 1.160447e+00 1.000000e+00 +4.224500e+05 5.460100e+05 1.620000e+03 1.119941e+00 1.000000e+00 +4.225700e+05 5.460100e+05 1.620000e+03 1.094277e+00 1.000000e+00 +4.226900e+05 5.460100e+05 1.620000e+03 1.081127e+00 1.000000e+00 +4.228100e+05 5.460100e+05 1.620000e+03 1.079212e+00 1.000000e+00 +4.229300e+05 5.460100e+05 1.620000e+03 1.088340e+00 1.000000e+00 +4.230500e+05 5.460100e+05 1.620000e+03 1.109410e+00 1.000000e+00 +4.231700e+05 5.460100e+05 1.620000e+03 1.144400e+00 1.000000e+00 +4.232900e+05 5.460100e+05 1.620000e+03 1.196142e+00 1.000000e+00 +4.223300e+05 5.460500e+05 1.620000e+03 1.170821e+00 1.000000e+00 +4.224500e+05 5.460500e+05 1.620000e+03 1.130746e+00 1.000000e+00 +4.225700e+05 5.460500e+05 1.620000e+03 1.105360e+00 1.000000e+00 +4.226900e+05 5.460500e+05 1.620000e+03 1.092354e+00 1.000000e+00 +4.228100e+05 5.460500e+05 1.620000e+03 1.090459e+00 1.000000e+00 +4.229300e+05 5.460500e+05 1.620000e+03 1.099487e+00 1.000000e+00 +4.230500e+05 5.460500e+05 1.620000e+03 1.120329e+00 1.000000e+00 +4.231700e+05 5.460500e+05 1.620000e+03 1.154944e+00 1.000000e+00 +4.232900e+05 5.460500e+05 1.620000e+03 1.206144e+00 1.000000e+00 +4.223300e+05 5.460900e+05 1.620000e+03 1.183230e+00 1.000000e+00 +4.224500e+05 5.460900e+05 1.620000e+03 1.143666e+00 1.000000e+00 +4.225700e+05 5.460900e+05 1.620000e+03 1.118607e+00 1.000000e+00 +4.226900e+05 5.460900e+05 1.620000e+03 1.105770e+00 1.000000e+00 +4.228100e+05 5.460900e+05 1.620000e+03 1.103900e+00 1.000000e+00 +4.229300e+05 5.460900e+05 1.620000e+03 1.112811e+00 1.000000e+00 +4.230500e+05 5.460900e+05 1.620000e+03 1.133382e+00 1.000000e+00 +4.231700e+05 5.460900e+05 1.620000e+03 1.167554e+00 1.000000e+00 +4.232900e+05 5.460900e+05 1.620000e+03 1.218111e+00 1.000000e+00 +4.223300e+05 5.461300e+05 1.620000e+03 1.197766e+00 1.000000e+00 +4.224500e+05 5.461300e+05 1.620000e+03 1.158793e+00 1.000000e+00 +4.225700e+05 5.461300e+05 1.620000e+03 1.134113e+00 1.000000e+00 +4.226900e+05 5.461300e+05 1.620000e+03 1.121471e+00 1.000000e+00 +4.228100e+05 5.461300e+05 1.620000e+03 1.119629e+00 1.000000e+00 +4.229300e+05 5.461300e+05 1.620000e+03 1.128405e+00 1.000000e+00 +4.230500e+05 5.461300e+05 1.620000e+03 1.148665e+00 1.000000e+00 +4.231700e+05 5.461300e+05 1.620000e+03 1.182323e+00 1.000000e+00 +4.232900e+05 5.461300e+05 1.620000e+03 1.232131e+00 1.000000e+00 +4.223300e+05 5.461700e+05 1.620000e+03 1.214517e+00 1.000000e+00 +4.224500e+05 5.461700e+05 1.620000e+03 1.176218e+00 1.000000e+00 +4.225700e+05 5.461700e+05 1.620000e+03 1.151967e+00 1.000000e+00 +4.226900e+05 5.461700e+05 1.620000e+03 1.139545e+00 1.000000e+00 +4.228100e+05 5.461700e+05 1.620000e+03 1.137735e+00 1.000000e+00 +4.229300e+05 5.461700e+05 1.620000e+03 1.146358e+00 1.000000e+00 +4.230500e+05 5.461700e+05 1.620000e+03 1.166266e+00 1.000000e+00 +4.231700e+05 5.461700e+05 1.620000e+03 1.199340e+00 1.000000e+00 +4.232900e+05 5.461700e+05 1.620000e+03 1.248292e+00 1.000000e+00 diff --git a/simpegPF/Dev/SimPEG_inv.sus b/simpegPF/Dev/SimPEG_inv.sus new file mode 100644 index 00000000..d6ac8048 --- /dev/null +++ b/simpegPF/Dev/SimPEG_inv.sus @@ -0,0 +1,14136 @@ +2.016170321909063984e-04 +1.876637232517168127e-04 +2.058727728660781665e-04 +2.094601457971432016e-04 +2.096248901498325851e-04 +2.089636776280984340e-04 +2.072538434030793528e-04 +2.042146442691215120e-04 +1.996233449319668150e-04 +1.934364233280907986e-04 +1.892617152883558111e-04 +2.054976721373021563e-04 +1.542374068444620579e-04 +1.421197503252669646e-04 +1.569506356187712597e-04 +1.590584677723015053e-04 +1.592343034086961576e-04 +1.586528032972066239e-04 +1.570415086969922339e-04 +1.541410387998978922e-04 +1.497626976572362693e-04 +1.438344357382662347e-04 +1.380541035706185019e-04 +1.484487667310294145e-04 +1.445230573299462358e-04 +1.335094451238817356e-04 +1.461602110300311470e-04 +1.472905732073745042e-04 +1.464120346491882023e-04 +1.445551475920607933e-04 +1.414795479871794695e-04 +1.369834605465797945e-04 +1.309519145818316280e-04 +1.233867030998890340e-04 +1.157416212190523838e-04 +1.199501655163659280e-04 +1.464057815416106760e-04 +1.345258647395104160e-04 +1.463288855000653482e-04 +1.459535002886138300e-04 +1.432268580606162265e-04 +1.392390577941862793e-04 +1.338542870486393436e-04 +1.269916653606344452e-04 +1.186563286761907531e-04 +1.089511083058450266e-04 +9.923728527061471928e-05 +9.930641080650215219e-05 +1.534186032479605097e-04 +1.399269952927336346e-04 +1.511925567753334373e-04 +1.489653042220962257e-04 +1.439408755429878088e-04 +1.373822237503491883e-04 +1.293099790377492595e-04 +1.197998726372917006e-04 +1.089932697795210881e-04 +9.709247390480072164e-05 +8.539396029260498363e-05 +8.192265384517717153e-05 +1.698681169809954951e-04 +1.538281705170736378e-04 +1.647547237233097715e-04 +1.600931471778378561e-04 +1.518411381734271527e-04 +1.417226825199586777e-04 +1.299899619059084461e-04 +1.169254391559775702e-04 +1.028351567627258884e-04 +8.803486236754953982e-05 +7.389774697248835378e-05 +6.632255750581762691e-05 +1.839088066509402051e-04 +1.649852304398528890e-04 +1.748112532365118964e-04 +1.668869791815440218e-04 +1.547807608979548920e-04 +1.406021260833343722e-04 +1.248958040296115556e-04 +1.081844550967332405e-04 +9.094070747119938774e-05 +7.356600751758427242e-05 +5.727228906972023776e-05 +4.542955248380346587e-05 +2.016427042117509023e-04 +1.791112396464112765e-04 +1.871529996019222859e-04 +1.749612045996632825e-04 +1.579667508533756756e-04 +1.387959325521194985e-04 +1.183592357426882248e-04 +9.745143774669427945e-05 +7.671025885893242001e-05 +5.659690542397572186e-05 +3.810894109165814924e-05 +2.170828545391645812e-05 +2.237072351717445638e-04 +1.965819326056894047e-04 +2.022409183339897323e-04 +1.847167732848254665e-04 +1.617748306958796776e-04 +1.366992698501913732e-04 +1.108246954215013713e-04 +8.523336716470024323e-05 +6.070801094102045781e-05 +3.762714331260047236e-05 +1.697162863902511673e-05 +0.000000000000000000e+00 +2.496634651242328148e-04 +2.170041221497574834e-04 +2.196713645091517353e-04 +1.958128763881467743e-04 +1.659721989483672639e-04 +1.342150697596829765e-04 +1.022773936874512879e-04 +7.154738910813052046e-05 +4.308865459295629436e-05 +1.690702251178654897e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.786581611863464297e-04 +2.396029583782283948e-04 +2.387721258896151626e-04 +2.078149562763429283e-04 +1.703886599180534124e-04 +1.313783273270583904e-04 +9.292502365163744739e-05 +5.562910247280535931e-05 +2.491001169259805524e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.623952375680591258e-08 +3.123712820299879948e-04 +2.634305729898703849e-04 +2.586560801014621503e-04 +2.202586170615701121e-04 +1.749154615540371926e-04 +1.285157872809614230e-04 +8.173811516141136786e-05 +4.303543317854419278e-05 +8.503046886492946689e-06 +0.000000000000000000e+00 +1.307749381447873302e-07 +6.771898349870792284e-08 +3.434921039359920664e-04 +2.867939404861563233e-04 +2.783095780155730894e-04 +2.327074103875598383e-04 +1.798163108846317730e-04 +1.263788473876603278e-04 +7.480759533020968040e-05 +3.146740227347398749e-05 +0.000000000000000000e+00 +1.913058132304576960e-07 +1.135985879996736256e-07 +4.923142547833929055e-08 +3.717294658932767618e-04 +3.084084871027013060e-04 +2.967444454489544595e-04 +2.447809875680986933e-04 +1.851394682774215768e-04 +1.251398590125853702e-04 +6.936693187832022303e-05 +2.148191591500060512e-05 +0.000000000000000000e+00 +1.770648203830246855e-07 +9.704052264885767954e-08 +3.153983084617824660e-08 +3.956033979651561228e-04 +3.271392000628442747e-04 +3.131410047844119236e-04 +2.561641223447701341e-04 +1.908244312206124418e-04 +1.228800632149852103e-04 +6.561244330665156807e-05 +1.199960759355141101e-05 +2.641054743887980692e-07 +1.639720072154122109e-07 +8.186665026045703497e-08 +1.537801803346510003e-08 +4.149853162661499726e-04 +3.454097085382867708e-04 +3.270932975429633382e-04 +2.665765374622048722e-04 +1.971605554042165579e-04 +1.250393594773381893e-04 +6.406866447565034886e-05 +7.333688168999916509e-06 +2.558811616101893683e-07 +1.526655057965318401e-07 +6.873784556463111382e-08 +1.394018167677941093e-09 +4.279344415317228446e-04 +3.569387131956891415e-04 +3.380936029781487248e-04 +2.756931553808610416e-04 +2.035904289985741259e-04 +1.282380546200239454e-04 +6.422854042236272615e-05 +4.880093796016069934e-06 +2.493748990614826265e-07 +1.436078653107331214e-07 +5.816758620490234107e-08 +0.000000000000000000e+00 +4.359998311608062616e-04 +3.645491509636027117e-04 +3.462511130974301322e-04 +2.831334600731523466e-04 +2.094652511887740598e-04 +1.317043267746210728e-04 +6.541865686080526653e-05 +3.956804796425483279e-06 +2.447592206894929772e-07 +1.370872118810618471e-07 +5.051397162725954098e-08 +0.000000000000000000e+00 +4.405372506116373051e-04 +3.691970860904853630e-04 +3.516992820545800178e-04 +2.884842647823368284e-04 +2.140106862743445279e-04 +1.346407199748731484e-04 +6.681918911055127297e-05 +3.837011322071480319e-06 +2.420730541593924470e-07 +1.332531273384736440e-07 +4.599962600300034442e-08 +0.000000000000000000e+00 +4.426825857156977458e-04 +3.714750844756650326e-04 +3.545427193634050067e-04 +2.913837870617450813e-04 +2.165613828953405582e-04 +1.363778559310108000e-04 +6.775200402068977119e-05 +3.931239055444785950e-06 +2.413014009630213705e-07 +1.321716740847201916e-07 +4.474519961100447875e-08 +0.000000000000000000e+00 +4.428743291959613996e-04 +3.715811727260842005e-04 +3.547600831623334361e-04 +2.916120432558404912e-04 +2.167844558894825807e-04 +1.366093372655139847e-04 +6.793547367388537222e-05 +4.020482616238865329e-06 +2.424433465225144091e-07 +1.338714702369077889e-07 +4.679770202119645443e-08 +0.000000000000000000e+00 +4.406317997405783705e-04 +3.692094238893820998e-04 +3.521676766892184039e-04 +2.891413234641695409e-04 +2.147870590486488664e-04 +1.355012954847228468e-04 +6.759637115394271159e-05 +4.353795827169628445e-06 +2.455358244829078358e-07 +1.383582242177690398e-07 +5.213816348399922759e-08 +0.000000000000000000e+00 +4.347489484738569008e-04 +3.636458901762775310e-04 +3.464734861433135132e-04 +2.841317819237327061e-04 +2.110674748906819038e-04 +1.336310775062672413e-04 +6.739236469999406213e-05 +5.568044991556853152e-06 +2.506207759517152171e-07 +1.455892361824648233e-07 +6.066314825813077556e-08 +0.000000000000000000e+00 +4.237239701572579503e-04 +3.537915292660950904e-04 +3.374049654387316962e-04 +2.768912404457326898e-04 +2.063419564420611795e-04 +1.317843820379431075e-04 +6.817648402479773296e-05 +8.460925557313835895e-06 +2.576679110385409483e-07 +1.554175194283770908e-07 +7.214735569818888475e-08 +5.223806834186361204e-09 +4.057635867588659526e-04 +3.366361932773069944e-04 +3.247946464751872873e-04 +2.678202180408831398e-04 +2.013243617937945614e-04 +1.308057775716733959e-04 +7.069996905081113404e-05 +1.379813603194818480e-05 +2.664871127642072651e-07 +1.675296951107638754e-07 +8.620460200229681803e-08 +2.019732425336777365e-08 +3.825823574565705458e-04 +3.185330366618562979e-04 +3.091914322282524855e-04 +2.573602287779019394e-04 +1.967226675635892915e-04 +1.345905983489459898e-04 +7.556287200805189986e-05 +2.432307645316656239e-05 +0.000000000000000000e+00 +1.814086484775425117e-07 +1.022676653279813236e-07 +3.729448427276251423e-08 +3.542202237001662265e-04 +2.969978779741465260e-04 +2.910933913923219535e-04 +2.459243687857360651e-04 +1.923511073412541327e-04 +1.370646049499388308e-04 +8.235791909703910139e-05 +3.562378605193311910e-05 +0.000000000000000000e+00 +1.963357699789208222e-07 +1.196024623718148493e-07 +5.580355392674546535e-08 +3.223836793568504310e-04 +2.732996078016706608e-04 +2.714403972227390389e-04 +2.339093588013538077e-04 +1.883156397030026619e-04 +1.406175359326766272e-04 +9.331300296427461082e-05 +4.891776289105412756e-05 +1.068096727881465340e-05 +0.000000000000000000e+00 +1.373643761259879444e-07 +7.492277452301403526e-08 +2.879380538048529952e-04 +2.489551093126521689e-04 +2.513463238316436315e-04 +2.217197423149250464e-04 +1.845343125638675347e-04 +1.444930018480373893e-04 +1.041567042674570255e-04 +6.512490747711945918e-05 +2.895712545629789824e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.383120488591840388e-08 +2.581918347526457585e-04 +2.258665926196229661e-04 +2.319495978006863785e-04 +2.097971788097761057e-04 +1.806289160132624810e-04 +1.482986059659064087e-04 +1.146567240602797724e-04 +8.123943294757332643e-05 +4.925413356229799415e-05 +1.920587261375312989e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.318447895687860696e-04 +2.051590855068058513e-04 +2.142545205985873634e-04 +1.986491158807383970e-04 +1.766951791649463217e-04 +1.514307883838389305e-04 +1.241836577534372336e-04 +9.622450670407982332e-05 +6.863184128781666033e-05 +4.212229595510500130e-05 +1.795656024293978362e-05 +0.000000000000000000e+00 +2.098370738840978317e-04 +1.876785111482577953e-04 +1.990244053477846454e-04 +1.887868912544194734e-04 +1.729530096318287503e-04 +1.538864363787436295e-04 +1.324371091645570116e-04 +1.095341908865166071e-04 +8.606144598133594228e-05 +6.276356416119660889e-05 +4.093095324770617589e-05 +2.109518739459353618e-05 +1.925292047081381217e-04 +1.738132979848667462e-04 +1.867322975220545467e-04 +1.806582034872285768e-04 +1.697488561522970355e-04 +1.558588419113048973e-04 +1.394321172898339487e-04 +1.210692210008501232e-04 +1.014346986882498798e-04 +8.117151758195782871e-05 +6.176947819535623515e-05 +4.692229831788540461e-05 +1.801928961868462758e-04 +1.638595123878962766e-04 +1.779786441105663658e-04 +1.750165553750403962e-04 +1.679088176841987852e-04 +1.581678484693452844e-04 +1.459187338169922051e-04 +1.314723910008246989e-04 +1.152734535566262222e-04 +9.783470842619296443e-05 +8.080419631124912457e-05 +7.101125952875367330e-05 +1.760103619646191566e-04 +1.613632521233154501e-04 +1.767681723139514637e-04 +1.764740237408610884e-04 +1.724524162966454795e-04 +1.661537763988374123e-04 +1.574489549934591235e-04 +1.463874755591838763e-04 +1.331952186669462727e-04 +1.182441324316747859e-04 +1.034960092213489853e-04 +9.871756829780747779e-05 +1.686890400603194794e-04 +1.560209061485551849e-04 +1.715553257014631344e-04 +1.732953987348068235e-04 +1.719833700905238564e-04 +1.689501637361264235e-04 +1.638861909289415981e-04 +1.566128806468248971e-04 +1.471249355082884802e-04 +1.356019750207966904e-04 +1.241017171690449855e-04 +1.246731990816622108e-04 +1.509556037395411155e-04 +1.390311037795203685e-04 +1.538592995289157544e-04 +1.558976479963214250e-04 +1.561541082063208933e-04 +1.554270638247193010e-04 +1.533858419874396188e-04 +1.497671314867981521e-04 +1.444166902046163279e-04 +1.373118926514311664e-04 +1.298012372361732783e-04 +1.371234980311499116e-04 +1.875784282967399373e-04 +1.744715831644692871e-04 +1.913706505760221508e-04 +1.943468141832372135e-04 +1.946732510999253825e-04 +1.940806949636929963e-04 +1.922664976337606067e-04 +1.889331671438553581e-04 +1.838679033262879232e-04 +1.770133485324439072e-04 +1.708086103498253361e-04 +1.819397053507044602e-04 +1.403728852931028948e-04 +1.305054628603240956e-04 +1.457201146869409683e-04 +1.500134503028778326e-04 +1.528523333309659985e-04 +1.551851462074003930e-04 +1.565696936640309305e-04 +1.565838252651812130e-04 +1.548963055682604350e-04 +1.513241804155622267e-04 +1.475729569818910866e-04 +1.610110406185166006e-04 +9.540121810126743723e-05 +8.939219687123211287e-05 +1.008582737961120056e-04 +1.052191478997097963e-04 +1.090587041017366843e-04 +1.124993912341095163e-04 +1.149783865529852955e-04 +1.160008533209856365e-04 +1.152065637133218250e-04 +1.124038735823567768e-04 +1.084260475219501422e-04 +1.155369952071964238e-04 +8.137319486906287053e-05 +7.663053624940821713e-05 +8.671318293564174071e-05 +9.110731429105972386e-05 +9.511958854381880502e-05 +9.862355633005641181e-05 +1.009402305063391062e-04 +1.015210558733428779e-04 +1.000212292387242454e-04 +9.631437448194401639e-05 +9.119640454788161595e-05 +9.488384594976465817e-05 +7.808148788847469712e-05 +7.319836312415713988e-05 +8.249492782205318237e-05 +8.615079878594714331e-05 +8.925168985103650054e-05 +9.157783911573136109e-05 +9.245592761952598686e-05 +9.141282149722580665e-05 +8.822216374925786998e-05 +8.289748113778081027e-05 +7.655763036010111830e-05 +7.687849793397107849e-05 +8.041000343990220990e-05 +7.475864434219538126e-05 +8.343888326366181898e-05 +8.581003130572871387e-05 +8.720632007889506131e-05 +8.747816118041012892e-05 +8.609931791843616856e-05 +8.278061167252196274e-05 +7.747432998858156891e-05 +7.030800527167760372e-05 +6.243582121351966578e-05 +5.995750321913390633e-05 +8.983184091820446931e-05 +8.259816575198766721e-05 +9.084892830658808838e-05 +9.121718604549153048e-05 +8.988966543434981349e-05 +8.702270777421160231e-05 +8.237472066573622831e-05 +7.592740131141544784e-05 +6.784005009137188797e-05 +5.835780597476251301e-05 +4.872015208129979119e-05 +4.513503594692822827e-05 +1.009090596209421138e-04 +9.151044949368228884e-05 +9.820672187471691833e-05 +9.512309629159469682e-05 +8.957746044294649266e-05 +8.222665578067984906e-05 +7.328684629479752200e-05 +6.309340473449818174e-05 +5.201119585888525635e-05 +4.034598139702605792e-05 +2.881155921496489849e-05 +1.673961161703478923e-05 +1.178766175447738568e-04 +1.049158132963882783e-04 +1.087250995737133697e-04 +1.002852912137310601e-04 +8.865720603059788470e-05 +7.525703821333827028e-05 +6.088540612087128438e-05 +4.625650975777006535e-05 +3.188539588020358859e-05 +1.798505676998538494e-05 +4.985301210341546860e-06 +0.000000000000000000e+00 +1.426103042938203303e-04 +1.234462247756338529e-04 +1.224652577080726152e-04 +1.062957966414431859e-04 +8.648480243574509631e-05 +6.545551603472089775e-05 +4.457309274181284756e-05 +2.503127017409357508e-05 +7.274173477311074531e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.716227703820885624e-08 +1.748533391555632675e-04 +1.470096626550616023e-04 +1.389734510114314884e-04 +1.124505996133280471e-04 +8.227749086808203334e-05 +5.208369236886999619e-05 +2.285735577394721352e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.807387400633255212e-08 +3.624411487451509015e-08 +0.000000000000000000e+00 +2.174759836479180964e-04 +1.750061315415621052e-04 +1.574744366237602899e-04 +1.181465011560682945e-04 +7.583747532053381336e-05 +3.516852607229413154e-05 +0.000000000000000000e+00 +2.380601900768083421e-07 +1.405133014997196494e-07 +6.283697690447340239e-08 +1.356508994690335087e-09 +0.000000000000000000e+00 +3.234976276588801209e-04 +2.117455776194268439e-04 +1.769593104138390263e-04 +1.231794776948628132e-04 +6.700805325584190846e-05 +1.779791651180692399e-05 +3.356462753906657351e-07 +2.053862869418360929e-07 +1.037347101566171751e-07 +2.509769562049593719e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.933201118766146975e-04 +2.445369084211046202e-04 +1.959611491282434756e-04 +1.279132684008343337e-04 +6.062707413548188638e-05 +2.978674346476993759e-06 +3.103100773837309047e-07 +1.715210349775161579e-07 +6.613226439830143202e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.508156719032036745e-04 +2.753705040686523658e-04 +2.135024287716738361e-04 +1.330403822412322239e-04 +5.608504761942271696e-05 +0.000000000000000000e+00 +2.862833058487391541e-07 +1.392455133533464464e-07 +3.020442639306941821e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.958483429587712049e-04 +3.027067988289374313e-04 +2.289636151095757926e-04 +1.396361428327228384e-04 +5.387129906476158210e-05 +4.742217326885876029e-07 +2.661214955568306452e-07 +1.110384563046054931e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.450388271005138056e-04 +3.917158085876058880e-04 +2.468372307403182047e-04 +1.487011287887050133e-04 +5.817288408108123570e-05 +4.720703801596041087e-07 +2.514120832556480281e-07 +8.856606750087520384e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.588408268896378258e-04 +4.125679340978333936e-04 +2.583738078141098763e-04 +1.598223272725605082e-04 +6.669560014107130336e-05 +4.739367512155017923e-07 +2.423845017382206590e-07 +7.240449484523359418e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.583039858799245837e-04 +4.181859035390693641e-04 +2.672417163988711998e-04 +1.715193776968164179e-04 +7.716825708787306156e-05 +4.781519261037805168e-07 +2.380042780847962773e-07 +6.212202115656019867e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.533694486882654228e-04 +4.198897783392364371e-04 +2.737925929195774463e-04 +1.813421868902633828e-04 +8.637624028652762830e-05 +4.822778048383039314e-07 +2.365530269743150024e-07 +5.672079965210442223e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.510848522144713799e-04 +4.211997769828103159e-04 +2.778052439581262705e-04 +1.869584447705326135e-04 +9.140638651307882493e-05 +4.841702127946078565e-07 +2.364941688817146589e-07 +5.526799552856619197e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.542408650678809414e-04 +4.232630855302397404e-04 +2.789954827154292414e-04 +1.871748142210418202e-04 +9.087094174602338380e-05 +4.829410260864314783e-07 +2.372355560944168552e-07 +5.743974897774399050e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.602907620195701289e-04 +4.247329839932293847e-04 +2.770553637873061155e-04 +1.823376607919713788e-04 +8.542980024236744596e-05 +4.793559182790938503e-07 +2.394351941479616891e-07 +6.372886010458335269e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.626529554346967107e-04 +4.218260739305649946e-04 +2.715605142716482788e-04 +1.739994799818286007e-04 +7.742837936556777308e-05 +4.755067567185333764e-07 +2.447159076369555009e-07 +7.521912937713083005e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.514624856024943726e-04 +4.026993171295028488e-04 +2.616896008691392832e-04 +1.642578465364240043e-04 +6.995120374858486607e-05 +4.739426038588316795e-07 +2.549230657494075395e-07 +9.302144391722731062e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.043952424739318137e-04 +3.129776049236466921e-04 +2.438487614336472676e-04 +1.550750168929343053e-04 +6.577346366952526878e-05 +4.766235364776407717e-07 +2.712306652123425350e-07 +1.176037263769117522e-07 +5.520263676326438763e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.594738624747131319e-04 +2.853805929486252129e-04 +2.277432231794231348e-04 +1.479927316373863381e-04 +6.832571919467788594e-05 +0.000000000000000000e+00 +2.934426459050915751e-07 +1.482834550303893066e-07 +4.004977990889629997e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.987368985416275087e-04 +2.532214134978216292e-04 +2.094753486368445010e-04 +1.429259915018950907e-04 +7.369619965809598525e-05 +1.227344890059106724e-05 +3.197416113648762210e-07 +1.830905703601567251e-07 +7.846449651684624932e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.240208623703275505e-04 +2.183709647496693510e-04 +1.898566540875712622e-04 +1.388754431941898718e-04 +8.162926390679566858e-05 +3.091346742804558365e-05 +0.000000000000000000e+00 +2.190730419216642084e-07 +1.181177196462371025e-07 +3.932221336882111246e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.170249536515892982e-04 +1.798437673839017902e-04 +1.696614986933659406e-04 +1.346146055146478580e-04 +9.317668607773714690e-05 +4.959212826420162344e-05 +1.173889712530203163e-05 +0.000000000000000000e+00 +1.561224236162785664e-07 +7.824205384824304014e-08 +1.609534651688823138e-08 +0.000000000000000000e+00 +1.721504756723568738e-04 +1.502142402285295284e-04 +1.501362643619599086e-04 +1.288443934133830628e-04 +1.007659004127749001e-04 +6.955045931259454673e-05 +3.821832234953183858e-05 +7.915781058266445423e-06 +0.000000000000000000e+00 +1.137695871545084211e-07 +5.136168814993716666e-08 +6.266672419938648694e-10 +1.392282787181173818e-04 +1.257922923712506409e-04 +1.324136758909265409e-04 +1.218036948479751233e-04 +1.047863859801971136e-04 +8.363645170977743529e-05 +6.037029703408127742e-05 +3.676140830670857561e-05 +1.425355543584843184e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.160280847704914020e-04 +1.072745232919427129e-04 +1.176502392244033212e-04 +1.144883576786312663e-04 +1.060030658155919033e-04 +9.323099372324606478e-05 +7.727620124461867664e-05 +5.947714113011577251e-05 +4.102501266001601485e-05 +2.273863551981325249e-05 +5.387272752104372580e-06 +0.000000000000000000e+00 +1.006655876250240787e-04 +9.446845274200715078e-05 +1.066047143182715772e-04 +1.081541530522723345e-04 +1.057137275536485622e-04 +9.944487907542971013e-05 +8.963972324336003106e-05 +7.705552685432650966e-05 +6.259067856236879245e-05 +4.704451226404015907e-05 +3.153860759657288980e-05 +1.540133351391512778e-05 +9.171362661790458549e-05 +8.676257948361082960e-05 +9.964016065910318292e-05 +1.039401255340813507e-04 +1.054613451454080480e-04 +1.038748052850126384e-04 +9.887211959172298361e-05 +9.068179335194995238e-05 +7.985198536408606653e-05 +6.703009166464476054e-05 +5.371313715745638467e-05 +4.465400757588376430e-05 +8.986069612718722234e-05 +8.535999578971719803e-05 +9.902428946675664141e-05 +1.051701359990939692e-04 +1.094574924738684132e-04 +1.114005503428626691e-04 +1.102764608240268184e-04 +1.058594906493060461e-04 +9.832303896073806492e-05 +8.811287817979201412e-05 +7.689455338452686817e-05 +7.264594405101081997e-05 +9.051545066850405778e-05 +8.622705996575908316e-05 +9.981516738899630565e-05 +1.066157153186232177e-04 +1.122984056423389338e-04 +1.164843061134097988e-04 +1.182986015168884750e-04 +1.172111837572555325e-04 +1.130512968134346420e-04 +1.059500080858136352e-04 +9.715143220049458287e-05 +9.804072819540851679e-05 +9.057081045108099685e-05 +8.563216702278957006e-05 +9.751420734137517714e-05 +1.027432744746115931e-04 +1.074153093470641465e-04 +1.113430343520865315e-04 +1.138591559920086122e-04 +1.144517750213059812e-04 +1.128122886880036138e-04 +1.088403944134350935e-04 +1.032814646675823820e-04 +1.074877935239696737e-04 +1.275766066435965896e-04 +1.197146299409656552e-04 +1.337991533593437085e-04 +1.385789473022847789e-04 +1.422510575018804584e-04 +1.452698155395168943e-04 +1.470867132661205043e-04 +1.472306631636761661e-04 +1.453667213773844125e-04 +1.413317789568923624e-04 +1.363641175108499658e-04 +1.451769582751303428e-04 +1.148598120694131985e-04 +1.088220686715882685e-04 +1.226610397002748432e-04 +1.288938301588389026e-04 +1.341834049086129449e-04 +1.390101214109661185e-04 +1.427067223830966853e-04 +1.446719845267380460e-04 +1.444557784114112412e-04 +1.418162036346877649e-04 +1.382473950150160918e-04 +1.489948045127412874e-04 +6.639278033864002941e-05 +6.409032547970372690e-05 +7.523176645202215510e-05 +8.260506867914768191e-05 +9.022272788829016014e-05 +9.762723914839823369e-05 +1.038383299918122681e-04 +1.080309426599402803e-04 +1.096441469717256926e-04 +1.084140544347260773e-04 +1.051739356188777875e-04 +1.123770278902586501e-04 +4.699404554557123193e-05 +4.602128228858948185e-05 +5.576137819417539571e-05 +6.416632539308428503e-05 +7.360037508032777243e-05 +8.294091902566660534e-05 +9.072679713544686876e-05 +9.585862001134413479e-05 +9.771942948416046586e-05 +9.620498101186251278e-05 +9.386547817925226756e-05 +1.104627710791065309e-04 +3.887880166837985536e-05 +3.839692570945321421e-05 +4.711431453079113182e-05 +5.568622189518904002e-05 +6.571062799909052100e-05 +7.542795093422236506e-05 +8.304262168302937856e-05 +8.741674313018899488e-05 +8.812843388619572395e-05 +8.627506636976579944e-05 +9.333814552657729974e-05 +1.013544669824773377e-04 +3.801925956493218666e-05 +3.652843605366109500e-05 +4.466341503528569617e-05 +5.295673360866989105e-05 +6.243715600986068199e-05 +7.103197439111269540e-05 +7.697790880635562881e-05 +7.939125292467818953e-05 +7.854804241644358827e-05 +7.461811015348767285e-05 +8.150030635898077524e-05 +8.701011355811558363e-05 +4.174474268833539047e-05 +3.974136146137140468e-05 +4.809092116508504911e-05 +5.555108696124634045e-05 +6.322159280878632249e-05 +6.920781398389896412e-05 +7.211925707468168356e-05 +7.149207789769876158e-05 +6.801154958807323532e-05 +6.178412669171182592e-05 +6.663721449117299773e-05 +7.441263030887238883e-05 +4.913932699311084334e-05 +4.623018560385606522e-05 +5.412727935526994675e-05 +5.860393604416143311e-05 +6.176700259521742341e-05 +6.260567249846879219e-05 +6.053806494005906964e-05 +5.567714710892798758e-05 +4.888403475313530085e-05 +4.021016780433394835e-05 +3.530489937921355237e-05 +1.732200105820698729e-08 +6.380389713561879000e-05 +5.820141917053371937e-05 +6.356566565701929762e-05 +6.199506514261125410e-05 +5.764835397692174304e-05 +5.092079856690593444e-05 +4.224747317206139173e-05 +3.240355222474524202e-05 +2.210223018540454339e-05 +1.091050587940340942e-05 +1.037050621709687946e-06 +0.000000000000000000e+00 +1.029639320346771217e-04 +7.794465317176194150e-05 +7.499810733656963452e-05 +6.311039062509884697e-05 +4.778892495348646051e-05 +3.120191443089779165e-05 +1.394644902671257977e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.894021895497311515e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.572792449029093904e-04 +1.048406990877298768e-04 +8.731816414462247500e-05 +5.944136996798778675e-05 +2.770012523620881287e-05 +0.000000000000000000e+00 +2.216802218226238050e-07 +1.248225728072595769e-07 +5.000950450569462734e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.697489375584069884e-04 +1.435819393622653206e-04 +9.991673990389055395e-05 +4.889455906553350823e-05 +1.403466367720165898e-06 +2.948260291276620481e-07 +1.605578929631514560e-07 +6.288426542258373575e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.448672615444520344e-04 +2.630479707442418577e-04 +1.138183170669855685e-04 +3.491939864613413121e-05 +4.390282403927420752e-07 +2.316924345256149072e-07 +9.000523808643066692e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.854176338367054488e-04 +3.392916204382073492e-04 +1.236679563268337431e-04 +1.914449980035015279e-05 +3.945524477632957781e-07 +1.647571233282818003e-07 +1.661319085398003251e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.077855154088080579e-03 +4.461358684355014727e-04 +1.341720875380064681e-04 +4.627472197554305137e-06 +3.543445950569715692e-07 +1.030393131310372386e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.229294779314584135e-03 +5.534161029813523293e-04 +1.457845300882666423e-04 +0.000000000000000000e+00 +3.275760640117626292e-07 +5.515031764144739619e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.472711884888822185e-03 +9.798870594286491001e-04 +2.205123630014441355e-04 +7.135665196058078179e-06 +3.203298932870359005e-07 +2.648543944676986687e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.522169188222582134e-03 +1.089526553063761621e-03 +2.491475314510703987e-04 +2.921920270398951138e-05 +3.322960775630884860e-07 +1.697025771533353984e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.503570815954079556e-03 +1.107456742936039663e-03 +2.729705529788794128e-04 +5.976294025904503636e-05 +3.557709006792320124e-07 +2.082805604515115505e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.471486639183489055e-03 +1.110092540170151037e-03 +2.936899673191975340e-04 +8.796871414901655673e-05 +3.785206736183976684e-07 +2.902772307549861215e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.456836913597180311e-03 +1.113606759871357951e-03 +3.062948367484543029e-04 +1.033577498347094535e-04 +3.894595861955321313e-07 +3.352759048747382301e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.470743844736408477e-03 +1.121871259541097144e-03 +3.081941779198302061e-04 +1.012332278819692063e-04 +3.839687328120369035e-07 +3.114572714508882487e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.501416236606533186e-03 +1.129761802896589451e-03 +3.005072987763192111e-04 +8.433581321508366315e-05 +3.657564148910492022e-07 +2.499433591623315636e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.520994549989297716e-03 +1.119510146691257658e-03 +2.849515521179928480e-04 +6.010412810792225267e-05 +3.445892601877121953e-07 +2.292465838511227969e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.477741650484682909e-03 +1.010715227344338371e-03 +2.559256658705811129e-04 +3.699193776687481969e-05 +3.321522177521661191e-07 +3.413591049450494158e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.240105776603031259e-03 +5.733101364444224361e-04 +1.726009266083204760e-04 +2.150205122956771911e-05 +3.381138389111153844e-07 +6.547526692122337965e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.088323556275765016e-03 +4.599459797191299487e-04 +1.537452703190288249e-04 +2.254028226328213199e-05 +3.664577503958150068e-07 +1.184215837448181688e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.810218148147983767e-04 +3.473098658885061512e-04 +1.412897452202936590e-04 +3.686511909283277723e-05 +4.129506212176433470e-07 +1.877196447870985586e-07 +3.940306561275112142e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.203850377526586284e-04 +2.657193833572126006e-04 +1.338881554384789042e-04 +5.722621251111453111e-05 +4.660840768956954839e-07 +2.627068966742324203e-07 +1.196702003613499163e-07 +2.001657837459697017e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.441122826774332424e-04 +1.462950702592813923e-04 +1.226514244067140793e-04 +8.018474353258576461e-05 +2.676907475553353427e-05 +3.310362079714231074e-07 +1.945529533345762904e-07 +9.294702227809068937e-08 +1.748423063297638261e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.270843228981055433e-04 +1.045302906893299784e-04 +1.088090819256922853e-04 +9.104285933328168433e-05 +6.168860977651011114e-05 +2.696751735167687047e-05 +0.000000000000000000e+00 +1.554798674081339125e-07 +7.677562805321232956e-08 +1.545473584980659633e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.133733688001926709e-05 +7.501595611312507296e-05 +9.150425556492516248e-05 +9.056335470086857779e-05 +7.849510677790344059e-05 +5.917307593853251174e-05 +3.667722199696191843e-05 +1.334412913263449636e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.064221654890845779e-05 +5.611693785415710343e-05 +7.489871094329713958e-05 +8.356304846300965992e-05 +8.401966179268395020e-05 +7.694647633603094025e-05 +6.439909439801097838e-05 +4.866661134774351094e-05 +3.197182556395525402e-05 +1.494660532210167678e-05 +0.000000000000000000e+00 +2.657360408845537085e-09 +4.081721232765082858e-05 +4.510200930585960683e-05 +6.261543371718848901e-05 +7.559083986709210510e-05 +8.384536549171983709e-05 +8.581229637518926706e-05 +8.166016368617816509e-05 +7.262924164524973427e-05 +6.070878490004262735e-05 +4.660337124565903211e-05 +3.686917768336913926e-05 +3.191815504949844297e-08 +3.738229487199843678e-05 +4.038582479726854303e-05 +5.615202300876688247e-05 +7.037113219612325075e-05 +8.259809841270033626e-05 +9.027933977925159013e-05 +9.226779433467587836e-05 +8.879393115512966127e-05 +8.128118251092011047e-05 +7.052341748338693370e-05 +6.927615245727990613e-05 +6.163209465454062993e-05 +3.866654726328075235e-05 +4.152317795525621873e-05 +5.659139364812267812e-05 +7.100796801352856724e-05 +8.511705346618162827e-05 +9.633443304018245092e-05 +1.027994459976257018e-04 +1.038693228855714474e-04 +9.984209643272927133e-05 +9.274126115952511585e-05 +9.509361148426568049e-05 +9.750814553397155421e-05 +4.403701793251274608e-05 +4.750907374922120951e-05 +6.197487057765953592e-05 +7.515707075279641567e-05 +8.864108303022403385e-05 +1.005962305240139237e-04 +1.091955522364261306e-04 +1.133698074604745057e-04 +1.127892191237625042e-04 +1.077620959168413531e-04 +1.015908898112561932e-04 +1.168835733677804856e-04 +5.910072298039943168e-05 +5.845214513901886104e-05 +7.077847458265029723e-05 +7.991570788206256101e-05 +8.920779083326104797e-05 +9.779902615795060545e-05 +1.045438590392257992e-04 +1.085899159310825388e-04 +1.094533804630734916e-04 +1.070049958597317356e-04 +1.020428043717876523e-04 +1.062082785266476925e-04 +1.002257434656506936e-04 +9.643650879486970315e-05 +1.099610395761548801e-04 +1.174678854610131920e-04 +1.243599347733980842e-04 +1.305926064132486219e-04 +1.353322232581921777e-04 +1.378937176456521217e-04 +1.378133342507950414e-04 +1.348801736520564485e-04 +1.302245358550411310e-04 +1.374456813235448195e-04 +1.021457178328978783e-04 +9.795273660695078249e-05 +1.119913504549267352e-04 +1.197903988379569269e-04 +1.268578881054102528e-04 +1.333698080043360093e-04 +1.384710809118744595e-04 +1.414280751522685247e-04 +1.417227305925219689e-04 +1.391048794334278022e-04 +1.350798677083037537e-04 +1.454325030344507362e-04 +4.872313572006149908e-05 +4.880779513008215328e-05 +6.059818562309787077e-05 +7.065201061551287733e-05 +8.149486729380472905e-05 +9.212804929096393898e-05 +1.011596458904024260e-04 +1.074866309831565194e-04 +1.104266547525109467e-04 +1.098068896908115273e-04 +1.083542141180571873e-04 +1.287312831611666991e-04 +2.379233897820325294e-05 +2.645903990094207995e-05 +3.668580859940697380e-05 +4.890469918245482381e-05 +6.357055925719458031e-05 +7.832526540361651665e-05 +9.079888775990030793e-05 +9.939259330776388035e-05 +1.034592258390370058e-04 +1.059194556681051906e-04 +1.389515943554066389e-04 +2.199471775868919827e-04 +5.720326870009509803e-07 +1.350993049324023929e-05 +2.347068924831411071e-05 +3.727058876943362543e-05 +5.490630001910344556e-05 +7.229640297453488558e-05 +8.623434409847299678e-05 +9.510880314874883964e-05 +1.009288541316999448e-04 +1.257949510620003217e-04 +2.167735409996879119e-04 +2.684460954851167051e-04 +4.772084887982086355e-07 +9.012831107693767204e-06 +1.689507689455059224e-05 +3.239927558496450235e-05 +5.181179385652330603e-05 +6.977952694464859798e-05 +8.304329152528952898e-05 +9.173442316969412328e-05 +1.096010981628583585e-04 +1.243792912550278364e-04 +2.241254308719352849e-04 +2.591456747753856458e-04 +5.492755930482651620e-07 +8.122715258069189293e-06 +1.703766950401899627e-05 +3.415315998908795319e-05 +5.366698434869144235e-05 +7.013748204179882082e-05 +8.083064341443034701e-05 +8.691342474177331419e-05 +1.042105513937149550e-04 +1.128370078982476524e-04 +1.920330015686272363e-04 +2.217241193308666875e-04 +1.711379683015200863e-05 +1.422995313832085541e-05 +2.477341887103900778e-05 +3.974171523892448116e-05 +5.456835586243231228e-05 +6.530544012500504372e-05 +7.034952326079719999e-05 +7.137276887532872786e-05 +8.098115430607700615e-05 +8.261036182284877869e-05 +1.261865515488340308e-04 +1.366090048354735398e-04 +3.524711347249605785e-05 +2.732441882806257516e-05 +3.690644676288187945e-05 +4.527238827568123592e-05 +5.109195915561561159e-05 +5.277570369285426033e-05 +5.013277717545857134e-05 +4.500540707354762712e-05 +4.401826294858141091e-05 +3.729968236104612216e-05 +3.834306822613430497e-05 +3.693854227124728553e-05 +1.303135152452606933e-04 +6.145007740774345313e-05 +4.548762491282791226e-05 +4.253732408824198403e-05 +3.460896715854149783e-05 +2.570744527530728719e-05 +1.530972740493008455e-05 +5.151818395057276665e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.569986734371353023e-04 +1.011115006045165682e-04 +4.558677360480285073e-05 +2.220771420486333691e-05 +3.281053399614617757e-07 +1.977435556516244588e-07 +1.024488421391195523e-07 +3.193490812417122326e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.321305604677216829e-04 +1.559855408858940484e-04 +4.330591221648663326e-05 +4.439446839123080432e-07 +2.305505140002872979e-07 +9.558353615294797344e-08 +8.045702592440235124e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.057559676291021373e-04 +2.337663341198626342e-04 +3.518474674984299903e-05 +3.543367203283283356e-07 +1.071894542420384738e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.685993209029769352e-04 +3.372442221931583480e-04 +1.874405064464074901e-05 +2.503737917941747814e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.299927700694638146e-03 +6.532521855816446690e-04 +3.753524171539641567e-05 +1.523564846593690920e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.498989286857013237e-03 +7.841101855799362643e-04 +2.971544506112581404e-05 +8.670539635646848386e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.611962701798629397e-03 +9.159351296985997247e-04 +4.643100588753892692e-05 +7.712618386892959663e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.604938801758139244e-03 +9.585020685569596620e-04 +8.758298265533968321e-05 +1.293600009375069600e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.527697858633750641e-03 +9.755624386487793225e-04 +1.500737479032225596e-04 +2.202690139365340676e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.443505691342392714e-03 +9.861537119962274136e-04 +2.101777460856011541e-04 +3.067159362017561123e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.407885516472417130e-03 +9.981642721533733574e-04 +2.436732213338196765e-04 +3.481454114605481522e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.439661265254260246e-03 +1.011702615324384718e-03 +2.403384870046877588e-04 +3.286913663588759938e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.514624468121851400e-03 +1.026238531381735552e-03 +2.110828439296786587e-04 +2.643873306766043096e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.588014462909008656e-03 +1.031295162548588953e-03 +1.709008395222070761e-04 +1.868925119689471978e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.607262891537941272e-03 +9.873766486359200276e-04 +1.232097084155510662e-04 +1.264225906494152520e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.513432480814088299e-03 +8.267041157716914328e-04 +7.337930131909978812e-05 +1.125567852340755508e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.320261220037654420e-03 +6.700194791783030445e-04 +5.386612303643351497e-05 +1.666748717730527295e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.639632159123383282e-04 +3.448731240703008976e-04 +3.408348981918075206e-05 +2.820621381763853459e-07 +1.071729502012907362e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.551047184155201018e-04 +2.405116611189738309e-04 +6.768184981665421266e-05 +4.218141428820215291e-07 +1.711674565399714599e-07 +2.500349585595705602e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.470286829060098294e-04 +1.625431207440655897e-04 +9.360504926062389601e-05 +4.477537377923615004e-05 +3.127164040867003227e-07 +1.599643734394719989e-07 +5.743475725749784036e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.554125609357084816e-04 +1.008266717084779833e-04 +1.002680448232220345e-04 +8.547151428487774082e-05 +5.233759462744397425e-05 +1.733805520069664667e-05 +0.000000000000000000e+00 +7.125113181345566717e-08 +1.041840065689199662e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.787819110168822186e-05 +4.529192585797512982e-05 +7.947372164408699239e-05 +8.941909999218797007e-05 +8.138139480666264892e-05 +6.311448869617379835e-05 +4.089627478046206546e-05 +1.874517233034671675e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.340298492594622085e-06 +2.213392788943629969e-05 +5.294057105753875833e-05 +7.569400651272236553e-05 +8.620802399702351025e-05 +8.505864127017151053e-05 +7.624090637419129231e-05 +6.242704612781581786e-05 +5.511566971891875325e-05 +4.112652222725072713e-05 +3.835124540420899739e-05 +2.579751418061017215e-05 +5.288501990081092897e-07 +1.044975377091748163e-05 +3.390266120487920085e-05 +6.039548586850315926e-05 +8.133072063146020781e-05 +9.246657519939419675e-05 +9.467754354319590044e-05 +8.950102307682439621e-05 +9.446945792846513264e-05 +8.958192355371808878e-05 +1.294921654042285213e-04 +1.283213832989819707e-04 +4.605653411984093562e-07 +8.281240718429800732e-06 +2.657066993992657770e-05 +5.167393808180481302e-05 +7.610328836896698343e-05 +9.382101202669570149e-05 +1.027325764874388863e-04 +1.048872533867748060e-04 +1.163622180690612165e-04 +1.214309873621363813e-04 +1.950779336598855592e-04 +2.112953345323260101e-04 +5.571260901544989329e-07 +1.134010166785463451e-05 +2.904615674846900813e-05 +5.163765829221745641e-05 +7.597943143240519449e-05 +9.655536705159777457e-05 +1.101174559586841150e-04 +1.157808945831304524e-04 +1.169537175298522152e-04 +1.395045693608683594e-04 +2.203893027550410692e-04 +2.585583659085281816e-04 +6.744652148683152656e-07 +2.004822357075680564e-05 +3.881477116738266906e-05 +5.787419003309921672e-05 +7.866396185221181275e-05 +9.773609070244428109e-05 +1.121810049410418948e-04 +1.204343285252095787e-04 +1.222453158271484162e-04 +1.214207686928819976e-04 +1.520733006748096951e-04 +2.314666484766967074e-04 +3.808365936375540959e-05 +4.143096459171540934e-05 +5.499022543436766618e-05 +6.750089185206836653e-05 +8.070127513224715674e-05 +9.311158937471855450e-05 +1.031222355093304547e-04 +1.095895748127572854e-04 +1.119217283168464088e-04 +1.100817836459133838e-04 +1.062043265918273955e-04 +1.190586076130708578e-04 +8.484276363287046401e-05 +8.349359872724631106e-05 +9.759111263819322780e-05 +1.073233704992857809e-04 +1.166765897318218265e-04 +1.252370709688947628e-04 +1.319310222415251714e-04 +1.359122653899513843e-04 +1.366422262783360451e-04 +1.339119281847247307e-04 +1.289076628401243587e-04 +1.360570683115138639e-04 +9.640093145997673447e-05 +9.323276875860380395e-05 +1.078563028792526083e-04 +1.167685457329744128e-04 +1.249608064700319463e-04 +1.324127137593808555e-04 +1.381376396124780624e-04 +1.413268925284228274e-04 +1.414457826498032272e-04 +1.383288410069432933e-04 +1.340649570123847131e-04 +1.450838519291493571e-04 +3.691647542716101546e-05 +3.983869018589033297e-05 +5.280259403362854819e-05 +6.513112802674383929e-05 +7.848615827298593809e-05 +9.142272712566604036e-05 +1.022375388624195469e-04 +1.096639106472210661e-04 +1.131060934876092802e-04 +1.147279902111636766e-04 +1.277364794964679063e-04 +1.584393831103035914e-04 +5.328267932865135539e-07 +1.218913500581740600e-05 +2.564104047979278027e-05 +4.163492006367473770e-05 +6.086644973266553337e-05 +7.990656217260590167e-05 +9.567697758533451119e-05 +1.064571056908842408e-04 +1.157866632344165030e-04 +1.624833977602937465e-04 +2.691297812936350444e-04 +3.321253547904491447e-04 +4.350991747709367181e-07 +4.412716278892748038e-07 +7.928580506333738609e-06 +2.805664833153942881e-05 +5.307503795622405641e-05 +7.701381353692268597e-05 +9.577566011749297258e-05 +1.116159963516549292e-04 +1.660756633808717581e-04 +2.847943303567966036e-04 +3.756732219933475118e-04 +4.148355526084146570e-04 +3.543319573820811329e-07 +3.606214691283958392e-07 +0.000000000000000000e+00 +2.149969671893805798e-05 +5.152349212987888933e-05 +7.804049188026796684e-05 +9.922507027173561422e-05 +1.461979049189115695e-04 +2.741683721336685337e-04 +3.450123096537559340e-04 +3.984850547249487655e-04 +4.277253374449801093e-04 +3.966931162959487734e-07 +4.071264558518577246e-07 +0.000000000000000000e+00 +2.359399605925196092e-05 +5.655105695641205425e-05 +8.388135901052082082e-05 +1.028527065838291633e-04 +1.546116841179194599e-04 +2.918446375573054315e-04 +3.369225788214478276e-04 +3.781160378610888399e-04 +4.036177631992696733e-04 +4.714657249035797279e-07 +0.000000000000000000e+00 +5.552893689932540179e-06 +3.479265396614948425e-05 +6.243772991569624287e-05 +8.353727316701735014e-05 +9.581949761634201107e-05 +1.361946411200183117e-04 +2.401752025557573201e-04 +2.735384917659607258e-04 +3.068385267448494312e-04 +3.288863620791881602e-04 +2.142831845716887786e-05 +1.747875049505657411e-05 +2.961954426177558684e-05 +4.754998560950196042e-05 +6.350739154665130306e-05 +7.364001120252287034e-05 +7.638423868124012922e-05 +9.697757844740402023e-05 +1.464556148417131662e-04 +1.628550932503825661e-04 +1.888413193295045199e-04 +2.093685943255376011e-04 +8.142873742014284614e-05 +3.916556060946157835e-05 +3.515153192691950639e-05 +4.372935379771736080e-05 +4.677352253146979498e-05 +4.425242390571822870e-05 +3.736361204605734401e-05 +3.621313162787499545e-05 +3.401748946969284141e-05 +0.000000000000000000e+00 +4.785222997566193577e-05 +7.337843687973777753e-05 +1.740889191452887474e-04 +5.382970364243660322e-05 +5.152417728474513508e-07 +3.310528881054308102e-07 +2.024143433146263668e-07 +1.093524928913727101e-07 +4.107008792547451892e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.282958159718142458e-04 +9.721383228233165493e-05 +4.126793201252985482e-07 +1.766604333454488126e-07 +5.147646141616192003e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.352526400325263852e-04 +1.494594818987389647e-04 +2.732209790833083491e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.650683552087796406e-04 +1.952182190094928465e-04 +9.406670762381598298e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.939262034571615025e-04 +2.611579900892095998e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.146438427233632427e-03 +2.716876567754290752e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.191332269758515463e-03 +2.728892814943175023e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.157657187859200505e-03 +3.068143797990847944e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.052392540415586063e-03 +3.585840385540884235e-04 +1.491857472511009108e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.501673942939542830e-04 +4.105157427610776010e-04 +4.036079867226080943e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.139139437414245566e-04 +4.477476894005036107e-04 +5.289614566886076973e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.568634089233158529e-04 +4.491746355159150590e-04 +4.709439470237882631e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.051031837096477652e-03 +4.389833443047281691e-04 +3.049237684927772626e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.168080032885028628e-03 +4.486951650924026792e-04 +1.318334032635097722e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.221747945460537142e-03 +4.124655451496717583e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.167728202288401129e-03 +3.219158350162275328e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.015147918990592490e-03 +2.533911244737938485e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.650838379791050038e-04 +1.926811647284018656e-04 +1.096577807008790113e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.967865664814110791e-04 +1.778273480910070041e-04 +4.228497901517964407e-07 +9.306107245292139289e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.581996893989819378e-04 +1.492278802453153716e-04 +6.729621991983874462e-07 +3.558412311076601713e-07 +1.675770600596686784e-07 +5.606020808949095707e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.459226212696533449e-05 +1.084917614604832381e-04 +1.254245820009155978e-04 +1.052763891736234079e-04 +6.741483690414430859e-05 +2.867954853605813643e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.042051432485875695e-06 +4.495570518138179987e-05 +9.388476169902766101e-05 +1.088102421117743783e-04 +1.020286047510179461e-04 +8.484175615559324157e-05 +6.432498542129473727e-05 +5.022977291013115030e-05 +4.514688568881004510e-08 +2.642158932210042439e-09 +3.786234253508718577e-05 +4.543954352285351801e-05 +4.067262727186060956e-07 +2.848799803053890320e-06 +4.450657757509208660e-05 +8.169767168687251809e-05 +1.028572986177949690e-04 +1.085981495242049541e-04 +1.232073957151640477e-04 +1.221905289395330092e-04 +1.697735174215149381e-04 +1.770725044568593565e-04 +1.872093659917217138e-04 +1.867924914389386122e-04 +3.411075587248355250e-07 +0.000000000000000000e+00 +1.312085139808202848e-05 +5.587567086234193847e-05 +9.009701171434543758e-05 +1.122316918439948165e-04 +1.434513490517238100e-04 +1.613378530149076279e-04 +2.661154386779871471e-04 +2.889169579086183761e-04 +3.065043534606863703e-04 +3.100456836283748329e-04 +3.146358531476102697e-07 +3.634190816705038258e-07 +5.638546682991541880e-06 +4.328101984210978149e-05 +7.991623809076399464e-05 +1.076620712089323192e-04 +1.256147721788170566e-04 +1.689569110362952858e-04 +2.903509466728475719e-04 +3.434625780231812388e-04 +3.772536740156272480e-04 +3.874333092399132061e-04 +4.022604630656704004e-07 +4.381345574314894689e-07 +1.175940306260930034e-05 +4.294786547657443465e-05 +7.667541495591402437e-05 +1.051590101019699339e-04 +1.251823427653729647e-04 +1.378022114393924631e-04 +1.920855923566252730e-04 +3.131531885189807961e-04 +3.960970746922341541e-04 +4.215384529127206756e-04 +5.136861594712771998e-07 +5.956464866174131218e-06 +2.578476084065717586e-05 +5.012033190817192092e-05 +7.708054093389595689e-05 +1.017579150645029528e-04 +1.204318884438680210e-04 +1.313463287172331336e-04 +1.390762711192825365e-04 +1.875467899563639093e-04 +3.011895435244281482e-04 +3.644719094918438709e-04 +2.679038111742295593e-05 +3.139091550675580299e-05 +4.631111221011936763e-05 +6.159777711868956213e-05 +7.782892239964285985e-05 +9.301233381808337447e-05 +1.051835482346944031e-04 +1.130150299792393343e-04 +1.159685746403466710e-04 +1.157221734363327200e-04 +1.225806171405943875e-04 +1.438869052242110712e-04 +7.678977000622006703e-05 +7.689372439926746977e-05 +9.180387042896236182e-05 +1.031914419754392066e-04 +1.142412901635285054e-04 +1.242766144212301626e-04 +1.320502881348373442e-04 +1.366194167224013382e-04 +1.374250409900704616e-04 +1.343577452546065225e-04 +1.293201393190666069e-04 +1.375803907620955539e-04 +9.750931702422770185e-05 +9.513514573574452027e-05 +1.108027807370465468e-04 +1.210216225095203234e-04 +1.302642749973970040e-04 +1.384601308761267211e-04 +1.444958000532524530e-04 +1.475014162717050361e-04 +1.470215565749341991e-04 +1.436715766422911006e-04 +1.392392599361638879e-04 +1.733799241096831796e-04 +3.166064133543176770e-05 +3.557889396144104369e-05 +5.044931820720460888e-05 +6.543094155052779973e-05 +8.139524809771656771e-05 +9.649539110774131676e-05 +1.087533002688627869e-04 +1.169432986179457006e-04 +1.234379409500096722e-04 +1.429927208327019209e-04 +1.599261503896870994e-04 +2.732520736240557778e-04 +5.625398865769090219e-07 +4.841725877259593057e-06 +2.023528121636068578e-05 +4.087632234275880792e-05 +6.499621869348439559e-05 +8.817307479581411181e-05 +1.068834852794712294e-04 +1.247375020042134621e-04 +1.897279548631128625e-04 +3.225355398614146744e-04 +3.895869967193617018e-04 +4.514180091606513840e-04 +4.358323392938247909e-07 +4.673557910313364627e-07 +3.162565717951604409e-07 +2.741997132789528239e-05 +6.025224150160371364e-05 +9.119963026258481691e-05 +1.188533846962458148e-04 +1.998943072824773976e-04 +3.646273599066700765e-04 +4.766802131522833094e-04 +5.155692770580646515e-04 +5.487205449890863486e-04 +3.268936895678342902e-07 +3.676269112322088234e-07 +0.000000000000000000e+00 +2.119253701256269327e-05 +6.335451521325562065e-05 +1.021142648432710713e-04 +1.742273854410666750e-04 +3.691920858320397298e-04 +5.005579314067970650e-04 +5.449936957711050281e-04 +5.657757042597096010e-04 +5.937663162102656744e-04 +2.476111565462577313e-07 +3.693003062437042992e-07 +0.000000000000000000e+00 +2.645978341454878724e-05 +7.644225098590600625e-05 +1.465473013457031023e-04 +2.080232306838398929e-04 +4.329074701616480113e-04 +5.366671631385714486e-04 +5.619267257940331909e-04 +5.785354467762069894e-04 +6.039800343253680153e-04 +1.226275125690799140e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.568216310552151456e-05 +9.012202852945158974e-05 +1.589639737646417314e-04 +2.069188424761213632e-04 +4.055111314721351543e-04 +4.876888806093817577e-04 +5.093768057468068102e-04 +5.294928975555045344e-04 +5.559518459191411079e-04 +3.266814777270864715e-05 +3.062323255503841271e-05 +4.150512823459745704e-05 +7.000774158845150439e-05 +9.860255923959121568e-05 +1.505604894890634807e-04 +1.786565557935248833e-04 +3.136607046729414199e-04 +3.661349519682098293e-04 +3.909879715129679217e-04 +4.234603323168019667e-04 +4.550287388033960731e-04 +4.090047546855420216e-05 +3.756923157240481227e-05 +5.036530644050813088e-05 +7.117240112908084079e-05 +8.380767062929526620e-05 +1.080092422847462772e-04 +1.121105152170611487e-04 +1.631795093556397016e-04 +1.804304656676902047e-04 +2.077522194751700113e-04 +2.612453814839543536e-04 +3.042561074440695195e-04 +8.813910236888878788e-06 +4.989422866733099578e-07 +4.180380006519595134e-07 +3.042199667830858668e-07 +1.883030668000719219e-07 +9.421546908444507627e-08 +2.517311638698095193e-08 +1.116537866239964429e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.711859137186008050e-05 +1.277647929088150138e-04 +7.998484885050573994e-05 +3.918728881748606563e-07 +8.487276069943390723e-08 +2.894504114145471258e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.746805492803092804e-04 +2.769498192171194593e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.927120447730729297e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.049879684048146621e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.399835927057697371e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.712808423255800909e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.077960349527799113e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.897438354545743489e-04 +4.443118799462987232e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.079552843275521638e-04 +1.487562872531829491e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.261772495920076748e-04 +2.177510458000061346e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.430497386556770897e-04 +1.886244411437863830e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.718393162685289373e-04 +1.145129586600897261e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.964405629747998637e-04 +1.236239974948972591e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.036963752864134107e-04 +6.089710887799124243e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.684144475016350367e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.578675528037616907e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.629344225459454855e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.251161597156696491e-04 +8.632979456147156504e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.471899757469561775e-04 +1.760770942132316485e-06 +7.147283467041535541e-07 +3.117017859997541342e-07 +1.158938757946145005e-07 +9.939210919559861758e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.304507241287307572e-05 +1.715642419237136459e-04 +1.844137251967009465e-04 +1.464057278911025134e-04 +1.004990592104969261e-04 +6.071779873453946833e-05 +3.822831498010259528e-05 +2.217588730997120561e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.540455045346424387e-05 +7.249977591194688750e-05 +1.990498833781862383e-05 +7.256989512603587763e-05 +1.267095541519960692e-04 +1.440363871919538203e-04 +1.426941598489256944e-04 +1.557961961374512618e-04 +1.671064778411049910e-04 +2.114037742363618258e-04 +2.079879441722011697e-04 +2.132335105758942633e-04 +2.407628400520524931e-04 +2.553986534311040351e-04 +2.051485620655655702e-07 +0.000000000000000000e+00 +4.572893448450785506e-05 +1.030451458803182150e-04 +1.652527349057405473e-04 +2.106383713546973165e-04 +3.547436273192634045e-04 +3.997956348483320968e-04 +4.064955273305737829e-04 +4.022664385133445332e-04 +4.077485115310214661e-04 +4.136865922643913622e-04 +7.725277032189056882e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.498127628395539677e-05 +1.183501936322217782e-04 +2.076829720317449927e-04 +3.948076532671345633e-04 +4.838261233873856213e-04 +5.195977088002027818e-04 +5.167511170609036947e-04 +5.142904037152395535e-04 +5.191177011011160027e-04 +2.351650060736044603e-07 +3.742996363630623157e-07 +0.000000000000000000e+00 +4.718777717947276237e-05 +9.911193189851318422e-05 +1.705842486720537520e-04 +2.511965092563209494e-04 +4.281611376482996416e-04 +5.412664114657210783e-04 +5.634602090136709568e-04 +5.644118155329240841e-04 +5.725477807093107491e-04 +3.703763527271817163e-07 +4.609894426406958154e-07 +4.657092758438505615e-06 +4.503538060544701893e-05 +8.846821878504408480e-05 +1.289746682349075552e-04 +1.863601574352854008e-04 +2.498901912588117474e-04 +4.248910441922090775e-04 +5.356360242472405333e-04 +5.615115931002598749e-04 +5.764452969085172773e-04 +5.262690418780171764e-07 +5.621892932161175016e-07 +1.873144386382875938e-05 +5.031038990523322671e-05 +8.390923769953828777e-05 +1.142021399151062769e-04 +1.383226552505007444e-04 +1.562834837508008724e-04 +2.285958210592302375e-04 +3.788761688294311168e-04 +4.535928286726904207e-04 +4.963659843142585954e-04 +1.970599580692097735e-05 +2.514928069437393919e-05 +4.290503941393114052e-05 +6.143572079893881634e-05 +8.085188601043968707e-05 +9.871780918674121017e-05 +1.127624348383928345e-04 +1.215742010451934446e-04 +1.268859821918972338e-04 +1.408590409108662891e-04 +1.630983874678072992e-04 +2.470075471243766085e-04 +7.458328278940471378e-05 +7.601370309730106180e-05 +9.231586364738108164e-05 +1.056204338089129541e-04 +1.184031101306602180e-04 +1.298046004776377935e-04 +1.384017640344971736e-04 +1.431691225713663436e-04 +1.436389505712386890e-04 +1.406908124097349538e-04 +1.375479914460324936e-04 +1.751359152261347432e-04 +9.844597416423068407e-05 +9.617868452198740541e-05 +1.125268403909034055e-04 +1.231117359634152587e-04 +1.324535997795300651e-04 +1.404000831268055667e-04 +1.458043243695700784e-04 +1.479103783786234487e-04 +1.471115192330886892e-04 +1.417143400253247424e-04 +1.372905520688161806e-04 +1.751753607999523494e-04 +2.755400024632485259e-05 +3.158454885083895788e-05 +4.898482373114513362e-05 +6.598745629615326337e-05 +8.352549595516429049e-05 +9.957447179959547773e-05 +1.121198882685617071e-04 +1.233831371955085017e-04 +1.488964998317081464e-04 +1.554371655602203143e-04 +1.846345697616458845e-04 +3.169741142171864676e-04 +5.944316749771847417e-07 +6.171953230042572629e-07 +1.766618155848801778e-05 +4.334495201316280517e-05 +7.111677439239438121e-05 +9.821005650232856926e-05 +1.222013833249051609e-04 +2.007838973797990557e-04 +3.534716259878055954e-04 +4.285560129115433838e-04 +4.567591837702135059e-04 +5.162143750757175291e-04 +4.178175975753301724e-07 +5.055168571037750062e-07 +1.624930017004678839e-06 +3.503995392523559076e-05 +7.658110735886190345e-05 +1.369067447180072393e-04 +2.201230781501238706e-04 +4.185122289826361907e-04 +5.579731578211287978e-04 +6.020130513646220665e-04 +6.176194339948757597e-04 +6.477616744494425370e-04 +2.482076890198058058e-07 +4.141402466537607482e-07 +0.000000000000000000e+00 +3.876680130278993726e-05 +1.157243570206684054e-04 +2.241592939265320457e-04 +4.474941739682020353e-04 +6.198878795714747461e-04 +6.829522852715802462e-04 +6.986135787447530230e-04 +7.058879475893084380e-04 +7.318137528071134079e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.066724025339614898e-05 +1.833887697577650565e-04 +4.590066684551818619e-04 +6.222778538603849227e-04 +7.259384557675123547e-04 +7.564887005336816666e-04 +7.589008852618334177e-04 +7.610610821574960265e-04 +7.847317362439575018e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.228474965922350671e-05 +1.207265573557057733e-04 +2.220395914292580455e-04 +5.345492552893282455e-04 +6.577900824730595255e-04 +7.294964083952539717e-04 +7.454308961312215796e-04 +7.441099321740325852e-04 +7.491370194735698720e-04 +7.749447550953209723e-04 +1.048349045868137726e-04 +5.491893088062299664e-05 +1.002305361701645624e-04 +1.669762247797371092e-04 +2.421736476639215038e-04 +5.114469039369124457e-04 +5.981112251762291370e-04 +6.404899002345096045e-04 +6.507170746387288835e-04 +6.579797548820222851e-04 +6.773574277651577815e-04 +7.103134172772499312e-04 +8.952026640136682403e-05 +5.689303417493151967e-05 +1.198138042315282829e-04 +1.778222486432381392e-04 +2.207050494279764097e-04 +3.816584666125276935e-04 +4.243384120750012529e-04 +4.410775238193569820e-04 +4.600061383092023614e-04 +4.938134895106392275e-04 +5.438667315670977533e-04 +5.921336534625868883e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.652265290970644166e-07 +1.292813267820026868e-04 +1.324773570526457630e-04 +1.406666102047052171e-04 +1.547596236835998011e-04 +1.619150990261109034e-04 +1.954437250156072889e-04 +2.586058954935469586e-04 +3.524701379335476860e-04 +4.250633698355699304e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.394822915880164179e-04 +2.298736529510903449e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.493379173901354040e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.867390505130550667e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.525208359755517971e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.056752525582675212e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.992108186996859387e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.062761387560788012e-05 +2.140579332255552679e-06 +7.536597834663408651e-07 +3.103142221731485625e-07 +1.079092467721732037e-07 +2.930223462070569089e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.879745132157155727e-05 +1.343953104060511129e-04 +2.202189739224725065e-04 +2.564241211442095151e-04 +2.614074596619657301e-04 +2.298888599652779217e-04 +1.925484208732954300e-04 +1.875211268234534411e-04 +2.197212070065988529e-04 +2.104667012821530086e-04 +2.129914442590507921e-04 +2.431199972561534173e-04 +3.037920250708944650e-04 +3.433988146846166643e-04 +6.409713240720957912e-05 +1.139483006259740935e-04 +1.952849114600369441e-04 +2.398942067261097995e-04 +2.996461177440668672e-04 +4.683077501753504421e-04 +5.095522051300728971e-04 +5.029145824334457955e-04 +4.880032795532015339e-04 +4.870627205502204757e-04 +5.050504903008502106e-04 +5.227135964848895382e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.583518339248374147e-05 +2.088620883170688616e-04 +4.446661516925982894e-04 +6.280614278955951122e-04 +6.950410396742710047e-04 +6.924492537063267096e-04 +6.711292235778819207e-04 +6.498235392354937160e-04 +6.419835727230377735e-04 +6.483624824030225680e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.948818206490034708e-05 +1.304149118222110268e-04 +2.681918956526695781e-04 +5.778656499336027024e-04 +7.280117341362159905e-04 +7.610659684972508271e-04 +7.533082180091153768e-04 +7.308294137138584244e-04 +7.142461559843491133e-04 +7.180379362403141539e-04 +7.656051214066053759e-08 +0.000000000000000000e+00 +7.042741808531300112e-06 +7.173053868161368514e-05 +1.907749042499483295e-04 +4.762705954019429643e-04 +6.406540485910226400e-04 +7.263478900428516115e-04 +7.525743483274031573e-04 +7.426892319284633497e-04 +7.287719933725406033e-04 +7.348922320262786263e-04 +3.036258831050278711e-07 +5.086741641426851140e-07 +9.816174465479578351e-06 +5.685154074972574687e-05 +1.125235160695920827e-04 +2.373209132537683287e-04 +4.600263709838258428e-04 +5.625121388629485217e-04 +6.638155778515022164e-04 +6.900071723909378648e-04 +6.886817722012497905e-04 +6.975273438025807833e-04 +5.360219811776270882e-07 +6.040975295248595183e-07 +1.769599708795631436e-05 +5.447971728951323829e-05 +9.284859165866444727e-05 +1.301757967027418440e-04 +1.818398650112990175e-04 +2.546470432702862695e-04 +4.313138132073003899e-04 +5.204251174007566835e-04 +5.605737200244210279e-04 +5.798195524482854411e-04 +1.392547716899911696e-05 +2.104429942944493687e-05 +4.065473881521573975e-05 +6.167277363289581124e-05 +8.322766275265789705e-05 +1.025850749679213373e-04 +1.178571920661635174e-04 +1.287419959683690630e-04 +1.494277253311627172e-04 +1.643884258035219843e-04 +2.633031212005919851e-04 +3.074960250300289781e-04 +7.305520132367748028e-05 +7.524290170334916304e-05 +9.244137269801981681e-05 +1.067012200992936292e-04 +1.201833154738874760e-04 +1.318714047956803586e-04 +1.402878411444942333e-04 +1.444795290714261929e-04 +1.450883858597499989e-04 +1.418523602413577231e-04 +1.664821909483269976e-04 +1.867747209826964077e-04 +1.027383839848370955e-04 +1.002029061428892664e-04 +1.169198269150554826e-04 +1.272556014858003219e-04 +1.359367673759327569e-04 +1.428301773348745541e-04 +1.468306115223700433e-04 +1.482724337942582923e-04 +1.448866980813095227e-04 +1.387196743452069104e-04 +1.536372235120490176e-04 +1.729078147725685629e-04 +2.637209843160065331e-05 +3.151020992582857333e-05 +5.056947706433383421e-05 +6.903101605477259342e-05 +8.738603641143428556e-05 +1.042951815391057323e-04 +1.175309076444788032e-04 +1.494552103357570832e-04 +1.598269930288532766e-04 +1.732023977574876587e-04 +2.883664407391461036e-04 +3.546114927944242013e-04 +6.376643710698556351e-07 +6.771715362500150438e-07 +2.003011731989836030e-05 +4.996604191810442695e-05 +8.406838658926359413e-05 +1.374050900251129644e-04 +1.858833264850457540e-04 +3.644533340212812713e-04 +4.557164427625731316e-04 +4.833895476753291630e-04 +5.267492402323515569e-04 +5.593192805317162000e-04 +3.930627638816270081e-07 +5.674324305623628223e-07 +1.152106091442542907e-05 +5.612809446821754553e-05 +1.668174916210955435e-04 +3.725658691302267131e-04 +4.893899471503452550e-04 +6.234296502110622893e-04 +6.784526566109935113e-04 +6.918811508573966549e-04 +6.996460217220488043e-04 +7.216354431247544313e-04 +1.664187938536827313e-07 +0.000000000000000000e+00 +1.930265002933322251e-05 +1.429838537965445690e-04 +3.953692754785732909e-04 +5.967178777174570641e-04 +7.372819847807647511e-04 +8.130197018055335036e-04 +8.351620397366777858e-04 +8.318284102359325234e-04 +8.261519146970220219e-04 +8.463959755370887217e-04 +8.256167796137898980e-07 +5.681762453061078303e-06 +8.510197714563234970e-05 +3.842338208605429960e-04 +6.326527802076120990e-04 +8.285009166908347033e-04 +9.280580484846175223e-04 +9.660959251736247078e-04 +9.641321946094921812e-04 +9.441227961184771702e-04 +9.290114860940332838e-04 +9.468607654726607327e-04 +6.101522502780546239e-05 +4.696019092675373405e-05 +1.758125532057490761e-04 +5.500604408736298146e-04 +7.844467616705895052e-04 +9.557690309432241961e-04 +1.018560779274583616e-03 +1.028035705714053227e-03 +1.008193524346500140e-03 +9.796139185037310276e-04 +9.637965967352074169e-04 +9.840017626646952592e-04 +0.000000000000000000e+00 +8.649819730985284778e-05 +4.364575243121715997e-04 +7.175378345900266163e-04 +8.675423242987337098e-04 +9.816731319622702852e-04 +1.005597800980878196e-03 +9.931622016597745073e-04 +9.673812055759479882e-04 +9.440802592048924951e-04 +9.399514857904072091e-04 +9.680488942707845927e-04 +5.005933179801419353e-06 +1.163509244477010295e-04 +4.887855649141218187e-04 +7.206453497215568448e-04 +8.041175721666612985e-04 +8.508936941898974328e-04 +8.453889093639653995e-04 +8.313128082587364822e-04 +8.237230987777698727e-04 +8.285519722878975082e-04 +8.546382719090349052e-04 +8.997762113676072539e-04 +1.737711225648173993e-04 +1.851240787264293180e-04 +2.943097831141009411e-04 +4.989054797881318669e-04 +5.392692781434357905e-04 +5.280331922580670150e-04 +5.168548652796490063e-04 +5.266421557775295649e-04 +5.684464937677225762e-04 +6.297382237087439331e-04 +7.082589284781782603e-04 +7.816935720529738637e-04 +1.019465701500232724e-05 +1.534527994554476866e-06 +4.817406255559310847e-07 +2.453492638636421880e-07 +7.263498307948179267e-08 +1.173774705020949513e-04 +1.237282088655966171e-04 +1.535928292832617465e-04 +2.442173020588792889e-04 +3.649809225049416772e-04 +5.129850601794664266e-04 +6.247058185132976435e-04 +7.366316105373416560e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.144983039426138215e-04 +3.017155147265658749e-04 +4.498479700572882581e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.251175539889021172e-04 +2.949328239342376514e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.742045191152256196e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.789484596175546203e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.282691806231094267e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.183902561666691061e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.857901254242432718e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.433524352589250971e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.125085567818187186e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.818343028134745661e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.341628585100067446e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.819713105887069266e-06 +1.316541881838474758e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.124141842063023644e-05 +1.939805478897576880e-04 +3.043855627565735531e-04 +2.079036251507552504e-04 +2.511702641165327850e-04 +2.698055678258858892e-04 +2.395238389254820109e-04 +1.922217304243752957e-04 +1.870361185135454565e-04 +1.642634798841292290e-04 +1.798937276466977585e-04 +2.350369326920257623e-04 +3.155632954614767238e-04 +4.269884844192164356e-04 +5.026612490792676862e-04 +2.602144619891815966e-04 +4.764800985283010153e-04 +6.353405259663046610e-04 +6.896540100735054461e-04 +6.723802140366210919e-04 +6.375002976540419765e-04 +6.044152588655527653e-04 +5.786881713829425053e-04 +5.764038564816415400e-04 +5.962223321923458812e-04 +6.387708399564736086e-04 +6.773086814770337130e-04 +1.086484420727857475e-04 +3.145748941833064740e-04 +6.152885023734447865e-04 +8.050867822532949050e-04 +8.908838308257286103e-04 +9.364966064221347166e-04 +9.134568377739474276e-04 +8.694556785623829215e-04 +8.274796307307203617e-04 +7.985138901991542353e-04 +7.932149772155556392e-04 +8.069905987311035925e-04 +1.342809915740938249e-04 +1.321035288822362157e-04 +4.241455858256638163e-04 +7.154930554323026166e-04 +9.230348654990963141e-04 +1.022092138821899124e-03 +1.036494837566575124e-03 +1.006037695044909855e-03 +9.581382986738681698e-04 +9.104456020191480353e-04 +8.812101335755475424e-04 +8.826208932878170646e-04 +1.237842237177434062e-04 +8.154590379800253611e-05 +1.701506441077248004e-04 +4.923321342716370508e-04 +7.580842415988634344e-04 +9.474704839731220565e-04 +1.016503402190834654e-03 +1.018151395938662190e-03 +9.858786158274341141e-04 +9.410057117019268507e-04 +9.061579012774432932e-04 +9.046107225477870379e-04 +2.324575756802742320e-07 +6.740834066190585400e-06 +7.077217794609564955e-05 +2.107784620984453174e-04 +5.238362652253301596e-04 +7.871841026554284460e-04 +9.015667618223735438e-04 +9.414550491498203943e-04 +9.348695938029852543e-04 +9.047315250439915552e-04 +8.758690352392863553e-04 +8.764371927706784190e-04 +2.217106010655679215e-07 +5.981284626360220607e-07 +2.687870352880370120e-05 +8.540969821797552407e-05 +2.254137389124739508e-04 +4.941283076984293813e-04 +6.745613470240090920e-04 +7.772452837999481445e-04 +8.118116932547763493e-04 +8.040484660487586368e-04 +7.890060789322844020e-04 +7.913604185999347299e-04 +5.553383697017811513e-07 +6.608479108168182567e-07 +2.103870861524087104e-05 +6.338045798779538603e-05 +1.093818813248752909e-04 +1.744156379124383975e-04 +2.659126439522949549e-04 +4.642643833059646990e-04 +5.711476344542170671e-04 +5.953237731320723926e-04 +6.181878958657032038e-04 +6.279444068099391055e-04 +1.063390799474085561e-05 +1.942202748443258808e-05 +4.120585027999073993e-05 +6.439669890608495451e-05 +8.747265528966812788e-05 +1.080346667309622721e-04 +1.248803560930491553e-04 +1.524146589087323395e-04 +1.611098941648259140e-04 +1.835120125298490259e-04 +2.916845376796708684e-04 +3.194384453039841843e-04 +7.483223518853558914e-05 +7.738151913778099111e-05 +9.530416874437668809e-05 +1.099647141450261887e-04 +1.234266747346398176e-04 +1.346126103767138985e-04 +1.420978009645422415e-04 +1.461832246981979071e-04 +1.442691150616997350e-04 +1.410322792705913809e-04 +1.679705071551023440e-04 +1.826862703455014027e-04 +1.115295251555441550e-04 +1.080376607623166298e-04 +1.248176199258196027e-04 +1.340898891879236732e-04 +1.411685885063418042e-04 +1.459965424272397514e-04 +1.476620044742673482e-04 +1.467310739189504572e-04 +1.406729212709321791e-04 +1.333698774327950307e-04 +1.477056541412849857e-04 +1.598671774679131738e-04 +2.930044247069354886e-05 +3.587123716135097164e-05 +5.562628344977412214e-05 +7.455014075524306902e-05 +9.333316542186206280e-05 +1.083710237957913563e-04 +1.210432288959655765e-04 +1.544022140084640431e-04 +1.601862432771423148e-04 +1.841343154806083214e-04 +3.050934169747816218e-04 +3.462096478151869021e-04 +7.082027078802413253e-07 +0.000000000000000000e+00 +2.629604042036024563e-05 +6.131008237789069000e-05 +1.196263459987083723e-04 +1.617809875874032265e-04 +2.275996748463808312e-04 +4.217942636275876628e-04 +4.871541801577852879e-04 +5.042985906079796524e-04 +5.432307638131893615e-04 +5.647212054128098249e-04 +3.968554803796672553e-07 +6.499796978971208247e-07 +2.810367776837201665e-05 +1.206471196411308769e-04 +3.487786476935545517e-04 +5.186325539687081359e-04 +6.157162590322439897e-04 +7.154656200341362113e-04 +7.456888698983951723e-04 +7.457877370608341668e-04 +7.442849547499759150e-04 +7.587857589665407583e-04 +8.506005838094254029e-08 +1.170861442469365966e-05 +1.138254724566076248e-04 +3.715796630017528649e-04 +6.432407513813223968e-04 +8.120082214213354991e-04 +9.058320377149067966e-04 +9.489978859330666346e-04 +9.500122640237115010e-04 +9.296814599884392844e-04 +9.109194669013070565e-04 +9.237050220338316074e-04 +2.771992087128340233e-05 +1.417653669944910259e-04 +3.951973520479448504e-04 +7.123472075935801317e-04 +9.521744659661507230e-04 +1.098865160773699777e-03 +1.163051026243012553e-03 +1.169276592942016793e-03 +1.140283301217606812e-03 +1.096714044325399406e-03 +1.063607490342220871e-03 +1.073319739574526933e-03 +1.686631373478620819e-04 +3.553440450647396510e-04 +6.688115440774318205e-04 +9.996961010754980195e-04 +1.208622389833774761e-03 +1.313007481666655929e-03 +1.333895963774557863e-03 +1.304097233888670739e-03 +1.249564514013623432e-03 +1.190635740416629267e-03 +1.151812307317043229e-03 +1.163387072766043943e-03 +2.370543738005619799e-04 +5.597149794608306935e-04 +9.623884364099330414e-04 +1.244275445215317936e-03 +1.387951397524654802e-03 +1.431839097052819846e-03 +1.406418635465402729e-03 +1.347667665819691791e-03 +1.279836578214364534e-03 +1.219372932022966000e-03 +1.187043577897576186e-03 +1.206100062705344920e-03 +3.008174949026489083e-04 +6.897377677904820712e-04 +1.097857403295572111e-03 +1.321566026115819073e-03 +1.393909421849850875e-03 +1.381447311009764006e-03 +1.327674930526522197e-03 +1.265168101797626860e-03 +1.210436361254278942e-03 +1.172309649825744064e-03 +1.165437598903160642e-03 +1.201502918508881058e-03 +5.120445879804901620e-04 +7.508956781584992047e-04 +9.959029891762382139e-04 +1.131608335692680127e-03 +1.136493537938604390e-03 +1.092851019732205171e-03 +1.050464859373507987e-03 +1.027977369853100851e-03 +1.026377151381228491e-03 +1.042939785407635519e-03 +1.085221705787054163e-03 +1.150263021489166025e-03 +1.309612605407636278e-04 +4.853871921885063133e-04 +6.808486874683099916e-04 +6.707915282436571584e-04 +6.153968292642752374e-04 +5.750838956023120348e-04 +5.807921662845873419e-04 +6.417354612585552710e-04 +7.359931522749462319e-04 +8.406607413861750177e-04 +9.554855257331389389e-04 +1.061013650617735442e-03 +3.804210926297557136e-06 +1.482003753064661136e-06 +1.308989216325674254e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.131807827847569787e-04 +3.935644295430878949e-04 +5.970211066303096050e-04 +7.984282057187222286e-04 +9.516148018189566488e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.091610086197528410e-04 +3.730384467978572994e-04 +6.469074626263066801e-04 +8.465945136505072114e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.245115119187421435e-04 +5.342084944229511401e-04 +7.701026432554762763e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.596641692776307121e-04 +4.839407489040097477e-04 +7.383701755204667792e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.794938982131487131e-04 +5.115298159588316847e-04 +7.540259581741663849e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.622496103643690620e-04 +5.635551550419931133e-04 +8.002798067899086296e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.036527301654677100e-04 +3.647309715243404271e-04 +6.381774793677401358e-04 +8.518869925537879070e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.024150162296665424e-04 +4.399894956652193774e-04 +6.827952864255294914e-04 +8.781602765063191516e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.294497196371974309e-05 +1.869890400943905709e-04 +4.288915503737306774e-04 +6.665425301251299943e-04 +8.581384988262305818e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.294137003414208515e-05 +3.239823073931522761e-04 +5.852391807584731700e-04 +7.889015497019207564e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.760166576098414490e-04 +4.799421038785431576e-04 +6.885618606300475571e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.935418594000925672e-05 +3.609418615025347687e-04 +5.862369895858015028e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.829113925558120776e-04 +5.159585736797759475e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.757012901789992055e-04 +5.018481916786124864e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.151875509870425707e-05 +3.466807766861824177e-04 +5.510275380406774899e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.637281623554451163e-05 +2.400602123030955973e-04 +4.840380222645256211e-04 +6.530378982432839818e-04 +2.707691017889428571e-04 +3.111652326580500757e-06 +9.040660404784299405e-07 +2.216375128357911714e-07 +0.000000000000000000e+00 +8.566690929545693958e-05 +1.109982056433623886e-04 +2.124027401125436426e-04 +3.434356110473161606e-04 +5.015607481631566061e-04 +6.675705029880175901e-04 +7.842021092024324810e-04 +2.313571722710706328e-04 +5.864458267722906038e-04 +8.104128833863397108e-04 +8.289756360773988930e-04 +7.609285166472818307e-04 +7.051144929493774558e-04 +6.681742951371386898e-04 +6.769928438980091570e-04 +7.153736860837225453e-04 +7.721561810734950361e-04 +8.481279383517068352e-04 +9.154672250688544993e-04 +2.079150531794720063e-04 +6.384692829168463245e-04 +1.067225218800741185e-03 +1.246155877053132469e-03 +1.258590131837759645e-03 +1.199999599484162819e-03 +1.123817411766780006e-03 +1.057185347984853155e-03 +1.010101141255735418e-03 +9.853671467765024242e-04 +9.915793284297189959e-04 +1.020504082405659972e-03 +1.859429159123430965e-04 +5.190639749925061650e-04 +9.998957569580075536e-04 +1.295146993061311843e-03 +1.411526407019439823e-03 +1.413784140442407664e-03 +1.351761997397461215e-03 +1.266873036090501855e-03 +1.183183284888970899e-03 +1.114656744509676025e-03 +1.078074986942592368e-03 +1.082389932830550875e-03 +1.363434481621092628e-04 +3.939724173689893331e-04 +8.009840089865580531e-04 +1.128365915150295485e-03 +1.323714462655549862e-03 +1.396488772337010301e-03 +1.382187285631476586e-03 +1.319253407121951868e-03 +1.237209717800982246e-03 +1.157131978805361026e-03 +1.102261357035488843e-03 +1.094754364699082215e-03 +9.944661753087056513e-05 +2.797314326006569794e-04 +5.514316409185367890e-04 +8.671122304591068371e-04 +1.106314877590608209e-03 +1.239744130777752432e-03 +1.278684879861503084e-03 +1.254323714794898731e-03 +1.195231247918183753e-03 +1.124879720524938828e-03 +1.069734060746160408e-03 +1.059869179369007670e-03 +1.025404584513179585e-07 +6.546967201911115485e-05 +3.012954187349778791e-04 +5.472923900434764708e-04 +8.314855271902921521e-04 +1.011677179241998520e-03 +1.096190489865786532e-03 +1.111489508461647579e-03 +1.082953482791305412e-03 +1.033305918614955575e-03 +9.886841590384838618e-04 +9.811988159144024134e-04 +1.736266543483818578e-07 +0.000000000000000000e+00 +6.631935991216696385e-05 +1.902345429780790385e-04 +4.681217825465415093e-04 +6.881918025144265465e-04 +8.384028933703904958e-04 +8.994938255529836288e-04 +9.038327625711668322e-04 +8.812438559510318197e-04 +8.525525311428595312e-04 +8.461976902375087806e-04 +6.065945922530170153e-07 +7.394851029674895358e-07 +2.750966424028833266e-05 +7.844343509801650208e-05 +1.510847417066150770e-04 +2.282551312986052508e-04 +4.586086869635633430e-04 +5.910570832797744367e-04 +6.271964785090498786e-04 +6.475365429406351476e-04 +6.432647986069551420e-04 +6.409715061446919675e-04 +1.078359332760023170e-05 +2.091028710823505902e-05 +4.485592344567658501e-05 +6.958321945912051437e-05 +9.376721058849118312e-05 +1.144251429573281208e-04 +1.484074858211429488e-04 +1.625470886737855460e-04 +1.745626220945874999e-04 +2.713208705067922171e-04 +3.089273700318128269e-04 +3.104869088988533241e-04 +8.095914165285041466e-05 +8.319799473820276155e-05 +1.016113973001523042e-04 +1.158960571941358372e-04 +1.284116509370524298e-04 +1.381106845508596188e-04 +1.450172292306028401e-04 +1.458926335656074804e-04 +1.429511752619401271e-04 +1.668158476357525571e-04 +1.649376424809173276e-04 +1.707312405513585114e-04 +1.254411540106542804e-04 +1.200111306368784850e-04 +1.364479766269454015e-04 +1.435979007708416521e-04 +1.478837614023075430e-04 +1.495435994978995390e-04 +1.488535530415583286e-04 +1.435587191130897780e-04 +1.352263685875184805e-04 +1.423974047574871015e-04 +1.359840872225238993e-04 +1.390404137116158791e-04 +3.755618971409887272e-05 +4.409577463231292193e-05 +6.427450581492727096e-05 +8.201945124887905826e-05 +9.878746278494059238e-05 +1.119590430412955066e-04 +1.425339642348640175e-04 +1.537147470854606057e-04 +1.632702684468719098e-04 +2.516812716660001524e-04 +2.987811816973297329e-04 +3.094713758880139848e-04 +8.256026706762705015e-07 +1.868729155597238256e-06 +3.525359316740440507e-05 +7.149402820756890688e-05 +1.349234149138698723e-04 +1.882491319420297638e-04 +3.531868366824784705e-04 +4.536918497600620024e-04 +4.811489374503808130e-04 +5.105127011788662380e-04 +5.205918375729800922e-04 +5.291846958111813852e-04 +4.750961408953567456e-07 +7.587435417148311257e-07 +6.056171961750197904e-05 +1.560794856855031757e-04 +4.225936859869624087e-04 +5.770799131193855326e-04 +6.930155042845354127e-04 +7.474692741408303252e-04 +7.580064974311791258e-04 +7.508231886136148159e-04 +7.395575763602172097e-04 +7.460710562085607614e-04 +1.096223220263028386e-07 +3.189838296064910532e-05 +2.619336091208028972e-04 +5.240354043588085417e-04 +7.745165642228470960e-04 +9.225328877488913216e-04 +9.982503047399134306e-04 +1.017979644141979141e-03 +1.001914718317097660e-03 +9.687437270591698051e-04 +9.405113982197870013e-04 +9.457435344574680568e-04 +2.508310567643197778e-05 +2.081188164360763264e-04 +5.991996289702126305e-04 +9.349812357531947287e-04 +1.164753424300132064e-03 +1.285838883212391762e-03 +1.321964540890624516e-03 +1.301246295336629544e-03 +1.249104869923075645e-03 +1.186713305240892722e-03 +1.139991121869424412e-03 +1.141578575091412940e-03 +1.557900082674536137e-04 +5.159917947722069635e-04 +9.931736857132079759e-04 +1.335691859583676769e-03 +1.526620483999201628e-03 +1.595091276145036829e-03 +1.578445337753608003e-03 +1.513068402120282610e-03 +1.427292822577462886e-03 +1.342284602958602113e-03 +1.284322027392101459e-03 +1.286888721610318946e-03 +5.297877962160793845e-04 +9.798273784953947033e-04 +1.419514159746316628e-03 +1.707406100041033038e-03 +1.828066396375670937e-03 +1.827030024867830988e-03 +1.753855477404726556e-03 +1.649298798309327928e-03 +1.540420719476049511e-03 +1.444886741584035326e-03 +1.386368814723803848e-03 +1.395022977888679856e-03 +5.410898166502042979e-04 +1.110763197051354472e-03 +1.639887490345325570e-03 +1.906302412145444852e-03 +1.962385987107486112e-03 +1.901648288747927835e-03 +1.791357704524015881e-03 +1.672519443638835219e-03 +1.565939616491703306e-03 +1.482492620709535388e-03 +1.441190244282133763e-03 +1.465063416605969296e-03 +3.096831377711863282e-04 +9.469329760512305546e-04 +1.572040378780153753e-03 +1.812924972337538222e-03 +1.819241361426396277e-03 +1.734555484164640275e-03 +1.634158970971503642e-03 +1.548156227536926985e-03 +1.484603607539041999e-03 +1.445352171401226337e-03 +1.444430812613117223e-03 +1.495371007570483416e-03 +2.942831730812413976e-04 +8.144947074416022861e-04 +1.265141071415709943e-03 +1.373369220090033590e-03 +1.336650283609078270e-03 +1.280146744588213153e-03 +1.258476735063450988e-03 +1.268665056812145467e-03 +1.297907405453806000e-03 +1.338535971853098069e-03 +1.401763018342407985e-03 +1.491473876315032795e-03 +3.234656726392151540e-04 +6.722172683208898309e-04 +7.282535720325914287e-04 +6.499308358658287613e-04 +6.026080519898568922e-04 +6.121461082122373921e-04 +7.132374971928853074e-04 +8.747872647360322752e-04 +1.038651376939277778e-03 +1.187209421428812037e-03 +1.331580899867637396e-03 +1.467830154606118319e-03 +2.623681082388110069e-05 +1.819826696550314755e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.035631005878658114e-04 +4.824270130418422992e-04 +7.731022304047485694e-04 +1.035212158523095890e-03 +1.262649239191573035e-03 +1.445451969210104475e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.233080116631617530e-04 +5.951758220525874389e-04 +9.342019323430955863e-04 +1.226475101086174028e-03 +1.446016447907945163e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.431234342948234568e-04 +5.526131442508933241e-04 +9.232096368600520297e-04 +1.245975544566430221e-03 +1.483956219158953822e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.639701280894129185e-04 +6.608271272840247988e-04 +1.012617944623029481e-03 +1.324939305238319017e-03 +1.559509100201047918e-03 +4.623225053387209447e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.496683073923807372e-04 +5.673139736111064034e-04 +8.860473837121831710e-04 +1.174169275845058031e-03 +1.442007582716861667e-03 +1.656134585584950834e-03 +9.839279848050127121e-06 +0.000000000000000000e+00 +5.766009504907026670e-04 +6.312811797583024569e-04 +6.307921892952961544e-04 +6.633212325991442917e-04 +7.827190111914926907e-04 +9.569910564163102351e-04 +1.141178895655953337e-03 +1.346742389146334895e-03 +1.557995611328544163e-03 +1.744688808924742176e-03 +5.661116044486647330e-04 +1.047875356188958948e-03 +1.500881193743596170e-03 +1.550144856629002369e-03 +1.392328497862794796e-03 +1.259681572764050940e-03 +1.208716082620834523e-03 +1.233307946204765908e-03 +1.322737539153453264e-03 +1.458571069134341350e-03 +1.627658605915097102e-03 +1.793370881093862444e-03 +4.939725473287995446e-04 +1.213101593358820694e-03 +1.741966096853055914e-03 +1.764016058453191484e-03 +1.554148931868750121e-03 +1.365258897479786288e-03 +1.269466539541767077e-03 +1.252821917284908070e-03 +1.331980158368474988e-03 +1.456206939731796105e-03 +1.618842133396271137e-03 +1.780027998295325960e-03 +5.075097659492939627e-04 +1.000031633180761912e-03 +1.150064680164695520e-03 +1.068459827872933303e-03 +9.621309590279703786e-04 +8.767614909201773294e-04 +9.153216334042008073e-04 +1.016650788080669969e-03 +1.153042834274322758e-03 +1.329732287074013135e-03 +1.526093865593018120e-03 +1.701388622604817387e-03 +2.749636701559328322e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.795650034996950126e-05 +3.138313105897429819e-04 +5.870658811024100044e-04 +8.610953903059718768e-04 +1.118347580201076207e-03 +1.374132394064694852e-03 +1.575079721594090099e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.766826107002441996e-04 +5.564477103551892286e-04 +8.928359698162505534e-04 +1.207167390438491743e-03 +1.433305635164512518e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.481373923036933191e-04 +7.275672947737767127e-04 +1.073412687132374154e-03 +1.311123659414507349e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.018832082666975309e-04 +6.719186005519847422e-04 +1.006471101083389373e-03 +1.234201363572918174e-03 +1.147528236604957328e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.227375097607805235e-05 +4.228867778354287467e-04 +7.345641967316398182e-04 +1.015139388910739522e-03 +1.211128014576423302e-03 +1.660421893319332696e-05 +3.527358693784165181e-06 +3.122970164942927855e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.197700981815736043e-05 +2.219456736846323617e-04 +4.359471205940825770e-04 +6.664284705242643500e-04 +8.859449684178960591e-04 +1.083663536998521722e-03 +1.232686892322201570e-03 +5.222644735591000682e-04 +8.903317912944574324e-04 +1.007138553948231340e-03 +9.248337950067448028e-04 +8.158543220842929102e-04 +7.772587572121059151e-04 +8.060206843561826826e-04 +8.850585054075382849e-04 +9.791704829553076004e-04 +1.075140036335106835e-03 +1.180301249702278088e-03 +1.277236854988260048e-03 +5.679891554172358022e-04 +1.138043477612287217e-03 +1.543234350003269521e-03 +1.628042125507108296e-03 +1.549363304815566450e-03 +1.440165023573518766e-03 +1.348598978513445299e-03 +1.288620983634978460e-03 +1.256002933260645833e-03 +1.246413215735020161e-03 +1.269355627806001419e-03 +1.319134403346942670e-03 +5.250211004936703243e-04 +1.113205244166130163e-03 +1.668167302573734861e-03 +1.903950558062570504e-03 +1.909660845382079534e-03 +1.807977481923941834e-03 +1.673678302074175627e-03 +1.545078151954522175e-03 +1.437928326899569039e-03 +1.358822023546536664e-03 +1.322538103862527792e-03 +1.336591967845835198e-03 +4.347820925579631238e-04 +9.046375993941889243e-04 +1.469162210635150366e-03 +1.800164188449388837e-03 +1.909307270389463051e-03 +1.875557379417808288e-03 +1.767755035892284565e-03 +1.634343181996567029e-03 +1.504014997797751890e-03 +1.393630448164533131e-03 +1.324574794562366660e-03 +1.316539742243009493e-03 +3.124342464900196903e-04 +6.402504814143657056e-04 +1.116859305754180432e-03 +1.483269478718432467e-03 +1.678352804919854436e-03 +1.727873780456151307e-03 +1.680001533291941400e-03 +1.580606397826922688e-03 +1.463554853339519429e-03 +1.352381732514693589e-03 +1.273603691438721704e-03 +1.255746999246614131e-03 +2.260331757444214798e-04 +4.134742953990972652e-04 +7.596106846499374107e-04 +1.108824886543544096e-03 +1.349827885473752105e-03 +1.465194239336371643e-03 +1.479349562388857300e-03 +1.427804639377451557e-03 +1.342752761999496496e-03 +1.249737990043537500e-03 +1.177366138827405087e-03 +1.158434938880369136e-03 +3.948533987368813515e-07 +1.190640746984007687e-04 +4.187399858322865759e-04 +7.435809768569131553e-04 +1.002592450790250897e-03 +1.155956393379767430e-03 +1.220848640447320900e-03 +1.215146377397581133e-03 +1.167105142430101663e-03 +1.100924997715070370e-03 +1.043838871318373412e-03 +1.027674161949666256e-03 +2.270182833151203927e-07 +1.016671144855359577e-07 +1.040809189051296335e-04 +3.620498960334226192e-04 +6.142818216099175206e-04 +7.747818356561815079e-04 +9.062144201313520383e-04 +9.458379145716433976e-04 +9.337996674899053844e-04 +8.989653046975220382e-04 +8.606454953763746293e-04 +8.450738334358838966e-04 +7.157989017927782910e-07 +0.000000000000000000e+00 +3.692411227906750726e-05 +1.112761701083109109e-04 +1.756406706279479686e-04 +2.486671017296008136e-04 +5.112849336004677463e-04 +6.082544922106549595e-04 +6.232405340376744908e-04 +6.348178130070939156e-04 +6.192396822314498797e-04 +6.076496899548101179e-04 +1.556435938659146898e-05 +2.679708141841604711e-05 +5.195866214563205223e-05 +7.741727289783526444e-05 +1.002600773784296243e-04 +1.186978968644160858e-04 +1.527349483620940064e-04 +1.608511554718228297e-04 +1.689092465821731830e-04 +2.703291065836464563e-04 +2.844703076303900665e-04 +2.766810040585005815e-04 +9.219448600559547393e-05 +9.325459315053153840e-05 +1.116675050514265836e-04 +1.245168511663662558e-04 +1.348371975304087881e-04 +1.417913266966678448e-04 +1.457882842811633552e-04 +1.432217258425014358e-04 +1.370627475597735207e-04 +1.593514251045359770e-04 +1.496940709392512929e-04 +1.494759810606181480e-04 +1.448901154088690156e-04 +1.364035075140154340e-04 +1.518752542963153066e-04 +1.556392144018952772e-04 +1.557875413955178581e-04 +1.529862745227674489e-04 +1.476876604467923049e-04 +1.379956750576620008e-04 +1.254969676115702472e-04 +1.260034851319454322e-04 +1.137682764434121331e-04 +1.096755779995213016e-04 +5.257084861761795579e-05 +5.779265935195366957e-05 +7.671497081053974345e-05 +9.091608141179727460e-05 +1.031296195908243336e-04 +1.111880576250044250e-04 +1.345282691928414087e-04 +1.389543821110918436e-04 +1.420187373387433874e-04 +2.131637172378270920e-04 +2.397816624758730686e-04 +2.406049413960332053e-04 +1.008333214758989950e-06 +1.119794085798606181e-05 +4.598276256584342550e-05 +7.934422411359883171e-05 +1.367317434728575946e-04 +1.813551496689647363e-04 +3.270395059493281663e-04 +4.037775855272790265e-04 +4.207140742140032534e-04 +4.411633602941463558e-04 +4.445286843899549424e-04 +4.451621280425727785e-04 +6.732449794875388974e-07 +0.000000000000000000e+00 +7.589313488922298735e-05 +1.676875311268437004e-04 +4.198669660113252614e-04 +5.564097358040756601e-04 +6.537726835220980266e-04 +6.931323635979530192e-04 +6.957046927644205958e-04 +6.844928339703565097e-04 +6.715058296897750837e-04 +6.714442766170995508e-04 +3.552276683854670088e-07 +4.801315881303583127e-05 +3.114720707589742300e-04 +5.620000271145831477e-04 +7.928784773033110316e-04 +9.211775295385302327e-04 +9.793636058929597408e-04 +9.863568536729206294e-04 +9.626337255014995450e-04 +9.258076633271797046e-04 +8.962934679538146331e-04 +8.958295392430367298e-04 +1.024856136211988074e-04 +2.833027465203538132e-04 +6.823125151288114828e-04 +1.018093452056759727e-03 +1.234245486152403624e-03 +1.334835681084905416e-03 +1.351437420580187034e-03 +1.315505141752096405e-03 +1.252861832104179476e-03 +1.183977823571586482e-03 +1.133721703998215053e-03 +1.129741945256336174e-03 +3.888741327108932093e-04 +6.742941528966484455e-04 +1.147968879732567471e-03 +1.499699525122317762e-03 +1.679424477376751735e-03 +1.724824302031496620e-03 +1.683936680396555963e-03 +1.597673145332510324e-03 +1.495376016136020121e-03 +1.397951646714532545e-03 +1.331680342416127370e-03 +1.327922491603997571e-03 +5.845125707629094053e-04 +1.140328625151342716e-03 +1.670598192976198958e-03 +1.990680025601127435e-03 +2.101851474142537365e-03 +2.072307582271006379e-03 +1.966351374061213724e-03 +1.831069980940640187e-03 +1.695554316379585882e-03 +1.577932054563138719e-03 +1.503291940333810082e-03 +1.503681977792386106e-03 +6.487196729319320409e-04 +1.371110313346465565e-03 +2.032698850865161631e-03 +2.348691873505488401e-03 +2.395246685169811259e-03 +2.297373001498111654e-03 +2.141505172124935109e-03 +1.977575507024165354e-03 +1.829922487008039684e-03 +1.710873602541530250e-03 +1.642574605041277006e-03 +1.654950605828689600e-03 +7.670165565612540367e-04 +1.421952882348597813e-03 +2.147070927914082432e-03 +2.444769194931438027e-03 +2.440186459967106508e-03 +2.308363151180792185e-03 +2.146706885029579966e-03 +1.997690871222723187e-03 +1.875100902780476664e-03 +1.783579839163984158e-03 +1.742276154432655100e-03 +1.777414914743488585e-03 +5.560504994789027813e-04 +1.336373430019536113e-03 +1.979133457698709336e-03 +2.175084355537655612e-03 +2.137813132037011225e-03 +2.037936702233663321e-03 +1.944746164330445320e-03 +1.874424586627035545e-03 +1.825261235243274627e-03 +1.795333301373859981e-03 +1.803411234153280305e-03 +1.872444831331507992e-03 +4.684603536382900084e-04 +1.087797269696607217e-03 +1.395274083761064007e-03 +1.460722189665365463e-03 +1.461859085115644165e-03 +1.490349027960549645e-03 +1.556353394496848503e-03 +1.633219681589611998e-03 +1.703435549052520351e-03 +1.764002152416711605e-03 +1.838584561893870069e-03 +1.949377043016849815e-03 +2.609974926188056736e-04 +3.295287658150787167e-04 +3.254463734805751484e-04 +4.636748208431554566e-04 +6.014809758772359481e-04 +8.144508226355397489e-04 +1.090348501231854081e-03 +1.353189399293816845e-03 +1.564425380938250058e-03 +1.725717585268351454e-03 +1.870612283329366491e-03 +2.023908988622844223e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.975368780007245253e-04 +7.469828132655053797e-04 +1.154525465268097049e-03 +1.483441860360236670e-03 +1.725764176665375979e-03 +1.925971399830551760e-03 +2.113046629880654080e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.543065392420666856e-04 +6.798743162390408299e-04 +1.149211642526409708e-03 +1.527048196942482321e-03 +1.801313361114578260e-03 +2.024217956980616309e-03 +2.227815333305193084e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.290355428810828179e-05 +4.792400785544927437e-04 +9.723011603718109512e-04 +1.390128741770256570e-03 +1.720482224295798255e-03 +1.962318611397271574e-03 +2.167303881734740107e-03 +2.366506591809094777e-03 +2.218213522460573848e-04 +0.000000000000000000e+00 +5.948976589664297559e-04 +8.385685514864984341e-04 +1.043858542589677554e-03 +1.315173829038565438e-03 +1.585517204262081687e-03 +1.830064454898971960e-03 +2.025471753020527486e-03 +2.180425602782894070e-03 +2.334286560257787732e-03 +2.511930852775397498e-03 +7.731990362292229853e-04 +1.736048310428720941e-03 +2.452113714330624288e-03 +2.588824982614190955e-03 +2.494604192881395843e-03 +2.384652178687675459e-03 +2.326117556818624137e-03 +2.318668865890206182e-03 +2.345272108747088833e-03 +2.394192677662304591e-03 +2.485606655428787646e-03 +2.635027532777264002e-03 +1.453335592086715854e-03 +2.892784594974096273e-03 +3.977110544252698311e-03 +4.040315895369011624e-03 +3.636619952458136455e-03 +3.193739199745514960e-03 +2.862175313919747624e-03 +2.660982148235476082e-03 +2.561136079071486653e-03 +2.531263541903811930e-03 +2.576681892268100488e-03 +2.704386715134786921e-03 +1.439407904465860033e-03 +3.180074649338941739e-03 +4.341633897730129074e-03 +4.358981811276350406e-03 +3.869622422662693552e-03 +3.345234037050917771e-03 +2.952085272747802334e-03 +2.709159926738934337e-03 +2.583611102791991045e-03 +2.538520486437655186e-03 +2.575605734381475245e-03 +2.698116732658376211e-03 +1.169758755823374500e-03 +2.536700368277588352e-03 +3.335607446373691463e-03 +3.345585201560154730e-03 +3.057819316078285322e-03 +2.751929864644456908e-03 +2.543233729301680891e-03 +2.432679779309472948e-03 +2.394718919364420637e-03 +2.405883288370003811e-03 +2.476833571461359036e-03 +2.612854057081790207e-03 +5.054439198420982750e-04 +1.041328119137797503e-03 +1.400507556204367340e-03 +1.500309590281639341e-03 +1.581386361504389087e-03 +1.669132477391172638e-03 +1.799536633252720244e-03 +1.932992270671413798e-03 +2.057590116058185398e-03 +2.171688681997853334e-03 +2.304197333978991180e-03 +2.465686544492556431e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.859550806196478482e-04 +6.507221366294054432e-04 +1.054741128189891309e-03 +1.400712774196247179e-03 +1.687930802221765392e-03 +1.906676579676095263e-03 +2.101623224243587187e-03 +2.287991750384516312e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.053184508675703550e-05 +5.749529201341148366e-04 +1.023422475489000347e-03 +1.403538215342840312e-03 +1.684569883218771250e-03 +1.916012295680144572e-03 +2.113992160633755297e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.023834701944202183e-05 +4.790671969686519593e-04 +9.038871064839483147e-04 +1.276276554971038976e-03 +1.553690448415585845e-03 +1.780262284309815177e-03 +1.969139732040364049e-03 +2.022577958624386264e-04 +2.521572951206418281e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.275933565259224284e-04 +3.694235908944344194e-04 +7.109593143962281755e-04 +1.032189427388751322e-03 +1.310248432625871510e-03 +1.522433977189587831e-03 +1.703748362182897109e-03 +1.863094120911977514e-03 +4.863404668397773752e-04 +8.620314366030660657e-04 +9.756021825554143630e-04 +9.397729929231790754e-04 +9.304072742214910662e-04 +1.016054292213214088e-03 +1.162864710913852958e-03 +1.317687789559339896e-03 +1.452508257293181693e-03 +1.562996134920131798e-03 +1.673169016379612468e-03 +1.789448436966203579e-03 +5.598716322687961097e-04 +1.241906626815019463e-03 +1.777423994070389569e-03 +1.869246218185792322e-03 +1.791131033745388054e-03 +1.707793647391139379e-03 +1.655366245031225907e-03 +1.631297275078276866e-03 +1.623915330853681772e-03 +1.628214140449249676e-03 +1.661503725969532474e-03 +1.731122477717561992e-03 +6.287412457174643230e-04 +1.507816260911831350e-03 +2.214123216043419398e-03 +2.414681256876717932e-03 +2.338889754549579314e-03 +2.174228603198308414e-03 +2.005413187625321690e-03 +1.862533748778238832e-03 +1.751131601467220819e-03 +1.671500463139756389e-03 +1.639807800229190274e-03 +1.668227119522329742e-03 +6.586558995980138810e-04 +1.520877699489826427e-03 +2.222351071659043730e-03 +2.493766426870808357e-03 +2.480505548032476641e-03 +2.332531417769680929e-03 +2.140686741068869182e-03 +1.952815284180457051e-03 +1.789885661369452216e-03 +1.661371850590396973e-03 +1.586728431428090441e-03 +1.584990618765317726e-03 +7.870665753849865123e-04 +1.279712661489812485e-03 +1.861481982935332419e-03 +2.198606355410325820e-03 +2.288140922426567993e-03 +2.219360617541817245e-03 +2.070846435741271075e-03 +1.896949444971257528e-03 +1.729436319509697773e-03 +1.586743526810989414e-03 +1.493005544384445231e-03 +1.473624343125988110e-03 +1.811878902613667675e-04 +6.669721069350091841e-04 +1.297105539773512782e-03 +1.712213520816032635e-03 +1.904188605563641350e-03 +1.930083154335963903e-03 +1.853274214462481001e-03 +1.726224385499094830e-03 +1.585137701209073579e-03 +1.454206078425213794e-03 +1.360966068759594284e-03 +1.334706685979680568e-03 +1.184381980993330597e-05 +2.907536713407746784e-04 +8.071732725226572237e-04 +1.220527311572890865e-03 +1.467654013102150752e-03 +1.565954540220427897e-03 +1.557868953320822470e-03 +1.486171147884844668e-03 +1.385152355825500963e-03 +1.280441387521150370e-03 +1.200279513479301455e-03 +1.174344651237635775e-03 +7.393383589122109689e-08 +5.586167939945554397e-05 +4.228208377049454169e-04 +7.945866815953839864e-04 +1.054141623246206572e-03 +1.190575207668677533e-03 +1.235441660623011039e-03 +1.212954685329184273e-03 +1.152959849760529145e-03 +1.079346989346205345e-03 +1.018002283636607313e-03 +9.947552261583261692e-04 +4.250054789848612218e-07 +0.000000000000000000e+00 +1.121210182359038277e-04 +3.818296720711584157e-04 +6.313320060270249815e-04 +7.721216040209126757e-04 +8.801662264733788304e-04 +9.025698764578425929e-04 +8.793791093229797167e-04 +8.379325454518850476e-04 +7.960712266017213028e-04 +7.721540638882606151e-04 +9.043856826776426836e-07 +0.000000000000000000e+00 +4.785230771381282679e-05 +1.238597737011981419e-04 +1.849968035916762902e-04 +2.482208626082233545e-04 +4.808978179586711598e-04 +5.568690841604592929e-04 +5.597871808353114187e-04 +5.599558152937556856e-04 +5.386883960027223162e-04 +5.183287695143266914e-04 +2.624019575243109634e-05 +3.739652039861870065e-05 +6.288664773690246597e-05 +8.660756051305944822e-05 +1.062090315027679904e-04 +1.202050818645407322e-04 +1.472396741565387983e-04 +1.496339455271047275e-04 +1.507007196052226089e-04 +2.275168908792034512e-04 +2.308955653693924200e-04 +2.164807889518509669e-04 +1.091968572833038916e-04 +1.078946827077976236e-04 +1.256617776898802960e-04 +1.356866576504844326e-04 +1.423389111821000866e-04 +1.451313218541196127e-04 +1.446290944826110123e-04 +1.377531328207944365e-04 +1.272879772699352942e-04 +1.395662085264561783e-04 +1.252215664277448359e-04 +1.181690325793628319e-04 +1.700466669924136705e-04 +1.571740156782026291e-04 +1.709414798165509951e-04 +1.699604256856951682e-04 +1.645740930166466991e-04 +1.560239513808299992e-04 +1.441995557452611910e-04 +1.298636113569677085e-04 +1.119237602983374363e-04 +9.310170033921731192e-05 +8.281674140061108481e-05 +7.186152273792489507e-05 +7.795824791674045573e-05 +7.773005706541570949e-05 +9.290089939642945176e-05 +1.006596539834228896e-04 +1.054514068482148169e-04 +1.053752457170141997e-04 +1.023904869795517499e-04 +1.102206439731663487e-04 +1.010822217671742237e-04 +1.030707187603579681e-04 +1.394229063219437853e-04 +1.404149682413609226e-04 +1.498372582132037472e-05 +3.004303488062074436e-05 +5.836207200177399688e-05 +8.285374298808230085e-05 +1.219396335013389919e-04 +1.414877373321912703e-04 +1.757898656696701772e-04 +2.769901602837665272e-04 +3.022829084683818649e-04 +3.031046186149302267e-04 +3.136155909270287164e-04 +3.092374770297566457e-04 +1.026137694165633006e-06 +9.490051633925988470e-06 +7.772225476939812253e-05 +1.514498531808451253e-04 +3.323109767160963425e-04 +4.414265604490496078e-04 +4.924089759163793444e-04 +5.391012158639567559e-04 +5.457395298663265427e-04 +5.376025749925270958e-04 +5.317659447567803102e-04 +5.273338805334587022e-04 +6.628111407008324103e-07 +4.041529335019489611e-05 +2.665814384501690761e-04 +4.826508159522126381e-04 +6.678446114714522595e-04 +7.736356980043838406e-04 +8.186141349107451792e-04 +8.277894294515680557e-04 +8.110429616106058044e-04 +7.842876422200628769e-04 +7.648977388299294791e-04 +7.621356559536039818e-04 +1.157967837645382647e-06 +1.848478642189485478e-04 +5.985271942547910288e-04 +9.092650878084825201e-04 +1.100601550327170433e-03 +1.188756308456904564e-03 +1.203360313530691750e-03 +1.173378575726351019e-03 +1.121104663043082398e-03 +1.064605178791042453e-03 +1.025668672945029758e-03 +1.020854308215041672e-03 +4.649925229660902286e-05 +4.771823727183317158e-04 +1.049522763774461210e-03 +1.410963269657906135e-03 +1.584084040923305252e-03 +1.625742209427881186e-03 +1.586967883326534422e-03 +1.507337478096839765e-03 +1.414095426079142433e-03 +1.326490561347359919e-03 +1.268977730317527716e-03 +1.264381149479192664e-03 +3.889555784729090788e-04 +9.889402746199550329e-04 +1.629641072743263051e-03 +1.985597329911231550e-03 +2.102843412058688459e-03 +2.072135185602823164e-03 +1.965149970341590301e-03 +1.830209837650029160e-03 +1.695872440092965937e-03 +1.579740245543190215e-03 +1.506776457538044813e-03 +1.504495457268913497e-03 +5.510195826288733466e-04 +1.363170071394927216e-03 +2.147585333467482392e-03 +2.508631318247440435e-03 +2.561160159471167434e-03 +2.454188173331832770e-03 +2.284408139000561420e-03 +2.105566589163756532e-03 +1.943355791080870207e-03 +1.810921479446263565e-03 +1.732238146392336064e-03 +1.737897502372662967e-03 +9.061160406965635197e-04 +1.708730694901017255e-03 +2.521640930524549681e-03 +2.848787452098096133e-03 +2.836781765578577554e-03 +2.677234035472124494e-03 +2.478640959681257042e-03 +2.290251770462289546e-03 +2.129567477611695597e-03 +2.003529941093921095e-03 +1.935161941426203833e-03 +1.957451984832271098e-03 +9.680158651979202736e-04 +1.910797328844392792e-03 +2.625082967118401792e-03 +2.856904934688367023e-03 +2.805488725177115918e-03 +2.656770759421596493e-03 +2.497064627660258631e-03 +2.356156682953076779e-03 +2.239679555479120662e-03 +2.149692777593199388e-03 +2.110863169507334967e-03 +2.159516504243824426e-03 +8.193151751781505617e-04 +1.637656478156553986e-03 +2.187932841873714042e-03 +2.370273893137428162e-03 +2.387196336437627606e-03 +2.363723251916710448e-03 +2.336862135508135409e-03 +2.310768785004677518e-03 +2.283005366441933498e-03 +2.256899575432977888e-03 +2.264027790240891007e-03 +2.346686553670217484e-03 +4.032174201035483964e-04 +7.956190520279103140e-04 +1.155213354373471092e-03 +1.432740564768534512e-03 +1.665756029605474330e-03 +1.886967014700690996e-03 +2.074145047842079152e-03 +2.211208734607304337e-03 +2.298466772935650691e-03 +2.349523355593498720e-03 +2.408647961736306783e-03 +2.527234164416569933e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.336398999995062214e-04 +5.081116745528707016e-04 +9.772676904338699951e-04 +1.458304601202050277e-03 +1.866168505758575074e-03 +2.157769049205858058e-03 +2.346894239496925307e-03 +2.462372742065046562e-03 +2.563263123154081637e-03 +2.711417692480914011e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.608685690134821847e-04 +7.548911323013867986e-04 +1.374826320054681542e-03 +1.895728091972169634e-03 +2.257274456309309868e-03 +2.487391986012714006e-03 +2.626054057274010683e-03 +2.742080468984194833e-03 +2.905467189666364764e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.345419742021889391e-04 +1.267808228719391993e-03 +1.843008547260016530e-03 +2.276196986098639671e-03 +2.566424372198740020e-03 +2.745208731119897546e-03 +2.849203181696932478e-03 +2.945251162343226394e-03 +3.105573460338597030e-03 +7.626682496967842825e-04 +1.271897667518514553e-03 +1.848277004280905007e-03 +2.313004400268836754e-03 +2.620948883684530179e-03 +2.828947663672177603e-03 +2.962871974130185538e-03 +3.045124003513568090e-03 +3.088107556636253241e-03 +3.106922603527715460e-03 +3.153413023599992062e-03 +3.295072540846617944e-03 +1.513107676284575079e-03 +3.236327234390528034e-03 +4.397617359444910834e-03 +4.575437752042925237e-03 +4.319845599229296500e-03 +3.998140866246034826e-03 +3.737407343557695195e-03 +3.554166777421190887e-03 +3.428537268048644643e-03 +3.343981901663417751e-03 +3.330722517700068514e-03 +3.447205913485217217e-03 +2.803601199989890283e-03 +4.975904610094614329e-03 +6.393186291182082273e-03 +6.312586120035541641e-03 +5.600931700898707961e-03 +4.863498832404239240e-03 +4.296542122159748012e-03 +3.909716323937532760e-03 +3.656282390225429075e-03 +3.494357278060471368e-03 +3.436698729200078108e-03 +3.533334724627428328e-03 +2.725412915093451509e-03 +5.430668775282639776e-03 +6.877728171744679729e-03 +6.702339206096585844e-03 +5.874364981330216715e-03 +5.039005613517998604e-03 +4.401934750003953616e-03 +3.969280936692284878e-03 +3.687639035248118594e-03 +3.509133635253138504e-03 +3.442230338847724301e-03 +3.533499624769361087e-03 +2.139590552360556841e-03 +4.285036189045328750e-03 +5.519625382348862866e-03 +5.522841606815097858e-03 +5.000754335829801951e-03 +4.438729653388651109e-03 +4.002119996262589949e-03 +3.702917816090054923e-03 +3.505624882393952764e-03 +3.378896556449610938e-03 +3.342149473478829048e-03 +3.444540858053014333e-03 +8.146336695875582967e-04 +1.882276411246223491e-03 +2.966949182921850385e-03 +3.348301145399351555e-03 +3.391041713818734177e-03 +3.329814403662338749e-03 +3.262003296936875126e-03 +3.209633464428705927e-03 +3.169047738750371129e-03 +3.138698804559811664e-03 +3.157965085402288530e-03 +3.281819544594491520e-03 +5.637823805030956831e-06 +2.769588270492286900e-04 +8.363197748497029280e-04 +1.342222213336037757e-03 +1.811133713872147303e-03 +2.196249032290178288e-03 +2.478992193462935516e-03 +2.668530837546210892e-03 +2.785007162465371385e-03 +2.852771362518000467e-03 +2.929258366596291640e-03 +3.073625201822567741e-03 +3.689288714245966420e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.141845772624145770e-04 +9.379213735495832817e-04 +1.469851748290257332e-03 +1.929282786418761103e-03 +2.252134748485808309e-03 +2.460002861331574402e-03 +2.587083596795694898e-03 +2.698076350767732341e-03 +2.850938032571242488e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.190572953330150654e-04 +8.538573665786060871e-04 +1.321365682534300688e-03 +1.742214870178865121e-03 +2.051459558476518338e-03 +2.256209716060137305e-03 +2.383926441201070657e-03 +2.493963315030604116e-03 +2.637298534837581067e-03 +3.468326905215809303e-04 +6.334683862570255914e-04 +8.828218727746589643e-04 +1.101929863123255783e-03 +1.347825696939273848e-03 +1.621972745686854015e-03 +1.867018841451150097e-03 +2.051505232889569517e-03 +2.174194923702099137e-03 +2.250277758430562023e-03 +2.326215696803433930e-03 +2.443031255907032132e-03 +5.555909736131667710e-04 +1.267835129774488607e-03 +1.837054759662052738e-03 +2.038524626570527125e-03 +2.091877479577477356e-03 +2.120244242209992809e-03 +2.144574361919600845e-03 +2.161281999225852374e-03 +2.165924577657602369e-03 +2.162987806442182026e-03 +2.185540371976837058e-03 +2.265496730914418489e-03 +7.442467832642293574e-04 +1.644637081405791188e-03 +2.475841080242769353e-03 +2.732194590644907405e-03 +2.682598846476323077e-03 +2.541275398136944377e-03 +2.394973300473168809e-03 +2.268836524400848903e-03 +2.165167184035675114e-03 +2.084931742627063513e-03 +2.052507547661781666e-03 +2.094075532763706345e-03 +9.895698506827749121e-04 +1.925586530237033064e-03 +2.715306846733920188e-03 +2.987987915638938910e-03 +2.922404040788439007e-03 +2.722388648836233070e-03 +2.496331192295541540e-03 +2.289871383304983420e-03 +2.117031170149149665e-03 +1.982480768577970804e-03 +1.907729309476177259e-03 +1.916841586806999117e-03 +9.251112995092422228e-04 +1.791289793153262849e-03 +2.507432328619122776e-03 +2.807666042171684008e-03 +2.797366861461700500e-03 +2.631087186819698869e-03 +2.410012234329591326e-03 +2.189392482576383442e-03 +1.994369616318581850e-03 +1.836796375109245446e-03 +1.739302800227218336e-03 +1.725952592011333617e-03 +6.610166133661560988e-04 +1.273009998499919542e-03 +1.950628080485589588e-03 +2.317252443990475575e-03 +2.406483834787651391e-03 +2.326664613926207603e-03 +2.164675518199701051e-03 +1.977908733303129600e-03 +1.798954135019359586e-03 +1.646517492467285603e-03 +1.545523662448620951e-03 +1.520136325897450576e-03 +2.167101963302670432e-04 +6.588508812237910909e-04 +1.300561015296122867e-03 +1.717992888568944335e-03 +1.897481462854435242e-03 +1.909675453103298805e-03 +1.824029733747667241e-03 +1.693397976659699643e-03 +1.552412422577140357e-03 +1.423699905706471251e-03 +1.333344684976613169e-03 +1.304201257284189237e-03 +7.353027416547874037e-05 +3.003593105421416319e-04 +7.864036830065834456e-04 +1.176256961643717004e-03 +1.397199593218842332e-03 +1.473812602038351589e-03 +1.454147783696857878e-03 +1.380204152510460316e-03 +1.283275382713841692e-03 +1.186165669594405406e-03 +1.113887482862129007e-03 +1.085851507115117784e-03 +5.112250800037262030e-07 +5.296787099988552742e-05 +3.881271277505414746e-04 +7.179162557816045308e-04 +9.590634401946836717e-04 +1.070151860438077213e-03 +1.096604189834097815e-03 +1.068232724536406254e-03 +1.010959135188715117e-03 +9.451885794892693048e-04 +8.924731719532678865e-04 +8.659136737546058735e-04 +7.872570602617699728e-07 +1.340751278394808001e-07 +1.078541502088640927e-04 +2.516449192677482722e-04 +5.283079908345797437e-04 +6.631698546145140503e-04 +7.374319356099370533e-04 +7.466669498282174850e-04 +7.206900388967999111e-04 +6.824107394341508929e-04 +6.460154613219880977e-04 +6.161445062597285848e-04 +0.000000000000000000e+00 +9.414243715003304145e-06 +6.370272087292563705e-05 +1.153840628366623110e-04 +1.774950587459270485e-04 +2.226567152013373665e-04 +3.755584448961998617e-04 +4.331128887943284283e-04 +4.278941050694060359e-04 +4.180523470818034307e-04 +3.952405795988348457e-04 +3.671236371652496135e-04 +4.470640145640065636e-05 +5.407986567701835210e-05 +7.802268325778518156e-05 +9.665901935178041577e-05 +1.105072622629805563e-04 +1.174789561186591693e-04 +1.313262472390159315e-04 +1.273049068523506857e-04 +1.196802506592220089e-04 +1.584953590254320845e-04 +1.498435456517968937e-04 +1.287727656157544760e-04 +1.324648225201716263e-04 +1.273689187613379417e-04 +1.435877061264271930e-04 +1.491485611223583650e-04 +1.504766966162607701e-04 +1.475966776043982653e-04 +1.410547736219912242e-04 +1.289818189477753071e-04 +1.133937469105832313e-04 +1.112085604804748400e-04 +9.166072098326968193e-05 +7.646261217003309048e-05 +2.002490726087158062e-04 +1.818825627796626251e-04 +1.932166868502183175e-04 +1.862046337788486378e-04 +1.739880362638842855e-04 +1.585911358407716824e-04 +1.402442497651725005e-04 +1.196221872701611983e-04 +9.656760177660608411e-05 +7.199804785442330231e-05 +4.933844101577157114e-05 +2.694967807315543060e-05 +1.112264814549174464e-04 +1.034910978414054172e-04 +1.124381541822837039e-04 +1.107336775563665750e-04 +1.050954945446437984e-04 +9.630216720880364770e-05 +8.397367016943969485e-05 +7.571353079766742812e-05 +5.922422835293121693e-05 +4.215037512609993661e-05 +4.019413590933032759e-05 +2.684923266720205332e-05 +5.143287478153347748e-05 +5.589626563714582627e-05 +7.102165414017274367e-05 +7.990339381498689792e-05 +8.502763553028215224e-05 +9.524611875171449193e-05 +9.714446090756254028e-05 +1.377291856831124495e-04 +1.435665007671364985e-04 +1.407276480436937360e-04 +1.424345996815743213e-04 +1.314987536778399661e-04 +6.806347377473554705e-06 +2.781202036235681414e-05 +6.013655927665187444e-05 +9.903478972672609892e-05 +1.473895653549669104e-04 +2.358365917248005160e-04 +2.715738448632635475e-04 +2.994973617103128746e-04 +3.088609951169524843e-04 +3.138915115762813440e-04 +3.204875642442797678e-04 +3.137937477115859339e-04 +0.000000000000000000e+00 +3.268406602100550366e-05 +1.300787178046767514e-04 +2.799441022663725232e-04 +3.862318301579521556e-04 +4.714368773880852443e-04 +5.137348233400724010e-04 +5.351204250714321946e-04 +5.403217444220694173e-04 +5.389419087498788707e-04 +5.417036030025206787e-04 +5.405982761979016707e-04 +4.335393778512626321e-05 +1.249298599629242450e-04 +3.796262642274218302e-04 +5.930671715105888990e-04 +7.394743906408889414e-04 +8.236508255241047939e-04 +8.558935005212162019e-04 +8.566771603283020913e-04 +8.392908727740092285e-04 +8.170462751721699725e-04 +8.064986364160020398e-04 +8.066165117588096085e-04 +2.746271687819215428e-04 +4.569766832558025188e-04 +7.795648150160476575e-04 +1.046739425035043058e-03 +1.197335040241604863e-03 +1.254463846209013817e-03 +1.250499668588740112e-03 +1.212406241057475704e-03 +1.160107682292085092e-03 +1.109494719780836211e-03 +1.081381071532270524e-03 +1.083057425372228877e-03 +4.721679045923691176e-04 +8.994899918914098886e-04 +1.357445887489061934e-03 +1.646109295774252513e-03 +1.762715920088718091e-03 +1.762022755736667931e-03 +1.696573333968078934e-03 +1.603904676883491495e-03 +1.507661783627147097e-03 +1.423764734265530862e-03 +1.375500079272545762e-03 +1.378512811461674254e-03 +5.528142619226849262e-04 +1.229453252030993440e-03 +1.943167578251747902e-03 +2.290805210787642907e-03 +2.360014173505523873e-03 +2.283938904917958822e-03 +2.147761282771997859e-03 +1.998919382471165025e-03 +1.860902620340975852e-03 +1.746972725122598099e-03 +1.681607230296402284e-03 +1.688555118352355697e-03 +7.151594399012011199e-04 +1.593158301257926058e-03 +2.500444266991267307e-03 +2.863530199925663246e-03 +2.872360806856732920e-03 +2.727955939567655672e-03 +2.538414070950031128e-03 +2.353008084555294373e-03 +2.190571492210641701e-03 +2.060008472563390654e-03 +1.986915854033366718e-03 +2.003420656922789284e-03 +1.066861944271809077e-03 +2.113094735114623510e-03 +2.923727736863127903e-03 +3.204122937379597774e-03 +3.161335053668737783e-03 +2.995498527186691955e-03 +2.804457381227643421e-03 +2.626309648184070936e-03 +2.472034576828023404e-03 +2.347134790053041938e-03 +2.280494435129228753e-03 +2.314012689224242622e-03 +1.000864090703722491e-03 +2.040151835513890309e-03 +2.813318463163555234e-03 +3.091930508545661423e-03 +3.104085317126228840e-03 +3.021418123439168282e-03 +2.913413379711386145e-03 +2.803112498717764533e-03 +2.697114504869022045e-03 +2.602926585016689803e-03 +2.557443717937404794e-03 +2.614967731770111679e-03 +6.409233601488229307e-04 +1.370932841427846072e-03 +2.094508831620056806e-03 +2.491798474309143540e-03 +2.711626454005095638e-03 +2.837647800695827782e-03 +2.898472477780720397e-03 +2.909142019580953590e-03 +2.882296016139936079e-03 +2.835882848951418352e-03 +2.820368467788228473e-03 +2.905327490647028298e-03 +3.003297683717825453e-04 +6.196848070436875326e-04 +1.136515755824026898e-03 +1.696148562287748884e-03 +2.213074031977483366e-03 +2.610980602604992540e-03 +2.871136169869206202e-03 +3.013182162572708000e-03 +3.066609158020667386e-03 +3.065694675537576283e-03 +3.077078184025404308e-03 +3.186682999314128985e-03 +8.021968254918974690e-06 +0.000000000000000000e+00 +4.905852707976698576e-04 +1.236508808775993971e-03 +2.007739689637504359e-03 +2.601058615964434249e-03 +2.986268525035663205e-03 +3.201767178179310610e-03 +3.294916674237737854e-03 +3.312880691686795765e-03 +3.334384237262723490e-03 +3.459074585761654809e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.336052173671810247e-04 +1.685501659114018629e-03 +2.480029175975518793e-03 +3.028014404773060435e-03 +3.359589119089202974e-03 +3.531048197391362109e-03 +3.590929741826016063e-03 +3.584103028216926567e-03 +3.590252406805314201e-03 +3.716292408550903991e-03 +9.748724789466897082e-04 +1.730561968958471003e-03 +2.654366734101438075e-03 +3.333567893338815636e-03 +3.715398669139467758e-03 +3.903578117539826826e-03 +3.977742895432613730e-03 +3.980544913084517640e-03 +3.934061422205668845e-03 +3.860942114273110959e-03 +3.828558662060989933e-03 +3.943212487092547479e-03 +1.869485428728928167e-03 +3.955149200591634266e-03 +5.328703618554935309e-03 +5.557803536655667002e-03 +5.295096086347025020e-03 +4.955985281314983018e-03 +4.668654827117106956e-03 +4.442643338398885762e-03 +4.256857595606507866e-03 +4.100321865788300948e-03 +4.020453671685938861e-03 +4.117410124666895030e-03 +3.621907148395026033e-03 +6.115847879819643999e-03 +7.522627687953279026e-03 +7.316167886008667631e-03 +6.516928726128483687e-03 +5.749230897907742222e-03 +5.171872921883083861e-03 +4.764556839257501689e-03 +4.469906661423138534e-03 +4.249257122183117130e-03 +4.133246032653445194e-03 +4.215312928377873414e-03 +3.637103218914053589e-03 +6.782305930353053902e-03 +8.104556750136359886e-03 +7.732693182094960323e-03 +6.791108771934798762e-03 +5.920117210851076096e-03 +5.274255469575204504e-03 +4.824068031338524590e-03 +4.503605169468734119e-03 +4.267825467790952072e-03 +4.143262925165392199e-03 +4.220540085790222204e-03 +2.868122276619546572e-03 +5.385344464982495458e-03 +6.615128884115052503e-03 +6.548675458917457316e-03 +5.973589146760539120e-03 +5.386871368683587673e-03 +4.929406049245366357e-03 +4.595178219518256113e-03 +4.343595616397335525e-03 +4.148198662988116306e-03 +4.046229324588676395e-03 +4.130460404909700248e-03 +1.030790737121024770e-03 +2.435782057810483882e-03 +3.856757942537528214e-03 +4.408983470668445190e-03 +4.488213715779423157e-03 +4.405610124310823696e-03 +4.286172237565547515e-03 +4.163069368896574890e-03 +4.038701787280682062e-03 +3.918854301022998456e-03 +3.859527560589359838e-03 +3.957586636247133020e-03 +8.227827523697425137e-06 +6.742542534355979193e-04 +1.684257091157094662e-03 +2.500671274594685849e-03 +3.070080141673271409e-03 +3.417578412616467144e-03 +3.603471736039534461e-03 +3.678010197981662101e-03 +3.676301076533379335e-03 +3.631429221879357155e-03 +3.615034742083553937e-03 +3.725029599581828124e-03 +8.438880204540799598e-06 +2.773977646232909260e-04 +8.890535045996233706e-04 +1.604620272125385771e-03 +2.278969570708975784e-03 +2.785718453203472975e-03 +3.106656589457556725e-03 +3.277312452781472579e-03 +3.340057696051483387e-03 +3.337785733811020426e-03 +3.346421895364325681e-03 +3.458324508915945009e-03 +3.673665174912954133e-04 +4.578150778306402957e-04 +1.105733830016829159e-03 +1.696885734356318783e-03 +2.214494860378496324e-03 +2.617873038401808804e-03 +2.881622251790653347e-03 +3.023873113982632199e-03 +3.074774434968484578e-03 +3.069978648581918323e-03 +3.077529515317017645e-03 +3.177634709094387735e-03 +6.172683553898934304e-04 +1.317620719604538099e-03 +1.963579273472353722e-03 +2.351864215058870403e-03 +2.605756945108075439e-03 +2.772392845553099585e-03 +2.864033767963449113e-03 +2.893577154275716809e-03 +2.876079240261683080e-03 +2.832776243488925594e-03 +2.817138347731401680e-03 +2.893711052784937211e-03 +7.845330813153168032e-04 +1.819085676585428107e-03 +2.675143772139886369e-03 +3.004241043217023652e-03 +3.053696920006649697e-03 +2.998837022907258846e-03 +2.909036497164404957e-03 +2.808411704227459140e-03 +2.705478261120016544e-03 +2.610054802883437792e-03 +2.561359390121593915e-03 +2.608649395958771624e-03 +1.187929592418146118e-03 +2.092026734570987673e-03 +2.979617432578244435e-03 +3.302690180900691181e-03 +3.264023488594775761e-03 +3.086706235418289722e-03 +2.880158188665117667e-03 +2.686349044591414964e-03 +2.517264629068617903e-03 +2.378884659537710416e-03 +2.300853123981801227e-03 +2.320023955753927874e-03 +8.736557649394863017e-04 +1.924451593648722177e-03 +2.831274172652602228e-03 +3.171162616978418815e-03 +3.138015582393183234e-03 +2.943479595281941943e-03 +2.705571551995917656e-03 +2.478228612157408386e-03 +2.281182642104868930e-03 +2.122830376332356800e-03 +2.028442918161179991e-03 +2.025751770884749378e-03 +6.745714859373784468e-04 +1.536012210377621151e-03 +2.342662018255210407e-03 +2.699050380948230573e-03 +2.726677399716714856e-03 +2.587781586757687078e-03 +2.386296698035031243e-03 +2.178860392651821559e-03 +1.991919371470214379e-03 +1.838821241261943615e-03 +1.743713157549151927e-03 +1.727406319461595105e-03 +3.883255909513563375e-04 +9.674168352255150746e-04 +1.681632034792154146e-03 +2.057213504548478095e-03 +2.159925724437444967e-03 +2.104804283558656640e-03 +1.973198412645742021e-03 +1.817085840685070787e-03 +1.665772222006701477e-03 +1.536674728823072449e-03 +1.453534935299260599e-03 +1.431014769905387040e-03 +1.746958917263725865e-04 +5.614360061259683404e-04 +1.103465247986558026e-03 +1.438749628278024459e-03 +1.581844110932186832e-03 +1.596156165751222693e-03 +1.534177892727052505e-03 +1.436544145669673258e-03 +1.330206374119477378e-03 +1.233767975245173877e-03 +1.169471630564724186e-03 +1.145644436882353777e-03 +1.012808076853911903e-04 +3.376879026997530353e-04 +6.611914052712436398e-04 +9.398091639097640171e-04 +1.089009903399057975e-03 +1.139237486982018922e-03 +1.126476852974818551e-03 +1.077235133230250354e-03 +1.012083441802641990e-03 +9.478137190118987804e-04 +9.033131499266192858e-04 +8.800396004826945961e-04 +1.198101961690268994e-06 +9.213672893702509357e-05 +2.657626733719365602e-04 +5.296969331386432514e-04 +7.014021621341300734e-04 +7.667533882925040619e-04 +7.775221030844509150e-04 +7.597680723398596552e-04 +7.250217020622891188e-04 +6.862900760034816019e-04 +6.577654777119648632e-04 +6.330639105033814646e-04 +0.000000000000000000e+00 +2.824879002907892123e-05 +1.176612373649665194e-04 +2.103089520828491977e-04 +3.786832731845005129e-04 +4.439349204816576879e-04 +4.630633737795912573e-04 +4.675798349674569138e-04 +4.500441863503160675e-04 +4.270763578963721811e-04 +4.065974147481785333e-04 +3.745695465523181042e-04 +0.000000000000000000e+00 +3.606147439477092227e-05 +8.564287878918815187e-05 +1.218751181784600814e-04 +1.557461114858464430e-04 +1.628738577421384487e-04 +1.831535604415191203e-04 +2.319273419352988592e-04 +2.298926365337483591e-04 +2.147287282765647813e-04 +1.944221445256298295e-04 +1.642843614424809267e-04 +7.284408256565243092e-05 +7.736074034015526083e-05 +9.710382057668603603e-05 +1.076357933782537684e-04 +1.119509078849818850e-04 +1.089189441790847866e-04 +1.003844352161996470e-04 +9.268065380813537144e-05 +7.494399955027520829e-05 +7.236287305079923990e-05 +5.042404238842504238e-05 +2.558251075608285752e-05 +1.618985236153341434e-04 +1.515155113549033691e-04 +1.651237101807303967e-04 +1.645032130578939528e-04 +1.587984804343123215e-04 +1.487775171624422944e-04 +1.344786298259674170e-04 +1.167363093319409909e-04 +9.535358029450983878e-05 +7.653470748487956889e-05 +5.059310946416027872e-05 +2.630721257979151871e-05 +2.344581510256086557e-04 +2.096679695008589852e-04 +2.179866922922193832e-04 +2.039340965021369998e-04 +1.838998463223792657e-04 +1.607642697299397803e-04 +1.352248234353623814e-04 +1.078913682957588407e-04 +7.940566305420910219e-05 +5.017331676692337645e-05 +2.100714678624181276e-05 +5.571929564765083680e-08 +1.517820161091133833e-04 +1.341966984454256821e-04 +1.346516503210685165e-04 +1.209517859010744440e-04 +1.035387281049059268e-04 +8.383137024039933759e-05 +6.238322627046287211e-05 +3.899829638016454611e-05 +1.695039591184388923e-05 +2.873301775463552823e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.023022255658135156e-04 +8.821026291058628411e-05 +8.380198479975296865e-05 +7.212576061732848490e-05 +5.860359638799392929e-05 +4.273185405180787315e-05 +2.441060815370157700e-05 +5.769564133643134607e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.155194046641768147e-05 +4.975997064646448583e-05 +4.576984598982241389e-05 +4.243745928701474522e-05 +4.099610611543039927e-05 +4.593478581391033882e-05 +3.313426517052689562e-08 +0.000000000000000000e+00 +3.475198077250313549e-05 +5.186330707910341196e-05 +7.089335406100696739e-05 +6.865022694931159956e-05 +4.338453361115159296e-05 +2.918951863367861055e-05 +3.152528771776006529e-05 +5.869063974865048054e-05 +8.413227115295246776e-05 +1.115759451175016910e-04 +1.268066726535028630e-04 +1.559289404368408710e-04 +1.847481743217504080e-04 +2.130009427279935699e-04 +2.359091981982511807e-04 +2.395913239715708333e-04 +4.798428402765089274e-05 +6.573289282845452069e-07 +4.520054156849077970e-07 +1.464772696599316460e-04 +2.450200078100574328e-04 +3.148733151121848456e-04 +3.573307726862366587e-04 +3.949412654911062031e-04 +4.231538331372747784e-04 +4.484347933587009422e-04 +4.805431207036684111e-04 +4.906880430298228438e-04 +3.296297851139176866e-06 +1.160020611610086095e-06 +2.440326796704546668e-04 +4.431184878000859096e-04 +5.726494332660922188e-04 +6.442707926664892597e-04 +6.869584563243611016e-04 +7.179417614131980516e-04 +7.355691087344059641e-04 +7.473802150242532484e-04 +7.682448244826524646e-04 +7.829961366379549611e-04 +1.892145504236996962e-04 +5.206700583438369102e-04 +7.899905637124003980e-04 +9.713126651815498155e-04 +1.082590298868228804e-03 +1.135241012500115684e-03 +1.151528518038382127e-03 +1.143242538231670647e-03 +1.122558469327985826e-03 +1.102570009934791036e-03 +1.102836259000126084e-03 +1.119483319113253727e-03 +2.729285660665200738e-04 +8.517640300946844201e-04 +1.402624441829254057e-03 +1.663585816738438359e-03 +1.752993484211099601e-03 +1.750597780517742456e-03 +1.701310186384653519e-03 +1.632773218466972718e-03 +1.562152503004295796e-03 +1.502281997889848937e-03 +1.476751154393036005e-03 +1.494298379909440302e-03 +5.205132668045331194e-04 +1.272768108892088131e-03 +2.075818610252101997e-03 +2.417936607553977917e-03 +2.471577673577241702e-03 +2.395922594692121484e-03 +2.273328603985060124e-03 +2.143532881879220333e-03 +2.024127765500418393e-03 +1.925836971958146127e-03 +1.875471662139133969e-03 +1.895639677198182908e-03 +9.264286987483907193e-04 +1.930864622824848354e-03 +2.770895429197725753e-03 +3.092868731343629239e-03 +3.093551964943782803e-03 +2.961662696839726001e-03 +2.792078570273272102e-03 +2.624984514129151923e-03 +2.474756339088789430e-03 +2.350001680588840926e-03 +2.282041074772126702e-03 +2.309120621505402274e-03 +9.923885693256923567e-04 +2.155866161147997496e-03 +3.089429464646381573e-03 +3.437448987104180578e-03 +3.454977581835679164e-03 +3.343294980615416252e-03 +3.191843582880264218e-03 +3.035367459252861621e-03 +2.886397697988947204e-03 +2.755169398410649544e-03 +2.681194904826913507e-03 +2.720893076697079947e-03 +1.005499614706037567e-03 +1.949046049029364838e-03 +2.867316291908745835e-03 +3.310956568483775560e-03 +3.472717938577852756e-03 +3.497759839319875344e-03 +3.450136386558537698e-03 +3.360849997817266267e-03 +3.248109321241476454e-03 +3.130998170838735373e-03 +3.062398453587321812e-03 +3.119598596906356276e-03 +7.007505634059428687e-04 +1.387475948255141936e-03 +2.189527325155349400e-03 +2.806579334016585242e-03 +3.236661667071071176e-03 +3.495579606246707310e-03 +3.613238099597741899e-03 +3.626808345663159149e-03 +3.570215157429957372e-03 +3.478114258445861532e-03 +3.420461183945087968e-03 +3.496663694679406128e-03 +1.822801778882123490e-04 +3.319529988399019522e-04 +1.314354233872675349e-03 +2.278523206079447957e-03 +3.027140177574016901e-03 +3.518645484337058673e-03 +3.786344120434112850e-03 +3.888017965517434355e-03 +3.877038563223722187e-03 +3.803459491520080199e-03 +3.752821833361819157e-03 +3.844635863220151935e-03 +0.000000000000000000e+00 +3.725787278088177936e-05 +1.188106973637798611e-03 +2.345228388721572275e-03 +3.217290806669359168e-03 +3.774739982480458146e-03 +4.077105581940271284e-03 +4.195194401361951667e-03 +4.188237033155634524e-03 +4.110349481366413864e-03 +4.054454602479862745e-03 +4.154332086413437333e-03 +5.736307177192297461e-04 +1.362766729929603370e-03 +2.501589772182210777e-03 +3.399699561544404676e-03 +3.993516240037812449e-03 +4.344260141017640235e-03 +4.514930298947499900e-03 +4.553751583800321433e-03 +4.498302360186559427e-03 +4.388625544127829764e-03 +4.313349065179146111e-03 +4.412622247609530694e-03 +1.380245622782815332e-03 +3.272673604310080090e-03 +4.634297228174598902e-03 +5.060042101088598268e-03 +5.114526625220516300e-03 +5.075625814223356548e-03 +5.005376049221505093e-03 +4.904391071797079699e-03 +4.768797253893604891e-03 +4.611984307162855443e-03 +4.510004227172717019e-03 +4.602761134374392174e-03 +2.972252181196165591e-03 +5.280042310543370081e-03 +6.528686701388716762e-03 +6.469746113391584494e-03 +6.035236552636089914e-03 +5.650691129181257058e-03 +5.368898176864156553e-03 +5.146329525825365722e-03 +4.942140843143221288e-03 +4.746151635077889251e-03 +4.622416437363836839e-03 +4.707921660864203967e-03 +3.178542156575741868e-03 +5.984889813699682468e-03 +7.066233207611929273e-03 +6.820635576111020240e-03 +6.251616568728377531e-03 +5.780981694115006932e-03 +5.446893883336243088e-03 +5.193388818288345241e-03 +4.971077305299814904e-03 +4.764436868535587566e-03 +4.634522721181226143e-03 +4.716567906925891659e-03 +2.508475315135567409e-03 +4.743965608946860979e-03 +5.783446146161604767e-03 +5.863851197244287529e-03 +5.634904106966860324e-03 +5.398942843851526306e-03 +5.203545717491238690e-03 +5.026546462298524774e-03 +4.845511435982912361e-03 +4.661469848983485625e-03 +4.543404923385258899e-03 +4.626879145455920286e-03 +7.872722196759665385e-04 +2.041171781284551422e-03 +3.434061436649911078e-03 +4.187922651545227665e-03 +4.549598044805966413e-03 +4.710063772135487069e-03 +4.750514805430776713e-03 +4.706133436729815003e-03 +4.598643746930996569e-03 +4.456311624480736346e-03 +4.360894066974652095e-03 +4.447708025925011140e-03 +0.000000000000000000e+00 +4.268736538072447030e-04 +1.719954544562064596e-03 +2.832540827338911067e-03 +3.597359295416615709e-03 +4.050843271801889307e-03 +4.273077211501483987e-03 +4.334371341225067356e-03 +4.288086473777168520e-03 +4.182870252993418740e-03 +4.108556206273452499e-03 +4.195486698610786415e-03 +0.000000000000000000e+00 +1.877627168196721239e-04 +1.322412161370329882e-03 +2.382999461814520013e-03 +3.168551942477048581e-03 +3.660265264943771569e-03 +3.912983333223762905e-03 +3.995293812580242264e-03 +3.964964435271594451e-03 +3.873859846484849559e-03 +3.809106928435284419e-03 +3.888822427570014229e-03 +3.329763447761467784e-04 +9.652185191437580390e-04 +1.946800382725745676e-03 +2.709881342680005821e-03 +3.239460983572681630e-03 +3.553921654066622728e-03 +3.695662062585623048e-03 +3.713928893308108929e-03 +3.651296469441254588e-03 +3.548233750691884118e-03 +3.479221694863359349e-03 +3.543686545308570753e-03 +9.093097595078060034e-04 +1.907645600467543657e-03 +2.790252525983896639e-03 +3.274509905074649875e-03 +3.498326905542090484e-03 +3.568464614529786791e-03 +3.542745716720744741e-03 +3.457582418891919692e-03 +3.338005606200430790e-03 +3.208687416233723701e-03 +3.127300215158303892e-03 +3.171413117996478136e-03 +1.041828604297517910e-03 +2.246275417439265280e-03 +3.202011138711203814e-03 +3.574334458959878107e-03 +3.609194262685033044e-03 +3.501592764146810050e-03 +3.342144593930331149e-03 +3.169686025275033053e-03 +3.000722074296826442e-03 +2.848689094132602056e-03 +2.756336140556342029e-03 +2.779830019299002995e-03 +1.117938851503663547e-03 +2.101453915063072279e-03 +3.053767588716188412e-03 +3.415914785453916247e-03 +3.401418822856059135e-03 +3.231368417922456712e-03 +3.017914868536857465e-03 +2.808598474158648366e-03 +2.620467141773329210e-03 +2.463093613353999067e-03 +2.369169736114050320e-03 +2.376099961554482311e-03 +5.952239555248603833e-04 +1.565149108416226788e-03 +2.500110577026399584e-03 +2.873906280222066328e-03 +2.892175523908106869e-03 +2.752139384604429702e-03 +2.560825182971536006e-03 +2.368842602160024877e-03 +2.196903357067177525e-03 +2.055831114415107314e-03 +1.972726720052585432e-03 +1.969258904957959903e-03 +3.747871938093839755e-04 +1.074339475945197643e-03 +1.801788771135207252e-03 +2.138604822651065003e-03 +2.209092303972893037e-03 +2.142852727549663522e-03 +2.018188536667420326e-03 +1.879555891359150103e-03 +1.749498529027298035e-03 +1.641444224599977004e-03 +1.579210170765536639e-03 +1.571067809531921742e-03 +1.570674095093149052e-04 +6.031029061480129615e-04 +1.126329594290964011e-03 +1.417377149367943625e-03 +1.514130257021171306e-03 +1.516575397497810966e-03 +1.464183778366525291e-03 +1.388448437103865065e-03 +1.309510273836278146e-03 +1.241228086990821483e-03 +1.204250955958650589e-03 +1.194967145800389244e-03 +9.026135990468834612e-06 +3.165194342856367726e-04 +6.879304262205324007e-04 +8.710800985074814567e-04 +9.488901439617451706e-04 +9.762663599053310630e-04 +9.691889692990654417e-04 +9.438775674711231273e-04 +9.093553730550949909e-04 +8.769620736175699500e-04 +8.634137182107172936e-04 +8.538286497528818674e-04 +7.818120329970819295e-06 +2.593273216213377393e-06 +3.612966135168167682e-04 +5.047740880813403330e-04 +5.668774595586568901e-04 +5.833707413659564110e-04 +5.873975601442801625e-04 +5.825053935279574883e-04 +5.723346003422457228e-04 +5.658445834283412548e-04 +5.685783267559560905e-04 +5.571551717686860136e-04 +1.027002532213788520e-05 +1.319546892920023457e-04 +2.097597214977106248e-04 +2.597062074621654042e-04 +3.162298464531406632e-04 +3.284973223919020972e-04 +3.236624978689445361e-04 +3.200814432411280461e-04 +3.188264972141331742e-04 +3.187976268570380154e-04 +3.199129617707670813e-04 +3.024501906541538746e-04 +0.000000000000000000e+00 +7.035851996857524237e-05 +1.351110082481728300e-04 +1.484178522634896791e-04 +1.649536697692147169e-04 +1.546791553945322444e-04 +1.492489806824476208e-04 +1.264095973293511723e-04 +1.146933527628866858e-04 +1.125759419367860690e-04 +1.125194039203154464e-04 +9.065577134162470586e-05 +4.628691184108681226e-05 +7.296123302114546495e-05 +1.066636493588865185e-04 +1.174694754852107713e-04 +1.124556981437308754e-04 +9.330717924161575103e-05 +7.213937377017295603e-05 +5.969292631653315526e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.107831937523768944e-04 +1.069693094516797335e-04 +1.189873236915009892e-04 +1.176413317585712787e-04 +1.093575936962178286e-04 +9.508729872131807363e-05 +7.606110017659164732e-05 +5.034348008073492029e-05 +1.196323267238639146e-07 +1.484177617359150914e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.968130349141367411e-04 +1.796646039729868100e-04 +1.895726438485237516e-04 +1.811670443345055851e-04 +1.669472243212614352e-04 +1.486199658585809482e-04 +1.266881502764772606e-04 +1.015777398515369889e-04 +7.148232074888585699e-05 +4.674956921684627459e-05 +2.053645014675033059e-05 +4.240560806059923526e-08 +2.709920473552618662e-04 +2.392705710784460114e-04 +2.442893420280669659e-04 +2.226528753355478285e-04 +1.942461068698707240e-04 +1.628252676933699533e-04 +1.297463341474180693e-04 +9.575871730057662937e-05 +6.197445848337885285e-05 +2.941568067821179875e-05 +1.055542205626338505e-07 +3.047856308243118921e-08 +1.968713173032453031e-04 +1.679868532739505068e-04 +1.586909026074607651e-04 +1.314722127008888209e-04 +1.009891150648945749e-04 +6.863426058435764744e-05 +3.981341927265822451e-05 +1.177139730564098745e-05 +7.428413297819783321e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.657685611592569499e-04 +1.249657238148173212e-04 +9.660345409549316476e-05 +6.079038170709960234e-05 +2.904778313108249578e-05 +2.690128149841243713e-07 +8.355809374392598840e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.802879003029213831e-04 +7.524625293273122810e-05 +2.421305288724678409e-05 +4.314026819815766095e-07 +1.477177031424991396e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.843075670586523222e-04 +2.748898952195582093e-05 +2.133981550493239686e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.216232108422877602e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.170045304017848918e-05 +9.539273289917808425e-05 +1.172082151527142142e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.357838738316950158e-04 +2.117085516555961087e-04 +2.820160689769279612e-04 +3.479191118518833604e-04 +3.794110048630577273e-04 +1.076283105916042953e-05 +5.771360871014196869e-07 +0.000000000000000000e+00 +2.085731700400059575e-04 +2.761075392248222822e-04 +3.415487094842876211e-04 +4.227337784384795354e-04 +5.031417037848778416e-04 +5.666112366302531117e-04 +6.329113155753641248e-04 +6.994318702608999429e-04 +7.359872369762749875e-04 +3.045233717397382331e-04 +5.083071266923410228e-04 +6.582960966578638422e-04 +7.492391388941189306e-04 +8.327812897020729806e-04 +9.075980478010902547e-04 +9.752002425045863589e-04 +1.026230090382033392e-03 +1.058514197263078467e-03 +1.083654063616564141e-03 +1.121759182534707352e-03 +1.158025742356768315e-03 +4.291346732855077107e-04 +8.302815487225232447e-04 +1.285040149354285980e-03 +1.536200229015915759e-03 +1.647708825885024330e-03 +1.687612538803726905e-03 +1.685348772849491576e-03 +1.661004415294534435e-03 +1.627633511593193447e-03 +1.597558794591034687e-03 +1.597089162446694221e-03 +1.630314697807592854e-03 +7.136767511564097530e-04 +1.476750156292594516e-03 +2.169559122688452437e-03 +2.496505063370496342e-03 +2.572883464046843687e-03 +2.528969655274399247e-03 +2.436882841725837925e-03 +2.332217402592446937e-03 +2.230839452263640686e-03 +2.144034816229270328e-03 +2.103502433686001757e-03 +2.133984384965749177e-03 +8.817546452895104123e-04 +1.976480743074570702e-03 +2.936834514580867212e-03 +3.327820880794638177e-03 +3.374723708480126608e-03 +3.276146614424759514e-03 +3.128195888842927059e-03 +2.971402256278653405e-03 +2.821439998864092372e-03 +2.689842506884353949e-03 +2.615815731499414494e-03 +2.647091770504094842e-03 +1.262959965169748724e-03 +2.268444740465879253e-03 +3.288433301915435255e-03 +3.749963760268986042e-03 +3.855630639560963299e-03 +3.800068861322085899e-03 +3.675150365338036591e-03 +3.521711214943054960e-03 +3.359165938603682518e-03 +3.204813573547525812e-03 +3.109876079308551179e-03 +3.147638036718146664e-03 +8.487725411331791979e-04 +1.950669227033509541e-03 +3.009925212916089374e-03 +3.624690581767261825e-03 +3.934243132131691467e-03 +4.052286605752709707e-03 +4.044883816869438396e-03 +3.957084246068354530e-03 +3.821176234321892965e-03 +3.668090651887348942e-03 +3.566190952268841370e-03 +3.616090467308852828e-03 +4.426358383353714253e-04 +1.082969378264622348e-03 +2.149912119223921884e-03 +3.068457356497073310e-03 +3.720146278246067809e-03 +4.105082864784840441e-03 +4.274616815488753961e-03 +4.290406006486843261e-03 +4.205730214266059294e-03 +4.070035504851287136e-03 +3.971171681595150015e-03 +4.036449759617131462e-03 +0.000000000000000000e+00 +2.278672455582572459e-04 +1.356879549618446963e-03 +2.564493455429494185e-03 +3.512842880843883471e-03 +4.125900088086875521e-03 +4.449660139387239845e-03 +4.559438677431930723e-03 +4.524354636672871070e-03 +4.408337113662481356e-03 +4.315476923601162078e-03 +4.395660097063974064e-03 +3.482081526145018439e-04 +6.574701507449799264e-04 +1.536668784678792360e-03 +2.639653608367182637e-03 +3.598220327150764876e-03 +4.262715594276188409e-03 +4.642376516758272599e-03 +4.795538422487756816e-03 +4.786364080738400757e-03 +4.680693875911325769e-03 +4.590795623099453923e-03 +4.682184677812672134e-03 +9.533820852189226445e-04 +1.785960554731144982e-03 +2.529329228846221352e-03 +3.277418386851032803e-03 +3.981747626083676113e-03 +4.521384529891732743e-03 +4.855103498358155460e-03 +4.997009963569709438e-03 +4.986548803711046869e-03 +4.879322839498111825e-03 +4.787609233136195207e-03 +4.885149737592056098e-03 +1.938502593966428709e-03 +3.028238352539049973e-03 +3.604674897806361793e-03 +3.977294120174920504e-03 +4.386270133197429054e-03 +4.762194872259224027e-03 +5.019672686916557686e-03 +5.129684197516338161e-03 +5.105889856891678881e-03 +4.991632217088259882e-03 +4.895856265856777211e-03 +4.995040556201321182e-03 +1.816781140707551031e-03 +3.328603254550672498e-03 +3.887234715387981755e-03 +4.158739080640442079e-03 +4.490584711312122640e-03 +4.822787976482337952e-03 +5.057411042558863055e-03 +5.155483080803321266e-03 +5.125046165091066974e-03 +5.006663191916479842e-03 +4.908182456022157185e-03 +5.005703528384746782e-03 +1.410021240640277253e-03 +2.543962044395621167e-03 +3.124288109625594431e-03 +3.657267566772084630e-03 +4.210042517625639177e-03 +4.661963030268048355e-03 +4.948533166836301470e-03 +5.064905069729389551e-03 +5.039394554390255916e-03 +4.922084395480507031e-03 +4.823310638574618454e-03 +4.916290730026248897e-03 +4.477520978813357322e-04 +9.643365220334301465e-04 +1.872092384322352051e-03 +2.898742380263117160e-03 +3.781982531470149712e-03 +4.398134078145017958e-03 +4.749567827863927262e-03 +4.885039695543318128e-03 +4.862745467088956837e-03 +4.745921770944408306e-03 +4.646859316368187436e-03 +4.731710534049149604e-03 +0.000000000000000000e+00 +1.880620998126529509e-04 +1.284084187904175082e-03 +2.543307077885983546e-03 +3.550213464318718003e-03 +4.200498927993074304e-03 +4.541954861198084156e-03 +4.655950665574810389e-03 +4.616572946545013587e-03 +4.491596801696900315e-03 +4.388950334447941533e-03 +4.461227921486063570e-03 +4.053810086046700846e-07 +4.149329822899969732e-04 +1.648143481865747091e-03 +2.807294872888334205e-03 +3.641315402542444693e-03 +4.134789560949204447e-03 +4.359425326086996920e-03 +4.396802234503194642e-03 +4.314230140060012694e-03 +4.170470167814250249e-03 +4.060503111915894983e-03 +4.116224251582451844e-03 +6.675936802991678728e-04 +1.430099236819492182e-03 +2.568993185382360822e-03 +3.395923187798331050e-03 +3.883962979322478498e-03 +4.112293412766366597e-03 +4.160041842538646228e-03 +4.091350167278848433e-03 +3.953557451398914679e-03 +3.787997842926799953e-03 +3.671057146208236630e-03 +3.708669152137222466e-03 +1.185966583514729694e-03 +2.267174981498961371e-03 +3.262170370720641251e-03 +3.788967639513694460e-03 +3.973240336922874427e-03 +3.967651262751778658e-03 +3.860960556202084910e-03 +3.703200253494068426e-03 +3.523441759546345510e-03 +3.346365216439150907e-03 +3.229600311596248375e-03 +3.251183988145655950e-03 +1.165228326200540027e-03 +2.313096411518594971e-03 +3.264417284548442027e-03 +3.659351144100880023e-03 +3.699192005039997951e-03 +3.579402168715549101e-03 +3.399877403207125608e-03 +3.206267491968742278e-03 +3.018505955009818942e-03 +2.851289795595519493e-03 +2.747496126523194578e-03 +2.758296871511278434e-03 +8.178047054901301741e-04 +1.739208297120147613e-03 +2.654360089947562125e-03 +3.020230495066563749e-03 +3.051656708160662736e-03 +2.938253404017810138e-03 +2.775847885737533789e-03 +2.607564674182747105e-03 +2.451090082775345558e-03 +2.317918263040813932e-03 +2.241133515793806725e-03 +2.247611158663603143e-03 +4.884722110565912524e-04 +1.150584729223336948e-03 +1.814505143779805447e-03 +2.107576681362631574e-03 +2.176190835385542581e-03 +2.135917885568969915e-03 +2.049456496794957016e-03 +1.949758231693463463e-03 +1.853336413443443242e-03 +1.771942509593724081e-03 +1.732267819848050351e-03 +1.739693024371790015e-03 +3.622721592650279408e-04 +7.063214477610958763e-04 +1.005208997272891494e-03 +1.197413224427545811e-03 +1.281788353921432377e-03 +1.316149282008086336e-03 +1.316659138510808697e-03 +1.297055905033034926e-03 +1.269620074833403313e-03 +1.245487953426034069e-03 +1.245592567314528481e-03 +1.256317252153120283e-03 +1.258221652228220089e-05 +1.956965793175495028e-06 +7.326832366136287366e-07 +5.177232090497204493e-04 +5.929214546772556410e-04 +6.503027850332495155e-04 +6.918158908948399176e-04 +7.169634963104992492e-04 +7.466756913375381362e-04 +7.707975143724418157e-04 +8.046940225219590195e-04 +8.177018155526304165e-04 +2.696627381230663009e-06 +5.517400839290096157e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.004644314127434980e-04 +2.248412287131817597e-04 +2.525583316159692800e-04 +2.975556357363296476e-04 +3.420996356597032109e-04 +3.748396306169613401e-04 +4.298255215200310437e-04 +4.416765512715134685e-04 +1.956103041493694549e-06 +7.886767515651415590e-07 +4.549477815874334474e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.559737481326279940e-05 +1.095816124088657453e-04 +1.531958522972421267e-04 +1.587391217015454335e-04 +1.011146393050270701e-04 +1.486348899613359104e-06 +4.621903564793149336e-07 +8.553115559744004477e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.970558942804433182e-05 +9.775014345138179973e-05 +1.001994527840793483e-04 +4.786356573110578400e-07 +1.584575923341115414e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.213898080739091639e-04 +1.160062456095185634e-04 +1.177482861344902588e-04 +9.424503285430804950e-05 +6.153766549104186187e-05 +2.580798219631456841e-07 +6.140110736032049627e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.572749205781841567e-04 +1.413855712439371110e-04 +1.421517809176807824e-04 +1.257834567120605840e-04 +1.031043554474114071e-04 +7.539281561807695525e-05 +4.575498905287866914e-05 +1.866683140694126181e-07 +5.129234431284622994e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.356173199237354297e-04 +2.105543296050358141e-04 +2.159032333595651610e-04 +1.985577953680997814e-04 +1.748253665155315281e-04 +1.473565294107220651e-04 +1.170790600157278695e-04 +8.259578803284686711e-05 +5.393991889788376821e-05 +2.338358064929520923e-05 +9.011936841805753093e-08 +1.234909368385714884e-08 +3.078259302846366114e-04 +2.691689989856707924e-04 +2.709929454206057992e-04 +2.418239687198629577e-04 +2.050517593020311207e-04 +1.654287263023888530e-04 +1.245473946705857621e-04 +8.388425912278870853e-05 +4.708694761698739784e-05 +1.031038764254716069e-05 +8.135212201655747447e-08 +5.835652109455356053e-09 +2.444419429775249761e-04 +2.025045888804785036e-04 +1.836096817418208160e-04 +1.429116644158219627e-04 +9.915826525031029755e-05 +5.745196031432080321e-05 +1.840424901382303537e-05 +1.503131262967795770e-07 +1.844780208194907833e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.748569318520085601e-04 +1.685921886816742221e-04 +1.125353524453697834e-04 +5.512943863307111529e-05 +5.718622889432522229e-06 +1.650274852819064599e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.775650634672739159e-04 +1.682345734357954729e-04 +1.777658463703920010e-05 +2.718463818958292350e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.649968977764695127e-04 +6.063825511248327374e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.579983481510810392e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.064378659931591517e-06 +1.090403144188041703e-04 +1.993500558993745327e-04 +2.557494330101120266e-04 +4.048990188995949057e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.690557021909706121e-04 +3.023272389947174836e-04 +4.161243440319708012e-04 +5.252791762087676529e-04 +6.394663043532330384e-04 +6.984260773864865799e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.032900874037578473e-04 +4.785740535571905317e-04 +6.068828946849823443e-04 +7.310247849387421911e-04 +8.421951535347236813e-04 +9.508957340634453326e-04 +1.031923657458252465e-03 +1.096284046346075302e-03 +1.167130025309197393e-03 +1.220308155820557655e-03 +3.279496680729180181e-04 +7.321163538421879670e-04 +1.214355467225326866e-03 +1.514145582077422014e-03 +1.669891857499680591e-03 +1.744665215146138596e-03 +1.770390487284066987e-03 +1.769836975722036045e-03 +1.755427056477974366e-03 +1.739827710323558867e-03 +1.752472151868066010e-03 +1.794976158566391564e-03 +5.695494954925569555e-04 +1.479541321455052046e-03 +2.398352951798907780e-03 +2.798966347423339617e-03 +2.884354039285543566e-03 +2.831745521094268525e-03 +2.729074976221624975e-03 +2.614851539657077339e-03 +2.504114175903809740e-03 +2.407767440099743434e-03 +2.361491952933256460e-03 +2.393626446147806459e-03 +1.043563201784280864e-03 +2.212568748993185442e-03 +3.367002709139565227e-03 +3.819917607849344574e-03 +3.862605081328066535e-03 +3.741669972213710130e-03 +3.568292318571662791e-03 +3.385672217409194541e-03 +3.209356392972056819e-03 +3.051569743707409528e-03 +2.957489454707056507e-03 +2.984484522739396829e-03 +1.245049819148849471e-03 +2.561265236373689788e-03 +3.683575992873904317e-03 +4.198442936342965982e-03 +4.339239429191435807e-03 +4.299852039039045275e-03 +4.172991472939214727e-03 +4.003306128888135286e-03 +3.814541010019263483e-03 +3.628737665198995647e-03 +3.506720283169597642e-03 +3.537199464587195957e-03 +9.305988252651323104e-04 +1.903054839268252061e-03 +2.962845348873557189e-03 +3.741955312817990195e-03 +4.217785393473936530e-03 +4.448612010782209553e-03 +4.500778310765325349e-03 +4.432279033855858995e-03 +4.288345462993303249e-03 +4.111169081649729967e-03 +3.983570096727764333e-03 +4.026629454005069102e-03 +7.533088345810988622e-06 +4.892855206949182825e-04 +1.510255838591299544e-03 +2.704333373266243172e-03 +3.668124055811827853e-03 +4.284506025392211329e-03 +4.597876220831328790e-03 +4.688100294278442493e-03 +4.628933615480120001e-03 +4.487953553386951969e-03 +4.372670391026839756e-03 +4.434716524153515735e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.897419191322554211e-04 +1.698951403211239547e-03 +3.038726327442693893e-03 +4.000886170232676418e-03 +4.566544227544301615e-03 +4.820177117615418415e-03 +4.855577500468564837e-03 +4.761630669065391834e-03 +4.667531710071497197e-03 +4.750193871942310665e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.142615754170948168e-03 +2.600817727030100678e-03 +3.764736444565611618e-03 +4.504406919432817936e-03 +4.881548096632770672e-03 +4.993551491361688903e-03 +4.940789379108778342e-03 +4.867080130006244676e-03 +4.966878260359909071e-03 +1.422945540392724103e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.997007362547377998e-04 +2.408556773418233602e-03 +3.642009732647741391e-03 +4.464197150602450259e-03 +4.906857677984661180e-03 +5.062032146671824155e-03 +5.033525289428192849e-03 +4.972245223667827452e-03 +5.081741533625650474e-03 +1.112061134682152980e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.859087407814231489e-04 +2.383319596913500895e-03 +3.625160151363773613e-03 +4.458392201246579555e-03 +4.909763022135542679e-03 +5.070331064334927980e-03 +5.044412262810618608e-03 +4.983980890675767349e-03 +5.093604352457061640e-03 +5.997699979208355079e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.030327593621248880e-03 +2.499196106077367346e-03 +3.706353948246902345e-03 +4.485981066535810712e-03 +4.891266599130313954e-03 +5.019612829450475870e-03 +4.974238824716994967e-03 +4.902659312332263535e-03 +5.002582601036906218e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.379392739525526004e-03 +2.828819515758420559e-03 +3.896805418362862729e-03 +4.540299950790930607e-03 +4.842637506637172649e-03 +4.903850567751917924e-03 +4.820235314027157547e-03 +4.728062960031306078e-03 +4.810016701352081737e-03 +3.029689113204966070e-06 +1.066509316467184344e-04 +9.245498394985731836e-04 +2.228627190274717808e-03 +3.387776121652892082e-03 +4.166672944160336456e-03 +4.587344768495047256e-03 +4.738635615886615735e-03 +4.708298854411513412e-03 +4.576113495142910756e-03 +4.459714241822194253e-03 +4.518774418192863726e-03 +2.463258365462417669e-04 +9.873070550408191096e-04 +2.220443868894665749e-03 +3.258454648133379903e-03 +3.981743194912225510e-03 +4.389601504772407820e-03 +4.548334381136893111e-03 +4.534037546178991233e-03 +4.410324321188725978e-03 +4.233649150044869677e-03 +4.098130569406921962e-03 +4.134138229800205649e-03 +1.127314533054759541e-03 +2.104722465085351150e-03 +3.268709103745899743e-03 +3.972472232884089946e-03 +4.297178851399333435e-03 +4.382290421170905066e-03 +4.321942878369152211e-03 +4.177170295354423225e-03 +3.987660265873983929e-03 +3.787536789506651229e-03 +3.647517499381674327e-03 +3.665397646740625390e-03 +9.003961199761820145e-04 +2.242255689535058681e-03 +3.468025129044122190e-03 +3.992909872420390485e-03 +4.097384810658571443e-03 +4.008092491959997471e-03 +3.837136206483702638e-03 +3.636970447729134803e-03 +3.432329267516064878e-03 +3.242470940770927207e-03 +3.119244647934987531e-03 +3.127681285355464295e-03 +7.381270507076565955e-04 +1.868058756499130831e-03 +2.890334531228744633e-03 +3.305749346974673139e-03 +3.359897389247363652e-03 +3.256318785379411478e-03 +3.096622979073470998e-03 +2.925801208167518389e-03 +2.762193882246654231e-03 +2.618709625221310802e-03 +2.534295659138048173e-03 +2.542997307798674535e-03 +5.306444660044492591e-04 +1.187227162854991979e-03 +1.868929159726609402e-03 +2.174207300376822423e-03 +2.261576155840367471e-03 +2.244534592685747555e-03 +2.181759652550083108e-03 +2.102953282839878108e-03 +2.022634623246930344e-03 +1.952464275521320061e-03 +1.922910562067925520e-03 +1.939484822257567156e-03 +7.366170162568174304e-06 +5.415503173828856154e-04 +8.758248163128622317e-04 +1.007684902617531509e-03 +1.093200674462481425e-03 +1.169460194897372751e-03 +1.225685193922798838e-03 +1.259540245449464755e-03 +1.277203026899565450e-03 +1.290285707748361609e-03 +1.320930365166008867e-03 +1.348598952436054618e-03 +2.463094754475584861e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.975835323125755107e-04 +2.479294079619836166e-04 +3.302715807346321320e-04 +4.302763084520967621e-04 +5.169987311928038540e-04 +5.974934755560452199e-04 +6.819196296507754355e-04 +7.641248419328622180e-04 +8.010127744613590103e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.097686517260676610e-06 +1.063508073498874477e-04 +1.978889924457572077e-04 +2.872946852707009197e-04 +3.265167072535711946e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.952045605304054680e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.416459691222700855e-04 +8.971308782121746022e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.157130558009449286e-04 +1.689662153847201179e-04 +7.934694346528618496e-07 +1.626016114245277326e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.914491451492668404e-04 +1.700223639838436683e-04 +1.180852363968873408e-04 +6.383342217679727508e-05 +4.044883770532103779e-07 +1.057797261822476588e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.115505320185355280e-04 +1.780742857958035976e-04 +1.654573199011272742e-04 +1.326992628726765186e-04 +9.400840437755929530e-05 +5.580721027024583195e-05 +2.981068660322592241e-07 +1.159411271784773625e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.759957348618592601e-04 +2.424068128834559917e-04 +2.428730742139447265e-04 +2.161971975647877212e-04 +1.825765788284060178e-04 +1.458033696378082495e-04 +1.037240730840128660e-04 +6.986139809824910949e-05 +3.516661256082042887e-05 +1.565467509162574810e-07 +6.036981564578913674e-08 +0.000000000000000000e+00 +3.428840535857522690e-04 +2.977809820118323503e-04 +2.969063849013279252e-04 +2.608717331696582616e-04 +2.162865762506876793e-04 +1.688712694961859906e-04 +1.190126427183393432e-04 +7.559910129962071576e-05 +3.251144526077991446e-05 +1.527712293291093003e-07 +5.875691482272153370e-08 +0.000000000000000000e+00 +2.908295701444502503e-04 +2.350930365470400732e-04 +2.081649497957441372e-04 +1.554057899615437501e-04 +9.880869891142918541e-05 +4.758348948026896785e-05 +2.816393607577948305e-07 +9.940046433338723709e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.910951415224877886e-04 +2.122491225094723410e-04 +1.324428968763932788e-04 +5.484354664725169887e-05 +3.850541803146506038e-07 +6.822392933874746422e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.589845103889011100e-04 +2.331447954399785494e-04 +2.731229632423998223e-05 +1.504806341310459546e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.896474364251319914e-04 +1.156658538880710885e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.571471588139368647e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.031650672231804243e-04 +1.557293025438489815e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.939962453649274766e-05 +1.840160370122056999e-04 +3.413132980590104053e-04 +4.701355508615307583e-04 +6.194564836517629531e-04 +6.934549289319667537e-04 +1.576658644353806286e-06 +0.000000000000000000e+00 +3.327100115647753462e-04 +4.811077888969230343e-04 +6.261112910582496008e-04 +7.629449605314201277e-04 +8.760728403719923556e-04 +9.976849368195743733e-04 +1.092041342955657338e-03 +1.169706559878992951e-03 +1.254163368096828171e-03 +1.314268353578660221e-03 +3.882799695480324085e-04 +1.036117956641256690e-03 +1.683848057555575916e-03 +1.966402377070429475e-03 +2.057657039548633094e-03 +2.063897126625428326e-03 +2.036482161084051962e-03 +1.999847539934604748e-03 +1.962015952532227686e-03 +1.931112590309981255e-03 +1.936173416927996268e-03 +1.976746776148807262e-03 +9.947082341564715199e-04 +2.136812979198687498e-03 +3.221296633614023890e-03 +3.565432741039238976e-03 +3.518416683319465152e-03 +3.343374200504908769e-03 +3.149421762760287128e-03 +2.971215705808881967e-03 +2.815049499394874869e-03 +2.685206692949274228e-03 +2.616950141713634582e-03 +2.641064515126967816e-03 +1.631082912434620976e-03 +3.171522194238537550e-03 +4.257511892177432040e-03 +4.574378276373590284e-03 +4.486040109783107251e-03 +4.264262444974125689e-03 +4.018100574428339240e-03 +3.781863331626595433e-03 +3.563272774462024600e-03 +3.370212863276542299e-03 +3.250056827347919206e-03 +3.267240117181254098e-03 +1.421339144255741229e-03 +2.840778830680732933e-03 +3.955508089671985923e-03 +4.487768000659218826e-03 +4.656124734669453077e-03 +4.637620498495385879e-03 +4.519954775083536054e-03 +4.347432516122000205e-03 +4.145473968752029330e-03 +3.939439392381210298e-03 +3.797857990582066429e-03 +3.821072484706259081e-03 +4.472335101955255895e-04 +1.113219334096962913e-03 +2.228745363170041207e-03 +3.278963238009045822e-03 +4.031152490226858759e-03 +4.464891552906480494e-03 +4.647358979140759662e-03 +4.652385222768961465e-03 +4.541292925336293425e-03 +4.370394348312971015e-03 +4.237255727701501155e-03 +4.278411892733564349e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.193031533632860302e-04 +1.546106273242130961e-03 +2.951844417444906242e-03 +3.942235789979488605e-03 +4.507214258293350088e-03 +4.749231941544362900e-03 +4.771145281615768105e-03 +4.665299437190668572e-03 +4.560564781512880909e-03 +4.626262083440319667e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.303418225332709145e-04 +1.909887939051377759e-03 +3.357611424961400633e-03 +4.266299895186819943e-03 +4.729463203816471235e-03 +4.880862603471392350e-03 +4.843170943438329136e-03 +4.771615900154083968e-03 +4.860747839600892614e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.289313626610885406e-03 +2.959438308960342118e-03 +4.079499011402786153e-03 +4.683560000414746169e-03 +4.919452289982226972e-03 +4.927625590248499964e-03 +4.879195746550732057e-03 +4.983193740262089819e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.178854130746544463e-03 +2.883692302185998212e-03 +4.040965617708298235e-03 +4.669577246497098183e-03 +4.919891726437162181e-03 +4.935608696713977492e-03 +4.890624029133251033e-03 +4.996065260038722380e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.571137692781123711e-03 +3.152071711082091859e-03 +4.166713897751100730e-03 +4.697812063510537969e-03 +4.888340524160426567e-03 +4.870542415453640514e-03 +4.807636628788598127e-03 +4.900258395055207515e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.865752182943206772e-04 +2.472231410258825257e-03 +3.676792553461704759e-03 +4.393091379056401728e-03 +4.728752957341936757e-03 +4.802462369538221601e-03 +4.721153673269971526e-03 +4.625624027208606950e-03 +4.694561369400623678e-03 +4.035637274199421645e-04 +5.613324099134245999e-04 +1.399123950743064951e-03 +2.565707566477136003e-03 +3.586136999817901832e-03 +4.248545163103331461e-03 +4.586108491554474406e-03 +4.682878072612113064e-03 +4.618583703824075300e-03 +4.466042207854109720e-03 +4.336349496591613943e-03 +4.377412491158051526e-03 +1.015542116329063924e-03 +2.150513569992284005e-03 +3.296013662131201411e-03 +4.024407230383132521e-03 +4.420550657532261798e-03 +4.581028763345084201e-03 +4.577574002831804288e-03 +4.465718925654491890e-03 +4.287616572423880168e-03 +4.083236235835973650e-03 +3.933467502395473700e-03 +3.950415047637691190e-03 +1.657743853881623979e-03 +2.955710568230871058e-03 +4.099607845652886162e-03 +4.539966348046570177e-03 +4.573274238470920530e-03 +4.435595660842419491e-03 +4.231736849632348682e-03 +4.005585159678926206e-03 +3.776533121000773090e-03 +3.562253261031438252e-03 +3.419174406764043973e-03 +3.422417938538579833e-03 +1.034655966199204621e-03 +2.399779078600257267e-03 +3.575744932802838935e-03 +3.964253928641541316e-03 +3.926644510509081157e-03 +3.735163079694525830e-03 +3.507987583290459073e-03 +3.287865803270444143e-03 +3.087075327770868929e-03 +2.914150782634012619e-03 +2.809465249264998538e-03 +2.812530083149135732e-03 +6.954932344306304429e-04 +1.507016238457986558e-03 +2.282406122055262877e-03 +2.615244757136335040e-03 +2.663484002886629988e-03 +2.591129606781167154e-03 +2.480744973595767379e-03 +2.367226627283468710e-03 +2.262523035846700399e-03 +2.174924731802660959e-03 +2.135567507971170443e-03 +2.150582166168994204e-03 +4.154070812160671989e-04 +5.931191090455837853e-04 +8.715605712249208364e-04 +1.051785066885576681e-03 +1.162076447230294849e-03 +1.251296589663453097e-03 +1.313848655773387254e-03 +1.353759957072588668e-03 +1.379177448491157934e-03 +1.400395794184809087e-03 +1.440527020608484143e-03 +1.474419491313189168e-03 +3.480647631589506409e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.687149130103694228e-05 +1.492921123820902397e-04 +2.996989051710461792e-04 +4.353262765159422905e-04 +5.352227133976240891e-04 +6.580753214079257092e-04 +7.721779153217132570e-04 +8.247913459825110443e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.875209108611778194e-05 +1.831452155982050425e-04 +2.451898031347055909e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.277876361276586977e-04 +2.265892006333686241e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.922283431633436887e-04 +2.207673743456112540e-04 +6.015491644337441002e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.837291109710888709e-04 +3.049327064167468219e-04 +1.278171615224254121e-04 +4.007860196059597808e-05 +2.788962421171196848e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.036557350515641093e-04 +2.177154895128048553e-04 +1.885712557071877993e-04 +1.403246475011154354e-04 +8.890667696205347705e-05 +4.012962443052833615e-05 +2.361862672027996562e-07 +4.748296131180268777e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.184284682070832330e-04 +2.733644869240482896e-04 +2.691738170003739219e-04 +2.337242587164459044e-04 +1.908468355688071468e-04 +1.452858578017874355e-04 +9.819262561037512063e-05 +5.856256169190631074e-05 +1.989520623539388681e-05 +1.295414167022112065e-07 +3.236832177119303389e-08 +0.000000000000000000e+00 +3.777826272333383029e-04 +3.238920245431015413e-04 +3.209228189394618862e-04 +2.792284928958617841e-04 +2.280507001269742589e-04 +1.738681988173385246e-04 +1.186037954381590685e-04 +6.982389327445041980e-05 +2.274230803956174036e-05 +1.342404983311912021e-07 +3.912188756977547729e-08 +0.000000000000000000e+00 +3.924830520151216507e-04 +2.698986209183459515e-04 +2.309859596469957237e-04 +1.688652686453711975e-04 +1.029103881868259071e-04 +4.336102183163473989e-05 +2.443824435477173281e-07 +5.496463070272855376e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.385934569619423060e-04 +3.301589006059633871e-04 +1.568424952279249933e-04 +6.194298442397618476e-05 +3.320044515290227993e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.324936943433661283e-04 +3.194369124718844915e-04 +4.957751027278365887e-05 +7.320181260170703521e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.931805159341017658e-04 +1.741230340196949790e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.592582370929147037e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.475202207167131971e-05 +9.995368190987563572e-05 +8.017074215819262157e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.337516615033471403e-05 +1.943262968712483781e-04 +3.342925190717816819e-04 +4.882125638923883165e-04 +6.500070089498898463e-04 +7.268200328026648647e-04 +1.479785487850910516e-05 +6.197519347534844510e-04 +8.723867566446300405e-04 +9.503971656415279067e-04 +1.008240208106703402e-03 +1.064682049032640316e-03 +1.118774068416251944e-03 +1.184122248746861993e-03 +1.241673110339650606e-03 +1.298371994336356729e-03 +1.372009648200495655e-03 +1.426006970463223299e-03 +8.412287810377911540e-04 +1.885537020692303620e-03 +2.748577334572043993e-03 +2.927469438721737142e-03 +2.803223914786137985e-03 +2.612921646960427759e-03 +2.441638474183774159e-03 +2.307856447703663695e-03 +2.206468182540167067e-03 +2.133768072941251859e-03 +2.113266298763958381e-03 +2.141335701570964371e-03 +1.779484449279669688e-03 +3.519697726026991148e-03 +4.536867053925809114e-03 +4.620180464556824206e-03 +4.300075694250372893e-03 +3.914706038536932761e-03 +3.577014047661667469e-03 +3.304309623324288084e-03 +3.085256454518092630e-03 +2.911938415946769849e-03 +2.814996548437635315e-03 +2.825084698141153237e-03 +1.898818059441929060e-03 +3.889995224131966717e-03 +5.053497755265513869e-03 +5.225948530697547764e-03 +4.980270173853027643e-03 +4.645574400379548496e-03 +4.326568619493414286e-03 +4.042647159320898395e-03 +3.789824296538808496e-03 +3.569529350134554701e-03 +3.428750391723052807e-03 +3.434914629739486969e-03 +1.661548536277447034e-03 +2.778270661574543197e-03 +3.866870462970883968e-03 +4.449165047768981196e-03 +4.673065154585210636e-03 +4.702753084951125616e-03 +4.621355435158206078e-03 +4.471030235072293198e-03 +4.277951539139588331e-03 +4.070475782388654346e-03 +3.922583887256888072e-03 +3.939916038183628039e-03 +4.558404124614520265e-06 +5.035446916567766409e-04 +1.499459524016441211e-03 +2.654353549349156797e-03 +3.620678466821489454e-03 +4.234227467077817525e-03 +4.542683821713556190e-03 +4.627263642646236956e-03 +4.560852334361332680e-03 +4.410765922611940490e-03 +4.284261862194621399e-03 +4.323220429125813891e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.099530796293920309e-04 +2.372205669320294561e-03 +3.570270400010508178e-03 +4.281794579306504901e-03 +4.615567665710572712e-03 +4.690232020844955010e-03 +4.611542562027589123e-03 +4.517827622473642377e-03 +4.580246272309251160e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.517573121767593113e-03 +3.069986414908886137e-03 +4.052126713002934116e-03 +4.556867700834448670e-03 +4.730436303507157096e-03 +4.703774808557455341e-03 +4.635317613648249312e-03 +4.713711500391647158e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.372082278074867332e-03 +2.970173305124219291e-03 +4.000687648392451008e-03 +4.536694651941782647e-03 +4.728444605928421203e-03 +4.711344080070107784e-03 +4.647361225864021957e-03 +4.727769993424800477e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.472366226522922095e-04 +1.926760599159387487e-03 +3.310724705161032129e-03 +4.154748263038508284e-03 +4.571522452602264433e-03 +4.693701578724373755e-03 +4.639374357623217426e-03 +4.556552555142718425e-03 +4.623789075756645425e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.648356997155767889e-04 +1.803947426910000595e-03 +3.070206084597271699e-03 +3.934600991996751139e-03 +4.413717963893197191e-03 +4.602945930331397636e-03 +4.594418031845605432e-03 +4.471989636716653359e-03 +4.356116260150825516e-03 +4.399458466838798709e-03 +1.179603577522675287e-03 +2.113849287868002115e-03 +3.032329278427942001e-03 +3.786667366890052698e-03 +4.271767484484982613e-03 +4.518175599760919890e-03 +4.583742206727622892e-03 +4.520366715158547453e-03 +4.371218362017530168e-03 +4.180156196199273817e-03 +4.034303466528557473e-03 +4.051543045206377168e-03 +1.738186923703006516e-03 +3.601412033301840468e-03 +4.746126670111383734e-03 +5.021561502302250915e-03 +4.916487875764342756e-03 +4.698280429767678033e-03 +4.453798572010172867e-03 +4.206757368732903790e-03 +3.963786442651545151e-03 +3.736785177728005336e-03 +3.582812528083199020e-03 +3.581147082898962671e-03 +2.194782861466509395e-03 +3.732072682088277259e-03 +4.803119916085056562e-03 +4.928079847275600514e-03 +4.626242875462756136e-03 +4.241663927001921089e-03 +3.889696298453579337e-03 +3.591605864225648828e-03 +3.340658108958751132e-03 +3.133289218713483128e-03 +3.005872134655182548e-03 +2.999293156285529754e-03 +1.171552822763427884e-03 +2.480172026467758212e-03 +3.432377233113183615e-03 +3.614306243115375777e-03 +3.426463794277859447e-03 +3.151342788001814960e-03 +2.895995827466319155e-03 +2.686394460607526881e-03 +2.519257133082013732e-03 +2.390621171652466005e-03 +2.326129509685450659e-03 +2.330354106193890246e-03 +5.538541757755261873e-04 +1.035666859209230864e-03 +1.474894092100571775e-03 +1.658940304506785696e-03 +1.679554485174087524e-03 +1.652069512620469010e-03 +1.615922024383327493e-03 +1.586220018642024937e-03 +1.567221120380801833e-03 +1.559969810387186418e-03 +1.584654940458287429e-03 +1.611629643559487658e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.106240335545592451e-05 +9.506346619484623041e-05 +2.339903259964940961e-04 +3.758402426758032872e-04 +4.785281926694578448e-04 +5.931828867952995601e-04 +7.167422062487523735e-04 +8.350693013172555672e-04 +8.890368350277413467e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.624827497916089802e-05 +1.439277216561844286e-04 +2.172107745606713684e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.206569900905185694e-04 +4.811683161686021125e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.366445480613481436e-04 +2.797090517064836058e-04 +5.675403051420361555e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.764267868126079334e-04 +3.769395376942354537e-04 +1.469520903368500323e-04 +3.371679456041740028e-05 +1.803086486353751603e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.574806700259812843e-04 +2.494048433242942943e-04 +2.106838195558455805e-04 +1.502807390041893904e-04 +8.778101708751074662e-05 +2.939042041518715522e-05 +1.819388618852119755e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.537549977738253283e-04 +3.011032519679581560e-04 +2.935368770904187431e-04 +2.507844649657990340e-04 +1.999291246757402751e-04 +1.465783358908492244e-04 +9.481472354091174525e-05 +4.961558733564103125e-05 +5.896207573247033584e-06 +1.057000398076932790e-07 +7.847633519101219135e-09 +0.000000000000000000e+00 +4.046025145899604324e-04 +3.460845757635694461e-04 +3.421659529043747793e-04 +2.963960038208612565e-04 +2.401727260418330223e-04 +1.805527296832467969e-04 +1.206133975496323523e-04 +6.706546367394852954e-05 +1.630742060857547348e-05 +1.195468555736285874e-07 +2.364830516617801982e-08 +0.000000000000000000e+00 +4.334781967471623980e-04 +2.943400072116552409e-04 +2.505283063136914501e-04 +1.825993635069393434e-04 +1.098113636594111878e-04 +4.370771290386743616e-05 +2.156790755543355930e-07 +2.042353003867461167e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.694230906341083188e-04 +4.080263474236828398e-04 +1.799749105471803068e-04 +7.367047196334610836e-05 +2.957461498054336153e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.655514177947991218e-04 +5.440574786545857196e-04 +1.051825357072668057e-04 +3.077375511809376311e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.125913774549167183e-04 +2.186653321891436727e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.475287863961205388e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.886368003519279815e-05 +8.842792818045228272e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.742672324860986279e-05 +1.879987641087592690e-04 +3.250604771109294401e-04 +4.137060165831761430e-04 +5.654225686624842840e-04 +7.143917610153441506e-04 +7.811633178542975444e-04 +5.386795057982447831e-04 +1.265143572067355116e-03 +1.786672614681800251e-03 +1.823690508619067643e-03 +1.690000996780585251e-03 +1.563801936755834657e-03 +1.480840695612547575e-03 +1.438519250574101481e-03 +1.425674799125507559e-03 +1.436702888948140347e-03 +1.482027411847657884e-03 +1.519587425623577159e-03 +1.839119185994648889e-03 +3.380663005661554889e-03 +4.139143509218544577e-03 +4.039797273171909057e-03 +3.607283712579751906e-03 +3.169603878380401838e-03 +2.825232429397850614e-03 +2.577092993768852376e-03 +2.401564827820117272e-03 +2.280348544029405043e-03 +2.228848143218539312e-03 +2.238955315636628751e-03 +2.312292597002164364e-03 +4.569554778764126947e-03 +5.628975753924461527e-03 +5.468034668202271381e-03 +4.885294299689092214e-03 +4.306871002351922786e-03 +3.843460184064999285e-03 +3.491682580109071749e-03 +3.222153562099540694e-03 +3.015123563937971603e-03 +2.895345747494730733e-03 +2.890283263750651529e-03 +2.936481831656646661e-03 +4.706533323016556802e-03 +5.633302032887662833e-03 +5.597345124260191644e-03 +5.199031606185129661e-03 +4.772551717558818664e-03 +4.403428142084459679e-03 +4.092339499628780582e-03 +3.823231604499208354e-03 +3.591235392297489112e-03 +3.440709931940310207e-03 +3.436016317551110911e-03 +1.621738336717087111e-03 +3.105878078663088480e-03 +4.093254538343680561e-03 +4.511742190556380580e-03 +4.639177167063892639e-03 +4.628874530586620482e-03 +4.536917124961920705e-03 +4.387662095639053607e-03 +4.198335852814026083e-03 +3.993629919001645025e-03 +3.845496345770850217e-03 +3.853784600628598796e-03 +8.820682460980107430e-04 +1.363191980040800392e-03 +2.060272360774586566e-03 +2.916157897980836342e-03 +3.672874070459408724e-03 +4.165952747998531713e-03 +4.412136089527177868e-03 +4.467732505236058152e-03 +4.390034101490931234e-03 +4.237290049788141819e-03 +4.109403391015731266e-03 +4.135460866079739700e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.682407715691468563e-04 +1.738711454567590589e-03 +2.904036194114636722e-03 +3.755194753710461991e-03 +4.246958778661832391e-03 +4.454007660163662730e-03 +4.461604847000684090e-03 +4.351605295148002969e-03 +4.242841364524229178e-03 +4.282120595499716749e-03 +1.552864560546910380e-05 +0.000000000000000000e+00 +5.409185535119770709e-04 +1.560088929949611080e-03 +2.756681285825323020e-03 +3.666179423476503309e-03 +4.202494420790018476e-03 +4.438195826637849999e-03 +4.462460666952472975e-03 +4.361149093977579987e-03 +4.256363748113423627e-03 +4.297507923622378989e-03 +2.229226355128886155e-05 +6.799719458011499896e-04 +1.409251028247093720e-03 +2.339339358020524860e-03 +3.286969425826830223e-03 +3.946788176512079811e-03 +4.309880131398199921e-03 +4.438970482511970898e-03 +4.403219841925141466e-03 +4.271633732599211704e-03 +4.152836140016744754e-03 +4.183111925408664403e-03 +1.083150146368797896e-03 +2.140551901819845448e-03 +3.161720592744621857e-03 +3.826060125522341704e-03 +4.218485435215302282e-03 +4.412736175335661357e-03 +4.458995342983400681e-03 +4.394231423395790828e-03 +4.250925359532638052e-03 +4.067079093160901222e-03 +3.925782569131589135e-03 +3.937077193175263744e-03 +2.470159661811321874e-03 +4.311402387546465174e-03 +5.164659493214281312e-03 +5.244969217133865942e-03 +5.012314268738857909e-03 +4.723658825702025353e-03 +4.447912519218996837e-03 +4.190606545041021362e-03 +3.945932426125498688e-03 +3.719208759224041597e-03 +3.564537211913648088e-03 +3.557379575916886499e-03 +2.601046617326348981e-03 +4.880835661798151037e-03 +5.848117563598734421e-03 +5.669057193389917711e-03 +5.098683176119413012e-03 +4.534731242399733277e-03 +4.076473934447961446e-03 +3.718407352614314879e-03 +3.433237082854097288e-03 +3.204910407587243954e-03 +3.063853617219439249e-03 +3.047771685830860319e-03 +2.062143280243983190e-03 +3.765324470525972800e-03 +4.813337839312214345e-03 +4.728193687320963491e-03 +4.209222249717105811e-03 +3.674670084908154832e-03 +3.246264590877361370e-03 +2.928408715592884827e-03 +2.694510875990198569e-03 +2.524017163340320363e-03 +2.433626660449546113e-03 +2.423722774900848899e-03 +8.644781222312268891e-04 +1.974861178107190085e-03 +2.728220044755146154e-03 +2.764474664727253114e-03 +2.510327544309494743e-03 +2.232604152545315801e-03 +2.013264660438787278e-03 +1.862844319407430628e-03 +1.766122750217845056e-03 +1.709382629680757798e-03 +1.704241275268834422e-03 +1.715491211035527139e-03 +3.480443741793385996e-04 +4.784227301533283097e-04 +5.908121641512056703e-04 +6.279313909117511866e-04 +6.114168956273718968e-04 +6.153539588233327036e-04 +6.219554270934927239e-04 +6.578609782777686005e-04 +7.414020464389313144e-04 +8.283727391008268359e-04 +9.251972239646344886e-04 +9.668118535245616126e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.404198729367769988e-05 +1.678009545943803891e-04 +2.368746756448999275e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.846408826035731210e-04 +1.307804354085330009e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.876612657105020874e-04 +3.750760615101613425e-04 +6.597876331307573733e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.583266740051453285e-04 +4.626694627421145084e-04 +1.783115564000112773e-04 +4.709765780116614408e-05 +1.173745048054355343e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.893129777445171339e-04 +2.747871647267919638e-04 +2.305653519306939366e-04 +1.627857720511027438e-04 +9.198129276960548717e-05 +2.574982922773146353e-05 +1.403318130867805095e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.817941451057552896e-04 +3.243109544128600129e-04 +3.148846786425406850e-04 +2.669575381277216491e-04 +2.100300213682444609e-04 +1.504071783831490436e-04 +9.425536149084033839e-05 +4.297610439995251951e-05 +2.114378477564453325e-07 +8.667058617960261890e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.249067423964009876e-04 +3.638838818518597227e-04 +3.601289943990758640e-04 +3.120427858858882179e-04 +2.525442451907457448e-04 +1.890544011665497369e-04 +1.252402638520710922e-04 +6.779429383694031582e-05 +1.371224269459976185e-05 +1.096489753240820385e-07 +1.327595939378292328e-08 +0.000000000000000000e+00 +4.499830830577843826e-04 +3.093693203143391113e-04 +2.659234405660194792e-04 +1.960003568477261668e-04 +1.192978021016797327e-04 +4.882417082398176939e-05 +1.976621772441734402e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.869965536786231621e-04 +4.297299825455068206e-04 +1.970373710751410778e-04 +8.828275277855496489e-05 +2.760944673567885255e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.756051186772075412e-04 +6.098088856102241388e-04 +1.326843482125703423e-04 +1.191833775972280223e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.161477217793821879e-04 +2.623105487590933157e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.410272466163977711e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.482690482938543951e-05 +1.012916407986743121e-04 +0.000000000000000000e+00 +4.150310357563468354e-04 +5.366398947709956823e-04 +4.963609936511736553e-04 +4.305289034521563572e-04 +4.142093089574574549e-04 +4.429798423383937808e-04 +4.717082717294585319e-04 +5.404266011118012778e-04 +6.504380476684867071e-04 +7.707473054778097264e-04 +8.186070179484784826e-04 +1.092299704546474031e-03 +2.206771760384274809e-03 +2.746823356542695341e-03 +2.638883006145003630e-03 +2.310844749147166009e-03 +1.997547983101811888e-03 +1.770996243940607239e-03 +1.627495110509872590e-03 +1.547663735947842935e-03 +1.513126778950847889e-03 +1.528284799773991154e-03 +1.545764081170812512e-03 +1.757816303944726745e-03 +3.833203110540903558e-03 +4.851057080144456808e-03 +4.645504187873155354e-03 +4.031684946218320499e-03 +3.441814627892998951e-03 +2.990032880075509970e-03 +2.670640289458773523e-03 +2.448613310453018419e-03 +2.296715119510396325e-03 +2.224095277400912722e-03 +2.217100605927573367e-03 +3.320408104193935984e-03 +5.179487700040851655e-03 +6.021989873598179201e-03 +5.702761106390594886e-03 +4.994816444188210532e-03 +4.332657351500825149e-03 +3.818704201811539290e-03 +3.437832388360320072e-03 +3.151692289055004099e-03 +2.934806856771214178e-03 +2.807223145138380230e-03 +2.789210914013018350e-03 +2.634564901861299012e-03 +4.905869526202085579e-03 +5.818755705928776480e-03 +5.641887987038458722e-03 +5.127096567742144353e-03 +4.630768016905117447e-03 +4.226488655862834128e-03 +3.901067636306895011e-03 +3.628876800208886630e-03 +3.399090390603675717e-03 +3.249875311069270328e-03 +3.233648537971289469e-03 +2.139383074878724658e-03 +3.941012494626742156e-03 +4.772162301364278082e-03 +4.883928455785175281e-03 +4.732251842277871400e-03 +4.530382872978450277e-03 +4.325177241571344020e-03 +4.117073212866442962e-03 +3.902824024657557730e-03 +3.692491969033359633e-03 +3.544235461269686256e-03 +3.536841094792134849e-03 +1.732755690765026228e-03 +2.948848794924384571e-03 +3.807308343247374667e-03 +4.161903322877647145e-03 +4.300089596195587685e-03 +4.334549142937086687e-03 +4.291785473222215971e-03 +4.182972906281904636e-03 +4.022247843645443063e-03 +3.835574928926209406e-03 +3.695210451481046113e-03 +3.695871707328583170e-03 +1.798181334484803178e-03 +3.123060146093432909e-03 +3.758431795122272722e-03 +4.048212381927012403e-03 +4.207384734546544894e-03 +4.278719427855126600e-03 +4.266241064634469261e-03 +4.177691980358224158e-03 +4.028862293611473050e-03 +3.848228594067615391e-03 +3.710421260084875716e-03 +3.712346737377761764e-03 +1.900040098147043202e-03 +3.575307753659886893e-03 +4.370825396354614117e-03 +4.543334745595471215e-03 +4.502790836206392762e-03 +4.404902802345382444e-03 +4.276784160443147104e-03 +4.118456125997428142e-03 +3.932528161192365250e-03 +3.735746646715895538e-03 +3.592483531268952056e-03 +3.587573171127831674e-03 +2.543634828344258549e-03 +4.325781425952704429e-03 +5.321609803307236417e-03 +5.301485622762900154e-03 +4.934010175488633132e-03 +4.553284362108018374e-03 +4.229292965264455119e-03 +3.953115932294012924e-03 +3.706412926710624979e-03 +3.485931037127021348e-03 +3.337306385313944766e-03 +3.321434633926696137e-03 +2.914974837263498413e-03 +5.223684972421403089e-03 +6.058721624461154212e-03 +5.743439571376731008e-03 +5.070589162640764917e-03 +4.445968387147475331e-03 +3.958465991214181467e-03 +3.589903759576905037e-03 +3.303755772640957957e-03 +3.078308644741878462e-03 +2.939089789834560366e-03 +2.915434531010815348e-03 +2.572600389127549601e-03 +4.757337768489243966e-03 +5.571182314553784105e-03 +5.224501337364489094e-03 +4.500811970220754826e-03 +3.829375927164122700e-03 +3.317005091358593040e-03 +2.950036802967722326e-03 +2.687871274346524328e-03 +2.500815533333710511e-03 +2.399458664844977395e-03 +2.378298469186563343e-03 +1.431699822872132015e-03 +2.849481023941844229e-03 +3.730838981695422212e-03 +3.601961063119940142e-03 +3.107978504478802872e-03 +2.626183442213466616e-03 +2.262602426725883204e-03 +2.018128230016724527e-03 +1.860954192290833163e-03 +1.765847306316663300e-03 +1.736176614911051630e-03 +1.731236933751634103e-03 +4.835452399537785734e-04 +1.081912877657922878e-03 +1.476051965727890594e-03 +1.420686635355044832e-03 +1.212330490788928340e-03 +1.037672762712021695e-03 +9.067304943753645534e-04 +8.728889461667281319e-04 +8.831570086120295749e-04 +9.211651786948873858e-04 +9.872499000922380953e-04 +1.010211366716040355e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.244936979811970797e-04 +2.182603338631749134e-04 +2.714109853797934185e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.597153483436766015e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.811958439351822795e-04 +1.892466271278465288e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.615315542822963375e-04 +6.673735614860136847e-04 +8.752830225693053928e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.108443773082467155e-03 +8.173688270735574935e-04 +2.613810024998340360e-04 +7.420349632561437712e-05 +8.795512711044619423e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.160668892894400306e-04 +3.289267961558263258e-04 +2.490857373499516763e-04 +1.766819922048762142e-04 +1.012225473146917106e-04 +2.967853716443366417e-05 +1.145448283884284340e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.029609137805129039e-04 +3.449921664271051900e-04 +3.326214648169513260e-04 +2.818162444228100084e-04 +2.210819130788897930e-04 +1.570634413212552939e-04 +9.705794880063822446e-05 +4.210934828937901961e-05 +1.997596040904025323e-07 +7.372389245338441467e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.392717727666714295e-04 +3.773961920067666091e-04 +3.747446599127743166e-04 +3.260689519408532344e-04 +2.650852851283503199e-04 +1.993617261962344982e-04 +1.325517135799824146e-04 +7.218725619646754264e-05 +1.521582153065074072e-05 +1.051407331841133835e-07 +8.596272477855368015e-09 +0.000000000000000000e+00 +4.535834644027922336e-04 +3.197067277507191756e-04 +2.772142597512670644e-04 +2.087331104158240622e-04 +1.310270018926869935e-04 +5.845820481720311642e-05 +1.915476763361575767e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.721730689485996096e-04 +4.666695197197413781e-04 +2.118686263916023363e-04 +1.047596621522341843e-04 +2.728523544800864432e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.403943548169366781e-04 +6.537740205590813255e-04 +1.539569481518259745e-04 +8.437212604053690891e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.469201471773427343e-04 +4.172274171442614567e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.693455455196275619e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.040075314997026123e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.393101425849810510e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.608275170704683546e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.041145002115222542e-04 +1.003096518976764970e-04 +4.212023148287535857e-04 +6.519684615162286111e-04 +8.546699225673781361e-04 +8.157001354404919786e-04 +7.272006065887551404e-04 +6.423480145315769475e-04 +5.977604571742969235e-04 +5.671195212215168367e-04 +5.958005560954440609e-04 +6.699487747662699827e-04 +7.637691447591639371e-04 +7.910752691603857361e-04 +8.709528311008949515e-04 +2.002332431496564071e-03 +2.775424287081390204e-03 +2.740614951221562613e-03 +2.399752596198238570e-03 +2.050444889070821529e-03 +1.786219935427950508e-03 +1.611758243295365652e-03 +1.507252655179979871e-03 +1.453882595395100718e-03 +1.454013699011794288e-03 +1.455114353691754894e-03 +1.722939865042006280e-03 +3.432018214049686617e-03 +4.435845196566961385e-03 +4.294351599545208689e-03 +3.746920024587087512e-03 +3.203742477755175573e-03 +2.781317368232128114e-03 +2.479220400967640896e-03 +2.267464412430776882e-03 +2.121844885848293491e-03 +2.050372192189459618e-03 +2.032240428264451507e-03 +2.235548614400926799e-03 +4.280001962726229757e-03 +5.220414923530455713e-03 +5.025462078237768332e-03 +4.439012716896733809e-03 +3.866964509090857656e-03 +3.415032760129301220e-03 +3.076843700384626710e-03 +2.821615949955705652e-03 +2.628213022687414351e-03 +2.514577891804333117e-03 +2.488357591082806033e-03 +2.197491821535235007e-03 +4.234017217683774294e-03 +5.176624891793288850e-03 +5.070717040451811798e-03 +4.596368752116285032e-03 +4.118549714010555536e-03 +3.728112450253954786e-03 +3.419252281381841667e-03 +3.167929607181731860e-03 +2.961662930257310741e-03 +2.830210179053136137e-03 +2.803923099295212509e-03 +2.274226974548754915e-03 +3.902820886388876781e-03 +4.884174809825871100e-03 +4.885554487588647694e-03 +4.529814821749359594e-03 +4.152811522488646274e-03 +3.833203015172049685e-03 +3.565964121013741588e-03 +3.333253497082988050e-03 +3.130040636959831400e-03 +2.994655295659125801e-03 +2.970875948802391680e-03 +2.161705731716495864e-03 +4.055101924272808654e-03 +4.915334143879511973e-03 +4.855941490660859935e-03 +4.495169828322283408e-03 +4.132217068928009662e-03 +3.827663673888953566e-03 +3.571477158726263021e-03 +3.345366002471272977e-03 +3.145265380934522161e-03 +3.010892965845128957e-03 +2.987690706732058169e-03 +2.128408504743868699e-03 +4.165176687384635791e-03 +5.078441144541341080e-03 +4.964079824303398690e-03 +4.520004917228463530e-03 +4.085304588084623205e-03 +3.732252916918807513e-03 +3.449023952621328888e-03 +3.212014878497383361e-03 +3.011510642437802837e-03 +2.880933342108926275e-03 +2.855292906192401659e-03 +2.343963280462305412e-03 +4.124789533051774829e-03 +5.115899588837006205e-03 +4.972999466976216025e-03 +4.434215128657229867e-03 +3.904425778180707803e-03 +3.483996965375281505e-03 +3.164631498063283106e-03 +2.916903214282724147e-03 +2.722701726655640721e-03 +2.604307369510669608e-03 +2.576044499806616223e-03 +1.842933248410984432e-03 +3.825687778763955590e-03 +4.768368666678283151e-03 +4.566398460879455418e-03 +3.981381033106083829e-03 +3.417042205479169613e-03 +2.979131044819382027e-03 +2.662065333103317416e-03 +2.433760040919868278e-03 +2.270229284783334411e-03 +2.182212013071693248e-03 +2.156228635485565696e-03 +1.388372248031981586e-03 +2.903264750478453705e-03 +3.616205431142485802e-03 +3.444682450439367355e-03 +2.957935780438591001e-03 +2.494207381381960322e-03 +2.143457332131935757e-03 +1.905386128247228174e-03 +1.750633331090847150e-03 +1.656546573614358763e-03 +1.624920436774727247e-03 +1.610545395329499290e-03 +5.105677480098355691e-04 +1.267740489581167980e-03 +1.745043168009500784e-03 +1.683908068810574445e-03 +1.417579231616448434e-03 +1.177933704951532627e-03 +1.000882905727467232e-03 +9.211183127825318213e-04 +8.973347871267660673e-04 +9.109572441823971748e-04 +9.585136996217311295e-04 +9.660860507555561229e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.809405098595048729e-05 +8.341889827180316548e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.285766992627687217e-05 +1.683854114537155621e-04 +2.371994595493081160e-04 +2.715051499752691930e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.025651720812327835e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.753238289910012137e-04 +4.055067103770992974e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.122954688184859101e-04 +7.540370138110922887e-04 +1.841774418443252557e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.085792965387115871e-03 +8.851815963470424610e-04 +2.943665099064101797e-04 +1.032389601351906081e-04 +8.722399535262836149e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.164420400737529589e-04 +3.402596455778716879e-04 +2.605148720678884355e-04 +1.904179579292051324e-04 +1.142265090632882683e-04 +4.026990546716601853e-05 +1.059912448542396601e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.157536496616207121e-04 +3.577217781733396489e-04 +3.463460567705872349e-04 +2.950874390484997342e-04 +2.328479045719167762e-04 +1.664347271088052391e-04 +1.032112423007905275e-04 +4.542712678547665937e-05 +1.942723347087042098e-07 +6.763520134914827558e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.492590646628858613e-04 +3.893889703638201728e-04 +3.864791104386017966e-04 +3.386264800591403008e-04 +2.777737073255808495e-04 +2.113529847644930596e-04 +1.424137849052632145e-04 +8.013845570023710489e-05 +2.076446449410899466e-05 +1.061969846110187336e-07 +9.800325927090747132e-09 +0.000000000000000000e+00 +4.627692158871018428e-04 +3.717405466265463428e-04 +2.882483212314826664e-04 +2.208896874213799023e-04 +1.445848953015457740e-04 +7.197276791657923741e-05 +1.976117465196410958e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.333008614458427991e-04 +7.134807194677385929e-04 +2.633410949998074438e-04 +1.242605074622465196e-04 +2.870991449655146338e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.698523077469008311e-04 +6.840959473607353394e-04 +1.745260087759073443e-04 +2.491791656446519942e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.398715349955932183e-04 +4.063953683454572048e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.150958005677432472e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.785005498337761942e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.997259074229623893e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.181795667637338142e-05 +4.130391677543889667e-05 +0.000000000000000000e+00 +3.016180324240950636e-04 +6.014377369893066268e-04 +6.496730218848147326e-04 +5.847095333726260022e-04 +5.288161716063791585e-04 +5.024943850912468989e-04 +5.041089783980974223e-04 +5.158856760344455441e-04 +5.583992251954461713e-04 +6.424947781288164452e-04 +6.558842200179881192e-04 +5.123179033798229681e-04 +1.286625388725186163e-03 +1.900335268071369531e-03 +1.938720985742864184e-03 +1.762422097412621623e-03 +1.550726413284271273e-03 +1.397728958272481323e-03 +1.295468307506304198e-03 +1.234258527905568881e-03 +1.206065432037097809e-03 +1.217315181694723566e-03 +1.210895888947597200e-03 +8.647706012693116319e-04 +2.046896857137971149e-03 +2.816861115779722112e-03 +2.878163076581550118e-03 +2.650947090995559030e-03 +2.365193843025527667e-03 +2.126681983891122712e-03 +1.945424874387324549e-03 +1.812167518421109588e-03 +1.719470658432647667e-03 +1.678750713321224474e-03 +1.658684485786737772e-03 +9.309065968835070377e-04 +2.279975549055115666e-03 +3.222668664149661629e-03 +3.350193199477857417e-03 +3.127061744426781493e-03 +2.829592660732948954e-03 +2.569513233533815381e-03 +2.361174862426111166e-03 +2.196998833574240369e-03 +2.070010266657086768e-03 +1.999160170952919615e-03 +1.972887795872809488e-03 +1.011237810167331993e-03 +2.317680207003473738e-03 +3.357101322420350323e-03 +3.517745711612391482e-03 +3.307587073543463707e-03 +3.023258217794279161e-03 +2.770266811415703686e-03 +2.562140935640967992e-03 +2.390849696999859317e-03 +2.251727744371016891e-03 +2.168351776500821761e-03 +2.140407332500217884e-03 +1.126588903847916849e-03 +2.523586194039843193e-03 +3.448480776062223894e-03 +3.543424772780130998e-03 +3.308181264715094345e-03 +3.026035447063619467e-03 +2.778155266324883622e-03 +2.574432998964847671e-03 +2.405845247990633443e-03 +2.267725619766194477e-03 +2.184302191418589691e-03 +2.156445123841612636e-03 +1.111101873884981711e-03 +2.462556318796702871e-03 +3.304003276828268443e-03 +3.376333223244570858e-03 +3.140103727596279658e-03 +2.851667493896023909e-03 +2.604410569098772159e-03 +2.406044876740166989e-03 +2.246956985892186939e-03 +2.120722777791381880e-03 +2.048257255060404163e-03 +2.021460218169514669e-03 +1.087667641762940377e-03 +2.071856134129771484e-03 +2.813901622220830144e-03 +2.911400919837667158e-03 +2.711989921585688558e-03 +2.446617630558042301e-03 +2.219936235164128233e-03 +2.043594317238378501e-03 +1.909385994117597475e-03 +1.811256608487585209e-03 +1.763583783537730348e-03 +1.740403258721731931e-03 +6.820456584336350271e-04 +1.470085120521060894e-03 +2.062449090011454073e-03 +2.128819235470522098e-03 +1.954347213869845386e-03 +1.752235121119676128e-03 +1.587337699942971934e-03 +1.469025091133913238e-03 +1.389707232570533153e-03 +1.343885722382543932e-03 +1.338754262314210009e-03 +1.324397110919171144e-03 +4.396496564667642134e-04 +7.887452962876016424e-04 +1.033915549370051021e-03 +1.058672354406999493e-03 +9.483484310169778674e-04 +8.410385369947515153e-04 +7.520590571907956280e-04 +7.202272556035946467e-04 +7.049083805591389645e-04 +7.378566038753113596e-04 +7.934824366878048168e-04 +7.951064342250471545e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.247053426124257999e-05 +1.203008109051077073e-04 +1.688705414173041113e-04 +1.895215520418269683e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.078657673840607041e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.959267334724668031e-04 +2.688399336008866951e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.787750157747052955e-04 +4.898445412925840192e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.182326188503136677e-04 +7.380189358260815652e-04 +2.188134882369236216e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.003879253133368272e-03 +8.553859688383155194e-04 +3.056649005525816499e-04 +1.317122070982742143e-04 +1.129930879134247356e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.045589530536124407e-04 +3.381239350091274840e-04 +2.671025878524931020e-04 +2.031807500751201684e-04 +1.295286168219181517e-04 +5.589261641674231535e-05 +1.145614846744900840e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.221862358528000311e-04 +3.653901407709402027e-04 +3.565518367008951818e-04 +3.067875092284504655e-04 +2.450761433369330307e-04 +1.781474005746022703e-04 +1.124090477390872879e-04 +5.262246730895844842e-05 +1.951390439469989634e-07 +6.861850453199754615e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.545874604469930368e-04 +3.960207726212992070e-04 +3.958491316233728836e-04 +3.500767604806071984e-04 +2.906506243314708983e-04 +2.248318094671946786e-04 +1.545382343723528682e-04 +9.131080679574428546e-05 +3.003767093653641158e-05 +1.125602362738479017e-07 +1.666485481890467759e-08 +0.000000000000000000e+00 +4.476687870603561492e-04 +3.678684002479866997e-04 +2.934891169543304653e-04 +2.326166825551237731e-04 +1.595444218348962399e-04 +8.843956815543334293e-05 +2.150923355464842457e-07 +1.578833918129229575e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.550761862673711801e-04 +6.855485332190999672e-04 +2.699645849063765667e-04 +1.437857032708595502e-04 +3.203009065115887695e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.714831318759730319e-04 +6.596680892200321600e-04 +1.964719883670425432e-04 +7.836030192071581548e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.174813195494639036e-04 +4.743198910356394337e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.681427644548798998e-04 +2.829578682704542007e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.722084660462267412e-04 +2.174090410120935472e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.142280212655007177e-04 +7.522580055938916487e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.205776915631724212e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.145230537135228746e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.897275595656408975e-05 +1.001381212505518309e-04 +1.803029107863090251e-04 +2.543751606209565205e-04 +3.140276825840573448e-04 +3.790364862587115944e-04 +3.874004533237113438e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.572078675381733627e-04 +5.113019556325870902e-04 +6.253891417770989164e-04 +6.406528878202749980e-04 +6.777535293804050863e-04 +7.079279627954101432e-04 +7.150603309200379010e-04 +7.545928231214995641e-04 +8.053642145678416124e-04 +8.016967693481994763e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.795034607958832509e-04 +9.585544558849124191e-04 +1.092230064279388693e-03 +1.106137863995137246e-03 +1.107171451575080390e-03 +1.089411580304171234e-03 +1.089074881838208780e-03 +1.091608443473587268e-03 +1.110621069858902521e-03 +1.098481340039039571e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.350513588202255966e-04 +1.232526234607426215e-03 +1.337514292955218394e-03 +1.340367678715655153e-03 +1.325073221031403863e-03 +1.303064570195473565e-03 +1.286733427938622880e-03 +1.270530838083895435e-03 +1.272993172299206627e-03 +1.257076457796462831e-03 +6.775547898852977925e-06 +0.000000000000000000e+00 +1.015933131807318212e-03 +1.275398919813239967e-03 +1.339277113281248576e-03 +1.347850286119200210e-03 +1.336853338629018749e-03 +1.316975656436301543e-03 +1.301327245265387770e-03 +1.285130216129555221e-03 +1.287174925936330518e-03 +1.271135782940842644e-03 +5.048870524799912789e-06 +0.000000000000000000e+00 +7.696081869314455506e-04 +1.021028019483144911e-03 +1.128195207581452700e-03 +1.142181492660831327e-03 +1.146069754865768195e-03 +1.133679966133228391e-03 +1.134984099445845128e-03 +1.136653280549390415e-03 +1.153607374411755359e-03 +1.139846264819399180e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.589576199609423725e-04 +4.893263722058214995e-04 +6.423736417073770254e-04 +6.996427661679616421e-04 +7.508716552792113865e-04 +7.860278238621450780e-04 +7.965909406106497139e-04 +8.325434584998355793e-04 +8.779435447899955119e-04 +8.716138590987351081e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.468299199040536344e-05 +1.120633387723274794e-04 +2.081465869295455560e-04 +2.905248252827790311e-04 +3.450184203537766847e-04 +4.190556519316549194e-04 +4.787071967312166946e-04 +4.822206075655539664e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.888353096914121447e-05 +5.020537555249209721e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.001012546496611132e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.920545664083986596e-04 +1.942926828558056893e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.108585431833112569e-04 +3.247001752464982261e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.996920859954398216e-04 +4.907211093104752288e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.029223050692983039e-04 +6.878512468574472013e-04 +2.405064407357207913e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.061303659227815501e-04 +8.021215957394808990e-04 +3.095289360221004809e-04 +1.580341777597275767e-04 +1.651738121872634736e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.872189282849017918e-04 +3.307146441500031587e-04 +2.706018254096063664e-04 +2.148325691352560461e-04 +1.459005472066202081e-04 +7.472423734500455584e-05 +1.387621499214594757e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.242708722522399206e-04 +3.696330331283087609e-04 +3.641320597948081864e-04 +3.172311500596932538e-04 +2.576038219812049643e-04 +1.917174676697928871e-04 +1.241315787393204725e-04 +6.314446490692948602e-05 +2.019567933862103137e-07 +7.632224847961271262e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.566229938311746977e-04 +3.987355256024445395e-04 +4.038003839379741356e-04 +3.609164619744792586e-04 +3.038996436899738256e-04 +2.395672779057187742e-04 +1.686368694404923149e-04 +1.052137089951525693e-04 +4.252401966725847810e-05 +1.235693697025311131e-07 +2.857858115719653287e-08 +0.000000000000000000e+00 +4.070636512943208722e-04 +3.150294268494682965e-04 +2.947757515887016984e-04 +2.443455323192684505e-04 +1.794263250625005709e-04 +1.068874573654670545e-04 +2.420767999500569193e-07 +4.681689672939348597e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.199976977501204384e-04 +4.021211365141293950e-04 +2.370543228587780398e-04 +1.647524953409449625e-04 +8.778616461425167597e-05 +9.857720915477667641e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.489518235126242370e-04 +5.786036341265659438e-04 +2.347556755942995096e-04 +1.768657473782390147e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.544448370608747444e-04 +5.235109552107193674e-04 +3.036420905538350103e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.867456657374387345e-04 +4.608434275419910739e-04 +2.799836475795344087e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.346818054434449888e-04 +4.316814941409062014e-04 +2.098712098976250346e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.408784302615646106e-04 +2.978691903518153957e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.386761711608519966e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.875757312360084682e-05 +4.485855408829591238e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.306030516685620495e-06 +7.653139228512079910e-05 +1.868947256324338091e-04 +2.790841578768254094e-04 +2.870433745886869555e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.331873351761453535e-04 +2.399596920365447796e-04 +3.361660781486371856e-04 +3.908848324190840546e-04 +3.905962749607489381e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.432420728606995650e-04 +2.510172538339778972e-04 +3.470698032450590426e-04 +4.019795101064707978e-04 +3.999410610316969606e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.017510058706961325e-05 +1.091232606754025472e-04 +2.194563040672800700e-04 +3.100714391317644053e-04 +2.835161560891362323e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.040402824542635437e-05 +9.435928987356809704e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.456230882076504480e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.108751831938495331e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.123575887381888290e-04 +2.318489004000343914e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.870248005975428947e-04 +2.861864867913032446e-04 +1.100741536730882013e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.871649210043682828e-04 +3.432282855463152180e-04 +2.216880910715548613e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.284388409647057117e-04 +4.709082489197645460e-04 +3.129081117735879234e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.003193445537806719e-04 +6.321645186105485491e-04 +2.916899701824131178e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.107853747763240802e-04 +7.429901792572895809e-04 +3.118315564312738766e-04 +1.811193946190854133e-04 +2.424088693223699780e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.696062550363185322e-04 +3.219593275630494101e-04 +2.729832268755887623e-04 +2.257525367289286793e-04 +1.625296775555097606e-04 +9.510835064663265880e-05 +1.757192518781205096e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.241935063244325313e-04 +3.720579762285402994e-04 +3.702431783545340215e-04 +3.269491786094521420e-04 +2.703896957956653901e-04 +2.066652426934710877e-04 +1.377787056090252235e-04 +7.635283757755828495e-05 +2.138167730785040577e-07 +8.988209302867250562e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.568846658307272081e-04 +4.031209407268073548e-04 +4.114878943195146967e-04 +3.716705005677889851e-04 +3.174770557833117633e-04 +2.554817125534929374e-04 +1.886144746985292983e-04 +1.213841500904939361e-04 +5.761165343015469195e-05 +1.382309484736592215e-07 +4.460777127399013914e-08 +0.000000000000000000e+00 +3.486271673572474260e-04 +3.057399023645987002e-04 +2.998646790076798358e-04 +2.564680159270356081e-04 +1.975240675052830489e-04 +1.287793114015385425e-04 +5.989531204929002131e-05 +8.617972712013646674e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.585927446192529468e-04 +2.944869960475146489e-04 +2.404321843104792369e-04 +1.886306568174928250e-04 +1.172782618056880476e-04 +9.360667679814805700e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.343098980588300564e-04 +5.295107546280226852e-04 +2.533496166105856057e-04 +1.354810058479434531e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.732403299872030875e-04 +4.759429295557022458e-04 +3.576303088419578702e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.506626184000115388e-04 +3.443895229050383464e-04 +3.269069616016753656e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.153816596461695968e-05 +2.849460423137378058e-04 +2.604028585249283049e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.040641862524758390e-04 +4.233650276738262666e-04 +2.175342511908445135e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.118520409653260700e-04 +3.472639883903227650e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.846222758681901439e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.233044918946083942e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.586034599603277370e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.704745773666582058e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.852755776765944030e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.925401431677415839e-04 +3.887595556706216265e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.749411399951527862e-04 +4.545315271572626008e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.806058887513658465e-04 +3.344573493010313228e-04 +1.975175188080412051e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.020703208874421552e-04 +3.581222556334695767e-04 +2.532742847747317377e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.102371319719446028e-04 +3.938791058982458754e-04 +3.420000636347864239e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.019192250363503878e-04 +4.741298432636077589e-04 +4.246076715568207005e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.366357273883490308e-04 +6.171152912379859875e-04 +4.525033768279872583e-04 +1.495837620808889017e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.751935928289388641e-04 +6.413461586457666576e-04 +3.309078297656041219e-04 +2.054488132814534691e-04 +1.237295486071798877e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.501498001458597915e-04 +3.109740630166921735e-04 +2.766289788766062999e-04 +2.367243576656070979e-04 +1.822754923107721174e-04 +1.158640704003636670e-04 +2.212510232827421962e-07 +2.248487170538838981e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.235606793872175621e-04 +3.739450560948540613e-04 +3.760798183967886264e-04 +3.365538026538263941e-04 +2.835901527586928619e-04 +2.225869065773086795e-04 +1.529574587562277006e-04 +9.433195870677317746e-05 +3.423933397263101256e-05 +1.080273102843674939e-07 +1.123074675040034644e-08 +0.000000000000000000e+00 +4.608613859298611119e-04 +4.083287624768511454e-04 +4.196591415848070447e-04 +3.828218006476790552e-04 +3.315584043851980967e-04 +2.721104894278717065e-04 +2.073002141474332633e-04 +1.391181156573760970e-04 +7.476760484097352746e-05 +1.553289338542522050e-07 +6.359472073188437485e-08 +0.000000000000000000e+00 +3.448839268195382011e-04 +3.076650711204262150e-04 +3.072167845200578251e-04 +2.694247068132268582e-04 +2.158443762456726406e-04 +1.495364739814132539e-04 +8.421416185505647446e-05 +1.300177873273406618e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.191544819897088200e-04 +2.899673560916868689e-04 +2.502730764759297224e-04 +2.085230127967048399e-04 +1.422939782234713165e-04 +1.837442755472114204e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.282617296104573671e-04 +5.265016188243815684e-04 +2.642515410927955303e-04 +1.611185641483750129e-04 +6.203657667784847771e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.958998725827498830e-04 +4.795259585767891941e-04 +3.595110200027422679e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.667572515934696528e-04 +3.482926541432987649e-04 +3.633675156778459845e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.327636895563682118e-04 +3.172250487318126113e-04 +3.342010791954619364e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.599294077860978013e-04 +4.804382271198893257e-04 +3.286499195597332402e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.054109689033146675e-04 +5.089694930257696905e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.613371848975586217e-04 +4.220766615831970416e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.224617369846777813e-04 +5.693415804592193909e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.463569658304870144e-04 +1.138074096582478308e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.965899280864274510e-04 +1.350758180884587816e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.339910068386322617e-04 +5.924208059194782083e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.382272183346990967e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.310650436498501753e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.404434672502522143e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.073669105768535463e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.121793969274385563e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.678331547679588705e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.979920497080573581e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.030835531123223573e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.551837742466476976e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.779599841474059801e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.383193011784870636e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.918552377767156158e-04 +6.337246705548486005e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.796780842772714605e-04 +7.787351034738695328e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.701611842320555912e-04 +5.954668832297539747e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.133338296733095958e-04 +6.059518375653497307e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.634403438892891999e-04 +6.161610966673700162e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.448671859713740548e-04 +4.591447111769257606e-04 +3.507774009746767807e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.961491420087561085e-04 +4.233822647070569259e-04 +3.911556705059001694e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.948164956501386347e-04 +4.362537394849252243e-04 +4.370812979949542047e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.215524539104711813e-04 +4.988404128085987882e-04 +4.844222123850931054e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.862709908133996603e-04 +5.711140134810581285e-04 +4.795562375954496226e-04 +2.168715045387986163e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.425842063733434886e-04 +3.286540288210466790e-04 +2.948828396338086066e-04 +2.297295348096420158e-04 +1.565226863731131613e-04 +9.948770308867350211e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.054438576163957830e-04 +2.773051585114598059e-04 +2.803466118430856385e-04 +2.484112571056279971e-04 +2.001128827577344348e-04 +1.386708913332432150e-04 +7.340841809769931036e-05 +7.839802754711694104e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.217020461630455901e-04 +3.748567717198464638e-04 +3.825219424360534379e-04 +3.465957139449459120e-04 +2.971697587674190810e-04 +2.393929322093794876e-04 +1.760883869589888304e-04 +1.118549508110758587e-04 +5.353953878547859055e-05 +1.292203104052043637e-07 +3.398965433597721086e-08 +0.000000000000000000e+00 +4.679237664047004169e-04 +4.156754221516797227e-04 +4.301065548382205931e-04 +3.959136092756848787e-04 +3.473639062178135732e-04 +2.905343871286578594e-04 +2.277071323958580913e-04 +1.589691814380977432e-04 +9.729302661554926077e-05 +3.490015575741766638e-05 +8.427781216921001326e-08 +1.144595688858294370e-08 +3.508477417639815064e-04 +3.144105741786982870e-04 +3.180513033002557548e-04 +2.843315236550087582e-04 +2.352912974737626577e-04 +1.754146278085450981e-04 +1.074166246366660567e-04 +1.742740717345864470e-07 +4.172184789772382143e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.247510659785773869e-04 +2.964696657635674279e-04 +2.643146187595685702e-04 +2.294621913154699423e-04 +1.737301858189505910e-04 +1.005537794715037246e-04 +5.937580454064655745e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.319470278076112021e-04 +5.161391931905112088e-04 +2.589169028931885314e-04 +1.901771609901310896e-04 +1.245762298167898063e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.091984145049551934e-04 +5.349601054632048070e-04 +2.787770014672282665e-04 +1.589846604152506788e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.863970030291467243e-04 +4.886299986952593851e-04 +3.860588099863027436e-04 +1.561244766373338427e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.514775828068561567e-04 +4.848329020357098349e-04 +4.030127268102185194e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.364041237569437032e-04 +5.799438722714333333e-04 +3.912703174893198679e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.193139663384467412e-04 +6.314507055161682533e-04 +1.916198047747643559e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.935009556156518830e-04 +6.650215414376683693e-04 +1.965921434944125559e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.625885229705504162e-04 +6.870373438769886675e-04 +3.096956888815708239e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.108777499100854763e-04 +7.020526447458090352e-04 +4.312498832438956192e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.950713778527608123e-04 +5.066655165885702080e-04 +3.430187409503287135e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.369302237171751089e-04 +4.497618034370395195e-04 +1.882294001802892747e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.917593504058450258e-04 +3.497572919557655723e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.983040455561751575e-04 +2.075463072918331685e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.311557517601603955e-04 +1.827561920882914636e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.200814885150482488e-04 +1.850245502093804937e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.839877542570695490e-04 +1.826742872020327652e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.529282849546088847e-04 +2.096984987485266334e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.675191886489226905e-04 +2.860282291331513833e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.157705202105552467e-04 +3.384366515359114955e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.152420163206972742e-04 +2.727230323863035432e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.082652558731766648e-04 +2.608611356619887313e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.022496988581494064e-04 +3.803315995484825036e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.785604498962432791e-04 +4.620455859384427428e-04 +1.321035226464937572e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.955773117011381651e-04 +4.870197709947562048e-04 +2.170338164403889239e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.796231285592289851e-04 +6.743897212569135253e-04 +3.041064935482457000e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.340397005080455374e-04 +7.497295995592854426e-04 +2.464213710932767530e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.433847873526835397e-04 +6.907556047766776671e-04 +2.064847636879478774e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.318769650057542164e-04 +5.963331670326384778e-04 +4.286996258650289070e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.732555067921999111e-04 +5.342101002533247624e-04 +4.587812478105764320e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.680126284031203106e-04 +5.265968693221672551e-04 +4.727096731422564843e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.459523265729303755e-04 +5.642824434709656136e-04 +4.672434940772598436e-04 +1.927025479921134913e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.896075207923121378e-04 +5.265346928620828629e-04 +3.396175579337504268e-04 +2.126883078862171932e-04 +1.455060929038982351e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.033521886127133436e-04 +2.926471207386253611e-04 +2.823459864027224502e-04 +2.500972040250835178e-04 +1.837740748478407541e-04 +2.131322980248777031e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.089828532287665743e-04 +2.817032767281262636e-04 +2.892489369007250578e-04 +2.619070038318581958e-04 +2.183336844933513477e-04 +1.599762073178639000e-04 +9.899739265665945308e-05 +1.346690881654277064e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.266295869679124640e-04 +3.805245385447153647e-04 +3.912605297178353421e-04 +3.583287518839697872e-04 +3.120746017730688425e-04 +2.572958711686283337e-04 +1.966447989991059690e-04 +1.307080137801648850e-04 +7.227091903562856204e-05 +1.518343540063590157e-07 +5.878913451989816322e-08 +0.000000000000000000e+00 +4.930972697177539487e-04 +4.398832829770869834e-04 +4.579152114217373585e-04 +4.257889790536474768e-04 +3.787020247128451266e-04 +3.230996862482420746e-04 +2.610573511317181342e-04 +1.950459451979933876e-04 +1.272261823152709848e-04 +6.402011388224190737e-05 +1.502893196840771183e-07 +5.273540167602508255e-08 +3.729894783566164735e-04 +3.354586373867689741e-04 +3.441929897532238782e-04 +3.130407624815111957e-04 +2.668212951397442266e-04 +2.097417050420487467e-04 +1.425079000121713397e-04 +7.740021201537424856e-05 +1.322028694057435624e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.113065520013214059e-04 +2.872628185726537674e-04 +2.932877553896639459e-04 +2.634580812812063180e-04 +2.122205316839318508e-04 +1.399626735472396695e-04 +2.136500949037972118e-07 +1.787454797898214574e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.249491697890115132e-04 +3.045921115073918755e-04 +2.589474359362436864e-04 +2.279845984461588708e-04 +1.693337581550125655e-04 +1.834159788118086907e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.365564018376743453e-04 +5.271022085088831154e-04 +2.735325443982646368e-04 +2.058111130281788288e-04 +1.387058663329253274e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.685014878440034858e-04 +5.758385837786701104e-04 +2.972765218810421973e-04 +1.939730076363103744e-04 +9.569080766028269089e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.137264927130656449e-04 +6.059480503109823018e-04 +3.008246084750667649e-04 +1.794992808370480717e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.005074580599060389e-04 +7.138061908193658314e-04 +3.126548127882037577e-04 +3.097853975819303771e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.013669553470389702e-04 +7.999152209949631073e-04 +3.025235972976555261e-04 +2.632332798983274543e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.140984034441666534e-04 +8.817356833951122286e-04 +3.154071940115885033e-04 +2.567927176043817457e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.026651941290940328e-03 +9.634979497778985895e-04 +3.341538899108549782e-04 +2.780772201393759229e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.128707293199541746e-03 +1.030880313738853551e-03 +3.519184632696096323e-04 +3.045319132396159780e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.218543917085798027e-03 +1.035994208181531626e-03 +3.459578908332063365e-04 +3.053208392965551913e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.334519034951868162e-03 +1.047111713159777852e-03 +3.040231069872475654e-04 +2.589215960236846403e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.425439069654798989e-03 +9.572244619616271637e-04 +2.184283395630782338e-04 +1.749314278011859195e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.367512470016278483e-03 +5.859827799139409122e-04 +7.645300335242395098e-05 +9.381940862331448503e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.400127328122901388e-03 +5.283174889190842992e-04 +3.240668882427855547e-05 +5.344535110605421850e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.399341229564072522e-03 +5.170182894828717580e-04 +2.671004733036149971e-05 +5.861928149139190764e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.359201958911921207e-03 +4.696200242887607471e-04 +3.892148111260783767e-05 +9.062551599190760430e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.331062671152285050e-03 +4.773381191664021720e-04 +6.851653420259404509e-05 +1.279111240680450811e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.334906931414310766e-03 +5.450067836271247843e-04 +1.040919174525415400e-04 +1.501233920098857674e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.351550202516642969e-03 +5.703102862366958917e-04 +1.158138421780917203e-04 +1.434495731799131500e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.368950713350433916e-03 +5.672099319099771888e-04 +1.059967307189158019e-04 +1.224618177039944930e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.368743222053672064e-03 +6.176781329483095649e-04 +1.204497597657545806e-04 +1.268442380969287170e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.449111782061334635e-03 +9.926880231674332835e-04 +2.386274996423499723e-04 +1.709232439141008135e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.352403665527090538e-03 +1.064803393728041940e-03 +3.037691575174569347e-04 +2.253573870241097590e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.210355797605809289e-03 +1.026761149724668811e-03 +3.340835936518027306e-04 +2.566009087204248346e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.076416679019289975e-03 +9.988297919372437703e-04 +3.416289178028255637e-04 +2.591339707136746175e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.393395256876249134e-04 +9.243612599521154518e-04 +3.337180258928843998e-04 +2.488825743246657260e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.100594620855215569e-04 +8.294381907985111553e-04 +3.180305126434442584e-04 +2.467129553058511458e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.977920982784534395e-04 +7.271925120400631135e-04 +3.255144257067454634e-04 +2.765857773759282015e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.001169658463440231e-04 +6.142124748987259691e-04 +3.142936285280298553e-04 +1.909536960991948054e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.325493124423212555e-04 +5.734984180014797601e-04 +3.137953799916723646e-04 +2.066902515180876765e-04 +2.983124075168348863e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.100043678613043431e-04 +5.391575724531383470e-04 +3.165808214301268344e-04 +2.187898659614537981e-04 +1.865665291831195146e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.039582640028600522e-04 +3.059746404752925744e-04 +2.826452636875436851e-04 +2.550571590025671833e-04 +1.855879917225875387e-04 +1.220032002764476996e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.068979267657166721e-04 +2.936995163218380079e-04 +3.112621193538187415e-04 +2.865079080073715755e-04 +2.328210813715844913e-04 +1.512189730033463794e-04 +1.585798372036648624e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.316541538145067244e-04 +3.022231662929328300e-04 +3.133058930228962416e-04 +2.880957078007947395e-04 +2.475928813637746982e-04 +1.951257709111691428e-04 +1.329854148739477383e-04 +7.085145660388275852e-05 +8.714310926939157602e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.483813222484035548e-04 +4.014344890608636304e-04 +4.155691493534662451e-04 +3.847769984868493849e-04 +3.404151334661480719e-04 +2.874837273723994521e-04 +2.280719231101222693e-04 +1.647936194959626858e-04 +1.013377346844036956e-04 +4.359315280906454293e-05 +1.220800036399287888e-07 +2.132312422328456346e-08 +5.034927241733748275e-04 +4.518151584768946355e-04 +4.721041779556465210e-04 +4.434743440433702526e-04 +4.005447957524879568e-04 +3.495652210436838770e-04 +2.922800554020738928e-04 +2.305695401555767554e-04 +1.666659357255237351e-04 +1.028150172605215548e-04 +4.337844705345402652e-05 +1.432540461602388623e-07 +3.940238674499390464e-04 +3.551424281866554259e-04 +3.665783623978487085e-04 +3.383471296376417315e-04 +2.965916416734573906e-04 +2.452643546699692580e-04 +1.864352012506643129e-04 +1.212315257308142617e-04 +6.121944675661652156e-05 +1.298614136660711243e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.463807516516502374e-04 +3.170667363140435534e-04 +3.263373974265813935e-04 +2.981368273942243755e-04 +2.524168136925934378e-04 +1.931130884490862365e-04 +1.180253486977519159e-04 +2.303218706903275318e-07 +3.903180574063334274e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.102979782072768050e-04 +2.888071642182862418e-04 +2.976762935399499704e-04 +2.703678675175039407e-04 +2.208142758415352182e-04 +1.496027268760709251e-04 +2.288151669423746262e-07 +2.520201239165222256e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.213567586656126095e-04 +2.986442966861241094e-04 +2.823444528675557040e-04 +2.527655093058626306e-04 +1.984099268092885259e-04 +1.210350185739390811e-04 +7.770388619724774408e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.682545750504357513e-04 +3.129214238846652371e-04 +2.851984209726582788e-04 +2.505740328175796983e-04 +1.823001362114714228e-04 +2.290490961363106888e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.186723083856850592e-04 +4.310969660623727379e-04 +2.896171647388379026e-04 +2.420086501524570358e-04 +1.676166011817444034e-04 +1.512739090277264549e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.761281633966299916e-04 +7.654043689458666071e-04 +3.469438935387045633e-04 +2.332435906453127997e-04 +1.522140548160557099e-04 +7.739303138425691030e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.958830650277745392e-04 +8.975678920223852586e-04 +3.680913684872471952e-04 +2.293656153019198857e-04 +1.324685707754785368e-04 +1.504645478170298381e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.102189143496552478e-03 +9.806453634126509247e-04 +3.851715325714517445e-04 +2.227634439137323873e-04 +4.673775751633912640e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.211957172187106855e-03 +1.060151096416625830e-03 +4.024769335484647422e-04 +2.207308281622049739e-04 +4.700132573507198886e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.320757383080138235e-03 +1.133659644424711479e-03 +4.163885429503510322e-04 +2.158732762553633097e-04 +4.767626213101553219e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.436218412914810590e-03 +1.195069895568259951e-03 +4.208254110227156969e-04 +2.028951859246241950e-04 +4.799013257337888688e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.617637019276521029e-03 +1.260795094375404511e-03 +4.128238438168587137e-04 +1.785846740880291258e-04 +4.749185552249758348e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.728892825330368820e-03 +1.284611788713606968e-03 +3.917393246379478693e-04 +1.461984544173095522e-04 +4.635127790929515644e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.778911936246726838e-03 +1.226537010276500987e-03 +3.606854966055643625e-04 +1.151203604554741394e-04 +4.524430439502753256e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.818482331401130234e-03 +1.221156991816893305e-03 +3.446144955026616652e-04 +9.515190116307852377e-05 +4.483199120090234209e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.792253520255229250e-03 +1.121482751652796679e-03 +3.276878147921492867e-04 +8.887554297962550070e-05 +4.528574413961021744e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.574869277173838143e-03 +6.829312569382907502e-04 +2.533560617780479464e-04 +9.119034622930005793e-05 +4.624702136965523724e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.563097706733504889e-03 +6.833821780978650796e-04 +2.625792470596221987e-04 +1.018114058684798886e-04 +4.711241072843508347e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.769098953552224358e-03 +1.128706906855092259e-03 +3.519008367094241191e-04 +1.147226566668389374e-04 +4.736558687615905772e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.811111200123477049e-03 +1.239363233301646067e-03 +3.718821224294584725e-04 +1.209839238319957019e-04 +4.687147004441576299e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.811678500373391752e-03 +1.250743719265107017e-03 +3.769863856847754024e-04 +1.255636487762309841e-04 +4.601828122473561381e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.784279021012032118e-03 +1.250018107390673270e-03 +3.848016371225927929e-04 +1.362219875560951503e-04 +4.543748700876799758e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.728599936414689864e-03 +1.304964755307396525e-03 +4.066322252083435433e-04 +1.565726228758783215e-04 +4.542403470881562886e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.548951735740052450e-03 +1.254373847159280259e-03 +4.177822944290202328e-04 +1.812664389542442862e-04 +4.571435506433468709e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.410765809911316204e-03 +1.185501908910599391e-03 +4.195623467197498132e-04 +2.030332045358601513e-04 +4.587678112186298693e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.272830883330802352e-03 +1.104944696886120056e-03 +4.113310823301917322e-04 +2.181909654936317632e-04 +4.580452917262500391e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.137046981892906022e-03 +1.014660028324283585e-03 +3.961814207999295222e-04 +2.273279339270562827e-04 +4.583716962752872487e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.011868922602492202e-03 +9.196304249204175938e-04 +3.776913514485256496e-04 +2.366614382955306095e-04 +1.382476328178442479e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.776467160035406837e-04 +7.752861983295371772e-04 +3.535636152443223288e-04 +2.406044915977886291e-04 +1.595238903990982672e-04 +4.416541121682857015e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.072312498928132164e-04 +4.300228084504510175e-04 +2.931410169127608148e-04 +2.485160653062547112e-04 +1.751946015303505581e-04 +1.163157950994517182e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.529242715890296513e-04 +3.084951609365752575e-04 +2.873447306281100744e-04 +2.567367733721950904e-04 +1.900054404177932530e-04 +1.957059791124896503e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.174697327826121154e-04 +3.046250377624314652e-04 +2.951595446082665489e-04 +2.688696235933045746e-04 +2.098776831566674900e-04 +1.325022280051226214e-04 +3.940833811147989194e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.138776503082834094e-04 +3.004650574398642026e-04 +3.193653034346718143e-04 +2.965517111649790521e-04 +2.450710271902428131e-04 +1.674350612663593754e-04 +1.879247681031069541e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.548262724620236262e-04 +3.307779243309188610e-04 +3.470842070290810523e-04 +3.224142088588505500e-04 +2.753272446924498571e-04 +2.106308286648294443e-04 +1.288602504558720616e-04 +1.854592357369149835e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.556353816971848515e-04 +3.233297877271441682e-04 +3.357619928463347276e-04 +3.122862764989034153e-04 +2.756589225896763904e-04 +2.288553844557108955e-04 +1.739453305099747512e-04 +1.111606220089273828e-04 +2.704025353726461333e-07 +8.570830045231784898e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.593645663605025247e-04 +4.134128805538221782e-04 +4.299077078541773886e-04 +4.024618720405908419e-04 +3.622646288191441613e-04 +3.140903680478546135e-04 +2.595973932833548045e-04 +2.005358979115184166e-04 +1.344304862250399386e-04 +7.820813482784175620e-05 +2.454862087586478307e-07 +1.110394932983492578e-07 +4.540516928159266108e-04 +4.070453998394093337e-04 +4.295785262930412241e-04 +4.076308944610565173e-04 +3.755944054991821744e-04 +3.374645977645471641e-04 +2.942932924252851003e-04 +2.472826554127812121e-04 +1.977407723071080911e-04 +1.469351086395337587e-04 +9.606962466756687748e-05 +6.009854304515100819e-05 +3.711555636855969715e-04 +3.351760598652785508e-04 +3.477900088593589411e-04 +3.255784882265310137e-04 +2.939759377963564431e-04 +2.556013422144566365e-04 +2.116899206081578608e-04 +1.637873267272457994e-04 +1.137851885238031857e-04 +6.290499577278659406e-05 +1.915981616657438301e-07 +4.404809945579474218e-08 +3.472722475530460196e-04 +3.150686576753468533e-04 +3.249102102036406582e-04 +3.013995133684203029e-04 +2.667466180410487287e-04 +2.235289970262121790e-04 +1.733981181461511560e-04 +1.176690906275577869e-04 +6.343397131319402043e-05 +1.359344478253050550e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.304411460810738896e-04 +3.007750381758226709e-04 +3.098287977833836821e-04 +2.855032631670079818e-04 +2.482455792515661118e-04 +2.006975766576255741e-04 +1.435420246409652417e-04 +8.400944306525257900e-05 +1.472612518719709156e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.225219353055796601e-04 +2.938362961731937821e-04 +3.018917267923878155e-04 +2.763380385162561527e-04 +2.363007543068105869e-04 +1.847105196925058381e-04 +1.228243204720211009e-04 +2.017641997875894852e-07 +5.233531763421550592e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.336063373172154642e-04 +3.020109783917435619e-04 +3.094886566106682508e-04 +2.810537539608641403e-04 +2.359974323929462064e-04 +1.758140962403039148e-04 +1.121184908152033938e-04 +1.602534926509104725e-07 +1.151000997969094749e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.715151658260835467e-04 +3.096045097047163126e-04 +3.096217563304511718e-04 +2.776267916929203695e-04 +2.280778789028919853e-04 +1.642339523623378744e-04 +9.700490578411395475e-05 +1.165308642823956720e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.039223391351708732e-04 +3.537641796333407642e-04 +3.150993218833968894e-04 +2.759419038426755419e-04 +2.209405774868785299e-04 +1.528503577618780130e-04 +7.981772057226087463e-05 +7.355119399262754131e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.253312171750157477e-04 +3.729244786613163218e-04 +3.214045347053424095e-04 +2.760570179963653739e-04 +2.147563822935384345e-04 +1.401881330123113637e-04 +2.920159152083048257e-07 +3.397482217108918830e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.485854116957767963e-04 +3.896090217166512802e-04 +3.290241375248280321e-04 +2.771063057718332000e-04 +2.062906968938178862e-04 +1.306286610366804010e-04 +2.732034849181905143e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.734284141633773348e-04 +4.066582833179643126e-04 +3.369357526464851330e-04 +2.783218519318938935e-04 +2.016060243295363314e-04 +1.215014105071440933e-04 +2.594711142404376585e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.999903454379978291e-04 +4.230389029982147063e-04 +3.438844292285523621e-04 +2.784518624242972675e-04 +1.962343750777034528e-04 +1.123283952191315635e-04 +2.503171434398905138e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.773437538579210930e-04 +4.426864337709430705e-04 +3.488725239603885481e-04 +2.764291374230443176e-04 +1.894361452695904314e-04 +1.027384055143369581e-04 +2.447388306348660674e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.833040564260471603e-04 +5.519266023773916749e-04 +3.540278889453488402e-04 +2.719049506844009980e-04 +1.811137807560634510e-04 +9.277969668094339080e-05 +2.417384033466002935e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.118247410256346637e-03 +5.815885144952149480e-04 +3.545869215691616365e-04 +2.656073044808294993e-04 +1.721256680428373531e-04 +8.318194493373689072e-05 +2.406418356133789638e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.160971889873558312e-03 +5.886935763269529002e-04 +3.532526138418545965e-04 +2.592842900366551539e-04 +1.640539250101591775e-04 +7.515561999927367661e-05 +2.410787806102150359e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.184747874605061868e-03 +5.948104841492041044e-04 +3.520793600535805797e-04 +2.547070594707832912e-04 +1.584151441531604036e-04 +6.977194329336513774e-05 +2.426983528875773706e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.194024162906553175e-03 +5.901219881778243821e-04 +3.511764520281799966e-04 +2.527646972419652217e-04 +1.558829123480506059e-04 +6.735788069464688816e-05 +2.448861491100695735e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.176296767694999437e-03 +5.360630713488612068e-04 +3.480334261615015208e-04 +2.532375282962309954e-04 +1.560663910381705733e-04 +6.734462662979435652e-05 +2.467331254125705249e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.176038377664416143e-03 +5.363126302921979345e-04 +3.494963987059561926e-04 +2.553817481344476214e-04 +1.578954248284334641e-04 +6.865131972092321580e-05 +2.473056501546897150e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.195955362784611011e-03 +5.921320840948950982e-04 +3.551728507868744979e-04 +2.581563133354168572e-04 +1.603036449555608138e-04 +7.034870861169929129e-05 +2.460570061674669497e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.195135310702914950e-03 +6.003112378399401991e-04 +3.574988639253205355e-04 +2.608029318826382494e-04 +1.628630297285191687e-04 +7.222473964938140709e-05 +2.431343813490292872e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.185569804764252232e-03 +5.989588751758098814e-04 +3.588931250875081625e-04 +2.635391990925259656e-04 +1.660023805923813416e-04 +7.490350909999968991e-05 +2.393880753438019714e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.156628125578798702e-03 +5.925686898643203141e-04 +3.596555563495854447e-04 +2.669873048010957639e-04 +1.705550173183398191e-04 +7.938801235676302579e-05 +2.360647860078983253e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.029627942360465242e-03 +5.707722286940583633e-04 +3.593719088184675159e-04 +2.712913700514954702e-04 +1.769347130420924222e-04 +8.633162926697000384e-05 +2.343901736672456931e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.059275305462809812e-04 +4.582953429140780490e-04 +3.546221887696904382e-04 +2.756476438264188395e-04 +1.846977913300995621e-04 +9.561267291933461267e-05 +2.353276212123624919e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.230585142999949174e-04 +4.376452011166435366e-04 +3.503038779133237947e-04 +2.790005751119957922e-04 +1.928641324287688264e-04 +1.064941235162303524e-04 +2.396212536605181617e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.911958183963382627e-04 +4.193183109857262785e-04 +3.436840997510373706e-04 +2.806842984942035956e-04 +2.005696254726910255e-04 +1.181045630313912507e-04 +2.479590318881597158e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.607056392517745627e-04 +3.995796426385441087e-04 +3.354504926711976702e-04 +2.808484565293747882e-04 +2.075004166503139973e-04 +1.298089723085011564e-04 +2.610010197024055242e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.324664741486349082e-04 +3.799330591204375996e-04 +3.268318424558694173e-04 +2.803199634381703994e-04 +2.174447686822706001e-04 +1.413555350234181650e-04 +2.791568602469646431e-07 +1.282512541193486889e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.067158983139007892e-04 +3.577195573419091100e-04 +3.190252163483525520e-04 +2.799381245452991249e-04 +2.242811660628192332e-04 +1.526521336307237297e-04 +3.022055298506104291e-07 +5.160952303574362609e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.702979348734179461e-04 +3.103174648302930755e-04 +3.117701755667444158e-04 +2.808467124135246174e-04 +2.314737267362297862e-04 +1.670016952515882707e-04 +9.591635464232381642e-05 +9.462213552844488875e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.303050408365769885e-04 +3.009096584870274665e-04 +3.105731458952157992e-04 +2.838936156910813573e-04 +2.395277067779621235e-04 +1.791034129436622658e-04 +1.142932336735046707e-04 +1.394428850995807863e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.301217170069906245e-04 +3.024702557358677538e-04 +3.141322143481456853e-04 +2.899704772487266121e-04 +2.493402162031675326e-04 +1.954379728872462614e-04 +1.302322307492568426e-04 +1.831553592414733767e-07 +2.821056779925200191e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.484562216097632269e-04 +3.185240575135427445e-04 +3.325284282510202155e-04 +3.093270482199249349e-04 +2.706652595551071279e-04 +2.195211961164103304e-04 +1.570562094297281528e-04 +9.244154644837190838e-05 +1.189218386987489564e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.660795694138621473e-04 +3.332738180456576134e-04 +3.472711644739149726e-04 +3.246267380031776719e-04 +2.887072003369081674e-04 +2.423661935016071427e-04 +1.874745551742124029e-04 +1.237155759486053132e-04 +2.937971374657648236e-07 +1.005634608886381597e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.419882126367061953e-04 +3.108294630123055674e-04 +3.225628247669881372e-04 +3.030785762325166458e-04 +2.746965805896874925e-04 +2.394090312146977080e-04 +1.983177751676317899e-04 +1.528730988093181882e-04 +1.020256108100514906e-04 +5.748637010892839328e-05 +1.562261759614388138e-07 +4.254506873415885703e-09 +4.182437351664605859e-04 +3.771269479319942189e-04 +3.951145423812578114e-04 +3.740962582335579951e-04 +3.439781295709558990e-04 +3.078842845532711050e-04 +2.667926124507655206e-04 +2.218840476497928218e-04 +1.743103678907209826e-04 +1.258529079657643693e-04 +7.601134100090340534e-05 +4.285267705757525629e-05 +5.512613798094439252e-04 +4.975133369274647608e-04 +5.270846658529107151e-04 +5.057485054987759590e-04 +4.717608032715596162e-04 +4.314220165884457225e-04 +3.858136945274248707e-04 +3.360328787209249600e-04 +2.832601211381641378e-04 +2.287283878143824510e-04 +1.754557255462501752e-04 +1.381099404900641388e-04 +4.632930751575849463e-04 +4.173524150458867224e-04 +4.378249754960715219e-04 +4.149569747863615632e-04 +3.817532198184023879e-04 +3.422208138733884015e-04 +2.974502456347741242e-04 +2.486923439615016523e-04 +1.973098909058251642e-04 +1.445926073517161210e-04 +9.131398932257847460e-05 +5.323915471059789212e-05 +4.504804896489893336e-04 +4.063428838294668279e-04 +4.223904236005449129e-04 +3.966561537619257231e-04 +3.596857914257890493e-04 +3.154780199230632575e-04 +2.653959614755800091e-04 +2.110199151408238859e-04 +1.542342375695687274e-04 +9.684870770411665498e-05 +4.442855661262633331e-05 +1.460220893198109352e-07 +4.465409742229265507e-04 +4.020521194023391636e-04 +4.162383209516510338e-04 +3.880760141120564153e-04 +3.477905335995801054e-04 +2.995069037588687423e-04 +2.448105239282945028e-04 +1.856895649012717871e-04 +1.233596953260435918e-04 +6.737069187125366190e-05 +1.603877126162894537e-07 +4.774036619001464980e-08 +4.481261430755437885e-04 +4.024202643588288401e-04 +4.155478640083578039e-04 +3.850964639972484201e-04 +3.417400421533511672e-04 +2.898195900988039930e-04 +2.311093312780312784e-04 +1.630583861564355731e-04 +1.057511844593037319e-04 +4.615893247788636352e-05 +8.815219725203360203e-08 +1.211461274297249339e-09 +4.695846703365998630e-04 +4.207307999502612702e-04 +4.331648251540502195e-04 +3.991548440934652975e-04 +3.507128287155416506e-04 +2.928554981829088939e-04 +2.281156577794864583e-04 +1.561161753853722485e-04 +9.190869648710273435e-05 +1.746573276854192150e-07 +6.235619859477162934e-08 +0.000000000000000000e+00 +4.791047951759339410e-04 +4.256213696662546888e-04 +4.362958811613946736e-04 +3.993130497347371520e-04 +3.473069979382978323e-04 +2.856807501095931620e-04 +2.172649891010210567e-04 +1.446750549604620235e-04 +7.884806515222561618e-05 +1.542438684110976593e-07 +3.589609815124219695e-08 +0.000000000000000000e+00 +4.889823196024380494e-04 +4.343188477449350668e-04 +4.402973796167731048e-04 +3.998524490749473873e-04 +3.440147305984066596e-04 +2.785169139351003709e-04 +2.063131381968637983e-04 +1.333669649184612371e-04 +6.621935713254656906e-05 +1.338786288781708887e-07 +9.678952087521869418e-09 +0.000000000000000000e+00 +5.000486226274702050e-04 +4.428102768686943908e-04 +4.459403296205835163e-04 +4.017491806591599597e-04 +3.417886305145562435e-04 +2.720980867603893689e-04 +1.908162344219800210e-04 +1.227520055799331421e-04 +5.449120250502748731e-05 +1.144097363036399359e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.126707641356715228e-04 +4.522718735664909748e-04 +4.527178789830313215e-04 +4.045676561752484593e-04 +3.402520158568364951e-04 +2.667441830213748764e-04 +1.835067059623848244e-04 +1.131965440873864104e-04 +4.377837532353646445e-05 +9.654254928985213162e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.260811058944848788e-04 +4.622604551976005694e-04 +4.599516378305693954e-04 +4.077696019372230394e-04 +3.392907839333285836e-04 +2.620318532116826466e-04 +1.769870307262074447e-04 +1.044934375748172046e-04 +3.176809508028617847e-05 +8.077814032520591429e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.396870284219788122e-04 +4.721285218021176720e-04 +4.669912077741312216e-04 +4.108160226459047284e-04 +3.383886369716845042e-04 +2.577413529394338883e-04 +1.710106929595459231e-04 +9.451338479614862032e-05 +2.511658520973600115e-07 +6.739369313900758207e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.624611629745073643e-04 +4.818694703073713391e-04 +4.733203346376727710e-04 +4.132856146509257490e-04 +3.372585235556172650e-04 +2.537144306023954732e-04 +1.656711151256880015e-04 +8.816714863115540917e-05 +2.462924033826241570e-07 +5.645191900684150382e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.366934821272842380e-04 +5.066523563552266995e-04 +4.789000615643714790e-04 +4.149759788437186892e-04 +3.358091108799602254e-04 +2.499291011862695669e-04 +1.609407446757266688e-04 +8.283770885898238318e-05 +2.429792345975246721e-07 +4.784492159541665586e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.822997398226601371e-04 +5.165727465711605513e-04 +4.830788881498924558e-04 +4.159420324339625080e-04 +3.341847497089365441e-04 +2.465327242386223519e-04 +1.569244134765300773e-04 +7.850490201156777982e-05 +2.409548582035786948e-07 +4.134150624261873270e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.988543874454669775e-04 +5.223452394076505108e-04 +4.861388008552340709e-04 +4.164486952889719399e-04 +3.326965288665756967e-04 +2.437777875845958551e-04 +1.537568446183425338e-04 +7.520426720139156726e-05 +2.398979148060568558e-07 +3.663617224207299661e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.092723913940003122e-04 +5.265328756339350633e-04 +4.883334415584664146e-04 +4.168203786674656939e-04 +3.316650281252079223e-04 +2.418866292349661825e-04 +1.515288881284865014e-04 +7.291835371243368712e-05 +2.394710687238799378e-07 +3.339449591553515868e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.152865989303305968e-04 +5.287164558216253833e-04 +4.898645925721879443e-04 +4.172941430392678418e-04 +3.312674102472682835e-04 +2.409268495205308292e-04 +1.502274884221475989e-04 +7.154807590202473706e-05 +2.393521196162201150e-07 +3.129649359418391739e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.158181986626525731e-04 +5.261187911983155295e-04 +4.907945584943390095e-04 +4.179473686498263790e-04 +3.314777287789473438e-04 +2.407777125427914687e-04 +1.497306166063460244e-04 +7.092767740344763290e-05 +2.392703804732849531e-07 +3.008009566318198026e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.167732224321104040e-04 +5.267092083633025112e-04 +4.915375771245136588e-04 +4.187153656723473336e-04 +3.321197095444314794e-04 +2.412065736775542398e-04 +1.498670797298243393e-04 +7.088657996996204180e-05 +2.390486550402162289e-07 +2.958269039897957495e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.187435839709540902e-04 +5.306894721294343848e-04 +4.920721874684556634e-04 +4.194457262760280941e-04 +3.329859817585110733e-04 +2.420066693273333720e-04 +1.505102187969745099e-04 +7.133104397366170596e-05 +2.386412831123328413e-07 +2.977334653882283623e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.166193455878892338e-04 +5.302706112487914946e-04 +4.919357118537991992e-04 +4.199764308461190004e-04 +3.339523837407974293e-04 +2.431146728007849232e-04 +1.516518950289613883e-04 +7.230208380894731729e-05 +2.381539668574296269e-07 +3.076613738908854785e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.113270101847079281e-04 +5.281707176384595149e-04 +4.910248754689174738e-04 +4.201956022918042644e-04 +3.350193964960279983e-04 +2.446371064820106233e-04 +1.534127882108708544e-04 +7.397551573683361977e-05 +2.378350446411505906e-07 +3.280815017592618206e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.998592009859769800e-04 +5.242316101934861279e-04 +4.890963153102234140e-04 +4.200200833486269982e-04 +3.362522838509944046e-04 +2.467682932580749075e-04 +1.559826078588096043e-04 +7.660100429773962114e-05 +2.380383299146904511e-07 +3.624284782429544286e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.571846895719218547e-04 +5.162287112752550347e-04 +4.858840609992389837e-04 +4.193387597710374276e-04 +3.376722366188509390e-04 +2.496587507789759224e-04 +1.595269558751209488e-04 +8.041080967805710176e-05 +2.391679290328081753e-07 +4.145636179670145217e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.758138734013622988e-04 +4.915619632026339229e-04 +4.809811544273743253e-04 +4.180047560704011969e-04 +3.392023843629123027e-04 +2.533310248687355745e-04 +1.641158657132240045e-04 +8.554324328814912504e-05 +2.416189493741995302e-07 +4.881710284442841928e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.525658689488504617e-04 +4.820080624236761156e-04 +4.749895133738834315e-04 +4.159293234904263897e-04 +3.407200889272810431e-04 +2.576951007129168526e-04 +1.697086500112696583e-04 +9.201231880083445827e-05 +2.457232158119320294e-07 +5.861694060541628499e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.379722024070214331e-04 +4.716872396231848864e-04 +4.678761036431447300e-04 +4.131823215277620996e-04 +3.421644950407850020e-04 +2.626315162060053362e-04 +1.761906129124938213e-04 +9.979292381812733894e-05 +2.517023800587797603e-07 +7.101800204244850197e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.229282692092006996e-04 +4.607237801750280019e-04 +4.601564345665892872e-04 +4.100503013309593362e-04 +3.436147764002423356e-04 +2.680720010030369590e-04 +1.834911590477806512e-04 +1.116223221369199049e-04 +3.859885043218447070e-05 +8.600814050724054855e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.083351950162474583e-04 +4.499380561162841328e-04 +4.525376788274843303e-04 +4.070050746159113199e-04 +3.454253323359173108e-04 +2.740315619168902351e-04 +1.913676714446953481e-04 +1.220183038521191753e-04 +5.262053181084681228e-05 +1.033638564672098265e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.951653159945180885e-04 +4.399275406660430282e-04 +4.457999539502912971e-04 +4.046060181860371033e-04 +3.476644518860381615e-04 +2.805920827361460860e-04 +1.999564466638689177e-04 +1.331054416775618817e-04 +6.498893260779762366e-05 +1.226354584509556888e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.832285151234722953e-04 +4.296522839699062771e-04 +4.406078915375100818e-04 +4.034011356576552030e-04 +3.507677095035666138e-04 +2.881385846499603465e-04 +2.181665575021176837e-04 +1.450126547391051635e-04 +7.807778349535223329e-05 +1.431605777519150596e-07 +2.166400450393355259e-08 +0.000000000000000000e+00 +4.734191789815284795e-04 +4.244258010215985820e-04 +4.377267804931574526e-04 +4.038173627331293944e-04 +3.549925252561593600e-04 +2.962708497959021118e-04 +2.302125010716285904e-04 +1.573098850139083304e-04 +9.180820427428729039e-05 +1.641111994703291393e-07 +4.854793074817453079e-08 +0.000000000000000000e+00 +4.708785024394860535e-04 +4.228856508570739254e-04 +4.382422572564000302e-04 +4.069666177450196676e-04 +3.613220425096692000e-04 +3.061285663123393288e-04 +2.433253590455233665e-04 +1.708015572563565581e-04 +1.094788091788010699e-04 +4.634712678374278090e-05 +7.515242833488826745e-08 +0.000000000000000000e+00 +4.856206538926154310e-04 +4.371159822121410666e-04 +4.548540684777786563e-04 +4.253560631626152186e-04 +3.814795831857717531e-04 +3.282575108900874896e-04 +2.674615398039312426e-04 +2.014565894578592092e-04 +1.323040857139943594e-04 +7.060094353690050169e-05 +1.444461360952476494e-07 +2.861617109457262272e-08 +4.867206058969521872e-04 +4.395842021419925686e-04 +4.583849537307267121e-04 +4.316475213236980872e-04 +3.916218184684103253e-04 +3.431636076931866321e-04 +2.877566570294669258e-04 +2.269977116510194404e-04 +1.573309105764920425e-04 +1.006508278930495868e-04 +4.397376728532682817e-05 +1.237916286508532096e-07 +4.303573194137801745e-04 +3.887354317776223070e-04 +4.074422884669092067e-04 +3.865325533219212458e-04 +3.563370217589650999e-04 +3.200152089381836946e-04 +2.784952071233739220e-04 +2.329209832653374634e-04 +1.844159157680373587e-04 +1.348695198834047983e-04 +8.523513244937002732e-05 +4.921677631124590937e-05 +5.057699405199025076e-04 +4.575321312203977438e-04 +4.823481414415180680e-04 +4.615546115463405106e-04 +4.299831613310866121e-04 +3.924123685016152590e-04 +3.497934741985706452e-04 +3.031580174585337913e-04 +2.536289644477925619e-04 +2.023966706875406660e-04 +1.517216216406287092e-04 +1.138256364755309594e-04 diff --git a/simpegPF/Dev/SimPEG_inv_l0l2.sus b/simpegPF/Dev/SimPEG_inv_l0l2.sus new file mode 100644 index 00000000..8d41b755 --- /dev/null +++ b/simpegPF/Dev/SimPEG_inv_l0l2.sus @@ -0,0 +1,14136 @@ +2.739768382143631253e-06 +2.678713321741949417e-06 +3.219250705112254783e-06 +3.597462276155699716e-06 +3.946779861149791590e-06 +4.278744386619338711e-06 +4.557551318335662224e-06 +4.752066394329236264e-06 +4.840879234692416772e-06 +4.816383019197072041e-06 +4.760231773332881965e-06 +5.079976940462083851e-06 +1.806992369816087843e-06 +1.831770546242235401e-06 +2.309224881229462283e-06 +2.681371348185945862e-06 +3.040662464140575874e-06 +3.364190307703357107e-06 +3.614308665976282390e-06 +3.764554693442158187e-06 +3.802119661435364820e-06 +3.728031997372542510e-06 +3.583154804650397011e-06 +3.645761953231085246e-06 +1.863867850832692160e-06 +1.894306231230983833e-06 +2.357499140101421751e-06 +2.699592097716742742e-06 +3.001558725549622182e-06 +3.237653894899843520e-06 +3.375291691807292845e-06 +3.398990083304777391e-06 +3.310051606200415062e-06 +3.123339609091049503e-06 +2.881347652770482671e-06 +2.754586664576506473e-06 +2.331773400817936015e-06 +2.291951647972700315e-06 +2.728732843672936806e-06 +2.974919010334777300e-06 +3.145190086765516835e-06 +3.225276702568698173e-06 +3.197021269884304112e-06 +3.062022984416719051e-06 +2.837315447020563154e-06 +2.548915566309529760e-06 +2.238591322242902064e-06 +2.015151552996519235e-06 +2.997256663084085071e-06 +2.838452263894780366e-06 +3.232477731795939681e-06 +3.338298147817450775e-06 +3.334021790811008028e-06 +3.227655831080950518e-06 +3.021266163589828381e-06 +2.734664880844817028e-06 +2.397203864833705876e-06 +2.039562382929243045e-06 +1.697016573269589512e-06 +1.431099987481977208e-06 +4.054339479038484984e-06 +3.712116222993181048e-06 +4.052208460860420851e-06 +3.963977159063482070e-06 +3.726179411949764451e-06 +3.386834873586136313e-06 +2.975328366876559566e-06 +2.530641402039408219e-06 +2.089941587948766129e-06 +1.680859101166644467e-06 +1.324895508559645067e-06 +1.037664325146476674e-06 +5.380719660190343292e-06 +4.765208536473757566e-06 +4.976010645140941893e-06 +4.587402407288236266e-06 +4.031073314165053484e-06 +3.408345299190249679e-06 +2.780183915589726220e-06 +2.197863224109167046e-06 +1.692633924911612357e-06 +1.274197588241139428e-06 +9.378351230586751132e-07 +7.355806952187179422e-07 +7.222874297581432380e-06 +6.192516099527137041e-06 +6.181346309301848413e-06 +5.353334882006005637e-06 +4.365412942347699716e-06 +3.393853404370499602e-06 +2.531219235690409787e-06 +1.826771151738227421e-06 +1.285585916166105247e-06 +8.817700977053260508e-07 +5.500572981192992263e-07 +4.580786500224499295e-07 +9.760203417483076616e-06 +8.102620682123002309e-06 +7.746983083624051785e-06 +6.296555132200972404e-06 +4.742104669620555589e-06 +3.355646280222396825e-06 +2.251132429269901263e-06 +1.448917718496730098e-06 +8.987920472255157765e-07 +3.384873157233087603e-07 +2.104809767566859873e-07 +0.000000000000000000e+00 +1.318897899989173512e-05 +1.059901912182691410e-05 +9.731646932447420294e-06 +7.429439588375316489e-06 +5.158096554860973202e-06 +3.297751047022433230e-06 +1.957215107707576527e-06 +1.087520873694233686e-06 +5.463009181444103392e-07 +1.558800309276125612e-08 +0.000000000000000000e+00 +1.884123402964470749e-06 +1.773460857655757657e-05 +1.377154669838191866e-05 +1.217579647175305376e-05 +8.751418709556596122e-06 +5.608841644469795241e-06 +3.227867941527624135e-06 +1.669423129981668832e-06 +7.591322839912654713e-07 +2.251378233488300124e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.393879134154669038e-05 +1.768221797965574663e-05 +1.508255590357019636e-05 +1.024518234568186616e-05 +6.088272909512963675e-06 +3.159419833617838994e-06 +1.396681845522217629e-06 +4.780815072391831163e-07 +0.000000000000000000e+00 +8.010139035024503828e-07 +5.685048377700946271e-08 +0.000000000000000000e+00 +3.136361065756624564e-05 +2.225626071134784016e-05 +1.839497531015021501e-05 +1.187758384497419276e-05 +6.603057856537963277e-06 +3.113332364592693086e-06 +1.187375276441507611e-06 +2.312073563363690203e-07 +1.418237360093426918e-06 +4.946942179699167704e-07 +0.000000000000000000e+00 +1.163885937208695055e-06 +3.973673823856538540e-05 +2.729756221448048252e-05 +2.198154639711476704e-05 +1.360471033039282714e-05 +7.157037871954385151e-06 +3.100734983281944415e-06 +1.018843154861111418e-06 +1.651435533858932614e-08 +1.189583909715380291e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.831606190332105445e-05 +3.244356889669841376e-05 +2.564139605529902426e-05 +1.537766567434368611e-05 +7.754732948869939402e-06 +3.095192754395721301e-06 +8.934740827527339375e-07 +0.000000000000000000e+00 +2.278481032302074279e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.342157267970658122e-07 +5.635333304274428264e-05 +3.779672438251237011e-05 +2.915699675390550456e-05 +1.714179564418592946e-05 +8.416628299012254315e-06 +3.199958008024525834e-06 +8.119883016395639113e-07 +0.000000000000000000e+00 +4.492328009007458996e-08 +0.000000000000000000e+00 +1.848294689938063212e-06 +5.611051261539842118e-07 +6.282505106372350350e-05 +4.195110509184832857e-05 +3.226834372617241300e-05 +1.882530639610415361e-05 +9.118870211378748763e-06 +3.356154936751594097e-06 +7.687760198583879441e-07 +2.037466072094446858e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.730737832671230646e-06 +0.000000000000000000e+00 +6.722553710367329882e-05 +4.505672832866224970e-05 +3.481766792920517890e-05 +2.033221294165161753e-05 +9.810696484028486877e-06 +3.540057145322632384e-06 +7.542836645696313032e-07 +1.986535795105895522e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.287167955960738822e-07 +6.999319136864807947e-05 +4.716439350999807620e-05 +3.669666108628606439e-05 +2.154663669900002448e-05 +1.040969000445932585e-05 +3.713946704201372490e-06 +7.546701340908169969e-07 +1.950630603175490147e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.603573985663863934e-06 +2.766128194658819865e-07 +7.144392206048907814e-05 +4.837430279639286647e-05 +3.785435017440960431e-05 +2.235608988707752170e-05 +1.082444079337268532e-05 +3.835032368221296904e-06 +7.555682537640629443e-07 +1.922425543980548655e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.597115699041288422e-06 +2.696249260531850699e-07 +7.162143699838581230e-05 +4.874889452999787347e-05 +3.825670634766309999e-05 +2.268196657315543947e-05 +1.098938176675939924e-05 +3.873343973893696832e-06 +7.477636949205978380e-07 +1.898431169811095661e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.629289171741851794e-06 +3.080502849689286449e-07 +7.059634840380003178e-05 +4.825265892886394456e-05 +3.787528743554070685e-05 +2.250084285547496009e-05 +1.089168784286215756e-05 +3.826444825170630324e-06 +7.319795486852467646e-07 +1.879071416329735532e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.910999912576044462e-07 +6.806578033771986270e-05 +4.676205654432457183e-05 +3.669364974649812346e-05 +2.184632340170872012e-05 +1.057425849494178303e-05 +3.721113851766338441e-06 +7.194580220465001333e-07 +2.896917413754505942e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.372719218700380068e-05 +4.412064439729265145e-05 +3.472836402809051202e-05 +2.079493126358459605e-05 +1.011549689156499026e-05 +3.601808846793921526e-06 +7.282740398664199792e-07 +7.234682866994875615e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.948208037340340034e-06 +6.816679458964117376e-07 +5.753939953951562724e-05 +3.995146253668477944e-05 +3.206070573733295456e-05 +1.944498654489875750e-05 +9.599824422446369261e-06 +3.516821100404003622e-06 +7.785816988011258191e-07 +0.000000000000000000e+00 +5.795493524138649601e-07 +0.000000000000000000e+00 +2.119615266560125210e-06 +8.806139135139873765e-07 +5.025710851351480055e-05 +3.556291133208063719e-05 +2.889671784739396336e-05 +1.789799680711304624e-05 +9.102613295277315564e-06 +3.574712265032663466e-06 +8.902750144199926783e-07 +0.000000000000000000e+00 +7.386596258400991234e-07 +0.000000000000000000e+00 +2.314621806400163295e-06 +0.000000000000000000e+00 +4.241002678499843613e-05 +3.069086894110154679e-05 +2.542722069020796578e-05 +1.624381389640456393e-05 +8.637601237386571690e-06 +3.664177404676070555e-06 +1.078567481261458342e-06 +0.000000000000000000e+00 +2.147895888317964438e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.350805451755331492e-06 +3.461430192731043486e-05 +2.571352131703306954e-05 +2.187866980144999079e-05 +1.455928258015958313e-05 +8.217923378565027319e-06 +3.840308091526668270e-06 +1.367953966078341605e-06 +1.864999318575724164e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.603058474703773080e-06 +2.727272461815954876e-05 +2.097406731797926113e-05 +1.846211271962206512e-05 +1.291052869641510481e-05 +7.834383693984638467e-06 +4.077708693851159719e-06 +1.748700401658544354e-06 +5.110597683909490400e-07 +0.000000000000000000e+00 +4.193470459356389377e-06 +5.182553204779545403e-07 +0.000000000000000000e+00 +2.131448334620529724e-05 +1.678130142716001378e-05 +1.535158430789405052e-05 +1.135564392012928966e-05 +7.457852149412170627e-06 +4.344797326909022348e-06 +2.204921349893836702e-06 +9.221182766411844006e-07 +2.092091854449735257e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.088683989970990558e-06 +1.645188956273521954e-05 +1.327322882275070156e-05 +1.266500674715961392e-05 +9.945492187319147231e-06 +7.082168700085398812e-06 +4.596836315743691004e-06 +2.701184305403714323e-06 +1.415552593424872496e-06 +6.182389262460584432e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.268181150280539606e-05 +1.049702628033459419e-05 +1.045392061233284308e-05 +8.717713323145292122e-06 +6.710884168827857546e-06 +4.806242777980176671e-06 +3.194303943325941314e-06 +1.963043401249731448e-06 +1.100461641342099633e-06 +5.268006793949589765e-07 +1.931350593583367764e-07 +6.166241492337783283e-08 +9.887012453862992445e-06 +8.393815559266034633e-06 +8.716863868537807621e-06 +7.692988697780683003e-06 +6.358032275642035963e-06 +4.960424513836811229e-06 +3.646554284965255587e-06 +2.523057578826071096e-06 +1.638381671670000054e-06 +9.855872802667236403e-07 +4.234843073805117481e-07 +3.382243356230835465e-07 +8.960851867435499485e-06 +8.207564132899820784e-06 +7.424121677455957370e-06 +6.895973614811317719e-06 +6.061041815381139239e-06 +5.079371923980070405e-06 +4.048332146535254721e-06 +3.064958363151353917e-06 +2.202138815512703472e-06 +1.496638585827589613e-06 +9.508027943010153274e-07 +4.743705228531462682e-07 +7.362971290819514007e-06 +7.738707940560912544e-06 +7.940901050037146484e-06 +6.463512801686965944e-06 +6.016636122870326859e-06 +5.383490460922107080e-06 +4.618454116284313294e-06 +3.795457352534903639e-06 +2.989890865836901753e-06 +2.260892732534214497e-06 +1.647667734993423291e-06 +1.141788215170375323e-06 +6.362422815993786196e-06 +6.094358758545585932e-06 +7.503430914385463661e-06 +5.777460350296615386e-06 +5.691162088428012887e-06 +5.432377778274420394e-06 +5.007825593552023784e-06 +4.452005483758210094e-06 +3.818770446558917567e-06 +3.166318882267268714e-06 +2.558208278098159349e-06 +2.055805962604735891e-06 +5.585914196623848656e-06 +5.509232241182622927e-06 +7.287408041195239975e-06 +4.649460197179890790e-06 +4.806246446756285185e-06 +4.857033087672974980e-06 +4.778551019462926126e-06 +4.566713979214970010e-06 +4.237520660175748816e-06 +3.820969694938047376e-06 +3.369165105997570413e-06 +3.048870414023359663e-06 +7.159312827130306967e-06 +7.254091406641097307e-06 +5.636145918377016102e-06 +5.886542452825937310e-06 +6.003228568387459813e-06 +6.036413252043653250e-06 +5.962866055999657604e-06 +5.769804348701512164e-06 +5.460423413622062235e-06 +5.053040159415900202e-06 +4.622167282744478523e-06 +4.451888123910992303e-06 +2.076597235637402433e-06 +2.430885836869904704e-06 +1.007647889957368589e-06 +1.524416237813120391e-06 +2.082900126756637833e-06 +2.642989843340755893e-06 +3.155048120638538681e-06 +3.576235651723940849e-06 +3.874955514946044690e-06 +4.034130632397485665e-06 +4.085337678757030794e-06 +4.383628461175033067e-06 +2.060563323248039047e-06 +2.403024002837403181e-06 +2.591250443343442199e-06 +9.195782856826642505e-07 +1.622012838603405177e-06 +2.278062809171304715e-06 +2.830456340959002510e-06 +3.240165177253786010e-06 +3.487858801078813918e-06 +3.572818881054680322e-06 +3.523719759379813838e-06 +3.557680915884276306e-06 +1.744999662921688803e-06 +2.124912283822888654e-06 +2.454629838936073685e-06 +9.307072131358225295e-07 +1.695066976600550740e-06 +2.352583713183086842e-06 +2.848043223162452736e-06 +3.156208707133523189e-06 +3.277900686939779393e-06 +3.233627468753815653e-06 +2.844855481726834569e-06 +2.842214668607536000e-06 +1.523531861225249949e-06 +1.918736411353504957e-06 +2.313839065969419383e-06 +1.126041093415027282e-06 +1.820229503123771774e-06 +2.363053345146718744e-06 +2.714169533017886488e-06 +2.869469060008020777e-06 +2.850887667909229241e-06 +2.527703300704929686e-06 +2.527172100347305252e-06 +2.442990132732127359e-06 +1.453633284756673989e-06 +1.822774284076765787e-06 +2.217120378310346451e-06 +1.332454913193595076e-06 +1.881279426068312364e-06 +2.258504818989298869e-06 +2.444988547502021554e-06 +2.457324287462897865e-06 +2.332697103414681811e-06 +2.196441784797483855e-06 +2.184445696545618345e-06 +2.088023442030342703e-06 +1.946405395953016139e-06 +2.282691004579927622e-06 +2.620771550632758062e-06 +1.608575607633406441e-06 +2.002463472852828711e-06 +2.212507409368176504e-06 +2.246260390701788486e-06 +2.140762905560226231e-06 +1.790173320560831547e-06 +1.829967457334449537e-06 +1.816665662147154254e-06 +1.717467641655559778e-06 +2.711962421525175237e-06 +2.931297682700164693e-06 +1.588064843267070480e-06 +1.879308938214060866e-06 +2.017571170476457928e-06 +2.007025036783393018e-06 +1.881174850298436303e-06 +1.683665854779867982e-06 +1.390047586948908208e-06 +1.413639262193266258e-06 +1.368746896957248227e-06 +1.255416685538267779e-06 +2.277665998093959169e-06 +2.149025309749252626e-06 +2.292119899369074190e-06 +2.172000572959642249e-06 +1.951218372694241116e-06 +1.686230203204367902e-06 +1.416987242593529789e-06 +9.024204588276566688e-07 +9.237489518588252900e-07 +8.646417707433503511e-07 +7.424597936754988585e-07 +6.125314610013312700e-07 +4.371135981199600280e-06 +3.629302879784139151e-06 +3.234700280253298305e-06 +2.495360439098209688e-06 +1.813207928270010621e-06 +1.284150727497955011e-06 +9.024570504755617663e-07 +4.132825367500014519e-07 +2.830376641179186017e-07 +1.454007117864865590e-07 +2.963003129810635165e-08 +0.000000000000000000e+00 +7.492123778086675488e-06 +5.715545502886328340e-06 +4.476869068383573252e-06 +2.861984534454598233e-06 +1.628178730558890613e-06 +8.491539277693184235e-07 +3.765900224962394796e-07 +0.000000000000000000e+00 +3.597912781882912401e-06 +6.846354354905832508e-07 +9.270818504390614354e-07 +0.000000000000000000e+00 +1.229887895782295763e-05 +8.595795853796332124e-06 +6.071816392747595725e-06 +3.273989376576775985e-06 +1.425174252093163157e-06 +4.235813282165117708e-07 +3.628144258922652948e-06 +2.609161018388662536e-08 +2.604093459342053366e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.535443290524362289e-05 +1.286517790528688316e-05 +8.029547142681107730e-06 +3.709650442355672354e-06 +1.222027925623381397e-06 +1.966933373009763277e-08 +1.744605146623624431e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.239418989307091903e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.228446807319151786e-05 +1.815941056164732187e-05 +1.026562732963463599e-05 +4.138098408827029813e-06 +1.048026358320952714e-06 +2.925687152700551920e-06 +2.798328265509505879e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.799168245831934918e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.273766923634795827e-05 +2.457129629819965883e-05 +1.264239939083197776e-05 +4.550854574616297453e-06 +9.083778553237505902e-07 +1.308868578693331007e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.014903435186768055e-06 +3.503631026802917569e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.610478915979958843e-05 +3.164584747768344088e-05 +1.502846715267453261e-05 +5.004258512509139594e-06 +8.325078080521990647e-07 +1.109225180306059658e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.684460114279448954e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.050234081741287608e-04 +5.119267757557134147e-05 +1.776600266992291277e-05 +5.611457558832227624e-06 +8.574320496863545462e-07 +9.962254930493381111e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.417691217090574297e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.363276548360653343e-04 +5.907749072853088045e-05 +2.009697265431948149e-05 +6.460742007345216168e-06 +1.005026998265570461e-06 +9.843020668928986394e-07 +0.000000000000000000e+00 +3.543446672447431318e-06 +1.220084132463417877e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.217221108096480490e-04 +6.209754610360711735e-05 +2.219896301740809325e-05 +7.538565515840780648e-06 +1.269889700573966911e-06 +1.051720592666523212e-06 +0.000000000000000000e+00 +3.469362806079179952e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.195386001053327560e-04 +6.324862006918205047e-05 +2.396001258329978333e-05 +8.651968740646187061e-06 +1.588074401309807471e-06 +1.145387130046099113e-06 +0.000000000000000000e+00 +3.435397743183831702e-06 +1.022642753894877747e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.224259105589681586e-04 +6.374430284342390014e-05 +2.521128180549862404e-05 +9.481886172588824307e-06 +1.832536761675417799e-06 +1.204067053980090453e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.012030954870337851e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.181799921721948338e-04 +6.391773801357488567e-05 +2.582518824317015061e-05 +9.765101574563442820e-06 +1.883328425524689392e-06 +1.185691987151283452e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.056152267502550692e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.171630753771568846e-04 +6.375804810298713759e-05 +2.573257712343643292e-05 +9.451812318690247018e-06 +1.720436876509184978e-06 +1.085820839114233554e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.164044083602388722e-04 +6.238002559849770959e-05 +2.489295686846718374e-05 +8.698601722058558065e-06 +1.429122622325315825e-06 +9.364305904430048466e-07 +0.000000000000000000e+00 +3.597621470703000324e-06 +1.322463237358569787e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.084049505374108815e-04 +5.745462323256429337e-05 +2.326209037719994779e-05 +7.751200201024318096e-06 +1.127997245336792265e-06 +7.964536845490489116e-07 +0.000000000000000000e+00 +3.746155474168968960e-06 +1.557641861258730070e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.731873184561085207e-05 +4.035708355242270489e-05 +2.058925948337557785e-05 +6.835093915286370036e-06 +9.133879935598444948e-07 +7.341295003271113751e-07 +0.000000000000000000e+00 +3.960637865425274344e-06 +1.865664024679153271e-06 +2.014682096287047043e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.585049611764174704e-05 +3.410474842799539775e-05 +1.802018005590507507e-05 +6.106825901744773582e-06 +8.520282859548135085e-07 +2.189789634274696668e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.731348393054906047e-05 +2.719843396153836162e-05 +1.525193643134912681e-05 +5.598075473474624848e-06 +9.792083064563192415e-07 +9.548930861294017202e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.665545948570453352e-06 +1.098522160063147014e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.946717402201032330e-05 +2.031384405304165268e-05 +1.246783113818455616e-05 +5.254784273221234084e-06 +1.302498179085568415e-06 +0.000000000000000000e+00 +9.938516580069023670e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.591851968571405669e-06 +3.399098853176039346e-07 +0.000000000000000000e+00 +2.022857828202678356e-05 +1.385418625676037763e-05 +9.827064464354181062e-06 +4.973325122786607058e-06 +1.804567744911421150e-06 +2.463184415443231787e-07 +0.000000000000000000e+00 +1.578934305646354818e-06 +3.548459153947478717e-06 +2.076600842465093122e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.216856241998524416e-05 +9.228043038625074787e-06 +7.492755921145312050e-06 +4.643149757831535244e-06 +2.356909966671621935e-06 +9.331006187698220057e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.936844133336390715e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.091067769487363499e-07 +8.423959090259018211e-06 +8.761049174896784624e-06 +5.563277243120021487e-06 +4.232559303179954906e-06 +2.828679091440858818e-06 +1.683730874316405184e-06 +8.873720790336962498e-07 +1.969514740459762338e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.670581698734899196e-06 +5.430737617023402595e-06 +6.711877169815219806e-06 +3.769035114638328625e-06 +3.131705029475367115e-06 +2.368596208201034670e-06 +1.653078808587646995e-06 +8.118490560784464449e-07 +7.084463180604809634e-07 +5.465305589644396251e-07 +2.850797203666174051e-07 +0.000000000000000000e+00 +3.986118385902553343e-06 +4.116526943431301876e-06 +4.507608754919866810e-06 +3.308463927956262794e-06 +3.251177681774804468e-06 +2.887895822813898081e-06 +2.353679479621414928e-06 +1.784245639818480170e-06 +1.280195787186566318e-06 +1.168649567686363546e-06 +1.022744337666361846e-06 +8.009758576713263609e-07 +2.952126009957529117e-06 +3.243422363688779728e-06 +3.785349801518444850e-06 +2.899849571360612944e-06 +3.232521188517914654e-06 +3.215525040281397211e-06 +2.911353278919255118e-06 +2.438408077388447822e-06 +1.835936400524453345e-06 +1.662186645446172159e-06 +1.514368026702770438e-06 +1.310620897732984504e-06 +2.649823542648330537e-06 +3.039175321752312007e-06 +3.634829947148253441e-06 +5.427833888519072002e-06 +3.257194118255296545e-06 +3.574948758489088167e-06 +3.549744163058816149e-06 +3.255717294585091678e-06 +2.799494223056076919e-06 +2.202866610530477587e-06 +1.970260198873460632e-06 +1.674082962274636474e-06 +2.642187104926215811e-06 +3.037965207027767503e-06 +3.573111279350794545e-06 +4.125957065229441290e-06 +3.073012868603173579e-06 +3.657497951238539731e-06 +3.928088142896004264e-06 +3.898295580406990934e-06 +3.630966981341383522e-06 +3.209801940561988578e-06 +2.587594580932703384e-06 +2.260412207790181699e-06 +3.054433112529171315e-06 +3.354305014254549907e-06 +3.705615596343286330e-06 +4.126798295686357875e-06 +2.639267518175740270e-06 +3.277779041462724651e-06 +3.714766848349674270e-06 +3.923312522435905694e-06 +3.913084010267197475e-06 +3.720355720671721144e-06 +3.402188579669294075e-06 +2.864378436153024729e-06 +3.651282849217996662e-06 +3.841504728604802468e-06 +4.068039494444756845e-06 +6.004330205772100636e-06 +3.280162640515330987e-06 +3.770976947884395040e-06 +4.143470810902721980e-06 +4.361491844283919660e-06 +4.411048827841554314e-06 +4.300438231479555143e-06 +4.075133295493335207e-06 +3.972211619889429237e-06 +1.362899860538519649e-06 +1.701663286428741357e-06 +1.831311118095182824e-06 +7.651670784514895285e-07 +1.468097783428641951e-06 +2.178272066403760343e-06 +2.836305372453842647e-06 +3.387783644463059733e-06 +3.790821615883096581e-06 +4.021367502969785181e-06 +4.106718877798562942e-06 +4.384152632787598768e-06 +1.075412139438603609e-06 +1.494132487807656101e-06 +1.892037176280801606e-06 +2.433832330367105414e-06 +1.282154399476619986e-06 +2.182087934976851649e-06 +2.934309590403129519e-06 +3.493935700812303779e-06 +3.838041302592832047e-06 +3.966203289957559523e-06 +3.789140799686237871e-06 +3.952927567572006043e-06 +4.373478414567511203e-07 +1.068877825696783462e-06 +1.796462023583755692e-06 +2.566885819654124852e-06 +1.657167213605923070e-06 +2.632782559841983320e-06 +3.352534961509604416e-06 +3.798863463463842316e-06 +3.738761075574062641e-06 +3.942206344117209309e-06 +3.969701018543320355e-06 +4.076941864193643712e-06 +4.728048489441289250e-09 +8.178859038096732236e-07 +1.756834440225465614e-06 +8.619620633458823997e-07 +2.030960663030516737e-06 +2.901181683831834641e-06 +3.455037629794561773e-06 +3.487703291993025696e-06 +3.767619278954533696e-06 +3.835877016130610405e-06 +3.826141264181752373e-06 +3.684596523745245884e-06 +0.000000000000000000e+00 +7.539689859606471093e-07 +1.737442033610399671e-06 +1.169680094376334620e-06 +2.182443015036131386e-06 +2.859993201794173373e-06 +2.958430416911934864e-06 +3.329547722305656234e-06 +3.480952332071844158e-06 +3.463817056463251866e-06 +3.356358385486876110e-06 +3.124631817978737063e-06 +2.247324390297346495e-07 +1.173425417691841309e-06 +2.150228182192366821e-06 +1.416951670408303724e-06 +2.296496395193960065e-06 +2.795009555233213117e-06 +2.692380553745637935e-06 +2.931410114833109055e-06 +3.005245858260699540e-06 +2.963192312912890522e-06 +2.808323001016140395e-06 +2.538402294510347279e-06 +9.325789635776248015e-07 +1.774356998695003216e-06 +2.563214325273971172e-06 +1.515388735854149119e-06 +2.138861202518802223e-06 +1.852452148468676145e-06 +2.154058476865354254e-06 +2.316474580530031165e-06 +2.370405973332166258e-06 +2.337798267379644451e-06 +2.224685893006224874e-06 +1.987346119474677391e-06 +2.090497813622459254e-06 +2.573200986428039805e-06 +2.928339274177874314e-06 +1.398067621206765796e-06 +1.679163863004584824e-06 +1.228533974414103786e-06 +1.442835288824119516e-06 +1.559200150088321979e-06 +1.577852388036945503e-06 +1.510986828984716976e-06 +1.390351326175259268e-06 +1.254875011226302566e-06 +3.765679006039320621e-06 +3.590781600285573509e-06 +1.188491764225337991e-06 +1.077568416232083697e-06 +9.862827571876872645e-07 +4.884843743309169544e-07 +5.577183208321836534e-07 +5.522112289350436415e-07 +5.523970386054117685e-07 +5.239369145939901599e-07 +4.649058563232386264e-07 +3.764796002876229794e-07 +5.460265114753430223e-06 +3.006334669923259345e-06 +1.635294363367485481e-06 +6.836090383569372183e-07 +2.171858489045634527e-07 +3.889053784008362566e-06 +0.000000000000000000e+00 +1.354202011608535447e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.356228322024665626e-05 +5.607236296674771671e-06 +2.302451816288693919e-06 +3.474823086708945567e-07 +1.456271902685727878e-06 +4.642457649224812731e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.619750819604411679e-05 +1.347714248140492616e-05 +3.211833770290303389e-06 +7.244009171819186670e-06 +9.047313271830753968e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.488486136784404549e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.479209459906403034e-05 +2.433592346106391762e-05 +4.063372459926117100e-06 +2.575402582832887698e-06 +3.085296558642054714e-07 +0.000000000000000000e+00 +2.991076234275584304e-06 +8.808622756484436987e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.367730190370966203e-05 +4.632054476394840716e-06 +2.404793642687952807e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.385765073902848954e-06 +1.923651828924372095e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.878678396394749504e-05 +7.235817228656226893e-05 +4.879991791203870080e-06 +2.173602815523569252e-06 +0.000000000000000000e+00 +5.079853296486541913e-06 +1.917836240636542552e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.029278855037055905e-05 +6.472320079614264427e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.972587567292371999e-06 +1.609186228708857098e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.192672325492254368e-05 +3.399228095180036041e-05 +8.380512383010831203e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.010193051024538759e-06 +1.450046088991653223e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.893461286083135559e-05 +1.186799874388829183e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.133960509339343523e-06 +1.401953804733625200e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.369433455721345337e-05 +1.608041527812400389e-05 +6.179817238229477065e-07 +0.000000000000000000e+00 +5.262347938463749308e-06 +1.411208877873844556e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.926467225821777590e-05 +1.406883008544961743e-06 +1.381963652188890393e-07 +5.321945626679207710e-06 +1.430093310891778474e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.020590305732770215e-05 +1.614069605866640804e-06 +1.518627356189744146e-07 +2.885858007724426204e-08 +1.437225059200273247e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.902366851563675268e-05 +1.163921632758342139e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.447598997354951678e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.653657090481952524e-05 +4.357565770098076917e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.508553815014927381e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.314461601445229121e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.684026875038847544e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.729980226559501772e-05 +7.738438305350859333e-05 +7.978885356658175717e-06 +2.076220898068492693e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.032288941731282525e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.452132944865183947e-05 +6.264089509837922092e-06 +1.725305456391572866e-06 +0.000000000000000000e+00 +5.366068443971762093e-06 +2.581765999633059304e-06 +5.057725619616492976e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.604612573036032727e-05 +5.300857740870661727e-06 +3.582555010497230651e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.299166847836807251e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.482325197285984148e-04 +2.346769608687545788e-05 +4.847237542681817440e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.150990967869032612e-06 +2.170306768055613839e-06 +5.993003939998319429e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.304857684874649749e-05 +9.409632723378069652e-06 +4.344701936600745752e-06 +7.604650406998302545e-07 +0.000000000000000000e+00 +7.327668604999106054e-06 +4.987059423631222453e-06 +3.033325686195002270e-06 +1.438358550903979453e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.498739785639403414e-06 +6.744568688219620080e-06 +3.644361650271447174e-06 +1.887345626774010063e-06 +6.510431108087302138e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.862534675901093524e-06 +4.334323403642134439e-06 +2.747028625093277905e-06 +2.654619347149472460e-06 +2.024356000869526859e-06 +7.810000685234962729e-07 +6.601116824256284044e-07 +4.363358566312794719e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.767979636381963244e-06 +2.821523747549144022e-06 +3.841709874312246018e-06 +2.893654742145287191e-06 +3.036340218727702562e-06 +2.016197940303422879e-06 +1.827390379619890268e-06 +1.648858065556217345e-06 +1.444236762857955464e-06 +1.162725049873440916e-06 +0.000000000000000000e+00 +5.197113235667893119e-07 +6.134733138794472048e-07 +1.849993280556510861e-06 +3.172069433444982892e-06 +2.732744886027160204e-06 +3.500672998574319561e-06 +3.526978689151021690e-06 +2.905363672642527956e-06 +2.656701118130128764e-06 +2.380511821822520146e-06 +2.119623091080208104e-06 +1.807555983392672994e-06 +1.471281256518070742e-06 +7.814388324688331674e-06 +1.235471542190415726e-06 +2.589760429717066003e-06 +2.371770954109398310e-06 +3.514848489057300326e-06 +3.967284757029468896e-06 +3.678923518072753798e-06 +3.528144137714973799e-06 +3.202023276777116042e-06 +2.844356286922846487e-06 +2.391612920905487079e-06 +2.004630320962597167e-06 +0.000000000000000000e+00 +1.129840657007203762e-06 +2.467965668599865238e-06 +1.951004834239301206e-06 +3.412918533747339886e-06 +4.274128042436682915e-06 +4.524330592530231658e-06 +4.204421003924772774e-06 +3.963866164485892766e-06 +3.568672953792913323e-06 +3.076203556689352747e-06 +2.482237774103764656e-06 +4.624063119221711040e-07 +1.318613841025881393e-06 +2.388315026000318217e-06 +3.463911256301786142e-06 +2.886452483510312704e-06 +4.003037811862150458e-06 +4.622576354725648885e-06 +4.761332289399294903e-06 +4.428691208476156105e-06 +4.176543560193361732e-06 +3.791492537987659438e-06 +3.328157691820454013e-06 +1.413499209064357233e-06 +1.928001423533232419e-06 +2.555381924225816649e-06 +3.276342377794850809e-06 +2.145764303975931520e-06 +3.164237709773972138e-06 +3.893943262036508517e-06 +4.297134457313526559e-06 +4.386423240603780828e-06 +4.040088874690966868e-06 +3.899267539664256970e-06 +3.694750520705006963e-06 +2.384918536409061572e-06 +2.659556280083869952e-06 +2.948405963359101037e-06 +4.949844315210706593e-06 +2.392026992050591802e-06 +3.136052016252985800e-06 +3.742743687287473185e-06 +4.156189461843321149e-06 +4.350594633097431467e-06 +4.331334019008566244e-06 +4.147286331677780253e-06 +4.047418826056568134e-06 +7.893974886509522393e-07 +1.115683267141682924e-06 +1.305306515156472864e-06 +2.798674219984869942e-06 +1.216548553251819047e-06 +2.007146893510653270e-06 +2.745482655309478403e-06 +3.367097955388523651e-06 +3.819914263068223650e-06 +4.073306307458927256e-06 +4.155615574447071219e-06 +4.449754396215524466e-06 +2.881719344711753052e-07 +7.815820969067923073e-07 +1.343475020952112835e-06 +2.013180267032145053e-06 +1.262515734194755627e-06 +2.291118007490753699e-06 +3.151039642892602899e-06 +3.790637346124242285e-06 +4.178148257035906466e-06 +4.327073187514348767e-06 +4.485638960394690000e-06 +4.898526045409730288e-06 +0.000000000000000000e+00 +2.480770265691632531e-07 +1.376685568049416793e-06 +2.432161174358275626e-06 +2.031878666539794919e-06 +3.180863251631804102e-06 +3.582590003679258231e-06 +4.423262209891766547e-06 +4.918721800538317714e-06 +5.139984970010792287e-06 +5.803003358039257298e-06 +7.338063495090746370e-06 +7.376656482021581060e-06 +2.688088322701426640e-08 +1.632860771735390791e-06 +1.378627863154514037e-06 +2.276564991225381595e-06 +3.459283575208213710e-06 +4.419496286644612477e-06 +5.041601971277687672e-06 +5.339705718656721247e-06 +5.791517129450235423e-06 +7.421875910857072091e-06 +7.877291963128889315e-06 +0.000000000000000000e+00 +1.305473060264817796e-07 +1.939670620136106736e-06 +1.999597954201295131e-06 +2.899487875164331273e-06 +3.925953535548118287e-06 +4.667822434214734154e-06 +5.077586716398573027e-06 +5.408944521030403435e-06 +5.456996880365794698e-06 +6.719148767783771601e-06 +6.427421979459949767e-06 +0.000000000000000000e+00 +6.182556706273725232e-07 +2.580698262559442355e-06 +2.017799771425941627e-06 +3.108521632530689947e-06 +3.924831652759999608e-06 +4.436408587804540178e-06 +4.645925561566102330e-06 +4.787145352210367047e-06 +4.613862706569686427e-06 +5.053341054778601603e-06 +4.468613674539673625e-06 +2.338290629284075701e-07 +1.247038244828897665e-06 +3.037371596964158346e-06 +1.972714310291265624e-06 +2.782964674665879964e-06 +3.335508825552987379e-06 +3.636735874081153546e-06 +3.723765904013719197e-06 +3.673783878892186207e-06 +3.458606278679017950e-06 +3.169941942540719389e-06 +2.650692163585761332e-06 +1.464751944733841706e-07 +1.917770899681942075e-06 +9.401659527307735069e-07 +2.047618366734675314e-06 +1.830861462385357938e-06 +2.227063655964923213e-06 +2.478318126621640396e-06 +2.593582285955808116e-06 +2.581842533677274012e-06 +2.489797973770366751e-06 +2.310656699594162599e-06 +2.082953778880628015e-06 +2.093079536203591367e-06 +2.466022120815517779e-06 +1.751106146281603208e-06 +8.018760254419649154e-07 +5.381965480741378953e-07 +8.978945447980153834e-07 +1.137767305386768605e-06 +1.257933995598667669e-06 +1.302077095329018957e-06 +1.285333909581760308e-06 +1.205983930084630363e-06 +1.075544524592771504e-06 +6.518544523418929974e-06 +2.924205073436356195e-06 +1.968340342065525918e-06 +8.057490483475500190e-07 +7.535286985742990402e-06 +1.363168734462779214e-07 +3.114493011181327045e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.849170133854386027e-05 +2.702157898079684726e-06 +1.887211398897619831e-06 +5.994522208880139272e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.971080376825321408e-06 +4.106710236242806621e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.169787324150608191e-05 +7.182505642823473764e-06 +2.273959346228435758e-06 +0.000000000000000000e+00 +5.349050036433769572e-06 +2.704465574322880021e-06 +7.518303877380360633e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.432444938103168655e-05 +1.678531183621351773e-05 +2.598758875023419197e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.463843059940582445e-05 +2.085308855443747649e-06 +0.000000000000000000e+00 +3.525308904851594698e-06 +5.254627752101797407e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.814707944755416436e-05 +1.146799617826242906e-06 +0.000000000000000000e+00 +3.063032476296363072e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.713756630179278571e-04 +3.274737445980150817e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.682234831594076703e-04 +3.411929339000876972e-05 +1.282996798932787270e-06 +0.000000000000000000e+00 +3.313740734182822203e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.281912539318002992e-05 +3.519255676096021585e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.850304073337574034e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.557654187110088279e-04 +3.806440938491567469e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.797458991957370307e-05 +5.265688837440044939e-06 +2.351629354282994589e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.471340166125405354e-05 +6.062346310167502486e-06 +6.410602377893073976e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.962992308553337367e-05 +0.000000000000000000e+00 +3.669070038436944590e-06 +0.000000000000000000e+00 +3.989204521562592139e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.948838785781097037e-05 +7.491802690309871645e-05 +1.141641093377956363e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.594960607605102201e-06 +0.000000000000000000e+00 +2.892124214147215781e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.052547351572360965e-04 +0.000000000000000000e+00 +2.858954034635328904e-07 +7.788162649466065228e-06 +2.768817583415861844e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.280788844593323554e-05 +2.736824806326130409e-05 +0.000000000000000000e+00 +7.573583883525582127e-06 +3.247898768924501777e-06 +5.832598364202855561e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.006355396746466115e-05 +3.871699063535953549e-07 +8.200984519359902797e-06 +4.384085103622525960e-06 +0.000000000000000000e+00 +5.553263829445723531e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.532445438543728034e-04 +1.341280432160320651e-05 +9.192172507617610008e-07 +0.000000000000000000e+00 +5.985841409977058546e-06 +3.416228596637482477e-06 +1.471228447939535884e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.908706728102683394e-05 +7.146677542128686928e-06 +5.296253180394551337e-07 +1.088315497518383673e-05 +7.671400155150524290e-06 +0.000000000000000000e+00 +2.894379485949926479e-06 +1.225733055280171099e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.584338137769757670e-06 +4.939130104338650340e-06 +2.346876474545936799e-06 +1.119722021326749097e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.003740028151472695e-06 +2.895744157004909886e-06 +2.829254279004305909e-06 +3.465923682123856405e-06 +1.952088224687155447e-06 +1.652411595293637815e-06 +1.464844116974661206e-06 +1.203283700651898937e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.488325808652082443e-06 +1.715342384019227779e-06 +2.452127646523189711e-06 +4.434813958310770779e-06 +3.989762778260178642e-06 +3.812319768399319323e-06 +3.321239482085999606e-06 +2.850495918402227019e-06 +2.369117134477869315e-06 +2.007798858927246497e-06 +1.559340700507651075e-06 +1.224238510535633782e-06 +4.162142710689138868e-06 +8.991866320306385635e-07 +1.769525318853893173e-06 +3.468107961309094458e-06 +4.822350507484438384e-06 +5.286333821615135946e-06 +5.008806363515017749e-06 +4.385813908281506799e-06 +3.634107290291343379e-06 +2.897035492939047366e-06 +1.250254420419875034e-06 +3.257630073079965080e-07 +3.946685229835794028e-06 +3.036525704076648356e-07 +2.839762121525152410e-06 +2.997604120329280264e-06 +4.704849981250789704e-06 +5.763750510966411259e-06 +5.980817615979986237e-06 +5.588839041750131767e-06 +4.946633696578462138e-06 +4.030519199150039679e-06 +1.537970974603346531e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.197916557835275053e-08 +2.351458270193196660e-06 +2.706358961722700090e-06 +4.638019878530959854e-06 +5.438901873938881861e-06 +6.221841263647807994e-06 +6.243951243156109138e-06 +5.794303210287138394e-06 +5.185427653642390404e-06 +3.151054753649721571e-06 +7.356805255638672713e-07 +0.000000000000000000e+00 +2.074552715338838914e-07 +1.860712640039685331e-06 +1.510613111217711616e-06 +3.450807706089543093e-06 +4.866532846172268551e-06 +5.397743265354614298e-06 +5.964638594324717341e-06 +5.941816544497040940e-06 +5.572291973223564599e-06 +5.192623394824620458e-06 +3.673940310835166434e-06 +2.962009083032549776e-07 +9.627927946922328368e-07 +1.815308067087175092e-06 +2.742719883574767161e-06 +2.128777821886063979e-06 +3.346562888008816678e-06 +4.230094807615256638e-06 +4.727685007340569923e-06 +4.813721059177248862e-06 +4.862867149979436699e-06 +4.669380215949923355e-06 +4.472864510764841310e-06 +1.551750420209478074e-06 +1.851109814562785813e-06 +2.197607412872850225e-06 +2.695737176773022646e-06 +2.027420024548347597e-06 +2.898453664360279026e-06 +3.626863607102310748e-06 +4.139298723834042043e-06 +4.398412597697763673e-06 +4.405903704094532605e-06 +4.217271164694563050e-06 +4.130416749068745157e-06 +3.568572728948999813e-07 +6.730426295752957825e-07 +9.000880078061634802e-07 +2.179644454838936542e-06 +1.108130184811082794e-06 +1.937863015382849463e-06 +2.718697049607251156e-06 +3.375538982539006315e-06 +3.846931758533211233e-06 +4.098432290786182565e-06 +4.174328564049321732e-06 +4.504927689746503498e-06 +0.000000000000000000e+00 +2.983974396270392203e-07 +9.407179175320327597e-07 +1.673833513721336102e-06 +1.307727141918141869e-06 +2.390614259855277736e-06 +3.308593686521584399e-06 +3.995808498883261442e-06 +4.470772589651414948e-06 +4.884832162463796068e-06 +5.335240231889043352e-06 +6.047790905209154749e-06 +7.003947967129077674e-06 +0.000000000000000000e+00 +1.140080880501573516e-06 +8.772572564371200417e-07 +2.412334167638790457e-06 +3.223373325820488240e-06 +4.486874074242637621e-06 +5.417342313936207162e-06 +6.025397719423973692e-06 +7.346530819211732800e-06 +1.017051616819488244e-05 +1.177523747368543878e-05 +4.586895429445856452e-06 +0.000000000000000000e+00 +1.812492070864079529e-06 +1.774970456915778066e-06 +3.339752922055802415e-06 +4.733727564963873230e-06 +5.866435754198261783e-06 +6.650657997687131455e-06 +8.198874543320037057e-06 +1.146454750284865145e-05 +1.346864148653265246e-05 +1.264993204708851462e-05 +2.724453544920824299e-06 +1.787629740841802873e-07 +2.686470501200993360e-06 +2.886909708255781829e-06 +4.377755002319515090e-06 +5.626216064013660372e-06 +6.567554346082804040e-06 +7.989538764674413478e-06 +1.155358533052661621e-05 +1.298978407828797232e-05 +1.246749575496695260e-05 +1.076008231035878039e-05 +0.000000000000000000e+00 +1.149133689557934946e-06 +2.350394131653483770e-06 +3.603640228525054893e-06 +4.896663101147150733e-06 +5.939183457169354340e-06 +6.575772055912010284e-06 +7.775178250741253980e-06 +1.107221072977644113e-05 +1.104197570239388098e-05 +9.893360962187110067e-06 +7.956694048355408242e-06 +3.179205405073737188e-06 +2.149444120703290687e-06 +2.434504683443924345e-06 +3.683185509120799607e-06 +4.612099311056439501e-06 +5.279259417791424455e-06 +5.572610566008960144e-06 +6.131154924541660015e-06 +7.298785057043740577e-06 +6.797555822089922693e-06 +6.011263104745258060e-06 +4.771668492220426812e-06 +0.000000000000000000e+00 +2.592936187087292107e-06 +1.822993295289529714e-06 +2.574672031254308905e-06 +3.183685765434332700e-06 +3.626090679589616314e-06 +3.834838959232853257e-06 +3.902080146574900808e-06 +3.891245209570605543e-06 +3.399098938235048204e-06 +2.674832484730620857e-06 +1.766030226161601463e-06 +8.582904776539877606e-07 +1.768091406303366561e-06 +3.825032679355661905e-07 +9.580753546509333270e-06 +1.063099128542616132e-06 +1.663580690306778909e-06 +2.060805931778883057e-06 +2.238933614585924062e-06 +2.270084778632869273e-06 +2.124195248414272006e-06 +1.928489557545019499e-06 +1.315392269776968023e-06 +4.338958975976925692e-06 +3.688291116821147911e-07 +2.065160622854622605e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.538049721667995254e-07 +4.615791973574828241e-07 +6.395323146174422182e-07 +7.108191772723289680e-07 +6.962018644078565144e-07 +6.129193178633219955e-07 +8.909202733720818088e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.038358020457829187e-06 +3.758275974986393122e-06 +1.892651272621855544e-06 +3.992015317082175577e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.020108621087271090e-05 +1.151140165979271929e-06 +8.046360470613814832e-06 +0.000000000000000000e+00 +1.802619954098150865e-06 +1.621440067333668642e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.118980020300774323e-04 +5.159654036315492289e-06 +2.899145409817219703e-07 +2.435551065017235287e-06 +2.012148826723303795e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.919549248504985702e-04 +4.337380769350912392e-06 +0.000000000000000000e+00 +1.165498421144405344e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.478673630265049474e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.104520893800232135e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.471240687379037809e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.552718174699581927e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.020235569711773715e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.575562269346776326e-05 +9.295266601456958226e-06 +0.000000000000000000e+00 +4.486736816984479605e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.452532112472905940e-05 +2.284971099300101677e-05 +1.752429506568877105e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.467624411767456425e-05 +2.369661986525639836e-05 +1.513402245825002233e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.559048880801363893e-05 +1.712881637995605078e-05 +0.000000000000000000e+00 +3.619296828887694921e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.884091205586610146e-04 +1.277840207287069674e-05 +0.000000000000000000e+00 +2.092773715123473840e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.522816333638522807e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.810499855061150046e-05 +0.000000000000000000e+00 +5.780263709629363181e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.819308170872949745e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.656236841975177978e-05 +5.840679692252637173e-06 +1.914551464309633706e-06 +7.231883046297963872e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.298026397577735028e-05 +1.080677348240912980e-07 +8.975135588948483540e-06 +0.000000000000000000e+00 +2.765674667793763208e-06 +1.040928407521195978e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.559200968274251854e-05 +2.927057493579225870e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.718777836740099300e-07 +3.222336538785320485e-06 +1.438760572643215020e-06 +1.072327820820042720e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.005898218195008568e-06 +2.835806753947344790e-06 +2.848528646198626966e-06 +1.212814173274815514e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.382395099084514785e-06 +3.509739290441450754e-06 +5.278238735539137461e-06 +4.391199177000547467e-06 +3.751944199307203131e-06 +2.946239385637285450e-06 +2.443731303108307291e-06 +2.030620013090189264e-06 +1.751857423511366219e-06 +1.344002207904638205e-06 +7.941512557186331820e-07 +2.421286754251420583e-07 +0.000000000000000000e+00 +2.771744800310995728e-06 +3.856108127773765192e-06 +6.090233096855727246e-06 +6.882323010286982791e-06 +6.275830281705169496e-06 +5.153147334962062371e-06 +3.825436518707610851e-06 +1.108231837611048732e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.882823350631850577e-06 +3.441725778858476501e-06 +5.914720161788535226e-06 +7.698518888641719759e-06 +8.203465212134037788e-06 +7.775946098419140375e-06 +6.199545697529760410e-06 +1.778103044847928683e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.580124302678300172e-08 +6.693736365681994142e-07 +2.417763176266150245e-06 +4.936065029507711696e-06 +7.085777937328483506e-06 +8.431569871408299907e-06 +8.561995429597680609e-06 +8.011964578514851773e-06 +4.911680155523082688e-06 +1.515818515234960471e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.414625391047364415e-06 +4.292245234760920971e-07 +2.843581056525391742e-06 +3.380337525417134208e-06 +5.625902540390941387e-06 +7.486250279805107738e-06 +8.370307564548773216e-06 +8.262152497207095547e-06 +7.669437078511750870e-06 +5.177665096733395867e-06 +1.782775537549583554e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.445733346251364833e-06 +1.678160304829751653e-06 +1.955348285135710211e-06 +4.069054208502169037e-06 +5.347367332444975539e-06 +6.765459421085300384e-06 +7.345407985272291940e-06 +7.300363901942635691e-06 +7.124798489904653930e-06 +5.737443874744691066e-06 +3.521398720668946264e-06 +0.000000000000000000e+00 +3.788846099667246902e-07 +1.342223338616229806e-06 +2.363588580555933758e-06 +2.205384043123726864e-06 +3.512023711328068288e-06 +4.479924362999328780e-06 +5.023425085073890379e-06 +5.451923646027118464e-06 +5.491274117304664485e-06 +5.381678209491947115e-06 +5.178684031380699229e-06 +1.001689644072632014e-06 +1.303926768888905841e-06 +1.680361297446670476e-06 +2.220320073535086402e-06 +1.871223640111321906e-06 +2.799804444098312882e-06 +3.588091648805100356e-06 +4.147323307679557627e-06 +4.429695567016768533e-06 +4.436174022320626511e-06 +4.241277677017155563e-06 +4.186262734675032502e-06 +3.008625374915813944e-07 +6.284648455187065160e-07 +8.492978551179344249e-07 +2.178473355961086349e-06 +1.120720477797545870e-06 +2.014224468628925723e-06 +2.854156061826461787e-06 +3.554748814654186703e-06 +4.047464731803519875e-06 +4.311929410709160464e-06 +4.388693187983954943e-06 +5.358420371031132389e-06 +0.000000000000000000e+00 +2.803297501927585625e-07 +1.008928702605584854e-06 +1.802722895988215398e-06 +1.468410765062498512e-06 +2.654191018611187382e-06 +3.655414195355081410e-06 +4.401305711485221734e-06 +5.041535002556450301e-06 +5.917049467733058133e-06 +6.491948567264472635e-06 +9.720603690885023422e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.374181160160273840e-06 +1.244894934090691583e-06 +2.320420573905646604e-06 +3.929397425676143518e-06 +5.384626167868615163e-06 +6.562419161624476308e-06 +8.761073583228301063e-06 +1.348760237956718141e-05 +1.519883316226649592e-05 +1.575836967927859717e-05 +3.251193300887609363e-06 +0.000000000000000000e+00 +2.582063134613276961e-06 +2.583392797406461606e-06 +4.379844011575025748e-06 +6.105441464749835579e-06 +7.616884066727737127e-06 +1.040072787551645357e-05 +1.661612046419864928e-05 +1.936188697349723982e-05 +1.917319748775035638e-05 +1.810947438988880031e-05 +1.491483288192015674e-07 +1.044940227622976071e-06 +2.835685992024778489e-06 +4.209934116040447313e-06 +6.010846768461610447e-06 +7.809343795953090442e-06 +1.059088579283144397e-05 +1.829333950719449242e-05 +2.144539390052919739e-05 +2.181125399819436618e-05 +2.053641930212153518e-05 +1.800024825449154250e-05 +0.000000000000000000e+00 +3.686462942398588104e-06 +5.381005580212100585e-06 +5.408129753390491273e-06 +7.189865267792422910e-06 +1.008676308667765755e-05 +1.167640180484115020e-05 +1.931518076681653474e-05 +2.077569799527272218e-05 +1.919948129580418934e-05 +1.620515753737980692e-05 +1.318564885124432992e-05 +1.482592040964390770e-06 +6.476204491263985674e-06 +7.204871195740383084e-06 +5.854733063155265596e-06 +7.271889202709560558e-06 +9.562080683978012001e-06 +1.009172142546079480e-05 +1.559274327636574425e-05 +1.439208975796267140e-05 +1.174809245113657310e-05 +8.657493561843510510e-06 +5.344977568456547808e-06 +1.103815451700016148e-06 +4.503540069742142036e-06 +3.780682736183886745e-06 +4.501617742319951880e-06 +5.391725393936344608e-06 +6.633403121210594075e-06 +6.752592904191529433e-06 +8.999268550760964252e-06 +8.423029179677239838e-06 +6.470654853178691941e-06 +4.091188715312394790e-06 +0.000000000000000000e+00 +2.050698659432761433e-06 +2.765278613899425582e-06 +2.033688979792999071e-06 +8.628175588709380984e-07 +1.958308421135425646e-06 +2.728484148938168077e-06 +3.141526063102349644e-06 +3.124942815896040920e-06 +2.711999278064226445e-06 +1.944394551904961319e-06 +7.611083259705627792e-07 +0.000000000000000000e+00 +5.037508877324391131e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.002916240995489224e-07 +1.155213579355165565e-06 +1.486888013139582706e-06 +1.576706790117048456e-06 +1.566039059313290211e-06 +8.149058846922393512e-07 +0.000000000000000000e+00 +1.928578147536640348e-06 +5.648740677384136936e-06 +0.000000000000000000e+00 +1.287562675049282904e-06 +2.607164933868957503e-06 +7.519179810414720639e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.126874078300573991e-08 +1.155405405267720012e-08 +8.723066603457252998e-07 +3.842741605772231160e-06 +1.056174376411954215e-06 +2.579543701653098885e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.088106047511841243e-05 +3.177142197889499906e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.547804596634643047e-05 +4.762525145152026090e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.662417955096984395e-05 +1.331323611752683068e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.766339639739502440e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.939020101239914734e-05 +4.803421432815694701e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.052171809661544820e-05 +0.000000000000000000e+00 +1.055048476635981710e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.451103459763084017e-05 +1.163535492837361479e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.660543968807969079e-05 +5.651706621445591648e-06 +2.594991460763840416e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.454762234628444442e-05 +5.177321426047391466e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.092173850550788014e-05 +0.000000000000000000e+00 +3.638194678116291825e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.697768841142861508e-05 +2.105188777418009943e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.503123702904001169e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.267805148784907129e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.114481177366847981e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.119319974997903168e-05 +7.999625242493566427e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.215598265806034644e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.432569406670996019e-06 +2.357520956556998615e-05 +6.404943074487024938e-06 +9.267579608644570621e-06 +5.371839933065226494e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.206966914727762667e-06 +7.558832616795628314e-06 +5.185237164556164855e-06 +7.907582680963008023e-07 +3.177953277546473180e-08 +5.176573750052619786e-07 +6.499533855091878380e-07 +5.783829727717760843e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.571090213365856605e-06 +7.310723351378186499e-06 +8.093045461326899565e-06 +6.426199079669320491e-06 +4.146109216194876415e-06 +1.676006927171873104e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.673694515427252583e-06 +6.816771104177707408e-06 +1.008468982483577812e-05 +1.155090777782080835e-05 +9.063406049087092498e-06 +3.277845465631006776e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.010150093333587269e-06 +9.280496843900613713e-06 +8.951474262456237985e-06 +1.162625839264369741e-05 +1.255022389376861367e-05 +7.468717204463568745e-06 +5.112980119657648652e-06 +6.710602285514745622e-06 +2.373993350520696002e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.809255628978282734e-06 +5.737169508865094049e-06 +7.097550808246774463e-06 +1.003729891512983152e-05 +1.267647904691273740e-05 +1.180909854111437554e-05 +7.959699636628816245e-06 +1.578493338862497293e-05 +1.749678683666302777e-05 +1.247980663040691722e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.473674330579539438e-07 +2.278963317203201016e-06 +4.696028923624561022e-06 +7.460029979902130907e-06 +9.905295107090483436e-06 +1.132825719918623871e-05 +1.061956452460518259e-05 +8.330628733526648937e-06 +1.513953907489396506e-05 +1.652333641065680586e-05 +1.874617206241072211e-07 +5.283786373037860400e-06 +2.267326618135114436e-07 +2.045058182454352966e-06 +2.588857617269205487e-06 +4.221861529057511705e-06 +6.557957546190829416e-06 +8.188434187448910366e-06 +8.803058004008368858e-06 +9.139849187893368988e-06 +8.652338660632411099e-06 +8.029896666991752293e-06 +8.454730737449807243e-06 +9.153791861025573136e-06 +2.866871426604956893e-07 +1.394350526016912327e-06 +2.520080630910832799e-06 +2.447972880813042350e-06 +3.893522998635379599e-06 +4.959879558666511915e-06 +5.617497180391280455e-06 +6.084652198708268601e-06 +6.341995348554071433e-06 +6.314447743973024994e-06 +6.052982448817165051e-06 +9.619969360245772575e-07 +1.273456606921353622e-06 +1.648994358568284864e-06 +3.328390189026745130e-06 +1.896718847188730435e-06 +2.902670922480281598e-06 +3.753687233383017617e-06 +4.350144432787187844e-06 +4.641984684359992931e-06 +4.653411394500136352e-06 +4.488443578683735568e-06 +4.972478873328146654e-06 +3.151177682892575513e-07 +6.533817139126794945e-07 +8.590957659102396575e-07 +2.485061554573470970e-07 +1.136912536261618641e-06 +2.054163698879063908e-06 +2.909080121081858974e-06 +3.610937820066772447e-06 +4.105461326587708321e-06 +4.322362260691334957e-06 +4.391203244458365846e-06 +5.461898483203642670e-06 +0.000000000000000000e+00 +3.332855335927826516e-07 +1.120476972159556456e-06 +2.292761343310741606e-07 +1.614762764193734867e-06 +2.854833431964646443e-06 +3.891285416352818816e-06 +4.638449896101711796e-06 +5.956309579480606665e-06 +6.494761464641094702e-06 +7.396717092064872991e-06 +1.174808635771124824e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.651154951435475016e-06 +1.651039997127349797e-06 +2.749392119700443508e-06 +4.585225166000632494e-06 +6.298916560342889830e-06 +9.262416867926453215e-06 +1.537807780063736278e-05 +1.772908317968292823e-05 +1.787772175515873333e-05 +1.861668493960816340e-05 +1.500331061709137650e-06 +0.000000000000000000e+00 +1.454393009116719180e-06 +3.331942398191714135e-06 +5.485741314190993642e-06 +8.490580518014200002e-06 +1.177614170709337140e-05 +1.971455483430536591e-05 +2.594051531966874464e-05 +2.841326915561238317e-05 +2.946035132951990202e-05 +2.831759616556814153e-05 +0.000000000000000000e+00 +2.668674487328856152e-06 +3.104970313332972159e-06 +5.676237160046584356e-06 +9.177694501271362764e-06 +1.400229032435244174e-05 +2.289245437703032863e-05 +3.324465044539444045e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.989346319474715785e-05 +3.607228596323851114e-05 +1.116148083209903056e-06 +6.440543725265230268e-06 +5.943765023150441969e-06 +8.797186294113772478e-06 +1.427626397197901071e-05 +2.453595222000618176e-05 +1.937686692558667208e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.148143564380969627e-05 +1.427909001867239361e-05 +6.950165309268752769e-06 +1.126299831811608293e-05 +1.534100210975799716e-05 +1.842193632922987430e-05 +6.781350115769901682e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.625793367118622815e-06 +2.729448013357586210e-05 +6.155417443037647471e-06 +7.151973754750970693e-06 +9.859682250015557882e-06 +1.173071657539508821e-05 +9.808978819161904368e-06 +6.159560848122044457e-06 +0.000000000000000000e+00 +1.934209600825619421e-05 +1.216462271654426800e-05 +1.029529100349042446e-05 +0.000000000000000000e+00 +1.335841030877284852e-05 +5.918163007308276475e-06 +3.948595594547840250e-06 +2.325760682903929131e-06 +4.174754646041483699e-06 +8.499434167731746101e-06 +7.743948541199899236e-06 +6.404276730687348503e-06 +5.507833237235924289e-06 +3.141505478383647565e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.148388435813064076e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.067497849844164976e-06 +1.664827058789789224e-06 +1.765698680226131504e-06 +1.134997204178725812e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.173297252985187527e-06 +3.705157503860123220e-06 +1.476577240850763278e-06 +0.000000000000000000e+00 +3.171878073075530400e-07 +7.070497664559402264e-07 +9.074286854736146221e-07 +9.641965220320075763e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.220605973112186386e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.547858400256306058e-05 +3.703921406525333388e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.884218830090377326e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.337057609119926797e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.163043935018043776e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.197906376176343610e-06 +4.771241049498189509e-07 +1.772008864223686435e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.150623760888599651e-05 +3.208898964640241993e-05 +1.547183894959650811e-05 +3.348939167309264983e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.882568942350702230e-06 +6.165808652873745773e-06 +1.391604340861940487e-05 +1.377495866332133456e-05 +9.128608061569769055e-06 +4.555507930658433877e-06 +2.421488181911574984e-06 +1.703709662374632712e-06 +4.931770913659333562e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.716706105553693928e-06 +2.643911668428101738e-05 +1.228495796018883845e-05 +1.779709326579347067e-05 +1.239215287723459146e-05 +0.000000000000000000e+00 +5.363772021141778326e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.233992426865697289e-05 +1.793456344915376026e-05 +9.129856655116850344e-06 +1.541317172794242973e-05 +1.849203151867346269e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.479203441795328702e-06 +6.383186878688886155e-06 +9.825577062508795338e-06 +1.593092313126776190e-05 +1.407486372085906528e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.876887841426587310e-07 +2.859114935278550959e-06 +5.952699207046077714e-06 +9.577764998451955070e-06 +1.400923885759229232e-05 +1.359186429664313806e-05 +2.577505439439909004e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.946154258253660166e-06 +3.050105763122183307e-07 +2.481001185447407467e-06 +2.329020274263390951e-06 +4.941946552340215393e-06 +7.686559847873085090e-06 +9.973161594446034727e-06 +1.102765049783864372e-05 +1.201517840429124781e-05 +1.766584448912123184e-05 +2.319555571908218876e-05 +2.556171498329044275e-05 +9.865194318880318738e-06 +2.942824198688976194e-07 +1.511412740024845269e-06 +8.355289740363254863e-07 +2.656481311737700018e-06 +4.173803352141496902e-06 +5.023187577824383043e-06 +6.064919987490398963e-06 +6.862746515925540855e-06 +7.020802071869870832e-06 +7.563791840646560101e-06 +6.878995667816541635e-06 +1.010753084903591440e-06 +1.322022501094111708e-06 +1.681614031718887760e-06 +3.413356321561345313e-06 +1.910993875343575108e-06 +2.941869201416079662e-06 +3.805316798352745140e-06 +4.399280030151137088e-06 +4.698408165288870062e-06 +4.702040635901025537e-06 +5.116517399783258315e-06 +5.189502573847138771e-06 +3.354112265011714591e-07 +6.878659123865104762e-07 +8.745095639929664704e-07 +2.788673556221610479e-07 +1.179848832960041984e-06 +2.103078681470882863e-06 +2.950306007811086378e-06 +3.644407847936833666e-06 +4.081846534308148958e-06 +4.268697789765309324e-06 +4.816519522244684789e-06 +5.395620322288107544e-06 +0.000000000000000000e+00 +4.500734568070246126e-07 +1.255049768412853134e-06 +3.101344507375570961e-07 +1.736452990544329162e-06 +3.006584616448827759e-06 +4.078838092376876644e-06 +5.417680127135983769e-06 +6.376884834622562999e-06 +7.110011692899516976e-06 +1.107926249694757943e-05 +1.349845096475729406e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.920985491881819638e-06 +1.999114791851136426e-06 +3.049021045881177640e-06 +5.704884736272186317e-06 +8.239114188964043596e-06 +1.526212379016777019e-05 +1.852609717717869662e-05 +1.906088070826524817e-05 +2.086748363160492649e-05 +2.080714771134417254e-05 +1.266330854199168851e-07 +1.360161009467893515e-07 +1.360623367829621657e-06 +3.857342901747044080e-06 +8.446677907630838336e-06 +1.639885820895001250e-05 +2.051684679624117796e-05 +2.774664600562480913e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.771686991253690518e-05 +3.769271028445333500e-05 +0.000000000000000000e+00 +1.596881644889915073e-06 +4.236017725634604286e-06 +9.714989297256466097e-06 +2.111376845268289458e-05 +0.000000000000000000e+00 +9.577446137837093815e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.427511829993506956e-06 +5.529343147648580400e-06 +9.255366996616773461e-06 +2.839603011804580404e-05 +3.204626421932152273e-05 +0.000000000000000000e+00 +7.086986791480582226e-05 +0.000000000000000000e+00 +1.333371718765052989e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.624705045004738756e-05 +9.145139287895942971e-06 +1.698851793022588896e-05 +5.775729941330017279e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.152997773569741602e-04 +2.310211998139851102e-06 +0.000000000000000000e+00 +6.600188942304437709e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.986251080800095641e-06 +2.952415029283027679e-06 +2.166023518649790725e-05 +9.151437069801430238e-06 +1.472093631635259269e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.958832115885562273e-06 +0.000000000000000000e+00 +5.800246274626811903e-06 +1.566430196751880782e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.444136661014790803e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.092569194299832071e-05 +6.356517704571965663e-06 +1.167222029766571206e-05 +5.269166555457615694e-06 +5.897514894660300191e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.699204299370840553e-05 +4.141168984680175488e-06 +9.811667091301960218e-06 +1.963865279461454123e-07 +1.178642463368642727e-06 +1.008496276810238050e-06 +1.343062920116669327e-06 +1.091511735901940116e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.388851672537531065e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.737841983102890200e-07 +3.922994749795934282e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.540245589870452833e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.429313588800699666e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.744065655933121371e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.713930716607540139e-05 +1.029301461626438359e-05 +0.000000000000000000e+00 +9.976303011030740209e-06 +4.099244449505307937e-06 +4.718847969347653851e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.283443646184454624e-05 +5.668044751016783117e-05 +0.000000000000000000e+00 +1.819371198159075648e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.325285701530760956e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.115145215185533262e-04 +1.802018235756035054e-05 +1.294220601495675864e-04 +2.134511720682494328e-04 +1.811624058334466395e-04 +1.533033731431630755e-04 +0.000000000000000000e+00 +1.014210563036984692e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.660603684346752983e-05 +1.394720340263251625e-05 +2.986998561578443754e-05 +2.901315199543075938e-05 +5.753439240427419242e-04 +8.407017402172499215e-04 +6.501269036999100456e-04 +2.025656534477588843e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.705512226134028506e-05 +1.297764165512070396e-05 +1.873869770987876947e-05 +2.497581453144879035e-05 +1.580624401031512479e-05 +5.069256353777460518e-04 +6.330424179032791490e-04 +3.885544468490836076e-04 +0.000000000000000000e+00 +3.116398105337871690e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.032981188404842065e-06 +8.597203316913295694e-06 +1.638557262140358491e-05 +9.159989060139412398e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.656863476793270321e-06 +3.246926241783350464e-06 +6.985894629686196001e-06 +1.333848467477556746e-05 +1.295003490602353469e-05 +0.000000000000000000e+00 +8.266975088034432962e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.370804138409129486e-06 +4.257957706722817084e-07 +2.850235498944418931e-06 +2.493691564732533409e-06 +5.514844278157538826e-06 +9.177840783116315260e-06 +1.177965497959805302e-05 +1.577765964822096283e-05 +2.883487877077052947e-05 +3.855277326788820395e-05 +4.468621428913248492e-05 +2.348769100954746261e-07 +1.089819471705912831e-05 +4.304529157802620076e-07 +1.678695609837977077e-06 +9.496259492793294263e-07 +2.821770966566263288e-06 +4.371852505122759211e-06 +5.295869396638657687e-06 +6.757595778904175522e-06 +7.203061171970489250e-06 +7.410145269889821870e-06 +8.185458327008250044e-06 +7.255151779598872729e-06 +1.124117979251663717e-06 +1.427604335500509281e-06 +1.757901945291114318e-06 +3.515450487218014544e-06 +1.962649368464733943e-06 +2.984092801435172896e-06 +3.824777822195327083e-06 +4.408838964672345457e-06 +4.644932789930129025e-06 +4.640519416607589436e-06 +5.084080097986505673e-06 +5.042154962334014396e-06 +3.260076989255786364e-07 +7.070955180631774540e-07 +1.963279384082138139e-06 +3.501819970893133453e-07 +1.253150441152679627e-06 +2.164763665412955055e-06 +2.979671266169597369e-06 +3.620142121892340826e-06 +3.980997418824808745e-06 +4.115917390713763782e-06 +4.613542787698085859e-06 +4.960908456735884842e-06 +0.000000000000000000e+00 +6.444215908574363052e-07 +1.403737189083142123e-06 +3.980839506758825919e-07 +1.818524475520027396e-06 +3.074131032353254929e-06 +4.145255218042540443e-06 +5.537296853806483606e-06 +6.370852612351990372e-06 +7.424588278144331099e-06 +1.196650185179610906e-05 +1.344898441841962300e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.153029522055503227e-06 +2.189241655843708928e-06 +4.222321995819823347e-06 +6.124665845150843518e-06 +9.035765845050478545e-06 +1.640901474376016268e-05 +1.899666861808864881e-05 +1.983518544074686703e-05 +2.061945720059258792e-05 +2.042936924831573477e-05 +2.964169251372533966e-07 +3.213065523082278210e-07 +1.283497011847917814e-06 +4.342542716920014026e-06 +1.075557161106738277e-05 +1.219506944150652987e-05 +2.469236604865039571e-05 +9.404216278731530334e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.695760448034331533e-05 +0.000000000000000000e+00 +6.473913473422647237e-07 +4.611213316161649906e-06 +1.193233117076437383e-05 +1.393466979070636837e-05 +0.000000000000000000e+00 +5.236754049462171730e-06 +3.003554774817940309e-06 +1.386766768683229638e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.942530549283426903e-06 +5.137915906128179237e-06 +1.757201802805111868e-05 +5.296689755175740532e-05 +1.168506658856752342e-04 +8.344689730940594262e-04 +9.974419158349536168e-04 +8.402026834366165074e-04 +4.607684471508448516e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.642285504451153919e-05 +2.593947544078381914e-05 +0.000000000000000000e+00 +6.737741305139246769e-04 +1.546455588060063717e-03 +1.915285357661840760e-03 +1.831013748609028758e-03 +1.456647316820251824e-03 +9.327578222326955455e-04 +2.934781203762074943e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.321868336268195424e-06 +2.934429574067340792e-05 +3.108413046459076903e-04 +1.638426139998281532e-03 +2.293934597630675060e-03 +2.391163199472905610e-03 +2.057540394098837828e-03 +1.514050897975954954e-03 +9.150887182954328897e-04 +2.035910469241755194e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.167463277386654264e-06 +8.587012696655908187e-05 +6.472075294051819229e-04 +1.684742173286977790e-03 +2.022795921825558570e-03 +1.861432833905009819e-03 +1.419421735653987084e-03 +8.946929525247012500e-04 +2.589039924562100393e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.074862929609984581e-04 +7.404017724545483385e-05 +3.000706357938900278e-05 +3.661501129103565027e-04 +4.363474904947716045e-04 +5.438927143045662639e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.754604394795016565e-05 +3.473535015719227549e-05 +3.878558904642678389e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.422608750362862222e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.425261781805827647e-07 +2.370220253266667435e-06 +2.435708885600096343e-06 +1.614299151838649373e-06 +1.724098837533641401e-06 +1.858998361043356858e-06 +1.942835773704187952e-06 +6.323116864298058027e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.863361024066041164e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.292335453680929514e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.151781643552335568e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.542624437831337301e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.047238471308848931e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.321683823586432949e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.144321096309930189e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.291607500886776224e-05 +0.000000000000000000e+00 +2.948147235869964797e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.662841720070205271e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.070534017654828934e-05 +0.000000000000000000e+00 +1.659955652714388614e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.165883986795411563e-05 +8.565845481570405885e-06 +6.747806828460425552e-04 +1.482829356392739500e-03 +1.404876290748664509e-03 +9.111643734660383742e-04 +2.658558090849906367e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.537483231716089791e-05 +7.233838775885399470e-05 +7.155158166146985063e-04 +2.148678376458356028e-03 +2.656333171309288241e-03 +2.404583849072607429e-03 +1.748866369590314912e-03 +1.012090641293315755e-03 +2.795828965582164557e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.593298514465789561e-05 +0.000000000000000000e+00 +1.577518339879015749e-03 +2.467831187820803806e-03 +2.639912358764246077e-03 +2.243976716724848264e-03 +1.581985235962817590e-03 +8.504205973223949487e-04 +4.080102371026202981e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.482473120477117588e-05 +6.539772386006621806e-05 +2.588177811954192782e-04 +1.354802973696718959e-03 +1.864111795435742774e-03 +1.830087155556764725e-03 +1.432237168223200827e-03 +8.515062294316717156e-04 +1.146592776089177070e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.688330990651758531e-06 +1.003084258000103215e-05 +0.000000000000000000e+00 +1.334767205544614927e-05 +5.953712794959394429e-04 +8.744491045150729362e-04 +7.597700349895756882e-04 +3.543863847662399652e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.932214423751362924e-06 +2.824557454050658987e-06 +8.725003237189422076e-06 +1.066407928861478195e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.243973590210727885e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.063492917252700856e-06 +2.374602347596376243e-06 +6.345744506470506001e-06 +1.000358605584230920e-05 +1.461573553579828740e-05 +3.394217629896864342e-05 +4.818447509315224253e-05 +5.928768664745622322e-05 +7.835414307078460975e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.189868076174316630e-07 +1.891980413009765914e-06 +1.070552083980911057e-06 +2.927188621459591417e-06 +4.459456162402771199e-06 +5.819297530306571356e-06 +6.899703917627492070e-06 +7.366064413497217715e-06 +8.769304870516851172e-06 +8.494605701007120355e-06 +7.230496671445689203e-06 +1.283399232677654771e-06 +1.576846168608191743e-06 +1.865520528298145540e-06 +1.012997860986512325e-06 +2.053151807785624622e-06 +3.026201306052263844e-06 +3.827872981441932186e-06 +4.320649946468069026e-06 +4.512671903453576240e-06 +5.062349906962443927e-06 +4.871460693931678961e-06 +4.663103175345444238e-06 +2.480732054108328995e-07 +6.881904219435319322e-07 +1.887397846664447737e-06 +4.660404829465447181e-07 +1.361328065666531123e-06 +2.241675386407526541e-06 +3.007837695156537905e-06 +3.543695108437298643e-06 +3.817585066796615346e-06 +4.244270453642062445e-06 +4.208765100472052600e-06 +4.267038650867227263e-06 +2.874044972827922199e-07 +9.174687547537460877e-07 +1.552701176877626511e-06 +4.917778409906303105e-07 +1.856766052752391251e-06 +3.073932298324966277e-06 +4.434584406601347908e-06 +5.397988663091498072e-06 +6.326976815283003039e-06 +9.666217545189917807e-06 +1.180171593870739789e-05 +1.199462915712268859e-05 +0.000000000000000000e+00 +1.488960803697532123e-07 +2.347020123705826181e-06 +2.180984657244097205e-06 +4.013193780721246708e-06 +6.231686910241241905e-06 +1.257914473665602961e-05 +1.670135738819540785e-05 +1.865604494752535553e-05 +1.965575710017877450e-05 +1.988987899896863573e-05 +1.876512964842011320e-05 +2.810971681390788749e-06 +6.639937503849718187e-07 +7.835239122004512144e-07 +3.779180464793486944e-06 +6.242910310284456853e-06 +6.683001643492225601e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.165066583471732805e-05 +3.077329728710281095e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.116674005995937988e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.847442867514844620e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.202967225341499621e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.958401161574723832e-06 +0.000000000000000000e+00 +3.930600156822911396e-05 +0.000000000000000000e+00 +1.134941338169012746e-03 +1.616325634006444403e-03 +1.639143743282633816e-03 +1.346641494725105918e-03 +8.710391845996295207e-04 +1.884058477217375295e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.778397630337894127e-04 +0.000000000000000000e+00 +6.160925165589928960e-04 +2.110680319632321673e-03 +3.065221454097353387e-03 +3.313138952029494495e-03 +2.992134416758939451e-03 +2.366114336410231160e-03 +1.643462734511577043e-03 +9.006649741877711642e-04 +2.115029825393679227e-05 +0.000000000000000000e+00 +2.167899134085920631e-05 +3.865835248941924232e-04 +2.365657633303373461e-03 +3.995531694155390369e-03 +4.735760593011393779e-03 +4.576016481076495938e-03 +3.851851696745655848e-03 +2.922726094304554673e-03 +2.008054875475436506e-03 +1.169181784408306361e-03 +3.199462220207746383e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.424978632272339091e-04 +3.051507392252488914e-03 +4.770597361823128435e-03 +5.194886240392191518e-03 +4.673777754711642626e-03 +3.732032133099628685e-03 +2.729138597737507804e-03 +1.813470116670569442e-03 +9.729914549319988466e-04 +1.034997495372838084e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.110350529540801819e-03 +3.616030294613293509e-03 +3.772013442004723029e-03 +3.200359448165808560e-03 +2.416629384776184004e-03 +1.664029775701549897e-03 +9.762182756071076080e-04 +2.091651964927211086e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.221026041270256768e-06 +0.000000000000000000e+00 +1.013925281129969178e-04 +1.112588970365437817e-03 +1.005583886930688613e-03 +5.691768651635957261e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.331999494437087314e-05 +1.290351561074371852e-05 +0.000000000000000000e+00 +5.272905346708957753e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.399343217285161193e-05 +6.620454044543790201e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.032436127173293716e-06 +3.329022212960165544e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.238880804750232603e-05 +1.048567827467259498e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.524526016058001149e-06 +4.185169500524306698e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.646494047574011959e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.773889689282117954e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.023197703990377715e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.562491129788664171e-05 +6.244774109023151856e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.464812659466874699e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.056004929164832631e-06 +6.874069069994947236e-06 +3.277097959889487765e-06 +2.393059315832066212e-06 +7.175635079092880597e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.901048310891437994e-05 +1.213667395271221332e-04 +6.905423851710461805e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.514381758594029750e-05 +4.142257899954555125e-05 +2.015512131877185940e-03 +2.443828251769928576e-03 +1.942833797102835490e-03 +1.190912520078055191e-03 +4.422668646133133151e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.119736723206734618e-05 +3.891586709670159870e-05 +2.935485350950857181e-03 +4.563178016327711084e-03 +4.597326550090903054e-03 +3.716797645197174316e-03 +2.588078837759369855e-03 +1.529284120979693389e-03 +6.478906421685149027e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.497841926814671504e-05 +0.000000000000000000e+00 +2.354038413895985331e-03 +4.491107669534647601e-03 +5.272867439917390368e-03 +4.834348495128778719e-03 +3.766945822054056179e-03 +2.573865354176950622e-03 +1.497342364369340503e-03 +5.096759990933094012e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.385878448304778855e-05 +8.026412308678295619e-05 +1.078949764531694734e-03 +2.927800442294584138e-03 +4.116810860395233619e-03 +4.286981689342379657e-03 +3.671914415278907697e-03 +2.705221118567863268e-03 +1.706538457090606966e-03 +7.696838594321697008e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.473674902114095020e-05 +1.385800133151304361e-05 +0.000000000000000000e+00 +1.068772102382117926e-03 +2.257320047199170947e-03 +2.801803496949525213e-03 +2.667231928853399520e-03 +2.098114063692516421e-03 +1.355548219876852442e-03 +5.270752239673870670e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.593712557888351432e-06 +5.466545976804590673e-06 +3.584483721338103655e-06 +0.000000000000000000e+00 +2.821173394580583655e-04 +1.089539689359884976e-03 +1.294256874683849361e-03 +1.076894444709774546e-03 +5.882230167083941311e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.036255926779741568e-06 +1.858791619590364898e-06 +4.425349359235924738e-06 +9.239469847201886707e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.529010489824756239e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.220845185996471510e-07 +2.791388374363116077e-07 +3.751878197962588597e-06 +6.408569604318631134e-06 +1.001080930819576565e-05 +2.001482201910281935e-05 +4.563698439450867823e-05 +5.036602117852034144e-05 +1.481920439431619908e-06 +2.490001644954566020e-07 +0.000000000000000000e+00 +2.454491636848764821e-07 +1.162743478829604673e-06 +2.150088729970874299e-06 +1.209653578579914111e-06 +2.970113131592096823e-06 +4.405564000786162270e-06 +5.672192754965254456e-06 +6.541464028994925243e-06 +6.894836650031432759e-06 +8.452306951114284085e-06 +7.844060899928425755e-06 +6.561800988367103436e-06 +1.463630179131240713e-06 +1.751919268831443860e-06 +3.508527631848840430e-06 +1.208149215320392158e-06 +2.178141176121297049e-06 +3.057552683556015029e-06 +3.750837780150756601e-06 +4.126265338064158549e-06 +4.215317237313335975e-06 +4.678646257408126690e-06 +4.329202209788074220e-06 +4.029475210437034050e-06 +1.169648964135705209e-06 +1.759186337950633460e-06 +0.000000000000000000e+00 +6.344578360956432181e-07 +1.513585268032351288e-06 +2.336934717661109705e-06 +3.000003261194717145e-06 +3.400834862417000833e-06 +3.530686083250634453e-06 +3.736295228082928092e-06 +3.525493662141758212e-06 +3.373194811752108586e-06 +6.889465245526100938e-07 +1.207674288485701190e-06 +1.673898671790062488e-06 +6.017187698009709768e-07 +1.877261833128741327e-06 +3.002289854490214679e-06 +4.192191034380585190e-06 +4.956887833062251991e-06 +5.407735178921829597e-06 +8.137586236377977722e-06 +9.181217661194280433e-06 +8.912034983123235591e-06 +1.183932454121796134e-06 +7.818624598129846192e-07 +4.537988079974818097e-06 +2.036931326826637938e-06 +3.706785419873323970e-06 +5.776491564700599567e-06 +1.218123307998569200e-05 +1.663717360634691240e-05 +1.856966297488039588e-05 +1.940375742419750963e-05 +1.894121550274987205e-05 +1.776016999277719191e-05 +0.000000000000000000e+00 +1.287623256126703255e-06 +2.323413180873222801e-06 +2.938432974760896549e-06 +5.299714331199165240e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.973084834961265720e-06 +1.920353007753826548e-05 +2.327037149829956311e-05 +0.000000000000000000e+00 +2.002972399120288064e-06 +2.539428078311288193e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.696985153481368225e-06 +3.691056072669437677e-06 +1.560329179713849493e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.974840400686705928e-06 +1.763839503179176897e-06 +2.783792530720824676e-05 +5.713274547836897114e-05 +1.169201376695683465e-03 +1.569950049682138473e-03 +1.516852911090839666e-03 +1.163771073709741512e-03 +6.213598814650255755e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.838423724397630926e-05 +8.618718082448580337e-05 +8.981728252724167352e-04 +2.512166105262906603e-03 +3.496803732925028545e-03 +3.658929224564797314e-03 +3.221371425815080895e-03 +2.493948234695249951e-03 +1.689450544538325782e-03 +8.542889238025631231e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.298728334288844435e-05 +4.003388991207192582e-04 +3.014903512970151800e-03 +5.160469823942488016e-03 +6.028160385184105387e-03 +5.713883133784254838e-03 +4.743987816431913251e-03 +3.580122142443892437e-03 +2.473647519467980175e-03 +1.492774350674864027e-03 +5.454010754225696025e-04 +0.000000000000000000e+00 +1.181664030601291298e-05 +6.994552032607959753e-04 +4.369657390709717065e-03 +7.060263960707001581e-03 +7.708829236453265329e-03 +6.896640228709102760e-03 +5.502562007734865604e-03 +4.070770782212364790e-03 +2.813793831806019226e-03 +1.753562185105698307e-03 +8.086430987106709876e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.242488972017130835e-03 +6.933031228822763778e-03 +7.308179350183984825e-03 +6.328991577511483904e-03 +4.960473609511713636e-03 +3.656250753723659652e-03 +2.531400642616980085e-03 +1.552250532760014734e-03 +5.814545556105265743e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.172717499428376504e-03 +4.668201210877521469e-03 +4.654224604036689798e-03 +3.965027272543063946e-03 +3.135911274261480620e-03 +2.327833490472466967e-03 +1.577037973440135240e-03 +8.228215870058278991e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.886186926313439072e-05 +1.727066058258140311e-04 +8.441662113728287805e-04 +8.074369861777911479e-04 +6.610888851699768098e-04 +5.107634864520457611e-04 +2.349498652381768718e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.248263857926735229e-06 +1.142590308889397671e-05 +1.073170642063091936e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.558959475594988836e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.863907973919560600e-03 +9.643846172904407561e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.566527087721534768e-03 +6.993582776948631223e-03 +7.057860043899770973e-03 +3.890769303372219792e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.855358863474474328e-03 +8.340086125672935627e-03 +8.419884893842389736e-03 +4.892529340247537238e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.917996934375182198e-03 +5.188656037187721476e-03 +4.430205530176375452e-03 +1.345686217021415179e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.999711751310227296e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.496791615627806147e-05 +0.000000000000000000e+00 +5.720334973975875782e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.717863690613676018e-05 +7.592544657444936498e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.329894666730864085e-05 +0.000000000000000000e+00 +2.370904275378998751e-03 +2.830821727571789133e-03 +2.249380459442308026e-03 +1.466192606242224233e-03 +7.132577016167141815e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.262889802316322495e-03 +6.246296228182602293e-03 +5.924620366189744559e-03 +4.613375536278529684e-03 +3.187674465241789254e-03 +1.937256479042965499e-03 +8.442338855702113520e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.112718109515480643e-04 +4.730735041246280498e-03 +7.527942252622745779e-03 +7.837953597740329389e-03 +6.602799744240351112e-03 +4.882254422612012160e-03 +3.255577373608790556e-03 +1.897318472889706394e-03 +7.208443714259737435e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.265787425908985152e-04 +4.832835204347404293e-04 +3.529288585427235551e-03 +6.178729332588265080e-03 +7.145881093889899088e-03 +6.565720245638827571e-03 +5.184595294068671499e-03 +3.637418033971957960e-03 +2.249376199508799218e-03 +1.065108604817131648e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.090136754978083327e-05 +1.153970593598525841e-03 +3.444834310507144219e-03 +4.834726106618946438e-03 +4.992938417947219085e-03 +4.254434975855312003e-03 +3.128112158290385740e-03 +1.974973334713274985e-03 +9.013783213145853870e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.641325947347362338e-05 +2.660738966047143203e-05 +1.030435943852913479e-03 +2.365124467515100116e-03 +2.911600950878448328e-03 +2.713065708205322692e-03 +2.069852085346394945e-03 +1.249467744473799864e-03 +3.161735576531314595e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.064787549156662298e-05 +2.005873254220756415e-05 +0.000000000000000000e+00 +4.741667139830440603e-05 +9.221484737238351374e-04 +1.054196015299917882e-03 +7.743155155482619881e-04 +1.448127651638593787e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.774844863575331183e-06 +3.468607162828017545e-06 +1.227127447650170089e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.211410544900670760e-06 +9.286707938259822015e-07 +4.509910883374285644e-07 +3.610772768460126205e-06 +6.300621066857153558e-06 +9.755245448405473730e-06 +2.048666784631865583e-05 +3.263673135545914854e-05 +3.659451297489800813e-05 +3.506633395721402092e-05 +2.709772725750425043e-05 +1.894670337875314483e-05 +1.028494060640738950e-06 +1.733511360896073322e-06 +2.447175214947628410e-06 +1.391012379033668303e-06 +2.976593740827799544e-06 +4.226931265346288610e-06 +5.408348753459900445e-06 +5.718416143769041509e-06 +5.869561985886329504e-06 +7.151058934614772625e-06 +6.488776621976011744e-06 +5.409288440832927756e-06 +1.632198742245864978e-06 +3.697441750048998734e-06 +1.647686683763884161e-06 +1.481201874586203257e-06 +2.334839171174996132e-06 +3.068504444764968963e-06 +3.597929564574824071e-06 +3.821561176001045828e-06 +3.780443542549883651e-06 +3.981927374994921014e-06 +3.560538050917821826e-06 +3.177408228281234472e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.732658378910968119e-08 +8.671975323592458144e-07 +1.721355726661477315e-06 +2.452143237685119875e-06 +2.953331398340246284e-06 +3.185938427339288382e-06 +3.139017743902620356e-06 +2.910921444216759774e-06 +2.718641582716065949e-06 +2.359104173710626541e-06 +8.996727344256914689e-07 +1.395561583916467953e-06 +0.000000000000000000e+00 +7.509125278507599983e-07 +1.910254584011015400e-06 +2.871500202629464113e-06 +3.528495072736953063e-06 +4.110317304881579546e-06 +3.900888850289517763e-06 +4.066379997031627267e-06 +5.077062092679787331e-06 +4.832550429136201812e-06 +7.968872729353644428e-08 +1.527926428114208374e-06 +0.000000000000000000e+00 +1.853257797905478448e-06 +3.434658314654665092e-06 +4.619175555635422216e-06 +7.009671616602086629e-06 +1.247941798013534306e-05 +1.459557177465495463e-05 +1.459097670333483680e-05 +1.455355834818021217e-05 +1.327182686240697134e-05 +1.422768177357826559e-07 +1.973146454923832112e-06 +1.819597615675291557e-06 +3.256748709008767709e-06 +8.459633567941306627e-06 +1.381063127414271246e-05 +1.519282353198711733e-05 +1.489792105753320275e-05 +1.850854319754622847e-05 +2.020592799231640392e-05 +2.012935697287027988e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.308853152728263001e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.371025828501403028e-06 +1.310134472691705808e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.335767569524053488e-04 +4.000388875620178265e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.400141660907147327e-05 +3.009511569890994468e-05 +1.506151568070938007e-03 +2.330600140563692142e-03 +2.489735676419356156e-03 +2.154492639563423961e-03 +1.574131595505883635e-03 +8.746869661538297447e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.037859869139482978e-03 +4.220486279380241887e-03 +5.096553964937463460e-03 +4.856125907869965168e-03 +4.016750083652874045e-03 +2.989440698172273359e-03 +1.974868361717338223e-03 +9.865726924729316567e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.916767484883211525e-03 +7.018936770260925280e-03 +7.846116061782060572e-03 +7.058043453267730596e-03 +5.633948278045066739e-03 +4.159371838835706874e-03 +2.849330043346831511e-03 +1.712361648355518497e-03 +6.104811982493810619e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.087707611275273795e-03 +8.583882280628219591e-03 +9.217367571981207805e-03 +8.054090902999539586e-03 +6.341283148252032688e-03 +4.696648981996156581e-03 +3.285436205699253289e-03 +2.082934599100114831e-03 +9.813234883640331151e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.573882364277640359e-03 +5.544177935420853583e-03 +7.955562895566693077e-03 +8.129118415029595174e-03 +7.064730188551335971e-03 +5.669166834039254116e-03 +4.329401086291416803e-03 +3.124228238479068685e-03 +2.020019998108879035e-03 +9.123783524976503568e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.929110683805418365e-04 +3.177239457865476974e-03 +4.383117922885574128e-03 +4.628381733236053459e-03 +4.343827138129976832e-03 +3.806418015450592409e-03 +3.140368947729956731e-03 +2.356434738910831959e-03 +1.462596077835154372e-03 +2.042658507540385301e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.963879667232618429e-05 +1.087525611908086044e-03 +1.430639139943023358e-03 +1.465474231450219047e-03 +1.098422212848731636e-03 +1.918315022245480278e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.428577037344511696e-06 +4.086168600424519397e-03 +8.351090193875039536e-03 +8.747898512075490129e-03 +6.627581138060788940e-03 +3.973939155714310487e-03 +4.290544988928491265e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.729508022058941802e-03 +1.430306718405354414e-02 +1.680764619662299467e-02 +1.330615084924916675e-02 +8.044473056979658740e-03 +3.632727616699952481e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.631501471591652576e-03 +1.581650388896135156e-02 +1.849153738529659904e-02 +1.468540463888134799e-02 +8.838258743345301857e-03 +3.896218158667992277e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.520949456931796888e-03 +1.159183764841279288e-02 +1.290009524693021270e-02 +9.847206671596909003e-03 +5.591058138672457510e-03 +1.446718295235741502e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.968891817654945031e-03 +3.703375706848083173e-03 +2.525666106137485281e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.195683810766299961e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.495724347418118335e-05 +1.770140156380854409e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.106577935793116393e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.766842540889109809e-05 +1.843511708639586832e-03 +2.805387601298895989e-03 +2.756050072148203117e-03 +2.247810942097747296e-03 +1.597364453711894432e-03 +7.916475808636328328e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.387488478538413908e-03 +6.714727750843598429e-03 +6.613381174354242623e-03 +5.369235238105955939e-03 +3.895553445369178986e-03 +2.510879548286056896e-03 +1.195410398188780175e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.201633102707573385e-04 +5.600429241267902009e-03 +8.842415972624046577e-03 +9.087316373925418203e-03 +7.549574521508281739e-03 +5.541504203874598675e-03 +3.690342173041746832e-03 +2.131773290410263547e-03 +7.252442732492942823e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.067942655190651626e-03 +5.231511155831705499e-03 +8.365174884565082167e-03 +9.014973164838553307e-03 +7.818070872742508351e-03 +5.913545755872029117e-03 +4.023491316184102037e-03 +2.407550628538712885e-03 +1.012452068935944249e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.482378782969673706e-06 +1.940834117830237001e-04 +3.249803822538211481e-03 +5.827917140367883282e-03 +6.842971280194805501e-03 +6.346008997607146401e-03 +5.026982951405772893e-03 +3.504176454359663080e-03 +2.094552738639004520e-03 +8.030906565523658700e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.110250034302665682e-06 +2.447288582590005770e-05 +6.917671698482019422e-04 +2.783848221919447453e-03 +3.986683261003778900e-03 +4.099657031430172308e-03 +3.433828188916855564e-03 +2.419542917706254091e-03 +1.337219182749939048e-03 +1.911219581852480935e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.502140671982892529e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.568671454908518751e-04 +1.528674498643723583e-03 +1.906164286763026858e-03 +1.689436665256729368e-03 +1.111218559495979249e-03 +2.422651523428295665e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.071592106855096354e-05 +1.589515991791582987e-05 +2.099214688157193301e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.627813433330624623e-07 +2.765052370284336064e-06 +4.202091393384943844e-06 +9.933708092910442249e-06 +2.769554484672352924e-05 +6.430766395291163170e-05 +3.386188872656274510e-06 +1.317276672682511354e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.077055548767310725e-06 +8.851512209652991683e-07 +3.688915305102595479e-06 +6.349618702363941708e-06 +8.804311213606538742e-06 +1.588551998513529039e-05 +1.918751660256369997e-05 +1.714595596291461173e-05 +1.420642468278764367e-05 +1.049394554161756023e-05 +0.000000000000000000e+00 +1.885007140842866622e-06 +2.347793465884356717e-06 +4.882179464291907533e-06 +1.627944193953514115e-06 +2.943663799083707978e-06 +3.898846584552986570e-06 +4.639502356871115659e-06 +4.756836241633930039e-06 +4.301068801378499218e-06 +4.988996545389332414e-06 +4.333199946549116940e-06 +3.406917343499426997e-06 +3.491412200524422596e-06 +1.592369341549805330e-06 +1.111586365037037428e-06 +1.833206524148656009e-06 +2.515004452818972557e-06 +3.046136662093116608e-06 +3.362211409697969506e-06 +3.407829500031405946e-06 +3.229373105366039470e-06 +3.126041768974626721e-06 +2.670736391369311112e-06 +2.105022088280303785e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.149515457246655292e-07 +1.188172181396928217e-06 +1.993840830830284100e-06 +2.582878664073825673e-06 +2.883817672633994391e-06 +2.904086743425176391e-06 +2.695713730987182933e-06 +2.360762177069069429e-06 +2.029277845863121691e-06 +1.943266834197605441e-06 +6.171932827552465285e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.710026119742648610e-07 +1.970865618865877370e-06 +2.685506412843244935e-06 +3.038005968612124469e-06 +2.739131822877607643e-06 +2.877563231188126349e-06 +2.852536372402058184e-06 +2.751126850819458214e-06 +2.516668048046082942e-06 +1.403792040417028983e-06 +2.133686746516059474e-06 +1.191262131487106720e-07 +1.706668117726570854e-06 +2.986363534906403998e-06 +3.990880767131044880e-06 +4.090731471320641767e-06 +6.063945543026519978e-06 +6.342950795481897798e-06 +6.006616730214210111e-06 +5.657838194392413972e-06 +4.722351611509301222e-06 +4.008493601416814546e-07 +2.696578619272338235e-06 +1.349356040930053971e-06 +3.127157181097627214e-06 +5.207417044919825155e-06 +1.057344433113757958e-05 +1.449055538930066755e-05 +1.723568091897119487e-05 +1.762192541555124330e-05 +1.694881605073409193e-05 +1.586459534200057424e-05 +1.372031281679655536e-05 +2.834531161457569727e-06 +7.259241438420979464e-07 +2.493733474100379366e-06 +7.328714404725826740e-06 +1.685121222835212219e-05 +2.216628155686966426e-05 +2.204145596096242183e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.129948670239255763e-06 +5.613269640334931321e-06 +1.144716109111842691e-05 +1.837954210728653210e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.369789648751125230e-05 +4.172081193314715374e-05 +1.612932524250271720e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.903347705833695593e-05 +3.791740356934180007e-05 +5.627631573762771362e-04 +1.782915288350881951e-03 +2.291644768851095870e-03 +2.251442391159372454e-03 +1.829392098542842720e-03 +1.203796422669010935e-03 +3.497862736283060365e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.410403283480174320e-05 +0.000000000000000000e+00 +2.505135350061388644e-03 +4.598132504530085679e-03 +5.194156557362603240e-03 +4.717290998061576812e-03 +3.771052379705052120e-03 +2.707019185090904587e-03 +1.695230283389541912e-03 +6.094327451581788967e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.127588330264558500e-03 +7.397423851817715515e-03 +8.048135202349846612e-03 +7.080607606533350501e-03 +5.588373969453693316e-03 +4.109176193472394330e-03 +2.774812808341499838e-03 +1.491370254073347539e-03 +1.956830954925786780e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.150630556506256584e-03 +5.974373292188223106e-03 +9.059697071970117602e-03 +9.428654254542659374e-03 +8.234620619246273837e-03 +6.581996303251965753e-03 +4.972112414204098857e-03 +3.519098161650925736e-03 +2.181480422296187133e-03 +7.315592575305784667e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.333164085512452334e-03 +5.309662501003585555e-03 +7.667349978196514627e-03 +8.102569396307220118e-03 +7.422428832621986994e-03 +6.296347082545595240e-03 +5.041049589741115021e-03 +3.759028809182302089e-03 +2.464234429511153682e-03 +1.067179860311808469e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.691053830637248090e-03 +3.421350272419393119e-03 +4.597103467627899030e-03 +5.079284762984448073e-03 +4.951835022375956040e-03 +4.391044557611955071e-03 +3.489479051054721406e-03 +2.323329344188044664e-03 +7.924782364699794459e-04 +0.000000000000000000e+00 +1.185947112670299096e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.526885961295398662e-04 +2.543127264273648599e-03 +3.271049111021644400e-03 +3.377237167103036650e-03 +2.837566331802069460e-03 +1.760834570201184630e-03 +2.203325945092600218e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.044628936962582915e-04 +2.185341579301340337e-03 +2.646884686453873734e-03 +2.297168762159224227e-03 +1.148070586428989086e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.129798381475920318e-03 +2.407004434908998486e-03 +1.772083090183173030e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.339279503594862607e-04 +2.429609981299255504e-03 +3.275299622751214057e-03 +3.905926948301927104e-03 +3.862214217069945884e-03 +3.121417404484810691e-03 +1.696877945260700290e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.105517194317988325e-03 +1.183955747822697420e-02 +1.325772352604191739e-02 +1.169171766812856367e-02 +9.222161034136816191e-03 +6.687383920054510746e-03 +4.325680344420929427e-03 +2.193345110536122980e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.400844687803277210e-05 +6.244435030827464282e-03 +1.759095035539858659e-02 +2.136062318409837762e-02 +1.862762292703006722e-02 +1.373303864177859504e-02 +9.214394752385085541e-03 +5.408652943582288597e-03 +2.526983417840876923e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.003398759706954556e-04 +8.238392332543670316e-03 +1.941109784605722643e-02 +2.301287675153844761e-02 +1.994799370981471115e-02 +1.453698403940342776e-02 +9.516768022976211314e-03 +5.352133395400421843e-03 +2.279092868003256868e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.947495399715983115e-03 +1.511192455769042563e-02 +1.729846920123473061e-02 +1.504032955924908439e-02 +1.116993180448412788e-02 +7.366738133731780269e-03 +4.010252850475438946e-03 +1.096631651487340025e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.368656984616617764e-04 +5.130851389585326314e-03 +7.160255566418342703e-03 +7.207429006619799766e-03 +5.963740090583736185e-03 +4.357290311628552598e-03 +2.374969728053855263e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.252103532999691545e-03 +2.181781356021011108e-03 +2.068749240107583924e-03 +1.091701391396126273e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.635736416575800026e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.793189428739708925e-04 +1.324862753894303540e-03 +8.512442766664179896e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.350577669426149995e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.047925146997792309e-03 +2.078920324697072341e-03 +2.219699651215027540e-03 +1.586154815149009049e-03 +2.877678196045718988e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.850159199213702161e-06 +0.000000000000000000e+00 +1.727562099242770446e-03 +3.326285671029706199e-03 +4.171548041916675609e-03 +4.174701132602561156e-03 +3.619091345411874511e-03 +2.603859554615861084e-03 +1.263531255632298345e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.022981862720489812e-04 +4.655577837714057129e-03 +7.159368351566649212e-03 +7.546696094121048068e-03 +6.639600263146121922e-03 +5.206568937949276367e-03 +3.619777509897531120e-03 +2.000033399738974579e-03 +2.281132643250677501e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000356164352115889e-03 +5.951540073916190832e-03 +9.276843995238670884e-03 +9.646821885441358990e-03 +8.194336456589856182e-03 +6.162942676249819410e-03 +4.175303107647979073e-03 +2.384824558580213999e-03 +5.636518360147868860e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.254283979727365187e-04 +5.211081737155847000e-03 +8.656328423772220032e-03 +9.308367804070502571e-03 +8.001041907249610910e-03 +5.993836192829394595e-03 +4.011637086033659552e-03 +2.266967031116077537e-03 +6.461288231435505453e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.273211517448366102e-03 +6.129212475407498292e-03 +7.008680943427391535e-03 +6.264704449975309897e-03 +4.778870995888911434e-03 +3.170775698772644157e-03 +1.674356815265597544e-03 +1.590714826850099040e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.690592793808601668e-06 +1.232281606694693400e-03 +3.223084439183461058e-03 +4.098274862660856652e-03 +3.885664532989342376e-03 +3.020696382599960626e-03 +1.939999269664286321e-03 +7.535772333135115891e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.834172634099807448e-05 +3.126342398946707266e-05 +0.000000000000000000e+00 +9.270184745155534171e-04 +1.691917652068086839e-03 +1.738483222098490943e-03 +1.300379843843629899e-03 +4.661361564838013101e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.754189687065422575e-05 +4.525891001643371513e-05 +1.888656167846446273e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.701416929197989851e-07 +8.425310115551703889e-06 +2.049837319480500748e-05 +5.643269056048483040e-05 +9.213926678792277428e-05 +1.799431663657531835e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.892995677208935799e-07 +4.464957176788928293e-06 +5.530849602750055076e-06 +1.032675786969216263e-05 +2.329104646230692032e-05 +2.943286594695753073e-05 +2.951435656965562993e-05 +2.680157613465263317e-05 +2.039140902120512483e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.242648897704461371e-06 +3.322260395988406507e-06 +1.547125531432514239e-06 +3.842871987914467154e-06 +5.665431033018531622e-06 +6.434460503211274110e-06 +7.055613281016195320e-06 +8.080155059037206640e-06 +7.278293323337233327e-06 +6.007208094620013490e-06 +4.677175768939107187e-06 +3.317644530762457312e-06 +2.569676491989233363e-06 +5.507570976931179917e-06 +7.443175142960055289e-07 +1.893425560239274442e-06 +2.816625588416015070e-06 +3.364659964269338884e-06 +3.523869612549099839e-06 +3.434176215122280950e-06 +2.753076654400069085e-06 +2.584640646772645722e-06 +2.355152207416582954e-06 +2.061507864336462473e-06 +8.855532068299875952e-07 +1.174550703499212157e-06 +1.725374397883510222e-06 +2.260839014165960738e-06 +2.703808867683528836e-06 +2.976919455990552714e-06 +3.040008153597953955e-06 +2.904963779704147102e-06 +2.604503117323017695e-06 +2.267787506055528422e-06 +1.818551967717119881e-06 +1.698886643116037677e-06 +0.000000000000000000e+00 +3.383735093352153555e-08 +7.275642343175996534e-07 +1.628486517046501537e-06 +2.332458156621582791e-06 +2.715194852757850781e-06 +2.768979765596059048e-06 +2.566079563542292055e-06 +2.220598137806917345e-06 +1.654093072040114035e-06 +1.600174863261937236e-06 +1.416311144269281384e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.991143470568782427e-07 +1.292283381356290073e-06 +2.055923012313680993e-06 +2.416251784438235855e-06 +2.449261867897123352e-06 +2.093697642033306696e-06 +2.085622902748605445e-06 +1.977616757411432316e-06 +1.862198825788821467e-06 +1.684558238929577849e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.614329983784652192e-07 +1.611564777089724906e-06 +2.392433942435285833e-06 +2.290183045530328935e-06 +2.613536905986225857e-06 +2.653697810282456685e-06 +2.662014264768261168e-06 +2.543803136763093301e-06 +2.331805516127146799e-06 +2.053172310874187788e-06 +3.001119367672663594e-06 +2.224961280893897271e-05 +6.346822861205823897e-07 +1.992589338728750154e-06 +2.388698781781792584e-06 +3.183393484530082918e-06 +3.229815982601800533e-06 +3.339276927556762589e-06 +3.518042709825316560e-06 +3.400697459078345146e-06 +3.132350210542842116e-06 +2.602186718979871155e-06 +3.774277101194493016e-06 +3.436344488600167365e-06 +8.941852521424980704e-07 +2.731918169295156038e-06 +4.358301439271356410e-06 +5.962230857672928586e-06 +6.877578290501151951e-06 +8.319117181248373845e-06 +9.517577798259796310e-06 +1.031399459979887346e-05 +1.034728876732033900e-05 +8.998795721074134198e-06 +9.051948473523261030e-06 +5.931719496452043582e-06 +6.422015761976986845e-06 +5.917181542707763822e-06 +1.454437915770843943e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.387531173509262267e-06 +3.118665914448615027e-06 +1.181689945065309439e-05 +2.840810074971271727e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.119652455337119598e-05 +1.774789477478435403e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.400177900571752952e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.004672945313515382e-04 +1.082497168575623052e-03 +1.011402914752835983e-03 +6.001950543175163955e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.039065558930703865e-03 +3.763294290650735178e-03 +4.149063238904591999e-03 +3.686726104922630459e-03 +2.884621335412514576e-03 +1.964136415725258478e-03 +8.699324014397591658e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.526025480024642637e-04 +4.894044309686816294e-03 +7.303009789033441078e-03 +7.545389552038461387e-03 +6.565714197127169895e-03 +5.189307834385751238e-03 +3.791527911019506192e-03 +2.346993450518296189e-03 +8.464794528658680945e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.664875775326009029e-03 +6.453165117374994562e-03 +9.125971135483079699e-03 +9.418010934123418471e-03 +8.392483459303231794e-03 +6.886529962592460342e-03 +5.285003090463400582e-03 +3.688829342841137664e-03 +2.077899889777122013e-03 +2.237974594488804968e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.185563322031244491e-03 +5.071787440091461881e-03 +7.595254318572723824e-03 +8.523994297563777453e-03 +8.313757353832473482e-03 +7.403780151061417278e-03 +6.095810176322615480e-03 +4.567572491570622527e-03 +2.902434219068209496e-03 +9.554497742449316556e-04 +0.000000000000000000e+00 +3.768088203802891071e-05 +0.000000000000000000e+00 +1.696984875349544925e-03 +3.702118302926262101e-03 +5.644270410758952736e-03 +6.758544685373964189e-03 +6.896381157068210907e-03 +6.227076331987064367e-03 +4.976572730408739854e-03 +3.352218797560105323e-03 +1.387063665904906097e-03 +0.000000000000000000e+00 +9.175834553009871926e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.824074442628339565e-03 +5.049527853651988342e-03 +6.152486915104364226e-03 +6.072582548569673173e-03 +5.097519973803155309e-03 +3.510800750789441586e-03 +1.342555617301496428e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.608680187893808070e-03 +4.555595442272248295e-03 +6.017581824137711345e-03 +6.107276794147947080e-03 +5.163679549475505906e-03 +3.458328401472917073e-03 +1.104321623118855898e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.448234062109935771e-03 +4.826347851147378201e-03 +6.464680406720795490e-03 +7.088257861424383799e-03 +6.680241576123644408e-03 +5.393484002809548206e-03 +3.329334056747556506e-03 +9.573462273954535737e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.043088684724526448e-03 +9.028937129746028925e-03 +1.078629000013536614e-02 +1.073635780796598424e-02 +1.008262995696272354e-02 +9.076833796008902319e-03 +7.638940225623581763e-03 +5.758549478762566010e-03 +3.353091536661315531e-03 +3.882485823636866798e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.707446500095863726e-03 +1.441160462137955518e-02 +1.712509253830173800e-02 +1.573454209295081785e-02 +1.321444101441993264e-02 +1.076772916145494509e-02 +8.402306881834293098e-03 +5.963314163346790028e-03 +3.178426283346004900e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.944324281859915082e-04 +7.929123862722429680e-03 +1.620254641056019518e-02 +1.837534091218243765e-02 +1.658950430269437448e-02 +1.369883358546066139e-02 +1.093999587054445000e-02 +8.333817896622708679e-03 +5.732723049720302860e-03 +2.832096365218546470e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.305373759327184864e-03 +1.208506168396106598e-02 +1.357783453097151372e-02 +1.283392291465895035e-02 +1.127952040637538074e-02 +9.466081763428450119e-03 +7.379832761794101123e-03 +5.023735546778753877e-03 +2.025776908807786370e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.948082972980940915e-03 +5.365863561150012971e-03 +7.105130023611065659e-03 +7.752450900946335904e-03 +7.400583224240201569e-03 +6.157972027549088283e-03 +4.218228829702213266e-03 +1.678496367049768425e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.447281965150118203e-03 +5.493345788451239366e-03 +6.034410141437233054e-03 +5.308436666702694498e-03 +3.613654718256364105e-03 +1.298126330428560305e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.394986162076466842e-03 +5.368097079614538546e-03 +5.850722976011166893e-03 +5.072370968048943614e-03 +3.388419704006230201e-03 +1.026507003136362551e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.655281764574627128e-06 +0.000000000000000000e+00 +5.992636878692270174e-04 +3.481073026358936628e-03 +5.777380261805280942e-03 +6.789006865373557742e-03 +6.496924333977429321e-03 +5.230329358288694427e-03 +3.363182076818673535e-03 +1.026941828966287072e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.233069002411747408e-04 +4.663407688581493529e-03 +7.573788817831205236e-03 +8.792384256758973768e-03 +8.489521417162181408e-03 +7.180301469112122456e-03 +5.330128253904325465e-03 +3.241801067832556730e-03 +8.900723144962148763e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.600073614608279017e-03 +6.748923590269683380e-03 +9.958234802733612057e-03 +1.045689690184058163e-02 +9.186673807129503225e-03 +7.157461188492362722e-03 +4.963383954083452898e-03 +2.804209132322238018e-03 +4.759799816591072643e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.230117212244183789e-03 +5.983332458880728615e-03 +9.085839062349884004e-03 +9.456403667557084641e-03 +8.062343002495650848e-03 +6.021457947712226429e-03 +3.949812287658212816e-03 +1.941886573054850624e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.092680858590126074e-03 +5.736952323505928666e-03 +6.343087049765147589e-03 +5.500145282691502706e-03 +4.024808605251690291e-03 +2.466676108272871683e-03 +8.629560100063291082e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.154150365942250102e-03 +2.901606857038396131e-03 +2.660922519023144802e-03 +1.850181906635458987e-03 +7.052364167090251776e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.702616822246418994e-06 +3.099791264207582558e-05 +0.000000000000000000e+00 +6.370843855386999787e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.323845459860629105e-06 +7.246449223770734894e-06 +4.808542682362948440e-05 +7.580150485314981958e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.028526652465002112e-06 +9.313010146535245822e-06 +1.759259957390410937e-05 +1.942797100771241964e-05 +2.058506896079242613e-05 +1.782303215099152006e-05 +1.449651078551351847e-05 +1.185596539662399299e-05 +9.567681390596847725e-06 +7.464118704685927612e-06 +5.443452030874474599e-06 +3.204371717740923410e-06 +4.773498011047946088e-06 +1.828403571157385787e-06 +6.175270421752887927e-06 +7.551179605551899815e-06 +7.848654112648177888e-06 +6.763675488042390774e-06 +5.877216956545945263e-06 +4.567509040342467776e-06 +3.641995054064181466e-06 +2.941917548871301574e-06 +2.279534497134231044e-06 +1.403146649958942816e-06 +2.279655561610915324e-06 +4.157067272830063540e-07 +2.137084673274321394e-06 +3.445242145661846932e-06 +3.896902035688042095e-06 +3.646290937838545869e-06 +3.154356042506970632e-06 +2.271373655774734251e-06 +2.112453873077097323e-06 +1.876881190822963167e-06 +1.582479490297897275e-06 +1.245512721235890693e-06 +1.146566811646656665e-07 +7.386430182351578309e-07 +1.431131252145874128e-06 +2.107558747094972631e-06 +2.520394765682249046e-06 +2.619251075258157154e-06 +2.460894107676214702e-06 +1.782878414911042967e-06 +1.659466367529953601e-06 +1.525837761064249290e-06 +1.333694551534261232e-06 +8.312768393288758260e-07 +1.970550139926632340e-06 +2.083248865062258121e-06 +2.493692785850127505e-06 +2.755406054518975453e-06 +2.883750669357630349e-06 +2.855445840751643551e-06 +2.670000968797765247e-06 +2.356258684571310006e-06 +1.951000521593475882e-06 +1.412242276134005744e-06 +1.321186816970711382e-06 +1.094899187381866811e-06 +0.000000000000000000e+00 +6.197564640617292433e-07 +1.388463604448062672e-06 +2.221973947424990001e-06 +2.725484625246284166e-06 +2.827490735088060922e-06 +2.603219161098918480e-06 +2.194773724648436029e-06 +1.757057729360141421e-06 +1.279520684297258436e-06 +1.089346811024427553e-06 +9.401773327750452601e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.023668132854422085e-07 +1.720822860396620238e-06 +2.131719454866601855e-06 +2.050339523120830089e-06 +1.822873047548606834e-06 +1.410753701966217029e-06 +1.324149948854617365e-06 +1.222317288215922209e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.025772915055597859e-06 +1.568065765028264512e-06 +1.670092776482630221e-06 +1.757055529346997019e-06 +2.238114180150009102e-06 +1.981150509606890764e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.277774380681098868e-07 +3.345065088095738809e-06 +3.079277540491798499e-06 +2.899551729061766350e-06 +2.609464639049682626e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.496437944767138872e-06 +6.052593136931595591e-06 +2.793667920846895013e-06 +3.016678453243937373e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.942076570810296211e-06 +1.631804954305157342e-06 +0.000000000000000000e+00 +3.442697485162375970e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.555064865411746769e-06 +2.376207563060883691e-06 +2.301652223010712780e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.674753839180205567e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.765093594636176815e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.688258827091862065e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.105225552108887225e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.330816254468826036e-05 +0.000000000000000000e+00 +1.982890453451254149e-03 +3.071730228462522718e-03 +3.257232156432741423e-03 +2.816571652096494342e-03 +2.040573260340911108e-03 +1.008636714736548413e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.472473750316097198e-03 +5.379905853903922328e-03 +7.501272522131597308e-03 +7.602302526808333953e-03 +6.584759730760112936e-03 +5.144704969446725965e-03 +3.538194112958397992e-03 +1.776717518514072530e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.710184226678937214e-05 +1.904782695736188108e-03 +6.833397376520006748e-03 +9.715349612674091875e-03 +1.020101787471260936e-02 +9.262941997993238627e-03 +7.677636411283542649e-03 +5.822828383286167940e-03 +3.844342153901026630e-03 +1.629839483596178407e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.354182195137231025e-03 +5.169806887064956093e-03 +8.007224933552326007e-03 +9.482027402968318947e-03 +9.661985817472512963e-03 +8.824315049203793060e-03 +7.294688363582418206e-03 +5.360552105212077964e-03 +3.160844659465031955e-03 +6.485399894713340290e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.602548637363623827e-05 +3.455425538205398467e-03 +6.384429414261386104e-03 +8.216387196163665516e-03 +8.669637641135928205e-03 +7.899881123468880176e-03 +6.270851213899670575e-03 +4.097184922051722543e-03 +1.283771237224114008e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.523102261314280722e-03 +6.527947604751315087e-03 +8.029911076083152618e-03 +7.989411869153667523e-03 +6.730666271974218920e-03 +4.671187932338245925e-03 +2.041286324846992416e-03 +0.000000000000000000e+00 +3.736401919513976415e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.925574923423303764e-03 +5.937443538388186177e-03 +7.724582117733060950e-03 +8.007664082622869758e-03 +6.953857942025899914e-03 +4.950015553233929472e-03 +2.337180936861932116e-03 +0.000000000000000000e+00 +4.337222090701151891e-05 +7.217402825891945694e-04 +1.991287160766345554e-03 +3.174606461255260938e-03 +4.707342933035331932e-03 +6.579220670011407673e-03 +7.955057046771352169e-03 +8.130968456040067391e-03 +7.061393969646848935e-03 +5.017810628805775830e-03 +2.274930271487847055e-03 +0.000000000000000000e+00 +3.204071753089816161e-04 +2.661152093237160142e-03 +5.152033277606510135e-03 +6.138576375050125260e-03 +6.726932719415898952e-03 +7.502192116722397781e-03 +8.300987949238967933e-03 +8.217102639307439019e-03 +7.028410565741791648e-03 +4.894004168319514986e-03 +2.003751215458112519e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.899193054028798379e-03 +5.967030365020821632e-03 +6.530394122038170497e-03 +6.893491271840954983e-03 +7.468787350004574103e-03 +8.200565767316212243e-03 +8.053215374250679778e-03 +6.797733704749385833e-03 +4.589493627865011763e-03 +1.480547171637980764e-03 +0.000000000000000000e+00 +1.504207015768431834e-04 +2.198028607221925394e-03 +3.129921218214519289e-03 +3.786589430425475571e-03 +5.094618206820144754e-03 +6.522730899554298259e-03 +7.679591924390389256e-03 +7.668536776352981137e-03 +6.402693464484538605e-03 +4.117061994499933777e-03 +8.773145277687021369e-04 +0.000000000000000000e+00 +3.759355721090270751e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.793410213700855699e-03 +5.647582103082689903e-03 +7.279965663258921964e-03 +7.328168050059417037e-03 +5.980207759599305735e-03 +3.578208963639401170e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.600451028202062365e-03 +6.001060277553056828e-03 +7.507228125950783995e-03 +7.232119312410711411e-03 +5.600415790953651614e-03 +3.024746016094478646e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.392180547564150078e-03 +5.271987538705073285e-03 +7.704749591336072442e-03 +8.263659321795244553e-03 +7.243582591754882220e-03 +5.169367394278278662e-03 +2.336357427717226497e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.930461454391625640e-05 +0.000000000000000000e+00 +2.617350832832571628e-03 +6.214675148129538383e-03 +8.822153921532139773e-03 +9.632216150356439840e-03 +8.822852214272852017e-03 +6.936743265662737024e-03 +4.460929809059229097e-03 +1.563624802511266211e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.577855617921878898e-05 +1.851865882229466629e-03 +6.417105789454640753e-03 +9.841033412243172657e-03 +1.098760279303989500e-02 +1.021442214285833879e-02 +8.301960296205999554e-03 +5.896378333544964948e-03 +3.302799750352244674e-03 +4.703452301168923894e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.192331154606597531e-05 +1.936249934670970308e-03 +6.739834664753268159e-03 +9.660709572909979836e-03 +9.930309156412159277e-03 +8.490206164054173166e-03 +6.329099787346924993e-03 +4.039068606581953762e-03 +1.675717723619465308e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.232346783447576781e-04 +4.084680859644185952e-03 +6.076948876054377897e-03 +6.141435526089900586e-03 +5.012518138844704492e-03 +3.419760768989613293e-03 +1.718062053019574860e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.480096986706239271e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.616505506525643980e-03 +1.868532499235592108e-03 +1.348347955411465827e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.643669855189418048e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.256124360472075505e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.111644285162831587e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.008495086410483764e-06 +6.311370509778684060e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.387788538661479162e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.094080576526107411e-06 +6.615562604923343949e-06 +3.925337436221004646e-06 +2.090972623770486449e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.859504250845089542e-06 +2.845240268037634784e-06 +5.197349518891583956e-06 +2.964640153715196744e-06 +1.844686402435119880e-06 +9.876179241292768009e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.061023737375094470e-06 +1.817526016105156914e-06 +2.238638969221783566e-06 +2.113733205751652638e-06 +1.592967667209225989e-06 +1.086273083225302676e-06 +1.222238425058903381e-06 +5.843292356106924607e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.467571462339244915e-06 +1.867034223035192342e-06 +2.103348762869123891e-06 +2.200208689578274676e-06 +2.049544683562652238e-06 +1.726883400984114285e-06 +1.364668044616044894e-06 +1.049773239847013578e-06 +8.583359263226396011e-07 +6.508980803577297625e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.479830625251825162e-06 +3.260674801015691642e-06 +3.440506025843306500e-06 +3.305734632217111713e-06 +3.044039876642792352e-06 +2.689977646072517973e-06 +2.267449341901754912e-06 +1.800635852245262410e-06 +1.416102742901195703e-06 +9.427529508548106175e-07 +7.218655034654333124e-07 +7.003055042893544470e-07 +1.179213068576228726e-06 +1.733436514912208212e-06 +2.444902879371573922e-06 +2.995316454696181155e-06 +3.147217861805901461e-06 +2.898030404822821146e-06 +2.387474071336599115e-06 +1.809940943171532853e-06 +1.339720119437454497e-06 +1.017235040958979180e-06 +8.300137011980711745e-07 +6.540832347113024519e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.188516256128089833e-06 +2.210743709931220733e-06 +2.152475922192085730e-06 +1.653704598569501220e-06 +1.215474478243869053e-06 +1.794940779670021032e-06 +1.330451590157105715e-06 +1.020786159746787565e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.873246785808289561e-06 +1.622161458244741763e-06 +3.069225722168194599e-06 +2.412170387384352007e-06 +1.837379010991985128e-06 +1.671323910140432883e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.276244726667347424e-05 +0.000000000000000000e+00 +3.818282155100428565e-06 +2.991841025658108966e-06 +3.139354251248448447e-06 +2.779347052734501883e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.828337664990977650e-06 +3.304700790484474469e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.835392067333445227e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.323310738535513845e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.250509583797803587e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.972262954145683270e-03 +3.538012985999388575e-03 +3.569190563849068860e-03 +2.920896706512961065e-03 +1.742464523672054063e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.790206816369354319e-04 +6.154313846609517531e-03 +8.986174835812512501e-03 +8.976519653848630265e-03 +7.537579532432839985e-03 +5.626073669335871982e-03 +3.429209303549039106e-03 +1.117428732166454372e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.938132425324114453e-03 +7.916241184424811436e-03 +1.072234204851545136e-02 +1.123073631803980094e-02 +1.022727854339452666e-02 +8.413419062881566379e-03 +6.142129825772840376e-03 +3.742183113769422757e-03 +1.024010603150298914e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.876025454739289041e-05 +0.000000000000000000e+00 +3.336199270802100124e-03 +6.467072590389334567e-03 +8.753253071459654935e-03 +9.647684280532010936e-03 +9.182557291983186806e-03 +7.658808390387689645e-03 +5.451084159811300615e-03 +2.545541336906263427e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.977274955156582560e-03 +6.910805177350104120e-03 +8.241348202590873667e-03 +7.930488365051283767e-03 +6.341180893903832112e-03 +3.837344119564586008e-03 +3.675076721289896077e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.913819671350337107e-03 +6.634557242806173732e-03 +7.454947596374052535e-03 +6.574079418935800147e-03 +4.448592858524793268e-03 +1.499075022499623362e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.709995483119149465e-03 +5.182547368456117201e-03 +6.766189128964565300e-03 +6.440566322763733274e-03 +4.615797530443162960e-03 +1.441637027921275271e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.040830845287914429e-05 +4.295870037406739408e-03 +6.213746215450888927e-03 +6.176273929318900832e-03 +4.513181076257066424e-03 +1.471088976963422007e-03 +0.000000000000000000e+00 +1.044878537215793999e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.888799492089561449e-03 +5.936335829673311006e-03 +5.931681205615200493e-03 +4.238330869354332668e-03 +1.094584972798767547e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.811187708843165385e-05 +4.269429061507457046e-03 +6.050928297581621360e-03 +5.780604347448328739e-03 +3.842837122482385334e-03 +2.790045632560756925e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.468371473402999547e-03 +5.485439004415313541e-03 +6.543933385507023047e-03 +5.684369342030161018e-03 +3.331645214629946894e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.796720561645529261e-03 +5.324605752726663602e-03 +7.199727878226674926e-03 +7.119419360918111464e-03 +5.435747235014548075e-03 +2.508235357528278836e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.241373548959054513e-03 +6.622304080367956078e-03 +8.560302742656197492e-03 +8.664164809789386829e-03 +7.235804571335336874e-03 +4.751664766841869579e-03 +1.469707985104223673e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.043645550974383904e-05 +1.146039987070937745e-03 +5.100886847446347259e-03 +8.727863865712316704e-03 +1.052390212039832143e-02 +1.035689241364685237e-02 +8.746744224554950028e-03 +6.300494016989895835e-03 +3.357333235428766865e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.679331475591283764e-04 +6.539746376673924617e-03 +1.003345695754627800e-02 +1.054469464528800561e-02 +9.102976967160182273e-03 +6.740751148666776493e-03 +4.147075361915293808e-03 +1.477463443226750264e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.303249669423875150e-03 +6.620157631657736311e-03 +6.571025694395579535e-03 +5.125649683835444351e-03 +3.180097858797720656e-03 +1.201400722621569824e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.834024527095354082e-05 +0.000000000000000000e+00 +8.102659074469073389e-04 +1.673325622739324113e-03 +1.427876689418590157e-03 +3.480633024384427975e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.430171248761517611e-06 +2.001503861865104129e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.068127345993514216e-06 +1.920539218874418620e-06 +2.264911193261794971e-06 +7.336576698598789773e-07 +5.602252292942315972e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.596304249808487365e-06 +2.526965819525638898e-06 +1.813380051602429343e-06 +2.675044956356315668e-06 +1.431072992720131970e-06 +4.998333131369591894e-07 +9.376827445117919354e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.431359064387970771e-06 +3.165381643068427362e-06 +2.750170016840213929e-06 +2.175179699340196059e-06 +1.495927644185009842e-06 +8.604023115664441453e-07 +1.436607639341226809e-06 +8.224170259726794685e-07 +3.378244561238704766e-07 +2.173131076017361277e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.484207806435479636e-06 +4.748553691147432426e-06 +4.569640847744223361e-06 +3.903853499685577450e-06 +3.187531527298769792e-06 +2.507064663796901652e-06 +1.854935406208157417e-06 +1.347582143152833694e-06 +9.382745256011968809e-07 +6.538561146089140312e-07 +4.439144994907762604e-07 +3.860913100946263112e-07 +3.913051599493730568e-06 +3.642538879022398901e-06 +4.028441854745360024e-06 +3.958049749834036913e-06 +3.562852855062878635e-06 +2.903396829351078484e-06 +2.115231114650606100e-06 +1.452165395262002309e-06 +9.526550647095341388e-07 +6.628813431637040644e-07 +8.637848635104767220e-07 +5.243020904533711699e-07 +0.000000000000000000e+00 +4.498545144242043548e-07 +2.072406043232446440e-06 +2.645244702327869776e-06 +2.052265738620335423e-06 +1.196313183351090659e-06 +1.893615497390638634e-06 +1.288868743213120126e-06 +7.850568975051992855e-07 +6.285820711911712892e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.808609889055574966e-06 +1.649505456361894971e-06 +2.687424379570139057e-06 +1.782991593179476555e-06 +1.627956465815000982e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.604242982926254584e-05 +1.983449255406774431e-06 +4.594486360028306445e-06 +2.952222935025929115e-06 +3.066794093767316214e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.422806726750929469e-05 +7.879784812674587091e-06 +5.001802492922840969e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.113249053512629565e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.570538066154238216e-04 +4.904733028405629074e-03 +6.559278399331682288e-03 +5.700213171106933291e-03 +3.918166755994449170e-03 +1.993694165766245197e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.839346120361748792e-03 +1.019178641910674366e-02 +1.193156567227538975e-02 +1.088045509235291940e-02 +8.551785599638999161e-03 +5.885065014244472877e-03 +2.843344535525849613e-03 +1.256150066619437112e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.628250608998205541e-03 +6.978865286380029828e-03 +9.646086710984713708e-03 +1.038805578625210876e-02 +9.645383640483163462e-03 +7.913220621533231455e-03 +5.464792547682811863e-03 +2.720707890982913477e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.026506141391451465e-03 +5.001677886088822488e-03 +6.995755060452947538e-03 +7.416638421029232882e-03 +6.366222457335343581e-03 +4.204894416455209546e-03 +1.082658173852469978e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.723752840946720537e-03 +5.318405330955042025e-03 +5.902455872735900069e-03 +4.689390017258579860e-03 +1.998197954467171265e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.904394239566642812e-03 +4.856625175293307478e-03 +4.571081051419392458e-03 +2.333643495420499592e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.253196726404203322e-03 +3.961182257123285928e-03 +4.218515578581366783e-03 +2.275380630253078483e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.932066052611586411e-04 +3.593794593164657131e-03 +3.957377197766355145e-03 +1.827321755187478330e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.676152922694396563e-03 +4.013880628916463231e-03 +3.912119982123297979e-03 +1.603820215837787905e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.627878881974542469e-04 +3.890300338516381341e-03 +4.940187165030564265e-03 +3.879876682849806632e-03 +1.200643923997739369e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.571948031216118782e-03 +5.211721480099220684e-03 +6.337809776794798428e-03 +5.676383699315558709e-03 +3.293013883068676359e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.148641084457343312e-04 +4.205750409508511589e-03 +6.897786546343909718e-03 +8.674259757553603317e-03 +8.882614196034614371e-03 +7.705575612665930239e-03 +5.458445875589900201e-03 +2.367874461845263703e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.465023893338067484e-05 +3.339372144797928162e-03 +8.813337053286815145e-03 +1.149658089253078122e-02 +1.133070846653230768e-02 +9.430312703157549270e-03 +6.715189024976702011e-03 +3.645035770421917697e-03 +3.460135110227032613e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.508073468514725245e-03 +6.754172216048938415e-03 +8.987362433239524592e-03 +8.239467437512099784e-03 +5.999038238226725613e-03 +3.304603388103172570e-03 +6.976862193988283027e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.570882367557691105e-03 +2.613560801710861341e-03 +2.179928062700140900e-03 +2.364784343648895781e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.130519165080600737e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.525160248959716653e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.233816242004357932e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.721935131645671565e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.387309300654625452e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.629390094058907106e-05 +4.398572705167510186e-06 +1.269312734194860029e-06 +1.847127916704022983e-06 +2.008764605986328652e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.632282220825933411e-06 +4.888017763543998224e-06 +3.431279336308383181e-06 +2.115584780603563462e-06 +1.006555152737435961e-06 +1.639660362213665910e-06 +8.189108662778871944e-07 +1.634639514610479689e-07 +1.053168678530236718e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.931404896981944082e-06 +6.499044129847711675e-06 +5.849749234131165337e-06 +4.547084614731519185e-06 +3.335099670895722433e-06 +2.342931994354684733e-06 +1.545752996483898114e-06 +9.616291010812366373e-07 +5.416070275712999059e-07 +8.294532034163033837e-07 +4.308923165092872412e-07 +8.803697650230996828e-08 +8.284461257572048369e-06 +6.479182445751975841e-06 +6.188209580517629372e-06 +5.099309614461743886e-06 +3.945600893613362528e-06 +2.837125998906184629e-06 +1.849345309790868896e-06 +1.111976783178531105e-06 +6.101396612436687975e-07 +9.507175123964285256e-07 +5.518400416884439612e-07 +2.062621982061606208e-07 +4.000551556838456208e-06 +2.983159927782453977e-06 +3.293760349081290357e-06 +2.863755977996065304e-06 +1.784925993372487615e-06 +7.042576911445969114e-07 +1.382923511505769913e-06 +7.091696556588518289e-07 +4.186990871358601479e-07 +1.999044002078614449e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.621612175574135355e-05 +5.148608593346935665e-07 +3.268652463365936627e-06 +1.394100671115524622e-06 +1.992162224414182952e-06 +8.778019970305923188e-07 +7.930849470221318100e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.719711914537892894e-05 +5.156877947600735528e-06 +4.692041707341996247e-06 +2.872034403446859173e-06 +2.137195969386405567e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.547500625716944480e-05 +1.264143774101361119e-05 +4.772604343858691541e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.597015175085650415e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.685823043418144111e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.553869672605456180e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.127605991256980368e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.403394973677092639e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.685413695122083591e-05 +2.914522735472749662e-03 +3.336497634316760476e-03 +1.726775753373721968e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.207395826945755875e-03 +1.076400145333455266e-02 +1.115675750667469851e-02 +8.540315987156738009e-03 +5.035547914562533804e-03 +1.845906898183796241e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.678806754549854674e-03 +1.183080923470115377e-02 +1.313108301958105899e-02 +1.135219125902245559e-02 +8.396702024412080675e-03 +5.219161739719290101e-03 +1.668828488399512694e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.049790074577656052e-04 +9.019060551468099235e-04 +4.278074723661133387e-03 +6.681986269911600017e-03 +7.830103311189516579e-03 +7.475727672421327540e-03 +6.023064792010513445e-03 +3.652658501910404764e-03 +6.275656141329820576e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.251959669903151585e-03 +3.657614903258289349e-03 +4.586444918582082211e-03 +3.826353818312349959e-03 +1.525459788126587706e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.147751978328917705e-03 +3.025335069191057488e-03 +1.764830882590874301e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.067092989913955035e-03 +1.334781301803617199e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.654967488548809073e-03 +9.547309595900947644e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.225877080008903944e-04 +2.179765443788072438e-03 +9.485164677944175112e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.687744084019967552e-03 +3.308455678261125726e-03 +2.994112637525961438e-03 +5.937292687723926682e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.312528476683513301e-03 +4.360740179597510577e-03 +5.735405879396270924e-03 +6.196868320515417500e-03 +5.384775228629639157e-03 +3.097778936546569713e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.237228943146404747e-03 +1.077604675613696994e-02 +1.234666882404608992e-02 +1.118088075184501227e-02 +8.707817187887795241e-03 +5.688492470979674386e-03 +2.244588120242668738e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.195789219927739351e-03 +1.188559731195921662e-02 +1.318892998076184875e-02 +1.071829491711342487e-02 +7.031162003881920482e-03 +3.239377820861832381e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.652510159252148449e-05 +2.729437584296595404e-03 +6.199712306814815325e-03 +6.554621369991710071e-03 +4.658191279827802317e-03 +2.003234699242109097e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.430607474646748744e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.282522323844735973e-06 +2.259429505623913994e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.010713954130392580e-05 +2.750307113828112882e-05 +0.000000000000000000e+00 +1.440321530723336028e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.604427522617803554e-05 +7.603500741315071017e-06 +1.099518385422438101e-06 +1.334939761152665666e-06 +0.000000000000000000e+00 +2.063070825103154358e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.175137286882233526e-05 +6.963413259461154414e-06 +4.232757942643785331e-06 +2.115349337044342204e-06 +6.557698894082454980e-07 +1.241183664009608852e-06 +2.974350843576976757e-07 +2.595009993710103158e-06 +8.240989657094129949e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.041401183996445968e-05 +8.323242954603685416e-06 +7.209287891340159925e-06 +5.232519377152956967e-06 +3.510952455931582017e-06 +2.227075420161867590e-06 +1.302992558263867027e-06 +6.577711219578642800e-07 +2.176165242384661414e-07 +5.687202205002258193e-07 +1.623824855439585933e-07 +6.677432558646938731e-07 +1.369481172048418341e-05 +1.011002365963538751e-05 +8.847688707405888678e-06 +6.394497816195760382e-06 +4.290818374689888445e-06 +2.706091692048862105e-06 +1.564303146297337974e-06 +7.987814584651871642e-07 +3.004558930862711622e-07 +6.583082616455622580e-07 +2.444843624956785161e-07 +1.692219691224840329e-08 +1.409524743504020481e-05 +7.249926895446823090e-06 +4.791048128355502741e-06 +2.755229229437201924e-06 +1.285833695538952854e-06 +1.700775837238247180e-07 +8.085827971639350079e-07 +8.548355463944679418e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.106117326664478312e-04 +8.355619429400481577e-06 +2.599628766784657880e-06 +5.308276131745101411e-07 +9.288175543679623846e-07 +1.608550767554263649e-07 +1.152163371629927353e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.665766147131458232e-05 +2.740980568742241926e-05 +2.616897351024252790e-06 +8.797551411293346657e-07 +1.295714090365035427e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.383961093642822108e-05 +3.331557540689908050e-06 +1.352641778689329718e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.218915696412672147e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.785835928538910279e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.404119568835830612e-03 +8.164930589756733831e-03 +7.335743200234575920e-03 +4.162705005627157645e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.749307868327132837e-03 +1.451117307716722794e-02 +1.418859169435600018e-02 +1.008273024479478322e-02 +5.476581689679894255e-03 +1.609758723171227524e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.639002279470977123e-04 +5.897299138610929102e-03 +1.230659993856471693e-02 +1.334696490829016813e-02 +1.088261051852005938e-02 +7.342005160309058968e-03 +3.780541139978497219e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.856195147172683734e-05 +3.325851651076598779e-03 +5.863025407273415521e-03 +6.822928087079432879e-03 +6.853698212569612168e-03 +5.777951337378387300e-03 +3.850574484927573628e-03 +1.046045074271621626e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.819441379720403758e-03 +2.640960132440826023e-03 +2.587373796515914873e-03 +7.755585497749727022e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.998338838584949588e-04 +1.777308141715037287e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.556057545981340901e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.101310706759151730e-03 +1.549969026202739630e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.980411263612905440e-03 +3.940139176225578022e-03 +4.534242502904232974e-03 +4.386803063773437802e-03 +3.069185881155848689e-03 +5.418264006127205407e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.608223455298320863e-05 +6.130340760618780381e-03 +1.117704459232394740e-02 +1.201690442074915786e-02 +1.008421617001085610e-02 +7.105359021329936409e-03 +3.730636842220387897e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.223129522219912307e-03 +1.569609506471753013e-02 +1.593464606350825444e-02 +1.190112654947630619e-02 +6.989871816374315303e-03 +2.579889587813562288e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.197249933342806806e-03 +1.104415799486599924e-02 +1.137857274110108501e-02 +7.547144033094825046e-03 +3.208189618900052914e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.587827495523488912e-04 +3.151194143380298043e-03 +2.652643639772525857e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.883082277239074668e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.318925138158499968e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.050376676021542566e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.103967952305591925e-05 +1.448860912251256963e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.946394824581414815e-05 +5.613405342209506414e-06 +0.000000000000000000e+00 +1.675532462770290816e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.344669493888079093e-05 +1.405740790704580528e-05 +1.396402277348698462e-06 +1.040690080006890252e-06 +5.684892946617112648e-06 +1.952081707789634758e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.466032764296176966e-05 +9.003868232925711564e-06 +5.145361122259959605e-06 +2.221288469513431362e-06 +4.668263651976643510e-07 +9.677710515813881590e-07 +0.000000000000000000e+00 +6.978591357941836126e-07 +7.455621950295693729e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.269059491256997721e-05 +1.010946741539534374e-05 +8.538778927685823723e-06 +5.948715632367080637e-06 +3.739560522378711710e-06 +2.182927152435174736e-06 +1.141553061195131921e-06 +4.416591129945591475e-07 +8.690794987983222293e-07 +3.596344288505295194e-07 +0.000000000000000000e+00 +6.353032737247012649e-07 +1.911079412403574428e-05 +1.415437726580570999e-05 +1.179279177289038006e-05 +7.817952348599242654e-06 +4.634665225277146029e-06 +2.545670952923197849e-06 +1.279402579675107407e-06 +5.213684776745578720e-07 +3.101227379756629364e-08 +3.860676241966021960e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.314288624461097209e-05 +1.236747380885102547e-05 +6.422234026300517631e-06 +2.381842712837549715e-06 +5.820157968446782119e-07 +0.000000000000000000e+00 +2.340996740118344206e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.209855800848869123e-06 +1.446152228858316006e-05 +8.324410904410873696e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.295894124864555965e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.054451558373556788e-04 +2.675478223362974642e-05 +7.127179954847621686e-07 +6.058781594410744334e-06 +1.720929987074177161e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.108295722396488387e-05 +1.640452000615787186e-05 +3.892998117538243365e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.023493914353891215e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.817227830881125515e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.253305943278905833e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.422803751725176509e-03 +2.683739781021065186e-03 +1.137368065792472094e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.982493748219741558e-03 +1.109826801593515044e-02 +9.721314852226907097e-03 +5.272047711903245747e-03 +3.955930667890096173e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.753677845425790190e-04 +6.885422962246214550e-03 +1.489883877011267781e-02 +1.483325615540903933e-02 +1.005420408345529884e-02 +4.711582772914247111e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.157969766378872222e-04 +8.101237938412714570e-03 +1.461401718698122562e-02 +1.442181270809318565e-02 +1.059374687348994641e-02 +6.072510096391052839e-03 +1.526213023636074006e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.669886826410373143e-03 +1.012908222848590140e-02 +1.028859684014462109e-02 +8.200854371160751916e-03 +5.351950237710802714e-03 +1.979532687750765185e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.658919336740111041e-05 +2.805822949832762273e-03 +6.225408799360460620e-03 +6.895783301445928062e-03 +5.931414643608343140e-03 +4.181295197498789695e-03 +1.787735992989234607e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.866274918436339549e-06 +4.457482940737580307e-03 +6.682404426403889923e-03 +6.635361142839379424e-03 +5.475540027051005627e-03 +3.836118033908242873e-03 +1.464943902891251799e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.282892889874197737e-03 +8.852428692013839320e-03 +8.712244352193074248e-03 +6.904204730761054690e-03 +4.547470449847212069e-03 +1.560372387292250328e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.241204603499822440e-04 +5.338817246904895876e-03 +1.195939645374884987e-02 +1.254221546734475383e-02 +9.479592793966418879e-03 +5.564193359429169851e-03 +1.452794960376180798e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.254797280226790627e-04 +8.828515499340369721e-03 +1.623975237292259871e-02 +1.572602975715490722e-02 +1.084680902997949524e-02 +5.430160515641446056e-03 +6.800250611860414853e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.712983406489812808e-03 +1.452956590413760282e-02 +1.347322098613242675e-02 +8.266995275614821836e-03 +3.043437139779651794e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.183398549334230471e-03 +6.118800844074854910e-03 +5.735143026195256739e-03 +2.361698470903475251e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.597987842388117459e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.640649982191852173e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.817987171494929763e-05 +9.110454240308108954e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.446769364707865184e-04 +2.853283633562141047e-05 +4.792046093813502137e-07 +2.664460807054467064e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.036100461859568098e-05 +2.037465272923760363e-06 +6.529551678773887383e-07 +5.969763169011487159e-06 +2.217225491636432139e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.554781179626952127e-05 +1.185371237761766660e-05 +6.066351258513504472e-06 +2.437911868683288188e-06 +4.255893958358510704e-07 +8.205850521691411660e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.152002303129904609e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.451211736642162255e-05 +1.170908701501699345e-05 +9.776642187573740685e-06 +6.673754889196849293e-06 +4.039321835070908649e-06 +2.227367959523969473e-06 +1.069122097499695087e-06 +3.172572691006410299e-07 +7.439120801661312952e-07 +2.142080765768038334e-07 +1.710889502574049299e-06 +6.217630518150786625e-08 +2.421613018674308943e-05 +1.818311128661176710e-05 +1.480841242798282741e-05 +9.352635604935023595e-06 +5.052757551522870897e-06 +2.419990747472069795e-06 +1.023276836970996483e-06 +2.873661658914064326e-07 +0.000000000000000000e+00 +1.540005286518889826e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.079193394399622668e-05 +1.745295480694021947e-05 +8.170618349361983478e-06 +2.019435249102701852e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.360196491844843694e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.310832781957576865e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.132185275893740949e-06 +1.610481738852409393e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.560618743432820885e-05 +1.371709940987470488e-05 +6.603742134334020385e-06 +2.377284204428537228e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.777556367577007491e-05 +1.661591028389431237e-05 +4.931411105490835121e-06 +4.060749589332540404e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.158340750944555780e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.806817932894149617e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.860788392712611801e-05 +1.676324080250684319e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.354473937566844819e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.371022939621928469e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.144363501797206801e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.329421534763242989e-06 +1.045586486448456427e-03 +3.055281111592362056e-03 +1.852970914210656838e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.868847565553955575e-03 +9.199828157300495718e-03 +8.310945970963996843e-03 +4.230002085092519903e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.985988268171315328e-04 +7.465263724563800211e-03 +1.343064180798714258e-02 +1.230263326178567852e-02 +7.538609313083150486e-03 +2.444664949447818581e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.360864037382009763e-03 +1.340604346527642446e-02 +1.265521278574720590e-02 +8.459693615248323542e-03 +3.716164682874238158e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.224963813175172363e-04 +6.065478120117696187e-03 +1.205710273926396611e-02 +1.179158658378440597e-02 +8.216883224242226696e-03 +4.000429271150796051e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.285054108408439703e-04 +7.954451817816215325e-03 +1.316257948267531529e-02 +1.202670517947366548e-02 +8.113660051083788211e-03 +3.851023382131374580e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.933837968322107401e-03 +1.375176361416235310e-02 +1.244096125867185515e-02 +8.059518543134226720e-03 +3.433416350546911276e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.633005879491250534e-04 +6.283897046625316549e-03 +1.289867767665016374e-02 +1.199418242048759346e-02 +7.306144909986767889e-03 +2.534351648736093716e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.246990496931819487e-03 +1.157758250672228512e-02 +9.820630704174052733e-03 +5.242372937026977195e-03 +4.642081624282455750e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.401115023540261448e-03 +6.509517173293347808e-03 +4.990606945320786789e-03 +1.116700921652149115e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.033073838349080736e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.049442316947308519e-05 +7.963001369059237273e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.006003234494749509e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.861960217916331723e-05 +1.236551545589155159e-05 +2.160515794110818342e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.537013217997104635e-05 +2.771113244611947047e-05 +1.237816071790238490e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.155569264693219445e-05 +2.850860015604509627e-06 +1.201163734200357072e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.853657200327005068e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.636781011722982077e-05 +1.283458456555610649e-05 +6.768939920714864966e-06 +2.774973392686055337e-06 +5.274425569401335389e-07 +7.791393222581025887e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.015831584857492414e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.577003391862156654e-05 +1.286649111966213163e-05 +1.080251394804847962e-05 +7.341501500016478043e-06 +4.421715710503038442e-06 +2.374332578329738161e-06 +1.089105281054398650e-06 +2.799007780539307216e-07 +6.866836102365001465e-07 +1.385218365138901132e-07 +1.777530574215640057e-06 +7.369842400201358796e-07 +2.858906474933079552e-05 +2.193344537578432952e-05 +1.767820779650589583e-05 +1.099245925396414340e-05 +5.639732128198884236e-06 +2.415017006855714850e-06 +8.352235017383970326e-07 +1.046603272354875543e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.165922086149472090e-06 +3.677834654514122882e-05 +2.514022802332904603e-05 +1.012713952952828145e-05 +2.046382818264892339e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.544515785449323453e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.056130743765606403e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.510347383371516566e-06 +2.040671754543079864e-06 +2.461800493570059284e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.403237346715536032e-05 +1.372785289245952903e-05 +7.242074855760023638e-06 +3.175974727881059185e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.512658814484524421e-05 +1.514106726184534598e-05 +0.000000000000000000e+00 +1.760048912904897856e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.673676112855340622e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.411356060066380701e-05 +6.949668181621845233e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.339776456570302963e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.024721100840162748e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.313472293546220741e-03 +3.615028883806565424e-03 +2.754557741903630903e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.400404740938753336e-03 +4.740560190310756303e-03 +4.527068816237302118e-03 +1.970376329135428792e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.088496642568373071e-03 +5.120778333294869443e-03 +5.332676638547628571e-03 +2.902312376255834422e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.501048166128352901e-03 +6.052187537126158326e-03 +5.644789426035367458e-03 +2.931542814195102920e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.555441691091090914e-03 +5.450170198820188452e-03 +4.629760572561349152e-03 +1.757868914970152048e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.218339575158365340e-05 +1.229557775295321261e-03 +3.131096144788860034e-03 +2.136674225317418234e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.868572961192251164e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.975093905989190995e-05 +1.229521973700375273e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.691533698415713384e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.373919166592668541e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.796671111039431682e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.113822316971626799e-05 +1.766056943111011398e-05 +4.444372102714265596e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.725370558884497626e-05 +2.670734577282132856e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.437852263511949656e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.126144286701557783e-05 +3.981436482154805964e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.516116895973030449e-06 +1.000923165385345237e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.735092606660561043e-05 +1.284228108409947750e-05 +7.253586707768688808e-06 +3.254997639810956307e-06 +7.945788799063244283e-07 +1.860874778763192389e-06 +0.000000000000000000e+00 +7.621742543850904809e-07 +1.318510897757359042e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.669031916780153019e-05 +1.362889806712594358e-05 +1.160700124356979097e-05 +8.038944225192730527e-06 +4.892193597035038259e-06 +2.636190531754389477e-06 +1.205290144132120154e-06 +3.251935001851515088e-07 +6.961288322741904665e-07 +1.324403618359789814e-07 +1.887713701499346237e-06 +8.598789123181451167e-07 +3.201364924274672911e-05 +2.481665545050294942e-05 +2.022269616355801779e-05 +1.271382355624889263e-05 +6.478333414074931670e-06 +2.621933690116946310e-06 +7.648884410649735397e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.288372436271793163e-06 +4.186928568479083494e-05 +2.758783114611489289e-05 +1.198753161524138662e-05 +2.736739319998187246e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.143535131726436587e-06 +8.268698478163824970e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.178622425283353821e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.096638474811422123e-06 +4.916933854977793315e-06 +2.529303007701897742e-06 +7.546628317322895314e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.256561318127755136e-05 +1.382160226840620493e-05 +0.000000000000000000e+00 +4.016275119753899178e-06 +1.419313592493209367e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.103042358305512305e-05 +1.735126315044263967e-05 +8.026796841674054247e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.174733239625964205e-07 +1.063599310188112154e-05 +2.943056372141490037e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.544647523507580284e-05 +6.878188828651547889e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.099112174367206403e-06 +6.260746934177860234e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.868295271440234386e-05 +2.154651722630234322e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.427909636578885403e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.292357948659065102e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.212085433313942794e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.558729681879978012e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.122492888090230228e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.621824993845793702e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.154890221925923527e-06 +8.748307750286358660e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.594421856541121826e-06 +1.288664658045356453e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.249687612841292217e-05 +2.288015597511681599e-05 +2.486495061757607670e-07 +2.253780527437791210e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.981563610656709521e-05 +2.267490673035897850e-05 +7.187752653776913138e-07 +0.000000000000000000e+00 +3.095898602771380715e-06 +4.006341516308601645e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.028706832814111869e-05 +5.567487026597791602e-06 +6.548097162258573655e-08 +1.890628632125688304e-07 +0.000000000000000000e+00 +1.811580074109055575e-06 +2.334518271333411038e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.637345474108139993e-05 +1.221967589533762944e-05 +7.555098234034470047e-06 +3.864666691722558925e-06 +1.248621785297344494e-06 +0.000000000000000000e+00 +1.260463679859723940e-07 +3.384927563016127207e-06 +1.687167282152581365e-06 +3.516561082473482622e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.724379946848540848e-05 +1.405410504158186908e-05 +1.221919811826146382e-05 +8.703887164206575483e-06 +5.449039362964480104e-06 +3.023580486823470068e-06 +1.423325544119932781e-06 +4.491902111338373850e-07 +7.650704905246480635e-07 +1.899457172304281712e-07 +0.000000000000000000e+00 +1.018554448062695698e-06 +3.444859492103231142e-05 +2.682488882330731904e-05 +2.241602811236909852e-05 +1.451328596805740549e-05 +7.616357601614918261e-06 +3.115944312383549978e-06 +8.667127678363130458e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.431225902674401170e-06 +4.119008944057325110e-05 +2.416731892551249197e-05 +1.360854881764074630e-05 +4.113985639624683428e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.416429917810289779e-06 +1.130675250777233447e-06 +9.670408349091438254e-08 +0.000000000000000000e+00 +3.826106318087962101e-05 +2.977581596704256554e-05 +3.440773052011883262e-06 +0.000000000000000000e+00 +8.235741112672751509e-06 +0.000000000000000000e+00 +3.022331806836196668e-06 +1.289449809331151386e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.630840035907558210e-05 +2.195586582409063490e-05 +1.355860641510325349e-05 +0.000000000000000000e+00 +4.759298933396211256e-06 +0.000000000000000000e+00 +4.801496645304634030e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.300698363052542655e-05 +1.776333362854504394e-05 +9.306760730701677057e-06 +4.649842935670536200e-06 +1.869964276327699574e-06 +8.896479889955849067e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.725215456608779699e-05 +8.140826330596379442e-06 +7.186141354900078796e-06 +2.291396596825089001e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.274557941183511712e-05 +2.367423501006620749e-05 +3.853389748793100562e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.987782783920606316e-05 +7.111375959516271599e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.930583060801513725e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.040637748507797138e-06 +6.661661844179199318e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.123226278819154731e-05 +1.180068998644874984e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.182850307411404128e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.521356693402609776e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.099155583411725183e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.880181754651500265e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.986573882608312044e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.133570931171274088e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.285944597561894939e-06 +1.307097355216846434e-05 +1.213875980745692275e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.093886889361104622e-06 +5.557656711952451648e-06 +3.830504370151388053e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.176595490231044657e-06 +1.169828941584566130e-05 +4.136337658454014868e-08 +2.214377052963143913e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.906204921253723476e-06 +1.962312785406366536e-05 +3.641185511868081747e-06 +0.000000000000000000e+00 +1.554505080361196562e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.123736808383076194e-05 +1.701822333021666732e-05 +4.828402097699409181e-06 +7.308090148272615446e-07 +0.000000000000000000e+00 +1.805489149683253872e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.309748443045473135e-05 +1.419859791470418989e-05 +6.797797808974611402e-06 +1.408524487229817972e-06 +2.263470615816026286e-06 +0.000000000000000000e+00 +2.616339594819584524e-06 +8.097515429026505500e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.464443485087537798e-05 +1.131974780053455316e-05 +7.716724769422688622e-06 +4.535981329420777798e-06 +1.873909698934158113e-06 +1.843811001044240024e-07 +4.835890838426876815e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.604616244502051944e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.750070819654716685e-05 +1.425491423029767008e-05 +1.270348738405991613e-05 +9.348490905028459337e-06 +6.085862425089754157e-06 +3.536540108915159122e-06 +1.749396837683028306e-06 +6.505732844047392714e-07 +2.522999558821404812e-06 +3.009108315042954211e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.599991614342934031e-05 +2.843540238239473266e-05 +2.434845105744395000e-05 +1.638225161732728504e-05 +9.039829147331923624e-06 +3.941424034494329924e-06 +1.184657544707670411e-06 +2.267234532547131174e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.585623366310894511e-06 +3.413731138244522094e-05 +2.353962011584553722e-05 +1.526750225853056733e-05 +5.990621930887288622e-06 +3.299132167890098010e-07 +0.000000000000000000e+00 +5.992241749258321888e-06 +0.000000000000000000e+00 +2.689664208099953305e-06 +1.444206649843775001e-06 +4.284660776757984952e-07 +0.000000000000000000e+00 +3.859400899623507551e-05 +2.111982497488316480e-05 +6.679075016193972381e-06 +0.000000000000000000e+00 +8.265479668832981770e-06 +0.000000000000000000e+00 +3.475061567400240018e-06 +1.808072416893598788e-06 +5.158776561487242204e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.969196919706420129e-05 +2.704390668043370633e-05 +0.000000000000000000e+00 +8.475551064622593089e-06 +5.312124382001300266e-06 +2.969758245729279669e-06 +1.242988191071171564e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.086994045599626805e-05 +2.225067206228322403e-05 +8.793371710397873009e-06 +5.316903743116214187e-06 +2.832343843197089195e-06 +1.068687311972667689e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.102630627754545280e-06 +0.000000000000000000e+00 +6.659408866428986515e-06 +0.000000000000000000e+00 +1.428351624086358414e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.061142401921716362e-06 +1.975184618970726074e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.241641957258002406e-05 +2.107627314253210048e-05 +4.770375436847943017e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.336118530364097669e-05 +7.925764245311767622e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.249342475277526078e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.314717993878758728e-05 +8.057240018395237878e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.835233534811114618e-06 +7.609447021244168830e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.474499394410734310e-05 +7.844833313270392270e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.230601583459830849e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.015866084308889881e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.867202731941721604e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.858013308936692554e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.127559031869301934e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.983863985834146910e-06 +1.058627012996672816e-05 +3.162869180624947938e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.821299905350824564e-05 +6.237023047756430768e-05 +5.187246076477069210e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.094032984267028978e-05 +5.575667016738733634e-05 +4.028079364083152931e-06 +1.638494732962247655e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.281836172350802160e-05 +9.571214683971414602e-06 +4.142624204923604802e-06 +4.903755421147972134e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.553525213499838876e-06 +7.479032256322212181e-06 +1.778620278596867990e-06 +6.880041736492986279e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.838037588112291913e-06 +1.114873523489518189e-05 +5.572645222489535651e-06 +3.054180721131697282e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.968431639815897466e-06 +1.688082449131386999e-05 +8.801543715873189961e-06 +1.355228779502856472e-07 +0.000000000000000000e+00 +1.131518499905862315e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.547716100273787537e-05 +1.589876332227926832e-05 +1.128483583603703473e-05 +1.825218702292707466e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.070734719380901848e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.237751752158038525e-05 +1.611225440211978344e-05 +7.679666524577584609e-06 +2.741187600673983719e-06 +7.436457561864805789e-07 +1.214111344951367199e-07 +0.000000000000000000e+00 +1.551489648243118810e-06 +1.962721751223600221e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.273825283133681690e-05 +1.031952993978268673e-05 +7.826412625406532292e-06 +5.204138318450851231e-06 +2.640179659649848920e-06 +7.688457911276469495e-07 +1.744625263711102841e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.175819996342529683e-06 +1.319941649676532149e-07 +0.000000000000000000e+00 +1.759662065004110858e-05 +1.436021679405153168e-05 +1.314794783382125447e-05 +1.000169112714173740e-05 +6.740289567435962383e-06 +4.168642088496773377e-06 +2.188188844125028254e-06 +9.427211901844610012e-07 +1.686168628518656766e-07 +4.522141718901448996e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.727291765899661355e-05 +2.970821569400124173e-05 +2.611220608477871476e-05 +1.831094246750502845e-05 +1.075022744809036449e-05 +5.100998560875297399e-06 +1.783807356271339356e-06 +2.521023082203236412e-07 +0.000000000000000000e+00 +3.674140559747523053e-06 +0.000000000000000000e+00 +1.743064962494595289e-06 +3.221435534397065883e-05 +2.353610472091754169e-05 +1.685300853509145964e-05 +8.071215466958075470e-06 +1.871975756787989425e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.943948080575006428e-06 +1.748359339054119110e-06 +7.585558151771238508e-07 +0.000000000000000000e+00 +2.960220106114385460e-05 +2.019566824403601926e-05 +9.406796048002034934e-06 +1.099614425631151932e-06 +0.000000000000000000e+00 +5.811160546997385715e-06 +3.856092216778877235e-06 +2.277111889286185761e-06 +1.020567098100176146e-06 +3.293503503149172348e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.917887787597079098e-05 +2.822026873016058527e-05 +4.959731386664412916e-06 +8.386104275652840904e-06 +0.000000000000000000e+00 +3.553734720726006459e-06 +1.908385594549337139e-06 +6.525831632463663322e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.878000096292485206e-05 +1.211509135584229585e-05 +8.370422780312155767e-06 +5.716117062183673647e-06 +3.561836534606233449e-06 +1.887406477754538448e-06 +6.319605003506287752e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.235524863910283129e-06 +0.000000000000000000e+00 +6.958945416122956979e-06 +0.000000000000000000e+00 +2.758801112078359406e-06 +1.035825909309746781e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.151274910778232323e-06 +0.000000000000000000e+00 +4.246448409237542201e-06 +1.762090244480880307e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.993815012876360548e-06 +2.248866065346138629e-05 +9.223284938381572733e-06 +3.612345660283971346e-06 +5.694691620687419721e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.862223103200108241e-06 +2.626618866529543836e-05 +3.542464420380046178e-07 +2.274355708464595494e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.670248689566042075e-05 +1.289529420459093906e-05 +0.000000000000000000e+00 +5.549070694225083912e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.520559818005294667e-05 +3.497752412953414308e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.303106360515747469e-06 +5.927668091185304965e-06 +1.027735297777426694e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.613171866270204729e-06 +7.031440698859344744e-06 +2.393835433945231122e-06 +1.043794127747283456e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.192228938437312204e-05 +5.695235617491422303e-06 +1.376410527137905256e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.609626975566575002e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.803996719981127893e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.939406439910098623e-06 +2.620223929880987750e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.465712015017608812e-06 +9.030381599453428414e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.791576209750311015e-06 +0.000000000000000000e+00 +1.534866536028640791e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.431193085210568223e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.148615637166241232e-06 +2.102619751782737390e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.333500220243602476e-06 +0.000000000000000000e+00 +3.972524658720553943e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.343014355454430565e-06 +8.020578368510157999e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.603717999964759516e-05 +3.547507401890306142e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.086641791745433443e-05 +3.684490099276675075e-06 +6.099657222055912494e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.080124378138116674e-05 +8.971045688910153724e-06 +2.799776929655095624e-06 +1.780500710028875959e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.517782991803751681e-05 +5.797324831229643352e-05 +9.344506277193479971e-06 +3.856604926167677722e-06 +3.005094215053020042e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.836126788825853417e-05 +6.241587015030729529e-05 +1.019706130551338062e-05 +3.692833378748003982e-06 +1.825685357612587440e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.885293943592084714e-05 +1.869850182409069737e-05 +2.411137274103443886e-06 +1.297876689578262543e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.174676001097879857e-05 +9.855441319373240170e-06 +1.172642303432342808e-06 +7.251738715137948740e-07 +8.376517739714439943e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.761790521101996525e-07 +1.171061094904673246e-05 +1.005275771285762471e-05 +2.366137391981762321e-06 +6.225660422112071736e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.533634866363311205e-07 +1.487919018210720552e-05 +1.154119789013161569e-05 +5.612929906236897472e-07 +4.991983593536239732e-07 +0.000000000000000000e+00 +7.551839836131391048e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.078272459612196676e-05 +1.345166805556131365e-05 +1.280947958011459082e-05 +2.836444433294724472e-06 +2.035909720032303257e-06 +7.644686209727545925e-08 +1.988008474228957554e-06 +5.834740063437458184e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.933165649325806066e-06 +7.952225600370014033e-06 +6.714707063093416887e-06 +3.914788629100506733e-06 +1.229847366360088680e-06 +1.829919995014080916e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.506711612055853348e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.011799394452698620e-05 +8.734464190307199250e-06 +7.918776193911368310e-06 +5.831498606199690782e-06 +3.486320089147182885e-06 +1.481828759224677792e-06 +1.621830708011281882e-07 +3.762662429356942617e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.417726246104029141e-07 +0.000000000000000000e+00 +1.758568092350276866e-05 +1.441541103679073987e-05 +1.363593658895822161e-05 +1.070321859547751829e-05 +7.542772287016113076e-06 +4.911737011936254764e-06 +2.813853389248170144e-06 +1.329105203894920839e-06 +4.235130702784548066e-07 +6.298592329787656520e-07 +1.384562162141464150e-07 +1.595764295446776216e-06 +3.852834343890569960e-05 +3.090779172165010697e-05 +2.792033091391188344e-05 +2.035608577538657607e-05 +1.271213681272415889e-05 +6.599797119138595060e-06 +2.685553630097141863e-06 +6.709208353417277001e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.139205598299397060e-05 +2.384112515851396211e-05 +1.849604715991411721e-05 +1.034452898498836539e-05 +3.811245238723102732e-06 +8.655207258365900039e-08 +0.000000000000000000e+00 +4.496734971571490151e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.071825802390092608e-06 +2.783853075439359346e-07 +2.754139199830557671e-05 +2.032572418809566996e-05 +1.181333820310928824e-05 +4.114561619129708871e-06 +0.000000000000000000e+00 +5.919691567315356988e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.470164208628191075e-06 +5.015417931564152966e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.022506290858127404e-05 +2.287460287708217117e-05 +8.115751805322177299e-06 +2.798381822722177207e-07 +0.000000000000000000e+00 +3.984102103039886152e-06 +2.448348298080554948e-06 +1.232930844252461089e-06 +2.853432068168455622e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.476527727195664675e-05 +3.501135594290188295e-05 +6.267272143073204368e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.522410744451699157e-06 +1.295563440521668825e-06 +3.565415162653980096e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.158630051662862815e-05 +1.174568122341960002e-05 +8.418782441892472788e-06 +2.700747452803661481e-06 +0.000000000000000000e+00 +2.045691425190518334e-06 +7.441256784692327200e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.420339276311906588e-06 +1.319378909607823624e-05 +9.178553782081573447e-06 +7.188806695801142116e-07 +0.000000000000000000e+00 +1.454002297499449527e-06 +8.346985660665788702e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.818022419774234689e-05 +1.589067262709033615e-05 +7.002121989405116679e-06 +0.000000000000000000e+00 +2.896458983534496531e-06 +7.691759313848049696e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.360695542873682798e-05 +0.000000000000000000e+00 +2.194027683874229295e-06 +3.596163109644093684e-07 +2.318246261947881205e-06 +2.022164256379678869e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.722208237154921477e-05 +0.000000000000000000e+00 +2.024241761424167215e-06 +2.057749316516654489e-07 +1.709106064915401687e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.232589784575962555e-05 +9.589892616344265292e-06 +2.269189666734974524e-06 +4.727695917416522180e-07 +1.247133858027842704e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.579150663155330845e-05 +0.000000000000000000e+00 +5.613511742710769219e-06 +9.207474810061322047e-07 +9.457427933402057182e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.924995153905884583e-05 +3.600027536288779987e-07 +3.422091684095079588e-06 +6.627529647283912465e-07 +5.937342899798624347e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.393066981645106364e-05 +4.522880363900642885e-06 +1.728214577266082981e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.931103493160857191e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.910569607666265800e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.809739343960186655e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.602247132309226448e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.254608004387165645e-04 +0.000000000000000000e+00 +9.919848075763608133e-06 +2.195467071967638231e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.673713457643203402e-04 +2.944851489907774760e-05 +0.000000000000000000e+00 +2.665878932954243162e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.686991024602738289e-05 +3.102292999473937597e-05 +0.000000000000000000e+00 +3.472380702030229415e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.593888340802643653e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.609277956477707411e-05 +8.768571288296449913e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.792096345319057328e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.570866075540111672e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.683386568928626251e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.341382470258208550e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.528227774837901359e-05 +2.645576208043244051e-05 +0.000000000000000000e+00 +1.743590521936454581e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.177185921901478681e-05 +2.739332987310780294e-05 +0.000000000000000000e+00 +2.390598857486745804e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.605908299465714673e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.848594031849285730e-05 +1.201368179970248889e-05 +2.948697467561602806e-06 +1.914088627470500178e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.002550003340709961e-05 +2.065898067409054940e-05 +6.298475894091869125e-06 +2.386116544634972099e-06 +1.087821663910297951e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.378542295425460303e-05 +0.000000000000000000e+00 +5.315937903579988192e-06 +5.461133115072124071e-06 +2.361292714266177763e-06 +1.716362316413168678e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.805465678676588278e-05 +0.000000000000000000e+00 +5.513026846970094726e-06 +3.986426746611991360e-06 +2.741265408946053005e-06 +1.226575886056740005e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.325573846418772849e-05 +1.035177913215868552e-06 +1.998729510176961663e-05 +3.214614683515785577e-06 +2.065318459441514748e-06 +1.121484598052373964e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.065445151761816420e-05 +1.785195999343548967e-05 +1.299773060242734498e-05 +2.112042316675260213e-06 +1.485740354737397319e-06 +7.236369891733634738e-07 +6.761037224944562517e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.666282519667883516e-07 +1.503149008688120038e-05 +1.052306415923467831e-05 +1.598278759219286176e-06 +1.138549101864815460e-06 +7.331991405891535329e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.535213633326040029e-05 +9.026459127378568206e-06 +9.038976582668684391e-06 +2.179670808222573632e-06 +1.993829944401283621e-06 +4.739760920293205995e-07 +0.000000000000000000e+00 +4.405060411170740920e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.707722698450830638e-05 +1.068361609450921484e-05 +6.401630292139632558e-06 +3.427472305259478401e-06 +1.678701299355483916e-06 +5.780832675213422060e-07 +6.131304723299007015e-08 +1.296770512988106062e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.419851188015111603e-06 +6.601612674952976920e-06 +6.360410138862864258e-06 +4.904360197873080412e-06 +2.477284824646596564e-06 +1.447857574019249231e-06 +4.493528948093540627e-07 +2.712875008301910363e-06 +1.412256793663188769e-06 +3.762396031861227601e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.858309346767388915e-06 +8.633574295352355806e-06 +8.228646605192315285e-06 +6.489333981801182402e-06 +4.387665745896821628e-06 +2.310088161031621706e-06 +7.818798102229656570e-07 +1.453871236220762851e-06 +7.881034649377673170e-08 +0.000000000000000000e+00 +9.239679049391213119e-07 +1.001812621336146296e-07 +1.802961131679289833e-05 +1.478231129729237684e-05 +1.428592669917139909e-05 +1.153507647928658493e-05 +8.467530829781537557e-06 +5.764353377151031049e-06 +3.541040211867389611e-06 +1.823889701238027094e-06 +7.431912325733420919e-07 +5.483970278305989487e-07 +3.312829198773001740e-07 +0.000000000000000000e+00 +4.001973537710373167e-05 +3.345021494931651107e-05 +3.091706114710230356e-05 +2.383454571739093616e-05 +1.596077614769137425e-05 +9.106901358871913749e-06 +4.261909744766716009e-06 +1.503148606301324965e-06 +2.307638490306388451e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.245358367173166979e-05 +2.549208600281016170e-05 +2.132046792114484035e-05 +1.362687731508636338e-05 +6.610681834360210120e-06 +1.863768777285260980e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.931449957834873898e-06 +8.794095295731906331e-07 +2.478503565461575550e-05 +1.948786570404756631e-05 +1.503592216177662474e-05 +7.869343735816926986e-06 +1.784846157432821005e-06 +0.000000000000000000e+00 +5.994933092811239195e-06 +0.000000000000000000e+00 +2.624145613215934292e-06 +1.350497785162746728e-06 +3.114795632751214201e-07 +0.000000000000000000e+00 +2.157447159986343644e-05 +1.745897989671020914e-05 +1.050564877202003587e-05 +4.218739961154349262e-06 +0.000000000000000000e+00 +5.887467093539651381e-06 +3.992537998304914371e-06 +2.434748434851716931e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.794098860240967232e-05 +1.969423669033991279e-05 +9.443406871307374829e-06 +2.259646255033656545e-06 +0.000000000000000000e+00 +4.142808892372934235e-06 +2.572813605871029254e-06 +1.321023884950977615e-06 +3.396249034426727236e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.270150673064396942e-05 +2.625615146489518548e-05 +9.090319918551949182e-06 +1.565250609276316073e-06 +2.741728035688102137e-06 +0.000000000000000000e+00 +2.178589152660781225e-06 +8.347739699598969652e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.260212803936753583e-05 +2.718843254610623373e-05 +8.365981468793834340e-06 +1.255022891627362128e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.697547574171583297e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.951793650113137573e-05 +1.716009581820438916e-05 +8.204278056444051488e-06 +1.855153982806623948e-06 +6.112385517591944739e-06 +0.000000000000000000e+00 +1.150017834176582548e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.897348050766758146e-05 +0.000000000000000000e+00 +7.536602391341589613e-06 +1.891994387838947510e-06 +3.608459033687343725e-08 +2.830191135396589880e-06 +5.617532429371950173e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.508947890489656296e-05 +6.708470646844167274e-06 +8.053034744884924600e-06 +1.986356665803212948e-06 +1.661905110372579969e-07 +2.406814208469749499e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.871687217404660069e-05 +4.559524094952191746e-05 +9.169491063994456833e-06 +1.860448295869343341e-06 +3.114106354614120208e-07 +2.007845707308586769e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.204428903715059048e-05 +8.971612711816555525e-05 +8.288162156257979185e-06 +2.360375708848129285e-06 +6.964608172656920835e-07 +1.631314743386228350e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.549826844350942279e-05 +1.038017324771450773e-04 +5.974597443393244025e-06 +2.068789794385766788e-06 +1.426697058599779747e-07 +1.230402546352048946e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.122847324909124865e-04 +2.164310692314162831e-06 +9.689967525565279946e-07 +0.000000000000000000e+00 +7.643678353677812188e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.663548735999326106e-05 +2.198449371045300467e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.565920666397505651e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.754619501978072934e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.379531291809851020e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.879875228895938847e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.407371547476566565e-05 +6.034128489435371408e-07 +0.000000000000000000e+00 +4.182801723656328141e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.369030624351238533e-05 +1.420739160725489621e-06 +0.000000000000000000e+00 +4.355099842979451392e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.186715235158895054e-05 +1.716564906094225396e-06 +0.000000000000000000e+00 +4.491653901434659277e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.956641354870920707e-05 +1.027517124065381813e-06 +0.000000000000000000e+00 +4.452331254630653935e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.840286737410255111e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.206175598534870239e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.544193014919363115e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.802570909132020307e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.655177306887316110e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.173796018000288329e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.613838900163248070e-05 +0.000000000000000000e+00 +2.310486560316907743e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.404254892380320434e-05 +9.224210086817148354e-05 +9.722169772546140478e-06 +2.444418182782415706e-06 +5.355376588328284341e-07 +1.432048648679555351e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.789039739501304661e-05 +9.464556139001860477e-05 +1.703790272777276532e-05 +4.417291097156526858e-06 +1.538270629822108395e-06 +4.190065204674028061e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.208715965586388032e-05 +2.838814782144131420e-06 +2.011845513798684839e-05 +6.958222597440111812e-06 +2.931041188274056545e-06 +1.217693062171984783e-06 +3.510113855911055017e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.746185933850730170e-05 +4.270616459077586439e-07 +1.792460727578533221e-05 +3.155335585935317400e-06 +3.497576283763566558e-06 +1.755245257850273164e-06 +6.624229876841551365e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.413856216721696420e-05 +2.896926528555172502e-05 +1.310698114455764100e-05 +2.638342407970604039e-06 +2.027749086737300308e-06 +1.580156134742200379e-06 +8.066044738042517048e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.148078560930874437e-05 +1.929158931852209807e-05 +8.125700648536955147e-06 +6.508108954841369340e-06 +1.776165601395039735e-06 +1.474494876628897898e-06 +7.591547177233803544e-07 +6.715522607707420865e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.895382405088968900e-05 +1.680392575589661539e-05 +5.878710140493578038e-06 +5.018597628528991536e-06 +1.556528738735349645e-06 +1.335107252443863244e-06 +6.679636840902523963e-07 +7.282736866971621399e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.648652879762661528e-05 +1.113881399366147028e-05 +5.552786353346959472e-06 +4.419098925119214788e-06 +2.292202715599883186e-06 +2.039511025584929814e-06 +3.790188311027442592e-07 +7.810785921310186109e-08 +3.981454014812669631e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.020763843827374084e-06 +5.029890287239645029e-06 +5.410689926486128952e-06 +5.059856273825246121e-06 +3.089083334863484545e-06 +1.701716251177866887e-06 +7.045109759097025756e-07 +2.000543880451737267e-07 +0.000000000000000000e+00 +1.277657970599960969e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.778352457199053580e-06 +6.734929752236076577e-06 +7.350681294651644361e-06 +6.309424578114477460e-06 +4.288505445836381355e-06 +1.964466227420486199e-06 +1.021686209261672351e-06 +4.976833794653237654e-07 +3.762716142989042144e-08 +1.291029773139536089e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.077429277028224254e-05 +9.341178269422186075e-06 +9.267938636697882086e-06 +7.630876277938976988e-06 +5.648115564791960027e-06 +3.585438374772300164e-06 +1.793416926803524512e-06 +5.193223841314861285e-07 +7.443656735021218869e-07 +6.103144890166738918e-08 +0.000000000000000000e+00 +7.169113994869970646e-07 +1.945727102459006598e-05 +1.619439743078107249e-05 +1.598128787367944170e-05 +1.327207418582316886e-05 +1.008992586668351850e-05 +7.117957337699322267e-06 +4.670860891379397221e-06 +2.744374355133959715e-06 +1.350716452878714105e-06 +4.763720257532727101e-07 +7.623934935936649627e-07 +2.525488231943012983e-07 +3.931998415759426017e-05 +3.459010754732195190e-05 +3.250629912836051265e-05 +2.665683690424246776e-05 +1.948697757819889829e-05 +1.245906875519960682e-05 +6.887839582873567260e-06 +3.226356281063071187e-06 +1.207029536751542093e-06 +2.406244767889058712e-07 +0.000000000000000000e+00 +8.189666772307146722e-08 +3.345287813105721274e-05 +2.701358892073397740e-05 +2.409087103402295606e-05 +1.732338138335219962e-05 +1.042056540289880136e-05 +4.989732371808088554e-06 +1.583059684395173065e-06 +4.663667386212035201e-11 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.050917734343501807e-06 +2.704614732800515405e-05 +2.199422040064053790e-05 +1.888657739732114979e-05 +1.244766689687856252e-05 +6.125124873626351999e-06 +1.655308320202846985e-06 +0.000000000000000000e+00 +6.375485148958184956e-06 +0.000000000000000000e+00 +7.853894837344095385e-08 +1.509821998730760627e-06 +3.750074297558297983e-07 +2.094466108028042025e-05 +1.746087564265757066e-05 +1.486598936349528315e-05 +9.284249303099521074e-06 +3.652407944376210510e-06 +1.282151734591965512e-07 +6.202140596788457833e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.418169100335107586e-06 +3.393360700375060939e-07 +0.000000000000000000e+00 +1.895890509578594432e-05 +1.608208787660540262e-05 +1.253470991205800480e-05 +7.520691284519933373e-06 +2.357253515690880631e-06 +6.295333933484083410e-06 +0.000000000000000000e+00 +2.771218066686850475e-07 +1.623840221569648419e-06 +5.859784612055019316e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.981352499813701304e-05 +1.546390606960545001e-05 +1.170885336250036422e-05 +6.767993736535638625e-06 +1.679493047006778859e-06 +6.506172455385932553e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.406857220436308961e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.359075132912913728e-05 +2.076273574992310269e-05 +1.127248828378699782e-05 +6.098316042149598808e-06 +1.301617372610900994e-06 +3.376479605556386522e-07 +4.157179444366723928e-06 +0.000000000000000000e+00 +7.971607408975576786e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.355742348520479346e-05 +5.707235362149275496e-06 +1.117488668858279925e-06 +3.159164599040854921e-07 +0.000000000000000000e+00 +1.892608272960643183e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.427031562064638429e-05 +5.648637733614881529e-06 +1.007778848865088558e-06 +2.285636244821332649e-07 +0.000000000000000000e+00 +1.471862173052079126e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.520739702739135272e-05 +5.616587652802568200e-06 +2.365684684440471945e-06 +1.650336591484160818e-07 +0.000000000000000000e+00 +1.033862863066948244e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.621670630983556836e-05 +5.648824691760032411e-06 +7.158364688195835033e-07 +7.595078414131487436e-08 +0.000000000000000000e+00 +5.915805601258437649e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.209191140961969763e-04 +0.000000000000000000e+00 +1.640723951708939024e-05 +5.260450407136406251e-06 +4.674665663546189463e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.535130096383076566e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.977934599105858429e-05 +0.000000000000000000e+00 +1.724177816563178506e-05 +4.088107528751131953e-06 +5.522992562447225258e-08 +0.000000000000000000e+00 +2.543694741943800719e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.621081479531376500e-05 +2.339772277856444907e-06 +8.782569776287614738e-07 +0.000000000000000000e+00 +2.235093394182688875e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.916455151910340857e-04 +0.000000000000000000e+00 +1.420225755623988920e-05 +9.423417524049191329e-07 +2.556299444294363095e-06 +0.000000000000000000e+00 +1.931510207376775844e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.400230160204731563e-03 +0.000000000000000000e+00 +1.255879144815030710e-05 +5.083500157161133353e-07 +4.853632517235760296e-07 +5.895450127301386774e-06 +1.659190946231877930e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.556318081679752482e-03 +0.000000000000000000e+00 +1.268881450444177560e-05 +7.305500754043795586e-07 +2.952043600406271775e-07 +5.784247859467270489e-06 +1.442992470343213931e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.101456029035066675e-03 +2.407981892828095605e-05 +1.335987084199229675e-05 +1.155385206178214778e-06 +3.839348673861502476e-07 +5.736784033143300890e-06 +1.292537162783899592e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.046350923020666204e-05 +1.306787385556426530e-04 +1.013376415729667897e-05 +1.515208719860930520e-06 +2.034813366105769403e-06 +0.000000000000000000e+00 +1.199274737431526066e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.047855322979587754e-05 +1.216102348732792690e-04 +1.058215895332561445e-05 +1.502264883913892207e-06 +2.096659166947724916e-06 +0.000000000000000000e+00 +1.146313484443272814e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.852170206406429751e-04 +1.424367441718349904e-05 +9.379711762410969221e-07 +1.946883918032315841e-06 +0.000000000000000000e+00 +1.124074813872880127e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.014992394890225271e-03 +0.000000000000000000e+00 +1.182221224345869345e-05 +0.000000000000000000e+00 +1.647102237687557647e-06 +5.620885049313197336e-06 +1.142548364312390798e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.481722982754987619e-03 +0.000000000000000000e+00 +9.176430397821865877e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.581650766984148717e-06 +1.232085039613155789e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.543354158430528065e-03 +0.000000000000000000e+00 +8.268293385430200551e-06 +0.000000000000000000e+00 +1.241454317834363960e-08 +5.630667358737529063e-06 +1.429417729145917166e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.118035605830517993e-03 +0.000000000000000000e+00 +1.011673721185409597e-05 +0.000000000000000000e+00 +2.086298961449201666e-06 +0.000000000000000000e+00 +1.755979895271434905e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.187290813076859753e-05 +0.000000000000000000e+00 +1.273683746159102572e-05 +1.374843163840110922e-06 +7.538421210601467477e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.826952947894847413e-05 +0.000000000000000000e+00 +1.458566979494287247e-05 +4.362999932659481804e-06 +6.036998931807973512e-07 +3.377987103324491024e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.988244561487437268e-05 +1.530231701162072013e-05 +7.311671634556015333e-06 +3.518769994947440531e-06 +1.379747078029905549e-06 +2.950882615233354110e-07 +5.571125168844533922e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.070625578307798002e-05 +2.731202934639206522e-05 +1.490029330725858376e-05 +9.225396853888781642e-06 +1.634668188842015551e-06 +2.173208361691094128e-06 +5.098626352676781513e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.732139430225254259e-05 +2.475355231693713849e-05 +1.300673515547679830e-05 +9.775540526102989558e-06 +5.307938296586363258e-06 +2.631009238797207228e-06 +1.065034632383492283e-06 +3.441284604832104031e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.437859030350332637e-05 +2.227607673011792745e-05 +1.029600779194540414e-05 +8.925400743206075458e-06 +5.834994126293984078e-06 +1.493185138341676611e-06 +1.368817687668288056e-06 +6.291402277760991893e-07 +4.361169210218611443e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.178052656305776594e-05 +6.748428453738278395e-06 +6.974145453202282784e-06 +7.750348099161981743e-06 +5.625726047176575371e-06 +2.722447546044087080e-06 +1.493044845058960991e-06 +6.941830883570695096e-07 +7.766631417026777341e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.509915990237911476e-06 +4.246966504716613374e-06 +6.022332051739251642e-06 +6.801833280664498466e-06 +5.238498506004591121e-06 +2.597090716024680714e-06 +1.528449321275015852e-06 +5.667220632130197874e-07 +1.474831321458554474e-07 +1.730443975497833922e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.958664125171064326e-06 +4.875184310296876129e-06 +6.073912664542687842e-06 +6.462270275104627000e-06 +5.124936035718296864e-06 +2.727778045725801185e-06 +2.226949386071077515e-06 +6.854439118467608128e-07 +2.440436662557057116e-07 +6.200930193233344810e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.593125344823355307e-06 +5.911573283974755390e-06 +7.227814863984248776e-06 +7.011221283046243036e-06 +5.608229668996937860e-06 +3.288042664029794678e-06 +1.958373459360484232e-06 +1.023786350436162760e-06 +2.091647650745684149e-07 +0.000000000000000000e+00 +2.931609393147748380e-07 +0.000000000000000000e+00 +9.606566233013726455e-06 +8.733001088451149862e-06 +9.413240035622559473e-06 +8.314721546875625610e-06 +6.439866576851815131e-06 +4.214812242792987176e-06 +2.035349710857143905e-06 +4.681380623841324255e-07 +7.759299925232035805e-07 +1.742222042406803708e-08 +0.000000000000000000e+00 +2.564523820704239687e-07 +1.240485262935309884e-05 +1.063160627958995294e-05 +1.078297241407479557e-05 +9.209107287142702519e-06 +7.225170236545897389e-06 +5.253142399385183053e-06 +3.361076613319827855e-06 +1.733670393506589318e-06 +5.169298697412725311e-07 +9.197113793279183708e-07 +2.236213871804005100e-07 +0.000000000000000000e+00 +2.017706245383703073e-05 +1.746057405059790854e-05 +1.745076156155878728e-05 +1.504464478086676388e-05 +1.194219942564779610e-05 +8.853028279762549426e-06 +6.220266031441635033e-06 +4.086959301092736200e-06 +2.363669922632453532e-06 +1.197921625810291822e-06 +4.051585245755379259e-07 +8.320779006491186459e-07 +3.641838132924169120e-05 +3.127089429005203592e-05 +3.069823650040791763e-05 +2.598703310126928456e-05 +2.024783937710768027e-05 +1.455008903457398898e-05 +9.556245403125662987e-06 +5.795228349881140674e-06 +3.181849194537878324e-06 +1.539008524603057820e-06 +5.638205145999271659e-07 +0.000000000000000000e+00 +3.010487794076836178e-05 +2.495566142824392266e-05 +2.351709911292100758e-05 +1.858817158618587822e-05 +1.323916852977797255e-05 +8.508256890845068284e-06 +4.787562620872880209e-06 +2.270739423925255263e-06 +7.627587907637446611e-07 +0.000000000000000000e+00 +1.179482227133468784e-06 +0.000000000000000000e+00 +2.666382333617440699e-05 +2.212865489782511996e-05 +2.038402898243827548e-05 +1.551536558260301166e-05 +1.033692471493102701e-05 +5.903451818894112543e-06 +2.667050045034465983e-06 +7.412732743661189117e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.342741178704683502e-05 +1.957285604776056587e-05 +1.794292447441923666e-05 +1.341630688435320064e-05 +8.592351099851549173e-06 +4.390399129575723261e-06 +1.520067579971592409e-06 +0.000000000000000000e+00 +9.154885529240856707e-07 +0.000000000000000000e+00 +2.042439291187663153e-06 +0.000000000000000000e+00 +2.133240539412102149e-05 +1.795668010497047804e-05 +1.644815587972020592e-05 +1.219439847562176385e-05 +7.558503258136955373e-06 +3.526798734606208473e-06 +8.979473548960953727e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.165366602758636239e-06 +2.853728555674248308e-07 +2.128262811809776019e-05 +1.778904003737149481e-05 +1.631832542321206116e-05 +1.196634816047243548e-05 +7.167623495601491637e-06 +3.065898159127427574e-06 +5.900347982240030353e-07 +1.681875307237736253e-07 +0.000000000000000000e+00 +1.975203975402559897e-06 +8.502420022521738101e-07 +0.000000000000000000e+00 +2.376331661169631549e-05 +1.783763580915164419e-05 +1.591064589195468861e-05 +1.149458624906904379e-05 +6.680868944715353055e-06 +2.698790142820992534e-06 +3.704227993882620026e-07 +1.840912731403033991e-07 +3.141379411669062501e-06 +0.000000000000000000e+00 +5.002427902551644343e-07 +0.000000000000000000e+00 +2.658767707963857302e-05 +2.086554295183234287e-05 +1.610463086195344990e-05 +1.128105897647547827e-05 +6.349741746293109803e-06 +2.432237166600608739e-06 +2.101710981127739612e-07 +3.867634540878477320e-08 +0.000000000000000000e+00 +1.381200430417343382e-06 +1.224827087980518892e-07 +0.000000000000000000e+00 +2.933359171014013952e-05 +2.272906905539838826e-05 +1.662909280799229869e-05 +1.129994371358429315e-05 +6.127440034499830058e-06 +2.206999399397683921e-06 +1.568050292846439987e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.047232340030639199e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.260141932952540292e-05 +2.512086241200553105e-05 +1.754086134926002592e-05 +1.146015561478508447e-05 +5.862478926479057468e-06 +2.012201299446263682e-06 +7.203858476350864239e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.999690626660383905e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.606086500869705973e-05 +2.818960138584205547e-05 +1.877110794551699679e-05 +1.164825923284381704e-05 +5.633758434949074107e-06 +1.782254833170274610e-06 +7.453201886244165421e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.481783929478730950e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.873672829005912922e-05 +3.132419058985660054e-05 +2.018715993900775213e-05 +1.170601793447497994e-05 +5.254950327916955091e-06 +1.489844638991706434e-06 +2.083483486424076004e-06 +0.000000000000000000e+00 +1.916694291268295510e-06 +4.099994994527948232e-10 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.208496156957908598e-05 +3.513531041923498928e-05 +2.163440093319214330e-05 +1.150519796232295714e-05 +4.689971533512474372e-06 +1.140512671833896989e-06 +1.879043278802073076e-06 +0.000000000000000000e+00 +1.657119695988247908e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.654665994823773865e-05 +2.318493188770884533e-05 +1.103708212410796930e-05 +4.006327308752058992e-06 +7.798041423513186921e-07 +5.688350203925151117e-07 +0.000000000000000000e+00 +1.408804929645609308e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.823727970489783952e-05 +2.430100060630998845e-05 +1.045522922062841372e-05 +3.359846920146061042e-06 +4.718935263941132118e-07 +3.346804049567256326e-07 +0.000000000000000000e+00 +1.179529854218563486e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.945797045520731458e-05 +2.520481140908495301e-05 +1.000085292729554278e-05 +2.899459254525154225e-06 +2.614571327979148688e-07 +1.309996357599778072e-07 +3.765776148502290847e-06 +9.773922917116633625e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.119033551894829363e-05 +2.602786971429148723e-05 +9.831596516718725759e-06 +2.671800728162723158e-06 +1.498980704697691568e-07 +0.000000000000000000e+00 +3.656322459086883862e-06 +8.097646670867602166e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.360723797929718113e-05 +2.666496759425983630e-05 +9.879794521208920435e-06 +2.610749855210844664e-06 +1.040371671979185828e-07 +0.000000000000000000e+00 +3.571913186588151121e-06 +6.823152584499109617e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.628315008587594069e-05 +2.670997919002770409e-05 +9.972070885548914559e-06 +2.591125214371984516e-06 +7.290044633430347047e-08 +0.000000000000000000e+00 +3.514243795555215594e-06 +5.988432747123220439e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.755938442646037331e-05 +2.678512016136122331e-05 +9.911652106492726709e-06 +2.498313177853434524e-06 +1.515355218542688824e-08 +0.000000000000000000e+00 +3.483637753454587369e-06 +5.621051193228752197e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.074849716221350569e-05 +2.680592560131130016e-05 +9.581479186457359852e-06 +2.290687778843011942e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.481599171399567787e-06 +5.750507075288138140e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.928061939701558577e-05 +2.598516011734791783e-05 +9.061564704138358236e-06 +2.037823541988437845e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.512529640347203661e-06 +6.414845441503849460e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.715796468261263624e-05 +2.469614261438059685e-05 +8.577941809779980977e-06 +1.899828488648903901e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.583168584550000326e-06 +7.653868769476720519e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.375502793257834521e-05 +2.313594609355124743e-05 +8.394779607710173497e-06 +2.051199740753331893e-06 +0.000000000000000000e+00 +1.195165852798984384e-07 +0.000000000000000000e+00 +9.488856445197697473e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.944148462634979577e-05 +2.140400416283752842e-05 +8.624044018757398379e-06 +2.596801262153235445e-06 +3.024177024723747166e-07 +4.481973436686374324e-07 +0.000000000000000000e+00 +1.189739695359101858e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.655261009325417814e-05 +3.174517955464426671e-05 +1.923470481686372240e-05 +9.147679988749485598e-06 +3.516107067264958687e-06 +8.830182204460467859e-07 +1.831182450149314343e-06 +0.000000000000000000e+00 +1.479610772691745014e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.194260512162810455e-05 +2.603630865664453376e-05 +1.717799069722181774e-05 +9.708856315710733857e-06 +4.651907797347903218e-06 +1.664036950882126016e-06 +2.290517718219310415e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.925019935720925103e-05 +2.118098944470768542e-05 +1.505760932878052181e-05 +1.005733820047066054e-05 +5.762731285971472029e-06 +2.549240150485453472e-06 +4.387821201379452213e-07 +4.539887970501647664e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.741778793028298986e-05 +1.645458598224329766e-05 +1.305355080605474999e-05 +1.005992665468605724e-05 +6.622171447123234155e-06 +3.399450927392912106e-06 +9.074498318603544580e-07 +9.008395346617112065e-07 +2.480774598874885510e-06 +6.504478728915434312e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.394244456508713205e-05 +1.293633559590569398e-05 +1.130376243684310334e-05 +9.731711270681328682e-06 +7.209778119008970843e-06 +4.088349295883823911e-06 +2.472309948054673129e-06 +1.254943998930536827e-06 +1.961465247409117196e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.119851621744056246e-05 +1.028469248202862677e-05 +9.919918925227265321e-06 +9.202952719381197788e-06 +7.365865757891847179e-06 +4.554253325802438091e-06 +2.630273626940251337e-06 +1.508603227528127586e-06 +5.106186532726040410e-07 +2.131257518012194717e-08 +8.586162788424221959e-08 +0.000000000000000000e+00 +9.042755929842504457e-06 +7.545827050902165797e-06 +8.924147125151818356e-06 +8.679225331031210981e-06 +7.303270072349837193e-06 +4.896088154926120020e-06 +2.377942631621050366e-06 +2.329420066718431996e-06 +7.487243329741671810e-07 +1.894550385317196952e-07 +4.890028339496676162e-07 +0.000000000000000000e+00 +7.372839764559870766e-06 +7.134989615899125050e-06 +8.539709371566980942e-06 +8.340514892186987012e-06 +7.197767452457449486e-06 +5.070792673036073235e-06 +2.742424474279496142e-06 +8.459625493383595081e-07 +9.272509141476522704e-07 +1.666723547743388448e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.952423304704352917e-06 +7.488644011385589150e-06 +8.664026731549074768e-06 +8.307246341018218963e-06 +7.204770246553054804e-06 +5.319763285177777806e-06 +3.046152120534177209e-06 +1.844461911084491415e-06 +1.065748470615627867e-06 +3.598892316870695493e-07 +7.215127375617929966e-08 +2.466840114774258069e-07 +9.826603357779893166e-06 +8.805504620859727475e-06 +9.773374089316645290e-06 +9.025495840054527293e-06 +7.621226855916668888e-06 +5.812387445527165902e-06 +3.660798577702636684e-06 +1.762589560319068524e-06 +2.156283421831731196e-06 +6.933012630457067679e-07 +1.100007091032304232e-08 +0.000000000000000000e+00 +1.234332383939943090e-05 +1.066474836755571158e-05 +1.129477628472471778e-05 +1.007097781090093345e-05 +8.314684539031943431e-06 +6.428489374914059663e-06 +4.433282089378941482e-06 +2.515270658995236133e-06 +9.186556294219097265e-07 +1.250844792952178550e-06 +5.023369990241441480e-07 +1.020001973449893065e-07 +1.289096378639417487e-05 +1.111347383238111774e-05 +1.140201369498903481e-05 +1.008117976121682762e-05 +8.452819347873826052e-06 +6.817812761930046615e-06 +5.129359167898338761e-06 +3.517370060598077903e-06 +2.065263555589999513e-06 +9.621655539094306428e-07 +1.318324177636228973e-06 +6.099157470028002138e-07 +1.919670486877846121e-05 +1.640589741860896128e-05 +1.688775512495218760e-05 +1.491314364416598873e-05 +1.242852767340541835e-05 +9.893414939824392700e-06 +7.618385153263688571e-06 +5.631098908753141914e-06 +3.932994840921494128e-06 +2.518404768219885342e-06 +1.402666139234157834e-06 +6.375060728134171089e-07 +3.540538747051166671e-05 +3.661052424488502136e-05 +3.440800315803452985e-05 +3.249077703025732582e-05 +2.896834236945507011e-05 +2.374450580242381116e-05 +1.774031301316025851e-05 +1.214173504798628846e-05 +7.723970627765985807e-06 +4.613665698371884156e-06 +2.594661138132759041e-06 +1.347107968569760402e-06 +3.784697975403293895e-05 +3.279629688744955000e-05 +3.234845811009226925e-05 +2.774803677458331677e-05 +2.205618821820330493e-05 +1.621841179685352675e-05 +1.097947650378261998e-05 +6.899418510660228279e-06 +3.961713528706468316e-06 +2.035525178400429633e-06 +8.546813576092070332e-07 +8.251410035813671260e-08 +3.698672050771577443e-05 +3.125271769749174661e-05 +3.049002812324115699e-05 +2.534514667782930840e-05 +1.935480186536320355e-05 +1.351336273216710689e-05 +8.580554789897357567e-06 +4.884951254796874429e-06 +2.415492155807962303e-06 +9.381681038485978308e-07 +7.907592041764477552e-08 +2.814695759695679482e-07 +3.629858252928127899e-05 +3.004067736266782454e-05 +2.924614686331276827e-05 +2.390007956607079827e-05 +1.780304499570218386e-05 +1.196200370057777416e-05 +7.227129294926247869e-06 +3.765975287122352063e-06 +1.565443727930682732e-06 +3.682958981457911836e-07 +1.661200429418862392e-07 +0.000000000000000000e+00 +3.632909771432957203e-05 +2.955032368255285411e-05 +2.872274959599292664e-05 +2.318320287240546414e-05 +1.696669631779087868e-05 +1.108177406901672063e-05 +6.433280839801502748e-06 +3.018737623848888159e-06 +1.082966362445288609e-06 +5.516565702891690309e-08 +0.000000000000000000e+00 +2.007792606946075806e-06 +3.898959979241696158e-05 +3.147474611662672429e-05 +3.029551865561024774e-05 +2.407471488951139888e-05 +1.730591109641729607e-05 +1.096526888942748904e-05 +6.081461298443270267e-06 +2.681665739494037478e-06 +8.295775667546073650e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.842790383038643667e-06 +4.024625477971624591e-05 +3.209279303550908444e-05 +3.056690717660951319e-05 +2.400455871055055113e-05 +1.692918882850162919e-05 +1.043742405081767903e-05 +5.580503392495706337e-06 +2.344790828644352528e-06 +6.274136691209399461e-07 +2.381475531000775937e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.169517072471541110e-05 +3.339267812548878101e-05 +3.113521029829749274e-05 +2.411654733388414221e-05 +1.665006419409223296e-05 +1.002952986261854875e-05 +5.134041103315362242e-06 +2.058816406254320896e-06 +4.599602980512790765e-07 +9.694751201941970759e-07 +0.000000000000000000e+00 +1.458921541582785371e-06 +4.341334650866003478e-05 +3.493570192601133705e-05 +3.208152490113773923e-05 +2.449603279404148336e-05 +1.651395351502847961e-05 +9.637549502732901873e-06 +4.632735131868416490e-06 +1.814302026582898724e-06 +3.168546108355583264e-07 +2.157738998325288196e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.518516642349020473e-05 +3.681105229088809473e-05 +3.332686234943861472e-05 +2.509258743565285187e-05 +1.646933635949893998e-05 +9.297125911704798296e-06 +4.323990134093757672e-06 +1.599668377773934076e-06 +1.876384635890604748e-07 +9.570659498277154631e-08 +2.320978502039796613e-06 +1.030329855692592469e-06 +4.653339927360518904e-05 +3.888510999419905636e-05 +3.474479353528037103e-05 +2.583438950966146020e-05 +1.647880386252885976e-05 +8.962481351324633807e-06 +4.024147940704921132e-06 +1.402916815018049484e-06 +6.903856994885105744e-08 +0.000000000000000000e+00 +2.156454459557028022e-06 +8.113309859843038737e-07 +4.676332397555841604e-05 +4.090889045618184176e-05 +3.619227954877454539e-05 +2.664059196872904298e-05 +1.648043985922027988e-05 +8.606488110326243165e-06 +3.720544672161004495e-06 +1.214495163316841256e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.961854211395738307e-07 +4.589339376898627195e-05 +4.263001720604997670e-05 +3.754096147598804225e-05 +2.743801864923210558e-05 +1.643787954278410295e-05 +8.220376541427208293e-06 +3.415851011337612979e-06 +1.046012043295850801e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.902226750490175570e-07 +1.063386308800048235e-04 +4.514539666489335079e-05 +3.870426900546613055e-05 +2.817442200923608723e-05 +1.634255532147422331e-05 +7.817835908734180369e-06 +3.120067766622397012e-06 +8.908211523669300956e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.031424136799638698e-04 +4.517061876660441780e-05 +3.963245248293740608e-05 +2.882170687982233662e-05 +1.621353342248921592e-05 +7.429731054760037141e-06 +2.849657200284074279e-06 +7.537935854178223045e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.663692808268007623e-08 +9.547240530470042915e-05 +4.493972842060273718e-05 +4.034545137173058127e-05 +2.936547524079050140e-05 +1.608210110870268830e-05 +7.089333657114437167e-06 +2.620088214782601200e-06 +6.402684038256117809e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.867103675056108220e-05 +5.184329787290090379e-05 +4.093527722684942775e-05 +2.978709145584185994e-05 +1.596835336522645722e-05 +6.816267448935730786e-06 +2.439031921548791724e-06 +5.506562025234106913e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.745699369630153749e-05 +5.320283468300178264e-05 +4.126574736050484112e-05 +3.005275397368213625e-05 +1.586540887890913569e-05 +6.609178184869970417e-06 +2.305094965941808748e-06 +4.853688623501593564e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.253904928008254820e-06 +0.000000000000000000e+00 +9.535257348696485748e-05 +5.403892547683271548e-05 +4.138494343258577915e-05 +3.011624437778348949e-05 +1.574281286434802926e-05 +6.451534870215411117e-06 +2.211748599674445474e-06 +4.429828189960866768e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.209594350762217498e-06 +0.000000000000000000e+00 +1.003138407408972975e-04 +5.439960788805226518e-05 +4.124256914789622063e-05 +2.993601571638297411e-05 +1.556733551640617738e-05 +6.326892195467857059e-06 +2.154409092948305075e-06 +4.235375311138605344e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.195380168001261313e-06 +0.000000000000000000e+00 +1.036208415900067908e-04 +5.425635453696485324e-05 +4.078927600896490213e-05 +2.949319791529936697e-05 +1.532768752386491081e-05 +6.234556805097928339e-06 +2.136842448802351802e-06 +4.306403264569913363e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.212640956143942620e-06 +0.000000000000000000e+00 +1.088134271085147237e-04 +5.327526304825263464e-05 +3.999145822992431864e-05 +2.880044503848156671e-05 +1.504718146809822513e-05 +6.196094360819215258e-06 +2.173259371969353519e-06 +4.719393847090425632e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.129688179825857658e-04 +5.145532634528517427e-05 +3.880367971137803058e-05 +2.789936212601053212e-05 +1.477506268622949146e-05 +6.247960855788946104e-06 +2.284611281543788226e-06 +5.575768735766448167e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.163955064378045475e-04 +4.873256390686926594e-05 +3.721506872402108448e-05 +2.684275024408060728e-05 +1.456023803456991221e-05 +6.423730211859209483e-06 +2.490679218329631270e-06 +6.964978373056309926e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.170909467258330288e-04 +4.082639933388675725e-05 +3.521183201167954225e-05 +2.567556541718129013e-05 +1.442379013358353833e-05 +6.735452544065024120e-06 +2.801438435983460479e-06 +8.970059187240144604e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.310730920104496121e-08 +4.786018816353496396e-05 +3.720893585377149876e-05 +3.298961461350752734e-05 +2.442837326110422916e-05 +1.434821432238983101e-05 +7.163666986298330095e-06 +3.210854026175589852e-06 +1.159270891048382767e-06 +2.264463117949402405e-08 +2.911502605854834139e-08 +1.750029867742711524e-06 +2.879612399274733239e-07 +4.217716016333115134e-05 +3.400051309099886003e-05 +3.058120447386212197e-05 +2.312605571703477467e-05 +1.428925802028205213e-05 +7.660748432329584452e-06 +3.695899513224608026e-06 +1.477930766673989912e-06 +2.484786958857349842e-07 +2.691640266851753825e-07 +0.000000000000000000e+00 +5.037338267888309115e-07 +3.160168196817026717e-05 +3.053128902157362437e-05 +2.814058147883231355e-05 +2.180405440836944862e-05 +1.420111687690631095e-05 +8.166040950199275443e-06 +4.220348953162084072e-06 +1.841868696956865218e-06 +4.826536148045515232e-07 +5.117047495023264088e-07 +0.000000000000000000e+00 +7.333632086776275098e-07 +2.913544467631289358e-05 +2.738469057483908063e-05 +2.581909215206230538e-05 +2.051689245038183944e-05 +1.405992700994077650e-05 +8.626065004438211633e-06 +4.744348833343455817e-06 +2.264546904665692912e-06 +7.475975678359772742e-07 +7.443665649759414796e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.722709241308396899e-05 +2.461848418679132516e-05 +2.375547041054250157e-05 +1.933623898058967045e-05 +1.388250371417302701e-05 +9.011062832108379414e-06 +5.232099162949282089e-06 +2.686796459605517825e-06 +1.025979833676204410e-06 +9.559221246423419578e-07 +1.900384438205334318e-07 +0.000000000000000000e+00 +2.548050301781635136e-05 +2.236746981901755691e-05 +2.206301313897605421e-05 +1.833869939669207356e-05 +1.369344035268884689e-05 +9.270029043016238233e-06 +5.670587557545545164e-06 +3.108507118658940554e-06 +1.311606482491741457e-06 +1.658576612196160719e-06 +4.081014066149115352e-07 +0.000000000000000000e+00 +2.417357683613763304e-05 +2.055285955555795512e-05 +2.081232994072474888e-05 +1.759206790916142843e-05 +1.355491541292460001e-05 +9.549817393309426554e-06 +6.292348621811526981e-06 +3.525667097801740768e-06 +1.610872129871103630e-06 +5.156691843807832537e-07 +6.011568468402620950e-07 +0.000000000000000000e+00 +2.320221962788856436e-05 +1.951634657621492211e-05 +2.005253908405744384e-05 +1.714346908952725371e-05 +1.352308951665424385e-05 +9.823774745281641890e-06 +6.719923372344931615e-06 +3.932987315339689980e-06 +1.927450420340034500e-06 +6.935708251833303927e-07 +7.698246545262612411e-07 +1.703395077408407843e-07 +2.302111036423996573e-05 +1.910638616730992771e-05 +1.983122488029409451e-05 +1.706816618199268995e-05 +1.368715780656759047e-05 +1.018363522285932623e-05 +7.157125705641281037e-06 +4.355765211791033890e-06 +2.313280678590697004e-06 +9.601881726342798804e-07 +9.169917492778173827e-07 +3.475778197544332631e-07 +2.301043169158423148e-05 +1.993716975756793620e-05 +2.057273990656229446e-05 +1.810039200674629062e-05 +1.474441017627844714e-05 +1.115672604832545112e-05 +7.948289909126741876e-06 +5.231509789368359859e-06 +2.937234175157708219e-06 +1.387840564785731743e-06 +4.717769323702976000e-07 +6.685626332618514689e-07 +2.221849513089583716e-05 +2.020144907376605645e-05 +2.058352419039159289e-05 +1.856364797132335152e-05 +1.548208842376030652e-05 +1.199762492584538612e-05 +8.769438901006203490e-06 +6.075639150115624062e-06 +3.720201615099337492e-06 +2.075106712800647771e-06 +9.299079073298955876e-07 +1.170272538568558324e-06 +2.066469513035419151e-05 +1.788381778844164841e-05 +1.856302679187655995e-05 +1.663462400470202280e-05 +1.404278593656594194e-05 +1.133506031235837470e-05 +8.773945410097180249e-06 +6.623584263382950135e-06 +4.709434780605276747e-06 +3.076357069791097335e-06 +1.773005988916726101e-06 +8.740714022028086402e-07 +2.233205276951286925e-05 +2.235753066714183757e-05 +2.215784675090646356e-05 +2.119415693357484635e-05 +1.909096448807229911e-05 +1.603284132569483629e-05 +1.262028462078728219e-05 +9.520033552246950830e-06 +7.026176857386251228e-06 +4.998861675328955943e-06 +3.370371749540730443e-06 +2.197703010709603816e-06 diff --git a/simpegPF/Dev/SimPEG_inv_l2l2.sus b/simpegPF/Dev/SimPEG_inv_l2l2.sus new file mode 100644 index 00000000..d6ac8048 --- /dev/null +++ b/simpegPF/Dev/SimPEG_inv_l2l2.sus @@ -0,0 +1,14136 @@ +2.016170321909063984e-04 +1.876637232517168127e-04 +2.058727728660781665e-04 +2.094601457971432016e-04 +2.096248901498325851e-04 +2.089636776280984340e-04 +2.072538434030793528e-04 +2.042146442691215120e-04 +1.996233449319668150e-04 +1.934364233280907986e-04 +1.892617152883558111e-04 +2.054976721373021563e-04 +1.542374068444620579e-04 +1.421197503252669646e-04 +1.569506356187712597e-04 +1.590584677723015053e-04 +1.592343034086961576e-04 +1.586528032972066239e-04 +1.570415086969922339e-04 +1.541410387998978922e-04 +1.497626976572362693e-04 +1.438344357382662347e-04 +1.380541035706185019e-04 +1.484487667310294145e-04 +1.445230573299462358e-04 +1.335094451238817356e-04 +1.461602110300311470e-04 +1.472905732073745042e-04 +1.464120346491882023e-04 +1.445551475920607933e-04 +1.414795479871794695e-04 +1.369834605465797945e-04 +1.309519145818316280e-04 +1.233867030998890340e-04 +1.157416212190523838e-04 +1.199501655163659280e-04 +1.464057815416106760e-04 +1.345258647395104160e-04 +1.463288855000653482e-04 +1.459535002886138300e-04 +1.432268580606162265e-04 +1.392390577941862793e-04 +1.338542870486393436e-04 +1.269916653606344452e-04 +1.186563286761907531e-04 +1.089511083058450266e-04 +9.923728527061471928e-05 +9.930641080650215219e-05 +1.534186032479605097e-04 +1.399269952927336346e-04 +1.511925567753334373e-04 +1.489653042220962257e-04 +1.439408755429878088e-04 +1.373822237503491883e-04 +1.293099790377492595e-04 +1.197998726372917006e-04 +1.089932697795210881e-04 +9.709247390480072164e-05 +8.539396029260498363e-05 +8.192265384517717153e-05 +1.698681169809954951e-04 +1.538281705170736378e-04 +1.647547237233097715e-04 +1.600931471778378561e-04 +1.518411381734271527e-04 +1.417226825199586777e-04 +1.299899619059084461e-04 +1.169254391559775702e-04 +1.028351567627258884e-04 +8.803486236754953982e-05 +7.389774697248835378e-05 +6.632255750581762691e-05 +1.839088066509402051e-04 +1.649852304398528890e-04 +1.748112532365118964e-04 +1.668869791815440218e-04 +1.547807608979548920e-04 +1.406021260833343722e-04 +1.248958040296115556e-04 +1.081844550967332405e-04 +9.094070747119938774e-05 +7.356600751758427242e-05 +5.727228906972023776e-05 +4.542955248380346587e-05 +2.016427042117509023e-04 +1.791112396464112765e-04 +1.871529996019222859e-04 +1.749612045996632825e-04 +1.579667508533756756e-04 +1.387959325521194985e-04 +1.183592357426882248e-04 +9.745143774669427945e-05 +7.671025885893242001e-05 +5.659690542397572186e-05 +3.810894109165814924e-05 +2.170828545391645812e-05 +2.237072351717445638e-04 +1.965819326056894047e-04 +2.022409183339897323e-04 +1.847167732848254665e-04 +1.617748306958796776e-04 +1.366992698501913732e-04 +1.108246954215013713e-04 +8.523336716470024323e-05 +6.070801094102045781e-05 +3.762714331260047236e-05 +1.697162863902511673e-05 +0.000000000000000000e+00 +2.496634651242328148e-04 +2.170041221497574834e-04 +2.196713645091517353e-04 +1.958128763881467743e-04 +1.659721989483672639e-04 +1.342150697596829765e-04 +1.022773936874512879e-04 +7.154738910813052046e-05 +4.308865459295629436e-05 +1.690702251178654897e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.786581611863464297e-04 +2.396029583782283948e-04 +2.387721258896151626e-04 +2.078149562763429283e-04 +1.703886599180534124e-04 +1.313783273270583904e-04 +9.292502365163744739e-05 +5.562910247280535931e-05 +2.491001169259805524e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.623952375680591258e-08 +3.123712820299879948e-04 +2.634305729898703849e-04 +2.586560801014621503e-04 +2.202586170615701121e-04 +1.749154615540371926e-04 +1.285157872809614230e-04 +8.173811516141136786e-05 +4.303543317854419278e-05 +8.503046886492946689e-06 +0.000000000000000000e+00 +1.307749381447873302e-07 +6.771898349870792284e-08 +3.434921039359920664e-04 +2.867939404861563233e-04 +2.783095780155730894e-04 +2.327074103875598383e-04 +1.798163108846317730e-04 +1.263788473876603278e-04 +7.480759533020968040e-05 +3.146740227347398749e-05 +0.000000000000000000e+00 +1.913058132304576960e-07 +1.135985879996736256e-07 +4.923142547833929055e-08 +3.717294658932767618e-04 +3.084084871027013060e-04 +2.967444454489544595e-04 +2.447809875680986933e-04 +1.851394682774215768e-04 +1.251398590125853702e-04 +6.936693187832022303e-05 +2.148191591500060512e-05 +0.000000000000000000e+00 +1.770648203830246855e-07 +9.704052264885767954e-08 +3.153983084617824660e-08 +3.956033979651561228e-04 +3.271392000628442747e-04 +3.131410047844119236e-04 +2.561641223447701341e-04 +1.908244312206124418e-04 +1.228800632149852103e-04 +6.561244330665156807e-05 +1.199960759355141101e-05 +2.641054743887980692e-07 +1.639720072154122109e-07 +8.186665026045703497e-08 +1.537801803346510003e-08 +4.149853162661499726e-04 +3.454097085382867708e-04 +3.270932975429633382e-04 +2.665765374622048722e-04 +1.971605554042165579e-04 +1.250393594773381893e-04 +6.406866447565034886e-05 +7.333688168999916509e-06 +2.558811616101893683e-07 +1.526655057965318401e-07 +6.873784556463111382e-08 +1.394018167677941093e-09 +4.279344415317228446e-04 +3.569387131956891415e-04 +3.380936029781487248e-04 +2.756931553808610416e-04 +2.035904289985741259e-04 +1.282380546200239454e-04 +6.422854042236272615e-05 +4.880093796016069934e-06 +2.493748990614826265e-07 +1.436078653107331214e-07 +5.816758620490234107e-08 +0.000000000000000000e+00 +4.359998311608062616e-04 +3.645491509636027117e-04 +3.462511130974301322e-04 +2.831334600731523466e-04 +2.094652511887740598e-04 +1.317043267746210728e-04 +6.541865686080526653e-05 +3.956804796425483279e-06 +2.447592206894929772e-07 +1.370872118810618471e-07 +5.051397162725954098e-08 +0.000000000000000000e+00 +4.405372506116373051e-04 +3.691970860904853630e-04 +3.516992820545800178e-04 +2.884842647823368284e-04 +2.140106862743445279e-04 +1.346407199748731484e-04 +6.681918911055127297e-05 +3.837011322071480319e-06 +2.420730541593924470e-07 +1.332531273384736440e-07 +4.599962600300034442e-08 +0.000000000000000000e+00 +4.426825857156977458e-04 +3.714750844756650326e-04 +3.545427193634050067e-04 +2.913837870617450813e-04 +2.165613828953405582e-04 +1.363778559310108000e-04 +6.775200402068977119e-05 +3.931239055444785950e-06 +2.413014009630213705e-07 +1.321716740847201916e-07 +4.474519961100447875e-08 +0.000000000000000000e+00 +4.428743291959613996e-04 +3.715811727260842005e-04 +3.547600831623334361e-04 +2.916120432558404912e-04 +2.167844558894825807e-04 +1.366093372655139847e-04 +6.793547367388537222e-05 +4.020482616238865329e-06 +2.424433465225144091e-07 +1.338714702369077889e-07 +4.679770202119645443e-08 +0.000000000000000000e+00 +4.406317997405783705e-04 +3.692094238893820998e-04 +3.521676766892184039e-04 +2.891413234641695409e-04 +2.147870590486488664e-04 +1.355012954847228468e-04 +6.759637115394271159e-05 +4.353795827169628445e-06 +2.455358244829078358e-07 +1.383582242177690398e-07 +5.213816348399922759e-08 +0.000000000000000000e+00 +4.347489484738569008e-04 +3.636458901762775310e-04 +3.464734861433135132e-04 +2.841317819237327061e-04 +2.110674748906819038e-04 +1.336310775062672413e-04 +6.739236469999406213e-05 +5.568044991556853152e-06 +2.506207759517152171e-07 +1.455892361824648233e-07 +6.066314825813077556e-08 +0.000000000000000000e+00 +4.237239701572579503e-04 +3.537915292660950904e-04 +3.374049654387316962e-04 +2.768912404457326898e-04 +2.063419564420611795e-04 +1.317843820379431075e-04 +6.817648402479773296e-05 +8.460925557313835895e-06 +2.576679110385409483e-07 +1.554175194283770908e-07 +7.214735569818888475e-08 +5.223806834186361204e-09 +4.057635867588659526e-04 +3.366361932773069944e-04 +3.247946464751872873e-04 +2.678202180408831398e-04 +2.013243617937945614e-04 +1.308057775716733959e-04 +7.069996905081113404e-05 +1.379813603194818480e-05 +2.664871127642072651e-07 +1.675296951107638754e-07 +8.620460200229681803e-08 +2.019732425336777365e-08 +3.825823574565705458e-04 +3.185330366618562979e-04 +3.091914322282524855e-04 +2.573602287779019394e-04 +1.967226675635892915e-04 +1.345905983489459898e-04 +7.556287200805189986e-05 +2.432307645316656239e-05 +0.000000000000000000e+00 +1.814086484775425117e-07 +1.022676653279813236e-07 +3.729448427276251423e-08 +3.542202237001662265e-04 +2.969978779741465260e-04 +2.910933913923219535e-04 +2.459243687857360651e-04 +1.923511073412541327e-04 +1.370646049499388308e-04 +8.235791909703910139e-05 +3.562378605193311910e-05 +0.000000000000000000e+00 +1.963357699789208222e-07 +1.196024623718148493e-07 +5.580355392674546535e-08 +3.223836793568504310e-04 +2.732996078016706608e-04 +2.714403972227390389e-04 +2.339093588013538077e-04 +1.883156397030026619e-04 +1.406175359326766272e-04 +9.331300296427461082e-05 +4.891776289105412756e-05 +1.068096727881465340e-05 +0.000000000000000000e+00 +1.373643761259879444e-07 +7.492277452301403526e-08 +2.879380538048529952e-04 +2.489551093126521689e-04 +2.513463238316436315e-04 +2.217197423149250464e-04 +1.845343125638675347e-04 +1.444930018480373893e-04 +1.041567042674570255e-04 +6.512490747711945918e-05 +2.895712545629789824e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.383120488591840388e-08 +2.581918347526457585e-04 +2.258665926196229661e-04 +2.319495978006863785e-04 +2.097971788097761057e-04 +1.806289160132624810e-04 +1.482986059659064087e-04 +1.146567240602797724e-04 +8.123943294757332643e-05 +4.925413356229799415e-05 +1.920587261375312989e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.318447895687860696e-04 +2.051590855068058513e-04 +2.142545205985873634e-04 +1.986491158807383970e-04 +1.766951791649463217e-04 +1.514307883838389305e-04 +1.241836577534372336e-04 +9.622450670407982332e-05 +6.863184128781666033e-05 +4.212229595510500130e-05 +1.795656024293978362e-05 +0.000000000000000000e+00 +2.098370738840978317e-04 +1.876785111482577953e-04 +1.990244053477846454e-04 +1.887868912544194734e-04 +1.729530096318287503e-04 +1.538864363787436295e-04 +1.324371091645570116e-04 +1.095341908865166071e-04 +8.606144598133594228e-05 +6.276356416119660889e-05 +4.093095324770617589e-05 +2.109518739459353618e-05 +1.925292047081381217e-04 +1.738132979848667462e-04 +1.867322975220545467e-04 +1.806582034872285768e-04 +1.697488561522970355e-04 +1.558588419113048973e-04 +1.394321172898339487e-04 +1.210692210008501232e-04 +1.014346986882498798e-04 +8.117151758195782871e-05 +6.176947819535623515e-05 +4.692229831788540461e-05 +1.801928961868462758e-04 +1.638595123878962766e-04 +1.779786441105663658e-04 +1.750165553750403962e-04 +1.679088176841987852e-04 +1.581678484693452844e-04 +1.459187338169922051e-04 +1.314723910008246989e-04 +1.152734535566262222e-04 +9.783470842619296443e-05 +8.080419631124912457e-05 +7.101125952875367330e-05 +1.760103619646191566e-04 +1.613632521233154501e-04 +1.767681723139514637e-04 +1.764740237408610884e-04 +1.724524162966454795e-04 +1.661537763988374123e-04 +1.574489549934591235e-04 +1.463874755591838763e-04 +1.331952186669462727e-04 +1.182441324316747859e-04 +1.034960092213489853e-04 +9.871756829780747779e-05 +1.686890400603194794e-04 +1.560209061485551849e-04 +1.715553257014631344e-04 +1.732953987348068235e-04 +1.719833700905238564e-04 +1.689501637361264235e-04 +1.638861909289415981e-04 +1.566128806468248971e-04 +1.471249355082884802e-04 +1.356019750207966904e-04 +1.241017171690449855e-04 +1.246731990816622108e-04 +1.509556037395411155e-04 +1.390311037795203685e-04 +1.538592995289157544e-04 +1.558976479963214250e-04 +1.561541082063208933e-04 +1.554270638247193010e-04 +1.533858419874396188e-04 +1.497671314867981521e-04 +1.444166902046163279e-04 +1.373118926514311664e-04 +1.298012372361732783e-04 +1.371234980311499116e-04 +1.875784282967399373e-04 +1.744715831644692871e-04 +1.913706505760221508e-04 +1.943468141832372135e-04 +1.946732510999253825e-04 +1.940806949636929963e-04 +1.922664976337606067e-04 +1.889331671438553581e-04 +1.838679033262879232e-04 +1.770133485324439072e-04 +1.708086103498253361e-04 +1.819397053507044602e-04 +1.403728852931028948e-04 +1.305054628603240956e-04 +1.457201146869409683e-04 +1.500134503028778326e-04 +1.528523333309659985e-04 +1.551851462074003930e-04 +1.565696936640309305e-04 +1.565838252651812130e-04 +1.548963055682604350e-04 +1.513241804155622267e-04 +1.475729569818910866e-04 +1.610110406185166006e-04 +9.540121810126743723e-05 +8.939219687123211287e-05 +1.008582737961120056e-04 +1.052191478997097963e-04 +1.090587041017366843e-04 +1.124993912341095163e-04 +1.149783865529852955e-04 +1.160008533209856365e-04 +1.152065637133218250e-04 +1.124038735823567768e-04 +1.084260475219501422e-04 +1.155369952071964238e-04 +8.137319486906287053e-05 +7.663053624940821713e-05 +8.671318293564174071e-05 +9.110731429105972386e-05 +9.511958854381880502e-05 +9.862355633005641181e-05 +1.009402305063391062e-04 +1.015210558733428779e-04 +1.000212292387242454e-04 +9.631437448194401639e-05 +9.119640454788161595e-05 +9.488384594976465817e-05 +7.808148788847469712e-05 +7.319836312415713988e-05 +8.249492782205318237e-05 +8.615079878594714331e-05 +8.925168985103650054e-05 +9.157783911573136109e-05 +9.245592761952598686e-05 +9.141282149722580665e-05 +8.822216374925786998e-05 +8.289748113778081027e-05 +7.655763036010111830e-05 +7.687849793397107849e-05 +8.041000343990220990e-05 +7.475864434219538126e-05 +8.343888326366181898e-05 +8.581003130572871387e-05 +8.720632007889506131e-05 +8.747816118041012892e-05 +8.609931791843616856e-05 +8.278061167252196274e-05 +7.747432998858156891e-05 +7.030800527167760372e-05 +6.243582121351966578e-05 +5.995750321913390633e-05 +8.983184091820446931e-05 +8.259816575198766721e-05 +9.084892830658808838e-05 +9.121718604549153048e-05 +8.988966543434981349e-05 +8.702270777421160231e-05 +8.237472066573622831e-05 +7.592740131141544784e-05 +6.784005009137188797e-05 +5.835780597476251301e-05 +4.872015208129979119e-05 +4.513503594692822827e-05 +1.009090596209421138e-04 +9.151044949368228884e-05 +9.820672187471691833e-05 +9.512309629159469682e-05 +8.957746044294649266e-05 +8.222665578067984906e-05 +7.328684629479752200e-05 +6.309340473449818174e-05 +5.201119585888525635e-05 +4.034598139702605792e-05 +2.881155921496489849e-05 +1.673961161703478923e-05 +1.178766175447738568e-04 +1.049158132963882783e-04 +1.087250995737133697e-04 +1.002852912137310601e-04 +8.865720603059788470e-05 +7.525703821333827028e-05 +6.088540612087128438e-05 +4.625650975777006535e-05 +3.188539588020358859e-05 +1.798505676998538494e-05 +4.985301210341546860e-06 +0.000000000000000000e+00 +1.426103042938203303e-04 +1.234462247756338529e-04 +1.224652577080726152e-04 +1.062957966414431859e-04 +8.648480243574509631e-05 +6.545551603472089775e-05 +4.457309274181284756e-05 +2.503127017409357508e-05 +7.274173477311074531e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.716227703820885624e-08 +1.748533391555632675e-04 +1.470096626550616023e-04 +1.389734510114314884e-04 +1.124505996133280471e-04 +8.227749086808203334e-05 +5.208369236886999619e-05 +2.285735577394721352e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.807387400633255212e-08 +3.624411487451509015e-08 +0.000000000000000000e+00 +2.174759836479180964e-04 +1.750061315415621052e-04 +1.574744366237602899e-04 +1.181465011560682945e-04 +7.583747532053381336e-05 +3.516852607229413154e-05 +0.000000000000000000e+00 +2.380601900768083421e-07 +1.405133014997196494e-07 +6.283697690447340239e-08 +1.356508994690335087e-09 +0.000000000000000000e+00 +3.234976276588801209e-04 +2.117455776194268439e-04 +1.769593104138390263e-04 +1.231794776948628132e-04 +6.700805325584190846e-05 +1.779791651180692399e-05 +3.356462753906657351e-07 +2.053862869418360929e-07 +1.037347101566171751e-07 +2.509769562049593719e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.933201118766146975e-04 +2.445369084211046202e-04 +1.959611491282434756e-04 +1.279132684008343337e-04 +6.062707413548188638e-05 +2.978674346476993759e-06 +3.103100773837309047e-07 +1.715210349775161579e-07 +6.613226439830143202e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.508156719032036745e-04 +2.753705040686523658e-04 +2.135024287716738361e-04 +1.330403822412322239e-04 +5.608504761942271696e-05 +0.000000000000000000e+00 +2.862833058487391541e-07 +1.392455133533464464e-07 +3.020442639306941821e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.958483429587712049e-04 +3.027067988289374313e-04 +2.289636151095757926e-04 +1.396361428327228384e-04 +5.387129906476158210e-05 +4.742217326885876029e-07 +2.661214955568306452e-07 +1.110384563046054931e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.450388271005138056e-04 +3.917158085876058880e-04 +2.468372307403182047e-04 +1.487011287887050133e-04 +5.817288408108123570e-05 +4.720703801596041087e-07 +2.514120832556480281e-07 +8.856606750087520384e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.588408268896378258e-04 +4.125679340978333936e-04 +2.583738078141098763e-04 +1.598223272725605082e-04 +6.669560014107130336e-05 +4.739367512155017923e-07 +2.423845017382206590e-07 +7.240449484523359418e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.583039858799245837e-04 +4.181859035390693641e-04 +2.672417163988711998e-04 +1.715193776968164179e-04 +7.716825708787306156e-05 +4.781519261037805168e-07 +2.380042780847962773e-07 +6.212202115656019867e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.533694486882654228e-04 +4.198897783392364371e-04 +2.737925929195774463e-04 +1.813421868902633828e-04 +8.637624028652762830e-05 +4.822778048383039314e-07 +2.365530269743150024e-07 +5.672079965210442223e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.510848522144713799e-04 +4.211997769828103159e-04 +2.778052439581262705e-04 +1.869584447705326135e-04 +9.140638651307882493e-05 +4.841702127946078565e-07 +2.364941688817146589e-07 +5.526799552856619197e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.542408650678809414e-04 +4.232630855302397404e-04 +2.789954827154292414e-04 +1.871748142210418202e-04 +9.087094174602338380e-05 +4.829410260864314783e-07 +2.372355560944168552e-07 +5.743974897774399050e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.602907620195701289e-04 +4.247329839932293847e-04 +2.770553637873061155e-04 +1.823376607919713788e-04 +8.542980024236744596e-05 +4.793559182790938503e-07 +2.394351941479616891e-07 +6.372886010458335269e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.626529554346967107e-04 +4.218260739305649946e-04 +2.715605142716482788e-04 +1.739994799818286007e-04 +7.742837936556777308e-05 +4.755067567185333764e-07 +2.447159076369555009e-07 +7.521912937713083005e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.514624856024943726e-04 +4.026993171295028488e-04 +2.616896008691392832e-04 +1.642578465364240043e-04 +6.995120374858486607e-05 +4.739426038588316795e-07 +2.549230657494075395e-07 +9.302144391722731062e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.043952424739318137e-04 +3.129776049236466921e-04 +2.438487614336472676e-04 +1.550750168929343053e-04 +6.577346366952526878e-05 +4.766235364776407717e-07 +2.712306652123425350e-07 +1.176037263769117522e-07 +5.520263676326438763e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.594738624747131319e-04 +2.853805929486252129e-04 +2.277432231794231348e-04 +1.479927316373863381e-04 +6.832571919467788594e-05 +0.000000000000000000e+00 +2.934426459050915751e-07 +1.482834550303893066e-07 +4.004977990889629997e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.987368985416275087e-04 +2.532214134978216292e-04 +2.094753486368445010e-04 +1.429259915018950907e-04 +7.369619965809598525e-05 +1.227344890059106724e-05 +3.197416113648762210e-07 +1.830905703601567251e-07 +7.846449651684624932e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.240208623703275505e-04 +2.183709647496693510e-04 +1.898566540875712622e-04 +1.388754431941898718e-04 +8.162926390679566858e-05 +3.091346742804558365e-05 +0.000000000000000000e+00 +2.190730419216642084e-07 +1.181177196462371025e-07 +3.932221336882111246e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.170249536515892982e-04 +1.798437673839017902e-04 +1.696614986933659406e-04 +1.346146055146478580e-04 +9.317668607773714690e-05 +4.959212826420162344e-05 +1.173889712530203163e-05 +0.000000000000000000e+00 +1.561224236162785664e-07 +7.824205384824304014e-08 +1.609534651688823138e-08 +0.000000000000000000e+00 +1.721504756723568738e-04 +1.502142402285295284e-04 +1.501362643619599086e-04 +1.288443934133830628e-04 +1.007659004127749001e-04 +6.955045931259454673e-05 +3.821832234953183858e-05 +7.915781058266445423e-06 +0.000000000000000000e+00 +1.137695871545084211e-07 +5.136168814993716666e-08 +6.266672419938648694e-10 +1.392282787181173818e-04 +1.257922923712506409e-04 +1.324136758909265409e-04 +1.218036948479751233e-04 +1.047863859801971136e-04 +8.363645170977743529e-05 +6.037029703408127742e-05 +3.676140830670857561e-05 +1.425355543584843184e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.160280847704914020e-04 +1.072745232919427129e-04 +1.176502392244033212e-04 +1.144883576786312663e-04 +1.060030658155919033e-04 +9.323099372324606478e-05 +7.727620124461867664e-05 +5.947714113011577251e-05 +4.102501266001601485e-05 +2.273863551981325249e-05 +5.387272752104372580e-06 +0.000000000000000000e+00 +1.006655876250240787e-04 +9.446845274200715078e-05 +1.066047143182715772e-04 +1.081541530522723345e-04 +1.057137275536485622e-04 +9.944487907542971013e-05 +8.963972324336003106e-05 +7.705552685432650966e-05 +6.259067856236879245e-05 +4.704451226404015907e-05 +3.153860759657288980e-05 +1.540133351391512778e-05 +9.171362661790458549e-05 +8.676257948361082960e-05 +9.964016065910318292e-05 +1.039401255340813507e-04 +1.054613451454080480e-04 +1.038748052850126384e-04 +9.887211959172298361e-05 +9.068179335194995238e-05 +7.985198536408606653e-05 +6.703009166464476054e-05 +5.371313715745638467e-05 +4.465400757588376430e-05 +8.986069612718722234e-05 +8.535999578971719803e-05 +9.902428946675664141e-05 +1.051701359990939692e-04 +1.094574924738684132e-04 +1.114005503428626691e-04 +1.102764608240268184e-04 +1.058594906493060461e-04 +9.832303896073806492e-05 +8.811287817979201412e-05 +7.689455338452686817e-05 +7.264594405101081997e-05 +9.051545066850405778e-05 +8.622705996575908316e-05 +9.981516738899630565e-05 +1.066157153186232177e-04 +1.122984056423389338e-04 +1.164843061134097988e-04 +1.182986015168884750e-04 +1.172111837572555325e-04 +1.130512968134346420e-04 +1.059500080858136352e-04 +9.715143220049458287e-05 +9.804072819540851679e-05 +9.057081045108099685e-05 +8.563216702278957006e-05 +9.751420734137517714e-05 +1.027432744746115931e-04 +1.074153093470641465e-04 +1.113430343520865315e-04 +1.138591559920086122e-04 +1.144517750213059812e-04 +1.128122886880036138e-04 +1.088403944134350935e-04 +1.032814646675823820e-04 +1.074877935239696737e-04 +1.275766066435965896e-04 +1.197146299409656552e-04 +1.337991533593437085e-04 +1.385789473022847789e-04 +1.422510575018804584e-04 +1.452698155395168943e-04 +1.470867132661205043e-04 +1.472306631636761661e-04 +1.453667213773844125e-04 +1.413317789568923624e-04 +1.363641175108499658e-04 +1.451769582751303428e-04 +1.148598120694131985e-04 +1.088220686715882685e-04 +1.226610397002748432e-04 +1.288938301588389026e-04 +1.341834049086129449e-04 +1.390101214109661185e-04 +1.427067223830966853e-04 +1.446719845267380460e-04 +1.444557784114112412e-04 +1.418162036346877649e-04 +1.382473950150160918e-04 +1.489948045127412874e-04 +6.639278033864002941e-05 +6.409032547970372690e-05 +7.523176645202215510e-05 +8.260506867914768191e-05 +9.022272788829016014e-05 +9.762723914839823369e-05 +1.038383299918122681e-04 +1.080309426599402803e-04 +1.096441469717256926e-04 +1.084140544347260773e-04 +1.051739356188777875e-04 +1.123770278902586501e-04 +4.699404554557123193e-05 +4.602128228858948185e-05 +5.576137819417539571e-05 +6.416632539308428503e-05 +7.360037508032777243e-05 +8.294091902566660534e-05 +9.072679713544686876e-05 +9.585862001134413479e-05 +9.771942948416046586e-05 +9.620498101186251278e-05 +9.386547817925226756e-05 +1.104627710791065309e-04 +3.887880166837985536e-05 +3.839692570945321421e-05 +4.711431453079113182e-05 +5.568622189518904002e-05 +6.571062799909052100e-05 +7.542795093422236506e-05 +8.304262168302937856e-05 +8.741674313018899488e-05 +8.812843388619572395e-05 +8.627506636976579944e-05 +9.333814552657729974e-05 +1.013544669824773377e-04 +3.801925956493218666e-05 +3.652843605366109500e-05 +4.466341503528569617e-05 +5.295673360866989105e-05 +6.243715600986068199e-05 +7.103197439111269540e-05 +7.697790880635562881e-05 +7.939125292467818953e-05 +7.854804241644358827e-05 +7.461811015348767285e-05 +8.150030635898077524e-05 +8.701011355811558363e-05 +4.174474268833539047e-05 +3.974136146137140468e-05 +4.809092116508504911e-05 +5.555108696124634045e-05 +6.322159280878632249e-05 +6.920781398389896412e-05 +7.211925707468168356e-05 +7.149207789769876158e-05 +6.801154958807323532e-05 +6.178412669171182592e-05 +6.663721449117299773e-05 +7.441263030887238883e-05 +4.913932699311084334e-05 +4.623018560385606522e-05 +5.412727935526994675e-05 +5.860393604416143311e-05 +6.176700259521742341e-05 +6.260567249846879219e-05 +6.053806494005906964e-05 +5.567714710892798758e-05 +4.888403475313530085e-05 +4.021016780433394835e-05 +3.530489937921355237e-05 +1.732200105820698729e-08 +6.380389713561879000e-05 +5.820141917053371937e-05 +6.356566565701929762e-05 +6.199506514261125410e-05 +5.764835397692174304e-05 +5.092079856690593444e-05 +4.224747317206139173e-05 +3.240355222474524202e-05 +2.210223018540454339e-05 +1.091050587940340942e-05 +1.037050621709687946e-06 +0.000000000000000000e+00 +1.029639320346771217e-04 +7.794465317176194150e-05 +7.499810733656963452e-05 +6.311039062509884697e-05 +4.778892495348646051e-05 +3.120191443089779165e-05 +1.394644902671257977e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.894021895497311515e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.572792449029093904e-04 +1.048406990877298768e-04 +8.731816414462247500e-05 +5.944136996798778675e-05 +2.770012523620881287e-05 +0.000000000000000000e+00 +2.216802218226238050e-07 +1.248225728072595769e-07 +5.000950450569462734e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.697489375584069884e-04 +1.435819393622653206e-04 +9.991673990389055395e-05 +4.889455906553350823e-05 +1.403466367720165898e-06 +2.948260291276620481e-07 +1.605578929631514560e-07 +6.288426542258373575e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.448672615444520344e-04 +2.630479707442418577e-04 +1.138183170669855685e-04 +3.491939864613413121e-05 +4.390282403927420752e-07 +2.316924345256149072e-07 +9.000523808643066692e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.854176338367054488e-04 +3.392916204382073492e-04 +1.236679563268337431e-04 +1.914449980035015279e-05 +3.945524477632957781e-07 +1.647571233282818003e-07 +1.661319085398003251e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.077855154088080579e-03 +4.461358684355014727e-04 +1.341720875380064681e-04 +4.627472197554305137e-06 +3.543445950569715692e-07 +1.030393131310372386e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.229294779314584135e-03 +5.534161029813523293e-04 +1.457845300882666423e-04 +0.000000000000000000e+00 +3.275760640117626292e-07 +5.515031764144739619e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.472711884888822185e-03 +9.798870594286491001e-04 +2.205123630014441355e-04 +7.135665196058078179e-06 +3.203298932870359005e-07 +2.648543944676986687e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.522169188222582134e-03 +1.089526553063761621e-03 +2.491475314510703987e-04 +2.921920270398951138e-05 +3.322960775630884860e-07 +1.697025771533353984e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.503570815954079556e-03 +1.107456742936039663e-03 +2.729705529788794128e-04 +5.976294025904503636e-05 +3.557709006792320124e-07 +2.082805604515115505e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.471486639183489055e-03 +1.110092540170151037e-03 +2.936899673191975340e-04 +8.796871414901655673e-05 +3.785206736183976684e-07 +2.902772307549861215e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.456836913597180311e-03 +1.113606759871357951e-03 +3.062948367484543029e-04 +1.033577498347094535e-04 +3.894595861955321313e-07 +3.352759048747382301e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.470743844736408477e-03 +1.121871259541097144e-03 +3.081941779198302061e-04 +1.012332278819692063e-04 +3.839687328120369035e-07 +3.114572714508882487e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.501416236606533186e-03 +1.129761802896589451e-03 +3.005072987763192111e-04 +8.433581321508366315e-05 +3.657564148910492022e-07 +2.499433591623315636e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.520994549989297716e-03 +1.119510146691257658e-03 +2.849515521179928480e-04 +6.010412810792225267e-05 +3.445892601877121953e-07 +2.292465838511227969e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.477741650484682909e-03 +1.010715227344338371e-03 +2.559256658705811129e-04 +3.699193776687481969e-05 +3.321522177521661191e-07 +3.413591049450494158e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.240105776603031259e-03 +5.733101364444224361e-04 +1.726009266083204760e-04 +2.150205122956771911e-05 +3.381138389111153844e-07 +6.547526692122337965e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.088323556275765016e-03 +4.599459797191299487e-04 +1.537452703190288249e-04 +2.254028226328213199e-05 +3.664577503958150068e-07 +1.184215837448181688e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.810218148147983767e-04 +3.473098658885061512e-04 +1.412897452202936590e-04 +3.686511909283277723e-05 +4.129506212176433470e-07 +1.877196447870985586e-07 +3.940306561275112142e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.203850377526586284e-04 +2.657193833572126006e-04 +1.338881554384789042e-04 +5.722621251111453111e-05 +4.660840768956954839e-07 +2.627068966742324203e-07 +1.196702003613499163e-07 +2.001657837459697017e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.441122826774332424e-04 +1.462950702592813923e-04 +1.226514244067140793e-04 +8.018474353258576461e-05 +2.676907475553353427e-05 +3.310362079714231074e-07 +1.945529533345762904e-07 +9.294702227809068937e-08 +1.748423063297638261e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.270843228981055433e-04 +1.045302906893299784e-04 +1.088090819256922853e-04 +9.104285933328168433e-05 +6.168860977651011114e-05 +2.696751735167687047e-05 +0.000000000000000000e+00 +1.554798674081339125e-07 +7.677562805321232956e-08 +1.545473584980659633e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.133733688001926709e-05 +7.501595611312507296e-05 +9.150425556492516248e-05 +9.056335470086857779e-05 +7.849510677790344059e-05 +5.917307593853251174e-05 +3.667722199696191843e-05 +1.334412913263449636e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.064221654890845779e-05 +5.611693785415710343e-05 +7.489871094329713958e-05 +8.356304846300965992e-05 +8.401966179268395020e-05 +7.694647633603094025e-05 +6.439909439801097838e-05 +4.866661134774351094e-05 +3.197182556395525402e-05 +1.494660532210167678e-05 +0.000000000000000000e+00 +2.657360408845537085e-09 +4.081721232765082858e-05 +4.510200930585960683e-05 +6.261543371718848901e-05 +7.559083986709210510e-05 +8.384536549171983709e-05 +8.581229637518926706e-05 +8.166016368617816509e-05 +7.262924164524973427e-05 +6.070878490004262735e-05 +4.660337124565903211e-05 +3.686917768336913926e-05 +3.191815504949844297e-08 +3.738229487199843678e-05 +4.038582479726854303e-05 +5.615202300876688247e-05 +7.037113219612325075e-05 +8.259809841270033626e-05 +9.027933977925159013e-05 +9.226779433467587836e-05 +8.879393115512966127e-05 +8.128118251092011047e-05 +7.052341748338693370e-05 +6.927615245727990613e-05 +6.163209465454062993e-05 +3.866654726328075235e-05 +4.152317795525621873e-05 +5.659139364812267812e-05 +7.100796801352856724e-05 +8.511705346618162827e-05 +9.633443304018245092e-05 +1.027994459976257018e-04 +1.038693228855714474e-04 +9.984209643272927133e-05 +9.274126115952511585e-05 +9.509361148426568049e-05 +9.750814553397155421e-05 +4.403701793251274608e-05 +4.750907374922120951e-05 +6.197487057765953592e-05 +7.515707075279641567e-05 +8.864108303022403385e-05 +1.005962305240139237e-04 +1.091955522364261306e-04 +1.133698074604745057e-04 +1.127892191237625042e-04 +1.077620959168413531e-04 +1.015908898112561932e-04 +1.168835733677804856e-04 +5.910072298039943168e-05 +5.845214513901886104e-05 +7.077847458265029723e-05 +7.991570788206256101e-05 +8.920779083326104797e-05 +9.779902615795060545e-05 +1.045438590392257992e-04 +1.085899159310825388e-04 +1.094533804630734916e-04 +1.070049958597317356e-04 +1.020428043717876523e-04 +1.062082785266476925e-04 +1.002257434656506936e-04 +9.643650879486970315e-05 +1.099610395761548801e-04 +1.174678854610131920e-04 +1.243599347733980842e-04 +1.305926064132486219e-04 +1.353322232581921777e-04 +1.378937176456521217e-04 +1.378133342507950414e-04 +1.348801736520564485e-04 +1.302245358550411310e-04 +1.374456813235448195e-04 +1.021457178328978783e-04 +9.795273660695078249e-05 +1.119913504549267352e-04 +1.197903988379569269e-04 +1.268578881054102528e-04 +1.333698080043360093e-04 +1.384710809118744595e-04 +1.414280751522685247e-04 +1.417227305925219689e-04 +1.391048794334278022e-04 +1.350798677083037537e-04 +1.454325030344507362e-04 +4.872313572006149908e-05 +4.880779513008215328e-05 +6.059818562309787077e-05 +7.065201061551287733e-05 +8.149486729380472905e-05 +9.212804929096393898e-05 +1.011596458904024260e-04 +1.074866309831565194e-04 +1.104266547525109467e-04 +1.098068896908115273e-04 +1.083542141180571873e-04 +1.287312831611666991e-04 +2.379233897820325294e-05 +2.645903990094207995e-05 +3.668580859940697380e-05 +4.890469918245482381e-05 +6.357055925719458031e-05 +7.832526540361651665e-05 +9.079888775990030793e-05 +9.939259330776388035e-05 +1.034592258390370058e-04 +1.059194556681051906e-04 +1.389515943554066389e-04 +2.199471775868919827e-04 +5.720326870009509803e-07 +1.350993049324023929e-05 +2.347068924831411071e-05 +3.727058876943362543e-05 +5.490630001910344556e-05 +7.229640297453488558e-05 +8.623434409847299678e-05 +9.510880314874883964e-05 +1.009288541316999448e-04 +1.257949510620003217e-04 +2.167735409996879119e-04 +2.684460954851167051e-04 +4.772084887982086355e-07 +9.012831107693767204e-06 +1.689507689455059224e-05 +3.239927558496450235e-05 +5.181179385652330603e-05 +6.977952694464859798e-05 +8.304329152528952898e-05 +9.173442316969412328e-05 +1.096010981628583585e-04 +1.243792912550278364e-04 +2.241254308719352849e-04 +2.591456747753856458e-04 +5.492755930482651620e-07 +8.122715258069189293e-06 +1.703766950401899627e-05 +3.415315998908795319e-05 +5.366698434869144235e-05 +7.013748204179882082e-05 +8.083064341443034701e-05 +8.691342474177331419e-05 +1.042105513937149550e-04 +1.128370078982476524e-04 +1.920330015686272363e-04 +2.217241193308666875e-04 +1.711379683015200863e-05 +1.422995313832085541e-05 +2.477341887103900778e-05 +3.974171523892448116e-05 +5.456835586243231228e-05 +6.530544012500504372e-05 +7.034952326079719999e-05 +7.137276887532872786e-05 +8.098115430607700615e-05 +8.261036182284877869e-05 +1.261865515488340308e-04 +1.366090048354735398e-04 +3.524711347249605785e-05 +2.732441882806257516e-05 +3.690644676288187945e-05 +4.527238827568123592e-05 +5.109195915561561159e-05 +5.277570369285426033e-05 +5.013277717545857134e-05 +4.500540707354762712e-05 +4.401826294858141091e-05 +3.729968236104612216e-05 +3.834306822613430497e-05 +3.693854227124728553e-05 +1.303135152452606933e-04 +6.145007740774345313e-05 +4.548762491282791226e-05 +4.253732408824198403e-05 +3.460896715854149783e-05 +2.570744527530728719e-05 +1.530972740493008455e-05 +5.151818395057276665e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.569986734371353023e-04 +1.011115006045165682e-04 +4.558677360480285073e-05 +2.220771420486333691e-05 +3.281053399614617757e-07 +1.977435556516244588e-07 +1.024488421391195523e-07 +3.193490812417122326e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.321305604677216829e-04 +1.559855408858940484e-04 +4.330591221648663326e-05 +4.439446839123080432e-07 +2.305505140002872979e-07 +9.558353615294797344e-08 +8.045702592440235124e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.057559676291021373e-04 +2.337663341198626342e-04 +3.518474674984299903e-05 +3.543367203283283356e-07 +1.071894542420384738e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.685993209029769352e-04 +3.372442221931583480e-04 +1.874405064464074901e-05 +2.503737917941747814e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.299927700694638146e-03 +6.532521855816446690e-04 +3.753524171539641567e-05 +1.523564846593690920e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.498989286857013237e-03 +7.841101855799362643e-04 +2.971544506112581404e-05 +8.670539635646848386e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.611962701798629397e-03 +9.159351296985997247e-04 +4.643100588753892692e-05 +7.712618386892959663e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.604938801758139244e-03 +9.585020685569596620e-04 +8.758298265533968321e-05 +1.293600009375069600e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.527697858633750641e-03 +9.755624386487793225e-04 +1.500737479032225596e-04 +2.202690139365340676e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.443505691342392714e-03 +9.861537119962274136e-04 +2.101777460856011541e-04 +3.067159362017561123e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.407885516472417130e-03 +9.981642721533733574e-04 +2.436732213338196765e-04 +3.481454114605481522e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.439661265254260246e-03 +1.011702615324384718e-03 +2.403384870046877588e-04 +3.286913663588759938e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.514624468121851400e-03 +1.026238531381735552e-03 +2.110828439296786587e-04 +2.643873306766043096e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.588014462909008656e-03 +1.031295162548588953e-03 +1.709008395222070761e-04 +1.868925119689471978e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.607262891537941272e-03 +9.873766486359200276e-04 +1.232097084155510662e-04 +1.264225906494152520e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.513432480814088299e-03 +8.267041157716914328e-04 +7.337930131909978812e-05 +1.125567852340755508e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.320261220037654420e-03 +6.700194791783030445e-04 +5.386612303643351497e-05 +1.666748717730527295e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.639632159123383282e-04 +3.448731240703008976e-04 +3.408348981918075206e-05 +2.820621381763853459e-07 +1.071729502012907362e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.551047184155201018e-04 +2.405116611189738309e-04 +6.768184981665421266e-05 +4.218141428820215291e-07 +1.711674565399714599e-07 +2.500349585595705602e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.470286829060098294e-04 +1.625431207440655897e-04 +9.360504926062389601e-05 +4.477537377923615004e-05 +3.127164040867003227e-07 +1.599643734394719989e-07 +5.743475725749784036e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.554125609357084816e-04 +1.008266717084779833e-04 +1.002680448232220345e-04 +8.547151428487774082e-05 +5.233759462744397425e-05 +1.733805520069664667e-05 +0.000000000000000000e+00 +7.125113181345566717e-08 +1.041840065689199662e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.787819110168822186e-05 +4.529192585797512982e-05 +7.947372164408699239e-05 +8.941909999218797007e-05 +8.138139480666264892e-05 +6.311448869617379835e-05 +4.089627478046206546e-05 +1.874517233034671675e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.340298492594622085e-06 +2.213392788943629969e-05 +5.294057105753875833e-05 +7.569400651272236553e-05 +8.620802399702351025e-05 +8.505864127017151053e-05 +7.624090637419129231e-05 +6.242704612781581786e-05 +5.511566971891875325e-05 +4.112652222725072713e-05 +3.835124540420899739e-05 +2.579751418061017215e-05 +5.288501990081092897e-07 +1.044975377091748163e-05 +3.390266120487920085e-05 +6.039548586850315926e-05 +8.133072063146020781e-05 +9.246657519939419675e-05 +9.467754354319590044e-05 +8.950102307682439621e-05 +9.446945792846513264e-05 +8.958192355371808878e-05 +1.294921654042285213e-04 +1.283213832989819707e-04 +4.605653411984093562e-07 +8.281240718429800732e-06 +2.657066993992657770e-05 +5.167393808180481302e-05 +7.610328836896698343e-05 +9.382101202669570149e-05 +1.027325764874388863e-04 +1.048872533867748060e-04 +1.163622180690612165e-04 +1.214309873621363813e-04 +1.950779336598855592e-04 +2.112953345323260101e-04 +5.571260901544989329e-07 +1.134010166785463451e-05 +2.904615674846900813e-05 +5.163765829221745641e-05 +7.597943143240519449e-05 +9.655536705159777457e-05 +1.101174559586841150e-04 +1.157808945831304524e-04 +1.169537175298522152e-04 +1.395045693608683594e-04 +2.203893027550410692e-04 +2.585583659085281816e-04 +6.744652148683152656e-07 +2.004822357075680564e-05 +3.881477116738266906e-05 +5.787419003309921672e-05 +7.866396185221181275e-05 +9.773609070244428109e-05 +1.121810049410418948e-04 +1.204343285252095787e-04 +1.222453158271484162e-04 +1.214207686928819976e-04 +1.520733006748096951e-04 +2.314666484766967074e-04 +3.808365936375540959e-05 +4.143096459171540934e-05 +5.499022543436766618e-05 +6.750089185206836653e-05 +8.070127513224715674e-05 +9.311158937471855450e-05 +1.031222355093304547e-04 +1.095895748127572854e-04 +1.119217283168464088e-04 +1.100817836459133838e-04 +1.062043265918273955e-04 +1.190586076130708578e-04 +8.484276363287046401e-05 +8.349359872724631106e-05 +9.759111263819322780e-05 +1.073233704992857809e-04 +1.166765897318218265e-04 +1.252370709688947628e-04 +1.319310222415251714e-04 +1.359122653899513843e-04 +1.366422262783360451e-04 +1.339119281847247307e-04 +1.289076628401243587e-04 +1.360570683115138639e-04 +9.640093145997673447e-05 +9.323276875860380395e-05 +1.078563028792526083e-04 +1.167685457329744128e-04 +1.249608064700319463e-04 +1.324127137593808555e-04 +1.381376396124780624e-04 +1.413268925284228274e-04 +1.414457826498032272e-04 +1.383288410069432933e-04 +1.340649570123847131e-04 +1.450838519291493571e-04 +3.691647542716101546e-05 +3.983869018589033297e-05 +5.280259403362854819e-05 +6.513112802674383929e-05 +7.848615827298593809e-05 +9.142272712566604036e-05 +1.022375388624195469e-04 +1.096639106472210661e-04 +1.131060934876092802e-04 +1.147279902111636766e-04 +1.277364794964679063e-04 +1.584393831103035914e-04 +5.328267932865135539e-07 +1.218913500581740600e-05 +2.564104047979278027e-05 +4.163492006367473770e-05 +6.086644973266553337e-05 +7.990656217260590167e-05 +9.567697758533451119e-05 +1.064571056908842408e-04 +1.157866632344165030e-04 +1.624833977602937465e-04 +2.691297812936350444e-04 +3.321253547904491447e-04 +4.350991747709367181e-07 +4.412716278892748038e-07 +7.928580506333738609e-06 +2.805664833153942881e-05 +5.307503795622405641e-05 +7.701381353692268597e-05 +9.577566011749297258e-05 +1.116159963516549292e-04 +1.660756633808717581e-04 +2.847943303567966036e-04 +3.756732219933475118e-04 +4.148355526084146570e-04 +3.543319573820811329e-07 +3.606214691283958392e-07 +0.000000000000000000e+00 +2.149969671893805798e-05 +5.152349212987888933e-05 +7.804049188026796684e-05 +9.922507027173561422e-05 +1.461979049189115695e-04 +2.741683721336685337e-04 +3.450123096537559340e-04 +3.984850547249487655e-04 +4.277253374449801093e-04 +3.966931162959487734e-07 +4.071264558518577246e-07 +0.000000000000000000e+00 +2.359399605925196092e-05 +5.655105695641205425e-05 +8.388135901052082082e-05 +1.028527065838291633e-04 +1.546116841179194599e-04 +2.918446375573054315e-04 +3.369225788214478276e-04 +3.781160378610888399e-04 +4.036177631992696733e-04 +4.714657249035797279e-07 +0.000000000000000000e+00 +5.552893689932540179e-06 +3.479265396614948425e-05 +6.243772991569624287e-05 +8.353727316701735014e-05 +9.581949761634201107e-05 +1.361946411200183117e-04 +2.401752025557573201e-04 +2.735384917659607258e-04 +3.068385267448494312e-04 +3.288863620791881602e-04 +2.142831845716887786e-05 +1.747875049505657411e-05 +2.961954426177558684e-05 +4.754998560950196042e-05 +6.350739154665130306e-05 +7.364001120252287034e-05 +7.638423868124012922e-05 +9.697757844740402023e-05 +1.464556148417131662e-04 +1.628550932503825661e-04 +1.888413193295045199e-04 +2.093685943255376011e-04 +8.142873742014284614e-05 +3.916556060946157835e-05 +3.515153192691950639e-05 +4.372935379771736080e-05 +4.677352253146979498e-05 +4.425242390571822870e-05 +3.736361204605734401e-05 +3.621313162787499545e-05 +3.401748946969284141e-05 +0.000000000000000000e+00 +4.785222997566193577e-05 +7.337843687973777753e-05 +1.740889191452887474e-04 +5.382970364243660322e-05 +5.152417728474513508e-07 +3.310528881054308102e-07 +2.024143433146263668e-07 +1.093524928913727101e-07 +4.107008792547451892e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.282958159718142458e-04 +9.721383228233165493e-05 +4.126793201252985482e-07 +1.766604333454488126e-07 +5.147646141616192003e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.352526400325263852e-04 +1.494594818987389647e-04 +2.732209790833083491e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.650683552087796406e-04 +1.952182190094928465e-04 +9.406670762381598298e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.939262034571615025e-04 +2.611579900892095998e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.146438427233632427e-03 +2.716876567754290752e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.191332269758515463e-03 +2.728892814943175023e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.157657187859200505e-03 +3.068143797990847944e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.052392540415586063e-03 +3.585840385540884235e-04 +1.491857472511009108e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.501673942939542830e-04 +4.105157427610776010e-04 +4.036079867226080943e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.139139437414245566e-04 +4.477476894005036107e-04 +5.289614566886076973e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.568634089233158529e-04 +4.491746355159150590e-04 +4.709439470237882631e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.051031837096477652e-03 +4.389833443047281691e-04 +3.049237684927772626e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.168080032885028628e-03 +4.486951650924026792e-04 +1.318334032635097722e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.221747945460537142e-03 +4.124655451496717583e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.167728202288401129e-03 +3.219158350162275328e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.015147918990592490e-03 +2.533911244737938485e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.650838379791050038e-04 +1.926811647284018656e-04 +1.096577807008790113e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.967865664814110791e-04 +1.778273480910070041e-04 +4.228497901517964407e-07 +9.306107245292139289e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.581996893989819378e-04 +1.492278802453153716e-04 +6.729621991983874462e-07 +3.558412311076601713e-07 +1.675770600596686784e-07 +5.606020808949095707e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.459226212696533449e-05 +1.084917614604832381e-04 +1.254245820009155978e-04 +1.052763891736234079e-04 +6.741483690414430859e-05 +2.867954853605813643e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.042051432485875695e-06 +4.495570518138179987e-05 +9.388476169902766101e-05 +1.088102421117743783e-04 +1.020286047510179461e-04 +8.484175615559324157e-05 +6.432498542129473727e-05 +5.022977291013115030e-05 +4.514688568881004510e-08 +2.642158932210042439e-09 +3.786234253508718577e-05 +4.543954352285351801e-05 +4.067262727186060956e-07 +2.848799803053890320e-06 +4.450657757509208660e-05 +8.169767168687251809e-05 +1.028572986177949690e-04 +1.085981495242049541e-04 +1.232073957151640477e-04 +1.221905289395330092e-04 +1.697735174215149381e-04 +1.770725044568593565e-04 +1.872093659917217138e-04 +1.867924914389386122e-04 +3.411075587248355250e-07 +0.000000000000000000e+00 +1.312085139808202848e-05 +5.587567086234193847e-05 +9.009701171434543758e-05 +1.122316918439948165e-04 +1.434513490517238100e-04 +1.613378530149076279e-04 +2.661154386779871471e-04 +2.889169579086183761e-04 +3.065043534606863703e-04 +3.100456836283748329e-04 +3.146358531476102697e-07 +3.634190816705038258e-07 +5.638546682991541880e-06 +4.328101984210978149e-05 +7.991623809076399464e-05 +1.076620712089323192e-04 +1.256147721788170566e-04 +1.689569110362952858e-04 +2.903509466728475719e-04 +3.434625780231812388e-04 +3.772536740156272480e-04 +3.874333092399132061e-04 +4.022604630656704004e-07 +4.381345574314894689e-07 +1.175940306260930034e-05 +4.294786547657443465e-05 +7.667541495591402437e-05 +1.051590101019699339e-04 +1.251823427653729647e-04 +1.378022114393924631e-04 +1.920855923566252730e-04 +3.131531885189807961e-04 +3.960970746922341541e-04 +4.215384529127206756e-04 +5.136861594712771998e-07 +5.956464866174131218e-06 +2.578476084065717586e-05 +5.012033190817192092e-05 +7.708054093389595689e-05 +1.017579150645029528e-04 +1.204318884438680210e-04 +1.313463287172331336e-04 +1.390762711192825365e-04 +1.875467899563639093e-04 +3.011895435244281482e-04 +3.644719094918438709e-04 +2.679038111742295593e-05 +3.139091550675580299e-05 +4.631111221011936763e-05 +6.159777711868956213e-05 +7.782892239964285985e-05 +9.301233381808337447e-05 +1.051835482346944031e-04 +1.130150299792393343e-04 +1.159685746403466710e-04 +1.157221734363327200e-04 +1.225806171405943875e-04 +1.438869052242110712e-04 +7.678977000622006703e-05 +7.689372439926746977e-05 +9.180387042896236182e-05 +1.031914419754392066e-04 +1.142412901635285054e-04 +1.242766144212301626e-04 +1.320502881348373442e-04 +1.366194167224013382e-04 +1.374250409900704616e-04 +1.343577452546065225e-04 +1.293201393190666069e-04 +1.375803907620955539e-04 +9.750931702422770185e-05 +9.513514573574452027e-05 +1.108027807370465468e-04 +1.210216225095203234e-04 +1.302642749973970040e-04 +1.384601308761267211e-04 +1.444958000532524530e-04 +1.475014162717050361e-04 +1.470215565749341991e-04 +1.436715766422911006e-04 +1.392392599361638879e-04 +1.733799241096831796e-04 +3.166064133543176770e-05 +3.557889396144104369e-05 +5.044931820720460888e-05 +6.543094155052779973e-05 +8.139524809771656771e-05 +9.649539110774131676e-05 +1.087533002688627869e-04 +1.169432986179457006e-04 +1.234379409500096722e-04 +1.429927208327019209e-04 +1.599261503896870994e-04 +2.732520736240557778e-04 +5.625398865769090219e-07 +4.841725877259593057e-06 +2.023528121636068578e-05 +4.087632234275880792e-05 +6.499621869348439559e-05 +8.817307479581411181e-05 +1.068834852794712294e-04 +1.247375020042134621e-04 +1.897279548631128625e-04 +3.225355398614146744e-04 +3.895869967193617018e-04 +4.514180091606513840e-04 +4.358323392938247909e-07 +4.673557910313364627e-07 +3.162565717951604409e-07 +2.741997132789528239e-05 +6.025224150160371364e-05 +9.119963026258481691e-05 +1.188533846962458148e-04 +1.998943072824773976e-04 +3.646273599066700765e-04 +4.766802131522833094e-04 +5.155692770580646515e-04 +5.487205449890863486e-04 +3.268936895678342902e-07 +3.676269112322088234e-07 +0.000000000000000000e+00 +2.119253701256269327e-05 +6.335451521325562065e-05 +1.021142648432710713e-04 +1.742273854410666750e-04 +3.691920858320397298e-04 +5.005579314067970650e-04 +5.449936957711050281e-04 +5.657757042597096010e-04 +5.937663162102656744e-04 +2.476111565462577313e-07 +3.693003062437042992e-07 +0.000000000000000000e+00 +2.645978341454878724e-05 +7.644225098590600625e-05 +1.465473013457031023e-04 +2.080232306838398929e-04 +4.329074701616480113e-04 +5.366671631385714486e-04 +5.619267257940331909e-04 +5.785354467762069894e-04 +6.039800343253680153e-04 +1.226275125690799140e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.568216310552151456e-05 +9.012202852945158974e-05 +1.589639737646417314e-04 +2.069188424761213632e-04 +4.055111314721351543e-04 +4.876888806093817577e-04 +5.093768057468068102e-04 +5.294928975555045344e-04 +5.559518459191411079e-04 +3.266814777270864715e-05 +3.062323255503841271e-05 +4.150512823459745704e-05 +7.000774158845150439e-05 +9.860255923959121568e-05 +1.505604894890634807e-04 +1.786565557935248833e-04 +3.136607046729414199e-04 +3.661349519682098293e-04 +3.909879715129679217e-04 +4.234603323168019667e-04 +4.550287388033960731e-04 +4.090047546855420216e-05 +3.756923157240481227e-05 +5.036530644050813088e-05 +7.117240112908084079e-05 +8.380767062929526620e-05 +1.080092422847462772e-04 +1.121105152170611487e-04 +1.631795093556397016e-04 +1.804304656676902047e-04 +2.077522194751700113e-04 +2.612453814839543536e-04 +3.042561074440695195e-04 +8.813910236888878788e-06 +4.989422866733099578e-07 +4.180380006519595134e-07 +3.042199667830858668e-07 +1.883030668000719219e-07 +9.421546908444507627e-08 +2.517311638698095193e-08 +1.116537866239964429e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.711859137186008050e-05 +1.277647929088150138e-04 +7.998484885050573994e-05 +3.918728881748606563e-07 +8.487276069943390723e-08 +2.894504114145471258e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.746805492803092804e-04 +2.769498192171194593e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.927120447730729297e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.049879684048146621e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.399835927057697371e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.712808423255800909e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.077960349527799113e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.897438354545743489e-04 +4.443118799462987232e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.079552843275521638e-04 +1.487562872531829491e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.261772495920076748e-04 +2.177510458000061346e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.430497386556770897e-04 +1.886244411437863830e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.718393162685289373e-04 +1.145129586600897261e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.964405629747998637e-04 +1.236239974948972591e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.036963752864134107e-04 +6.089710887799124243e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.684144475016350367e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.578675528037616907e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.629344225459454855e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.251161597156696491e-04 +8.632979456147156504e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.471899757469561775e-04 +1.760770942132316485e-06 +7.147283467041535541e-07 +3.117017859997541342e-07 +1.158938757946145005e-07 +9.939210919559861758e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.304507241287307572e-05 +1.715642419237136459e-04 +1.844137251967009465e-04 +1.464057278911025134e-04 +1.004990592104969261e-04 +6.071779873453946833e-05 +3.822831498010259528e-05 +2.217588730997120561e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.540455045346424387e-05 +7.249977591194688750e-05 +1.990498833781862383e-05 +7.256989512603587763e-05 +1.267095541519960692e-04 +1.440363871919538203e-04 +1.426941598489256944e-04 +1.557961961374512618e-04 +1.671064778411049910e-04 +2.114037742363618258e-04 +2.079879441722011697e-04 +2.132335105758942633e-04 +2.407628400520524931e-04 +2.553986534311040351e-04 +2.051485620655655702e-07 +0.000000000000000000e+00 +4.572893448450785506e-05 +1.030451458803182150e-04 +1.652527349057405473e-04 +2.106383713546973165e-04 +3.547436273192634045e-04 +3.997956348483320968e-04 +4.064955273305737829e-04 +4.022664385133445332e-04 +4.077485115310214661e-04 +4.136865922643913622e-04 +7.725277032189056882e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.498127628395539677e-05 +1.183501936322217782e-04 +2.076829720317449927e-04 +3.948076532671345633e-04 +4.838261233873856213e-04 +5.195977088002027818e-04 +5.167511170609036947e-04 +5.142904037152395535e-04 +5.191177011011160027e-04 +2.351650060736044603e-07 +3.742996363630623157e-07 +0.000000000000000000e+00 +4.718777717947276237e-05 +9.911193189851318422e-05 +1.705842486720537520e-04 +2.511965092563209494e-04 +4.281611376482996416e-04 +5.412664114657210783e-04 +5.634602090136709568e-04 +5.644118155329240841e-04 +5.725477807093107491e-04 +3.703763527271817163e-07 +4.609894426406958154e-07 +4.657092758438505615e-06 +4.503538060544701893e-05 +8.846821878504408480e-05 +1.289746682349075552e-04 +1.863601574352854008e-04 +2.498901912588117474e-04 +4.248910441922090775e-04 +5.356360242472405333e-04 +5.615115931002598749e-04 +5.764452969085172773e-04 +5.262690418780171764e-07 +5.621892932161175016e-07 +1.873144386382875938e-05 +5.031038990523322671e-05 +8.390923769953828777e-05 +1.142021399151062769e-04 +1.383226552505007444e-04 +1.562834837508008724e-04 +2.285958210592302375e-04 +3.788761688294311168e-04 +4.535928286726904207e-04 +4.963659843142585954e-04 +1.970599580692097735e-05 +2.514928069437393919e-05 +4.290503941393114052e-05 +6.143572079893881634e-05 +8.085188601043968707e-05 +9.871780918674121017e-05 +1.127624348383928345e-04 +1.215742010451934446e-04 +1.268859821918972338e-04 +1.408590409108662891e-04 +1.630983874678072992e-04 +2.470075471243766085e-04 +7.458328278940471378e-05 +7.601370309730106180e-05 +9.231586364738108164e-05 +1.056204338089129541e-04 +1.184031101306602180e-04 +1.298046004776377935e-04 +1.384017640344971736e-04 +1.431691225713663436e-04 +1.436389505712386890e-04 +1.406908124097349538e-04 +1.375479914460324936e-04 +1.751359152261347432e-04 +9.844597416423068407e-05 +9.617868452198740541e-05 +1.125268403909034055e-04 +1.231117359634152587e-04 +1.324535997795300651e-04 +1.404000831268055667e-04 +1.458043243695700784e-04 +1.479103783786234487e-04 +1.471115192330886892e-04 +1.417143400253247424e-04 +1.372905520688161806e-04 +1.751753607999523494e-04 +2.755400024632485259e-05 +3.158454885083895788e-05 +4.898482373114513362e-05 +6.598745629615326337e-05 +8.352549595516429049e-05 +9.957447179959547773e-05 +1.121198882685617071e-04 +1.233831371955085017e-04 +1.488964998317081464e-04 +1.554371655602203143e-04 +1.846345697616458845e-04 +3.169741142171864676e-04 +5.944316749771847417e-07 +6.171953230042572629e-07 +1.766618155848801778e-05 +4.334495201316280517e-05 +7.111677439239438121e-05 +9.821005650232856926e-05 +1.222013833249051609e-04 +2.007838973797990557e-04 +3.534716259878055954e-04 +4.285560129115433838e-04 +4.567591837702135059e-04 +5.162143750757175291e-04 +4.178175975753301724e-07 +5.055168571037750062e-07 +1.624930017004678839e-06 +3.503995392523559076e-05 +7.658110735886190345e-05 +1.369067447180072393e-04 +2.201230781501238706e-04 +4.185122289826361907e-04 +5.579731578211287978e-04 +6.020130513646220665e-04 +6.176194339948757597e-04 +6.477616744494425370e-04 +2.482076890198058058e-07 +4.141402466537607482e-07 +0.000000000000000000e+00 +3.876680130278993726e-05 +1.157243570206684054e-04 +2.241592939265320457e-04 +4.474941739682020353e-04 +6.198878795714747461e-04 +6.829522852715802462e-04 +6.986135787447530230e-04 +7.058879475893084380e-04 +7.318137528071134079e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.066724025339614898e-05 +1.833887697577650565e-04 +4.590066684551818619e-04 +6.222778538603849227e-04 +7.259384557675123547e-04 +7.564887005336816666e-04 +7.589008852618334177e-04 +7.610610821574960265e-04 +7.847317362439575018e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.228474965922350671e-05 +1.207265573557057733e-04 +2.220395914292580455e-04 +5.345492552893282455e-04 +6.577900824730595255e-04 +7.294964083952539717e-04 +7.454308961312215796e-04 +7.441099321740325852e-04 +7.491370194735698720e-04 +7.749447550953209723e-04 +1.048349045868137726e-04 +5.491893088062299664e-05 +1.002305361701645624e-04 +1.669762247797371092e-04 +2.421736476639215038e-04 +5.114469039369124457e-04 +5.981112251762291370e-04 +6.404899002345096045e-04 +6.507170746387288835e-04 +6.579797548820222851e-04 +6.773574277651577815e-04 +7.103134172772499312e-04 +8.952026640136682403e-05 +5.689303417493151967e-05 +1.198138042315282829e-04 +1.778222486432381392e-04 +2.207050494279764097e-04 +3.816584666125276935e-04 +4.243384120750012529e-04 +4.410775238193569820e-04 +4.600061383092023614e-04 +4.938134895106392275e-04 +5.438667315670977533e-04 +5.921336534625868883e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.652265290970644166e-07 +1.292813267820026868e-04 +1.324773570526457630e-04 +1.406666102047052171e-04 +1.547596236835998011e-04 +1.619150990261109034e-04 +1.954437250156072889e-04 +2.586058954935469586e-04 +3.524701379335476860e-04 +4.250633698355699304e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.394822915880164179e-04 +2.298736529510903449e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.493379173901354040e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.867390505130550667e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.525208359755517971e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.056752525582675212e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.992108186996859387e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.062761387560788012e-05 +2.140579332255552679e-06 +7.536597834663408651e-07 +3.103142221731485625e-07 +1.079092467721732037e-07 +2.930223462070569089e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.879745132157155727e-05 +1.343953104060511129e-04 +2.202189739224725065e-04 +2.564241211442095151e-04 +2.614074596619657301e-04 +2.298888599652779217e-04 +1.925484208732954300e-04 +1.875211268234534411e-04 +2.197212070065988529e-04 +2.104667012821530086e-04 +2.129914442590507921e-04 +2.431199972561534173e-04 +3.037920250708944650e-04 +3.433988146846166643e-04 +6.409713240720957912e-05 +1.139483006259740935e-04 +1.952849114600369441e-04 +2.398942067261097995e-04 +2.996461177440668672e-04 +4.683077501753504421e-04 +5.095522051300728971e-04 +5.029145824334457955e-04 +4.880032795532015339e-04 +4.870627205502204757e-04 +5.050504903008502106e-04 +5.227135964848895382e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.583518339248374147e-05 +2.088620883170688616e-04 +4.446661516925982894e-04 +6.280614278955951122e-04 +6.950410396742710047e-04 +6.924492537063267096e-04 +6.711292235778819207e-04 +6.498235392354937160e-04 +6.419835727230377735e-04 +6.483624824030225680e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.948818206490034708e-05 +1.304149118222110268e-04 +2.681918956526695781e-04 +5.778656499336027024e-04 +7.280117341362159905e-04 +7.610659684972508271e-04 +7.533082180091153768e-04 +7.308294137138584244e-04 +7.142461559843491133e-04 +7.180379362403141539e-04 +7.656051214066053759e-08 +0.000000000000000000e+00 +7.042741808531300112e-06 +7.173053868161368514e-05 +1.907749042499483295e-04 +4.762705954019429643e-04 +6.406540485910226400e-04 +7.263478900428516115e-04 +7.525743483274031573e-04 +7.426892319284633497e-04 +7.287719933725406033e-04 +7.348922320262786263e-04 +3.036258831050278711e-07 +5.086741641426851140e-07 +9.816174465479578351e-06 +5.685154074972574687e-05 +1.125235160695920827e-04 +2.373209132537683287e-04 +4.600263709838258428e-04 +5.625121388629485217e-04 +6.638155778515022164e-04 +6.900071723909378648e-04 +6.886817722012497905e-04 +6.975273438025807833e-04 +5.360219811776270882e-07 +6.040975295248595183e-07 +1.769599708795631436e-05 +5.447971728951323829e-05 +9.284859165866444727e-05 +1.301757967027418440e-04 +1.818398650112990175e-04 +2.546470432702862695e-04 +4.313138132073003899e-04 +5.204251174007566835e-04 +5.605737200244210279e-04 +5.798195524482854411e-04 +1.392547716899911696e-05 +2.104429942944493687e-05 +4.065473881521573975e-05 +6.167277363289581124e-05 +8.322766275265789705e-05 +1.025850749679213373e-04 +1.178571920661635174e-04 +1.287419959683690630e-04 +1.494277253311627172e-04 +1.643884258035219843e-04 +2.633031212005919851e-04 +3.074960250300289781e-04 +7.305520132367748028e-05 +7.524290170334916304e-05 +9.244137269801981681e-05 +1.067012200992936292e-04 +1.201833154738874760e-04 +1.318714047956803586e-04 +1.402878411444942333e-04 +1.444795290714261929e-04 +1.450883858597499989e-04 +1.418523602413577231e-04 +1.664821909483269976e-04 +1.867747209826964077e-04 +1.027383839848370955e-04 +1.002029061428892664e-04 +1.169198269150554826e-04 +1.272556014858003219e-04 +1.359367673759327569e-04 +1.428301773348745541e-04 +1.468306115223700433e-04 +1.482724337942582923e-04 +1.448866980813095227e-04 +1.387196743452069104e-04 +1.536372235120490176e-04 +1.729078147725685629e-04 +2.637209843160065331e-05 +3.151020992582857333e-05 +5.056947706433383421e-05 +6.903101605477259342e-05 +8.738603641143428556e-05 +1.042951815391057323e-04 +1.175309076444788032e-04 +1.494552103357570832e-04 +1.598269930288532766e-04 +1.732023977574876587e-04 +2.883664407391461036e-04 +3.546114927944242013e-04 +6.376643710698556351e-07 +6.771715362500150438e-07 +2.003011731989836030e-05 +4.996604191810442695e-05 +8.406838658926359413e-05 +1.374050900251129644e-04 +1.858833264850457540e-04 +3.644533340212812713e-04 +4.557164427625731316e-04 +4.833895476753291630e-04 +5.267492402323515569e-04 +5.593192805317162000e-04 +3.930627638816270081e-07 +5.674324305623628223e-07 +1.152106091442542907e-05 +5.612809446821754553e-05 +1.668174916210955435e-04 +3.725658691302267131e-04 +4.893899471503452550e-04 +6.234296502110622893e-04 +6.784526566109935113e-04 +6.918811508573966549e-04 +6.996460217220488043e-04 +7.216354431247544313e-04 +1.664187938536827313e-07 +0.000000000000000000e+00 +1.930265002933322251e-05 +1.429838537965445690e-04 +3.953692754785732909e-04 +5.967178777174570641e-04 +7.372819847807647511e-04 +8.130197018055335036e-04 +8.351620397366777858e-04 +8.318284102359325234e-04 +8.261519146970220219e-04 +8.463959755370887217e-04 +8.256167796137898980e-07 +5.681762453061078303e-06 +8.510197714563234970e-05 +3.842338208605429960e-04 +6.326527802076120990e-04 +8.285009166908347033e-04 +9.280580484846175223e-04 +9.660959251736247078e-04 +9.641321946094921812e-04 +9.441227961184771702e-04 +9.290114860940332838e-04 +9.468607654726607327e-04 +6.101522502780546239e-05 +4.696019092675373405e-05 +1.758125532057490761e-04 +5.500604408736298146e-04 +7.844467616705895052e-04 +9.557690309432241961e-04 +1.018560779274583616e-03 +1.028035705714053227e-03 +1.008193524346500140e-03 +9.796139185037310276e-04 +9.637965967352074169e-04 +9.840017626646952592e-04 +0.000000000000000000e+00 +8.649819730985284778e-05 +4.364575243121715997e-04 +7.175378345900266163e-04 +8.675423242987337098e-04 +9.816731319622702852e-04 +1.005597800980878196e-03 +9.931622016597745073e-04 +9.673812055759479882e-04 +9.440802592048924951e-04 +9.399514857904072091e-04 +9.680488942707845927e-04 +5.005933179801419353e-06 +1.163509244477010295e-04 +4.887855649141218187e-04 +7.206453497215568448e-04 +8.041175721666612985e-04 +8.508936941898974328e-04 +8.453889093639653995e-04 +8.313128082587364822e-04 +8.237230987777698727e-04 +8.285519722878975082e-04 +8.546382719090349052e-04 +8.997762113676072539e-04 +1.737711225648173993e-04 +1.851240787264293180e-04 +2.943097831141009411e-04 +4.989054797881318669e-04 +5.392692781434357905e-04 +5.280331922580670150e-04 +5.168548652796490063e-04 +5.266421557775295649e-04 +5.684464937677225762e-04 +6.297382237087439331e-04 +7.082589284781782603e-04 +7.816935720529738637e-04 +1.019465701500232724e-05 +1.534527994554476866e-06 +4.817406255559310847e-07 +2.453492638636421880e-07 +7.263498307948179267e-08 +1.173774705020949513e-04 +1.237282088655966171e-04 +1.535928292832617465e-04 +2.442173020588792889e-04 +3.649809225049416772e-04 +5.129850601794664266e-04 +6.247058185132976435e-04 +7.366316105373416560e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.144983039426138215e-04 +3.017155147265658749e-04 +4.498479700572882581e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.251175539889021172e-04 +2.949328239342376514e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.742045191152256196e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.789484596175546203e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.282691806231094267e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.183902561666691061e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.857901254242432718e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.433524352589250971e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.125085567818187186e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.818343028134745661e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.341628585100067446e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.819713105887069266e-06 +1.316541881838474758e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.124141842063023644e-05 +1.939805478897576880e-04 +3.043855627565735531e-04 +2.079036251507552504e-04 +2.511702641165327850e-04 +2.698055678258858892e-04 +2.395238389254820109e-04 +1.922217304243752957e-04 +1.870361185135454565e-04 +1.642634798841292290e-04 +1.798937276466977585e-04 +2.350369326920257623e-04 +3.155632954614767238e-04 +4.269884844192164356e-04 +5.026612490792676862e-04 +2.602144619891815966e-04 +4.764800985283010153e-04 +6.353405259663046610e-04 +6.896540100735054461e-04 +6.723802140366210919e-04 +6.375002976540419765e-04 +6.044152588655527653e-04 +5.786881713829425053e-04 +5.764038564816415400e-04 +5.962223321923458812e-04 +6.387708399564736086e-04 +6.773086814770337130e-04 +1.086484420727857475e-04 +3.145748941833064740e-04 +6.152885023734447865e-04 +8.050867822532949050e-04 +8.908838308257286103e-04 +9.364966064221347166e-04 +9.134568377739474276e-04 +8.694556785623829215e-04 +8.274796307307203617e-04 +7.985138901991542353e-04 +7.932149772155556392e-04 +8.069905987311035925e-04 +1.342809915740938249e-04 +1.321035288822362157e-04 +4.241455858256638163e-04 +7.154930554323026166e-04 +9.230348654990963141e-04 +1.022092138821899124e-03 +1.036494837566575124e-03 +1.006037695044909855e-03 +9.581382986738681698e-04 +9.104456020191480353e-04 +8.812101335755475424e-04 +8.826208932878170646e-04 +1.237842237177434062e-04 +8.154590379800253611e-05 +1.701506441077248004e-04 +4.923321342716370508e-04 +7.580842415988634344e-04 +9.474704839731220565e-04 +1.016503402190834654e-03 +1.018151395938662190e-03 +9.858786158274341141e-04 +9.410057117019268507e-04 +9.061579012774432932e-04 +9.046107225477870379e-04 +2.324575756802742320e-07 +6.740834066190585400e-06 +7.077217794609564955e-05 +2.107784620984453174e-04 +5.238362652253301596e-04 +7.871841026554284460e-04 +9.015667618223735438e-04 +9.414550491498203943e-04 +9.348695938029852543e-04 +9.047315250439915552e-04 +8.758690352392863553e-04 +8.764371927706784190e-04 +2.217106010655679215e-07 +5.981284626360220607e-07 +2.687870352880370120e-05 +8.540969821797552407e-05 +2.254137389124739508e-04 +4.941283076984293813e-04 +6.745613470240090920e-04 +7.772452837999481445e-04 +8.118116932547763493e-04 +8.040484660487586368e-04 +7.890060789322844020e-04 +7.913604185999347299e-04 +5.553383697017811513e-07 +6.608479108168182567e-07 +2.103870861524087104e-05 +6.338045798779538603e-05 +1.093818813248752909e-04 +1.744156379124383975e-04 +2.659126439522949549e-04 +4.642643833059646990e-04 +5.711476344542170671e-04 +5.953237731320723926e-04 +6.181878958657032038e-04 +6.279444068099391055e-04 +1.063390799474085561e-05 +1.942202748443258808e-05 +4.120585027999073993e-05 +6.439669890608495451e-05 +8.747265528966812788e-05 +1.080346667309622721e-04 +1.248803560930491553e-04 +1.524146589087323395e-04 +1.611098941648259140e-04 +1.835120125298490259e-04 +2.916845376796708684e-04 +3.194384453039841843e-04 +7.483223518853558914e-05 +7.738151913778099111e-05 +9.530416874437668809e-05 +1.099647141450261887e-04 +1.234266747346398176e-04 +1.346126103767138985e-04 +1.420978009645422415e-04 +1.461832246981979071e-04 +1.442691150616997350e-04 +1.410322792705913809e-04 +1.679705071551023440e-04 +1.826862703455014027e-04 +1.115295251555441550e-04 +1.080376607623166298e-04 +1.248176199258196027e-04 +1.340898891879236732e-04 +1.411685885063418042e-04 +1.459965424272397514e-04 +1.476620044742673482e-04 +1.467310739189504572e-04 +1.406729212709321791e-04 +1.333698774327950307e-04 +1.477056541412849857e-04 +1.598671774679131738e-04 +2.930044247069354886e-05 +3.587123716135097164e-05 +5.562628344977412214e-05 +7.455014075524306902e-05 +9.333316542186206280e-05 +1.083710237957913563e-04 +1.210432288959655765e-04 +1.544022140084640431e-04 +1.601862432771423148e-04 +1.841343154806083214e-04 +3.050934169747816218e-04 +3.462096478151869021e-04 +7.082027078802413253e-07 +0.000000000000000000e+00 +2.629604042036024563e-05 +6.131008237789069000e-05 +1.196263459987083723e-04 +1.617809875874032265e-04 +2.275996748463808312e-04 +4.217942636275876628e-04 +4.871541801577852879e-04 +5.042985906079796524e-04 +5.432307638131893615e-04 +5.647212054128098249e-04 +3.968554803796672553e-07 +6.499796978971208247e-07 +2.810367776837201665e-05 +1.206471196411308769e-04 +3.487786476935545517e-04 +5.186325539687081359e-04 +6.157162590322439897e-04 +7.154656200341362113e-04 +7.456888698983951723e-04 +7.457877370608341668e-04 +7.442849547499759150e-04 +7.587857589665407583e-04 +8.506005838094254029e-08 +1.170861442469365966e-05 +1.138254724566076248e-04 +3.715796630017528649e-04 +6.432407513813223968e-04 +8.120082214213354991e-04 +9.058320377149067966e-04 +9.489978859330666346e-04 +9.500122640237115010e-04 +9.296814599884392844e-04 +9.109194669013070565e-04 +9.237050220338316074e-04 +2.771992087128340233e-05 +1.417653669944910259e-04 +3.951973520479448504e-04 +7.123472075935801317e-04 +9.521744659661507230e-04 +1.098865160773699777e-03 +1.163051026243012553e-03 +1.169276592942016793e-03 +1.140283301217606812e-03 +1.096714044325399406e-03 +1.063607490342220871e-03 +1.073319739574526933e-03 +1.686631373478620819e-04 +3.553440450647396510e-04 +6.688115440774318205e-04 +9.996961010754980195e-04 +1.208622389833774761e-03 +1.313007481666655929e-03 +1.333895963774557863e-03 +1.304097233888670739e-03 +1.249564514013623432e-03 +1.190635740416629267e-03 +1.151812307317043229e-03 +1.163387072766043943e-03 +2.370543738005619799e-04 +5.597149794608306935e-04 +9.623884364099330414e-04 +1.244275445215317936e-03 +1.387951397524654802e-03 +1.431839097052819846e-03 +1.406418635465402729e-03 +1.347667665819691791e-03 +1.279836578214364534e-03 +1.219372932022966000e-03 +1.187043577897576186e-03 +1.206100062705344920e-03 +3.008174949026489083e-04 +6.897377677904820712e-04 +1.097857403295572111e-03 +1.321566026115819073e-03 +1.393909421849850875e-03 +1.381447311009764006e-03 +1.327674930526522197e-03 +1.265168101797626860e-03 +1.210436361254278942e-03 +1.172309649825744064e-03 +1.165437598903160642e-03 +1.201502918508881058e-03 +5.120445879804901620e-04 +7.508956781584992047e-04 +9.959029891762382139e-04 +1.131608335692680127e-03 +1.136493537938604390e-03 +1.092851019732205171e-03 +1.050464859373507987e-03 +1.027977369853100851e-03 +1.026377151381228491e-03 +1.042939785407635519e-03 +1.085221705787054163e-03 +1.150263021489166025e-03 +1.309612605407636278e-04 +4.853871921885063133e-04 +6.808486874683099916e-04 +6.707915282436571584e-04 +6.153968292642752374e-04 +5.750838956023120348e-04 +5.807921662845873419e-04 +6.417354612585552710e-04 +7.359931522749462319e-04 +8.406607413861750177e-04 +9.554855257331389389e-04 +1.061013650617735442e-03 +3.804210926297557136e-06 +1.482003753064661136e-06 +1.308989216325674254e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.131807827847569787e-04 +3.935644295430878949e-04 +5.970211066303096050e-04 +7.984282057187222286e-04 +9.516148018189566488e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.091610086197528410e-04 +3.730384467978572994e-04 +6.469074626263066801e-04 +8.465945136505072114e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.245115119187421435e-04 +5.342084944229511401e-04 +7.701026432554762763e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.596641692776307121e-04 +4.839407489040097477e-04 +7.383701755204667792e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.794938982131487131e-04 +5.115298159588316847e-04 +7.540259581741663849e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.622496103643690620e-04 +5.635551550419931133e-04 +8.002798067899086296e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.036527301654677100e-04 +3.647309715243404271e-04 +6.381774793677401358e-04 +8.518869925537879070e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.024150162296665424e-04 +4.399894956652193774e-04 +6.827952864255294914e-04 +8.781602765063191516e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.294497196371974309e-05 +1.869890400943905709e-04 +4.288915503737306774e-04 +6.665425301251299943e-04 +8.581384988262305818e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.294137003414208515e-05 +3.239823073931522761e-04 +5.852391807584731700e-04 +7.889015497019207564e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.760166576098414490e-04 +4.799421038785431576e-04 +6.885618606300475571e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.935418594000925672e-05 +3.609418615025347687e-04 +5.862369895858015028e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.829113925558120776e-04 +5.159585736797759475e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.757012901789992055e-04 +5.018481916786124864e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.151875509870425707e-05 +3.466807766861824177e-04 +5.510275380406774899e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.637281623554451163e-05 +2.400602123030955973e-04 +4.840380222645256211e-04 +6.530378982432839818e-04 +2.707691017889428571e-04 +3.111652326580500757e-06 +9.040660404784299405e-07 +2.216375128357911714e-07 +0.000000000000000000e+00 +8.566690929545693958e-05 +1.109982056433623886e-04 +2.124027401125436426e-04 +3.434356110473161606e-04 +5.015607481631566061e-04 +6.675705029880175901e-04 +7.842021092024324810e-04 +2.313571722710706328e-04 +5.864458267722906038e-04 +8.104128833863397108e-04 +8.289756360773988930e-04 +7.609285166472818307e-04 +7.051144929493774558e-04 +6.681742951371386898e-04 +6.769928438980091570e-04 +7.153736860837225453e-04 +7.721561810734950361e-04 +8.481279383517068352e-04 +9.154672250688544993e-04 +2.079150531794720063e-04 +6.384692829168463245e-04 +1.067225218800741185e-03 +1.246155877053132469e-03 +1.258590131837759645e-03 +1.199999599484162819e-03 +1.123817411766780006e-03 +1.057185347984853155e-03 +1.010101141255735418e-03 +9.853671467765024242e-04 +9.915793284297189959e-04 +1.020504082405659972e-03 +1.859429159123430965e-04 +5.190639749925061650e-04 +9.998957569580075536e-04 +1.295146993061311843e-03 +1.411526407019439823e-03 +1.413784140442407664e-03 +1.351761997397461215e-03 +1.266873036090501855e-03 +1.183183284888970899e-03 +1.114656744509676025e-03 +1.078074986942592368e-03 +1.082389932830550875e-03 +1.363434481621092628e-04 +3.939724173689893331e-04 +8.009840089865580531e-04 +1.128365915150295485e-03 +1.323714462655549862e-03 +1.396488772337010301e-03 +1.382187285631476586e-03 +1.319253407121951868e-03 +1.237209717800982246e-03 +1.157131978805361026e-03 +1.102261357035488843e-03 +1.094754364699082215e-03 +9.944661753087056513e-05 +2.797314326006569794e-04 +5.514316409185367890e-04 +8.671122304591068371e-04 +1.106314877590608209e-03 +1.239744130777752432e-03 +1.278684879861503084e-03 +1.254323714794898731e-03 +1.195231247918183753e-03 +1.124879720524938828e-03 +1.069734060746160408e-03 +1.059869179369007670e-03 +1.025404584513179585e-07 +6.546967201911115485e-05 +3.012954187349778791e-04 +5.472923900434764708e-04 +8.314855271902921521e-04 +1.011677179241998520e-03 +1.096190489865786532e-03 +1.111489508461647579e-03 +1.082953482791305412e-03 +1.033305918614955575e-03 +9.886841590384838618e-04 +9.811988159144024134e-04 +1.736266543483818578e-07 +0.000000000000000000e+00 +6.631935991216696385e-05 +1.902345429780790385e-04 +4.681217825465415093e-04 +6.881918025144265465e-04 +8.384028933703904958e-04 +8.994938255529836288e-04 +9.038327625711668322e-04 +8.812438559510318197e-04 +8.525525311428595312e-04 +8.461976902375087806e-04 +6.065945922530170153e-07 +7.394851029674895358e-07 +2.750966424028833266e-05 +7.844343509801650208e-05 +1.510847417066150770e-04 +2.282551312986052508e-04 +4.586086869635633430e-04 +5.910570832797744367e-04 +6.271964785090498786e-04 +6.475365429406351476e-04 +6.432647986069551420e-04 +6.409715061446919675e-04 +1.078359332760023170e-05 +2.091028710823505902e-05 +4.485592344567658501e-05 +6.958321945912051437e-05 +9.376721058849118312e-05 +1.144251429573281208e-04 +1.484074858211429488e-04 +1.625470886737855460e-04 +1.745626220945874999e-04 +2.713208705067922171e-04 +3.089273700318128269e-04 +3.104869088988533241e-04 +8.095914165285041466e-05 +8.319799473820276155e-05 +1.016113973001523042e-04 +1.158960571941358372e-04 +1.284116509370524298e-04 +1.381106845508596188e-04 +1.450172292306028401e-04 +1.458926335656074804e-04 +1.429511752619401271e-04 +1.668158476357525571e-04 +1.649376424809173276e-04 +1.707312405513585114e-04 +1.254411540106542804e-04 +1.200111306368784850e-04 +1.364479766269454015e-04 +1.435979007708416521e-04 +1.478837614023075430e-04 +1.495435994978995390e-04 +1.488535530415583286e-04 +1.435587191130897780e-04 +1.352263685875184805e-04 +1.423974047574871015e-04 +1.359840872225238993e-04 +1.390404137116158791e-04 +3.755618971409887272e-05 +4.409577463231292193e-05 +6.427450581492727096e-05 +8.201945124887905826e-05 +9.878746278494059238e-05 +1.119590430412955066e-04 +1.425339642348640175e-04 +1.537147470854606057e-04 +1.632702684468719098e-04 +2.516812716660001524e-04 +2.987811816973297329e-04 +3.094713758880139848e-04 +8.256026706762705015e-07 +1.868729155597238256e-06 +3.525359316740440507e-05 +7.149402820756890688e-05 +1.349234149138698723e-04 +1.882491319420297638e-04 +3.531868366824784705e-04 +4.536918497600620024e-04 +4.811489374503808130e-04 +5.105127011788662380e-04 +5.205918375729800922e-04 +5.291846958111813852e-04 +4.750961408953567456e-07 +7.587435417148311257e-07 +6.056171961750197904e-05 +1.560794856855031757e-04 +4.225936859869624087e-04 +5.770799131193855326e-04 +6.930155042845354127e-04 +7.474692741408303252e-04 +7.580064974311791258e-04 +7.508231886136148159e-04 +7.395575763602172097e-04 +7.460710562085607614e-04 +1.096223220263028386e-07 +3.189838296064910532e-05 +2.619336091208028972e-04 +5.240354043588085417e-04 +7.745165642228470960e-04 +9.225328877488913216e-04 +9.982503047399134306e-04 +1.017979644141979141e-03 +1.001914718317097660e-03 +9.687437270591698051e-04 +9.405113982197870013e-04 +9.457435344574680568e-04 +2.508310567643197778e-05 +2.081188164360763264e-04 +5.991996289702126305e-04 +9.349812357531947287e-04 +1.164753424300132064e-03 +1.285838883212391762e-03 +1.321964540890624516e-03 +1.301246295336629544e-03 +1.249104869923075645e-03 +1.186713305240892722e-03 +1.139991121869424412e-03 +1.141578575091412940e-03 +1.557900082674536137e-04 +5.159917947722069635e-04 +9.931736857132079759e-04 +1.335691859583676769e-03 +1.526620483999201628e-03 +1.595091276145036829e-03 +1.578445337753608003e-03 +1.513068402120282610e-03 +1.427292822577462886e-03 +1.342284602958602113e-03 +1.284322027392101459e-03 +1.286888721610318946e-03 +5.297877962160793845e-04 +9.798273784953947033e-04 +1.419514159746316628e-03 +1.707406100041033038e-03 +1.828066396375670937e-03 +1.827030024867830988e-03 +1.753855477404726556e-03 +1.649298798309327928e-03 +1.540420719476049511e-03 +1.444886741584035326e-03 +1.386368814723803848e-03 +1.395022977888679856e-03 +5.410898166502042979e-04 +1.110763197051354472e-03 +1.639887490345325570e-03 +1.906302412145444852e-03 +1.962385987107486112e-03 +1.901648288747927835e-03 +1.791357704524015881e-03 +1.672519443638835219e-03 +1.565939616491703306e-03 +1.482492620709535388e-03 +1.441190244282133763e-03 +1.465063416605969296e-03 +3.096831377711863282e-04 +9.469329760512305546e-04 +1.572040378780153753e-03 +1.812924972337538222e-03 +1.819241361426396277e-03 +1.734555484164640275e-03 +1.634158970971503642e-03 +1.548156227536926985e-03 +1.484603607539041999e-03 +1.445352171401226337e-03 +1.444430812613117223e-03 +1.495371007570483416e-03 +2.942831730812413976e-04 +8.144947074416022861e-04 +1.265141071415709943e-03 +1.373369220090033590e-03 +1.336650283609078270e-03 +1.280146744588213153e-03 +1.258476735063450988e-03 +1.268665056812145467e-03 +1.297907405453806000e-03 +1.338535971853098069e-03 +1.401763018342407985e-03 +1.491473876315032795e-03 +3.234656726392151540e-04 +6.722172683208898309e-04 +7.282535720325914287e-04 +6.499308358658287613e-04 +6.026080519898568922e-04 +6.121461082122373921e-04 +7.132374971928853074e-04 +8.747872647360322752e-04 +1.038651376939277778e-03 +1.187209421428812037e-03 +1.331580899867637396e-03 +1.467830154606118319e-03 +2.623681082388110069e-05 +1.819826696550314755e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.035631005878658114e-04 +4.824270130418422992e-04 +7.731022304047485694e-04 +1.035212158523095890e-03 +1.262649239191573035e-03 +1.445451969210104475e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.233080116631617530e-04 +5.951758220525874389e-04 +9.342019323430955863e-04 +1.226475101086174028e-03 +1.446016447907945163e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.431234342948234568e-04 +5.526131442508933241e-04 +9.232096368600520297e-04 +1.245975544566430221e-03 +1.483956219158953822e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.639701280894129185e-04 +6.608271272840247988e-04 +1.012617944623029481e-03 +1.324939305238319017e-03 +1.559509100201047918e-03 +4.623225053387209447e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.496683073923807372e-04 +5.673139736111064034e-04 +8.860473837121831710e-04 +1.174169275845058031e-03 +1.442007582716861667e-03 +1.656134585584950834e-03 +9.839279848050127121e-06 +0.000000000000000000e+00 +5.766009504907026670e-04 +6.312811797583024569e-04 +6.307921892952961544e-04 +6.633212325991442917e-04 +7.827190111914926907e-04 +9.569910564163102351e-04 +1.141178895655953337e-03 +1.346742389146334895e-03 +1.557995611328544163e-03 +1.744688808924742176e-03 +5.661116044486647330e-04 +1.047875356188958948e-03 +1.500881193743596170e-03 +1.550144856629002369e-03 +1.392328497862794796e-03 +1.259681572764050940e-03 +1.208716082620834523e-03 +1.233307946204765908e-03 +1.322737539153453264e-03 +1.458571069134341350e-03 +1.627658605915097102e-03 +1.793370881093862444e-03 +4.939725473287995446e-04 +1.213101593358820694e-03 +1.741966096853055914e-03 +1.764016058453191484e-03 +1.554148931868750121e-03 +1.365258897479786288e-03 +1.269466539541767077e-03 +1.252821917284908070e-03 +1.331980158368474988e-03 +1.456206939731796105e-03 +1.618842133396271137e-03 +1.780027998295325960e-03 +5.075097659492939627e-04 +1.000031633180761912e-03 +1.150064680164695520e-03 +1.068459827872933303e-03 +9.621309590279703786e-04 +8.767614909201773294e-04 +9.153216334042008073e-04 +1.016650788080669969e-03 +1.153042834274322758e-03 +1.329732287074013135e-03 +1.526093865593018120e-03 +1.701388622604817387e-03 +2.749636701559328322e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.795650034996950126e-05 +3.138313105897429819e-04 +5.870658811024100044e-04 +8.610953903059718768e-04 +1.118347580201076207e-03 +1.374132394064694852e-03 +1.575079721594090099e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.766826107002441996e-04 +5.564477103551892286e-04 +8.928359698162505534e-04 +1.207167390438491743e-03 +1.433305635164512518e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.481373923036933191e-04 +7.275672947737767127e-04 +1.073412687132374154e-03 +1.311123659414507349e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.018832082666975309e-04 +6.719186005519847422e-04 +1.006471101083389373e-03 +1.234201363572918174e-03 +1.147528236604957328e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.227375097607805235e-05 +4.228867778354287467e-04 +7.345641967316398182e-04 +1.015139388910739522e-03 +1.211128014576423302e-03 +1.660421893319332696e-05 +3.527358693784165181e-06 +3.122970164942927855e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.197700981815736043e-05 +2.219456736846323617e-04 +4.359471205940825770e-04 +6.664284705242643500e-04 +8.859449684178960591e-04 +1.083663536998521722e-03 +1.232686892322201570e-03 +5.222644735591000682e-04 +8.903317912944574324e-04 +1.007138553948231340e-03 +9.248337950067448028e-04 +8.158543220842929102e-04 +7.772587572121059151e-04 +8.060206843561826826e-04 +8.850585054075382849e-04 +9.791704829553076004e-04 +1.075140036335106835e-03 +1.180301249702278088e-03 +1.277236854988260048e-03 +5.679891554172358022e-04 +1.138043477612287217e-03 +1.543234350003269521e-03 +1.628042125507108296e-03 +1.549363304815566450e-03 +1.440165023573518766e-03 +1.348598978513445299e-03 +1.288620983634978460e-03 +1.256002933260645833e-03 +1.246413215735020161e-03 +1.269355627806001419e-03 +1.319134403346942670e-03 +5.250211004936703243e-04 +1.113205244166130163e-03 +1.668167302573734861e-03 +1.903950558062570504e-03 +1.909660845382079534e-03 +1.807977481923941834e-03 +1.673678302074175627e-03 +1.545078151954522175e-03 +1.437928326899569039e-03 +1.358822023546536664e-03 +1.322538103862527792e-03 +1.336591967845835198e-03 +4.347820925579631238e-04 +9.046375993941889243e-04 +1.469162210635150366e-03 +1.800164188449388837e-03 +1.909307270389463051e-03 +1.875557379417808288e-03 +1.767755035892284565e-03 +1.634343181996567029e-03 +1.504014997797751890e-03 +1.393630448164533131e-03 +1.324574794562366660e-03 +1.316539742243009493e-03 +3.124342464900196903e-04 +6.402504814143657056e-04 +1.116859305754180432e-03 +1.483269478718432467e-03 +1.678352804919854436e-03 +1.727873780456151307e-03 +1.680001533291941400e-03 +1.580606397826922688e-03 +1.463554853339519429e-03 +1.352381732514693589e-03 +1.273603691438721704e-03 +1.255746999246614131e-03 +2.260331757444214798e-04 +4.134742953990972652e-04 +7.596106846499374107e-04 +1.108824886543544096e-03 +1.349827885473752105e-03 +1.465194239336371643e-03 +1.479349562388857300e-03 +1.427804639377451557e-03 +1.342752761999496496e-03 +1.249737990043537500e-03 +1.177366138827405087e-03 +1.158434938880369136e-03 +3.948533987368813515e-07 +1.190640746984007687e-04 +4.187399858322865759e-04 +7.435809768569131553e-04 +1.002592450790250897e-03 +1.155956393379767430e-03 +1.220848640447320900e-03 +1.215146377397581133e-03 +1.167105142430101663e-03 +1.100924997715070370e-03 +1.043838871318373412e-03 +1.027674161949666256e-03 +2.270182833151203927e-07 +1.016671144855359577e-07 +1.040809189051296335e-04 +3.620498960334226192e-04 +6.142818216099175206e-04 +7.747818356561815079e-04 +9.062144201313520383e-04 +9.458379145716433976e-04 +9.337996674899053844e-04 +8.989653046975220382e-04 +8.606454953763746293e-04 +8.450738334358838966e-04 +7.157989017927782910e-07 +0.000000000000000000e+00 +3.692411227906750726e-05 +1.112761701083109109e-04 +1.756406706279479686e-04 +2.486671017296008136e-04 +5.112849336004677463e-04 +6.082544922106549595e-04 +6.232405340376744908e-04 +6.348178130070939156e-04 +6.192396822314498797e-04 +6.076496899548101179e-04 +1.556435938659146898e-05 +2.679708141841604711e-05 +5.195866214563205223e-05 +7.741727289783526444e-05 +1.002600773784296243e-04 +1.186978968644160858e-04 +1.527349483620940064e-04 +1.608511554718228297e-04 +1.689092465821731830e-04 +2.703291065836464563e-04 +2.844703076303900665e-04 +2.766810040585005815e-04 +9.219448600559547393e-05 +9.325459315053153840e-05 +1.116675050514265836e-04 +1.245168511663662558e-04 +1.348371975304087881e-04 +1.417913266966678448e-04 +1.457882842811633552e-04 +1.432217258425014358e-04 +1.370627475597735207e-04 +1.593514251045359770e-04 +1.496940709392512929e-04 +1.494759810606181480e-04 +1.448901154088690156e-04 +1.364035075140154340e-04 +1.518752542963153066e-04 +1.556392144018952772e-04 +1.557875413955178581e-04 +1.529862745227674489e-04 +1.476876604467923049e-04 +1.379956750576620008e-04 +1.254969676115702472e-04 +1.260034851319454322e-04 +1.137682764434121331e-04 +1.096755779995213016e-04 +5.257084861761795579e-05 +5.779265935195366957e-05 +7.671497081053974345e-05 +9.091608141179727460e-05 +1.031296195908243336e-04 +1.111880576250044250e-04 +1.345282691928414087e-04 +1.389543821110918436e-04 +1.420187373387433874e-04 +2.131637172378270920e-04 +2.397816624758730686e-04 +2.406049413960332053e-04 +1.008333214758989950e-06 +1.119794085798606181e-05 +4.598276256584342550e-05 +7.934422411359883171e-05 +1.367317434728575946e-04 +1.813551496689647363e-04 +3.270395059493281663e-04 +4.037775855272790265e-04 +4.207140742140032534e-04 +4.411633602941463558e-04 +4.445286843899549424e-04 +4.451621280425727785e-04 +6.732449794875388974e-07 +0.000000000000000000e+00 +7.589313488922298735e-05 +1.676875311268437004e-04 +4.198669660113252614e-04 +5.564097358040756601e-04 +6.537726835220980266e-04 +6.931323635979530192e-04 +6.957046927644205958e-04 +6.844928339703565097e-04 +6.715058296897750837e-04 +6.714442766170995508e-04 +3.552276683854670088e-07 +4.801315881303583127e-05 +3.114720707589742300e-04 +5.620000271145831477e-04 +7.928784773033110316e-04 +9.211775295385302327e-04 +9.793636058929597408e-04 +9.863568536729206294e-04 +9.626337255014995450e-04 +9.258076633271797046e-04 +8.962934679538146331e-04 +8.958295392430367298e-04 +1.024856136211988074e-04 +2.833027465203538132e-04 +6.823125151288114828e-04 +1.018093452056759727e-03 +1.234245486152403624e-03 +1.334835681084905416e-03 +1.351437420580187034e-03 +1.315505141752096405e-03 +1.252861832104179476e-03 +1.183977823571586482e-03 +1.133721703998215053e-03 +1.129741945256336174e-03 +3.888741327108932093e-04 +6.742941528966484455e-04 +1.147968879732567471e-03 +1.499699525122317762e-03 +1.679424477376751735e-03 +1.724824302031496620e-03 +1.683936680396555963e-03 +1.597673145332510324e-03 +1.495376016136020121e-03 +1.397951646714532545e-03 +1.331680342416127370e-03 +1.327922491603997571e-03 +5.845125707629094053e-04 +1.140328625151342716e-03 +1.670598192976198958e-03 +1.990680025601127435e-03 +2.101851474142537365e-03 +2.072307582271006379e-03 +1.966351374061213724e-03 +1.831069980940640187e-03 +1.695554316379585882e-03 +1.577932054563138719e-03 +1.503291940333810082e-03 +1.503681977792386106e-03 +6.487196729319320409e-04 +1.371110313346465565e-03 +2.032698850865161631e-03 +2.348691873505488401e-03 +2.395246685169811259e-03 +2.297373001498111654e-03 +2.141505172124935109e-03 +1.977575507024165354e-03 +1.829922487008039684e-03 +1.710873602541530250e-03 +1.642574605041277006e-03 +1.654950605828689600e-03 +7.670165565612540367e-04 +1.421952882348597813e-03 +2.147070927914082432e-03 +2.444769194931438027e-03 +2.440186459967106508e-03 +2.308363151180792185e-03 +2.146706885029579966e-03 +1.997690871222723187e-03 +1.875100902780476664e-03 +1.783579839163984158e-03 +1.742276154432655100e-03 +1.777414914743488585e-03 +5.560504994789027813e-04 +1.336373430019536113e-03 +1.979133457698709336e-03 +2.175084355537655612e-03 +2.137813132037011225e-03 +2.037936702233663321e-03 +1.944746164330445320e-03 +1.874424586627035545e-03 +1.825261235243274627e-03 +1.795333301373859981e-03 +1.803411234153280305e-03 +1.872444831331507992e-03 +4.684603536382900084e-04 +1.087797269696607217e-03 +1.395274083761064007e-03 +1.460722189665365463e-03 +1.461859085115644165e-03 +1.490349027960549645e-03 +1.556353394496848503e-03 +1.633219681589611998e-03 +1.703435549052520351e-03 +1.764002152416711605e-03 +1.838584561893870069e-03 +1.949377043016849815e-03 +2.609974926188056736e-04 +3.295287658150787167e-04 +3.254463734805751484e-04 +4.636748208431554566e-04 +6.014809758772359481e-04 +8.144508226355397489e-04 +1.090348501231854081e-03 +1.353189399293816845e-03 +1.564425380938250058e-03 +1.725717585268351454e-03 +1.870612283329366491e-03 +2.023908988622844223e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.975368780007245253e-04 +7.469828132655053797e-04 +1.154525465268097049e-03 +1.483441860360236670e-03 +1.725764176665375979e-03 +1.925971399830551760e-03 +2.113046629880654080e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.543065392420666856e-04 +6.798743162390408299e-04 +1.149211642526409708e-03 +1.527048196942482321e-03 +1.801313361114578260e-03 +2.024217956980616309e-03 +2.227815333305193084e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.290355428810828179e-05 +4.792400785544927437e-04 +9.723011603718109512e-04 +1.390128741770256570e-03 +1.720482224295798255e-03 +1.962318611397271574e-03 +2.167303881734740107e-03 +2.366506591809094777e-03 +2.218213522460573848e-04 +0.000000000000000000e+00 +5.948976589664297559e-04 +8.385685514864984341e-04 +1.043858542589677554e-03 +1.315173829038565438e-03 +1.585517204262081687e-03 +1.830064454898971960e-03 +2.025471753020527486e-03 +2.180425602782894070e-03 +2.334286560257787732e-03 +2.511930852775397498e-03 +7.731990362292229853e-04 +1.736048310428720941e-03 +2.452113714330624288e-03 +2.588824982614190955e-03 +2.494604192881395843e-03 +2.384652178687675459e-03 +2.326117556818624137e-03 +2.318668865890206182e-03 +2.345272108747088833e-03 +2.394192677662304591e-03 +2.485606655428787646e-03 +2.635027532777264002e-03 +1.453335592086715854e-03 +2.892784594974096273e-03 +3.977110544252698311e-03 +4.040315895369011624e-03 +3.636619952458136455e-03 +3.193739199745514960e-03 +2.862175313919747624e-03 +2.660982148235476082e-03 +2.561136079071486653e-03 +2.531263541903811930e-03 +2.576681892268100488e-03 +2.704386715134786921e-03 +1.439407904465860033e-03 +3.180074649338941739e-03 +4.341633897730129074e-03 +4.358981811276350406e-03 +3.869622422662693552e-03 +3.345234037050917771e-03 +2.952085272747802334e-03 +2.709159926738934337e-03 +2.583611102791991045e-03 +2.538520486437655186e-03 +2.575605734381475245e-03 +2.698116732658376211e-03 +1.169758755823374500e-03 +2.536700368277588352e-03 +3.335607446373691463e-03 +3.345585201560154730e-03 +3.057819316078285322e-03 +2.751929864644456908e-03 +2.543233729301680891e-03 +2.432679779309472948e-03 +2.394718919364420637e-03 +2.405883288370003811e-03 +2.476833571461359036e-03 +2.612854057081790207e-03 +5.054439198420982750e-04 +1.041328119137797503e-03 +1.400507556204367340e-03 +1.500309590281639341e-03 +1.581386361504389087e-03 +1.669132477391172638e-03 +1.799536633252720244e-03 +1.932992270671413798e-03 +2.057590116058185398e-03 +2.171688681997853334e-03 +2.304197333978991180e-03 +2.465686544492556431e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.859550806196478482e-04 +6.507221366294054432e-04 +1.054741128189891309e-03 +1.400712774196247179e-03 +1.687930802221765392e-03 +1.906676579676095263e-03 +2.101623224243587187e-03 +2.287991750384516312e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.053184508675703550e-05 +5.749529201341148366e-04 +1.023422475489000347e-03 +1.403538215342840312e-03 +1.684569883218771250e-03 +1.916012295680144572e-03 +2.113992160633755297e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.023834701944202183e-05 +4.790671969686519593e-04 +9.038871064839483147e-04 +1.276276554971038976e-03 +1.553690448415585845e-03 +1.780262284309815177e-03 +1.969139732040364049e-03 +2.022577958624386264e-04 +2.521572951206418281e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.275933565259224284e-04 +3.694235908944344194e-04 +7.109593143962281755e-04 +1.032189427388751322e-03 +1.310248432625871510e-03 +1.522433977189587831e-03 +1.703748362182897109e-03 +1.863094120911977514e-03 +4.863404668397773752e-04 +8.620314366030660657e-04 +9.756021825554143630e-04 +9.397729929231790754e-04 +9.304072742214910662e-04 +1.016054292213214088e-03 +1.162864710913852958e-03 +1.317687789559339896e-03 +1.452508257293181693e-03 +1.562996134920131798e-03 +1.673169016379612468e-03 +1.789448436966203579e-03 +5.598716322687961097e-04 +1.241906626815019463e-03 +1.777423994070389569e-03 +1.869246218185792322e-03 +1.791131033745388054e-03 +1.707793647391139379e-03 +1.655366245031225907e-03 +1.631297275078276866e-03 +1.623915330853681772e-03 +1.628214140449249676e-03 +1.661503725969532474e-03 +1.731122477717561992e-03 +6.287412457174643230e-04 +1.507816260911831350e-03 +2.214123216043419398e-03 +2.414681256876717932e-03 +2.338889754549579314e-03 +2.174228603198308414e-03 +2.005413187625321690e-03 +1.862533748778238832e-03 +1.751131601467220819e-03 +1.671500463139756389e-03 +1.639807800229190274e-03 +1.668227119522329742e-03 +6.586558995980138810e-04 +1.520877699489826427e-03 +2.222351071659043730e-03 +2.493766426870808357e-03 +2.480505548032476641e-03 +2.332531417769680929e-03 +2.140686741068869182e-03 +1.952815284180457051e-03 +1.789885661369452216e-03 +1.661371850590396973e-03 +1.586728431428090441e-03 +1.584990618765317726e-03 +7.870665753849865123e-04 +1.279712661489812485e-03 +1.861481982935332419e-03 +2.198606355410325820e-03 +2.288140922426567993e-03 +2.219360617541817245e-03 +2.070846435741271075e-03 +1.896949444971257528e-03 +1.729436319509697773e-03 +1.586743526810989414e-03 +1.493005544384445231e-03 +1.473624343125988110e-03 +1.811878902613667675e-04 +6.669721069350091841e-04 +1.297105539773512782e-03 +1.712213520816032635e-03 +1.904188605563641350e-03 +1.930083154335963903e-03 +1.853274214462481001e-03 +1.726224385499094830e-03 +1.585137701209073579e-03 +1.454206078425213794e-03 +1.360966068759594284e-03 +1.334706685979680568e-03 +1.184381980993330597e-05 +2.907536713407746784e-04 +8.071732725226572237e-04 +1.220527311572890865e-03 +1.467654013102150752e-03 +1.565954540220427897e-03 +1.557868953320822470e-03 +1.486171147884844668e-03 +1.385152355825500963e-03 +1.280441387521150370e-03 +1.200279513479301455e-03 +1.174344651237635775e-03 +7.393383589122109689e-08 +5.586167939945554397e-05 +4.228208377049454169e-04 +7.945866815953839864e-04 +1.054141623246206572e-03 +1.190575207668677533e-03 +1.235441660623011039e-03 +1.212954685329184273e-03 +1.152959849760529145e-03 +1.079346989346205345e-03 +1.018002283636607313e-03 +9.947552261583261692e-04 +4.250054789848612218e-07 +0.000000000000000000e+00 +1.121210182359038277e-04 +3.818296720711584157e-04 +6.313320060270249815e-04 +7.721216040209126757e-04 +8.801662264733788304e-04 +9.025698764578425929e-04 +8.793791093229797167e-04 +8.379325454518850476e-04 +7.960712266017213028e-04 +7.721540638882606151e-04 +9.043856826776426836e-07 +0.000000000000000000e+00 +4.785230771381282679e-05 +1.238597737011981419e-04 +1.849968035916762902e-04 +2.482208626082233545e-04 +4.808978179586711598e-04 +5.568690841604592929e-04 +5.597871808353114187e-04 +5.599558152937556856e-04 +5.386883960027223162e-04 +5.183287695143266914e-04 +2.624019575243109634e-05 +3.739652039861870065e-05 +6.288664773690246597e-05 +8.660756051305944822e-05 +1.062090315027679904e-04 +1.202050818645407322e-04 +1.472396741565387983e-04 +1.496339455271047275e-04 +1.507007196052226089e-04 +2.275168908792034512e-04 +2.308955653693924200e-04 +2.164807889518509669e-04 +1.091968572833038916e-04 +1.078946827077976236e-04 +1.256617776898802960e-04 +1.356866576504844326e-04 +1.423389111821000866e-04 +1.451313218541196127e-04 +1.446290944826110123e-04 +1.377531328207944365e-04 +1.272879772699352942e-04 +1.395662085264561783e-04 +1.252215664277448359e-04 +1.181690325793628319e-04 +1.700466669924136705e-04 +1.571740156782026291e-04 +1.709414798165509951e-04 +1.699604256856951682e-04 +1.645740930166466991e-04 +1.560239513808299992e-04 +1.441995557452611910e-04 +1.298636113569677085e-04 +1.119237602983374363e-04 +9.310170033921731192e-05 +8.281674140061108481e-05 +7.186152273792489507e-05 +7.795824791674045573e-05 +7.773005706541570949e-05 +9.290089939642945176e-05 +1.006596539834228896e-04 +1.054514068482148169e-04 +1.053752457170141997e-04 +1.023904869795517499e-04 +1.102206439731663487e-04 +1.010822217671742237e-04 +1.030707187603579681e-04 +1.394229063219437853e-04 +1.404149682413609226e-04 +1.498372582132037472e-05 +3.004303488062074436e-05 +5.836207200177399688e-05 +8.285374298808230085e-05 +1.219396335013389919e-04 +1.414877373321912703e-04 +1.757898656696701772e-04 +2.769901602837665272e-04 +3.022829084683818649e-04 +3.031046186149302267e-04 +3.136155909270287164e-04 +3.092374770297566457e-04 +1.026137694165633006e-06 +9.490051633925988470e-06 +7.772225476939812253e-05 +1.514498531808451253e-04 +3.323109767160963425e-04 +4.414265604490496078e-04 +4.924089759163793444e-04 +5.391012158639567559e-04 +5.457395298663265427e-04 +5.376025749925270958e-04 +5.317659447567803102e-04 +5.273338805334587022e-04 +6.628111407008324103e-07 +4.041529335019489611e-05 +2.665814384501690761e-04 +4.826508159522126381e-04 +6.678446114714522595e-04 +7.736356980043838406e-04 +8.186141349107451792e-04 +8.277894294515680557e-04 +8.110429616106058044e-04 +7.842876422200628769e-04 +7.648977388299294791e-04 +7.621356559536039818e-04 +1.157967837645382647e-06 +1.848478642189485478e-04 +5.985271942547910288e-04 +9.092650878084825201e-04 +1.100601550327170433e-03 +1.188756308456904564e-03 +1.203360313530691750e-03 +1.173378575726351019e-03 +1.121104663043082398e-03 +1.064605178791042453e-03 +1.025668672945029758e-03 +1.020854308215041672e-03 +4.649925229660902286e-05 +4.771823727183317158e-04 +1.049522763774461210e-03 +1.410963269657906135e-03 +1.584084040923305252e-03 +1.625742209427881186e-03 +1.586967883326534422e-03 +1.507337478096839765e-03 +1.414095426079142433e-03 +1.326490561347359919e-03 +1.268977730317527716e-03 +1.264381149479192664e-03 +3.889555784729090788e-04 +9.889402746199550329e-04 +1.629641072743263051e-03 +1.985597329911231550e-03 +2.102843412058688459e-03 +2.072135185602823164e-03 +1.965149970341590301e-03 +1.830209837650029160e-03 +1.695872440092965937e-03 +1.579740245543190215e-03 +1.506776457538044813e-03 +1.504495457268913497e-03 +5.510195826288733466e-04 +1.363170071394927216e-03 +2.147585333467482392e-03 +2.508631318247440435e-03 +2.561160159471167434e-03 +2.454188173331832770e-03 +2.284408139000561420e-03 +2.105566589163756532e-03 +1.943355791080870207e-03 +1.810921479446263565e-03 +1.732238146392336064e-03 +1.737897502372662967e-03 +9.061160406965635197e-04 +1.708730694901017255e-03 +2.521640930524549681e-03 +2.848787452098096133e-03 +2.836781765578577554e-03 +2.677234035472124494e-03 +2.478640959681257042e-03 +2.290251770462289546e-03 +2.129567477611695597e-03 +2.003529941093921095e-03 +1.935161941426203833e-03 +1.957451984832271098e-03 +9.680158651979202736e-04 +1.910797328844392792e-03 +2.625082967118401792e-03 +2.856904934688367023e-03 +2.805488725177115918e-03 +2.656770759421596493e-03 +2.497064627660258631e-03 +2.356156682953076779e-03 +2.239679555479120662e-03 +2.149692777593199388e-03 +2.110863169507334967e-03 +2.159516504243824426e-03 +8.193151751781505617e-04 +1.637656478156553986e-03 +2.187932841873714042e-03 +2.370273893137428162e-03 +2.387196336437627606e-03 +2.363723251916710448e-03 +2.336862135508135409e-03 +2.310768785004677518e-03 +2.283005366441933498e-03 +2.256899575432977888e-03 +2.264027790240891007e-03 +2.346686553670217484e-03 +4.032174201035483964e-04 +7.956190520279103140e-04 +1.155213354373471092e-03 +1.432740564768534512e-03 +1.665756029605474330e-03 +1.886967014700690996e-03 +2.074145047842079152e-03 +2.211208734607304337e-03 +2.298466772935650691e-03 +2.349523355593498720e-03 +2.408647961736306783e-03 +2.527234164416569933e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.336398999995062214e-04 +5.081116745528707016e-04 +9.772676904338699951e-04 +1.458304601202050277e-03 +1.866168505758575074e-03 +2.157769049205858058e-03 +2.346894239496925307e-03 +2.462372742065046562e-03 +2.563263123154081637e-03 +2.711417692480914011e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.608685690134821847e-04 +7.548911323013867986e-04 +1.374826320054681542e-03 +1.895728091972169634e-03 +2.257274456309309868e-03 +2.487391986012714006e-03 +2.626054057274010683e-03 +2.742080468984194833e-03 +2.905467189666364764e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.345419742021889391e-04 +1.267808228719391993e-03 +1.843008547260016530e-03 +2.276196986098639671e-03 +2.566424372198740020e-03 +2.745208731119897546e-03 +2.849203181696932478e-03 +2.945251162343226394e-03 +3.105573460338597030e-03 +7.626682496967842825e-04 +1.271897667518514553e-03 +1.848277004280905007e-03 +2.313004400268836754e-03 +2.620948883684530179e-03 +2.828947663672177603e-03 +2.962871974130185538e-03 +3.045124003513568090e-03 +3.088107556636253241e-03 +3.106922603527715460e-03 +3.153413023599992062e-03 +3.295072540846617944e-03 +1.513107676284575079e-03 +3.236327234390528034e-03 +4.397617359444910834e-03 +4.575437752042925237e-03 +4.319845599229296500e-03 +3.998140866246034826e-03 +3.737407343557695195e-03 +3.554166777421190887e-03 +3.428537268048644643e-03 +3.343981901663417751e-03 +3.330722517700068514e-03 +3.447205913485217217e-03 +2.803601199989890283e-03 +4.975904610094614329e-03 +6.393186291182082273e-03 +6.312586120035541641e-03 +5.600931700898707961e-03 +4.863498832404239240e-03 +4.296542122159748012e-03 +3.909716323937532760e-03 +3.656282390225429075e-03 +3.494357278060471368e-03 +3.436698729200078108e-03 +3.533334724627428328e-03 +2.725412915093451509e-03 +5.430668775282639776e-03 +6.877728171744679729e-03 +6.702339206096585844e-03 +5.874364981330216715e-03 +5.039005613517998604e-03 +4.401934750003953616e-03 +3.969280936692284878e-03 +3.687639035248118594e-03 +3.509133635253138504e-03 +3.442230338847724301e-03 +3.533499624769361087e-03 +2.139590552360556841e-03 +4.285036189045328750e-03 +5.519625382348862866e-03 +5.522841606815097858e-03 +5.000754335829801951e-03 +4.438729653388651109e-03 +4.002119996262589949e-03 +3.702917816090054923e-03 +3.505624882393952764e-03 +3.378896556449610938e-03 +3.342149473478829048e-03 +3.444540858053014333e-03 +8.146336695875582967e-04 +1.882276411246223491e-03 +2.966949182921850385e-03 +3.348301145399351555e-03 +3.391041713818734177e-03 +3.329814403662338749e-03 +3.262003296936875126e-03 +3.209633464428705927e-03 +3.169047738750371129e-03 +3.138698804559811664e-03 +3.157965085402288530e-03 +3.281819544594491520e-03 +5.637823805030956831e-06 +2.769588270492286900e-04 +8.363197748497029280e-04 +1.342222213336037757e-03 +1.811133713872147303e-03 +2.196249032290178288e-03 +2.478992193462935516e-03 +2.668530837546210892e-03 +2.785007162465371385e-03 +2.852771362518000467e-03 +2.929258366596291640e-03 +3.073625201822567741e-03 +3.689288714245966420e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.141845772624145770e-04 +9.379213735495832817e-04 +1.469851748290257332e-03 +1.929282786418761103e-03 +2.252134748485808309e-03 +2.460002861331574402e-03 +2.587083596795694898e-03 +2.698076350767732341e-03 +2.850938032571242488e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.190572953330150654e-04 +8.538573665786060871e-04 +1.321365682534300688e-03 +1.742214870178865121e-03 +2.051459558476518338e-03 +2.256209716060137305e-03 +2.383926441201070657e-03 +2.493963315030604116e-03 +2.637298534837581067e-03 +3.468326905215809303e-04 +6.334683862570255914e-04 +8.828218727746589643e-04 +1.101929863123255783e-03 +1.347825696939273848e-03 +1.621972745686854015e-03 +1.867018841451150097e-03 +2.051505232889569517e-03 +2.174194923702099137e-03 +2.250277758430562023e-03 +2.326215696803433930e-03 +2.443031255907032132e-03 +5.555909736131667710e-04 +1.267835129774488607e-03 +1.837054759662052738e-03 +2.038524626570527125e-03 +2.091877479577477356e-03 +2.120244242209992809e-03 +2.144574361919600845e-03 +2.161281999225852374e-03 +2.165924577657602369e-03 +2.162987806442182026e-03 +2.185540371976837058e-03 +2.265496730914418489e-03 +7.442467832642293574e-04 +1.644637081405791188e-03 +2.475841080242769353e-03 +2.732194590644907405e-03 +2.682598846476323077e-03 +2.541275398136944377e-03 +2.394973300473168809e-03 +2.268836524400848903e-03 +2.165167184035675114e-03 +2.084931742627063513e-03 +2.052507547661781666e-03 +2.094075532763706345e-03 +9.895698506827749121e-04 +1.925586530237033064e-03 +2.715306846733920188e-03 +2.987987915638938910e-03 +2.922404040788439007e-03 +2.722388648836233070e-03 +2.496331192295541540e-03 +2.289871383304983420e-03 +2.117031170149149665e-03 +1.982480768577970804e-03 +1.907729309476177259e-03 +1.916841586806999117e-03 +9.251112995092422228e-04 +1.791289793153262849e-03 +2.507432328619122776e-03 +2.807666042171684008e-03 +2.797366861461700500e-03 +2.631087186819698869e-03 +2.410012234329591326e-03 +2.189392482576383442e-03 +1.994369616318581850e-03 +1.836796375109245446e-03 +1.739302800227218336e-03 +1.725952592011333617e-03 +6.610166133661560988e-04 +1.273009998499919542e-03 +1.950628080485589588e-03 +2.317252443990475575e-03 +2.406483834787651391e-03 +2.326664613926207603e-03 +2.164675518199701051e-03 +1.977908733303129600e-03 +1.798954135019359586e-03 +1.646517492467285603e-03 +1.545523662448620951e-03 +1.520136325897450576e-03 +2.167101963302670432e-04 +6.588508812237910909e-04 +1.300561015296122867e-03 +1.717992888568944335e-03 +1.897481462854435242e-03 +1.909675453103298805e-03 +1.824029733747667241e-03 +1.693397976659699643e-03 +1.552412422577140357e-03 +1.423699905706471251e-03 +1.333344684976613169e-03 +1.304201257284189237e-03 +7.353027416547874037e-05 +3.003593105421416319e-04 +7.864036830065834456e-04 +1.176256961643717004e-03 +1.397199593218842332e-03 +1.473812602038351589e-03 +1.454147783696857878e-03 +1.380204152510460316e-03 +1.283275382713841692e-03 +1.186165669594405406e-03 +1.113887482862129007e-03 +1.085851507115117784e-03 +5.112250800037262030e-07 +5.296787099988552742e-05 +3.881271277505414746e-04 +7.179162557816045308e-04 +9.590634401946836717e-04 +1.070151860438077213e-03 +1.096604189834097815e-03 +1.068232724536406254e-03 +1.010959135188715117e-03 +9.451885794892693048e-04 +8.924731719532678865e-04 +8.659136737546058735e-04 +7.872570602617699728e-07 +1.340751278394808001e-07 +1.078541502088640927e-04 +2.516449192677482722e-04 +5.283079908345797437e-04 +6.631698546145140503e-04 +7.374319356099370533e-04 +7.466669498282174850e-04 +7.206900388967999111e-04 +6.824107394341508929e-04 +6.460154613219880977e-04 +6.161445062597285848e-04 +0.000000000000000000e+00 +9.414243715003304145e-06 +6.370272087292563705e-05 +1.153840628366623110e-04 +1.774950587459270485e-04 +2.226567152013373665e-04 +3.755584448961998617e-04 +4.331128887943284283e-04 +4.278941050694060359e-04 +4.180523470818034307e-04 +3.952405795988348457e-04 +3.671236371652496135e-04 +4.470640145640065636e-05 +5.407986567701835210e-05 +7.802268325778518156e-05 +9.665901935178041577e-05 +1.105072622629805563e-04 +1.174789561186591693e-04 +1.313262472390159315e-04 +1.273049068523506857e-04 +1.196802506592220089e-04 +1.584953590254320845e-04 +1.498435456517968937e-04 +1.287727656157544760e-04 +1.324648225201716263e-04 +1.273689187613379417e-04 +1.435877061264271930e-04 +1.491485611223583650e-04 +1.504766966162607701e-04 +1.475966776043982653e-04 +1.410547736219912242e-04 +1.289818189477753071e-04 +1.133937469105832313e-04 +1.112085604804748400e-04 +9.166072098326968193e-05 +7.646261217003309048e-05 +2.002490726087158062e-04 +1.818825627796626251e-04 +1.932166868502183175e-04 +1.862046337788486378e-04 +1.739880362638842855e-04 +1.585911358407716824e-04 +1.402442497651725005e-04 +1.196221872701611983e-04 +9.656760177660608411e-05 +7.199804785442330231e-05 +4.933844101577157114e-05 +2.694967807315543060e-05 +1.112264814549174464e-04 +1.034910978414054172e-04 +1.124381541822837039e-04 +1.107336775563665750e-04 +1.050954945446437984e-04 +9.630216720880364770e-05 +8.397367016943969485e-05 +7.571353079766742812e-05 +5.922422835293121693e-05 +4.215037512609993661e-05 +4.019413590933032759e-05 +2.684923266720205332e-05 +5.143287478153347748e-05 +5.589626563714582627e-05 +7.102165414017274367e-05 +7.990339381498689792e-05 +8.502763553028215224e-05 +9.524611875171449193e-05 +9.714446090756254028e-05 +1.377291856831124495e-04 +1.435665007671364985e-04 +1.407276480436937360e-04 +1.424345996815743213e-04 +1.314987536778399661e-04 +6.806347377473554705e-06 +2.781202036235681414e-05 +6.013655927665187444e-05 +9.903478972672609892e-05 +1.473895653549669104e-04 +2.358365917248005160e-04 +2.715738448632635475e-04 +2.994973617103128746e-04 +3.088609951169524843e-04 +3.138915115762813440e-04 +3.204875642442797678e-04 +3.137937477115859339e-04 +0.000000000000000000e+00 +3.268406602100550366e-05 +1.300787178046767514e-04 +2.799441022663725232e-04 +3.862318301579521556e-04 +4.714368773880852443e-04 +5.137348233400724010e-04 +5.351204250714321946e-04 +5.403217444220694173e-04 +5.389419087498788707e-04 +5.417036030025206787e-04 +5.405982761979016707e-04 +4.335393778512626321e-05 +1.249298599629242450e-04 +3.796262642274218302e-04 +5.930671715105888990e-04 +7.394743906408889414e-04 +8.236508255241047939e-04 +8.558935005212162019e-04 +8.566771603283020913e-04 +8.392908727740092285e-04 +8.170462751721699725e-04 +8.064986364160020398e-04 +8.066165117588096085e-04 +2.746271687819215428e-04 +4.569766832558025188e-04 +7.795648150160476575e-04 +1.046739425035043058e-03 +1.197335040241604863e-03 +1.254463846209013817e-03 +1.250499668588740112e-03 +1.212406241057475704e-03 +1.160107682292085092e-03 +1.109494719780836211e-03 +1.081381071532270524e-03 +1.083057425372228877e-03 +4.721679045923691176e-04 +8.994899918914098886e-04 +1.357445887489061934e-03 +1.646109295774252513e-03 +1.762715920088718091e-03 +1.762022755736667931e-03 +1.696573333968078934e-03 +1.603904676883491495e-03 +1.507661783627147097e-03 +1.423764734265530862e-03 +1.375500079272545762e-03 +1.378512811461674254e-03 +5.528142619226849262e-04 +1.229453252030993440e-03 +1.943167578251747902e-03 +2.290805210787642907e-03 +2.360014173505523873e-03 +2.283938904917958822e-03 +2.147761282771997859e-03 +1.998919382471165025e-03 +1.860902620340975852e-03 +1.746972725122598099e-03 +1.681607230296402284e-03 +1.688555118352355697e-03 +7.151594399012011199e-04 +1.593158301257926058e-03 +2.500444266991267307e-03 +2.863530199925663246e-03 +2.872360806856732920e-03 +2.727955939567655672e-03 +2.538414070950031128e-03 +2.353008084555294373e-03 +2.190571492210641701e-03 +2.060008472563390654e-03 +1.986915854033366718e-03 +2.003420656922789284e-03 +1.066861944271809077e-03 +2.113094735114623510e-03 +2.923727736863127903e-03 +3.204122937379597774e-03 +3.161335053668737783e-03 +2.995498527186691955e-03 +2.804457381227643421e-03 +2.626309648184070936e-03 +2.472034576828023404e-03 +2.347134790053041938e-03 +2.280494435129228753e-03 +2.314012689224242622e-03 +1.000864090703722491e-03 +2.040151835513890309e-03 +2.813318463163555234e-03 +3.091930508545661423e-03 +3.104085317126228840e-03 +3.021418123439168282e-03 +2.913413379711386145e-03 +2.803112498717764533e-03 +2.697114504869022045e-03 +2.602926585016689803e-03 +2.557443717937404794e-03 +2.614967731770111679e-03 +6.409233601488229307e-04 +1.370932841427846072e-03 +2.094508831620056806e-03 +2.491798474309143540e-03 +2.711626454005095638e-03 +2.837647800695827782e-03 +2.898472477780720397e-03 +2.909142019580953590e-03 +2.882296016139936079e-03 +2.835882848951418352e-03 +2.820368467788228473e-03 +2.905327490647028298e-03 +3.003297683717825453e-04 +6.196848070436875326e-04 +1.136515755824026898e-03 +1.696148562287748884e-03 +2.213074031977483366e-03 +2.610980602604992540e-03 +2.871136169869206202e-03 +3.013182162572708000e-03 +3.066609158020667386e-03 +3.065694675537576283e-03 +3.077078184025404308e-03 +3.186682999314128985e-03 +8.021968254918974690e-06 +0.000000000000000000e+00 +4.905852707976698576e-04 +1.236508808775993971e-03 +2.007739689637504359e-03 +2.601058615964434249e-03 +2.986268525035663205e-03 +3.201767178179310610e-03 +3.294916674237737854e-03 +3.312880691686795765e-03 +3.334384237262723490e-03 +3.459074585761654809e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.336052173671810247e-04 +1.685501659114018629e-03 +2.480029175975518793e-03 +3.028014404773060435e-03 +3.359589119089202974e-03 +3.531048197391362109e-03 +3.590929741826016063e-03 +3.584103028216926567e-03 +3.590252406805314201e-03 +3.716292408550903991e-03 +9.748724789466897082e-04 +1.730561968958471003e-03 +2.654366734101438075e-03 +3.333567893338815636e-03 +3.715398669139467758e-03 +3.903578117539826826e-03 +3.977742895432613730e-03 +3.980544913084517640e-03 +3.934061422205668845e-03 +3.860942114273110959e-03 +3.828558662060989933e-03 +3.943212487092547479e-03 +1.869485428728928167e-03 +3.955149200591634266e-03 +5.328703618554935309e-03 +5.557803536655667002e-03 +5.295096086347025020e-03 +4.955985281314983018e-03 +4.668654827117106956e-03 +4.442643338398885762e-03 +4.256857595606507866e-03 +4.100321865788300948e-03 +4.020453671685938861e-03 +4.117410124666895030e-03 +3.621907148395026033e-03 +6.115847879819643999e-03 +7.522627687953279026e-03 +7.316167886008667631e-03 +6.516928726128483687e-03 +5.749230897907742222e-03 +5.171872921883083861e-03 +4.764556839257501689e-03 +4.469906661423138534e-03 +4.249257122183117130e-03 +4.133246032653445194e-03 +4.215312928377873414e-03 +3.637103218914053589e-03 +6.782305930353053902e-03 +8.104556750136359886e-03 +7.732693182094960323e-03 +6.791108771934798762e-03 +5.920117210851076096e-03 +5.274255469575204504e-03 +4.824068031338524590e-03 +4.503605169468734119e-03 +4.267825467790952072e-03 +4.143262925165392199e-03 +4.220540085790222204e-03 +2.868122276619546572e-03 +5.385344464982495458e-03 +6.615128884115052503e-03 +6.548675458917457316e-03 +5.973589146760539120e-03 +5.386871368683587673e-03 +4.929406049245366357e-03 +4.595178219518256113e-03 +4.343595616397335525e-03 +4.148198662988116306e-03 +4.046229324588676395e-03 +4.130460404909700248e-03 +1.030790737121024770e-03 +2.435782057810483882e-03 +3.856757942537528214e-03 +4.408983470668445190e-03 +4.488213715779423157e-03 +4.405610124310823696e-03 +4.286172237565547515e-03 +4.163069368896574890e-03 +4.038701787280682062e-03 +3.918854301022998456e-03 +3.859527560589359838e-03 +3.957586636247133020e-03 +8.227827523697425137e-06 +6.742542534355979193e-04 +1.684257091157094662e-03 +2.500671274594685849e-03 +3.070080141673271409e-03 +3.417578412616467144e-03 +3.603471736039534461e-03 +3.678010197981662101e-03 +3.676301076533379335e-03 +3.631429221879357155e-03 +3.615034742083553937e-03 +3.725029599581828124e-03 +8.438880204540799598e-06 +2.773977646232909260e-04 +8.890535045996233706e-04 +1.604620272125385771e-03 +2.278969570708975784e-03 +2.785718453203472975e-03 +3.106656589457556725e-03 +3.277312452781472579e-03 +3.340057696051483387e-03 +3.337785733811020426e-03 +3.346421895364325681e-03 +3.458324508915945009e-03 +3.673665174912954133e-04 +4.578150778306402957e-04 +1.105733830016829159e-03 +1.696885734356318783e-03 +2.214494860378496324e-03 +2.617873038401808804e-03 +2.881622251790653347e-03 +3.023873113982632199e-03 +3.074774434968484578e-03 +3.069978648581918323e-03 +3.077529515317017645e-03 +3.177634709094387735e-03 +6.172683553898934304e-04 +1.317620719604538099e-03 +1.963579273472353722e-03 +2.351864215058870403e-03 +2.605756945108075439e-03 +2.772392845553099585e-03 +2.864033767963449113e-03 +2.893577154275716809e-03 +2.876079240261683080e-03 +2.832776243488925594e-03 +2.817138347731401680e-03 +2.893711052784937211e-03 +7.845330813153168032e-04 +1.819085676585428107e-03 +2.675143772139886369e-03 +3.004241043217023652e-03 +3.053696920006649697e-03 +2.998837022907258846e-03 +2.909036497164404957e-03 +2.808411704227459140e-03 +2.705478261120016544e-03 +2.610054802883437792e-03 +2.561359390121593915e-03 +2.608649395958771624e-03 +1.187929592418146118e-03 +2.092026734570987673e-03 +2.979617432578244435e-03 +3.302690180900691181e-03 +3.264023488594775761e-03 +3.086706235418289722e-03 +2.880158188665117667e-03 +2.686349044591414964e-03 +2.517264629068617903e-03 +2.378884659537710416e-03 +2.300853123981801227e-03 +2.320023955753927874e-03 +8.736557649394863017e-04 +1.924451593648722177e-03 +2.831274172652602228e-03 +3.171162616978418815e-03 +3.138015582393183234e-03 +2.943479595281941943e-03 +2.705571551995917656e-03 +2.478228612157408386e-03 +2.281182642104868930e-03 +2.122830376332356800e-03 +2.028442918161179991e-03 +2.025751770884749378e-03 +6.745714859373784468e-04 +1.536012210377621151e-03 +2.342662018255210407e-03 +2.699050380948230573e-03 +2.726677399716714856e-03 +2.587781586757687078e-03 +2.386296698035031243e-03 +2.178860392651821559e-03 +1.991919371470214379e-03 +1.838821241261943615e-03 +1.743713157549151927e-03 +1.727406319461595105e-03 +3.883255909513563375e-04 +9.674168352255150746e-04 +1.681632034792154146e-03 +2.057213504548478095e-03 +2.159925724437444967e-03 +2.104804283558656640e-03 +1.973198412645742021e-03 +1.817085840685070787e-03 +1.665772222006701477e-03 +1.536674728823072449e-03 +1.453534935299260599e-03 +1.431014769905387040e-03 +1.746958917263725865e-04 +5.614360061259683404e-04 +1.103465247986558026e-03 +1.438749628278024459e-03 +1.581844110932186832e-03 +1.596156165751222693e-03 +1.534177892727052505e-03 +1.436544145669673258e-03 +1.330206374119477378e-03 +1.233767975245173877e-03 +1.169471630564724186e-03 +1.145644436882353777e-03 +1.012808076853911903e-04 +3.376879026997530353e-04 +6.611914052712436398e-04 +9.398091639097640171e-04 +1.089009903399057975e-03 +1.139237486982018922e-03 +1.126476852974818551e-03 +1.077235133230250354e-03 +1.012083441802641990e-03 +9.478137190118987804e-04 +9.033131499266192858e-04 +8.800396004826945961e-04 +1.198101961690268994e-06 +9.213672893702509357e-05 +2.657626733719365602e-04 +5.296969331386432514e-04 +7.014021621341300734e-04 +7.667533882925040619e-04 +7.775221030844509150e-04 +7.597680723398596552e-04 +7.250217020622891188e-04 +6.862900760034816019e-04 +6.577654777119648632e-04 +6.330639105033814646e-04 +0.000000000000000000e+00 +2.824879002907892123e-05 +1.176612373649665194e-04 +2.103089520828491977e-04 +3.786832731845005129e-04 +4.439349204816576879e-04 +4.630633737795912573e-04 +4.675798349674569138e-04 +4.500441863503160675e-04 +4.270763578963721811e-04 +4.065974147481785333e-04 +3.745695465523181042e-04 +0.000000000000000000e+00 +3.606147439477092227e-05 +8.564287878918815187e-05 +1.218751181784600814e-04 +1.557461114858464430e-04 +1.628738577421384487e-04 +1.831535604415191203e-04 +2.319273419352988592e-04 +2.298926365337483591e-04 +2.147287282765647813e-04 +1.944221445256298295e-04 +1.642843614424809267e-04 +7.284408256565243092e-05 +7.736074034015526083e-05 +9.710382057668603603e-05 +1.076357933782537684e-04 +1.119509078849818850e-04 +1.089189441790847866e-04 +1.003844352161996470e-04 +9.268065380813537144e-05 +7.494399955027520829e-05 +7.236287305079923990e-05 +5.042404238842504238e-05 +2.558251075608285752e-05 +1.618985236153341434e-04 +1.515155113549033691e-04 +1.651237101807303967e-04 +1.645032130578939528e-04 +1.587984804343123215e-04 +1.487775171624422944e-04 +1.344786298259674170e-04 +1.167363093319409909e-04 +9.535358029450983878e-05 +7.653470748487956889e-05 +5.059310946416027872e-05 +2.630721257979151871e-05 +2.344581510256086557e-04 +2.096679695008589852e-04 +2.179866922922193832e-04 +2.039340965021369998e-04 +1.838998463223792657e-04 +1.607642697299397803e-04 +1.352248234353623814e-04 +1.078913682957588407e-04 +7.940566305420910219e-05 +5.017331676692337645e-05 +2.100714678624181276e-05 +5.571929564765083680e-08 +1.517820161091133833e-04 +1.341966984454256821e-04 +1.346516503210685165e-04 +1.209517859010744440e-04 +1.035387281049059268e-04 +8.383137024039933759e-05 +6.238322627046287211e-05 +3.899829638016454611e-05 +1.695039591184388923e-05 +2.873301775463552823e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.023022255658135156e-04 +8.821026291058628411e-05 +8.380198479975296865e-05 +7.212576061732848490e-05 +5.860359638799392929e-05 +4.273185405180787315e-05 +2.441060815370157700e-05 +5.769564133643134607e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.155194046641768147e-05 +4.975997064646448583e-05 +4.576984598982241389e-05 +4.243745928701474522e-05 +4.099610611543039927e-05 +4.593478581391033882e-05 +3.313426517052689562e-08 +0.000000000000000000e+00 +3.475198077250313549e-05 +5.186330707910341196e-05 +7.089335406100696739e-05 +6.865022694931159956e-05 +4.338453361115159296e-05 +2.918951863367861055e-05 +3.152528771776006529e-05 +5.869063974865048054e-05 +8.413227115295246776e-05 +1.115759451175016910e-04 +1.268066726535028630e-04 +1.559289404368408710e-04 +1.847481743217504080e-04 +2.130009427279935699e-04 +2.359091981982511807e-04 +2.395913239715708333e-04 +4.798428402765089274e-05 +6.573289282845452069e-07 +4.520054156849077970e-07 +1.464772696599316460e-04 +2.450200078100574328e-04 +3.148733151121848456e-04 +3.573307726862366587e-04 +3.949412654911062031e-04 +4.231538331372747784e-04 +4.484347933587009422e-04 +4.805431207036684111e-04 +4.906880430298228438e-04 +3.296297851139176866e-06 +1.160020611610086095e-06 +2.440326796704546668e-04 +4.431184878000859096e-04 +5.726494332660922188e-04 +6.442707926664892597e-04 +6.869584563243611016e-04 +7.179417614131980516e-04 +7.355691087344059641e-04 +7.473802150242532484e-04 +7.682448244826524646e-04 +7.829961366379549611e-04 +1.892145504236996962e-04 +5.206700583438369102e-04 +7.899905637124003980e-04 +9.713126651815498155e-04 +1.082590298868228804e-03 +1.135241012500115684e-03 +1.151528518038382127e-03 +1.143242538231670647e-03 +1.122558469327985826e-03 +1.102570009934791036e-03 +1.102836259000126084e-03 +1.119483319113253727e-03 +2.729285660665200738e-04 +8.517640300946844201e-04 +1.402624441829254057e-03 +1.663585816738438359e-03 +1.752993484211099601e-03 +1.750597780517742456e-03 +1.701310186384653519e-03 +1.632773218466972718e-03 +1.562152503004295796e-03 +1.502281997889848937e-03 +1.476751154393036005e-03 +1.494298379909440302e-03 +5.205132668045331194e-04 +1.272768108892088131e-03 +2.075818610252101997e-03 +2.417936607553977917e-03 +2.471577673577241702e-03 +2.395922594692121484e-03 +2.273328603985060124e-03 +2.143532881879220333e-03 +2.024127765500418393e-03 +1.925836971958146127e-03 +1.875471662139133969e-03 +1.895639677198182908e-03 +9.264286987483907193e-04 +1.930864622824848354e-03 +2.770895429197725753e-03 +3.092868731343629239e-03 +3.093551964943782803e-03 +2.961662696839726001e-03 +2.792078570273272102e-03 +2.624984514129151923e-03 +2.474756339088789430e-03 +2.350001680588840926e-03 +2.282041074772126702e-03 +2.309120621505402274e-03 +9.923885693256923567e-04 +2.155866161147997496e-03 +3.089429464646381573e-03 +3.437448987104180578e-03 +3.454977581835679164e-03 +3.343294980615416252e-03 +3.191843582880264218e-03 +3.035367459252861621e-03 +2.886397697988947204e-03 +2.755169398410649544e-03 +2.681194904826913507e-03 +2.720893076697079947e-03 +1.005499614706037567e-03 +1.949046049029364838e-03 +2.867316291908745835e-03 +3.310956568483775560e-03 +3.472717938577852756e-03 +3.497759839319875344e-03 +3.450136386558537698e-03 +3.360849997817266267e-03 +3.248109321241476454e-03 +3.130998170838735373e-03 +3.062398453587321812e-03 +3.119598596906356276e-03 +7.007505634059428687e-04 +1.387475948255141936e-03 +2.189527325155349400e-03 +2.806579334016585242e-03 +3.236661667071071176e-03 +3.495579606246707310e-03 +3.613238099597741899e-03 +3.626808345663159149e-03 +3.570215157429957372e-03 +3.478114258445861532e-03 +3.420461183945087968e-03 +3.496663694679406128e-03 +1.822801778882123490e-04 +3.319529988399019522e-04 +1.314354233872675349e-03 +2.278523206079447957e-03 +3.027140177574016901e-03 +3.518645484337058673e-03 +3.786344120434112850e-03 +3.888017965517434355e-03 +3.877038563223722187e-03 +3.803459491520080199e-03 +3.752821833361819157e-03 +3.844635863220151935e-03 +0.000000000000000000e+00 +3.725787278088177936e-05 +1.188106973637798611e-03 +2.345228388721572275e-03 +3.217290806669359168e-03 +3.774739982480458146e-03 +4.077105581940271284e-03 +4.195194401361951667e-03 +4.188237033155634524e-03 +4.110349481366413864e-03 +4.054454602479862745e-03 +4.154332086413437333e-03 +5.736307177192297461e-04 +1.362766729929603370e-03 +2.501589772182210777e-03 +3.399699561544404676e-03 +3.993516240037812449e-03 +4.344260141017640235e-03 +4.514930298947499900e-03 +4.553751583800321433e-03 +4.498302360186559427e-03 +4.388625544127829764e-03 +4.313349065179146111e-03 +4.412622247609530694e-03 +1.380245622782815332e-03 +3.272673604310080090e-03 +4.634297228174598902e-03 +5.060042101088598268e-03 +5.114526625220516300e-03 +5.075625814223356548e-03 +5.005376049221505093e-03 +4.904391071797079699e-03 +4.768797253893604891e-03 +4.611984307162855443e-03 +4.510004227172717019e-03 +4.602761134374392174e-03 +2.972252181196165591e-03 +5.280042310543370081e-03 +6.528686701388716762e-03 +6.469746113391584494e-03 +6.035236552636089914e-03 +5.650691129181257058e-03 +5.368898176864156553e-03 +5.146329525825365722e-03 +4.942140843143221288e-03 +4.746151635077889251e-03 +4.622416437363836839e-03 +4.707921660864203967e-03 +3.178542156575741868e-03 +5.984889813699682468e-03 +7.066233207611929273e-03 +6.820635576111020240e-03 +6.251616568728377531e-03 +5.780981694115006932e-03 +5.446893883336243088e-03 +5.193388818288345241e-03 +4.971077305299814904e-03 +4.764436868535587566e-03 +4.634522721181226143e-03 +4.716567906925891659e-03 +2.508475315135567409e-03 +4.743965608946860979e-03 +5.783446146161604767e-03 +5.863851197244287529e-03 +5.634904106966860324e-03 +5.398942843851526306e-03 +5.203545717491238690e-03 +5.026546462298524774e-03 +4.845511435982912361e-03 +4.661469848983485625e-03 +4.543404923385258899e-03 +4.626879145455920286e-03 +7.872722196759665385e-04 +2.041171781284551422e-03 +3.434061436649911078e-03 +4.187922651545227665e-03 +4.549598044805966413e-03 +4.710063772135487069e-03 +4.750514805430776713e-03 +4.706133436729815003e-03 +4.598643746930996569e-03 +4.456311624480736346e-03 +4.360894066974652095e-03 +4.447708025925011140e-03 +0.000000000000000000e+00 +4.268736538072447030e-04 +1.719954544562064596e-03 +2.832540827338911067e-03 +3.597359295416615709e-03 +4.050843271801889307e-03 +4.273077211501483987e-03 +4.334371341225067356e-03 +4.288086473777168520e-03 +4.182870252993418740e-03 +4.108556206273452499e-03 +4.195486698610786415e-03 +0.000000000000000000e+00 +1.877627168196721239e-04 +1.322412161370329882e-03 +2.382999461814520013e-03 +3.168551942477048581e-03 +3.660265264943771569e-03 +3.912983333223762905e-03 +3.995293812580242264e-03 +3.964964435271594451e-03 +3.873859846484849559e-03 +3.809106928435284419e-03 +3.888822427570014229e-03 +3.329763447761467784e-04 +9.652185191437580390e-04 +1.946800382725745676e-03 +2.709881342680005821e-03 +3.239460983572681630e-03 +3.553921654066622728e-03 +3.695662062585623048e-03 +3.713928893308108929e-03 +3.651296469441254588e-03 +3.548233750691884118e-03 +3.479221694863359349e-03 +3.543686545308570753e-03 +9.093097595078060034e-04 +1.907645600467543657e-03 +2.790252525983896639e-03 +3.274509905074649875e-03 +3.498326905542090484e-03 +3.568464614529786791e-03 +3.542745716720744741e-03 +3.457582418891919692e-03 +3.338005606200430790e-03 +3.208687416233723701e-03 +3.127300215158303892e-03 +3.171413117996478136e-03 +1.041828604297517910e-03 +2.246275417439265280e-03 +3.202011138711203814e-03 +3.574334458959878107e-03 +3.609194262685033044e-03 +3.501592764146810050e-03 +3.342144593930331149e-03 +3.169686025275033053e-03 +3.000722074296826442e-03 +2.848689094132602056e-03 +2.756336140556342029e-03 +2.779830019299002995e-03 +1.117938851503663547e-03 +2.101453915063072279e-03 +3.053767588716188412e-03 +3.415914785453916247e-03 +3.401418822856059135e-03 +3.231368417922456712e-03 +3.017914868536857465e-03 +2.808598474158648366e-03 +2.620467141773329210e-03 +2.463093613353999067e-03 +2.369169736114050320e-03 +2.376099961554482311e-03 +5.952239555248603833e-04 +1.565149108416226788e-03 +2.500110577026399584e-03 +2.873906280222066328e-03 +2.892175523908106869e-03 +2.752139384604429702e-03 +2.560825182971536006e-03 +2.368842602160024877e-03 +2.196903357067177525e-03 +2.055831114415107314e-03 +1.972726720052585432e-03 +1.969258904957959903e-03 +3.747871938093839755e-04 +1.074339475945197643e-03 +1.801788771135207252e-03 +2.138604822651065003e-03 +2.209092303972893037e-03 +2.142852727549663522e-03 +2.018188536667420326e-03 +1.879555891359150103e-03 +1.749498529027298035e-03 +1.641444224599977004e-03 +1.579210170765536639e-03 +1.571067809531921742e-03 +1.570674095093149052e-04 +6.031029061480129615e-04 +1.126329594290964011e-03 +1.417377149367943625e-03 +1.514130257021171306e-03 +1.516575397497810966e-03 +1.464183778366525291e-03 +1.388448437103865065e-03 +1.309510273836278146e-03 +1.241228086990821483e-03 +1.204250955958650589e-03 +1.194967145800389244e-03 +9.026135990468834612e-06 +3.165194342856367726e-04 +6.879304262205324007e-04 +8.710800985074814567e-04 +9.488901439617451706e-04 +9.762663599053310630e-04 +9.691889692990654417e-04 +9.438775674711231273e-04 +9.093553730550949909e-04 +8.769620736175699500e-04 +8.634137182107172936e-04 +8.538286497528818674e-04 +7.818120329970819295e-06 +2.593273216213377393e-06 +3.612966135168167682e-04 +5.047740880813403330e-04 +5.668774595586568901e-04 +5.833707413659564110e-04 +5.873975601442801625e-04 +5.825053935279574883e-04 +5.723346003422457228e-04 +5.658445834283412548e-04 +5.685783267559560905e-04 +5.571551717686860136e-04 +1.027002532213788520e-05 +1.319546892920023457e-04 +2.097597214977106248e-04 +2.597062074621654042e-04 +3.162298464531406632e-04 +3.284973223919020972e-04 +3.236624978689445361e-04 +3.200814432411280461e-04 +3.188264972141331742e-04 +3.187976268570380154e-04 +3.199129617707670813e-04 +3.024501906541538746e-04 +0.000000000000000000e+00 +7.035851996857524237e-05 +1.351110082481728300e-04 +1.484178522634896791e-04 +1.649536697692147169e-04 +1.546791553945322444e-04 +1.492489806824476208e-04 +1.264095973293511723e-04 +1.146933527628866858e-04 +1.125759419367860690e-04 +1.125194039203154464e-04 +9.065577134162470586e-05 +4.628691184108681226e-05 +7.296123302114546495e-05 +1.066636493588865185e-04 +1.174694754852107713e-04 +1.124556981437308754e-04 +9.330717924161575103e-05 +7.213937377017295603e-05 +5.969292631653315526e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.107831937523768944e-04 +1.069693094516797335e-04 +1.189873236915009892e-04 +1.176413317585712787e-04 +1.093575936962178286e-04 +9.508729872131807363e-05 +7.606110017659164732e-05 +5.034348008073492029e-05 +1.196323267238639146e-07 +1.484177617359150914e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.968130349141367411e-04 +1.796646039729868100e-04 +1.895726438485237516e-04 +1.811670443345055851e-04 +1.669472243212614352e-04 +1.486199658585809482e-04 +1.266881502764772606e-04 +1.015777398515369889e-04 +7.148232074888585699e-05 +4.674956921684627459e-05 +2.053645014675033059e-05 +4.240560806059923526e-08 +2.709920473552618662e-04 +2.392705710784460114e-04 +2.442893420280669659e-04 +2.226528753355478285e-04 +1.942461068698707240e-04 +1.628252676933699533e-04 +1.297463341474180693e-04 +9.575871730057662937e-05 +6.197445848337885285e-05 +2.941568067821179875e-05 +1.055542205626338505e-07 +3.047856308243118921e-08 +1.968713173032453031e-04 +1.679868532739505068e-04 +1.586909026074607651e-04 +1.314722127008888209e-04 +1.009891150648945749e-04 +6.863426058435764744e-05 +3.981341927265822451e-05 +1.177139730564098745e-05 +7.428413297819783321e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.657685611592569499e-04 +1.249657238148173212e-04 +9.660345409549316476e-05 +6.079038170709960234e-05 +2.904778313108249578e-05 +2.690128149841243713e-07 +8.355809374392598840e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.802879003029213831e-04 +7.524625293273122810e-05 +2.421305288724678409e-05 +4.314026819815766095e-07 +1.477177031424991396e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.843075670586523222e-04 +2.748898952195582093e-05 +2.133981550493239686e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.216232108422877602e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.170045304017848918e-05 +9.539273289917808425e-05 +1.172082151527142142e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.357838738316950158e-04 +2.117085516555961087e-04 +2.820160689769279612e-04 +3.479191118518833604e-04 +3.794110048630577273e-04 +1.076283105916042953e-05 +5.771360871014196869e-07 +0.000000000000000000e+00 +2.085731700400059575e-04 +2.761075392248222822e-04 +3.415487094842876211e-04 +4.227337784384795354e-04 +5.031417037848778416e-04 +5.666112366302531117e-04 +6.329113155753641248e-04 +6.994318702608999429e-04 +7.359872369762749875e-04 +3.045233717397382331e-04 +5.083071266923410228e-04 +6.582960966578638422e-04 +7.492391388941189306e-04 +8.327812897020729806e-04 +9.075980478010902547e-04 +9.752002425045863589e-04 +1.026230090382033392e-03 +1.058514197263078467e-03 +1.083654063616564141e-03 +1.121759182534707352e-03 +1.158025742356768315e-03 +4.291346732855077107e-04 +8.302815487225232447e-04 +1.285040149354285980e-03 +1.536200229015915759e-03 +1.647708825885024330e-03 +1.687612538803726905e-03 +1.685348772849491576e-03 +1.661004415294534435e-03 +1.627633511593193447e-03 +1.597558794591034687e-03 +1.597089162446694221e-03 +1.630314697807592854e-03 +7.136767511564097530e-04 +1.476750156292594516e-03 +2.169559122688452437e-03 +2.496505063370496342e-03 +2.572883464046843687e-03 +2.528969655274399247e-03 +2.436882841725837925e-03 +2.332217402592446937e-03 +2.230839452263640686e-03 +2.144034816229270328e-03 +2.103502433686001757e-03 +2.133984384965749177e-03 +8.817546452895104123e-04 +1.976480743074570702e-03 +2.936834514580867212e-03 +3.327820880794638177e-03 +3.374723708480126608e-03 +3.276146614424759514e-03 +3.128195888842927059e-03 +2.971402256278653405e-03 +2.821439998864092372e-03 +2.689842506884353949e-03 +2.615815731499414494e-03 +2.647091770504094842e-03 +1.262959965169748724e-03 +2.268444740465879253e-03 +3.288433301915435255e-03 +3.749963760268986042e-03 +3.855630639560963299e-03 +3.800068861322085899e-03 +3.675150365338036591e-03 +3.521711214943054960e-03 +3.359165938603682518e-03 +3.204813573547525812e-03 +3.109876079308551179e-03 +3.147638036718146664e-03 +8.487725411331791979e-04 +1.950669227033509541e-03 +3.009925212916089374e-03 +3.624690581767261825e-03 +3.934243132131691467e-03 +4.052286605752709707e-03 +4.044883816869438396e-03 +3.957084246068354530e-03 +3.821176234321892965e-03 +3.668090651887348942e-03 +3.566190952268841370e-03 +3.616090467308852828e-03 +4.426358383353714253e-04 +1.082969378264622348e-03 +2.149912119223921884e-03 +3.068457356497073310e-03 +3.720146278246067809e-03 +4.105082864784840441e-03 +4.274616815488753961e-03 +4.290406006486843261e-03 +4.205730214266059294e-03 +4.070035504851287136e-03 +3.971171681595150015e-03 +4.036449759617131462e-03 +0.000000000000000000e+00 +2.278672455582572459e-04 +1.356879549618446963e-03 +2.564493455429494185e-03 +3.512842880843883471e-03 +4.125900088086875521e-03 +4.449660139387239845e-03 +4.559438677431930723e-03 +4.524354636672871070e-03 +4.408337113662481356e-03 +4.315476923601162078e-03 +4.395660097063974064e-03 +3.482081526145018439e-04 +6.574701507449799264e-04 +1.536668784678792360e-03 +2.639653608367182637e-03 +3.598220327150764876e-03 +4.262715594276188409e-03 +4.642376516758272599e-03 +4.795538422487756816e-03 +4.786364080738400757e-03 +4.680693875911325769e-03 +4.590795623099453923e-03 +4.682184677812672134e-03 +9.533820852189226445e-04 +1.785960554731144982e-03 +2.529329228846221352e-03 +3.277418386851032803e-03 +3.981747626083676113e-03 +4.521384529891732743e-03 +4.855103498358155460e-03 +4.997009963569709438e-03 +4.986548803711046869e-03 +4.879322839498111825e-03 +4.787609233136195207e-03 +4.885149737592056098e-03 +1.938502593966428709e-03 +3.028238352539049973e-03 +3.604674897806361793e-03 +3.977294120174920504e-03 +4.386270133197429054e-03 +4.762194872259224027e-03 +5.019672686916557686e-03 +5.129684197516338161e-03 +5.105889856891678881e-03 +4.991632217088259882e-03 +4.895856265856777211e-03 +4.995040556201321182e-03 +1.816781140707551031e-03 +3.328603254550672498e-03 +3.887234715387981755e-03 +4.158739080640442079e-03 +4.490584711312122640e-03 +4.822787976482337952e-03 +5.057411042558863055e-03 +5.155483080803321266e-03 +5.125046165091066974e-03 +5.006663191916479842e-03 +4.908182456022157185e-03 +5.005703528384746782e-03 +1.410021240640277253e-03 +2.543962044395621167e-03 +3.124288109625594431e-03 +3.657267566772084630e-03 +4.210042517625639177e-03 +4.661963030268048355e-03 +4.948533166836301470e-03 +5.064905069729389551e-03 +5.039394554390255916e-03 +4.922084395480507031e-03 +4.823310638574618454e-03 +4.916290730026248897e-03 +4.477520978813357322e-04 +9.643365220334301465e-04 +1.872092384322352051e-03 +2.898742380263117160e-03 +3.781982531470149712e-03 +4.398134078145017958e-03 +4.749567827863927262e-03 +4.885039695543318128e-03 +4.862745467088956837e-03 +4.745921770944408306e-03 +4.646859316368187436e-03 +4.731710534049149604e-03 +0.000000000000000000e+00 +1.880620998126529509e-04 +1.284084187904175082e-03 +2.543307077885983546e-03 +3.550213464318718003e-03 +4.200498927993074304e-03 +4.541954861198084156e-03 +4.655950665574810389e-03 +4.616572946545013587e-03 +4.491596801696900315e-03 +4.388950334447941533e-03 +4.461227921486063570e-03 +4.053810086046700846e-07 +4.149329822899969732e-04 +1.648143481865747091e-03 +2.807294872888334205e-03 +3.641315402542444693e-03 +4.134789560949204447e-03 +4.359425326086996920e-03 +4.396802234503194642e-03 +4.314230140060012694e-03 +4.170470167814250249e-03 +4.060503111915894983e-03 +4.116224251582451844e-03 +6.675936802991678728e-04 +1.430099236819492182e-03 +2.568993185382360822e-03 +3.395923187798331050e-03 +3.883962979322478498e-03 +4.112293412766366597e-03 +4.160041842538646228e-03 +4.091350167278848433e-03 +3.953557451398914679e-03 +3.787997842926799953e-03 +3.671057146208236630e-03 +3.708669152137222466e-03 +1.185966583514729694e-03 +2.267174981498961371e-03 +3.262170370720641251e-03 +3.788967639513694460e-03 +3.973240336922874427e-03 +3.967651262751778658e-03 +3.860960556202084910e-03 +3.703200253494068426e-03 +3.523441759546345510e-03 +3.346365216439150907e-03 +3.229600311596248375e-03 +3.251183988145655950e-03 +1.165228326200540027e-03 +2.313096411518594971e-03 +3.264417284548442027e-03 +3.659351144100880023e-03 +3.699192005039997951e-03 +3.579402168715549101e-03 +3.399877403207125608e-03 +3.206267491968742278e-03 +3.018505955009818942e-03 +2.851289795595519493e-03 +2.747496126523194578e-03 +2.758296871511278434e-03 +8.178047054901301741e-04 +1.739208297120147613e-03 +2.654360089947562125e-03 +3.020230495066563749e-03 +3.051656708160662736e-03 +2.938253404017810138e-03 +2.775847885737533789e-03 +2.607564674182747105e-03 +2.451090082775345558e-03 +2.317918263040813932e-03 +2.241133515793806725e-03 +2.247611158663603143e-03 +4.884722110565912524e-04 +1.150584729223336948e-03 +1.814505143779805447e-03 +2.107576681362631574e-03 +2.176190835385542581e-03 +2.135917885568969915e-03 +2.049456496794957016e-03 +1.949758231693463463e-03 +1.853336413443443242e-03 +1.771942509593724081e-03 +1.732267819848050351e-03 +1.739693024371790015e-03 +3.622721592650279408e-04 +7.063214477610958763e-04 +1.005208997272891494e-03 +1.197413224427545811e-03 +1.281788353921432377e-03 +1.316149282008086336e-03 +1.316659138510808697e-03 +1.297055905033034926e-03 +1.269620074833403313e-03 +1.245487953426034069e-03 +1.245592567314528481e-03 +1.256317252153120283e-03 +1.258221652228220089e-05 +1.956965793175495028e-06 +7.326832366136287366e-07 +5.177232090497204493e-04 +5.929214546772556410e-04 +6.503027850332495155e-04 +6.918158908948399176e-04 +7.169634963104992492e-04 +7.466756913375381362e-04 +7.707975143724418157e-04 +8.046940225219590195e-04 +8.177018155526304165e-04 +2.696627381230663009e-06 +5.517400839290096157e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.004644314127434980e-04 +2.248412287131817597e-04 +2.525583316159692800e-04 +2.975556357363296476e-04 +3.420996356597032109e-04 +3.748396306169613401e-04 +4.298255215200310437e-04 +4.416765512715134685e-04 +1.956103041493694549e-06 +7.886767515651415590e-07 +4.549477815874334474e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.559737481326279940e-05 +1.095816124088657453e-04 +1.531958522972421267e-04 +1.587391217015454335e-04 +1.011146393050270701e-04 +1.486348899613359104e-06 +4.621903564793149336e-07 +8.553115559744004477e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.970558942804433182e-05 +9.775014345138179973e-05 +1.001994527840793483e-04 +4.786356573110578400e-07 +1.584575923341115414e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.213898080739091639e-04 +1.160062456095185634e-04 +1.177482861344902588e-04 +9.424503285430804950e-05 +6.153766549104186187e-05 +2.580798219631456841e-07 +6.140110736032049627e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.572749205781841567e-04 +1.413855712439371110e-04 +1.421517809176807824e-04 +1.257834567120605840e-04 +1.031043554474114071e-04 +7.539281561807695525e-05 +4.575498905287866914e-05 +1.866683140694126181e-07 +5.129234431284622994e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.356173199237354297e-04 +2.105543296050358141e-04 +2.159032333595651610e-04 +1.985577953680997814e-04 +1.748253665155315281e-04 +1.473565294107220651e-04 +1.170790600157278695e-04 +8.259578803284686711e-05 +5.393991889788376821e-05 +2.338358064929520923e-05 +9.011936841805753093e-08 +1.234909368385714884e-08 +3.078259302846366114e-04 +2.691689989856707924e-04 +2.709929454206057992e-04 +2.418239687198629577e-04 +2.050517593020311207e-04 +1.654287263023888530e-04 +1.245473946705857621e-04 +8.388425912278870853e-05 +4.708694761698739784e-05 +1.031038764254716069e-05 +8.135212201655747447e-08 +5.835652109455356053e-09 +2.444419429775249761e-04 +2.025045888804785036e-04 +1.836096817418208160e-04 +1.429116644158219627e-04 +9.915826525031029755e-05 +5.745196031432080321e-05 +1.840424901382303537e-05 +1.503131262967795770e-07 +1.844780208194907833e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.748569318520085601e-04 +1.685921886816742221e-04 +1.125353524453697834e-04 +5.512943863307111529e-05 +5.718622889432522229e-06 +1.650274852819064599e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.775650634672739159e-04 +1.682345734357954729e-04 +1.777658463703920010e-05 +2.718463818958292350e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.649968977764695127e-04 +6.063825511248327374e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.579983481510810392e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.064378659931591517e-06 +1.090403144188041703e-04 +1.993500558993745327e-04 +2.557494330101120266e-04 +4.048990188995949057e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.690557021909706121e-04 +3.023272389947174836e-04 +4.161243440319708012e-04 +5.252791762087676529e-04 +6.394663043532330384e-04 +6.984260773864865799e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.032900874037578473e-04 +4.785740535571905317e-04 +6.068828946849823443e-04 +7.310247849387421911e-04 +8.421951535347236813e-04 +9.508957340634453326e-04 +1.031923657458252465e-03 +1.096284046346075302e-03 +1.167130025309197393e-03 +1.220308155820557655e-03 +3.279496680729180181e-04 +7.321163538421879670e-04 +1.214355467225326866e-03 +1.514145582077422014e-03 +1.669891857499680591e-03 +1.744665215146138596e-03 +1.770390487284066987e-03 +1.769836975722036045e-03 +1.755427056477974366e-03 +1.739827710323558867e-03 +1.752472151868066010e-03 +1.794976158566391564e-03 +5.695494954925569555e-04 +1.479541321455052046e-03 +2.398352951798907780e-03 +2.798966347423339617e-03 +2.884354039285543566e-03 +2.831745521094268525e-03 +2.729074976221624975e-03 +2.614851539657077339e-03 +2.504114175903809740e-03 +2.407767440099743434e-03 +2.361491952933256460e-03 +2.393626446147806459e-03 +1.043563201784280864e-03 +2.212568748993185442e-03 +3.367002709139565227e-03 +3.819917607849344574e-03 +3.862605081328066535e-03 +3.741669972213710130e-03 +3.568292318571662791e-03 +3.385672217409194541e-03 +3.209356392972056819e-03 +3.051569743707409528e-03 +2.957489454707056507e-03 +2.984484522739396829e-03 +1.245049819148849471e-03 +2.561265236373689788e-03 +3.683575992873904317e-03 +4.198442936342965982e-03 +4.339239429191435807e-03 +4.299852039039045275e-03 +4.172991472939214727e-03 +4.003306128888135286e-03 +3.814541010019263483e-03 +3.628737665198995647e-03 +3.506720283169597642e-03 +3.537199464587195957e-03 +9.305988252651323104e-04 +1.903054839268252061e-03 +2.962845348873557189e-03 +3.741955312817990195e-03 +4.217785393473936530e-03 +4.448612010782209553e-03 +4.500778310765325349e-03 +4.432279033855858995e-03 +4.288345462993303249e-03 +4.111169081649729967e-03 +3.983570096727764333e-03 +4.026629454005069102e-03 +7.533088345810988622e-06 +4.892855206949182825e-04 +1.510255838591299544e-03 +2.704333373266243172e-03 +3.668124055811827853e-03 +4.284506025392211329e-03 +4.597876220831328790e-03 +4.688100294278442493e-03 +4.628933615480120001e-03 +4.487953553386951969e-03 +4.372670391026839756e-03 +4.434716524153515735e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.897419191322554211e-04 +1.698951403211239547e-03 +3.038726327442693893e-03 +4.000886170232676418e-03 +4.566544227544301615e-03 +4.820177117615418415e-03 +4.855577500468564837e-03 +4.761630669065391834e-03 +4.667531710071497197e-03 +4.750193871942310665e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.142615754170948168e-03 +2.600817727030100678e-03 +3.764736444565611618e-03 +4.504406919432817936e-03 +4.881548096632770672e-03 +4.993551491361688903e-03 +4.940789379108778342e-03 +4.867080130006244676e-03 +4.966878260359909071e-03 +1.422945540392724103e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.997007362547377998e-04 +2.408556773418233602e-03 +3.642009732647741391e-03 +4.464197150602450259e-03 +4.906857677984661180e-03 +5.062032146671824155e-03 +5.033525289428192849e-03 +4.972245223667827452e-03 +5.081741533625650474e-03 +1.112061134682152980e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.859087407814231489e-04 +2.383319596913500895e-03 +3.625160151363773613e-03 +4.458392201246579555e-03 +4.909763022135542679e-03 +5.070331064334927980e-03 +5.044412262810618608e-03 +4.983980890675767349e-03 +5.093604352457061640e-03 +5.997699979208355079e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.030327593621248880e-03 +2.499196106077367346e-03 +3.706353948246902345e-03 +4.485981066535810712e-03 +4.891266599130313954e-03 +5.019612829450475870e-03 +4.974238824716994967e-03 +4.902659312332263535e-03 +5.002582601036906218e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.379392739525526004e-03 +2.828819515758420559e-03 +3.896805418362862729e-03 +4.540299950790930607e-03 +4.842637506637172649e-03 +4.903850567751917924e-03 +4.820235314027157547e-03 +4.728062960031306078e-03 +4.810016701352081737e-03 +3.029689113204966070e-06 +1.066509316467184344e-04 +9.245498394985731836e-04 +2.228627190274717808e-03 +3.387776121652892082e-03 +4.166672944160336456e-03 +4.587344768495047256e-03 +4.738635615886615735e-03 +4.708298854411513412e-03 +4.576113495142910756e-03 +4.459714241822194253e-03 +4.518774418192863726e-03 +2.463258365462417669e-04 +9.873070550408191096e-04 +2.220443868894665749e-03 +3.258454648133379903e-03 +3.981743194912225510e-03 +4.389601504772407820e-03 +4.548334381136893111e-03 +4.534037546178991233e-03 +4.410324321188725978e-03 +4.233649150044869677e-03 +4.098130569406921962e-03 +4.134138229800205649e-03 +1.127314533054759541e-03 +2.104722465085351150e-03 +3.268709103745899743e-03 +3.972472232884089946e-03 +4.297178851399333435e-03 +4.382290421170905066e-03 +4.321942878369152211e-03 +4.177170295354423225e-03 +3.987660265873983929e-03 +3.787536789506651229e-03 +3.647517499381674327e-03 +3.665397646740625390e-03 +9.003961199761820145e-04 +2.242255689535058681e-03 +3.468025129044122190e-03 +3.992909872420390485e-03 +4.097384810658571443e-03 +4.008092491959997471e-03 +3.837136206483702638e-03 +3.636970447729134803e-03 +3.432329267516064878e-03 +3.242470940770927207e-03 +3.119244647934987531e-03 +3.127681285355464295e-03 +7.381270507076565955e-04 +1.868058756499130831e-03 +2.890334531228744633e-03 +3.305749346974673139e-03 +3.359897389247363652e-03 +3.256318785379411478e-03 +3.096622979073470998e-03 +2.925801208167518389e-03 +2.762193882246654231e-03 +2.618709625221310802e-03 +2.534295659138048173e-03 +2.542997307798674535e-03 +5.306444660044492591e-04 +1.187227162854991979e-03 +1.868929159726609402e-03 +2.174207300376822423e-03 +2.261576155840367471e-03 +2.244534592685747555e-03 +2.181759652550083108e-03 +2.102953282839878108e-03 +2.022634623246930344e-03 +1.952464275521320061e-03 +1.922910562067925520e-03 +1.939484822257567156e-03 +7.366170162568174304e-06 +5.415503173828856154e-04 +8.758248163128622317e-04 +1.007684902617531509e-03 +1.093200674462481425e-03 +1.169460194897372751e-03 +1.225685193922798838e-03 +1.259540245449464755e-03 +1.277203026899565450e-03 +1.290285707748361609e-03 +1.320930365166008867e-03 +1.348598952436054618e-03 +2.463094754475584861e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.975835323125755107e-04 +2.479294079619836166e-04 +3.302715807346321320e-04 +4.302763084520967621e-04 +5.169987311928038540e-04 +5.974934755560452199e-04 +6.819196296507754355e-04 +7.641248419328622180e-04 +8.010127744613590103e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.097686517260676610e-06 +1.063508073498874477e-04 +1.978889924457572077e-04 +2.872946852707009197e-04 +3.265167072535711946e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.952045605304054680e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.416459691222700855e-04 +8.971308782121746022e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.157130558009449286e-04 +1.689662153847201179e-04 +7.934694346528618496e-07 +1.626016114245277326e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.914491451492668404e-04 +1.700223639838436683e-04 +1.180852363968873408e-04 +6.383342217679727508e-05 +4.044883770532103779e-07 +1.057797261822476588e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.115505320185355280e-04 +1.780742857958035976e-04 +1.654573199011272742e-04 +1.326992628726765186e-04 +9.400840437755929530e-05 +5.580721027024583195e-05 +2.981068660322592241e-07 +1.159411271784773625e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.759957348618592601e-04 +2.424068128834559917e-04 +2.428730742139447265e-04 +2.161971975647877212e-04 +1.825765788284060178e-04 +1.458033696378082495e-04 +1.037240730840128660e-04 +6.986139809824910949e-05 +3.516661256082042887e-05 +1.565467509162574810e-07 +6.036981564578913674e-08 +0.000000000000000000e+00 +3.428840535857522690e-04 +2.977809820118323503e-04 +2.969063849013279252e-04 +2.608717331696582616e-04 +2.162865762506876793e-04 +1.688712694961859906e-04 +1.190126427183393432e-04 +7.559910129962071576e-05 +3.251144526077991446e-05 +1.527712293291093003e-07 +5.875691482272153370e-08 +0.000000000000000000e+00 +2.908295701444502503e-04 +2.350930365470400732e-04 +2.081649497957441372e-04 +1.554057899615437501e-04 +9.880869891142918541e-05 +4.758348948026896785e-05 +2.816393607577948305e-07 +9.940046433338723709e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.910951415224877886e-04 +2.122491225094723410e-04 +1.324428968763932788e-04 +5.484354664725169887e-05 +3.850541803146506038e-07 +6.822392933874746422e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.589845103889011100e-04 +2.331447954399785494e-04 +2.731229632423998223e-05 +1.504806341310459546e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.896474364251319914e-04 +1.156658538880710885e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.571471588139368647e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.031650672231804243e-04 +1.557293025438489815e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.939962453649274766e-05 +1.840160370122056999e-04 +3.413132980590104053e-04 +4.701355508615307583e-04 +6.194564836517629531e-04 +6.934549289319667537e-04 +1.576658644353806286e-06 +0.000000000000000000e+00 +3.327100115647753462e-04 +4.811077888969230343e-04 +6.261112910582496008e-04 +7.629449605314201277e-04 +8.760728403719923556e-04 +9.976849368195743733e-04 +1.092041342955657338e-03 +1.169706559878992951e-03 +1.254163368096828171e-03 +1.314268353578660221e-03 +3.882799695480324085e-04 +1.036117956641256690e-03 +1.683848057555575916e-03 +1.966402377070429475e-03 +2.057657039548633094e-03 +2.063897126625428326e-03 +2.036482161084051962e-03 +1.999847539934604748e-03 +1.962015952532227686e-03 +1.931112590309981255e-03 +1.936173416927996268e-03 +1.976746776148807262e-03 +9.947082341564715199e-04 +2.136812979198687498e-03 +3.221296633614023890e-03 +3.565432741039238976e-03 +3.518416683319465152e-03 +3.343374200504908769e-03 +3.149421762760287128e-03 +2.971215705808881967e-03 +2.815049499394874869e-03 +2.685206692949274228e-03 +2.616950141713634582e-03 +2.641064515126967816e-03 +1.631082912434620976e-03 +3.171522194238537550e-03 +4.257511892177432040e-03 +4.574378276373590284e-03 +4.486040109783107251e-03 +4.264262444974125689e-03 +4.018100574428339240e-03 +3.781863331626595433e-03 +3.563272774462024600e-03 +3.370212863276542299e-03 +3.250056827347919206e-03 +3.267240117181254098e-03 +1.421339144255741229e-03 +2.840778830680732933e-03 +3.955508089671985923e-03 +4.487768000659218826e-03 +4.656124734669453077e-03 +4.637620498495385879e-03 +4.519954775083536054e-03 +4.347432516122000205e-03 +4.145473968752029330e-03 +3.939439392381210298e-03 +3.797857990582066429e-03 +3.821072484706259081e-03 +4.472335101955255895e-04 +1.113219334096962913e-03 +2.228745363170041207e-03 +3.278963238009045822e-03 +4.031152490226858759e-03 +4.464891552906480494e-03 +4.647358979140759662e-03 +4.652385222768961465e-03 +4.541292925336293425e-03 +4.370394348312971015e-03 +4.237255727701501155e-03 +4.278411892733564349e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.193031533632860302e-04 +1.546106273242130961e-03 +2.951844417444906242e-03 +3.942235789979488605e-03 +4.507214258293350088e-03 +4.749231941544362900e-03 +4.771145281615768105e-03 +4.665299437190668572e-03 +4.560564781512880909e-03 +4.626262083440319667e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.303418225332709145e-04 +1.909887939051377759e-03 +3.357611424961400633e-03 +4.266299895186819943e-03 +4.729463203816471235e-03 +4.880862603471392350e-03 +4.843170943438329136e-03 +4.771615900154083968e-03 +4.860747839600892614e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.289313626610885406e-03 +2.959438308960342118e-03 +4.079499011402786153e-03 +4.683560000414746169e-03 +4.919452289982226972e-03 +4.927625590248499964e-03 +4.879195746550732057e-03 +4.983193740262089819e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.178854130746544463e-03 +2.883692302185998212e-03 +4.040965617708298235e-03 +4.669577246497098183e-03 +4.919891726437162181e-03 +4.935608696713977492e-03 +4.890624029133251033e-03 +4.996065260038722380e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.571137692781123711e-03 +3.152071711082091859e-03 +4.166713897751100730e-03 +4.697812063510537969e-03 +4.888340524160426567e-03 +4.870542415453640514e-03 +4.807636628788598127e-03 +4.900258395055207515e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.865752182943206772e-04 +2.472231410258825257e-03 +3.676792553461704759e-03 +4.393091379056401728e-03 +4.728752957341936757e-03 +4.802462369538221601e-03 +4.721153673269971526e-03 +4.625624027208606950e-03 +4.694561369400623678e-03 +4.035637274199421645e-04 +5.613324099134245999e-04 +1.399123950743064951e-03 +2.565707566477136003e-03 +3.586136999817901832e-03 +4.248545163103331461e-03 +4.586108491554474406e-03 +4.682878072612113064e-03 +4.618583703824075300e-03 +4.466042207854109720e-03 +4.336349496591613943e-03 +4.377412491158051526e-03 +1.015542116329063924e-03 +2.150513569992284005e-03 +3.296013662131201411e-03 +4.024407230383132521e-03 +4.420550657532261798e-03 +4.581028763345084201e-03 +4.577574002831804288e-03 +4.465718925654491890e-03 +4.287616572423880168e-03 +4.083236235835973650e-03 +3.933467502395473700e-03 +3.950415047637691190e-03 +1.657743853881623979e-03 +2.955710568230871058e-03 +4.099607845652886162e-03 +4.539966348046570177e-03 +4.573274238470920530e-03 +4.435595660842419491e-03 +4.231736849632348682e-03 +4.005585159678926206e-03 +3.776533121000773090e-03 +3.562253261031438252e-03 +3.419174406764043973e-03 +3.422417938538579833e-03 +1.034655966199204621e-03 +2.399779078600257267e-03 +3.575744932802838935e-03 +3.964253928641541316e-03 +3.926644510509081157e-03 +3.735163079694525830e-03 +3.507987583290459073e-03 +3.287865803270444143e-03 +3.087075327770868929e-03 +2.914150782634012619e-03 +2.809465249264998538e-03 +2.812530083149135732e-03 +6.954932344306304429e-04 +1.507016238457986558e-03 +2.282406122055262877e-03 +2.615244757136335040e-03 +2.663484002886629988e-03 +2.591129606781167154e-03 +2.480744973595767379e-03 +2.367226627283468710e-03 +2.262523035846700399e-03 +2.174924731802660959e-03 +2.135567507971170443e-03 +2.150582166168994204e-03 +4.154070812160671989e-04 +5.931191090455837853e-04 +8.715605712249208364e-04 +1.051785066885576681e-03 +1.162076447230294849e-03 +1.251296589663453097e-03 +1.313848655773387254e-03 +1.353759957072588668e-03 +1.379177448491157934e-03 +1.400395794184809087e-03 +1.440527020608484143e-03 +1.474419491313189168e-03 +3.480647631589506409e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.687149130103694228e-05 +1.492921123820902397e-04 +2.996989051710461792e-04 +4.353262765159422905e-04 +5.352227133976240891e-04 +6.580753214079257092e-04 +7.721779153217132570e-04 +8.247913459825110443e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.875209108611778194e-05 +1.831452155982050425e-04 +2.451898031347055909e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.277876361276586977e-04 +2.265892006333686241e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.922283431633436887e-04 +2.207673743456112540e-04 +6.015491644337441002e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.837291109710888709e-04 +3.049327064167468219e-04 +1.278171615224254121e-04 +4.007860196059597808e-05 +2.788962421171196848e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.036557350515641093e-04 +2.177154895128048553e-04 +1.885712557071877993e-04 +1.403246475011154354e-04 +8.890667696205347705e-05 +4.012962443052833615e-05 +2.361862672027996562e-07 +4.748296131180268777e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.184284682070832330e-04 +2.733644869240482896e-04 +2.691738170003739219e-04 +2.337242587164459044e-04 +1.908468355688071468e-04 +1.452858578017874355e-04 +9.819262561037512063e-05 +5.856256169190631074e-05 +1.989520623539388681e-05 +1.295414167022112065e-07 +3.236832177119303389e-08 +0.000000000000000000e+00 +3.777826272333383029e-04 +3.238920245431015413e-04 +3.209228189394618862e-04 +2.792284928958617841e-04 +2.280507001269742589e-04 +1.738681988173385246e-04 +1.186037954381590685e-04 +6.982389327445041980e-05 +2.274230803956174036e-05 +1.342404983311912021e-07 +3.912188756977547729e-08 +0.000000000000000000e+00 +3.924830520151216507e-04 +2.698986209183459515e-04 +2.309859596469957237e-04 +1.688652686453711975e-04 +1.029103881868259071e-04 +4.336102183163473989e-05 +2.443824435477173281e-07 +5.496463070272855376e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.385934569619423060e-04 +3.301589006059633871e-04 +1.568424952279249933e-04 +6.194298442397618476e-05 +3.320044515290227993e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.324936943433661283e-04 +3.194369124718844915e-04 +4.957751027278365887e-05 +7.320181260170703521e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.931805159341017658e-04 +1.741230340196949790e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.592582370929147037e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.475202207167131971e-05 +9.995368190987563572e-05 +8.017074215819262157e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.337516615033471403e-05 +1.943262968712483781e-04 +3.342925190717816819e-04 +4.882125638923883165e-04 +6.500070089498898463e-04 +7.268200328026648647e-04 +1.479785487850910516e-05 +6.197519347534844510e-04 +8.723867566446300405e-04 +9.503971656415279067e-04 +1.008240208106703402e-03 +1.064682049032640316e-03 +1.118774068416251944e-03 +1.184122248746861993e-03 +1.241673110339650606e-03 +1.298371994336356729e-03 +1.372009648200495655e-03 +1.426006970463223299e-03 +8.412287810377911540e-04 +1.885537020692303620e-03 +2.748577334572043993e-03 +2.927469438721737142e-03 +2.803223914786137985e-03 +2.612921646960427759e-03 +2.441638474183774159e-03 +2.307856447703663695e-03 +2.206468182540167067e-03 +2.133768072941251859e-03 +2.113266298763958381e-03 +2.141335701570964371e-03 +1.779484449279669688e-03 +3.519697726026991148e-03 +4.536867053925809114e-03 +4.620180464556824206e-03 +4.300075694250372893e-03 +3.914706038536932761e-03 +3.577014047661667469e-03 +3.304309623324288084e-03 +3.085256454518092630e-03 +2.911938415946769849e-03 +2.814996548437635315e-03 +2.825084698141153237e-03 +1.898818059441929060e-03 +3.889995224131966717e-03 +5.053497755265513869e-03 +5.225948530697547764e-03 +4.980270173853027643e-03 +4.645574400379548496e-03 +4.326568619493414286e-03 +4.042647159320898395e-03 +3.789824296538808496e-03 +3.569529350134554701e-03 +3.428750391723052807e-03 +3.434914629739486969e-03 +1.661548536277447034e-03 +2.778270661574543197e-03 +3.866870462970883968e-03 +4.449165047768981196e-03 +4.673065154585210636e-03 +4.702753084951125616e-03 +4.621355435158206078e-03 +4.471030235072293198e-03 +4.277951539139588331e-03 +4.070475782388654346e-03 +3.922583887256888072e-03 +3.939916038183628039e-03 +4.558404124614520265e-06 +5.035446916567766409e-04 +1.499459524016441211e-03 +2.654353549349156797e-03 +3.620678466821489454e-03 +4.234227467077817525e-03 +4.542683821713556190e-03 +4.627263642646236956e-03 +4.560852334361332680e-03 +4.410765922611940490e-03 +4.284261862194621399e-03 +4.323220429125813891e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.099530796293920309e-04 +2.372205669320294561e-03 +3.570270400010508178e-03 +4.281794579306504901e-03 +4.615567665710572712e-03 +4.690232020844955010e-03 +4.611542562027589123e-03 +4.517827622473642377e-03 +4.580246272309251160e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.517573121767593113e-03 +3.069986414908886137e-03 +4.052126713002934116e-03 +4.556867700834448670e-03 +4.730436303507157096e-03 +4.703774808557455341e-03 +4.635317613648249312e-03 +4.713711500391647158e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.372082278074867332e-03 +2.970173305124219291e-03 +4.000687648392451008e-03 +4.536694651941782647e-03 +4.728444605928421203e-03 +4.711344080070107784e-03 +4.647361225864021957e-03 +4.727769993424800477e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.472366226522922095e-04 +1.926760599159387487e-03 +3.310724705161032129e-03 +4.154748263038508284e-03 +4.571522452602264433e-03 +4.693701578724373755e-03 +4.639374357623217426e-03 +4.556552555142718425e-03 +4.623789075756645425e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.648356997155767889e-04 +1.803947426910000595e-03 +3.070206084597271699e-03 +3.934600991996751139e-03 +4.413717963893197191e-03 +4.602945930331397636e-03 +4.594418031845605432e-03 +4.471989636716653359e-03 +4.356116260150825516e-03 +4.399458466838798709e-03 +1.179603577522675287e-03 +2.113849287868002115e-03 +3.032329278427942001e-03 +3.786667366890052698e-03 +4.271767484484982613e-03 +4.518175599760919890e-03 +4.583742206727622892e-03 +4.520366715158547453e-03 +4.371218362017530168e-03 +4.180156196199273817e-03 +4.034303466528557473e-03 +4.051543045206377168e-03 +1.738186923703006516e-03 +3.601412033301840468e-03 +4.746126670111383734e-03 +5.021561502302250915e-03 +4.916487875764342756e-03 +4.698280429767678033e-03 +4.453798572010172867e-03 +4.206757368732903790e-03 +3.963786442651545151e-03 +3.736785177728005336e-03 +3.582812528083199020e-03 +3.581147082898962671e-03 +2.194782861466509395e-03 +3.732072682088277259e-03 +4.803119916085056562e-03 +4.928079847275600514e-03 +4.626242875462756136e-03 +4.241663927001921089e-03 +3.889696298453579337e-03 +3.591605864225648828e-03 +3.340658108958751132e-03 +3.133289218713483128e-03 +3.005872134655182548e-03 +2.999293156285529754e-03 +1.171552822763427884e-03 +2.480172026467758212e-03 +3.432377233113183615e-03 +3.614306243115375777e-03 +3.426463794277859447e-03 +3.151342788001814960e-03 +2.895995827466319155e-03 +2.686394460607526881e-03 +2.519257133082013732e-03 +2.390621171652466005e-03 +2.326129509685450659e-03 +2.330354106193890246e-03 +5.538541757755261873e-04 +1.035666859209230864e-03 +1.474894092100571775e-03 +1.658940304506785696e-03 +1.679554485174087524e-03 +1.652069512620469010e-03 +1.615922024383327493e-03 +1.586220018642024937e-03 +1.567221120380801833e-03 +1.559969810387186418e-03 +1.584654940458287429e-03 +1.611629643559487658e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.106240335545592451e-05 +9.506346619484623041e-05 +2.339903259964940961e-04 +3.758402426758032872e-04 +4.785281926694578448e-04 +5.931828867952995601e-04 +7.167422062487523735e-04 +8.350693013172555672e-04 +8.890368350277413467e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.624827497916089802e-05 +1.439277216561844286e-04 +2.172107745606713684e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.206569900905185694e-04 +4.811683161686021125e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.366445480613481436e-04 +2.797090517064836058e-04 +5.675403051420361555e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.764267868126079334e-04 +3.769395376942354537e-04 +1.469520903368500323e-04 +3.371679456041740028e-05 +1.803086486353751603e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.574806700259812843e-04 +2.494048433242942943e-04 +2.106838195558455805e-04 +1.502807390041893904e-04 +8.778101708751074662e-05 +2.939042041518715522e-05 +1.819388618852119755e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.537549977738253283e-04 +3.011032519679581560e-04 +2.935368770904187431e-04 +2.507844649657990340e-04 +1.999291246757402751e-04 +1.465783358908492244e-04 +9.481472354091174525e-05 +4.961558733564103125e-05 +5.896207573247033584e-06 +1.057000398076932790e-07 +7.847633519101219135e-09 +0.000000000000000000e+00 +4.046025145899604324e-04 +3.460845757635694461e-04 +3.421659529043747793e-04 +2.963960038208612565e-04 +2.401727260418330223e-04 +1.805527296832467969e-04 +1.206133975496323523e-04 +6.706546367394852954e-05 +1.630742060857547348e-05 +1.195468555736285874e-07 +2.364830516617801982e-08 +0.000000000000000000e+00 +4.334781967471623980e-04 +2.943400072116552409e-04 +2.505283063136914501e-04 +1.825993635069393434e-04 +1.098113636594111878e-04 +4.370771290386743616e-05 +2.156790755543355930e-07 +2.042353003867461167e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.694230906341083188e-04 +4.080263474236828398e-04 +1.799749105471803068e-04 +7.367047196334610836e-05 +2.957461498054336153e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.655514177947991218e-04 +5.440574786545857196e-04 +1.051825357072668057e-04 +3.077375511809376311e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.125913774549167183e-04 +2.186653321891436727e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.475287863961205388e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.886368003519279815e-05 +8.842792818045228272e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.742672324860986279e-05 +1.879987641087592690e-04 +3.250604771109294401e-04 +4.137060165831761430e-04 +5.654225686624842840e-04 +7.143917610153441506e-04 +7.811633178542975444e-04 +5.386795057982447831e-04 +1.265143572067355116e-03 +1.786672614681800251e-03 +1.823690508619067643e-03 +1.690000996780585251e-03 +1.563801936755834657e-03 +1.480840695612547575e-03 +1.438519250574101481e-03 +1.425674799125507559e-03 +1.436702888948140347e-03 +1.482027411847657884e-03 +1.519587425623577159e-03 +1.839119185994648889e-03 +3.380663005661554889e-03 +4.139143509218544577e-03 +4.039797273171909057e-03 +3.607283712579751906e-03 +3.169603878380401838e-03 +2.825232429397850614e-03 +2.577092993768852376e-03 +2.401564827820117272e-03 +2.280348544029405043e-03 +2.228848143218539312e-03 +2.238955315636628751e-03 +2.312292597002164364e-03 +4.569554778764126947e-03 +5.628975753924461527e-03 +5.468034668202271381e-03 +4.885294299689092214e-03 +4.306871002351922786e-03 +3.843460184064999285e-03 +3.491682580109071749e-03 +3.222153562099540694e-03 +3.015123563937971603e-03 +2.895345747494730733e-03 +2.890283263750651529e-03 +2.936481831656646661e-03 +4.706533323016556802e-03 +5.633302032887662833e-03 +5.597345124260191644e-03 +5.199031606185129661e-03 +4.772551717558818664e-03 +4.403428142084459679e-03 +4.092339499628780582e-03 +3.823231604499208354e-03 +3.591235392297489112e-03 +3.440709931940310207e-03 +3.436016317551110911e-03 +1.621738336717087111e-03 +3.105878078663088480e-03 +4.093254538343680561e-03 +4.511742190556380580e-03 +4.639177167063892639e-03 +4.628874530586620482e-03 +4.536917124961920705e-03 +4.387662095639053607e-03 +4.198335852814026083e-03 +3.993629919001645025e-03 +3.845496345770850217e-03 +3.853784600628598796e-03 +8.820682460980107430e-04 +1.363191980040800392e-03 +2.060272360774586566e-03 +2.916157897980836342e-03 +3.672874070459408724e-03 +4.165952747998531713e-03 +4.412136089527177868e-03 +4.467732505236058152e-03 +4.390034101490931234e-03 +4.237290049788141819e-03 +4.109403391015731266e-03 +4.135460866079739700e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.682407715691468563e-04 +1.738711454567590589e-03 +2.904036194114636722e-03 +3.755194753710461991e-03 +4.246958778661832391e-03 +4.454007660163662730e-03 +4.461604847000684090e-03 +4.351605295148002969e-03 +4.242841364524229178e-03 +4.282120595499716749e-03 +1.552864560546910380e-05 +0.000000000000000000e+00 +5.409185535119770709e-04 +1.560088929949611080e-03 +2.756681285825323020e-03 +3.666179423476503309e-03 +4.202494420790018476e-03 +4.438195826637849999e-03 +4.462460666952472975e-03 +4.361149093977579987e-03 +4.256363748113423627e-03 +4.297507923622378989e-03 +2.229226355128886155e-05 +6.799719458011499896e-04 +1.409251028247093720e-03 +2.339339358020524860e-03 +3.286969425826830223e-03 +3.946788176512079811e-03 +4.309880131398199921e-03 +4.438970482511970898e-03 +4.403219841925141466e-03 +4.271633732599211704e-03 +4.152836140016744754e-03 +4.183111925408664403e-03 +1.083150146368797896e-03 +2.140551901819845448e-03 +3.161720592744621857e-03 +3.826060125522341704e-03 +4.218485435215302282e-03 +4.412736175335661357e-03 +4.458995342983400681e-03 +4.394231423395790828e-03 +4.250925359532638052e-03 +4.067079093160901222e-03 +3.925782569131589135e-03 +3.937077193175263744e-03 +2.470159661811321874e-03 +4.311402387546465174e-03 +5.164659493214281312e-03 +5.244969217133865942e-03 +5.012314268738857909e-03 +4.723658825702025353e-03 +4.447912519218996837e-03 +4.190606545041021362e-03 +3.945932426125498688e-03 +3.719208759224041597e-03 +3.564537211913648088e-03 +3.557379575916886499e-03 +2.601046617326348981e-03 +4.880835661798151037e-03 +5.848117563598734421e-03 +5.669057193389917711e-03 +5.098683176119413012e-03 +4.534731242399733277e-03 +4.076473934447961446e-03 +3.718407352614314879e-03 +3.433237082854097288e-03 +3.204910407587243954e-03 +3.063853617219439249e-03 +3.047771685830860319e-03 +2.062143280243983190e-03 +3.765324470525972800e-03 +4.813337839312214345e-03 +4.728193687320963491e-03 +4.209222249717105811e-03 +3.674670084908154832e-03 +3.246264590877361370e-03 +2.928408715592884827e-03 +2.694510875990198569e-03 +2.524017163340320363e-03 +2.433626660449546113e-03 +2.423722774900848899e-03 +8.644781222312268891e-04 +1.974861178107190085e-03 +2.728220044755146154e-03 +2.764474664727253114e-03 +2.510327544309494743e-03 +2.232604152545315801e-03 +2.013264660438787278e-03 +1.862844319407430628e-03 +1.766122750217845056e-03 +1.709382629680757798e-03 +1.704241275268834422e-03 +1.715491211035527139e-03 +3.480443741793385996e-04 +4.784227301533283097e-04 +5.908121641512056703e-04 +6.279313909117511866e-04 +6.114168956273718968e-04 +6.153539588233327036e-04 +6.219554270934927239e-04 +6.578609782777686005e-04 +7.414020464389313144e-04 +8.283727391008268359e-04 +9.251972239646344886e-04 +9.668118535245616126e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.404198729367769988e-05 +1.678009545943803891e-04 +2.368746756448999275e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.846408826035731210e-04 +1.307804354085330009e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.876612657105020874e-04 +3.750760615101613425e-04 +6.597876331307573733e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.583266740051453285e-04 +4.626694627421145084e-04 +1.783115564000112773e-04 +4.709765780116614408e-05 +1.173745048054355343e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.893129777445171339e-04 +2.747871647267919638e-04 +2.305653519306939366e-04 +1.627857720511027438e-04 +9.198129276960548717e-05 +2.574982922773146353e-05 +1.403318130867805095e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.817941451057552896e-04 +3.243109544128600129e-04 +3.148846786425406850e-04 +2.669575381277216491e-04 +2.100300213682444609e-04 +1.504071783831490436e-04 +9.425536149084033839e-05 +4.297610439995251951e-05 +2.114378477564453325e-07 +8.667058617960261890e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.249067423964009876e-04 +3.638838818518597227e-04 +3.601289943990758640e-04 +3.120427858858882179e-04 +2.525442451907457448e-04 +1.890544011665497369e-04 +1.252402638520710922e-04 +6.779429383694031582e-05 +1.371224269459976185e-05 +1.096489753240820385e-07 +1.327595939378292328e-08 +0.000000000000000000e+00 +4.499830830577843826e-04 +3.093693203143391113e-04 +2.659234405660194792e-04 +1.960003568477261668e-04 +1.192978021016797327e-04 +4.882417082398176939e-05 +1.976621772441734402e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.869965536786231621e-04 +4.297299825455068206e-04 +1.970373710751410778e-04 +8.828275277855496489e-05 +2.760944673567885255e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.756051186772075412e-04 +6.098088856102241388e-04 +1.326843482125703423e-04 +1.191833775972280223e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.161477217793821879e-04 +2.623105487590933157e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.410272466163977711e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.482690482938543951e-05 +1.012916407986743121e-04 +0.000000000000000000e+00 +4.150310357563468354e-04 +5.366398947709956823e-04 +4.963609936511736553e-04 +4.305289034521563572e-04 +4.142093089574574549e-04 +4.429798423383937808e-04 +4.717082717294585319e-04 +5.404266011118012778e-04 +6.504380476684867071e-04 +7.707473054778097264e-04 +8.186070179484784826e-04 +1.092299704546474031e-03 +2.206771760384274809e-03 +2.746823356542695341e-03 +2.638883006145003630e-03 +2.310844749147166009e-03 +1.997547983101811888e-03 +1.770996243940607239e-03 +1.627495110509872590e-03 +1.547663735947842935e-03 +1.513126778950847889e-03 +1.528284799773991154e-03 +1.545764081170812512e-03 +1.757816303944726745e-03 +3.833203110540903558e-03 +4.851057080144456808e-03 +4.645504187873155354e-03 +4.031684946218320499e-03 +3.441814627892998951e-03 +2.990032880075509970e-03 +2.670640289458773523e-03 +2.448613310453018419e-03 +2.296715119510396325e-03 +2.224095277400912722e-03 +2.217100605927573367e-03 +3.320408104193935984e-03 +5.179487700040851655e-03 +6.021989873598179201e-03 +5.702761106390594886e-03 +4.994816444188210532e-03 +4.332657351500825149e-03 +3.818704201811539290e-03 +3.437832388360320072e-03 +3.151692289055004099e-03 +2.934806856771214178e-03 +2.807223145138380230e-03 +2.789210914013018350e-03 +2.634564901861299012e-03 +4.905869526202085579e-03 +5.818755705928776480e-03 +5.641887987038458722e-03 +5.127096567742144353e-03 +4.630768016905117447e-03 +4.226488655862834128e-03 +3.901067636306895011e-03 +3.628876800208886630e-03 +3.399090390603675717e-03 +3.249875311069270328e-03 +3.233648537971289469e-03 +2.139383074878724658e-03 +3.941012494626742156e-03 +4.772162301364278082e-03 +4.883928455785175281e-03 +4.732251842277871400e-03 +4.530382872978450277e-03 +4.325177241571344020e-03 +4.117073212866442962e-03 +3.902824024657557730e-03 +3.692491969033359633e-03 +3.544235461269686256e-03 +3.536841094792134849e-03 +1.732755690765026228e-03 +2.948848794924384571e-03 +3.807308343247374667e-03 +4.161903322877647145e-03 +4.300089596195587685e-03 +4.334549142937086687e-03 +4.291785473222215971e-03 +4.182972906281904636e-03 +4.022247843645443063e-03 +3.835574928926209406e-03 +3.695210451481046113e-03 +3.695871707328583170e-03 +1.798181334484803178e-03 +3.123060146093432909e-03 +3.758431795122272722e-03 +4.048212381927012403e-03 +4.207384734546544894e-03 +4.278719427855126600e-03 +4.266241064634469261e-03 +4.177691980358224158e-03 +4.028862293611473050e-03 +3.848228594067615391e-03 +3.710421260084875716e-03 +3.712346737377761764e-03 +1.900040098147043202e-03 +3.575307753659886893e-03 +4.370825396354614117e-03 +4.543334745595471215e-03 +4.502790836206392762e-03 +4.404902802345382444e-03 +4.276784160443147104e-03 +4.118456125997428142e-03 +3.932528161192365250e-03 +3.735746646715895538e-03 +3.592483531268952056e-03 +3.587573171127831674e-03 +2.543634828344258549e-03 +4.325781425952704429e-03 +5.321609803307236417e-03 +5.301485622762900154e-03 +4.934010175488633132e-03 +4.553284362108018374e-03 +4.229292965264455119e-03 +3.953115932294012924e-03 +3.706412926710624979e-03 +3.485931037127021348e-03 +3.337306385313944766e-03 +3.321434633926696137e-03 +2.914974837263498413e-03 +5.223684972421403089e-03 +6.058721624461154212e-03 +5.743439571376731008e-03 +5.070589162640764917e-03 +4.445968387147475331e-03 +3.958465991214181467e-03 +3.589903759576905037e-03 +3.303755772640957957e-03 +3.078308644741878462e-03 +2.939089789834560366e-03 +2.915434531010815348e-03 +2.572600389127549601e-03 +4.757337768489243966e-03 +5.571182314553784105e-03 +5.224501337364489094e-03 +4.500811970220754826e-03 +3.829375927164122700e-03 +3.317005091358593040e-03 +2.950036802967722326e-03 +2.687871274346524328e-03 +2.500815533333710511e-03 +2.399458664844977395e-03 +2.378298469186563343e-03 +1.431699822872132015e-03 +2.849481023941844229e-03 +3.730838981695422212e-03 +3.601961063119940142e-03 +3.107978504478802872e-03 +2.626183442213466616e-03 +2.262602426725883204e-03 +2.018128230016724527e-03 +1.860954192290833163e-03 +1.765847306316663300e-03 +1.736176614911051630e-03 +1.731236933751634103e-03 +4.835452399537785734e-04 +1.081912877657922878e-03 +1.476051965727890594e-03 +1.420686635355044832e-03 +1.212330490788928340e-03 +1.037672762712021695e-03 +9.067304943753645534e-04 +8.728889461667281319e-04 +8.831570086120295749e-04 +9.211651786948873858e-04 +9.872499000922380953e-04 +1.010211366716040355e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.244936979811970797e-04 +2.182603338631749134e-04 +2.714109853797934185e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.597153483436766015e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.811958439351822795e-04 +1.892466271278465288e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.615315542822963375e-04 +6.673735614860136847e-04 +8.752830225693053928e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.108443773082467155e-03 +8.173688270735574935e-04 +2.613810024998340360e-04 +7.420349632561437712e-05 +8.795512711044619423e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.160668892894400306e-04 +3.289267961558263258e-04 +2.490857373499516763e-04 +1.766819922048762142e-04 +1.012225473146917106e-04 +2.967853716443366417e-05 +1.145448283884284340e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.029609137805129039e-04 +3.449921664271051900e-04 +3.326214648169513260e-04 +2.818162444228100084e-04 +2.210819130788897930e-04 +1.570634413212552939e-04 +9.705794880063822446e-05 +4.210934828937901961e-05 +1.997596040904025323e-07 +7.372389245338441467e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.392717727666714295e-04 +3.773961920067666091e-04 +3.747446599127743166e-04 +3.260689519408532344e-04 +2.650852851283503199e-04 +1.993617261962344982e-04 +1.325517135799824146e-04 +7.218725619646754264e-05 +1.521582153065074072e-05 +1.051407331841133835e-07 +8.596272477855368015e-09 +0.000000000000000000e+00 +4.535834644027922336e-04 +3.197067277507191756e-04 +2.772142597512670644e-04 +2.087331104158240622e-04 +1.310270018926869935e-04 +5.845820481720311642e-05 +1.915476763361575767e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.721730689485996096e-04 +4.666695197197413781e-04 +2.118686263916023363e-04 +1.047596621522341843e-04 +2.728523544800864432e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.403943548169366781e-04 +6.537740205590813255e-04 +1.539569481518259745e-04 +8.437212604053690891e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.469201471773427343e-04 +4.172274171442614567e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.693455455196275619e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.040075314997026123e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.393101425849810510e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.608275170704683546e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.041145002115222542e-04 +1.003096518976764970e-04 +4.212023148287535857e-04 +6.519684615162286111e-04 +8.546699225673781361e-04 +8.157001354404919786e-04 +7.272006065887551404e-04 +6.423480145315769475e-04 +5.977604571742969235e-04 +5.671195212215168367e-04 +5.958005560954440609e-04 +6.699487747662699827e-04 +7.637691447591639371e-04 +7.910752691603857361e-04 +8.709528311008949515e-04 +2.002332431496564071e-03 +2.775424287081390204e-03 +2.740614951221562613e-03 +2.399752596198238570e-03 +2.050444889070821529e-03 +1.786219935427950508e-03 +1.611758243295365652e-03 +1.507252655179979871e-03 +1.453882595395100718e-03 +1.454013699011794288e-03 +1.455114353691754894e-03 +1.722939865042006280e-03 +3.432018214049686617e-03 +4.435845196566961385e-03 +4.294351599545208689e-03 +3.746920024587087512e-03 +3.203742477755175573e-03 +2.781317368232128114e-03 +2.479220400967640896e-03 +2.267464412430776882e-03 +2.121844885848293491e-03 +2.050372192189459618e-03 +2.032240428264451507e-03 +2.235548614400926799e-03 +4.280001962726229757e-03 +5.220414923530455713e-03 +5.025462078237768332e-03 +4.439012716896733809e-03 +3.866964509090857656e-03 +3.415032760129301220e-03 +3.076843700384626710e-03 +2.821615949955705652e-03 +2.628213022687414351e-03 +2.514577891804333117e-03 +2.488357591082806033e-03 +2.197491821535235007e-03 +4.234017217683774294e-03 +5.176624891793288850e-03 +5.070717040451811798e-03 +4.596368752116285032e-03 +4.118549714010555536e-03 +3.728112450253954786e-03 +3.419252281381841667e-03 +3.167929607181731860e-03 +2.961662930257310741e-03 +2.830210179053136137e-03 +2.803923099295212509e-03 +2.274226974548754915e-03 +3.902820886388876781e-03 +4.884174809825871100e-03 +4.885554487588647694e-03 +4.529814821749359594e-03 +4.152811522488646274e-03 +3.833203015172049685e-03 +3.565964121013741588e-03 +3.333253497082988050e-03 +3.130040636959831400e-03 +2.994655295659125801e-03 +2.970875948802391680e-03 +2.161705731716495864e-03 +4.055101924272808654e-03 +4.915334143879511973e-03 +4.855941490660859935e-03 +4.495169828322283408e-03 +4.132217068928009662e-03 +3.827663673888953566e-03 +3.571477158726263021e-03 +3.345366002471272977e-03 +3.145265380934522161e-03 +3.010892965845128957e-03 +2.987690706732058169e-03 +2.128408504743868699e-03 +4.165176687384635791e-03 +5.078441144541341080e-03 +4.964079824303398690e-03 +4.520004917228463530e-03 +4.085304588084623205e-03 +3.732252916918807513e-03 +3.449023952621328888e-03 +3.212014878497383361e-03 +3.011510642437802837e-03 +2.880933342108926275e-03 +2.855292906192401659e-03 +2.343963280462305412e-03 +4.124789533051774829e-03 +5.115899588837006205e-03 +4.972999466976216025e-03 +4.434215128657229867e-03 +3.904425778180707803e-03 +3.483996965375281505e-03 +3.164631498063283106e-03 +2.916903214282724147e-03 +2.722701726655640721e-03 +2.604307369510669608e-03 +2.576044499806616223e-03 +1.842933248410984432e-03 +3.825687778763955590e-03 +4.768368666678283151e-03 +4.566398460879455418e-03 +3.981381033106083829e-03 +3.417042205479169613e-03 +2.979131044819382027e-03 +2.662065333103317416e-03 +2.433760040919868278e-03 +2.270229284783334411e-03 +2.182212013071693248e-03 +2.156228635485565696e-03 +1.388372248031981586e-03 +2.903264750478453705e-03 +3.616205431142485802e-03 +3.444682450439367355e-03 +2.957935780438591001e-03 +2.494207381381960322e-03 +2.143457332131935757e-03 +1.905386128247228174e-03 +1.750633331090847150e-03 +1.656546573614358763e-03 +1.624920436774727247e-03 +1.610545395329499290e-03 +5.105677480098355691e-04 +1.267740489581167980e-03 +1.745043168009500784e-03 +1.683908068810574445e-03 +1.417579231616448434e-03 +1.177933704951532627e-03 +1.000882905727467232e-03 +9.211183127825318213e-04 +8.973347871267660673e-04 +9.109572441823971748e-04 +9.585136996217311295e-04 +9.660860507555561229e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.809405098595048729e-05 +8.341889827180316548e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.285766992627687217e-05 +1.683854114537155621e-04 +2.371994595493081160e-04 +2.715051499752691930e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.025651720812327835e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.753238289910012137e-04 +4.055067103770992974e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.122954688184859101e-04 +7.540370138110922887e-04 +1.841774418443252557e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.085792965387115871e-03 +8.851815963470424610e-04 +2.943665099064101797e-04 +1.032389601351906081e-04 +8.722399535262836149e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.164420400737529589e-04 +3.402596455778716879e-04 +2.605148720678884355e-04 +1.904179579292051324e-04 +1.142265090632882683e-04 +4.026990546716601853e-05 +1.059912448542396601e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.157536496616207121e-04 +3.577217781733396489e-04 +3.463460567705872349e-04 +2.950874390484997342e-04 +2.328479045719167762e-04 +1.664347271088052391e-04 +1.032112423007905275e-04 +4.542712678547665937e-05 +1.942723347087042098e-07 +6.763520134914827558e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.492590646628858613e-04 +3.893889703638201728e-04 +3.864791104386017966e-04 +3.386264800591403008e-04 +2.777737073255808495e-04 +2.113529847644930596e-04 +1.424137849052632145e-04 +8.013845570023710489e-05 +2.076446449410899466e-05 +1.061969846110187336e-07 +9.800325927090747132e-09 +0.000000000000000000e+00 +4.627692158871018428e-04 +3.717405466265463428e-04 +2.882483212314826664e-04 +2.208896874213799023e-04 +1.445848953015457740e-04 +7.197276791657923741e-05 +1.976117465196410958e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.333008614458427991e-04 +7.134807194677385929e-04 +2.633410949998074438e-04 +1.242605074622465196e-04 +2.870991449655146338e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.698523077469008311e-04 +6.840959473607353394e-04 +1.745260087759073443e-04 +2.491791656446519942e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.398715349955932183e-04 +4.063953683454572048e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.150958005677432472e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.785005498337761942e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.997259074229623893e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.181795667637338142e-05 +4.130391677543889667e-05 +0.000000000000000000e+00 +3.016180324240950636e-04 +6.014377369893066268e-04 +6.496730218848147326e-04 +5.847095333726260022e-04 +5.288161716063791585e-04 +5.024943850912468989e-04 +5.041089783980974223e-04 +5.158856760344455441e-04 +5.583992251954461713e-04 +6.424947781288164452e-04 +6.558842200179881192e-04 +5.123179033798229681e-04 +1.286625388725186163e-03 +1.900335268071369531e-03 +1.938720985742864184e-03 +1.762422097412621623e-03 +1.550726413284271273e-03 +1.397728958272481323e-03 +1.295468307506304198e-03 +1.234258527905568881e-03 +1.206065432037097809e-03 +1.217315181694723566e-03 +1.210895888947597200e-03 +8.647706012693116319e-04 +2.046896857137971149e-03 +2.816861115779722112e-03 +2.878163076581550118e-03 +2.650947090995559030e-03 +2.365193843025527667e-03 +2.126681983891122712e-03 +1.945424874387324549e-03 +1.812167518421109588e-03 +1.719470658432647667e-03 +1.678750713321224474e-03 +1.658684485786737772e-03 +9.309065968835070377e-04 +2.279975549055115666e-03 +3.222668664149661629e-03 +3.350193199477857417e-03 +3.127061744426781493e-03 +2.829592660732948954e-03 +2.569513233533815381e-03 +2.361174862426111166e-03 +2.196998833574240369e-03 +2.070010266657086768e-03 +1.999160170952919615e-03 +1.972887795872809488e-03 +1.011237810167331993e-03 +2.317680207003473738e-03 +3.357101322420350323e-03 +3.517745711612391482e-03 +3.307587073543463707e-03 +3.023258217794279161e-03 +2.770266811415703686e-03 +2.562140935640967992e-03 +2.390849696999859317e-03 +2.251727744371016891e-03 +2.168351776500821761e-03 +2.140407332500217884e-03 +1.126588903847916849e-03 +2.523586194039843193e-03 +3.448480776062223894e-03 +3.543424772780130998e-03 +3.308181264715094345e-03 +3.026035447063619467e-03 +2.778155266324883622e-03 +2.574432998964847671e-03 +2.405845247990633443e-03 +2.267725619766194477e-03 +2.184302191418589691e-03 +2.156445123841612636e-03 +1.111101873884981711e-03 +2.462556318796702871e-03 +3.304003276828268443e-03 +3.376333223244570858e-03 +3.140103727596279658e-03 +2.851667493896023909e-03 +2.604410569098772159e-03 +2.406044876740166989e-03 +2.246956985892186939e-03 +2.120722777791381880e-03 +2.048257255060404163e-03 +2.021460218169514669e-03 +1.087667641762940377e-03 +2.071856134129771484e-03 +2.813901622220830144e-03 +2.911400919837667158e-03 +2.711989921585688558e-03 +2.446617630558042301e-03 +2.219936235164128233e-03 +2.043594317238378501e-03 +1.909385994117597475e-03 +1.811256608487585209e-03 +1.763583783537730348e-03 +1.740403258721731931e-03 +6.820456584336350271e-04 +1.470085120521060894e-03 +2.062449090011454073e-03 +2.128819235470522098e-03 +1.954347213869845386e-03 +1.752235121119676128e-03 +1.587337699942971934e-03 +1.469025091133913238e-03 +1.389707232570533153e-03 +1.343885722382543932e-03 +1.338754262314210009e-03 +1.324397110919171144e-03 +4.396496564667642134e-04 +7.887452962876016424e-04 +1.033915549370051021e-03 +1.058672354406999493e-03 +9.483484310169778674e-04 +8.410385369947515153e-04 +7.520590571907956280e-04 +7.202272556035946467e-04 +7.049083805591389645e-04 +7.378566038753113596e-04 +7.934824366878048168e-04 +7.951064342250471545e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.247053426124257999e-05 +1.203008109051077073e-04 +1.688705414173041113e-04 +1.895215520418269683e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.078657673840607041e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.959267334724668031e-04 +2.688399336008866951e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.787750157747052955e-04 +4.898445412925840192e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.182326188503136677e-04 +7.380189358260815652e-04 +2.188134882369236216e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.003879253133368272e-03 +8.553859688383155194e-04 +3.056649005525816499e-04 +1.317122070982742143e-04 +1.129930879134247356e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.045589530536124407e-04 +3.381239350091274840e-04 +2.671025878524931020e-04 +2.031807500751201684e-04 +1.295286168219181517e-04 +5.589261641674231535e-05 +1.145614846744900840e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.221862358528000311e-04 +3.653901407709402027e-04 +3.565518367008951818e-04 +3.067875092284504655e-04 +2.450761433369330307e-04 +1.781474005746022703e-04 +1.124090477390872879e-04 +5.262246730895844842e-05 +1.951390439469989634e-07 +6.861850453199754615e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.545874604469930368e-04 +3.960207726212992070e-04 +3.958491316233728836e-04 +3.500767604806071984e-04 +2.906506243314708983e-04 +2.248318094671946786e-04 +1.545382343723528682e-04 +9.131080679574428546e-05 +3.003767093653641158e-05 +1.125602362738479017e-07 +1.666485481890467759e-08 +0.000000000000000000e+00 +4.476687870603561492e-04 +3.678684002479866997e-04 +2.934891169543304653e-04 +2.326166825551237731e-04 +1.595444218348962399e-04 +8.843956815543334293e-05 +2.150923355464842457e-07 +1.578833918129229575e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.550761862673711801e-04 +6.855485332190999672e-04 +2.699645849063765667e-04 +1.437857032708595502e-04 +3.203009065115887695e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.714831318759730319e-04 +6.596680892200321600e-04 +1.964719883670425432e-04 +7.836030192071581548e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.174813195494639036e-04 +4.743198910356394337e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.681427644548798998e-04 +2.829578682704542007e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.722084660462267412e-04 +2.174090410120935472e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.142280212655007177e-04 +7.522580055938916487e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.205776915631724212e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.145230537135228746e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.897275595656408975e-05 +1.001381212505518309e-04 +1.803029107863090251e-04 +2.543751606209565205e-04 +3.140276825840573448e-04 +3.790364862587115944e-04 +3.874004533237113438e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.572078675381733627e-04 +5.113019556325870902e-04 +6.253891417770989164e-04 +6.406528878202749980e-04 +6.777535293804050863e-04 +7.079279627954101432e-04 +7.150603309200379010e-04 +7.545928231214995641e-04 +8.053642145678416124e-04 +8.016967693481994763e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.795034607958832509e-04 +9.585544558849124191e-04 +1.092230064279388693e-03 +1.106137863995137246e-03 +1.107171451575080390e-03 +1.089411580304171234e-03 +1.089074881838208780e-03 +1.091608443473587268e-03 +1.110621069858902521e-03 +1.098481340039039571e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.350513588202255966e-04 +1.232526234607426215e-03 +1.337514292955218394e-03 +1.340367678715655153e-03 +1.325073221031403863e-03 +1.303064570195473565e-03 +1.286733427938622880e-03 +1.270530838083895435e-03 +1.272993172299206627e-03 +1.257076457796462831e-03 +6.775547898852977925e-06 +0.000000000000000000e+00 +1.015933131807318212e-03 +1.275398919813239967e-03 +1.339277113281248576e-03 +1.347850286119200210e-03 +1.336853338629018749e-03 +1.316975656436301543e-03 +1.301327245265387770e-03 +1.285130216129555221e-03 +1.287174925936330518e-03 +1.271135782940842644e-03 +5.048870524799912789e-06 +0.000000000000000000e+00 +7.696081869314455506e-04 +1.021028019483144911e-03 +1.128195207581452700e-03 +1.142181492660831327e-03 +1.146069754865768195e-03 +1.133679966133228391e-03 +1.134984099445845128e-03 +1.136653280549390415e-03 +1.153607374411755359e-03 +1.139846264819399180e-03 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.589576199609423725e-04 +4.893263722058214995e-04 +6.423736417073770254e-04 +6.996427661679616421e-04 +7.508716552792113865e-04 +7.860278238621450780e-04 +7.965909406106497139e-04 +8.325434584998355793e-04 +8.779435447899955119e-04 +8.716138590987351081e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.468299199040536344e-05 +1.120633387723274794e-04 +2.081465869295455560e-04 +2.905248252827790311e-04 +3.450184203537766847e-04 +4.190556519316549194e-04 +4.787071967312166946e-04 +4.822206075655539664e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.888353096914121447e-05 +5.020537555249209721e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.001012546496611132e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.920545664083986596e-04 +1.942926828558056893e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.108585431833112569e-04 +3.247001752464982261e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.996920859954398216e-04 +4.907211093104752288e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.029223050692983039e-04 +6.878512468574472013e-04 +2.405064407357207913e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.061303659227815501e-04 +8.021215957394808990e-04 +3.095289360221004809e-04 +1.580341777597275767e-04 +1.651738121872634736e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.872189282849017918e-04 +3.307146441500031587e-04 +2.706018254096063664e-04 +2.148325691352560461e-04 +1.459005472066202081e-04 +7.472423734500455584e-05 +1.387621499214594757e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.242708722522399206e-04 +3.696330331283087609e-04 +3.641320597948081864e-04 +3.172311500596932538e-04 +2.576038219812049643e-04 +1.917174676697928871e-04 +1.241315787393204725e-04 +6.314446490692948602e-05 +2.019567933862103137e-07 +7.632224847961271262e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.566229938311746977e-04 +3.987355256024445395e-04 +4.038003839379741356e-04 +3.609164619744792586e-04 +3.038996436899738256e-04 +2.395672779057187742e-04 +1.686368694404923149e-04 +1.052137089951525693e-04 +4.252401966725847810e-05 +1.235693697025311131e-07 +2.857858115719653287e-08 +0.000000000000000000e+00 +4.070636512943208722e-04 +3.150294268494682965e-04 +2.947757515887016984e-04 +2.443455323192684505e-04 +1.794263250625005709e-04 +1.068874573654670545e-04 +2.420767999500569193e-07 +4.681689672939348597e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.199976977501204384e-04 +4.021211365141293950e-04 +2.370543228587780398e-04 +1.647524953409449625e-04 +8.778616461425167597e-05 +9.857720915477667641e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.489518235126242370e-04 +5.786036341265659438e-04 +2.347556755942995096e-04 +1.768657473782390147e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.544448370608747444e-04 +5.235109552107193674e-04 +3.036420905538350103e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.867456657374387345e-04 +4.608434275419910739e-04 +2.799836475795344087e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.346818054434449888e-04 +4.316814941409062014e-04 +2.098712098976250346e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.408784302615646106e-04 +2.978691903518153957e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.386761711608519966e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.875757312360084682e-05 +4.485855408829591238e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.306030516685620495e-06 +7.653139228512079910e-05 +1.868947256324338091e-04 +2.790841578768254094e-04 +2.870433745886869555e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.331873351761453535e-04 +2.399596920365447796e-04 +3.361660781486371856e-04 +3.908848324190840546e-04 +3.905962749607489381e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.432420728606995650e-04 +2.510172538339778972e-04 +3.470698032450590426e-04 +4.019795101064707978e-04 +3.999410610316969606e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.017510058706961325e-05 +1.091232606754025472e-04 +2.194563040672800700e-04 +3.100714391317644053e-04 +2.835161560891362323e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.040402824542635437e-05 +9.435928987356809704e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.456230882076504480e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.108751831938495331e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.123575887381888290e-04 +2.318489004000343914e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.870248005975428947e-04 +2.861864867913032446e-04 +1.100741536730882013e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.871649210043682828e-04 +3.432282855463152180e-04 +2.216880910715548613e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.284388409647057117e-04 +4.709082489197645460e-04 +3.129081117735879234e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.003193445537806719e-04 +6.321645186105485491e-04 +2.916899701824131178e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.107853747763240802e-04 +7.429901792572895809e-04 +3.118315564312738766e-04 +1.811193946190854133e-04 +2.424088693223699780e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.696062550363185322e-04 +3.219593275630494101e-04 +2.729832268755887623e-04 +2.257525367289286793e-04 +1.625296775555097606e-04 +9.510835064663265880e-05 +1.757192518781205096e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.241935063244325313e-04 +3.720579762285402994e-04 +3.702431783545340215e-04 +3.269491786094521420e-04 +2.703896957956653901e-04 +2.066652426934710877e-04 +1.377787056090252235e-04 +7.635283757755828495e-05 +2.138167730785040577e-07 +8.988209302867250562e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.568846658307272081e-04 +4.031209407268073548e-04 +4.114878943195146967e-04 +3.716705005677889851e-04 +3.174770557833117633e-04 +2.554817125534929374e-04 +1.886144746985292983e-04 +1.213841500904939361e-04 +5.761165343015469195e-05 +1.382309484736592215e-07 +4.460777127399013914e-08 +0.000000000000000000e+00 +3.486271673572474260e-04 +3.057399023645987002e-04 +2.998646790076798358e-04 +2.564680159270356081e-04 +1.975240675052830489e-04 +1.287793114015385425e-04 +5.989531204929002131e-05 +8.617972712013646674e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.585927446192529468e-04 +2.944869960475146489e-04 +2.404321843104792369e-04 +1.886306568174928250e-04 +1.172782618056880476e-04 +9.360667679814805700e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.343098980588300564e-04 +5.295107546280226852e-04 +2.533496166105856057e-04 +1.354810058479434531e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.732403299872030875e-04 +4.759429295557022458e-04 +3.576303088419578702e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.506626184000115388e-04 +3.443895229050383464e-04 +3.269069616016753656e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.153816596461695968e-05 +2.849460423137378058e-04 +2.604028585249283049e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.040641862524758390e-04 +4.233650276738262666e-04 +2.175342511908445135e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.118520409653260700e-04 +3.472639883903227650e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.846222758681901439e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.233044918946083942e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.586034599603277370e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.704745773666582058e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.852755776765944030e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.925401431677415839e-04 +3.887595556706216265e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.749411399951527862e-04 +4.545315271572626008e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.806058887513658465e-04 +3.344573493010313228e-04 +1.975175188080412051e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.020703208874421552e-04 +3.581222556334695767e-04 +2.532742847747317377e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.102371319719446028e-04 +3.938791058982458754e-04 +3.420000636347864239e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.019192250363503878e-04 +4.741298432636077589e-04 +4.246076715568207005e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.366357273883490308e-04 +6.171152912379859875e-04 +4.525033768279872583e-04 +1.495837620808889017e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.751935928289388641e-04 +6.413461586457666576e-04 +3.309078297656041219e-04 +2.054488132814534691e-04 +1.237295486071798877e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.501498001458597915e-04 +3.109740630166921735e-04 +2.766289788766062999e-04 +2.367243576656070979e-04 +1.822754923107721174e-04 +1.158640704003636670e-04 +2.212510232827421962e-07 +2.248487170538838981e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.235606793872175621e-04 +3.739450560948540613e-04 +3.760798183967886264e-04 +3.365538026538263941e-04 +2.835901527586928619e-04 +2.225869065773086795e-04 +1.529574587562277006e-04 +9.433195870677317746e-05 +3.423933397263101256e-05 +1.080273102843674939e-07 +1.123074675040034644e-08 +0.000000000000000000e+00 +4.608613859298611119e-04 +4.083287624768511454e-04 +4.196591415848070447e-04 +3.828218006476790552e-04 +3.315584043851980967e-04 +2.721104894278717065e-04 +2.073002141474332633e-04 +1.391181156573760970e-04 +7.476760484097352746e-05 +1.553289338542522050e-07 +6.359472073188437485e-08 +0.000000000000000000e+00 +3.448839268195382011e-04 +3.076650711204262150e-04 +3.072167845200578251e-04 +2.694247068132268582e-04 +2.158443762456726406e-04 +1.495364739814132539e-04 +8.421416185505647446e-05 +1.300177873273406618e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.191544819897088200e-04 +2.899673560916868689e-04 +2.502730764759297224e-04 +2.085230127967048399e-04 +1.422939782234713165e-04 +1.837442755472114204e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.282617296104573671e-04 +5.265016188243815684e-04 +2.642515410927955303e-04 +1.611185641483750129e-04 +6.203657667784847771e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.958998725827498830e-04 +4.795259585767891941e-04 +3.595110200027422679e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.667572515934696528e-04 +3.482926541432987649e-04 +3.633675156778459845e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.327636895563682118e-04 +3.172250487318126113e-04 +3.342010791954619364e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.599294077860978013e-04 +4.804382271198893257e-04 +3.286499195597332402e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.054109689033146675e-04 +5.089694930257696905e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.613371848975586217e-04 +4.220766615831970416e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.224617369846777813e-04 +5.693415804592193909e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.463569658304870144e-04 +1.138074096582478308e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.965899280864274510e-04 +1.350758180884587816e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.339910068386322617e-04 +5.924208059194782083e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.382272183346990967e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.310650436498501753e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.404434672502522143e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.073669105768535463e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.121793969274385563e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.678331547679588705e-06 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.979920497080573581e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.030835531123223573e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.551837742466476976e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.779599841474059801e-05 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.383193011784870636e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.918552377767156158e-04 +6.337246705548486005e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.796780842772714605e-04 +7.787351034738695328e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.701611842320555912e-04 +5.954668832297539747e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.133338296733095958e-04 +6.059518375653497307e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.634403438892891999e-04 +6.161610966673700162e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +2.448671859713740548e-04 +4.591447111769257606e-04 +3.507774009746767807e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.961491420087561085e-04 +4.233822647070569259e-04 +3.911556705059001694e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.948164956501386347e-04 +4.362537394849252243e-04 +4.370812979949542047e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.215524539104711813e-04 +4.988404128085987882e-04 +4.844222123850931054e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.862709908133996603e-04 +5.711140134810581285e-04 +4.795562375954496226e-04 +2.168715045387986163e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.425842063733434886e-04 +3.286540288210466790e-04 +2.948828396338086066e-04 +2.297295348096420158e-04 +1.565226863731131613e-04 +9.948770308867350211e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.054438576163957830e-04 +2.773051585114598059e-04 +2.803466118430856385e-04 +2.484112571056279971e-04 +2.001128827577344348e-04 +1.386708913332432150e-04 +7.340841809769931036e-05 +7.839802754711694104e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.217020461630455901e-04 +3.748567717198464638e-04 +3.825219424360534379e-04 +3.465957139449459120e-04 +2.971697587674190810e-04 +2.393929322093794876e-04 +1.760883869589888304e-04 +1.118549508110758587e-04 +5.353953878547859055e-05 +1.292203104052043637e-07 +3.398965433597721086e-08 +0.000000000000000000e+00 +4.679237664047004169e-04 +4.156754221516797227e-04 +4.301065548382205931e-04 +3.959136092756848787e-04 +3.473639062178135732e-04 +2.905343871286578594e-04 +2.277071323958580913e-04 +1.589691814380977432e-04 +9.729302661554926077e-05 +3.490015575741766638e-05 +8.427781216921001326e-08 +1.144595688858294370e-08 +3.508477417639815064e-04 +3.144105741786982870e-04 +3.180513033002557548e-04 +2.843315236550087582e-04 +2.352912974737626577e-04 +1.754146278085450981e-04 +1.074166246366660567e-04 +1.742740717345864470e-07 +4.172184789772382143e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.247510659785773869e-04 +2.964696657635674279e-04 +2.643146187595685702e-04 +2.294621913154699423e-04 +1.737301858189505910e-04 +1.005537794715037246e-04 +5.937580454064655745e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.319470278076112021e-04 +5.161391931905112088e-04 +2.589169028931885314e-04 +1.901771609901310896e-04 +1.245762298167898063e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.091984145049551934e-04 +5.349601054632048070e-04 +2.787770014672282665e-04 +1.589846604152506788e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.863970030291467243e-04 +4.886299986952593851e-04 +3.860588099863027436e-04 +1.561244766373338427e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.514775828068561567e-04 +4.848329020357098349e-04 +4.030127268102185194e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.364041237569437032e-04 +5.799438722714333333e-04 +3.912703174893198679e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.193139663384467412e-04 +6.314507055161682533e-04 +1.916198047747643559e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.935009556156518830e-04 +6.650215414376683693e-04 +1.965921434944125559e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.625885229705504162e-04 +6.870373438769886675e-04 +3.096956888815708239e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.108777499100854763e-04 +7.020526447458090352e-04 +4.312498832438956192e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.950713778527608123e-04 +5.066655165885702080e-04 +3.430187409503287135e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.369302237171751089e-04 +4.497618034370395195e-04 +1.882294001802892747e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.917593504058450258e-04 +3.497572919557655723e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.983040455561751575e-04 +2.075463072918331685e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.311557517601603955e-04 +1.827561920882914636e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.200814885150482488e-04 +1.850245502093804937e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.839877542570695490e-04 +1.826742872020327652e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.529282849546088847e-04 +2.096984987485266334e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.675191886489226905e-04 +2.860282291331513833e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.157705202105552467e-04 +3.384366515359114955e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.152420163206972742e-04 +2.727230323863035432e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.082652558731766648e-04 +2.608611356619887313e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.022496988581494064e-04 +3.803315995484825036e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.785604498962432791e-04 +4.620455859384427428e-04 +1.321035226464937572e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.955773117011381651e-04 +4.870197709947562048e-04 +2.170338164403889239e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.796231285592289851e-04 +6.743897212569135253e-04 +3.041064935482457000e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.340397005080455374e-04 +7.497295995592854426e-04 +2.464213710932767530e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.433847873526835397e-04 +6.907556047766776671e-04 +2.064847636879478774e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.318769650057542164e-04 +5.963331670326384778e-04 +4.286996258650289070e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.732555067921999111e-04 +5.342101002533247624e-04 +4.587812478105764320e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.680126284031203106e-04 +5.265968693221672551e-04 +4.727096731422564843e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.459523265729303755e-04 +5.642824434709656136e-04 +4.672434940772598436e-04 +1.927025479921134913e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.896075207923121378e-04 +5.265346928620828629e-04 +3.396175579337504268e-04 +2.126883078862171932e-04 +1.455060929038982351e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.033521886127133436e-04 +2.926471207386253611e-04 +2.823459864027224502e-04 +2.500972040250835178e-04 +1.837740748478407541e-04 +2.131322980248777031e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.089828532287665743e-04 +2.817032767281262636e-04 +2.892489369007250578e-04 +2.619070038318581958e-04 +2.183336844933513477e-04 +1.599762073178639000e-04 +9.899739265665945308e-05 +1.346690881654277064e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.266295869679124640e-04 +3.805245385447153647e-04 +3.912605297178353421e-04 +3.583287518839697872e-04 +3.120746017730688425e-04 +2.572958711686283337e-04 +1.966447989991059690e-04 +1.307080137801648850e-04 +7.227091903562856204e-05 +1.518343540063590157e-07 +5.878913451989816322e-08 +0.000000000000000000e+00 +4.930972697177539487e-04 +4.398832829770869834e-04 +4.579152114217373585e-04 +4.257889790536474768e-04 +3.787020247128451266e-04 +3.230996862482420746e-04 +2.610573511317181342e-04 +1.950459451979933876e-04 +1.272261823152709848e-04 +6.402011388224190737e-05 +1.502893196840771183e-07 +5.273540167602508255e-08 +3.729894783566164735e-04 +3.354586373867689741e-04 +3.441929897532238782e-04 +3.130407624815111957e-04 +2.668212951397442266e-04 +2.097417050420487467e-04 +1.425079000121713397e-04 +7.740021201537424856e-05 +1.322028694057435624e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.113065520013214059e-04 +2.872628185726537674e-04 +2.932877553896639459e-04 +2.634580812812063180e-04 +2.122205316839318508e-04 +1.399626735472396695e-04 +2.136500949037972118e-07 +1.787454797898214574e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.249491697890115132e-04 +3.045921115073918755e-04 +2.589474359362436864e-04 +2.279845984461588708e-04 +1.693337581550125655e-04 +1.834159788118086907e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.365564018376743453e-04 +5.271022085088831154e-04 +2.735325443982646368e-04 +2.058111130281788288e-04 +1.387058663329253274e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.685014878440034858e-04 +5.758385837786701104e-04 +2.972765218810421973e-04 +1.939730076363103744e-04 +9.569080766028269089e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.137264927130656449e-04 +6.059480503109823018e-04 +3.008246084750667649e-04 +1.794992808370480717e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.005074580599060389e-04 +7.138061908193658314e-04 +3.126548127882037577e-04 +3.097853975819303771e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.013669553470389702e-04 +7.999152209949631073e-04 +3.025235972976555261e-04 +2.632332798983274543e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.140984034441666534e-04 +8.817356833951122286e-04 +3.154071940115885033e-04 +2.567927176043817457e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.026651941290940328e-03 +9.634979497778985895e-04 +3.341538899108549782e-04 +2.780772201393759229e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.128707293199541746e-03 +1.030880313738853551e-03 +3.519184632696096323e-04 +3.045319132396159780e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.218543917085798027e-03 +1.035994208181531626e-03 +3.459578908332063365e-04 +3.053208392965551913e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.334519034951868162e-03 +1.047111713159777852e-03 +3.040231069872475654e-04 +2.589215960236846403e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.425439069654798989e-03 +9.572244619616271637e-04 +2.184283395630782338e-04 +1.749314278011859195e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.367512470016278483e-03 +5.859827799139409122e-04 +7.645300335242395098e-05 +9.381940862331448503e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.400127328122901388e-03 +5.283174889190842992e-04 +3.240668882427855547e-05 +5.344535110605421850e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.399341229564072522e-03 +5.170182894828717580e-04 +2.671004733036149971e-05 +5.861928149139190764e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.359201958911921207e-03 +4.696200242887607471e-04 +3.892148111260783767e-05 +9.062551599190760430e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.331062671152285050e-03 +4.773381191664021720e-04 +6.851653420259404509e-05 +1.279111240680450811e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.334906931414310766e-03 +5.450067836271247843e-04 +1.040919174525415400e-04 +1.501233920098857674e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.351550202516642969e-03 +5.703102862366958917e-04 +1.158138421780917203e-04 +1.434495731799131500e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.368950713350433916e-03 +5.672099319099771888e-04 +1.059967307189158019e-04 +1.224618177039944930e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.368743222053672064e-03 +6.176781329483095649e-04 +1.204497597657545806e-04 +1.268442380969287170e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.449111782061334635e-03 +9.926880231674332835e-04 +2.386274996423499723e-04 +1.709232439141008135e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.352403665527090538e-03 +1.064803393728041940e-03 +3.037691575174569347e-04 +2.253573870241097590e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.210355797605809289e-03 +1.026761149724668811e-03 +3.340835936518027306e-04 +2.566009087204248346e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.076416679019289975e-03 +9.988297919372437703e-04 +3.416289178028255637e-04 +2.591339707136746175e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.393395256876249134e-04 +9.243612599521154518e-04 +3.337180258928843998e-04 +2.488825743246657260e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.100594620855215569e-04 +8.294381907985111553e-04 +3.180305126434442584e-04 +2.467129553058511458e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.977920982784534395e-04 +7.271925120400631135e-04 +3.255144257067454634e-04 +2.765857773759282015e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.001169658463440231e-04 +6.142124748987259691e-04 +3.142936285280298553e-04 +1.909536960991948054e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.325493124423212555e-04 +5.734984180014797601e-04 +3.137953799916723646e-04 +2.066902515180876765e-04 +2.983124075168348863e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.100043678613043431e-04 +5.391575724531383470e-04 +3.165808214301268344e-04 +2.187898659614537981e-04 +1.865665291831195146e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.039582640028600522e-04 +3.059746404752925744e-04 +2.826452636875436851e-04 +2.550571590025671833e-04 +1.855879917225875387e-04 +1.220032002764476996e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.068979267657166721e-04 +2.936995163218380079e-04 +3.112621193538187415e-04 +2.865079080073715755e-04 +2.328210813715844913e-04 +1.512189730033463794e-04 +1.585798372036648624e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.316541538145067244e-04 +3.022231662929328300e-04 +3.133058930228962416e-04 +2.880957078007947395e-04 +2.475928813637746982e-04 +1.951257709111691428e-04 +1.329854148739477383e-04 +7.085145660388275852e-05 +8.714310926939157602e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.483813222484035548e-04 +4.014344890608636304e-04 +4.155691493534662451e-04 +3.847769984868493849e-04 +3.404151334661480719e-04 +2.874837273723994521e-04 +2.280719231101222693e-04 +1.647936194959626858e-04 +1.013377346844036956e-04 +4.359315280906454293e-05 +1.220800036399287888e-07 +2.132312422328456346e-08 +5.034927241733748275e-04 +4.518151584768946355e-04 +4.721041779556465210e-04 +4.434743440433702526e-04 +4.005447957524879568e-04 +3.495652210436838770e-04 +2.922800554020738928e-04 +2.305695401555767554e-04 +1.666659357255237351e-04 +1.028150172605215548e-04 +4.337844705345402652e-05 +1.432540461602388623e-07 +3.940238674499390464e-04 +3.551424281866554259e-04 +3.665783623978487085e-04 +3.383471296376417315e-04 +2.965916416734573906e-04 +2.452643546699692580e-04 +1.864352012506643129e-04 +1.212315257308142617e-04 +6.121944675661652156e-05 +1.298614136660711243e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.463807516516502374e-04 +3.170667363140435534e-04 +3.263373974265813935e-04 +2.981368273942243755e-04 +2.524168136925934378e-04 +1.931130884490862365e-04 +1.180253486977519159e-04 +2.303218706903275318e-07 +3.903180574063334274e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.102979782072768050e-04 +2.888071642182862418e-04 +2.976762935399499704e-04 +2.703678675175039407e-04 +2.208142758415352182e-04 +1.496027268760709251e-04 +2.288151669423746262e-07 +2.520201239165222256e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.213567586656126095e-04 +2.986442966861241094e-04 +2.823444528675557040e-04 +2.527655093058626306e-04 +1.984099268092885259e-04 +1.210350185739390811e-04 +7.770388619724774408e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.682545750504357513e-04 +3.129214238846652371e-04 +2.851984209726582788e-04 +2.505740328175796983e-04 +1.823001362114714228e-04 +2.290490961363106888e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.186723083856850592e-04 +4.310969660623727379e-04 +2.896171647388379026e-04 +2.420086501524570358e-04 +1.676166011817444034e-04 +1.512739090277264549e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.761281633966299916e-04 +7.654043689458666071e-04 +3.469438935387045633e-04 +2.332435906453127997e-04 +1.522140548160557099e-04 +7.739303138425691030e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.958830650277745392e-04 +8.975678920223852586e-04 +3.680913684872471952e-04 +2.293656153019198857e-04 +1.324685707754785368e-04 +1.504645478170298381e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.102189143496552478e-03 +9.806453634126509247e-04 +3.851715325714517445e-04 +2.227634439137323873e-04 +4.673775751633912640e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.211957172187106855e-03 +1.060151096416625830e-03 +4.024769335484647422e-04 +2.207308281622049739e-04 +4.700132573507198886e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.320757383080138235e-03 +1.133659644424711479e-03 +4.163885429503510322e-04 +2.158732762553633097e-04 +4.767626213101553219e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.436218412914810590e-03 +1.195069895568259951e-03 +4.208254110227156969e-04 +2.028951859246241950e-04 +4.799013257337888688e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.617637019276521029e-03 +1.260795094375404511e-03 +4.128238438168587137e-04 +1.785846740880291258e-04 +4.749185552249758348e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.728892825330368820e-03 +1.284611788713606968e-03 +3.917393246379478693e-04 +1.461984544173095522e-04 +4.635127790929515644e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.778911936246726838e-03 +1.226537010276500987e-03 +3.606854966055643625e-04 +1.151203604554741394e-04 +4.524430439502753256e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.818482331401130234e-03 +1.221156991816893305e-03 +3.446144955026616652e-04 +9.515190116307852377e-05 +4.483199120090234209e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.792253520255229250e-03 +1.121482751652796679e-03 +3.276878147921492867e-04 +8.887554297962550070e-05 +4.528574413961021744e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.574869277173838143e-03 +6.829312569382907502e-04 +2.533560617780479464e-04 +9.119034622930005793e-05 +4.624702136965523724e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.563097706733504889e-03 +6.833821780978650796e-04 +2.625792470596221987e-04 +1.018114058684798886e-04 +4.711241072843508347e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.769098953552224358e-03 +1.128706906855092259e-03 +3.519008367094241191e-04 +1.147226566668389374e-04 +4.736558687615905772e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.811111200123477049e-03 +1.239363233301646067e-03 +3.718821224294584725e-04 +1.209839238319957019e-04 +4.687147004441576299e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.811678500373391752e-03 +1.250743719265107017e-03 +3.769863856847754024e-04 +1.255636487762309841e-04 +4.601828122473561381e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.784279021012032118e-03 +1.250018107390673270e-03 +3.848016371225927929e-04 +1.362219875560951503e-04 +4.543748700876799758e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.728599936414689864e-03 +1.304964755307396525e-03 +4.066322252083435433e-04 +1.565726228758783215e-04 +4.542403470881562886e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.548951735740052450e-03 +1.254373847159280259e-03 +4.177822944290202328e-04 +1.812664389542442862e-04 +4.571435506433468709e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.410765809911316204e-03 +1.185501908910599391e-03 +4.195623467197498132e-04 +2.030332045358601513e-04 +4.587678112186298693e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.272830883330802352e-03 +1.104944696886120056e-03 +4.113310823301917322e-04 +2.181909654936317632e-04 +4.580452917262500391e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.137046981892906022e-03 +1.014660028324283585e-03 +3.961814207999295222e-04 +2.273279339270562827e-04 +4.583716962752872487e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.011868922602492202e-03 +9.196304249204175938e-04 +3.776913514485256496e-04 +2.366614382955306095e-04 +1.382476328178442479e-04 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.776467160035406837e-04 +7.752861983295371772e-04 +3.535636152443223288e-04 +2.406044915977886291e-04 +1.595238903990982672e-04 +4.416541121682857015e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.072312498928132164e-04 +4.300228084504510175e-04 +2.931410169127608148e-04 +2.485160653062547112e-04 +1.751946015303505581e-04 +1.163157950994517182e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.529242715890296513e-04 +3.084951609365752575e-04 +2.873447306281100744e-04 +2.567367733721950904e-04 +1.900054404177932530e-04 +1.957059791124896503e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.174697327826121154e-04 +3.046250377624314652e-04 +2.951595446082665489e-04 +2.688696235933045746e-04 +2.098776831566674900e-04 +1.325022280051226214e-04 +3.940833811147989194e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.138776503082834094e-04 +3.004650574398642026e-04 +3.193653034346718143e-04 +2.965517111649790521e-04 +2.450710271902428131e-04 +1.674350612663593754e-04 +1.879247681031069541e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.548262724620236262e-04 +3.307779243309188610e-04 +3.470842070290810523e-04 +3.224142088588505500e-04 +2.753272446924498571e-04 +2.106308286648294443e-04 +1.288602504558720616e-04 +1.854592357369149835e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.556353816971848515e-04 +3.233297877271441682e-04 +3.357619928463347276e-04 +3.122862764989034153e-04 +2.756589225896763904e-04 +2.288553844557108955e-04 +1.739453305099747512e-04 +1.111606220089273828e-04 +2.704025353726461333e-07 +8.570830045231784898e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.593645663605025247e-04 +4.134128805538221782e-04 +4.299077078541773886e-04 +4.024618720405908419e-04 +3.622646288191441613e-04 +3.140903680478546135e-04 +2.595973932833548045e-04 +2.005358979115184166e-04 +1.344304862250399386e-04 +7.820813482784175620e-05 +2.454862087586478307e-07 +1.110394932983492578e-07 +4.540516928159266108e-04 +4.070453998394093337e-04 +4.295785262930412241e-04 +4.076308944610565173e-04 +3.755944054991821744e-04 +3.374645977645471641e-04 +2.942932924252851003e-04 +2.472826554127812121e-04 +1.977407723071080911e-04 +1.469351086395337587e-04 +9.606962466756687748e-05 +6.009854304515100819e-05 +3.711555636855969715e-04 +3.351760598652785508e-04 +3.477900088593589411e-04 +3.255784882265310137e-04 +2.939759377963564431e-04 +2.556013422144566365e-04 +2.116899206081578608e-04 +1.637873267272457994e-04 +1.137851885238031857e-04 +6.290499577278659406e-05 +1.915981616657438301e-07 +4.404809945579474218e-08 +3.472722475530460196e-04 +3.150686576753468533e-04 +3.249102102036406582e-04 +3.013995133684203029e-04 +2.667466180410487287e-04 +2.235289970262121790e-04 +1.733981181461511560e-04 +1.176690906275577869e-04 +6.343397131319402043e-05 +1.359344478253050550e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.304411460810738896e-04 +3.007750381758226709e-04 +3.098287977833836821e-04 +2.855032631670079818e-04 +2.482455792515661118e-04 +2.006975766576255741e-04 +1.435420246409652417e-04 +8.400944306525257900e-05 +1.472612518719709156e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.225219353055796601e-04 +2.938362961731937821e-04 +3.018917267923878155e-04 +2.763380385162561527e-04 +2.363007543068105869e-04 +1.847105196925058381e-04 +1.228243204720211009e-04 +2.017641997875894852e-07 +5.233531763421550592e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.336063373172154642e-04 +3.020109783917435619e-04 +3.094886566106682508e-04 +2.810537539608641403e-04 +2.359974323929462064e-04 +1.758140962403039148e-04 +1.121184908152033938e-04 +1.602534926509104725e-07 +1.151000997969094749e-09 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.715151658260835467e-04 +3.096045097047163126e-04 +3.096217563304511718e-04 +2.776267916929203695e-04 +2.280778789028919853e-04 +1.642339523623378744e-04 +9.700490578411395475e-05 +1.165308642823956720e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.039223391351708732e-04 +3.537641796333407642e-04 +3.150993218833968894e-04 +2.759419038426755419e-04 +2.209405774868785299e-04 +1.528503577618780130e-04 +7.981772057226087463e-05 +7.355119399262754131e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.253312171750157477e-04 +3.729244786613163218e-04 +3.214045347053424095e-04 +2.760570179963653739e-04 +2.147563822935384345e-04 +1.401881330123113637e-04 +2.920159152083048257e-07 +3.397482217108918830e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.485854116957767963e-04 +3.896090217166512802e-04 +3.290241375248280321e-04 +2.771063057718332000e-04 +2.062906968938178862e-04 +1.306286610366804010e-04 +2.732034849181905143e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.734284141633773348e-04 +4.066582833179643126e-04 +3.369357526464851330e-04 +2.783218519318938935e-04 +2.016060243295363314e-04 +1.215014105071440933e-04 +2.594711142404376585e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.999903454379978291e-04 +4.230389029982147063e-04 +3.438844292285523621e-04 +2.784518624242972675e-04 +1.962343750777034528e-04 +1.123283952191315635e-04 +2.503171434398905138e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.773437538579210930e-04 +4.426864337709430705e-04 +3.488725239603885481e-04 +2.764291374230443176e-04 +1.894361452695904314e-04 +1.027384055143369581e-04 +2.447388306348660674e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +9.833040564260471603e-04 +5.519266023773916749e-04 +3.540278889453488402e-04 +2.719049506844009980e-04 +1.811137807560634510e-04 +9.277969668094339080e-05 +2.417384033466002935e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.118247410256346637e-03 +5.815885144952149480e-04 +3.545869215691616365e-04 +2.656073044808294993e-04 +1.721256680428373531e-04 +8.318194493373689072e-05 +2.406418356133789638e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.160971889873558312e-03 +5.886935763269529002e-04 +3.532526138418545965e-04 +2.592842900366551539e-04 +1.640539250101591775e-04 +7.515561999927367661e-05 +2.410787806102150359e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.184747874605061868e-03 +5.948104841492041044e-04 +3.520793600535805797e-04 +2.547070594707832912e-04 +1.584151441531604036e-04 +6.977194329336513774e-05 +2.426983528875773706e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.194024162906553175e-03 +5.901219881778243821e-04 +3.511764520281799966e-04 +2.527646972419652217e-04 +1.558829123480506059e-04 +6.735788069464688816e-05 +2.448861491100695735e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.176296767694999437e-03 +5.360630713488612068e-04 +3.480334261615015208e-04 +2.532375282962309954e-04 +1.560663910381705733e-04 +6.734462662979435652e-05 +2.467331254125705249e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.176038377664416143e-03 +5.363126302921979345e-04 +3.494963987059561926e-04 +2.553817481344476214e-04 +1.578954248284334641e-04 +6.865131972092321580e-05 +2.473056501546897150e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.195955362784611011e-03 +5.921320840948950982e-04 +3.551728507868744979e-04 +2.581563133354168572e-04 +1.603036449555608138e-04 +7.034870861169929129e-05 +2.460570061674669497e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.195135310702914950e-03 +6.003112378399401991e-04 +3.574988639253205355e-04 +2.608029318826382494e-04 +1.628630297285191687e-04 +7.222473964938140709e-05 +2.431343813490292872e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.185569804764252232e-03 +5.989588751758098814e-04 +3.588931250875081625e-04 +2.635391990925259656e-04 +1.660023805923813416e-04 +7.490350909999968991e-05 +2.393880753438019714e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.156628125578798702e-03 +5.925686898643203141e-04 +3.596555563495854447e-04 +2.669873048010957639e-04 +1.705550173183398191e-04 +7.938801235676302579e-05 +2.360647860078983253e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.029627942360465242e-03 +5.707722286940583633e-04 +3.593719088184675159e-04 +2.712913700514954702e-04 +1.769347130420924222e-04 +8.633162926697000384e-05 +2.343901736672456931e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +6.059275305462809812e-04 +4.582953429140780490e-04 +3.546221887696904382e-04 +2.756476438264188395e-04 +1.846977913300995621e-04 +9.561267291933461267e-05 +2.353276212123624919e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.230585142999949174e-04 +4.376452011166435366e-04 +3.503038779133237947e-04 +2.790005751119957922e-04 +1.928641324287688264e-04 +1.064941235162303524e-04 +2.396212536605181617e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.911958183963382627e-04 +4.193183109857262785e-04 +3.436840997510373706e-04 +2.806842984942035956e-04 +2.005696254726910255e-04 +1.181045630313912507e-04 +2.479590318881597158e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.607056392517745627e-04 +3.995796426385441087e-04 +3.354504926711976702e-04 +2.808484565293747882e-04 +2.075004166503139973e-04 +1.298089723085011564e-04 +2.610010197024055242e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.324664741486349082e-04 +3.799330591204375996e-04 +3.268318424558694173e-04 +2.803199634381703994e-04 +2.174447686822706001e-04 +1.413555350234181650e-04 +2.791568602469646431e-07 +1.282512541193486889e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.067158983139007892e-04 +3.577195573419091100e-04 +3.190252163483525520e-04 +2.799381245452991249e-04 +2.242811660628192332e-04 +1.526521336307237297e-04 +3.022055298506104291e-07 +5.160952303574362609e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.702979348734179461e-04 +3.103174648302930755e-04 +3.117701755667444158e-04 +2.808467124135246174e-04 +2.314737267362297862e-04 +1.670016952515882707e-04 +9.591635464232381642e-05 +9.462213552844488875e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.303050408365769885e-04 +3.009096584870274665e-04 +3.105731458952157992e-04 +2.838936156910813573e-04 +2.395277067779621235e-04 +1.791034129436622658e-04 +1.142932336735046707e-04 +1.394428850995807863e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.301217170069906245e-04 +3.024702557358677538e-04 +3.141322143481456853e-04 +2.899704772487266121e-04 +2.493402162031675326e-04 +1.954379728872462614e-04 +1.302322307492568426e-04 +1.831553592414733767e-07 +2.821056779925200191e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.484562216097632269e-04 +3.185240575135427445e-04 +3.325284282510202155e-04 +3.093270482199249349e-04 +2.706652595551071279e-04 +2.195211961164103304e-04 +1.570562094297281528e-04 +9.244154644837190838e-05 +1.189218386987489564e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.660795694138621473e-04 +3.332738180456576134e-04 +3.472711644739149726e-04 +3.246267380031776719e-04 +2.887072003369081674e-04 +2.423661935016071427e-04 +1.874745551742124029e-04 +1.237155759486053132e-04 +2.937971374657648236e-07 +1.005634608886381597e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +3.419882126367061953e-04 +3.108294630123055674e-04 +3.225628247669881372e-04 +3.030785762325166458e-04 +2.746965805896874925e-04 +2.394090312146977080e-04 +1.983177751676317899e-04 +1.528730988093181882e-04 +1.020256108100514906e-04 +5.748637010892839328e-05 +1.562261759614388138e-07 +4.254506873415885703e-09 +4.182437351664605859e-04 +3.771269479319942189e-04 +3.951145423812578114e-04 +3.740962582335579951e-04 +3.439781295709558990e-04 +3.078842845532711050e-04 +2.667926124507655206e-04 +2.218840476497928218e-04 +1.743103678907209826e-04 +1.258529079657643693e-04 +7.601134100090340534e-05 +4.285267705757525629e-05 +5.512613798094439252e-04 +4.975133369274647608e-04 +5.270846658529107151e-04 +5.057485054987759590e-04 +4.717608032715596162e-04 +4.314220165884457225e-04 +3.858136945274248707e-04 +3.360328787209249600e-04 +2.832601211381641378e-04 +2.287283878143824510e-04 +1.754557255462501752e-04 +1.381099404900641388e-04 +4.632930751575849463e-04 +4.173524150458867224e-04 +4.378249754960715219e-04 +4.149569747863615632e-04 +3.817532198184023879e-04 +3.422208138733884015e-04 +2.974502456347741242e-04 +2.486923439615016523e-04 +1.973098909058251642e-04 +1.445926073517161210e-04 +9.131398932257847460e-05 +5.323915471059789212e-05 +4.504804896489893336e-04 +4.063428838294668279e-04 +4.223904236005449129e-04 +3.966561537619257231e-04 +3.596857914257890493e-04 +3.154780199230632575e-04 +2.653959614755800091e-04 +2.110199151408238859e-04 +1.542342375695687274e-04 +9.684870770411665498e-05 +4.442855661262633331e-05 +1.460220893198109352e-07 +4.465409742229265507e-04 +4.020521194023391636e-04 +4.162383209516510338e-04 +3.880760141120564153e-04 +3.477905335995801054e-04 +2.995069037588687423e-04 +2.448105239282945028e-04 +1.856895649012717871e-04 +1.233596953260435918e-04 +6.737069187125366190e-05 +1.603877126162894537e-07 +4.774036619001464980e-08 +4.481261430755437885e-04 +4.024202643588288401e-04 +4.155478640083578039e-04 +3.850964639972484201e-04 +3.417400421533511672e-04 +2.898195900988039930e-04 +2.311093312780312784e-04 +1.630583861564355731e-04 +1.057511844593037319e-04 +4.615893247788636352e-05 +8.815219725203360203e-08 +1.211461274297249339e-09 +4.695846703365998630e-04 +4.207307999502612702e-04 +4.331648251540502195e-04 +3.991548440934652975e-04 +3.507128287155416506e-04 +2.928554981829088939e-04 +2.281156577794864583e-04 +1.561161753853722485e-04 +9.190869648710273435e-05 +1.746573276854192150e-07 +6.235619859477162934e-08 +0.000000000000000000e+00 +4.791047951759339410e-04 +4.256213696662546888e-04 +4.362958811613946736e-04 +3.993130497347371520e-04 +3.473069979382978323e-04 +2.856807501095931620e-04 +2.172649891010210567e-04 +1.446750549604620235e-04 +7.884806515222561618e-05 +1.542438684110976593e-07 +3.589609815124219695e-08 +0.000000000000000000e+00 +4.889823196024380494e-04 +4.343188477449350668e-04 +4.402973796167731048e-04 +3.998524490749473873e-04 +3.440147305984066596e-04 +2.785169139351003709e-04 +2.063131381968637983e-04 +1.333669649184612371e-04 +6.621935713254656906e-05 +1.338786288781708887e-07 +9.678952087521869418e-09 +0.000000000000000000e+00 +5.000486226274702050e-04 +4.428102768686943908e-04 +4.459403296205835163e-04 +4.017491806591599597e-04 +3.417886305145562435e-04 +2.720980867603893689e-04 +1.908162344219800210e-04 +1.227520055799331421e-04 +5.449120250502748731e-05 +1.144097363036399359e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.126707641356715228e-04 +4.522718735664909748e-04 +4.527178789830313215e-04 +4.045676561752484593e-04 +3.402520158568364951e-04 +2.667441830213748764e-04 +1.835067059623848244e-04 +1.131965440873864104e-04 +4.377837532353646445e-05 +9.654254928985213162e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.260811058944848788e-04 +4.622604551976005694e-04 +4.599516378305693954e-04 +4.077696019372230394e-04 +3.392907839333285836e-04 +2.620318532116826466e-04 +1.769870307262074447e-04 +1.044934375748172046e-04 +3.176809508028617847e-05 +8.077814032520591429e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.396870284219788122e-04 +4.721285218021176720e-04 +4.669912077741312216e-04 +4.108160226459047284e-04 +3.383886369716845042e-04 +2.577413529394338883e-04 +1.710106929595459231e-04 +9.451338479614862032e-05 +2.511658520973600115e-07 +6.739369313900758207e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.624611629745073643e-04 +4.818694703073713391e-04 +4.733203346376727710e-04 +4.132856146509257490e-04 +3.372585235556172650e-04 +2.537144306023954732e-04 +1.656711151256880015e-04 +8.816714863115540917e-05 +2.462924033826241570e-07 +5.645191900684150382e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.366934821272842380e-04 +5.066523563552266995e-04 +4.789000615643714790e-04 +4.149759788437186892e-04 +3.358091108799602254e-04 +2.499291011862695669e-04 +1.609407446757266688e-04 +8.283770885898238318e-05 +2.429792345975246721e-07 +4.784492159541665586e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.822997398226601371e-04 +5.165727465711605513e-04 +4.830788881498924558e-04 +4.159420324339625080e-04 +3.341847497089365441e-04 +2.465327242386223519e-04 +1.569244134765300773e-04 +7.850490201156777982e-05 +2.409548582035786948e-07 +4.134150624261873270e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.988543874454669775e-04 +5.223452394076505108e-04 +4.861388008552340709e-04 +4.164486952889719399e-04 +3.326965288665756967e-04 +2.437777875845958551e-04 +1.537568446183425338e-04 +7.520426720139156726e-05 +2.398979148060568558e-07 +3.663617224207299661e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.092723913940003122e-04 +5.265328756339350633e-04 +4.883334415584664146e-04 +4.168203786674656939e-04 +3.316650281252079223e-04 +2.418866292349661825e-04 +1.515288881284865014e-04 +7.291835371243368712e-05 +2.394710687238799378e-07 +3.339449591553515868e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.152865989303305968e-04 +5.287164558216253833e-04 +4.898645925721879443e-04 +4.172941430392678418e-04 +3.312674102472682835e-04 +2.409268495205308292e-04 +1.502274884221475989e-04 +7.154807590202473706e-05 +2.393521196162201150e-07 +3.129649359418391739e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.158181986626525731e-04 +5.261187911983155295e-04 +4.907945584943390095e-04 +4.179473686498263790e-04 +3.314777287789473438e-04 +2.407777125427914687e-04 +1.497306166063460244e-04 +7.092767740344763290e-05 +2.392703804732849531e-07 +3.008009566318198026e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.167732224321104040e-04 +5.267092083633025112e-04 +4.915375771245136588e-04 +4.187153656723473336e-04 +3.321197095444314794e-04 +2.412065736775542398e-04 +1.498670797298243393e-04 +7.088657996996204180e-05 +2.390486550402162289e-07 +2.958269039897957495e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.187435839709540902e-04 +5.306894721294343848e-04 +4.920721874684556634e-04 +4.194457262760280941e-04 +3.329859817585110733e-04 +2.420066693273333720e-04 +1.505102187969745099e-04 +7.133104397366170596e-05 +2.386412831123328413e-07 +2.977334653882283623e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.166193455878892338e-04 +5.302706112487914946e-04 +4.919357118537991992e-04 +4.199764308461190004e-04 +3.339523837407974293e-04 +2.431146728007849232e-04 +1.516518950289613883e-04 +7.230208380894731729e-05 +2.381539668574296269e-07 +3.076613738908854785e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +8.113270101847079281e-04 +5.281707176384595149e-04 +4.910248754689174738e-04 +4.201956022918042644e-04 +3.350193964960279983e-04 +2.446371064820106233e-04 +1.534127882108708544e-04 +7.397551573683361977e-05 +2.378350446411505906e-07 +3.280815017592618206e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.998592009859769800e-04 +5.242316101934861279e-04 +4.890963153102234140e-04 +4.200200833486269982e-04 +3.362522838509944046e-04 +2.467682932580749075e-04 +1.559826078588096043e-04 +7.660100429773962114e-05 +2.380383299146904511e-07 +3.624284782429544286e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +7.571846895719218547e-04 +5.162287112752550347e-04 +4.858840609992389837e-04 +4.193387597710374276e-04 +3.376722366188509390e-04 +2.496587507789759224e-04 +1.595269558751209488e-04 +8.041080967805710176e-05 +2.391679290328081753e-07 +4.145636179670145217e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.758138734013622988e-04 +4.915619632026339229e-04 +4.809811544273743253e-04 +4.180047560704011969e-04 +3.392023843629123027e-04 +2.533310248687355745e-04 +1.641158657132240045e-04 +8.554324328814912504e-05 +2.416189493741995302e-07 +4.881710284442841928e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.525658689488504617e-04 +4.820080624236761156e-04 +4.749895133738834315e-04 +4.159293234904263897e-04 +3.407200889272810431e-04 +2.576951007129168526e-04 +1.697086500112696583e-04 +9.201231880083445827e-05 +2.457232158119320294e-07 +5.861694060541628499e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.379722024070214331e-04 +4.716872396231848864e-04 +4.678761036431447300e-04 +4.131823215277620996e-04 +3.421644950407850020e-04 +2.626315162060053362e-04 +1.761906129124938213e-04 +9.979292381812733894e-05 +2.517023800587797603e-07 +7.101800204244850197e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.229282692092006996e-04 +4.607237801750280019e-04 +4.601564345665892872e-04 +4.100503013309593362e-04 +3.436147764002423356e-04 +2.680720010030369590e-04 +1.834911590477806512e-04 +1.116223221369199049e-04 +3.859885043218447070e-05 +8.600814050724054855e-08 +0.000000000000000000e+00 +0.000000000000000000e+00 +5.083351950162474583e-04 +4.499380561162841328e-04 +4.525376788274843303e-04 +4.070050746159113199e-04 +3.454253323359173108e-04 +2.740315619168902351e-04 +1.913676714446953481e-04 +1.220183038521191753e-04 +5.262053181084681228e-05 +1.033638564672098265e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.951653159945180885e-04 +4.399275406660430282e-04 +4.457999539502912971e-04 +4.046060181860371033e-04 +3.476644518860381615e-04 +2.805920827361460860e-04 +1.999564466638689177e-04 +1.331054416775618817e-04 +6.498893260779762366e-05 +1.226354584509556888e-07 +0.000000000000000000e+00 +0.000000000000000000e+00 +4.832285151234722953e-04 +4.296522839699062771e-04 +4.406078915375100818e-04 +4.034011356576552030e-04 +3.507677095035666138e-04 +2.881385846499603465e-04 +2.181665575021176837e-04 +1.450126547391051635e-04 +7.807778349535223329e-05 +1.431605777519150596e-07 +2.166400450393355259e-08 +0.000000000000000000e+00 +4.734191789815284795e-04 +4.244258010215985820e-04 +4.377267804931574526e-04 +4.038173627331293944e-04 +3.549925252561593600e-04 +2.962708497959021118e-04 +2.302125010716285904e-04 +1.573098850139083304e-04 +9.180820427428729039e-05 +1.641111994703291393e-07 +4.854793074817453079e-08 +0.000000000000000000e+00 +4.708785024394860535e-04 +4.228856508570739254e-04 +4.382422572564000302e-04 +4.069666177450196676e-04 +3.613220425096692000e-04 +3.061285663123393288e-04 +2.433253590455233665e-04 +1.708015572563565581e-04 +1.094788091788010699e-04 +4.634712678374278090e-05 +7.515242833488826745e-08 +0.000000000000000000e+00 +4.856206538926154310e-04 +4.371159822121410666e-04 +4.548540684777786563e-04 +4.253560631626152186e-04 +3.814795831857717531e-04 +3.282575108900874896e-04 +2.674615398039312426e-04 +2.014565894578592092e-04 +1.323040857139943594e-04 +7.060094353690050169e-05 +1.444461360952476494e-07 +2.861617109457262272e-08 +4.867206058969521872e-04 +4.395842021419925686e-04 +4.583849537307267121e-04 +4.316475213236980872e-04 +3.916218184684103253e-04 +3.431636076931866321e-04 +2.877566570294669258e-04 +2.269977116510194404e-04 +1.573309105764920425e-04 +1.006508278930495868e-04 +4.397376728532682817e-05 +1.237916286508532096e-07 +4.303573194137801745e-04 +3.887354317776223070e-04 +4.074422884669092067e-04 +3.865325533219212458e-04 +3.563370217589650999e-04 +3.200152089381836946e-04 +2.784952071233739220e-04 +2.329209832653374634e-04 +1.844159157680373587e-04 +1.348695198834047983e-04 +8.523513244937002732e-05 +4.921677631124590937e-05 +5.057699405199025076e-04 +4.575321312203977438e-04 +4.823481414415180680e-04 +4.615546115463405106e-04 +4.299831613310866121e-04 +3.924123685016152590e-04 +3.497934741985706452e-04 +3.031580174585337913e-04 +2.536289644477925619e-04 +2.023966706875406660e-04 +1.517216216406287092e-04 +1.138256364755309594e-04 diff --git a/simpegPF/Dev/Tile1.msh b/simpegPF/Dev/Tile1.msh new file mode 100644 index 00000000..63c55478 --- /dev/null +++ b/simpegPF/Dev/Tile1.msh @@ -0,0 +1,5 @@ +66 52 24 +421780 544950 1600 +151.00 108.00 77.00 55.00 40.00 28.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 28.00 40.00 55.00 77.00 108.00 151.00 +151.00 108.00 77.00 55.00 40.00 28.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 28.00 40.00 55.00 77.00 108.00 151.00 +20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 20.00 28.00 39.00 55.00 75.00 105.00 130.00 \ No newline at end of file diff --git a/simpegPF/Dev/magfor3d.log b/simpegPF/Dev/magfor3d.log new file mode 100644 index 00000000..40af1270 --- /dev/null +++ b/simpegPF/Dev/magfor3d.log @@ -0,0 +1,31 @@ + +Parallelized with OpenMP. # of threads: 4 + +MAG3D - Version 5.0 : MAGFOR3D + +Developed by University of British Columbia +Geophysical Inversion Facility (UBC-GIF) + +(C) Copyright 1992 - 2013, UBC-GIF, +Department of Earth and Ocean Sciences, UBC +http://gif.eos.ubc.ca/ + +This program is licensed to: + + For internal use within UBC-GIF. + + +MAGFOR3D started on: 12/21/2015 08:35:38 + + +magfor3d Mesh.msh Obs_loc.dat Model.dat + + # of surface data: 625 + # of borehole data: 0 + + model was read from file: Model.dat + + TOTAL cpu time: 0:00:00.16 + +MAGFOR3D ended on: 12/21/2015 08:35:39 + diff --git a/simpegPF/Dev/magfor3d.mag b/simpegPF/Dev/magfor3d.mag new file mode 100644 index 00000000..4fb32d9f --- /dev/null +++ b/simpegPF/Dev/magfor3d.mag @@ -0,0 +1,628 @@ + 45.00 315.00 50000.00 !! incl, decl, geomag + -45.00 135.00 1 !! aincl, adecl, idir + 625 !! # of data + -5.000000000E-01 -5.000000000E-01 5.500000000E-01 1.659610E+02 + -5.000000000E-01 -4.583330000E-01 5.500000000E-01 1.925379E+02 + -5.000000000E-01 -4.166670000E-01 5.500000000E-01 2.226649E+02 + -5.000000000E-01 -3.750000000E-01 5.500000000E-01 2.563686E+02 + -5.000000000E-01 -3.333330000E-01 5.500000000E-01 2.934733E+02 + -5.000000000E-01 -2.916670000E-01 5.500000000E-01 3.335430E+02 + -5.000000000E-01 -2.500000000E-01 5.500000000E-01 3.758360E+02 + -5.000000000E-01 -2.083330000E-01 5.500000000E-01 4.192739E+02 + -5.000000000E-01 -1.666670000E-01 5.500000000E-01 4.624569E+02 + -5.000000000E-01 -1.250000000E-01 5.500000000E-01 5.037297E+02 + -5.000000000E-01 -8.333330000E-02 5.500000000E-01 5.412899E+02 + -5.000000000E-01 -4.166670000E-02 5.500000000E-01 5.733527E+02 + -5.000000000E-01 0.000000000E+00 5.500000000E-01 5.983312E+02 + -5.000000000E-01 4.166670000E-02 5.500000000E-01 6.150115E+02 + -5.000000000E-01 8.333330000E-02 5.500000000E-01 6.226869E+02 + -5.000000000E-01 1.250000000E-01 5.500000000E-01 6.212256E+02 + -5.000000000E-01 1.666670000E-01 5.500000000E-01 6.110607E+02 + -5.000000000E-01 2.083330000E-01 5.500000000E-01 5.931098E+02 + -5.000000000E-01 2.500000000E-01 5.500000000E-01 5.686407E+02 + -5.000000000E-01 2.916670000E-01 5.500000000E-01 5.391186E+02 + -5.000000000E-01 3.333330000E-01 5.500000000E-01 5.060557E+02 + -5.000000000E-01 3.750000000E-01 5.500000000E-01 4.708825E+02 + -5.000000000E-01 4.166670000E-01 5.500000000E-01 4.348657E+02 + -5.000000000E-01 4.583330000E-01 5.500000000E-01 3.990553E+02 + -5.000000000E-01 5.000000000E-01 5.500000000E-01 3.642665E+02 + -4.583330000E-01 -5.000000000E-01 5.500000000E-01 1.399730E+02 + -4.583330000E-01 -4.583330000E-01 5.500000000E-01 1.662941E+02 + -4.583330000E-01 -4.166670000E-01 5.500000000E-01 1.969125E+02 + -4.583330000E-01 -3.750000000E-01 5.500000000E-01 2.320584E+02 + -4.583330000E-01 -3.333330000E-01 5.500000000E-01 2.717511E+02 + -4.583330000E-01 -2.916670000E-01 5.500000000E-01 3.157134E+02 + -4.583330000E-01 -2.500000000E-01 5.500000000E-01 3.632921E+02 + -4.583330000E-01 -2.083330000E-01 5.500000000E-01 4.133901E+02 + -4.583330000E-01 -1.666670000E-01 5.500000000E-01 4.644542E+02 + -4.583330000E-01 -1.250000000E-01 5.500000000E-01 5.145281E+02 + -4.583330000E-01 -8.333330000E-02 5.500000000E-01 5.613715E+02 + -4.583330000E-01 -4.166670000E-02 5.500000000E-01 6.026655E+02 + -4.583330000E-01 0.000000000E+00 5.500000000E-01 6.362552E+02 + -4.583330000E-01 4.166670000E-02 5.500000000E-01 6.604000E+02 + -4.583330000E-01 8.333330000E-02 5.500000000E-01 6.739783E+02 + -4.583330000E-01 1.250000000E-01 5.500000000E-01 6.766057E+02 + -4.583330000E-01 1.666670000E-01 5.500000000E-01 6.686444E+02 + -4.583330000E-01 2.083330000E-01 5.500000000E-01 6.511099E+02 + -4.583330000E-01 2.500000000E-01 5.500000000E-01 6.254994E+02 + -4.583330000E-01 2.916670000E-01 5.500000000E-01 5.935890E+02 + -4.583330000E-01 3.333330000E-01 5.500000000E-01 5.572309E+02 + -4.583330000E-01 3.750000000E-01 5.500000000E-01 5.181837E+02 + -4.583330000E-01 4.166670000E-01 5.500000000E-01 4.780006E+02 + -4.583330000E-01 4.583330000E-01 5.500000000E-01 4.379623E+02 + -4.583330000E-01 5.000000000E-01 5.500000000E-01 3.990553E+02 + -4.166670000E-01 -5.000000000E-01 5.500000000E-01 1.038361E+02 + -4.166670000E-01 -4.583330000E-01 5.500000000E-01 1.284713E+02 + -4.166670000E-01 -4.166670000E-01 5.500000000E-01 1.581213E+02 + -4.166670000E-01 -3.750000000E-01 5.500000000E-01 1.932949E+02 + -4.166670000E-01 -3.333330000E-01 5.500000000E-01 2.343043E+02 + -4.166670000E-01 -2.916670000E-01 5.500000000E-01 2.811460E+02 + -4.166670000E-01 -2.500000000E-01 5.500000000E-01 3.333759E+02 + -4.166670000E-01 -2.083330000E-01 5.500000000E-01 3.899878E+02 + -4.166670000E-01 -1.666670000E-01 5.500000000E-01 4.493508E+02 + -4.166670000E-01 -1.250000000E-01 5.500000000E-01 5.092308E+02 + -4.166670000E-01 -8.333330000E-02 5.500000000E-01 5.669068E+02 + -4.166670000E-01 -4.166670000E-02 5.500000000E-01 6.194160E+02 + -4.166670000E-01 0.000000000E+00 5.500000000E-01 6.638734E+02 + -4.166670000E-01 4.166670000E-02 5.500000000E-01 6.978235E+02 + -4.166670000E-01 8.333330000E-02 5.500000000E-01 7.195477E+02 + -4.166670000E-01 1.250000000E-01 5.500000000E-01 7.282611E+02 + -4.166670000E-01 1.666670000E-01 5.500000000E-01 7.241600E+02 + -4.166670000E-01 2.083330000E-01 5.500000000E-01 7.083199E+02 + -4.166670000E-01 2.500000000E-01 5.500000000E-01 6.824792E+02 + -4.166670000E-01 2.916670000E-01 5.500000000E-01 6.487701E+02 + -4.166670000E-01 3.333330000E-01 5.500000000E-01 6.094492E+02 + -4.166670000E-01 3.750000000E-01 5.500000000E-01 5.666701E+02 + -4.166670000E-01 4.166670000E-01 5.500000000E-01 5.223335E+02 + -4.166670000E-01 4.583330000E-01 5.500000000E-01 4.780006E+02 + -4.166670000E-01 5.000000000E-01 5.500000000E-01 4.348657E+02 + -3.750000000E-01 -5.000000000E-01 5.500000000E-01 5.615031E+01 + -3.750000000E-01 -4.583330000E-01 5.500000000E-01 7.722713E+01 + -3.750000000E-01 -4.166670000E-01 5.500000000E-01 1.039189E+02 + -3.750000000E-01 -3.750000000E-01 5.500000000E-01 1.370930E+02 + -3.750000000E-01 -3.333330000E-01 5.500000000E-01 1.774689E+02 + -3.750000000E-01 -2.916670000E-01 5.500000000E-01 2.254638E+02 + -3.750000000E-01 -2.500000000E-01 5.500000000E-01 2.810098E+02 + -3.750000000E-01 -2.083330000E-01 5.500000000E-01 3.433596E+02 + -3.750000000E-01 -1.666670000E-01 5.500000000E-01 4.109431E+02 + -3.750000000E-01 -1.250000000E-01 5.500000000E-01 4.813258E+02 + -3.750000000E-01 -8.333330000E-02 5.500000000E-01 5.512986E+02 + -3.750000000E-01 -4.166670000E-02 5.500000000E-01 6.171524E+02 + -3.750000000E-01 0.000000000E+00 5.500000000E-01 6.750879E+02 + -3.750000000E-01 4.166670000E-02 5.500000000E-01 7.216991E+02 + -3.750000000E-01 8.333330000E-02 5.500000000E-01 7.544267E+02 + -3.750000000E-01 1.250000000E-01 5.500000000E-01 7.718762E+02 + -3.750000000E-01 1.666670000E-01 5.500000000E-01 7.739304E+02 + -3.750000000E-01 2.083330000E-01 5.500000000E-01 7.616511E+02 + -3.750000000E-01 2.500000000E-01 5.500000000E-01 7.370097E+02 + -3.750000000E-01 2.916670000E-01 5.500000000E-01 7.025352E+02 + -3.750000000E-01 3.333330000E-01 5.500000000E-01 6.609554E+02 + -3.750000000E-01 3.750000000E-01 5.500000000E-01 6.148941E+02 + -3.750000000E-01 4.166670000E-01 5.500000000E-01 5.666701E+02 + -3.750000000E-01 4.583330000E-01 5.500000000E-01 5.181837E+02 + -3.750000000E-01 5.000000000E-01 5.500000000E-01 4.708825E+02 + -3.333330000E-01 -5.000000000E-01 5.500000000E-01 -4.169920E+00 + -3.333330000E-01 -4.583330000E-01 5.500000000E-01 1.103644E+01 + -3.333330000E-01 -4.166670000E-01 5.500000000E-01 3.222871E+01 + -3.333330000E-01 -3.750000000E-01 5.500000000E-01 6.070809E+01 + -3.333330000E-01 -3.333330000E-01 5.500000000E-01 9.772515E+01 + -3.333330000E-01 -2.916670000E-01 5.500000000E-01 1.442910E+02 + -3.333330000E-01 -2.500000000E-01 5.500000000E-01 2.009307E+02 + -3.333330000E-01 -2.083330000E-01 5.500000000E-01 2.673914E+02 + -3.333330000E-01 -1.666670000E-01 5.500000000E-01 3.423827E+02 + -3.333330000E-01 -1.250000000E-01 5.500000000E-01 4.234266E+02 + -3.333330000E-01 -8.333330000E-02 5.500000000E-01 5.068778E+02 + -3.333330000E-01 -4.166670000E-02 5.500000000E-01 5.882076E+02 + -3.333330000E-01 0.000000000E+00 5.500000000E-01 6.625068E+02 + -3.333330000E-01 4.166670000E-02 5.500000000E-01 7.251376E+02 + -3.333330000E-01 8.333330000E-02 5.500000000E-01 7.723872E+02 + -3.333330000E-01 1.250000000E-01 5.500000000E-01 8.019647E+02 + -3.333330000E-01 1.666670000E-01 5.500000000E-01 8.132252E+02 + -3.333330000E-01 2.083330000E-01 5.500000000E-01 8.070913E+02 + -3.333330000E-01 2.500000000E-01 5.500000000E-01 7.857293E+02 + -3.333330000E-01 2.916670000E-01 5.500000000E-01 7.520911E+02 + -3.333330000E-01 3.333330000E-01 5.500000000E-01 7.094415E+02 + -3.333330000E-01 3.750000000E-01 5.500000000E-01 6.609554E+02 + -3.333330000E-01 4.166670000E-01 5.500000000E-01 6.094492E+02 + -3.333330000E-01 4.583330000E-01 5.500000000E-01 5.572309E+02 + -3.333330000E-01 5.000000000E-01 5.500000000E-01 5.060557E+02 + -2.916670000E-01 -5.000000000E-01 5.500000000E-01 -7.767438E+01 + -2.916670000E-01 -4.583330000E-01 5.500000000E-01 -7.102407E+01 + -2.916670000E-01 -4.166670000E-01 5.500000000E-01 -5.837249E+01 + -2.916670000E-01 -3.750000000E-01 5.500000000E-01 -3.792517E+01 + -2.916670000E-01 -3.333330000E-01 5.500000000E-01 -7.781858E+00 + -2.916670000E-01 -2.916670000E-01 5.500000000E-01 3.385111E+01 + -2.916670000E-01 -2.500000000E-01 5.500000000E-01 8.834796E+01 + -2.916670000E-01 -2.083330000E-01 5.500000000E-01 1.562561E+02 + -2.916670000E-01 -1.666670000E-01 5.500000000E-01 2.368767E+02 + -2.916670000E-01 -1.250000000E-01 5.500000000E-01 3.279459E+02 + -2.916670000E-01 -8.333330000E-02 5.500000000E-01 4.255242E+02 + -2.916670000E-01 -4.166670000E-02 5.500000000E-01 5.242448E+02 + -2.916670000E-01 0.000000000E+00 5.500000000E-01 6.179042E+02 + -2.916670000E-01 4.166670000E-02 5.500000000E-01 7.003158E+02 + -2.916670000E-01 8.333330000E-02 5.500000000E-01 7.662304E+02 + -2.916670000E-01 1.250000000E-01 5.500000000E-01 8.120893E+02 + -2.916670000E-01 1.666670000E-01 5.500000000E-01 8.364217E+02 + -2.916670000E-01 2.083330000E-01 5.500000000E-01 8.398215E+02 + -2.916670000E-01 2.500000000E-01 5.500000000E-01 8.245677E+02 + -2.916670000E-01 2.916670000E-01 5.500000000E-01 7.940381E+02 + -2.916670000E-01 3.333330000E-01 5.500000000E-01 7.520911E+02 + -2.916670000E-01 3.750000000E-01 5.500000000E-01 7.025352E+02 + -2.916670000E-01 4.166670000E-01 5.500000000E-01 6.487701E+02 + -2.916670000E-01 4.583330000E-01 5.500000000E-01 5.935890E+02 + -2.916670000E-01 5.000000000E-01 5.500000000E-01 5.391186E+02 + -2.500000000E-01 -5.000000000E-01 5.500000000E-01 -1.641466E+02 + -2.500000000E-01 -4.583330000E-01 5.500000000E-01 -1.689640E+02 + -2.500000000E-01 -4.166670000E-01 5.500000000E-01 -1.682414E+02 + -2.500000000E-01 -3.750000000E-01 5.500000000E-01 -1.596604E+02 + -2.500000000E-01 -3.333330000E-01 5.500000000E-01 -1.405745E+02 + -2.500000000E-01 -2.916670000E-01 5.500000000E-01 -1.082258E+02 + -2.500000000E-01 -2.500000000E-01 5.500000000E-01 -6.011465E+01 + -2.500000000E-01 -2.083330000E-01 5.500000000E-01 5.466449E+00 + -2.500000000E-01 -1.666670000E-01 5.500000000E-01 8.881283E+01 + -2.500000000E-01 -1.250000000E-01 5.500000000E-01 1.882470E+02 + -2.500000000E-01 -8.333330000E-02 5.500000000E-01 2.997921E+02 + -2.500000000E-01 -4.166670000E-02 5.500000000E-01 4.173135E+02 + -2.500000000E-01 0.000000000E+00 5.500000000E-01 5.331703E+02 + -2.500000000E-01 4.166670000E-02 5.500000000E-01 6.392994E+02 + -2.500000000E-01 8.333330000E-02 5.500000000E-01 7.284767E+02 + -2.500000000E-01 1.250000000E-01 5.500000000E-01 7.954200E+02 + -2.500000000E-01 1.666670000E-01 5.500000000E-01 8.374473E+02 + -2.500000000E-01 2.083330000E-01 5.500000000E-01 8.545583E+02 + -2.500000000E-01 2.500000000E-01 5.500000000E-01 8.490077E+02 + -2.500000000E-01 2.916670000E-01 5.500000000E-01 8.245677E+02 + -2.500000000E-01 3.333330000E-01 5.500000000E-01 7.857293E+02 + -2.500000000E-01 3.750000000E-01 5.500000000E-01 7.370097E+02 + -2.500000000E-01 4.166670000E-01 5.500000000E-01 6.824792E+02 + -2.500000000E-01 4.583330000E-01 5.500000000E-01 6.254994E+02 + -2.500000000E-01 5.000000000E-01 5.500000000E-01 5.686407E+02 + -2.083330000E-01 -5.000000000E-01 5.500000000E-01 -2.623794E+02 + -2.083330000E-01 -4.583330000E-01 5.500000000E-01 -2.815633E+02 + -2.083330000E-01 -4.166670000E-01 5.500000000E-01 -2.962328E+02 + -2.083330000E-01 -3.750000000E-01 5.500000000E-01 -3.035530E+02 + -2.083330000E-01 -3.333330000E-01 5.500000000E-01 -3.000746E+02 + -2.083330000E-01 -2.916670000E-01 5.500000000E-01 -2.819276E+02 + -2.083330000E-01 -2.500000000E-01 5.500000000E-01 -2.452270E+02 + -2.083330000E-01 -2.083330000E-01 5.500000000E-01 -1.867276E+02 + -2.083330000E-01 -1.666670000E-01 5.500000000E-01 -1.046762E+02 + -2.083330000E-01 -1.250000000E-01 5.500000000E-01 3.133342E-01 + -2.083330000E-01 -8.333330000E-02 5.500000000E-01 1.246108E+02 + -2.083330000E-01 -4.166670000E-02 5.500000000E-01 2.615022E+02 + -2.083330000E-01 0.000000000E+00 5.500000000E-01 4.018488E+02 + -2.083330000E-01 4.166670000E-02 5.500000000E-01 5.354153E+02 + -2.083330000E-01 8.333330000E-02 5.500000000E-01 6.525430E+02 + -2.083330000E-01 1.250000000E-01 5.500000000E-01 7.457119E+02 + -2.083330000E-01 1.666670000E-01 5.500000000E-01 8.105656E+02 + -2.083330000E-01 2.083330000E-01 5.500000000E-01 8.461699E+02 + -2.083330000E-01 2.500000000E-01 5.500000000E-01 8.545583E+02 + -2.083330000E-01 2.916670000E-01 5.500000000E-01 8.398215E+02 + -2.083330000E-01 3.333330000E-01 5.500000000E-01 8.070913E+02 + -2.083330000E-01 3.750000000E-01 5.500000000E-01 7.616511E+02 + -2.083330000E-01 4.166670000E-01 5.500000000E-01 7.083199E+02 + -2.083330000E-01 4.583330000E-01 5.500000000E-01 6.511099E+02 + -2.083330000E-01 5.000000000E-01 5.500000000E-01 5.931098E+02 + -1.666670000E-01 -5.000000000E-01 5.500000000E-01 -3.700392E+02 + -1.666670000E-01 -4.583330000E-01 5.500000000E-01 -4.061587E+02 + -1.666670000E-01 -4.166670000E-01 5.500000000E-01 -4.393757E+02 + -1.666670000E-01 -3.750000000E-01 5.500000000E-01 -4.663861E+02 + -1.666670000E-01 -3.333330000E-01 5.500000000E-01 -4.829339E+02 + -1.666670000E-01 -2.916670000E-01 5.500000000E-01 -4.839507E+02 + -1.666670000E-01 -2.500000000E-01 5.500000000E-01 -4.639656E+02 + -1.666670000E-01 -2.083330000E-01 5.500000000E-01 -4.178600E+02 + -1.666670000E-01 -1.666670000E-01 5.500000000E-01 -3.419595E+02 + -1.666670000E-01 -1.250000000E-01 5.500000000E-01 -2.352828E+02 + -1.666670000E-01 -8.333330000E-02 5.500000000E-01 -1.006223E+02 + -1.666670000E-01 -4.166670000E-02 5.500000000E-01 5.505002E+01 + -1.666670000E-01 0.000000000E+00 5.500000000E-01 2.211632E+02 + -1.666670000E-01 4.166670000E-02 5.500000000E-01 3.851058E+02 + -1.666670000E-01 8.333330000E-02 5.500000000E-01 5.343693E+02 + -1.666670000E-01 1.250000000E-01 5.500000000E-01 6.586763E+02 + -1.666670000E-01 1.666670000E-01 5.500000000E-01 7.514953E+02 + -1.666670000E-01 2.083330000E-01 5.500000000E-01 8.105656E+02 + -1.666670000E-01 2.500000000E-01 5.500000000E-01 8.374473E+02 + -1.666670000E-01 2.916670000E-01 5.500000000E-01 8.364217E+02 + -1.666670000E-01 3.333330000E-01 5.500000000E-01 8.132252E+02 + -1.666670000E-01 3.750000000E-01 5.500000000E-01 7.739304E+02 + -1.666670000E-01 4.166670000E-01 5.500000000E-01 7.241600E+02 + -1.666670000E-01 4.583330000E-01 5.500000000E-01 6.686444E+02 + -1.666670000E-01 5.000000000E-01 5.500000000E-01 6.110607E+02 + -1.250000000E-01 -5.000000000E-01 5.500000000E-01 -4.836628E+02 + -1.250000000E-01 -4.583330000E-01 5.500000000E-01 -5.386001E+02 + -1.250000000E-01 -4.166670000E-01 5.500000000E-01 -5.927629E+02 + -1.250000000E-01 -3.750000000E-01 5.500000000E-01 -6.424575E+02 + -1.250000000E-01 -3.333330000E-01 5.500000000E-01 -6.826713E+02 + -1.250000000E-01 -2.916670000E-01 5.500000000E-01 -7.071303E+02 + -1.250000000E-01 -2.500000000E-01 5.500000000E-01 -7.086786E+02 + -1.250000000E-01 -2.083330000E-01 5.500000000E-01 -6.800979E+02 + -1.250000000E-01 -1.666670000E-01 5.500000000E-01 -6.154219E+02 + -1.250000000E-01 -1.250000000E-01 5.500000000E-01 -5.115825E+02 + -1.250000000E-01 -8.333330000E-02 5.500000000E-01 -3.700087E+02 + -1.250000000E-01 -4.166670000E-02 5.500000000E-01 -1.975002E+02 + -1.250000000E-01 0.000000000E+00 5.500000000E-01 -5.840902E+00 + -1.250000000E-01 4.166670000E-02 5.500000000E-01 1.899420E+02 + -1.250000000E-01 8.333330000E-02 5.500000000E-01 3.742149E+02 + -1.250000000E-01 1.250000000E-01 5.500000000E-01 5.335157E+02 + -1.250000000E-01 1.666670000E-01 5.500000000E-01 6.586763E+02 + -1.250000000E-01 2.083330000E-01 5.500000000E-01 7.457119E+02 + -1.250000000E-01 2.500000000E-01 5.500000000E-01 7.954200E+02 + -1.250000000E-01 2.916670000E-01 5.500000000E-01 8.120893E+02 + -1.250000000E-01 3.333330000E-01 5.500000000E-01 8.019647E+02 + -1.250000000E-01 3.750000000E-01 5.500000000E-01 7.718762E+02 + -1.250000000E-01 4.166670000E-01 5.500000000E-01 7.282611E+02 + -1.250000000E-01 4.583330000E-01 5.500000000E-01 6.766057E+02 + -1.250000000E-01 5.000000000E-01 5.500000000E-01 6.212256E+02 + -8.333330000E-02 -5.000000000E-01 5.500000000E-01 -5.987970E+02 + -8.333330000E-02 -4.583330000E-01 5.500000000E-01 -6.734053E+02 + -8.333330000E-02 -4.166670000E-01 5.500000000E-01 -7.497117E+02 + -8.333330000E-02 -3.750000000E-01 5.500000000E-01 -8.237273E+02 + -8.333330000E-02 -3.333330000E-01 5.500000000E-01 -8.897772E+02 + -8.333330000E-02 -2.916670000E-01 5.500000000E-01 -9.404575E+02 + -8.333330000E-02 -2.500000000E-01 5.500000000E-01 -9.669552E+02 + -8.333330000E-02 -2.083330000E-01 5.500000000E-01 -9.598952E+02 + -8.333330000E-02 -1.666670000E-01 5.500000000E-01 -9.108369E+02 + -8.333330000E-02 -1.250000000E-01 5.500000000E-01 -8.143000E+02 + -8.333330000E-02 -8.333330000E-02 5.500000000E-01 -6.699127E+02 + -8.333330000E-02 -4.166670000E-02 5.500000000E-01 -4.838447E+02 + -8.333330000E-02 0.000000000E+00 5.500000000E-01 -2.687263E+02 + -8.333330000E-02 4.166670000E-02 5.500000000E-01 -4.181249E+01 + -8.333330000E-02 8.333330000E-02 5.500000000E-01 1.781171E+02 + -8.333330000E-02 1.250000000E-01 5.500000000E-01 3.742149E+02 + -8.333330000E-02 1.666670000E-01 5.500000000E-01 5.343693E+02 + -8.333330000E-02 2.083330000E-01 5.500000000E-01 6.525430E+02 + -8.333330000E-02 2.500000000E-01 5.500000000E-01 7.284767E+02 + -8.333330000E-02 2.916670000E-01 5.500000000E-01 7.662304E+02 + -8.333330000E-02 3.333330000E-01 5.500000000E-01 7.723872E+02 + -8.333330000E-02 3.750000000E-01 5.500000000E-01 7.544267E+02 + -8.333330000E-02 4.166670000E-01 5.500000000E-01 7.195477E+02 + -8.333330000E-02 4.583330000E-01 5.500000000E-01 6.739783E+02 + -8.333330000E-02 5.000000000E-01 5.500000000E-01 6.226869E+02 + -4.166670000E-02 -5.000000000E-01 5.500000000E-01 -7.103443E+02 + -4.166670000E-02 -4.583330000E-01 5.500000000E-01 -8.041995E+02 + -4.166670000E-02 -4.166670000E-01 5.500000000E-01 -9.023120E+02 + -4.166670000E-02 -3.750000000E-01 5.500000000E-01 -1.000488E+03 + -4.166670000E-02 -3.333330000E-01 5.500000000E-01 -1.092510E+03 + -4.166670000E-02 -2.916670000E-01 5.500000000E-01 -1.169994E+03 + -4.166670000E-02 -2.500000000E-01 5.500000000E-01 -1.222630E+03 + -4.166670000E-02 -2.083330000E-01 5.500000000E-01 -1.239032E+03 + -4.166670000E-02 -1.666670000E-01 5.500000000E-01 -1.208360E+03 + -4.166670000E-02 -1.250000000E-01 5.500000000E-01 -1.122677E+03 + -4.166670000E-02 -8.333330000E-02 5.500000000E-01 -9.795960E+02 + -4.166670000E-02 -4.166670000E-02 5.500000000E-01 -7.842856E+02 + -4.166670000E-02 0.000000000E+00 5.500000000E-01 -5.497648E+02 + -4.166670000E-02 4.166670000E-02 5.500000000E-01 -2.950744E+02 + -4.166670000E-02 8.333330000E-02 5.500000000E-01 -4.181249E+01 + -4.166670000E-02 1.250000000E-01 5.500000000E-01 1.899420E+02 + -4.166670000E-02 1.666670000E-01 5.500000000E-01 3.851058E+02 + -4.166670000E-02 2.083330000E-01 5.500000000E-01 5.354153E+02 + -4.166670000E-02 2.500000000E-01 5.500000000E-01 6.392994E+02 + -4.166670000E-02 2.916670000E-01 5.500000000E-01 7.003158E+02 + -4.166670000E-02 3.333330000E-01 5.500000000E-01 7.251376E+02 + -4.166670000E-02 3.750000000E-01 5.500000000E-01 7.216991E+02 + -4.166670000E-02 4.166670000E-01 5.500000000E-01 6.978235E+02 + -4.166670000E-02 4.583330000E-01 5.500000000E-01 6.604000E+02 + -4.166670000E-02 5.000000000E-01 5.500000000E-01 6.150115E+02 + 0.000000000E+00 -5.000000000E-01 5.500000000E-01 -8.130400E+02 + 0.000000000E+00 -4.583330000E-01 5.500000000E-01 -9.243473E+02 + 0.000000000E+00 -4.166670000E-01 5.500000000E-01 -1.042257E+03 + 0.000000000E+00 -3.750000000E-01 5.500000000E-01 -1.162437E+03 + 0.000000000E+00 -3.333330000E-01 5.500000000E-01 -1.278261E+03 + 0.000000000E+00 -2.916670000E-01 5.500000000E-01 -1.380567E+03 + 0.000000000E+00 -2.500000000E-01 5.500000000E-01 -1.457834E+03 + 0.000000000E+00 -2.083330000E-01 5.500000000E-01 -1.497004E+03 + 0.000000000E+00 -1.666670000E-01 5.500000000E-01 -1.485203E+03 + 0.000000000E+00 -1.250000000E-01 5.500000000E-01 -1.412318E+03 + 0.000000000E+00 -8.333330000E-02 5.500000000E-01 -1.274044E+03 + 0.000000000E+00 -4.166670000E-02 5.500000000E-01 -1.074365E+03 + 0.000000000E+00 0.000000000E+00 5.500000000E-01 -8.262171E+02 + 0.000000000E+00 4.166670000E-02 5.500000000E-01 -5.497648E+02 + 0.000000000E+00 8.333330000E-02 5.500000000E-01 -2.687263E+02 + 0.000000000E+00 1.250000000E-01 5.500000000E-01 -5.840902E+00 + 0.000000000E+00 1.666670000E-01 5.500000000E-01 2.211632E+02 + 0.000000000E+00 2.083330000E-01 5.500000000E-01 4.018488E+02 + 0.000000000E+00 2.500000000E-01 5.500000000E-01 5.331703E+02 + 0.000000000E+00 2.916670000E-01 5.500000000E-01 6.179042E+02 + 0.000000000E+00 3.333330000E-01 5.500000000E-01 6.625068E+02 + 0.000000000E+00 3.750000000E-01 5.500000000E-01 6.750879E+02 + 0.000000000E+00 4.166670000E-01 5.500000000E-01 6.638734E+02 + 0.000000000E+00 4.583330000E-01 5.500000000E-01 6.362552E+02 + 0.000000000E+00 5.000000000E-01 5.500000000E-01 5.983312E+02 + 4.166670000E-02 -5.000000000E-01 5.500000000E-01 -9.020055E+02 + 4.166670000E-02 -4.583330000E-01 5.500000000E-01 -1.027700E+03 + 4.166670000E-02 -4.166670000E-01 5.500000000E-01 -1.161841E+03 + 4.166670000E-02 -3.750000000E-01 5.500000000E-01 -1.300004E+03 + 4.166670000E-02 -3.333330000E-01 5.500000000E-01 -1.435280E+03 + 4.166670000E-02 -2.916670000E-01 5.500000000E-01 -1.557970E+03 + 4.166670000E-02 -2.500000000E-01 5.500000000E-01 -1.655720E+03 + 4.166670000E-02 -2.083330000E-01 5.500000000E-01 -1.714316E+03 + 4.166670000E-02 -1.666670000E-01 5.500000000E-01 -1.719448E+03 + 4.166670000E-02 -1.250000000E-01 5.500000000E-01 -1.659416E+03 + 4.166670000E-02 -8.333330000E-02 5.500000000E-01 -1.528399E+03 + 4.166670000E-02 -4.166670000E-02 5.500000000E-01 -1.329234E+03 + 4.166670000E-02 0.000000000E+00 5.500000000E-01 -1.074365E+03 + 4.166670000E-02 4.166670000E-02 5.500000000E-01 -7.842856E+02 + 4.166670000E-02 8.333330000E-02 5.500000000E-01 -4.838447E+02 + 4.166670000E-02 1.250000000E-01 5.500000000E-01 -1.975002E+02 + 4.166670000E-02 1.666670000E-01 5.500000000E-01 5.505002E+01 + 4.166670000E-02 2.083330000E-01 5.500000000E-01 2.615022E+02 + 4.166670000E-02 2.500000000E-01 5.500000000E-01 4.173135E+02 + 4.166670000E-02 2.916670000E-01 5.500000000E-01 5.242448E+02 + 4.166670000E-02 3.333330000E-01 5.500000000E-01 5.882076E+02 + 4.166670000E-02 3.750000000E-01 5.500000000E-01 6.171524E+02 + 4.166670000E-02 4.166670000E-01 5.500000000E-01 6.194160E+02 + 4.166670000E-02 4.583330000E-01 5.500000000E-01 6.026655E+02 + 4.166670000E-02 5.000000000E-01 5.500000000E-01 5.733527E+02 + 8.333330000E-02 -5.000000000E-01 5.500000000E-01 -9.732772E+02 + 8.333330000E-02 -4.583330000E-01 5.500000000E-01 -1.109314E+03 + 8.333330000E-02 -4.166670000E-01 5.500000000E-01 -1.254929E+03 + 8.333330000E-02 -3.750000000E-01 5.500000000E-01 -1.405630E+03 + 8.333330000E-02 -3.333330000E-01 5.500000000E-01 -1.554349E+03 + 8.333330000E-02 -2.916670000E-01 5.500000000E-01 -1.691116E+03 + 8.333330000E-02 -2.500000000E-01 5.500000000E-01 -1.803178E+03 + 8.333330000E-02 -2.083330000E-01 5.500000000E-01 -1.875779E+03 + 8.333330000E-02 -1.666670000E-01 5.500000000E-01 -1.893927E+03 + 8.333330000E-02 -1.250000000E-01 5.500000000E-01 -1.845121E+03 + 8.333330000E-02 -8.333330000E-02 5.500000000E-01 -1.722641E+03 + 8.333330000E-02 -4.166670000E-02 5.500000000E-01 -1.528399E+03 + 8.333330000E-02 0.000000000E+00 5.500000000E-01 -1.274044E+03 + 8.333330000E-02 4.166670000E-02 5.500000000E-01 -9.795960E+02 + 8.333330000E-02 8.333330000E-02 5.500000000E-01 -6.699127E+02 + 8.333330000E-02 1.250000000E-01 5.500000000E-01 -3.700087E+02 + 8.333330000E-02 1.666670000E-01 5.500000000E-01 -1.006223E+02 + 8.333330000E-02 2.083330000E-01 5.500000000E-01 1.246108E+02 + 8.333330000E-02 2.500000000E-01 5.500000000E-01 2.997921E+02 + 8.333330000E-02 2.916670000E-01 5.500000000E-01 4.255242E+02 + 8.333330000E-02 3.333330000E-01 5.500000000E-01 5.068778E+02 + 8.333330000E-02 3.750000000E-01 5.500000000E-01 5.512986E+02 + 8.333330000E-02 4.166670000E-01 5.500000000E-01 5.669068E+02 + 8.333330000E-02 4.583330000E-01 5.500000000E-01 5.613715E+02 + 8.333330000E-02 5.000000000E-01 5.500000000E-01 5.412899E+02 + 1.250000000E-01 -5.000000000E-01 5.500000000E-01 -1.024210E+03 + 1.250000000E-01 -4.583330000E-01 5.500000000E-01 -1.165985E+03 + 1.250000000E-01 -4.166670000E-01 5.500000000E-01 -1.317665E+03 + 1.250000000E-01 -3.750000000E-01 5.500000000E-01 -1.474709E+03 + 1.250000000E-01 -3.333330000E-01 5.500000000E-01 -1.630013E+03 + 1.250000000E-01 -2.916670000E-01 5.500000000E-01 -1.773609E+03 + 1.250000000E-01 -2.500000000E-01 5.500000000E-01 -1.892790E+03 + 1.250000000E-01 -2.083330000E-01 5.500000000E-01 -1.972898E+03 + 1.250000000E-01 -1.666670000E-01 5.500000000E-01 -1.999050E+03 + 1.250000000E-01 -1.250000000E-01 5.500000000E-01 -1.958771E+03 + 1.250000000E-01 -8.333330000E-02 5.500000000E-01 -1.845121E+03 + 1.250000000E-01 -4.166670000E-02 5.500000000E-01 -1.659416E+03 + 1.250000000E-01 0.000000000E+00 5.500000000E-01 -1.412318E+03 + 1.250000000E-01 4.166670000E-02 5.500000000E-01 -1.122677E+03 + 1.250000000E-01 8.333330000E-02 5.500000000E-01 -8.143000E+02 + 1.250000000E-01 1.250000000E-01 5.500000000E-01 -5.115825E+02 + 1.250000000E-01 1.666670000E-01 5.500000000E-01 -2.352828E+02 + 1.250000000E-01 2.083330000E-01 5.500000000E-01 3.133342E-01 + 1.250000000E-01 2.500000000E-01 5.500000000E-01 1.882470E+02 + 1.250000000E-01 2.916670000E-01 5.500000000E-01 3.279459E+02 + 1.250000000E-01 3.333330000E-01 5.500000000E-01 4.234266E+02 + 1.250000000E-01 3.750000000E-01 5.500000000E-01 4.813258E+02 + 1.250000000E-01 4.166670000E-01 5.500000000E-01 5.092308E+02 + 1.250000000E-01 4.583330000E-01 5.500000000E-01 5.145281E+02 + 1.250000000E-01 5.000000000E-01 5.500000000E-01 5.037297E+02 + 1.666670000E-01 -5.000000000E-01 5.500000000E-01 -1.053680E+03 + 1.666670000E-01 -4.583330000E-01 5.500000000E-01 -1.196510E+03 + 1.666670000E-01 -4.166670000E-01 5.500000000E-01 -1.348798E+03 + 1.666670000E-01 -3.750000000E-01 5.500000000E-01 -1.505984E+03 + 1.666670000E-01 -3.333330000E-01 5.500000000E-01 -1.661061E+03 + 1.666670000E-01 -2.916670000E-01 5.500000000E-01 -1.804321E+03 + 1.666670000E-01 -2.500000000E-01 5.500000000E-01 -1.923531E+03 + 1.666670000E-01 -2.083330000E-01 5.500000000E-01 -2.004712E+03 + 1.666670000E-01 -1.666670000E-01 5.500000000E-01 -2.033794E+03 + 1.666670000E-01 -1.250000000E-01 5.500000000E-01 -1.999050E+03 + 1.666670000E-01 -8.333330000E-02 5.500000000E-01 -1.893927E+03 + 1.666670000E-01 -4.166670000E-02 5.500000000E-01 -1.719448E+03 + 1.666670000E-01 0.000000000E+00 5.500000000E-01 -1.485203E+03 + 1.666670000E-01 4.166670000E-02 5.500000000E-01 -1.208360E+03 + 1.666670000E-01 8.333330000E-02 5.500000000E-01 -9.108369E+02 + 1.666670000E-01 1.250000000E-01 5.500000000E-01 -6.154219E+02 + 1.666670000E-01 1.666670000E-01 5.500000000E-01 -3.419595E+02 + 1.666670000E-01 2.083330000E-01 5.500000000E-01 -1.046762E+02 + 1.666670000E-01 2.500000000E-01 5.500000000E-01 8.881283E+01 + 1.666670000E-01 2.916670000E-01 5.500000000E-01 2.368767E+02 + 1.666670000E-01 3.333330000E-01 5.500000000E-01 3.423827E+02 + 1.666670000E-01 3.750000000E-01 5.500000000E-01 4.109431E+02 + 1.666670000E-01 4.166670000E-01 5.500000000E-01 4.493508E+02 + 1.666670000E-01 4.583330000E-01 5.500000000E-01 4.644542E+02 + 1.666670000E-01 5.000000000E-01 5.500000000E-01 4.624569E+02 + 2.083330000E-01 -5.000000000E-01 5.500000000E-01 -1.062073E+03 + 2.083330000E-01 -4.583330000E-01 5.500000000E-01 -1.201637E+03 + 2.083330000E-01 -4.166670000E-01 5.500000000E-01 -1.349577E+03 + 2.083330000E-01 -3.750000000E-01 5.500000000E-01 -1.501366E+03 + 2.083330000E-01 -3.333330000E-01 5.500000000E-01 -1.650226E+03 + 2.083330000E-01 -2.916670000E-01 5.500000000E-01 -1.786955E+03 + 2.083330000E-01 -2.500000000E-01 5.500000000E-01 -1.900149E+03 + 2.083330000E-01 -2.083330000E-01 5.500000000E-01 -1.976976E+03 + 2.083330000E-01 -1.666670000E-01 5.500000000E-01 -2.004712E+03 + 2.083330000E-01 -1.250000000E-01 5.500000000E-01 -1.972898E+03 + 2.083330000E-01 -8.333330000E-02 5.500000000E-01 -1.875779E+03 + 2.083330000E-01 -4.166670000E-02 5.500000000E-01 -1.714316E+03 + 2.083330000E-01 0.000000000E+00 5.500000000E-01 -1.497004E+03 + 2.083330000E-01 4.166670000E-02 5.500000000E-01 -1.239032E+03 + 2.083330000E-01 8.333330000E-02 5.500000000E-01 -9.598952E+02 + 2.083330000E-01 1.250000000E-01 5.500000000E-01 -6.800979E+02 + 2.083330000E-01 1.666670000E-01 5.500000000E-01 -4.178600E+02 + 2.083330000E-01 2.083330000E-01 5.500000000E-01 -1.867276E+02 + 2.083330000E-01 2.500000000E-01 5.500000000E-01 5.466449E+00 + 2.083330000E-01 2.916670000E-01 5.500000000E-01 1.562561E+02 + 2.083330000E-01 3.333330000E-01 5.500000000E-01 2.673914E+02 + 2.083330000E-01 3.750000000E-01 5.500000000E-01 3.433596E+02 + 2.083330000E-01 4.166670000E-01 5.500000000E-01 3.899878E+02 + 2.083330000E-01 4.583330000E-01 5.500000000E-01 4.133901E+02 + 2.083330000E-01 5.000000000E-01 5.500000000E-01 4.192739E+02 + 2.500000000E-01 -5.000000000E-01 5.500000000E-01 -1.051072E+03 + 2.500000000E-01 -4.583330000E-01 5.500000000E-01 -1.183750E+03 + 2.500000000E-01 -4.166670000E-01 5.500000000E-01 -1.323288E+03 + 2.500000000E-01 -3.750000000E-01 5.500000000E-01 -1.465266E+03 + 2.500000000E-01 -3.333330000E-01 5.500000000E-01 -1.603269E+03 + 2.500000000E-01 -2.916670000E-01 5.500000000E-01 -1.728801E+03 + 2.500000000E-01 -2.500000000E-01 5.500000000E-01 -1.831551E+03 + 2.500000000E-01 -2.083330000E-01 5.500000000E-01 -1.900149E+03 + 2.500000000E-01 -1.666670000E-01 5.500000000E-01 -1.923531E+03 + 2.500000000E-01 -1.250000000E-01 5.500000000E-01 -1.892790E+03 + 2.500000000E-01 -8.333330000E-02 5.500000000E-01 -1.803178E+03 + 2.500000000E-01 -4.166670000E-02 5.500000000E-01 -1.655720E+03 + 2.500000000E-01 0.000000000E+00 5.500000000E-01 -1.457834E+03 + 2.500000000E-01 4.166670000E-02 5.500000000E-01 -1.222630E+03 + 2.500000000E-01 8.333330000E-02 5.500000000E-01 -9.669552E+02 + 2.500000000E-01 1.250000000E-01 5.500000000E-01 -7.086786E+02 + 2.500000000E-01 1.666670000E-01 5.500000000E-01 -4.639656E+02 + 2.500000000E-01 2.083330000E-01 5.500000000E-01 -2.452270E+02 + 2.500000000E-01 2.500000000E-01 5.500000000E-01 -6.011465E+01 + 2.500000000E-01 2.916670000E-01 5.500000000E-01 8.834796E+01 + 2.500000000E-01 3.333330000E-01 5.500000000E-01 2.009307E+02 + 2.500000000E-01 3.750000000E-01 5.500000000E-01 2.810098E+02 + 2.500000000E-01 4.166670000E-01 5.500000000E-01 3.333759E+02 + 2.500000000E-01 4.583330000E-01 5.500000000E-01 3.632921E+02 + 2.500000000E-01 5.000000000E-01 5.500000000E-01 3.758360E+02 + 2.916670000E-01 -5.000000000E-01 5.500000000E-01 -1.023319E+03 + 2.916670000E-01 -4.583330000E-01 5.500000000E-01 -1.146384E+03 + 2.916670000E-01 -4.166670000E-01 5.500000000E-01 -1.274584E+03 + 2.916670000E-01 -3.750000000E-01 5.500000000E-01 -1.403687E+03 + 2.916670000E-01 -3.333330000E-01 5.500000000E-01 -1.527757E+03 + 2.916670000E-01 -2.916670000E-01 5.500000000E-01 -1.639146E+03 + 2.916670000E-01 -2.500000000E-01 5.500000000E-01 -1.728801E+03 + 2.916670000E-01 -2.083330000E-01 5.500000000E-01 -1.786955E+03 + 2.916670000E-01 -1.666670000E-01 5.500000000E-01 -1.804321E+03 + 2.916670000E-01 -1.250000000E-01 5.500000000E-01 -1.773609E+03 + 2.916670000E-01 -8.333330000E-02 5.500000000E-01 -1.691116E+03 + 2.916670000E-01 -4.166670000E-02 5.500000000E-01 -1.557970E+03 + 2.916670000E-01 0.000000000E+00 5.500000000E-01 -1.380567E+03 + 2.916670000E-01 4.166670000E-02 5.500000000E-01 -1.169994E+03 + 2.916670000E-01 8.333330000E-02 5.500000000E-01 -9.404575E+02 + 2.916670000E-01 1.250000000E-01 5.500000000E-01 -7.071303E+02 + 2.916670000E-01 1.666670000E-01 5.500000000E-01 -4.839507E+02 + 2.916670000E-01 2.083330000E-01 5.500000000E-01 -2.819276E+02 + 2.916670000E-01 2.500000000E-01 5.500000000E-01 -1.082258E+02 + 2.916670000E-01 2.916670000E-01 5.500000000E-01 3.385111E+01 + 2.916670000E-01 3.333330000E-01 5.500000000E-01 1.442910E+02 + 2.916670000E-01 3.750000000E-01 5.500000000E-01 2.254638E+02 + 2.916670000E-01 4.166670000E-01 5.500000000E-01 2.811460E+02 + 2.916670000E-01 4.583330000E-01 5.500000000E-01 3.157134E+02 + 2.916670000E-01 5.000000000E-01 5.500000000E-01 3.335430E+02 + 3.333330000E-01 -5.000000000E-01 5.500000000E-01 -9.820190E+02 + 3.333330000E-01 -4.583330000E-01 5.500000000E-01 -1.093695E+03 + 3.333330000E-01 -4.166670000E-01 5.500000000E-01 -1.208768E+03 + 3.333330000E-01 -3.750000000E-01 5.500000000E-01 -1.323273E+03 + 3.333330000E-01 -3.333330000E-01 5.500000000E-01 -1.431842E+03 + 3.333330000E-01 -2.916670000E-01 5.500000000E-01 -1.527757E+03 + 3.333330000E-01 -2.500000000E-01 5.500000000E-01 -1.603269E+03 + 3.333330000E-01 -2.083330000E-01 5.500000000E-01 -1.650226E+03 + 3.333330000E-01 -1.666670000E-01 5.500000000E-01 -1.661061E+03 + 3.333330000E-01 -1.250000000E-01 5.500000000E-01 -1.630013E+03 + 3.333330000E-01 -8.333330000E-02 5.500000000E-01 -1.554349E+03 + 3.333330000E-01 -4.166670000E-02 5.500000000E-01 -1.435280E+03 + 3.333330000E-01 0.000000000E+00 5.500000000E-01 -1.278261E+03 + 3.333330000E-01 4.166670000E-02 5.500000000E-01 -1.092510E+03 + 3.333330000E-01 8.333330000E-02 5.500000000E-01 -8.897772E+02 + 3.333330000E-01 1.250000000E-01 5.500000000E-01 -6.826713E+02 + 3.333330000E-01 1.666670000E-01 5.500000000E-01 -4.829339E+02 + 3.333330000E-01 2.083330000E-01 5.500000000E-01 -3.000746E+02 + 3.333330000E-01 2.500000000E-01 5.500000000E-01 -1.405745E+02 + 3.333330000E-01 2.916670000E-01 5.500000000E-01 -7.781858E+00 + 3.333330000E-01 3.333330000E-01 5.500000000E-01 9.772515E+01 + 3.333330000E-01 3.750000000E-01 5.500000000E-01 1.774689E+02 + 3.333330000E-01 4.166670000E-01 5.500000000E-01 2.343043E+02 + 3.333330000E-01 4.583330000E-01 5.500000000E-01 2.717511E+02 + 3.333330000E-01 5.000000000E-01 5.500000000E-01 2.934733E+02 + 3.750000000E-01 -5.000000000E-01 5.500000000E-01 -9.305613E+02 + 3.750000000E-01 -4.583330000E-01 5.500000000E-01 -1.029956E+03 + 3.750000000E-01 -4.166670000E-01 5.500000000E-01 -1.131147E+03 + 3.750000000E-01 -3.750000000E-01 5.500000000E-01 -1.230503E+03 + 3.750000000E-01 -3.333330000E-01 5.500000000E-01 -1.323273E+03 + 3.750000000E-01 -2.916670000E-01 5.500000000E-01 -1.403687E+03 + 3.750000000E-01 -2.500000000E-01 5.500000000E-01 -1.465266E+03 + 3.750000000E-01 -2.083330000E-01 5.500000000E-01 -1.501366E+03 + 3.750000000E-01 -1.666670000E-01 5.500000000E-01 -1.505984E+03 + 3.750000000E-01 -1.250000000E-01 5.500000000E-01 -1.474709E+03 + 3.750000000E-01 -8.333330000E-02 5.500000000E-01 -1.405630E+03 + 3.750000000E-01 -4.166670000E-02 5.500000000E-01 -1.300004E+03 + 3.750000000E-01 0.000000000E+00 5.500000000E-01 -1.162437E+03 + 3.750000000E-01 4.166670000E-02 5.500000000E-01 -1.000488E+03 + 3.750000000E-01 8.333330000E-02 5.500000000E-01 -8.237273E+02 + 3.750000000E-01 1.250000000E-01 5.500000000E-01 -6.424575E+02 + 3.750000000E-01 1.666670000E-01 5.500000000E-01 -4.663861E+02 + 3.750000000E-01 2.083330000E-01 5.500000000E-01 -3.035530E+02 + 3.750000000E-01 2.500000000E-01 5.500000000E-01 -1.596604E+02 + 3.750000000E-01 2.916670000E-01 5.500000000E-01 -3.792517E+01 + 3.750000000E-01 3.333330000E-01 5.500000000E-01 6.070809E+01 + 3.750000000E-01 3.750000000E-01 5.500000000E-01 1.370930E+02 + 3.750000000E-01 4.166670000E-01 5.500000000E-01 1.932949E+02 + 3.750000000E-01 4.583330000E-01 5.500000000E-01 2.320584E+02 + 3.750000000E-01 5.000000000E-01 5.500000000E-01 2.563686E+02 + 4.166670000E-01 -5.000000000E-01 5.500000000E-01 -8.722184E+02 + 4.166670000E-01 -4.583330000E-01 5.500000000E-01 -9.591841E+02 + 4.166670000E-01 -4.166670000E-01 5.500000000E-01 -1.046580E+03 + 4.166670000E-01 -3.750000000E-01 5.500000000E-01 -1.131147E+03 + 4.166670000E-01 -3.333330000E-01 5.500000000E-01 -1.208768E+03 + 4.166670000E-01 -2.916670000E-01 5.500000000E-01 -1.274584E+03 + 4.166670000E-01 -2.500000000E-01 5.500000000E-01 -1.323288E+03 + 4.166670000E-01 -2.083330000E-01 5.500000000E-01 -1.349577E+03 + 4.166670000E-01 -1.666670000E-01 5.500000000E-01 -1.348798E+03 + 4.166670000E-01 -1.250000000E-01 5.500000000E-01 -1.317665E+03 + 4.166670000E-01 -8.333330000E-02 5.500000000E-01 -1.254929E+03 + 4.166670000E-01 -4.166670000E-02 5.500000000E-01 -1.161841E+03 + 4.166670000E-01 0.000000000E+00 5.500000000E-01 -1.042257E+03 + 4.166670000E-01 4.166670000E-02 5.500000000E-01 -9.023120E+02 + 4.166670000E-01 8.333330000E-02 5.500000000E-01 -7.497117E+02 + 4.166670000E-01 1.250000000E-01 5.500000000E-01 -5.927629E+02 + 4.166670000E-01 1.666670000E-01 5.500000000E-01 -4.393757E+02 + 4.166670000E-01 2.083330000E-01 5.500000000E-01 -2.962328E+02 + 4.166670000E-01 2.500000000E-01 5.500000000E-01 -1.682414E+02 + 4.166670000E-01 2.916670000E-01 5.500000000E-01 -5.837249E+01 + 4.166670000E-01 3.333330000E-01 5.500000000E-01 3.222871E+01 + 4.166670000E-01 3.750000000E-01 5.500000000E-01 1.039189E+02 + 4.166670000E-01 4.166670000E-01 5.500000000E-01 1.581213E+02 + 4.166670000E-01 4.583330000E-01 5.500000000E-01 1.969125E+02 + 4.166670000E-01 5.000000000E-01 5.500000000E-01 2.226649E+02 + 4.583330000E-01 -5.000000000E-01 5.500000000E-01 -8.099267E+02 + 4.583330000E-01 -4.583330000E-01 5.500000000E-01 -8.848866E+02 + 4.583330000E-01 -4.166670000E-01 5.500000000E-01 -9.591841E+02 + 4.583330000E-01 -3.750000000E-01 5.500000000E-01 -1.029956E+03 + 4.583330000E-01 -3.333330000E-01 5.500000000E-01 -1.093695E+03 + 4.583330000E-01 -2.916670000E-01 5.500000000E-01 -1.146384E+03 + 4.583330000E-01 -2.500000000E-01 5.500000000E-01 -1.183750E+03 + 4.583330000E-01 -2.083330000E-01 5.500000000E-01 -1.201637E+03 + 4.583330000E-01 -1.666670000E-01 5.500000000E-01 -1.196510E+03 + 4.583330000E-01 -1.250000000E-01 5.500000000E-01 -1.165985E+03 + 4.583330000E-01 -8.333330000E-02 5.500000000E-01 -1.109314E+03 + 4.583330000E-01 -4.166670000E-02 5.500000000E-01 -1.027700E+03 + 4.583330000E-01 0.000000000E+00 5.500000000E-01 -9.243473E+02 + 4.583330000E-01 4.166670000E-02 5.500000000E-01 -8.041995E+02 + 4.583330000E-01 8.333330000E-02 5.500000000E-01 -6.734053E+02 + 4.583330000E-01 1.250000000E-01 5.500000000E-01 -5.386001E+02 + 4.583330000E-01 1.666670000E-01 5.500000000E-01 -4.061587E+02 + 4.583330000E-01 2.083330000E-01 5.500000000E-01 -2.815633E+02 + 4.583330000E-01 2.500000000E-01 5.500000000E-01 -1.689640E+02 + 4.583330000E-01 2.916670000E-01 5.500000000E-01 -7.102407E+01 + 4.583330000E-01 3.333330000E-01 5.500000000E-01 1.103644E+01 + 4.583330000E-01 3.750000000E-01 5.500000000E-01 7.722713E+01 + 4.583330000E-01 4.166670000E-01 5.500000000E-01 1.284713E+02 + 4.583330000E-01 4.583330000E-01 5.500000000E-01 1.662941E+02 + 4.583330000E-01 5.000000000E-01 5.500000000E-01 1.925379E+02 + 5.000000000E-01 -5.000000000E-01 5.500000000E-01 -7.461582E+02 + 5.000000000E-01 -4.583330000E-01 5.500000000E-01 -8.099267E+02 + 5.000000000E-01 -4.166670000E-01 5.500000000E-01 -8.722184E+02 + 5.000000000E-01 -3.750000000E-01 5.500000000E-01 -9.305613E+02 + 5.000000000E-01 -3.333330000E-01 5.500000000E-01 -9.820190E+02 + 5.000000000E-01 -2.916670000E-01 5.500000000E-01 -1.023319E+03 + 5.000000000E-01 -2.500000000E-01 5.500000000E-01 -1.051072E+03 + 5.000000000E-01 -2.083330000E-01 5.500000000E-01 -1.062073E+03 + 5.000000000E-01 -1.666670000E-01 5.500000000E-01 -1.053680E+03 + 5.000000000E-01 -1.250000000E-01 5.500000000E-01 -1.024210E+03 + 5.000000000E-01 -8.333330000E-02 5.500000000E-01 -9.732772E+02 + 5.000000000E-01 -4.166670000E-02 5.500000000E-01 -9.020055E+02 + 5.000000000E-01 0.000000000E+00 5.500000000E-01 -8.130400E+02 + 5.000000000E-01 4.166670000E-02 5.500000000E-01 -7.103443E+02 + 5.000000000E-01 8.333330000E-02 5.500000000E-01 -5.987970E+02 + 5.000000000E-01 1.250000000E-01 5.500000000E-01 -4.836628E+02 + 5.000000000E-01 1.666670000E-01 5.500000000E-01 -3.700392E+02 + 5.000000000E-01 2.083330000E-01 5.500000000E-01 -2.623794E+02 + 5.000000000E-01 2.500000000E-01 5.500000000E-01 -1.641466E+02 + 5.000000000E-01 2.916670000E-01 5.500000000E-01 -7.767438E+01 + 5.000000000E-01 3.333330000E-01 5.500000000E-01 -4.169920E+00 + 5.000000000E-01 3.750000000E-01 5.500000000E-01 5.615031E+01 + 5.000000000E-01 4.166670000E-01 5.500000000E-01 1.038361E+02 + 5.000000000E-01 4.583330000E-01 5.500000000E-01 1.399730E+02 + 5.000000000E-01 5.000000000E-01 5.500000000E-01 1.659610E+02 diff --git a/simpegPF/notebooks/model.png b/simpegPF/Dev/model.png similarity index 100% rename from simpegPF/notebooks/model.png rename to simpegPF/Dev/model.png diff --git a/simpegPF/Dev/nullcell.dat b/simpegPF/Dev/nullcell.dat new file mode 100644 index 00000000..e99eb1d1 --- /dev/null +++ b/simpegPF/Dev/nullcell.dat @@ -0,0 +1,27 @@ + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 + 1.0000000e+00 diff --git a/simpegPF/notebooks/obspred.png b/simpegPF/Dev/obspred.png similarity index 100% rename from simpegPF/notebooks/obspred.png rename to simpegPF/Dev/obspred.png diff --git a/simpegPF/Dev/test.out b/simpegPF/Dev/test.out new file mode 100644 index 00000000..d015c5b4 --- /dev/null +++ b/simpegPF/Dev/test.out @@ -0,0 +1,3 @@ +0.000000000000000000e+00 1.000000000000000000e+00 2.000000000000000000e+00 3.000000000000000000e+00 4.000000000000000000e+00 +0.000000000000000000e+00 1.000000000000000000e+00 2.000000000000000000e+00 3.000000000000000000e+00 4.000000000000000000e+00 +0.000000000000000000e+00 1.000000000000000000e+00 2.000000000000000000e+00 3.000000000000000000e+00 4.000000000000000000e+00 diff --git a/simpegPF/Dev/wr.dat b/simpegPF/Dev/wr.dat new file mode 100644 index 00000000..9dfee455 --- /dev/null +++ b/simpegPF/Dev/wr.dat @@ -0,0 +1,14136 @@ +3.820040172233996056e-02 +3.795160966246424045e-02 +3.754939348310713104e-02 +3.701060439183525425e-02 +3.635573770346933048e-02 +3.560680053764900960e-02 +3.478549800665340502e-02 +3.391193288129652067e-02 +3.300384046245695424e-02 +3.207627135814167252e-02 +3.114159368963378624e-02 +3.020969126231626625e-02 +4.525990252746146109e-02 +4.486046842539161833e-02 +4.422197585367873551e-02 +4.338002887501488797e-02 +4.237590967536417758e-02 +4.125140194187357917e-02 +4.004501847334567682e-02 +3.878987970795478440e-02 +3.751297628324164884e-02 +3.623535724095139354e-02 +3.497281539918102589e-02 +3.373676076077154751e-02 +5.115712857778839662e-02 +5.059613957957207614e-02 +4.970838869978301544e-02 +4.855381101582370573e-02 +4.719916288066727111e-02 +4.570872427501053437e-02 +4.413843041451719074e-02 +4.253341048892169546e-02 +4.092795946918683508e-02 +3.934683164681022915e-02 +3.780701869948886740e-02 +3.631952126778967282e-02 +5.560413207657735613e-02 +5.490146657555738940e-02 +5.379786277049259519e-02 +5.237715903418571628e-02 +5.073006013280188797e-02 +4.894079205965223833e-02 +4.707961341908419028e-02 +4.520057446810039903e-02 +4.334260797258421977e-02 +4.153212012818536386e-02 +3.978587867769924069e-02 +3.811360042806646864e-02 +5.874836895745004506e-02 +5.793861031026349695e-02 +5.667299916361046713e-02 +5.505444282831659791e-02 +5.319225614162630122e-02 +5.118563548403973901e-02 +4.911511631064911093e-02 +4.704076124784442592e-02 +4.500430440781735125e-02 +4.303283183257734096e-02 +4.114253792063576193e-02 +3.934191436113032569e-02 +6.121842419538411212e-02 +6.032423522132891042e-02 +5.893111593290333017e-02 +5.715716748894683619e-02 +5.512641653806856640e-02 +5.294977777226281268e-02 +5.071573683249013670e-02 +4.848893941324244200e-02 +4.631320481623623503e-02 +4.421607743421631515e-02 +4.221326321773887641e-02 +4.031228184835509293e-02 +6.344436435123984586e-02 +6.247767103695327923e-02 +6.097468265726938008e-02 +5.906621182759346639e-02 +5.688872040478049757e-02 +5.456316960976217989e-02 +5.218499751315881785e-02 +4.982298284196021165e-02 +4.752294599792562108e-02 +4.531301341139757494e-02 +4.320862352597790862e-02 +4.121657513583167759e-02 +6.537793335334367295e-02 +6.435403850586474128e-02 +6.276368435267298818e-02 +6.074709877810462871e-02 +5.845020524841956777e-02 +5.600188534701111553e-02 +5.350331778024919327e-02 +5.102692291746720871e-02 +4.862049392281602572e-02 +4.631295943291732081e-02 +4.411981516706875439e-02 +4.204748519791432632e-02 +6.700167051362863890e-02 +6.593646062085677106e-02 +6.428219563987508378e-02 +6.218515813249794744e-02 +5.979765129799560763e-02 +5.725422649192068308e-02 +5.466048301939366305e-02 +5.209191737209815931e-02 +4.959822847252349370e-02 +4.720935613950909271e-02 +4.494118435229982333e-02 +4.280012386667784302e-02 +6.832643582411904171e-02 +6.723401763901286354e-02 +6.553688507564166266e-02 +6.338455512132810943e-02 +6.093302432422618986e-02 +5.832044879355895856e-02 +5.565554536101685601e-02 +5.301624613993114604e-02 +5.045398476570149560e-02 +4.799982347223807899e-02 +4.567028758283077361e-02 +4.347207933646653200e-02 +6.938260207582455652e-02 +6.827403150364792783e-02 +6.655077185906745074e-02 +6.436356812390311988e-02 +6.187009029812053085e-02 +5.921042958794336952e-02 +5.649525894076919824e-02 +5.380427848175140665e-02 +5.119037649060956957e-02 +4.868571783881429915e-02 +4.630760077654577644e-02 +4.406322376592786833e-02 +7.020974963328706353e-02 +6.909283251477511822e-02 +6.735548767667648429e-02 +6.514846928192295772e-02 +6.262979984431872593e-02 +5.994030955046493470e-02 +5.719169716377615204e-02 +5.446480866818122213e-02 +5.181364251038115404e-02 +4.927133424867681522e-02 +4.685596588583712530e-02 +4.457532726302793763e-02 +7.084845424953412074e-02 +6.972820719014898028e-02 +6.798469210185882627e-02 +6.576805792805134887e-02 +6.323593930421582410e-02 +6.052915134292884830e-02 +5.775975261842269254e-02 +5.500921965207258846e-02 +5.233231347721924165e-02 +4.976294366154860455e-02 +4.731989681109598916e-02 +4.501155648927643999e-02 +7.133534964752380469e-02 +7.021469224506123041e-02 +6.846974681062718837e-02 +6.624983665925600340e-02 +6.371187958464930023e-02 +6.099627216046279998e-02 +5.821501324482468431e-02 +5.544983127514872129e-02 +5.275594882066991093e-02 +5.016783810291149115e-02 +4.770486225401428942e-02 +4.537593771992178698e-02 +7.170098042495624824e-02 +7.058139164146197408e-02 +6.883752359077102700e-02 +6.661787757763366902e-02 +6.407858266033382433e-02 +6.135945908316838698e-02 +5.857222554777521961e-02 +5.579861924814664281e-02 +5.309409589987244132e-02 +5.049350101069607910e-02 +4.801663342244249372e-02 +4.567284879514375145e-02 +7.196942016941422493e-02 +7.085145224266818642e-02 +6.910969966032391720e-02 +6.689195603936590184e-02 +6.435363300566902811e-02 +6.163397200342619203e-02 +5.884433514175203134e-02 +5.606633985937833214e-02 +5.335552382097614316e-02 +5.074695736786649647e-02 +4.826074574930724198e-02 +4.590658109047269370e-02 +7.215875538141899859e-02 +7.104239478119732387e-02 +6.930287722791543537e-02 +6.708744813608266688e-02 +6.455094346730722021e-02 +6.183211282191185265e-02 +5.904198043317669675e-02 +5.626200206105566592e-02 +5.354771396523449328e-02 +5.093430785933752286e-02 +4.844208931564641940e-02 +4.608098974904666079e-02 +7.228185024286629123e-02 +7.116675463535676593e-02 +6.942904521344429869e-02 +6.721559100557608635e-02 +6.468082354900327180e-02 +6.196313442902146723e-02 +5.917328666254037528e-02 +5.639259184277484183e-02 +5.367655363556868980e-02 +5.106042111365640540e-02 +4.856461913481216475e-02 +4.619923305340481456e-02 +7.234707665573274216e-02 +7.123272492700143121e-02 +6.949609300550253776e-02 +6.728384456922877066e-02 +6.475018747307888234e-02 +6.203331119073957761e-02 +5.924382635328499097e-02 +5.646295457175392468e-02 +5.374617080227855198e-02 +5.112874634851318628e-02 +4.863116473241169829e-02 +4.626359165250065741e-02 +7.235886399422504500e-02 +7.124465227287189728e-02 +6.950822414989926701e-02 +6.729620577825534689e-02 +6.476276390944710193e-02 +6.204605057031328114e-02 +5.925664779321855591e-02 +5.647575987688734783e-02 +5.375885568671798231e-02 +5.114120988374379340e-02 +4.864331620797871653e-02 +4.627535475345451177e-02 +7.231801180106876836e-02 +7.120332217665772956e-02 +6.946619967260138362e-02 +6.725339995712729946e-02 +6.471923134940389677e-02 +6.200197445074116104e-02 +5.921230901636451160e-02 +5.643149795904911503e-02 +5.371503005876887560e-02 +5.109816746316643565e-02 +4.860136798537672415e-02 +4.623476165751146116e-02 +7.222174775830095261e-02 +7.110601218250373057e-02 +6.936738376667346551e-02 +6.715291718801758014e-02 +6.461724437077023819e-02 +6.189893551165273622e-02 +5.910888540285349352e-02 +5.632848009784529458e-02 +5.361324255847536163e-02 +5.099839622546280954e-02 +4.850430899687067920e-02 +4.614099136132791823e-02 +7.206352865660153872e-02 +7.094630969772972029e-02 +6.920558767769208197e-02 +6.698888856473954323e-02 +6.445134496624485565e-02 +6.173196267868659437e-02 +5.894194526255981670e-02 +5.616283844751219362e-02 +5.345018606492549923e-02 +5.083912331346550351e-02 +4.834985717072346617e-02 +4.599219882212266658e-02 +7.183259344945534808e-02 +7.071370633019982699e-02 +6.897072722693843583e-02 +6.675182106068225374e-02 +6.421277973570672926e-02 +6.149315675257541192e-02 +5.870451310471884454e-02 +5.592854215328581929e-02 +5.322075082402792645e-02 +5.061610143929928807e-02 +4.813454547910801101e-02 +4.578560263054017032e-02 +7.151330315626563960e-02 +7.039300912492731099e-02 +6.864834129032013066e-02 +6.642824398089453020e-02 +6.388927825289303364e-02 +6.117158973858850129e-02 +5.838706864140267433e-02 +5.561746995629196499e-02 +5.291814472065856090e-02 +5.032375436797740381e-02 +4.785387524849955138e-02 +4.551763403858834905e-02 +7.108436508976057056e-02 +6.996367205174429393e-02 +6.821908045940050513e-02 +6.600037831104454966e-02 +6.346489983285029390e-02 +6.075330467713374594e-02 +5.797766327819103144e-02 +5.521960395468995114e-02 +5.253412866915047746e-02 +4.995542566985664706e-02 +4.750255832985438020e-02 +4.518416015323741680e-02 +7.051816850794272173e-02 +6.939927402353708585e-02 +6.765838626276174383e-02 +6.544603491289263664e-02 +6.292013099509748131e-02 +6.022156779785853287e-02 +5.746227280766343093e-02 +5.472343164238693825e-02 +5.205942704259279574e-02 +4.950376914204974305e-02 +4.707487068640681810e-02 +4.478079292464279271e-02 +6.978068384222978204e-02 +6.866757324304484378e-02 +6.693675196901111013e-02 +6.473907876702685027e-02 +6.223250726542995520e-02 +5.955758112007919491e-02 +5.682553431977556413e-02 +5.411665433501958167e-02 +5.148437322411513611e-02 +4.896131410577871795e-02 +4.656513288246209165e-02 +4.430328851511053379e-02 +6.883268717944864001e-02 +6.773183186900735842e-02 +6.602115645360390195e-02 +6.385092855855439842e-02 +6.137810445068708765e-02 +5.874188968697404561e-02 +5.605201272395660822e-02 +5.338728288705775482e-02 +5.079982830702391150e-02 +4.832121746198093232e-02 +4.596831488614596534e-02 +4.374802747431098815e-02 +6.763332734746316244e-02 +6.655429469442604440e-02 +6.487836749065928332e-02 +6.275358647745835072e-02 +6.033421272428347165e-02 +5.775665500151581228e-02 +5.512807093646278356e-02 +5.252513550715318807e-02 +4.999835652946055947e-02 +4.757817288071816697e-02 +4.528073262296880563e-02 +4.311254533431065072e-02 +6.614688274695092185e-02 +6.510249280003120587e-02 +6.348055704030096391e-02 +6.142442209318975388e-02 +5.908324943326311030e-02 +5.658874579535501381e-02 +5.404424455202158639e-02 +5.152362536435590307e-02 +4.907555262991472600e-02 +4.672938852667377074e-02 +4.450076562417103893e-02 +4.239605925533270619e-02 +6.435242296511568816e-02 +6.335799554623199048e-02 +6.181275974493002229e-02 +5.985219400018070707e-02 +5.761740608146904974e-02 +5.523319981800742934e-02 +5.279775569886650810e-02 +5.038155583781017688e-02 +4.803131208263962393e-02 +4.577548279147478777e-02 +4.362948932931344503e-02 +4.159991622759227209e-02 +6.225387286437010503e-02 +6.132531690754544629e-02 +5.988019582900757504e-02 +5.804270360092117498e-02 +5.594279917985615913e-02 +5.369615945104078830e-02 +5.139453713649646399e-02 +4.910449514728555676e-02 +4.687075822251755841e-02 +4.472110920609005669e-02 +4.267109796797369237e-02 +4.072788127922849499e-02 +5.988589236445086839e-02 +5.903698176183035801e-02 +5.771226235868796156e-02 +5.602170660235460814e-02 +5.408146551741759012e-02 +5.199617468819325850e-02 +4.985005315645437557e-02 +4.770528015466571348e-02 +4.560454547775941170e-02 +4.357513613973958144e-02 +4.163300953429675821e-02 +3.978619781574745801e-02 +5.681018572657797056e-02 +5.606659019363922913e-02 +5.490103096106897090e-02 +5.340460375583817865e-02 +5.167511367041251885e-02 +4.980251691047000301e-02 +4.786102189392955203e-02 +4.590700249525215410e-02 +4.398048464231549270e-02 +4.210815070932338172e-02 +4.030655935679343382e-02 +3.858496408971352071e-02 +5.237540119024588353e-02 +5.177635459317461025e-02 +5.083050774856169574e-02 +4.960411522781411897e-02 +4.817030952553633810e-02 +4.659873117797827535e-02 +4.494921191616720740e-02 +4.326934836803115331e-02 +4.159475349661580224e-02 +3.995068635014494690e-02 +3.835412387371638088e-02 +3.681575212067106362e-02 +4.638991904860878535e-02 +4.596095092131808474e-02 +4.527672189294094929e-02 +4.437711998911043898e-02 +4.330797341084413610e-02 +4.211515061695998013e-02 +4.084039638935345329e-02 +3.951911986761002388e-02 +3.817975691800215565e-02 +3.684413880357436527e-02 +3.552836568699247605e-02 +3.424384034893963868e-02 +3.913702774934114947e-02 +3.886991576585436398e-02 +3.843880265724793077e-02 +3.786264904909061868e-02 +3.716434164514372668e-02 +3.636822687233846191e-02 +3.549806316058998906e-02 +3.457560316416377622e-02 +3.361980687891368696e-02 +3.264656344756805550e-02 +3.166876093485687660e-02 +3.069655810915098565e-02 +4.549602546426350508e-02 +4.508758356538225542e-02 +4.443512209223021703e-02 +4.357552924753912982e-02 +4.255145309496399103e-02 +4.140591075741443389e-02 +4.017840095102822445e-02 +3.890275639987465089e-02 +3.760643549468386387e-02 +3.631076212054201724e-02 +3.503166403132981083e-02 +3.378059084951060692e-02 +5.683095428735009114e-02 +5.606190208044508488e-02 +5.486039425990475032e-02 +5.332399905892559744e-02 +5.155559522062368172e-02 +4.964808684360823982e-02 +4.767687502261149651e-02 +4.569847674639995749e-02 +4.375257647507261455e-02 +4.186534885345971624e-02 +4.005281827440202586e-02 +3.832372637552808325e-02 +6.753410100231906077e-02 +6.628096059943811014e-02 +6.436810962541561487e-02 +6.199487430730930837e-02 +5.935325984090727286e-02 +5.659876628212894695e-02 +5.384291835734715537e-02 +5.115835113284450397e-02 +4.858809529669878141e-02 +4.615455482419408839e-02 +4.386660485670560577e-02 +4.172468045404800069e-02 +7.644330709802071855e-02 +7.467788215899726079e-02 +7.203568712045368971e-02 +6.883883101481232114e-02 +6.537547803582201278e-02 +6.185855249325183242e-02 +5.842494031355988798e-02 +5.515240094147724065e-02 +5.207861261187677476e-02 +4.921631480414395687e-02 +4.656373351467051752e-02 +4.411124057885978250e-02 +8.310986882325119285e-02 +8.090665480247771768e-02 +7.765494426766933467e-02 +7.378895823609456228e-02 +6.967761737420465062e-02 +6.557610879190105269e-02 +6.163540483556433081e-02 +5.793181807053107008e-02 +5.449488851496207126e-02 +5.132735373766465770e-02 +4.841779323995921286e-02 +4.574812009818281927e-02 +8.839341573106032635e-02 +8.583054275009344147e-02 +8.208271242600546913e-02 +7.767811050828911379e-02 +7.305077406668160356e-02 +6.848793196264761629e-02 +6.414970306265609101e-02 +6.010968699242733720e-02 +5.639003926447398035e-02 +5.298511931644635936e-02 +4.987570512630468827e-02 +4.703700526076372290e-02 +9.297330364724273877e-02 +9.011799669837304572e-02 +8.596350770303443078e-02 +8.111279192687716189e-02 +7.605313313017637855e-02 +7.109924011050128279e-02 +6.642025223233669062e-02 +6.208881493400476848e-02 +5.812190497062395128e-02 +5.450754303738911816e-02 +5.122039248813689549e-02 +4.823028499186432505e-02 +9.665715403034140507e-02 +9.360175027272832349e-02 +8.916217065683663956e-02 +8.398908843250826872e-02 +7.860694600850703928e-02 +7.335242677444313297e-02 +6.840429563202442276e-02 +6.383719679677946068e-02 +5.966623800933724270e-02 +5.587600039630770399e-02 +5.243734328320882876e-02 +4.931648830649563303e-02 +9.943890035628666357e-02 +9.626991480782584598e-02 +9.166134398742548095e-02 +8.628677803234764687e-02 +8.069182659239543254e-02 +7.522867761886557758e-02 +7.008534354876280736e-02 +6.534078559140839293e-02 +6.101123822296335153e-02 +5.708062785458440508e-02 +5.351830786115658461e-02 +5.028868777460038936e-02 +1.014476319853539893e-01 +9.822734725158049907e-02 +9.353654610690159688e-02 +8.805508147565720145e-02 +8.233727598990667196e-02 +7.674428050526441170e-02 +7.147144288560572378e-02 +6.660273009821389423e-02 +6.215725273628514708e-02 +5.812023525391039891e-02 +5.446130350641753548e-02 +5.114453928780093861e-02 +1.028608997467535813e-01 +9.962592369662995329e-02 +9.490656783782715211e-02 +8.938052622375519674e-02 +8.360311799754294171e-02 +7.793912104182595946e-02 +7.258850701279861983e-02 +6.763950860497422446e-02 +6.311451620010262442e-02 +5.900096726273328096e-02 +5.526980858621724502e-02 +5.188578820067058645e-02 +1.038437489538219377e-01 +1.006120800692335698e-01 +9.589240298137882701e-02 +9.035731473319771889e-02 +8.455941472324324248e-02 +7.886362432899127195e-02 +7.347202047760066634e-02 +6.847570687856749383e-02 +6.389986059838453913e-02 +5.973421488082877873e-02 +5.595142138756229594e-02 +5.251739586984674468e-02 +1.045253648701851557e-01 +1.013040680028712559e-01 +9.659641052356218727e-02 +9.106971058982947509e-02 +8.527268154746157902e-02 +7.956860362677706244e-02 +7.415987125263893975e-02 +6.913908463873635890e-02 +6.453336275574214631e-02 +6.033434570123814150e-02 +5.651631950365905432e-02 +5.304648697158600990e-02 +1.049984205668013509e-01 +1.017889885512033854e-01 +9.709703595155338984e-02 +9.158546083482987932e-02 +8.579921986048168192e-02 +8.009934054059732189e-02 +7.468753011128770325e-02 +6.965686245856690662e-02 +6.503558115924973348e-02 +6.081668813780001515e-02 +5.697580389280156726e-02 +5.348130138863958771e-02 +1.053264783637216234e-01 +1.021278994866141182e-01 +9.745111790290843234e-02 +9.195567913223302858e-02 +8.618342064141555625e-02 +8.049316397230911468e-02 +7.508552197276810447e-02 +7.005342749027408666e-02 +6.542563156065993313e-02 +6.119599139903014046e-02 +5.734110113765066713e-02 +5.383027837158119860e-02 +1.055520978620606565e-01 +1.023624090284295934e-01 +9.769844673147093372e-02 +9.221736290912090073e-02 +8.645862224565416254e-02 +8.077918887056137476e-02 +7.537854911247286738e-02 +7.034921290854181941e-02 +6.572005241658608610e-02 +6.148539560161691425e-02 +5.762248468604060092e-02 +5.410133471425851437e-02 +1.057032754255123885e-01 +1.025202699224105479e-01 +9.786613686333114903e-02 +9.239640897699112621e-02 +8.664887101067063335e-02 +8.097907965998711599e-02 +7.558556549310521677e-02 +7.056036103065244092e-02 +6.593226710992848572e-02 +6.169583218833198102e-02 +5.782869458661864942e-02 +5.430134434159950008e-02 +1.057979527311471574e-01 +1.026194567661393720e-01 +9.797204016514989011e-02 +9.251022501840464041e-02 +8.677071383918388836e-02 +8.110811474345518135e-02 +7.572026836837410235e-02 +7.069881297059708858e-02 +6.607242374317601197e-02 +6.183573121587732785e-02 +5.796659323948625403e-02 +5.443579289208765049e-02 +1.058469482409461204e-01 +1.026708902175278576e-01 +9.802713152395851892e-02 +9.256967465649361404e-02 +8.683465477498091001e-02 +8.117616903169350140e-02 +7.579167156441973807e-02 +7.077256419154608069e-02 +6.614742810319057531e-02 +6.191091497914125164e-02 +5.804098415194545307e-02 +5.450856677957229696e-02 +1.058557148911963564e-01 +1.026801008381013625e-01 +9.803701027411886038e-02 +9.258035307524366264e-02 +8.684616244306629651e-02 +8.118844267947475379e-02 +7.580457657928704740e-02 +7.078592117606807843e-02 +6.616103856146708651e-02 +6.192458246981514397e-02 +5.805452935735173209e-02 +5.452183651257240526e-02 +1.058252170211946286e-01 +1.026480686615495741e-01 +9.800267173380147745e-02 +9.254325880938213400e-02 +8.680621722539640095e-02 +8.114587243620034751e-02 +7.575985254911157818e-02 +7.073966711611426317e-02 +6.611394163889849906e-02 +6.187732039087641411e-02 +5.800771886237692659e-02 +5.447600293154646056e-02 +1.057520847136924069e-01 +1.025713715770856932e-01 +9.792064455099444564e-02 +9.245491453158867501e-02 +8.671141087636080602e-02 +8.104520768446539514e-02 +7.565448902300438150e-02 +7.063109406956659397e-02 +6.600376759935965010e-02 +6.176710665791468324e-02 +5.789886618592542111e-02 +5.436968815754465029e-02 +1.056280736483232729e-01 +1.024416667289355931e-01 +9.778251191922256169e-02 +9.230694755675700192e-02 +8.655360217577713622e-02 +8.087874909335723839e-02 +7.548141589384509131e-02 +7.045389441263055774e-02 +6.582503895705016372e-02 +6.158930026184568363e-02 +5.772412522772997490e-02 +5.419976784807994247e-02 +1.054387317075838326e-01 +1.022444209052823100e-01 +9.757375495082934447e-02 +9.208509439757459059e-02 +8.631911783339890620e-02 +8.063375859597515793e-02 +7.522911121540964974e-02 +7.019793713288424719e-02 +6.556907686745522268e-02 +6.133663877142866289e-02 +5.747754487677043250e-02 +5.396145641043070124e-02 +1.051610406227284633e-01 +1.019566984403301735e-01 +9.727178600992719693e-02 +9.176756350092289682e-02 +8.598749266009277081e-02 +8.029157818717072570e-02 +7.488105802774752684e-02 +6.984899633400330765e-02 +6.522392723933846670e-02 +6.099929385769451567e-02 +5.715119883322485744e-02 +5.364847093706184844e-02 +1.047596704858056865e-01 +1.015437278919854996e-01 +9.684300918556079663e-02 +9.132271295752199258e-02 +8.552980254594305665e-02 +7.982657041120098940e-02 +7.441518493967037851e-02 +6.938856083152776522e-02 +6.477441428748534347e-02 +6.056506645099072467e-02 +5.673544767820798418e-02 +5.325331084805781656e-02 +1.041814343018309247e-01 +1.009539865976065431e-01 +9.623884219151673802e-02 +9.070615497175224529e-02 +8.490681858508472568e-02 +7.920515325842997223e-02 +7.380355043856216823e-02 +6.879394017272594253e-02 +6.420248253633045743e-02 +6.001983236073148847e-02 +5.621940397954568874e-02 +5.276769503681238288e-02 +1.033478138644123440e-01 +1.001129083688292454e-01 +9.539106801184731033e-02 +8.985783931149173009e-02 +8.406759082366550839e-02 +7.838548426868341412e-02 +7.301271256324656789e-02 +6.803898363252769421e-02 +6.348803530856508837e-02 +5.934836463525440531e-02 +5.559167081464861521e-02 +5.218319145088669286e-02 +1.021467093439507173e-01 +9.891659253010984254e-02 +9.420805363219406092e-02 +8.870061565716867713e-02 +8.294973404858718702e-02 +7.731874578857121649e-02 +7.200542282672652006e-02 +6.709580157151844026e-02 +6.261048561847634697e-02 +5.853563960776376335e-02 +5.484139770570241323e-02 +5.149204958480124023e-02 +1.004280999878720132e-01 +9.722997140096015234e-02 +9.257573840040064783e-02 +8.714332957570375404e-02 +8.148353380043746319e-02 +7.595333553445896002e-02 +7.074435790906465071e-02 +6.593783017871807095e-02 +6.155115133724820692e-02 +5.756865337967286694e-02 +5.395963462955933460e-02 +5.068820085207049325e-02 +9.801497709799270042e-02 +9.489899654888776792e-02 +9.037045509339132476e-02 +8.509298251109269351e-02 +7.960237096005487456e-02 +7.424311687106319169e-02 +6.919829086397237539e-02 +6.454428243041705759e-02 +6.029639821189144294e-02 +5.643861876703498703e-02 +5.294086371980753769e-02 +4.976832916611925728e-02 +9.474639965169576183e-02 +9.178932296416053571e-02 +8.749102387711431283e-02 +8.247935547833872005e-02 +7.726040813588465339e-02 +7.215952653102282455e-02 +6.735013334119520356e-02 +6.290540789053765403e-02 +5.884106413403018820e-02 +5.514320115881059942e-02 +5.178447076184158199e-02 +4.873285012469483896e-02 +9.055724818829360978e-02 +8.785222083748554789e-02 +8.390751815264675673e-02 +7.928805795667882850e-02 +7.445365492775278538e-02 +6.970451809357441908e-02 +6.520475412255995196e-02 +6.102720068899874367e-02 +5.719131109023454368e-02 +5.368826639400366141e-02 +5.049583264208141326e-02 +4.758659912771386752e-02 +8.555528277651162916e-02 +8.318468722630033285e-02 +7.970212190233902372e-02 +7.558558241659527055e-02 +7.123433662440351033e-02 +6.691850235291380011e-02 +6.279329726113354326e-02 +5.893374047326450926e-02 +5.536589898948315186e-02 +5.208857853511447700e-02 +4.908670230807340301e-02 +4.633904506356544689e-02 +7.899116433316302754e-02 +7.706024606033780311e-02 +7.418711916996943712e-02 +7.073602445776590308e-02 +6.702574768320709864e-02 +6.328547726306256449e-02 +5.965771521793389320e-02 +5.621987709860860188e-02 +5.300667323341413939e-02 +5.002710245382980397e-02 +4.727574432825985828e-02 +4.473975328320836664e-02 +6.994116021587876153e-02 +6.855436000417540476e-02 +6.645018933736539235e-02 +6.385941769857546302e-02 +6.099916522980865230e-02 +5.804037615587070292e-02 +5.510176627060556914e-02 +5.225778792994656419e-02 +4.955039798895959774e-02 +4.699965910937315555e-02 +4.461174558108794985e-02 +4.238447985462508866e-02 +5.882963799438519631e-02 +5.797669639626346766e-02 +5.665071439316182733e-02 +5.496607513092597458e-02 +5.304093614489702180e-02 +5.097944230647755148e-02 +4.886389277552687094e-02 +4.675422453249830634e-02 +4.469119643643975487e-02 +4.270066824872031236e-02 +4.079762974820162758e-02 +3.898948740410963093e-02 +4.694833308615591755e-02 +4.649930416507879610e-02 +4.578424834204759125e-02 +4.484619252269400613e-02 +4.373420386029892165e-02 +4.249695987847561252e-02 +4.117833655964609624e-02 +3.981517983507801978e-02 +3.843677884723974841e-02 +3.706538471436077870e-02 +3.571722307051505146e-02 +3.440363682731691769e-02 +5.176664522408165603e-02 +5.117869927681953368e-02 +5.024984910952575573e-02 +4.904454906915507728e-02 +4.763409272737476746e-02 +4.608655465414597530e-02 +4.446061823902713872e-02 +4.280315569196029013e-02 +4.114940790697941414e-02 +3.952451751052785123e-02 +3.794551025063803290e-02 +3.642321488370096894e-02 +6.813259837546581377e-02 +6.684006494209585036e-02 +6.487075242244517981e-02 +6.243319630911275259e-02 +5.972677631250012525e-02 +5.691155232828556954e-02 +5.410120874248629252e-02 +5.136897859222764456e-02 +4.875764705596582343e-02 +4.628899642864499342e-02 +4.397116524638704921e-02 +4.180386669161901408e-02 +8.581330080333506027e-02 +8.332208625442558136e-02 +7.969328890209066707e-02 +7.544255667370600160e-02 +7.098476363985158077e-02 +6.659096489171478783e-02 +6.241200808968815766e-02 +5.851783280221043576e-02 +5.493005594772055328e-02 +5.164384746205954307e-02 +4.864123442118237911e-02 +4.589872763848307918e-02 +1.026150511458360642e-01 +9.852794165579666086e-02 +9.283207061230040746e-02 +8.649718118404972622e-02 +8.018217088351356492e-02 +7.423261322872817813e-02 +6.878746961854582953e-02 +6.387401013549628970e-02 +5.946670927694927555e-02 +5.551891183518180978e-02 +5.197854372519585681e-02 +4.879533833305733231e-02 +1.165252966906178828e-01 +1.107996996016281238e-01 +1.030950392152154838e-01 +9.486252501821464123e-02 +8.695874166809079708e-02 +7.974685194934966193e-02 +7.331667575485831256e-02 +6.763559390781287428e-02 +6.262616516476118833e-02 +5.820127221378722238e-02 +5.427853300908319634e-02 +5.078527305743485432e-02 +1.280168750699848257e-01 +1.208056628464006660e-01 +1.113372345298459798e-01 +1.014979161120170836e-01 +9.229023122461178785e-02 +8.406574367832839179e-02 +7.685727309411886921e-02 +7.057531365165613246e-02 +6.509705726846568008e-02 +6.030166862528939242e-02 +5.608224854101968165e-02 +5.234834304696561053e-02 +1.374732705789314668e-01 +1.291312065339512982e-01 +1.182963164305985276e-01 +1.071862361418296772e-01 +9.692587777115377334e-02 +8.786814015561958402e-02 +8.000822045066659227e-02 +7.321573152639453130e-02 +6.733389475023181248e-02 +6.221589839816285550e-02 +5.773553068896229018e-02 +5.378807404916158968e-02 +1.441608780505174159e-01 +1.352054150916871533e-01 +1.235758559241332544e-01 +1.116666803483187809e-01 +1.006956778707964462e-01 +9.104165234999572753e-02 +8.269346478646952270e-02 +7.550404217287717823e-02 +6.929907269660252889e-02 +6.391653135205387082e-02 +5.921791822395795768e-02 +5.508888283138288489e-02 +1.483916228108564661e-01 +1.392151678001326276e-01 +1.272534596849033695e-01 +1.149545097245027736e-01 +1.035881665433767695e-01 +9.356648238310992516e-02 +8.489263773490851595e-02 +7.742203484478177300e-02 +7.097716905455275782e-02 +6.539078362587669169e-02 +6.051887904180101169e-02 +5.624207800637019000e-02 +1.509257460524391636e-01 +1.417216004061911117e-01 +1.296835013614159871e-01 +1.172519878694288781e-01 +1.057123613681418273e-01 +9.549936806413808488e-02 +8.663426488226082245e-02 +7.898322242340626020e-02 +7.237375294458353592e-02 +6.664005164020320171e-02 +6.163765631463040406e-02 +5.724583659349784248e-02 +1.524274175241191187e-01 +1.432618309515983068e-01 +1.312520368688368244e-01 +1.188141281861134352e-01 +1.072284106889140054e-01 +9.693836130828124842e-02 +8.797774679268466347e-02 +8.022344087928702516e-02 +7.351035632724481350e-02 +6.767714923753412326e-02 +6.258170875116551846e-02 +5.810429974617999094e-02 +1.533286704343032048e-01 +1.442132130043574378e-01 +1.322607894977466392e-01 +1.198646695224084707e-01 +1.082934237895762236e-01 +9.799009792432127053e-02 +8.899413577982991097e-02 +8.118962520972006214e-02 +7.441787354025707069e-02 +6.852236980180660686e-02 +6.336431772623862813e-02 +5.882608889105225142e-02 +1.538815552803839415e-01 +1.448099279438387621e-01 +1.329140515843950376e-01 +1.205704930030639666e-01 +1.090362514772304364e-01 +9.875001242403017021e-02 +8.975219118549289388e-02 +8.193048156704986484e-02 +7.513046384479347972e-02 +6.919952594137392110e-02 +6.400200644759165836e-02 +5.942260856130755775e-02 +1.542286541110213793e-01 +1.451908757723957832e-01 +1.333416209719981149e-01 +1.210463408848649891e-01 +1.095528693910279849e-01 +9.929476380835780547e-02 +9.031105649722168116e-02 +8.249053449184023945e-02 +7.568108588048064189e-02 +6.973273074046017206e-02 +6.451226295801068544e-02 +5.990644622585931250e-02 +1.544505801740701789e-01 +1.454375922440587221e-01 +1.336239262863010702e-01 +1.213679642404450615e-01 +1.099109744876214240e-01 +9.968201097751538953e-02 +9.071794400101801381e-02 +8.290728418820894619e-02 +7.609885230767354791e-02 +7.014419998308461801e-02 +6.491181538130141870e-02 +6.029005920044151756e-02 +1.545936634687609390e-01 +1.455982233403701476e-01 +1.338104586785815731e-01 +1.215843686182649930e-01 +1.101567808618134359e-01 +9.995327924414250387e-02 +9.100862212288736430e-02 +8.321048929134140792e-02 +7.640784555409811662e-02 +7.045299946984553974e-02 +6.521549403136765732e-02 +6.058481524060400913e-02 +1.546849754002224409e-01 +1.457014223206694881e-01 +1.339315937615132290e-01 +1.217268262721451638e-01 +1.103210689032396025e-01 +1.001374544273362505e-01 +9.120903570491427359e-02 +8.342259065737660240e-02 +7.662687580055488334e-02 +7.067449410696158285e-02 +6.543558478502058129e-02 +6.080036366128036690e-02 +1.547401622726125581e-01 +1.457641108242850869e-01 +1.340057440202255534e-01 +1.218148707587897589e-01 +1.104237099359904190e-01 +1.002538287428572511e-01 +9.133709643086693197e-02 +8.355957009609644992e-02 +7.676972442257326557e-02 +7.082023005385963688e-02 +6.558152901011961300e-02 +6.094426703813713569e-02 +1.547680645151941758e-01 +1.457959278242918488e-01 +1.340435656397001019e-01 +1.218600483905369763e-01 +1.104767331725073076e-01 +1.003143737676155250e-01 +9.140419356188053679e-02 +8.363182671414129410e-02 +7.684555036308432507e-02 +7.089802774760314841e-02 +6.565982974909441439e-02 +6.102181164157124971e-02 +1.547730437398671666e-01 +1.458015858767926221e-01 +1.340502935859728406e-01 +1.218681029826367002e-01 +1.104862129320756670e-01 +1.003252303924560829e-01 +9.141626076336832607e-02 +8.364485883735836569e-02 +7.685926244715601818e-02 +7.091213014839162221e-02 +6.567405358500551238e-02 +6.103592436721128056e-02 +1.547557595026533839e-01 +1.457818741241763416e-01 +1.340268387390813887e-01 +1.218400442358154590e-01 +1.104532241392259112e-01 +1.002874925526689442e-01 +9.137436201310848716e-02 +8.359965855551658442e-02 +7.681175151118349587e-02 +7.086331125647381268e-02 +6.562485412902060999e-02 +6.098714376324499559e-02 +1.547135929015202582e-01 +1.457339231169617055e-01 +1.339699905737219143e-01 +1.217723351093191880e-01 +1.103740113676015266e-01 +1.001973480398945932e-01 +9.127479872550650630e-02 +8.349278534583769174e-02 +7.669993492332882745e-02 +7.074889800917733007e-02 +6.550997802764632616e-02 +6.087361600229251185e-02 +1.546400438689363444e-01 +1.456505549684919687e-01 +1.338717435743983220e-01 +1.216562367112099807e-01 +1.102393982241924586e-01 +1.000455893175229427e-01 +9.110874003937238785e-02 +8.331611391656507104e-02 +7.651660564663798070e-02 +7.056269739808876396e-02 +6.532424647274949481e-02 +6.069111044512378456e-02 +1.545227874723952011e-01 +1.455184785765897826e-01 +1.337175576837567326e-01 +1.214761664981917483e-01 +1.100333445792743559e-01 +9.981645143787694352e-02 +9.086137154906960556e-02 +8.305627469199688973e-02 +7.625011400627990099e-02 +7.029485751253235215e-02 +6.505953660776059300e-02 +6.043307324168348954e-02 +1.543406250116326206e-01 +1.453150397439112729e-01 +1.334831175778976864e-01 +1.212067241495015241e-01 +1.097304460964221434e-01 +9.948569882640274920e-02 +9.051057439001732041e-02 +8.269384758560896498e-02 +7.588395855766387477e-02 +6.993173431504672022e-02 +6.470482076796511828e-02 +6.009076108364334173e-02 +1.540573688356929594e-01 +1.450021874582522186e-01 +1.331286787350049738e-01 +1.208078028601245746e-01 +1.092920952700406623e-01 +9.901791321882869035e-02 +9.002522671230094031e-02 +8.220245819372015705e-02 +7.539643761650294262e-02 +6.945589102862248509e-02 +6.424635783163197555e-02 +5.965351916910721641e-02 +1.536101882124432938e-01 +1.445156193022811841e-01 +1.325895717669743068e-01 +1.202170190127205829e-01 +1.086610939429208528e-01 +9.836312609052420830e-02 +8.936342415427095398e-02 +8.154808964463748644e-02 +7.476062390011949110e-02 +6.884642275668340083e-02 +6.366816536865363418e-02 +5.910928279486919040e-02 +1.528888913903122260e-01 +1.437460399369950848e-01 +1.317609739274346048e-01 +1.193388574839093219e-01 +1.077549991880644847e-01 +9.745346375811793360e-02 +8.847132086510155202e-02 +8.068917881181028595e-02 +7.394506114655516327e-02 +6.807985927343133958e-02 +6.295292008105896064e-02 +5.844538140679463728e-02 +1.516983388514759612e-01 +1.425078472072466018e-01 +1.304754952527576173e-01 +1.180313315077796271e-01 +1.064599567928596197e-01 +9.620156140309303605e-02 +8.728393073460877227e-02 +7.957836961279886323e-02 +7.291569067311186314e-02 +6.713191398513637664e-02 +6.208341285437285473e-02 +5.764969440197204031e-02 +1.496968826318658963e-01 +1.404937223435731852e-01 +1.284770038840081785e-01 +1.160956091587340144e-01 +1.046299795422756251e-01 +9.450420306143292315e-02 +8.572992004687034207e-02 +7.816696807898608490e-02 +7.163947795987281320e-02 +6.598025217681523225e-02 +6.104459355992227637e-02 +5.671213775776711569e-02 +1.463252391886240289e-01 +1.372346066044621837e-01 +1.254109697110539767e-01 +1.132843907093167152e-01 +1.021013600258793286e-01 +9.225611432856871408e-02 +8.374249564471648866e-02 +7.641280662623592401e-02 +7.008985229962633179e-02 +6.460818200883776397e-02 +5.982606191961579306e-02 +5.562634948207128421e-02 +1.408262849791907800e-01 +1.321468680978577226e-01 +1.208850892191987991e-01 +1.093569564781331493e-01 +9.873366099934374751e-02 +8.937734462807210567e-02 +8.127672168448986378e-02 +7.429094507663570879e-02 +6.825328895298654608e-02 +6.300872790850335636e-02 +5.842461946140006107e-02 +5.439131372437513989e-02 +1.325948011943570981e-01 +1.248131776103222207e-01 +1.146627743048557885e-01 +1.041969421498468162e-01 +9.447619538906519565e-02 +8.584955863646562269e-02 +7.832921764581299295e-02 +7.180447096494703418e-02 +6.613534118089238467e-02 +6.118807612285055014e-02 +5.684628588166505681e-02 +5.301257027921857379e-02 +1.218589666152778972e-01 +1.154437444075159386e-01 +1.069191088410943041e-01 +9.793848480860521677e-02 +8.942719668949009049e-02 +8.174362502526209828e-02 +7.495122538540983925e-02 +6.899084032945865252e-02 +6.376379811828578048e-02 +5.916718662230822240e-02 +5.510714010305407112e-02 +5.150266181279691824e-02 +1.078831537289942077e-01 +1.031878131954793998e-01 +9.674198040672571386e-02 +8.969370252921622655e-02 +8.277748928499420455e-02 +7.634771469017079260e-02 +7.052636978549646496e-02 +6.531893401122502996e-02 +6.068060857919382184e-02 +5.654953945654747627e-02 +5.286217966389890333e-02 +4.955973492356249149e-02 +9.025496806969658670e-02 +8.736435083851695760e-02 +8.321116699670433325e-02 +7.842349136774315332e-02 +7.348027808635966551e-02 +6.867484324418188235e-02 +6.415750564723012028e-02 +5.998874585672479137e-02 +5.617879441663253121e-02 +5.271233135822302879e-02 +4.956263038401254040e-02 +4.669921595499314237e-02 +7.132472561690005042e-02 +6.983879890433344895e-02 +6.759570813893318875e-02 +6.485115857966360087e-02 +6.184071607782943431e-02 +5.874544483544502649e-02 +5.568786152742467160e-02 +5.274256608141993097e-02 +4.994995942449915322e-02 +4.732796499897552051e-02 +4.488058843220598532e-02 +4.260368968671800899e-02 +5.378545994272958264e-02 +5.312465146272335459e-02 +5.208569462681002238e-02 +5.074614551669329177e-02 +4.919007524412555982e-02 +4.749582812099595319e-02 +4.572912653767514241e-02 +4.394094398446118238e-02 +4.216840621422016100e-02 +4.043707227748459532e-02 +3.876351455981685845e-02 +3.715765571528163030e-02 +5.663468989959322131e-02 +5.588103089503793780e-02 +5.470068139327071560e-02 +5.318692704670492655e-02 +5.143956364648874513e-02 +4.954998640893972656e-02 +4.759324299454177620e-02 +4.562607647138293421e-02 +4.368858521298941283e-02 +4.180736957179159025e-02 +3.999884334425192478e-02 +3.827210128325538030e-02 +7.794012863805777069e-02 +7.605508440089291111e-02 +7.324693131241349908e-02 +6.986882780532359394e-02 +6.623112125351347801e-02 +6.255814137568636857e-02 +5.899036748090942528e-02 +5.560491246075586341e-02 +5.243703833144104653e-02 +4.949662906016692038e-02 +4.677921348809575136e-02 +4.427283642042759843e-02 +1.040617450789156351e-01 +9.979064314497372579e-02 +9.386721848420127856e-02 +8.731545359161559106e-02 +8.081780496554570592e-02 +7.472297893857507423e-02 +6.916492442816007946e-02 +6.416419840808115782e-02 +5.968922901118211416e-02 +5.568855614294991596e-02 +5.210648269442084285e-02 +4.889007078438149106e-02 +1.328918271624222880e-01 +1.245643273787269967e-01 +1.139326719833053531e-01 +1.031796511643770647e-01 +9.332825426855946571e-02 +8.466797478418819356e-02 +7.716923793678753807e-02 +7.069552213249080674e-02 +6.509132782608456624e-02 +6.021381544278796294e-02 +5.594148790863485293e-02 +5.217425240941152287e-02 +1.604867836035785700e-01 +1.469038207453809697e-01 +1.308252882299055786e-01 +1.157744709416520523e-01 +1.028297548892617153e-01 +9.198346703266850610e-02 +8.292543090439334630e-02 +7.531821103645003346e-02 +6.887218070562454997e-02 +6.335608305296334952e-02 +5.858966369881733749e-02 +5.443315432086633793e-02 +1.856142553915620941e-01 +1.663542987434820930e-01 +1.448794409791926141e-01 +1.259316876923819994e-01 +1.103563794400234110e-01 +9.772490956743692947e-02 +8.742411810448832976e-02 +7.892625353790684584e-02 +7.182400625216447954e-02 +6.581215885826045831e-02 +6.066279677657064606e-02 +5.620461533335544685e-02 +2.049825910954681807e-01 +1.817228910538910558e-01 +1.563042195186764849e-01 +1.344040494654967499e-01 +1.167713608157753408e-01 +1.027053730846901464e-01 +9.138301073888401016e-02 +8.213897780834601703e-02 +7.447809974453405146e-02 +6.803845104319791726e-02 +6.255475502638922769e-02 +5.783051729926837192e-02 +2.161145317136404509e-01 +1.913463548164694439e-01 +1.641522626509798743e-01 +1.406683121813356308e-01 +1.217759514652245190e-01 +1.067458296039891646e-01 +9.468962834394216432e-02 +8.488265366438703385e-02 +7.678429733966864179e-02 +6.999969395751350076e-02 +6.424001783081224881e-02 +5.929190823860891468e-02 +2.214686833929941090e-01 +1.965245067658910605e-01 +1.689252699133850510e-01 +1.448790974753138006e-01 +1.254003063403481555e-01 +1.098365700038319293e-01 +9.732403541160115912e-02 +8.713695429041654061e-02 +7.872475001117412718e-02 +7.168099500901098375e-02 +6.570637107690086021e-02 +6.057879601390557534e-02 +2.239639099061657146e-01 +1.991839458636339155e-01 +1.716673339387336517e-01 +1.475522116954216534e-01 +1.278924312068407398e-01 +1.120966288391032628e-01 +9.934333572027995163e-02 +8.892882042212288396e-02 +8.031145449567708705e-02 +7.308685286723989871e-02 +6.695454157629165959e-02 +6.169003829384826776e-02 +2.251895109948270912e-01 +2.005736387312581637e-01 +1.732283891333570858e-01 +1.492097633128054712e-01 +1.295566783061485594e-01 +1.137002981552461961e-01 +1.008473691796025890e-01 +9.031586876512541495e-02 +8.157791686849731605e-02 +7.423680915729109764e-02 +6.799584694819518771e-02 +6.263202928497911548e-02 +2.258196600921012209e-01 +2.013260660722834550e-01 +1.741310928033843741e-01 +1.502363447337998481e-01 +1.306551617572054014e-01 +1.148188568783724550e-01 +1.019459784419071424e-01 +9.136817961917727271e-02 +8.256892093423366663e-02 +7.515959093835665461e-02 +6.884876388933347524e-02 +6.341663875767192260e-02 +2.261562450393921064e-01 +2.017499270105442555e-01 +1.746666478563137503e-01 +1.508789735043294666e-01 +1.313798128053572101e-01 +1.155928396731112640e-01 +1.027384581369887723e-01 +9.215456592102831690e-02 +8.333171817611571830e-02 +7.588752577793492216e-02 +6.953537917357803522e-02 +6.405893382078985121e-02 +2.263603096088757927e-01 +2.020017303627007210e-01 +1.749934040824670523e-01 +1.512873097244779586e-01 +1.318600759029512348e-01 +1.161267116623682233e-01 +1.033051738509774969e-01 +9.273495798154571257e-02 +8.391013792646702385e-02 +7.645228579108045985e-02 +7.007840505006149301e-02 +6.457510884964290376e-02 +2.264790591227908156e-01 +2.021540528608701814e-01 +1.751972071648263962e-01 +1.515502091918312366e-01 +1.321797521984892365e-01 +1.164938415113615927e-01 +1.037068735594786906e-01 +9.315768175293999420e-02 +8.434156198762593482e-02 +7.688222659420324012e-02 +7.049905129402586623e-02 +6.498086022903501457e-02 +2.265438457456856458e-01 +2.022467466895320753e-01 +1.753258709712388619e-01 +1.517203463198022739e-01 +1.323920395829147334e-01 +1.167440248785233808e-01 +1.039874262640517327e-01 +9.345963580255262082e-02 +8.465596717241873070e-02 +7.720107761319747186e-02 +7.081573566722847157e-02 +6.529026384231358116e-02 +2.265945878809375869e-01 +2.023065166666490333e-01 +1.754068260447891325e-01 +1.518290451412213360e-01 +1.325303025960061776e-01 +1.169102146248702651e-01 +1.041773793393774572e-01 +9.366773834066155491e-02 +8.487614883601149462e-02 +7.742755199651020492e-02 +7.104344865260149577e-02 +6.551509423460954995e-02 +2.266214361409551181e-01 +2.023412286992591069e-01 +1.754551445897931938e-01 +1.518947864915454748e-01 +1.326150733747792354e-01 +1.170135525179119840e-01 +1.042971335562637020e-01 +9.380064725159678596e-02 +8.501844499591659776e-02 +7.757546402492651594e-02 +7.119354483750192641e-02 +6.566447096539132500e-02 +2.266270368113258160e-01 +2.023568831346092833e-01 +1.754792916276720904e-01 +1.519280599664123432e-01 +1.326583474406083374e-01 +1.170667697023838882e-01 +1.043593412199756570e-01 +9.387025703189266768e-02 +8.509353458786488023e-02 +7.765404523707056250e-02 +7.127376021856079991e-02 +6.574471219432270752e-02 +2.266358144541944508e-01 +2.023613333130282188e-01 +1.754836896137988989e-01 +1.519339639324887026e-01 +1.326660458291778755e-01 +1.170762714302478885e-01 +1.043704884834213281e-01 +9.388277378470472057e-02 +8.510707962267168025e-02 +7.766826059526545090e-02 +7.128830769792812716e-02 +6.575929610260615454e-02 +2.266286809320766649e-01 +2.023508786079878663e-01 +1.754687121523797466e-01 +1.519133687955505907e-01 +1.326392057677979464e-01 +1.170431893579410021e-01 +1.043317304248442406e-01 +9.383931099329398395e-02 +8.506010290169944976e-02 +7.761901243784263826e-02 +7.123795700858132074e-02 +6.570886111186871603e-02 +2.266016582178929928e-01 +2.023231041496761917e-01 +1.754318484125701461e-01 +1.518631640789873394e-01 +1.325741887495845150e-01 +1.169635674202345599e-01 +1.042390412667908439e-01 +9.373599883425073886e-02 +8.494905894022032611e-02 +7.750318005706373359e-02 +7.112005141989306833e-02 +6.559120755965762439e-02 +2.265729971462511483e-01 +2.022779772506981544e-01 +1.753671710136638084e-01 +1.517755324377180748e-01 +1.324619524900792211e-01 +1.168277119743018483e-01 +1.040826927420700765e-01 +9.356360740867804282e-02 +8.476559162170882455e-02 +7.731348609540604488e-02 +7.092845282089063619e-02 +6.540129405889018310e-02 +2.265158607487514353e-01 +2.022020299549071587e-01 +1.752624741350773674e-01 +1.516360041239800949e-01 +1.322862108200927034e-01 +1.166186004788084957e-01 +1.038460177476405732e-01 +9.330668477849912712e-02 +8.449600258337325309e-02 +7.703822111227189018e-02 +7.065344458930397642e-02 +6.513125198958423512e-02 +2.264141709388758084e-01 +2.020779415928817269e-01 +1.750967059815585203e-01 +1.514198238770159410e-01 +1.320200545074870502e-01 +1.163091136865693626e-01 +1.035033847912275734e-01 +9.294223659413759775e-02 +8.412050359413417167e-02 +7.666090869145135434e-02 +7.028166418790572634e-02 +6.477047280677532270e-02 +2.262647258893873692e-01 +2.018799315083814605e-01 +1.748332803416900727e-01 +1.510853335890662008e-01 +1.316202946173838095e-01 +1.158577713870127118e-01 +1.030173529042206076e-01 +9.243806724850475720e-02 +8.361241983598866057e-02 +7.616006735466790412e-02 +6.979618822072423956e-02 +6.430585443759989639e-02 +2.259990613469660958e-01 +2.015464780444152226e-01 +1.744058963768030934e-01 +1.505623089882036914e-01 +1.310185121282227416e-01 +1.152027369463809042e-01 +1.023351990483195306e-01 +9.175112141980874825e-02 +8.293767278319126579e-02 +7.550932665358167650e-02 +6.917694810524947779e-02 +6.372231953931238591e-02 +2.255152875856382966e-01 +2.009658079277358567e-01 +1.736944506974812397e-01 +1.497322613192049734e-01 +1.301079001651766209e-01 +1.142544269864453066e-01 +1.013855863986038164e-01 +9.082657230849455754e-02 +8.205510554371597820e-02 +7.467826755212464418e-02 +6.840169753169136890e-02 +6.300372712564207556e-02 +2.246233003729083966e-01 +1.999190830202341174e-01 +1.724780061504464224e-01 +1.483972145452611968e-01 +1.287265562565746702e-01 +1.128887382712684267e-01 +1.000772764759515349e-01 +8.959899981816325798e-02 +8.091846276697467477e-02 +7.363442749310858404e-02 +6.744774757105650997e-02 +6.213427001757645951e-02 +2.228258822702333386e-01 +1.979412946748726754e-01 +1.703516970303254052e-01 +1.462385527873466540e-01 +1.266434466582922747e-01 +1.109464404053295550e-01 +9.830344040972180397e-02 +8.799756662555170694e-02 +7.948092115683516590e-02 +7.234683291785462544e-02 +6.629458023340174810e-02 +6.110036230064081614e-02 +2.190245143411920226e-01 +1.940984126841572288e-01 +1.666186437707381229e-01 +1.427898618885457549e-01 +1.235659454309750160e-01 +1.082492352983277367e-01 +9.595631468721392554e-02 +8.595697382794419139e-02 +7.770266080752581683e-02 +7.079106549096036982e-02 +6.492720436415677643e-02 +5.989286595026458576e-02 +2.109352515159725605e-01 +1.867336725026326749e-01 +1.602745732078693641e-01 +1.375005275834952911e-01 +1.192031900343470674e-01 +1.046442557596134609e-01 +9.295501396611237366e-02 +8.343413210153924342e-02 +7.556076630622203527e-02 +6.895518203020679915e-02 +6.333974796490896009e-02 +5.850931216075064972e-02 +1.953436613086239615e-01 +1.739595417571272729e-01 +1.504407901553665716e-01 +1.300007997132611726e-01 +1.134063496094541296e-01 +1.000749056219164546e-01 +8.928124895811825890e-02 +8.042651106340016620e-02 +7.305891555868053444e-02 +6.684498936575940242e-02 +6.153842084883664326e-02 +5.695561693546740550e-02 +1.721005032544284108e-01 +1.559203844161602681e-01 +1.373539329413025756e-01 +1.204933905749657613e-01 +1.063225382191391594e-01 +9.464342406984832534e-02 +8.500596826334043399e-02 +7.698403511488591255e-02 +7.023292859850023551e-02 +6.448673396713752726e-02 +5.954286208542742403e-02 +5.524677526578892356e-02 +1.431821113418150770e-01 +1.329538810287433370e-01 +1.203254480201578630e-01 +1.079745471447992045e-01 +9.696024057008122143e-02 +8.747151366384842142e-02 +7.937853789189507070e-02 +7.247123154340748274e-02 +6.654422473295290574e-02 +6.142145493573417797e-02 +5.695918301001629686e-02 +5.304221801117627033e-02 +1.114540350436321742e-01 +1.062266062512531861e-01 +9.915744704403764431e-02 +9.155069298452880866e-02 +8.419010634956825001e-02 +7.742331065462181028e-02 +7.135014818143732562e-02 +6.595448642843020071e-02 +6.117439156065354600e-02 +5.693536680686658857e-02 +5.316479292283963348e-02 +4.979742215349387824e-02 +8.248022804791602103e-02 +8.023982183723275818e-02 +7.694880425814863700e-02 +7.305662030775364468e-02 +6.893707451893815730e-02 +6.484300396741407568e-02 +6.092064098685619905e-02 +5.724191106934523737e-02 +5.383313430986269577e-02 +5.069493931678345500e-02 +4.781462558383247491e-02 +4.517338616742540974e-02 +5.917264979911093792e-02 +5.831060526168915792e-02 +5.696900401394765223e-02 +5.526274969209248045e-02 +5.331164580627618943e-02 +5.122204001489073788e-02 +4.907822892224069505e-02 +4.694151319893181962e-02 +4.485335153719294948e-02 +4.283982105318081407e-02 +4.091585944303723771e-02 +3.908871067165633345e-02 +6.016467374042377969e-02 +5.927942057362812350e-02 +5.790118022194244013e-02 +5.614768932127744278e-02 +5.414213149290379723e-02 +5.199420556473546146e-02 +4.979106322760986497e-02 +4.759614192778329617e-02 +4.545231998391224826e-02 +4.338650271376299355e-02 +4.141402439398513685e-02 +3.954223701813363440e-02 +8.561068789338778517e-02 +8.317988675783494212e-02 +7.961985257303785812e-02 +7.542740456092178469e-02 +7.101246726324365877e-02 +6.664809320835088369e-02 +6.248815790033863948e-02 +5.860490467649499130e-02 +5.502164190876592670e-02 +5.173493719891377601e-02 +4.872805701269777856e-02 +4.597860679954123703e-02 +1.201680479767486681e-01 +1.138797173498522219e-01 +1.055168232833460507e-01 +9.669815830073404117e-02 +8.833264575252118556e-02 +8.077446894007793421e-02 +7.408804004910314600e-02 +6.821669269508495725e-02 +6.306443779173026565e-02 +5.853082571497735670e-02 +5.452413071662106508e-02 +5.096516638323336790e-02 +1.641913538315283028e-01 +1.497087642714759470e-01 +1.327663325198301103e-01 +1.170908043956516570e-01 +1.037312588546918102e-01 +9.261257013606473409e-02 +8.337292061225434758e-02 +7.564156902372172475e-02 +6.910831072601530956e-02 +6.352922374183986309e-02 +5.871616712477821520e-02 +5.452436901297446487e-02 +2.144960821551276375e-01 +1.861579952973607677e-01 +1.573949971907797341e-01 +1.339627655446545551e-01 +1.157151260170153628e-01 +1.014494185878843241e-01 +9.011010100400911049e-02 +8.092576229090753248e-02 +7.335277783080496050e-02 +6.700732001065749788e-02 +6.161456865529939264e-02 +5.697427101874392302e-02 +2.695637874594141725e-01 +2.212470777466551408e-01 +1.787946563038318171e-01 +1.478192402448538501e-01 +1.252781817069552328e-01 +1.084025083954081314e-01 +9.537741151362741365e-02 +8.504764177918830437e-02 +7.666324342209447640e-02 +6.972281659149728861e-02 +6.388103723648777543e-02 +5.889348279948598830e-02 +3.082500785299793211e-01 +2.474702684997617252e-01 +1.956152787176375085e-01 +1.591275382963883989e-01 +1.333086583770752565e-01 +1.143709604160687565e-01 +9.997713024532893511e-02 +8.869661913437157374e-02 +7.962643676150239769e-02 +7.217552861542422815e-02 +6.594354805857748081e-02 +6.065092161744188581e-02 +3.248245499836120431e-01 +2.610529431266168654e-01 +2.060638997210227363e-01 +1.670394325212922471e-01 +1.393710697843814628e-01 +1.191123644239364537e-01 +1.037648320422876885e-01 +9.178169241248296251e-02 +8.218228878179451025e-02 +7.432421974386485553e-02 +6.777282492984462725e-02 +6.222518452920652865e-02 +3.301278843889710601e-01 +2.667552239998055574e-01 +2.116156021022919664e-01 +1.719669950451819251e-01 +1.435646788219273606e-01 +1.226348140786989588e-01 +1.067239748000158028e-01 +9.428200677953992026e-02 +8.431157279032337748e-02 +7.615264521891643157e-02 +6.935553456516664605e-02 +6.360540287238929114e-02 +3.315816137044053091e-01 +2.691011911804719881e-01 +2.144174800000791525e-01 +1.748530276640392067e-01 +1.463039516777368543e-01 +1.251248611867210037e-01 +1.089403653474416839e-01 +9.623725261729888791e-02 +8.603215508632787445e-02 +7.766807221073454559e-02 +7.069372040282194403e-02 +6.479104994786970273e-02 +3.326961934054401548e-01 +2.702209820597416545e-01 +2.158527280473178378e-01 +1.765151709157398163e-01 +1.480431821932229886e-01 +1.268311301033857585e-01 +1.105510734566348130e-01 +9.772416104852013619e-02 +8.738765263052597487e-02 +7.889555440917828122e-02 +7.180179016133565739e-02 +6.579029462738489320e-02 +3.330838844659330111e-01 +2.707494742954879019e-01 +2.166142671683306542e-01 +1.774814446231040010e-01 +1.491395074274821098e-01 +1.279821715403517413e-01 +1.116992517177064353e-01 +9.883206968223792743e-02 +8.843408319450273003e-02 +7.987047930392611461e-02 +7.270224491008547840e-02 +6.661748511984189047e-02 +3.328501731886769899e-01 +2.709744862076149952e-01 +2.170350940615461688e-01 +1.780553880846715564e-01 +1.498342760964152254e-01 +1.287547889108012489e-01 +1.125086818732739941e-01 +9.964570124655104666e-02 +8.922889089540227137e-02 +8.063170018496573777e-02 +7.342137673157353439e-02 +6.729042545954841414e-02 +3.332992934566644250e-01 +2.711678333787522210e-01 +2.172813674549443630e-01 +1.784049120420533319e-01 +1.502793337846691502e-01 +1.292736805034335745e-01 +1.130756132137882564e-01 +1.002365838903962608e-01 +8.982406027806608129e-02 +8.121652065223800010e-02 +7.398576017744361299e-02 +6.782795779084675736e-02 +3.333972276279101865e-01 +2.712609263987892927e-01 +2.174281536867906095e-01 +1.786223499392463887e-01 +1.505673437921826729e-01 +1.296224814745993437e-01 +1.134702359754809348e-01 +1.006607987610397825e-01 +9.026295492287784994e-02 +8.165774701042446959e-02 +7.441984952204167003e-02 +6.824811754370137262e-02 +3.330245558291557995e-01 +2.712657703487405536e-01 +2.175161247749651527e-01 +1.787592714491954005e-01 +1.507543003575662899e-01 +1.298557546047904576e-01 +1.137416695228077868e-01 +1.009601122177128801e-01 +9.057966696849972799e-02 +8.198240167876751083e-02 +7.474460864276344374e-02 +6.856690665573529631e-02 +3.333999798239866141e-01 +2.713395684025341481e-01 +2.175727836528816572e-01 +1.788450256182490816e-01 +1.508739355170397312e-01 +1.300084340261188631e-01 +1.139232160641508451e-01 +1.011643481946037648e-01 +9.079968126158065311e-02 +8.221150462496062961e-02 +7.497691281809097663e-02 +6.879759041759446470e-02 +3.334565323292729144e-01 +2.713633924962413624e-01 +2.176053419276400280e-01 +1.788961118868574451e-01 +1.509463521053135693e-01 +1.301023463256342216e-01 +1.140366393135157919e-01 +1.012938194353660282e-01 +9.094100801211277285e-02 +8.236039883219133106e-02 +7.512942875797656850e-02 +6.895036759124108239e-02 +3.330585952452883025e-01 +2.713248938833606183e-01 +2.176196193950255819e-01 +1.789216863829344861e-01 +1.509830216812031445e-01 +1.301503774858203955e-01 +1.140952186169725685e-01 +1.013613049208017675e-01 +9.101529405472477685e-02 +8.243924988772687035e-02 +7.521072723273125593e-02 +6.903226485768938769e-02 +3.334165774283974204e-01 +2.713686211081140498e-01 +2.176240527395477686e-01 +1.789262505310947604e-01 +1.509895239737432948e-01 +1.301589284437825456e-01 +1.141056900844813482e-01 +1.013734151000526551e-01 +9.102867182171893445e-02 +8.245349469538787446e-02 +7.522545491525033101e-02 +6.904713653037107546e-02 +3.334594321553920326e-01 +2.713684805393260513e-01 +2.176143493891866398e-01 +1.789104380422502916e-01 +1.509668275676917804e-01 +1.301291239162084001e-01 +1.140692479199997833e-01 +1.013313316544994236e-01 +9.098224581056540972e-02 +8.240411901375997716e-02 +7.517445917283804846e-02 +6.899568898471317158e-02 +3.330483803210722016e-01 +2.713070399889235262e-01 +2.175880653932987518e-01 +1.788715755323118661e-01 +1.509115185662995851e-01 +1.300570238199200146e-01 +1.139817228484161504e-01 +1.012309420007801719e-01 +9.087218301700100698e-02 +8.228771053788455636e-02 +7.505481319553140851e-02 +6.887548700393525403e-02 +3.333911298782504806e-01 +2.713241823650698326e-01 +2.175459152493602610e-01 +1.788030136654949753e-01 +1.508150198086830873e-01 +1.299328815484325494e-01 +1.138329603057972178e-01 +1.010623741075078325e-01 +9.068940276571406389e-02 +8.209627875306173272e-02 +7.485973229655594474e-02 +6.868093433936675596e-02 +3.334129390022521622e-01 +2.712878100486934563e-01 +2.174739552383977703e-01 +1.786918175461463532e-01 +1.506615666185930069e-01 +1.297392936679669651e-01 +1.136053217609033078e-01 +1.008089147956983817e-01 +9.041888372928610917e-02 +8.181687310161479820e-02 +7.457841361317266160e-02 +6.840325523114113015e-02 +3.329687694827469513e-01 +2.711707781771026116e-01 +2.173547820752674553e-01 +1.785152910560190154e-01 +1.504243703649962016e-01 +1.294478744628103084e-01 +1.132711531672753319e-01 +1.004453004545570322e-01 +9.003865147380997469e-02 +8.143108570929125101e-02 +7.419587968095643638e-02 +6.803054011245021626e-02 +3.332557234065092744e-01 +2.710953331034153257e-01 +2.171628143629193985e-01 +1.782336942959946435e-01 +1.500588398469285822e-01 +1.290138794433728087e-01 +1.127890581406528342e-01 +9.993545398326014739e-02 +8.951861250442499918e-02 +8.091461125096463536e-02 +7.369296755606452587e-02 +6.754795751811625004e-02 +3.331742511525450645e-01 +2.708931137309144588e-01 +2.168341374388243203e-01 +1.777759402188220372e-01 +1.494910625712020935e-01 +1.283681181869507082e-01 +1.120990083314242769e-01 +9.922998795249401982e-02 +8.881959782872865528e-02 +8.023716455009215209e-02 +7.304667724582381005e-02 +6.693826977290667779e-02 +3.325222312808550629e-01 +2.704580631487405462e-01 +2.162512909196592781e-01 +1.770138160127019133e-01 +1.485991882854947599e-01 +1.274059354990757509e-01 +1.111169808164710476e-01 +9.826431111880977454e-02 +8.789329200194639924e-02 +7.936321365114157311e-02 +7.223115749545487574e-02 +6.618280740920252925e-02 +3.323604168683903515e-01 +2.697299109579718301e-01 +2.151803989376242510e-01 +1.757145247803747479e-01 +1.471861621359723538e-01 +1.259749683763388139e-01 +1.097313261651253619e-01 +9.695902702550227015e-02 +8.668410205658523549e-02 +7.825411015223844580e-02 +7.121961916369926038e-02 +6.526303097505885276e-02 +3.311876048016395568e-01 +2.680802867801572176e-01 +2.131150126778634801e-01 +1.734628006505527786e-01 +1.449487547813201049e-01 +1.238684634631354309e-01 +1.078056584628605402e-01 +9.522528838236464510e-02 +8.513424463306656920e-02 +7.687215197040644932e-02 +6.998735720720591913e-02 +6.416270917323961542e-02 +3.275218902894062589e-01 +2.641953189894410969e-01 +2.090249177957795301e-01 +1.695718942592444878e-01 +1.414683597435344997e-01 +1.208399325668445823e-01 +1.051956761071147772e-01 +9.297799467198189505e-02 +8.319294032434824959e-02 +7.518670433405344466e-02 +6.851576626639721557e-02 +6.287055416661613272e-02 +3.181612253799737111e-01 +2.549882316405698290e-01 +2.010689272217041357e-01 +1.631069725646939472e-01 +1.362853654262770609e-01 +1.166614205670512827e-01 +1.017859586671840677e-01 +9.015754875890688580e-02 +8.082908193829427268e-02 +7.318162202464464916e-02 +6.679676005662558980e-02 +6.138290809325121916e-02 +2.901790168291367711e-01 +2.346706410404527099e-01 +1.871318979744605038e-01 +1.533066835980874676e-01 +1.291206030512550007e-01 +1.112305281179256783e-01 +9.754146816672083775e-02 +8.675523260261734648e-02 +7.804416467427210957e-02 +7.086208128612418722e-02 +6.483651323427609692e-02 +5.970586434469030840e-02 +2.393564107637068950e-01 +2.022896721235646900e-01 +1.673263549871563671e-01 +1.404071021184665202e-01 +1.201592595485338061e-01 +1.046750473963449501e-01 +9.254892808832498874e-02 +8.283067081782227725e-02 +7.488008744406723927e-02 +6.825823753324515575e-02 +6.265724749361756274e-02 +5.785616991571070761e-02 +1.824566202223283362e-01 +1.631991927654670715e-01 +1.420239631776486489e-01 +1.234926942173189407e-01 +1.083046523318016152e-01 +9.599663815292984459e-02 +8.595805448778270907e-02 +7.767135314533681056e-02 +7.073954833965129252e-02 +6.486616057778307742e-02 +5.983024315560330625e-02 +5.546591344580822924e-02 +1.310416284803796461e-01 +1.229558846118063847e-01 +1.125979502781776914e-01 +1.020977841992029289e-01 +9.246311336015475280e-02 +8.397900314783027231e-02 +7.661796076161460356e-02 +7.024941900129935690e-02 +6.472476886027553333e-02 +5.990735740671879889e-02 +5.568065758067801407e-02 +5.194836278484387532e-02 +9.140656210928581327e-02 +8.844128977828813465e-02 +8.417665273019500627e-02 +7.926218814785117306e-02 +7.419712648725308723e-02 +6.928553796897575501e-02 +6.467971317585075042e-02 +6.043778036906563567e-02 +5.656663444649698974e-02 +5.304807909766916935e-02 +4.985328930461534885e-02 +4.695035824609483655e-02 +6.311471816697479531e-02 +6.208979307763157207e-02 +6.050592342686113984e-02 +5.851040465963561199e-02 +5.625283449050119677e-02 +5.386168025729421577e-02 +5.143484781413774909e-02 +4.904034054006084498e-02 +4.672166747668366621e-02 +4.450424189439043665e-02 +4.240097370168591229e-02 +4.041654208495262801e-02 +6.299795023229383395e-02 +6.200381648226924169e-02 +6.046248806549489596e-02 +5.851243557260273759e-02 +5.629636806915889330e-02 +5.393895391708938142e-02 +5.153698218772481687e-02 +4.915901631287330348e-02 +4.684989170876375369e-02 +4.463652936863239662e-02 +4.253323344234645476e-02 +4.054585291633661798e-02 +9.197465990514025469e-02 +8.905487231622830069e-02 +8.483204448955440624e-02 +7.993599130524428609e-02 +7.486293178362331269e-02 +6.992340957727088968e-02 +6.527781407535696023e-02 +6.099060635228330945e-02 +5.707280631199184578e-02 +5.350865246158047206e-02 +5.027064848286976612e-02 +4.732753799722101695e-02 +1.346420395492566036e-01 +1.262485062765305310e-01 +1.154607812670219030e-01 +1.045126626757943711e-01 +9.447879211244472608e-02 +8.566316916879318510e-02 +7.803341189230500463e-02 +7.144774513190126075e-02 +6.574670862704590224e-02 +6.078479355002362750e-02 +5.643862428601427450e-02 +5.260668031442999881e-02 +1.968061306664040389e-01 +1.741684824240256058e-01 +1.498188830039170749e-01 +1.290484811249227315e-01 +1.123826980868078557e-01 +9.908740049077310874e-02 +8.836751612623351682e-02 +7.959437181842461684e-02 +7.230430634837657633e-02 +6.615981492933192820e-02 +6.091390617466426599e-02 +5.638364371277013870e-02 +2.861751789186472439e-01 +2.297261729050532053e-01 +1.829432689062466255e-01 +1.500449805877591136e-01 +1.265798518102008163e-01 +1.092173946265302398e-01 +9.591436878482476058e-02 +8.541472148640986972e-02 +7.692036409238631189e-02 +6.990526386634735023e-02 +6.401071720159801082e-02 +5.898465178852067836e-02 +4.544466144487846471e-01 +2.922648461937228381e-01 +2.131339296248604132e-01 +1.675919895988758346e-01 +1.379838614509605599e-01 +1.172057642513617409e-01 +1.018169886885164077e-01 +8.995298129434346757e-02 +8.051801739164753113e-02 +7.282703792885029948e-02 +6.643029094255734068e-02 +6.102060696064945389e-02 +5.339539103096885286e-01 +3.355054777282237000e-01 +2.361606604015517863e-01 +1.816662333210399827e-01 +1.474539555074765584e-01 +1.240103966573885691e-01 +1.069429224294214942e-01 +9.395381400056046495e-02 +8.372786504638848881e-02 +7.545930101866199502e-02 +6.862757187280109361e-02 +6.288179035711093101e-02 +5.763526409126669137e-01 +3.534948028632610706e-01 +2.491230147257634531e-01 +1.910628798913463766e-01 +1.544221083286456964e-01 +1.293321283916071263e-01 +1.111205552419503306e-01 +9.731199029060702554e-02 +8.648185052177351229e-02 +7.775606817935563908e-02 +7.057032319236627993e-02 +6.454487737427984373e-02 +5.819015652841039721e-01 +3.589377189976483140e-01 +2.551657234171413879e-01 +1.965502367559408547e-01 +1.590725895720401240e-01 +1.332002750912529843e-01 +1.143380280060846549e-01 +1.000069110312776788e-01 +8.875993150010275112e-02 +7.970015739080799078e-02 +7.224439914587248157e-02 +6.599834980005113427e-02 +5.561658538423877030e-01 +3.601008633453543495e-01 +2.578745270969496350e-01 +1.995594140298080355e-01 +1.619924265354711346e-01 +1.358667302237835939e-01 +1.167076639865896603e-01 +1.020896955449235310e-01 +9.058514317249227732e-02 +8.130125526983729423e-02 +7.365299622907979515e-02 +6.724222787423507486e-02 +5.799800688119244318e-01 +3.614339602225164483e-01 +2.591575757816905745e-01 +2.011947385117364151e-01 +1.637767208755658010e-01 +1.376473922111654813e-01 +1.183992059795772184e-01 +1.036534650990758449e-01 +9.200963016310732823e-02 +8.258901291796133526e-02 +7.481308186401060267e-02 +6.828614552986685127e-02 +5.829271502279628203e-01 +3.618350961748170724e-01 +2.597909443357719339e-01 +2.021004754498509359e-01 +1.648634723155850690e-01 +1.388195560233715098e-01 +1.195838502714642176e-01 +1.048035784095971423e-01 +9.309866328288199377e-02 +8.360426290880852707e-02 +7.575043056702737698e-02 +6.914646104174558550e-02 +5.565992303090986359e-01 +3.613183783091098444e-01 +2.601130772668857061e-01 +2.026176007253804034e-01 +1.655320715020267008e-01 +1.395890869994339256e-01 +1.204051949867563781e-01 +1.056376352491949361e-01 +9.391791453479382545e-02 +8.439111126729674506e-02 +7.649471212936578834e-02 +6.984317421690487693e-02 +5.801461857089948992e-01 +3.620006325529225299e-01 +2.603088772126297412e-01 +2.029229763843883594e-01 +1.659498223624856772e-01 +1.400959543850877065e-01 +1.209718622507326563e-01 +1.062363089193690130e-01 +9.452582967767372835e-02 +8.499133184013547837e-02 +7.707557008371834772e-02 +7.039723311731531374e-02 +5.830070273790007862e-01 +3.621246575253299071e-01 +2.604181669139036814e-01 +2.031081688524427609e-01 +1.662146505762351900e-01 +1.404310734336265409e-01 +1.213611301223891381e-01 +1.066616460378443376e-01 +9.497042911783437624e-02 +8.544121868814663623e-02 +7.752001183228057757e-02 +7.082851952262400608e-02 +5.566479145355388569e-01 +3.614776536784513050e-01 +2.604714758118915063e-01 +2.032223374810503691e-01 +1.663837237132178293e-01 +1.406521485759019696e-01 +1.216259164791877595e-01 +1.069590705402092140e-01 +9.528895694849211229e-02 +8.577034441337808013e-02 +7.785098722277380978e-02 +7.115454552221454898e-02 +5.801703117524271702e-01 +3.620914194398733299e-01 +2.605204838431824377e-01 +2.032930008498441687e-01 +1.664905299531709570e-01 +1.407952859371549292e-01 +1.218014410428919225e-01 +1.071605416870186761e-01 +9.550892743180929012e-02 +8.600149654082300810e-02 +7.808683020261028562e-02 +7.138973837685069768e-02 +5.830207192155774099e-01 +3.621776523781272128e-01 +2.605443999076972883e-01 +2.033345803765109761e-01 +1.665545759418312066e-01 +1.408826307925584720e-01 +1.219103760691150895e-01 +1.072875631871380020e-01 +9.564959602318329202e-02 +8.615117868811211777e-02 +7.824121621060249610e-02 +7.154513388588060185e-02 +5.566567701171699634e-01 +3.615079348598425057e-01 +2.605442326770512906e-01 +2.033550914435284518e-01 +1.665868126138480287e-01 +1.409270772736450350e-01 +1.219663984934565293e-01 +1.073535387321939427e-01 +9.572332250891264771e-02 +8.623026041522133256e-02 +7.832335442512955437e-02 +7.162830616032495046e-02 +5.801741011427928862e-01 +3.621060981966663372e-01 +2.605562243065647765e-01 +2.033589058506749536e-01 +1.665925171585808662e-01 +1.409349732014642254e-01 +1.219763948833524070e-01 +1.073653602457683848e-01 +9.573658317041655597e-02 +8.624453254278496850e-02 +7.833822209275316528e-02 +7.164339938934434493e-02 +5.830213692878486453e-01 +3.621802119127962016e-01 +2.605506573829790007e-01 +2.033461688052904393e-01 +1.665725941143945399e-01 +1.409074295787098308e-01 +1.219415822538153504e-01 +1.073242565516589614e-01 +9.569054201214814703e-02 +8.619504324983807975e-02 +7.828672565519864679e-02 +7.159117226115561949e-02 +5.566541447062729464e-01 +3.614988949516914074e-01 +2.605222810859638694e-01 +2.033145094699864985e-01 +1.665238272303085632e-01 +1.408405483401382607e-01 +1.218577065607323595e-01 +1.072259467969962771e-01 +9.558115632103529602e-02 +8.607816185518521457e-02 +7.816573267085244470e-02 +7.146900814649140288e-02 +5.801682645006591699e-01 +3.620835480883459190e-01 +2.605015372704266308e-01 +2.032585615089035347e-01 +1.664380803199137782e-01 +1.407246221915545714e-01 +1.217143493522276076e-01 +1.070601086842133953e-01 +9.539881380717811499e-02 +8.588536173276277441e-02 +7.796796486533638659e-02 +7.127088265317141347e-02 +5.830107198445571015e-01 +3.621387979769442600e-01 +2.604513047918565194e-01 +2.031664156423930445e-01 +1.663001699509740194e-01 +1.405421135485706297e-01 +1.214932384223604139e-01 +1.068091292978887025e-01 +9.512751310942098304e-02 +8.560275337953024422e-02 +7.768178642419260038e-02 +7.098731775508269892e-02 +5.566328578775917579e-01 +3.614272904824574750e-01 +2.603544418805227578e-01 +2.030173518254924092e-01 +1.660837904052529512e-01 +1.402639439393036369e-01 +1.211653380026424670e-01 +1.064460933307674745e-01 +9.474364030577646367e-02 +8.521045537507432321e-02 +7.729097400757534153e-02 +7.060539218037614750e-02 +5.801352875061557279e-01 +3.619607413045167754e-01 +2.602196585034994847e-01 +2.027745093053600067e-01 +1.657440302772409391e-01 +1.398433055093496191e-01 +1.206864383439709143e-01 +1.059320366497036869e-01 +9.421450151032663423e-02 +8.468198632594109432e-02 +7.677462419980883579e-02 +7.010892224715539744e-02 +5.829511856035950457e-01 +3.619196475125003865e-01 +2.599662488279047556e-01 +2.023681313404051274e-01 +1.652040373041937238e-01 +1.392059510512616283e-01 +1.199911172151788552e-01 +1.052127529509035431e-01 +9.349699440670018735e-02 +8.398401000397918981e-02 +7.610743965108836273e-02 +6.947897032624031355e-02 +5.564983283795746916e-01 +3.610102338208455164e-01 +2.594841365747503348e-01 +2.016668524933268036e-01 +1.643321735213276180e-01 +1.382361577323568680e-01 +1.189856339567998966e-01 +1.042160381525170376e-01 +9.253717738372672919e-02 +8.307695978012839821e-02 +7.526071745108704747e-02 +6.869486296624663368e-02 +5.798768697859670862e-01 +3.611107924689381243e-01 +2.585725971636739784e-01 +2.004177956370807034e-01 +1.629055772452321083e-01 +1.367595190544361183e-01 +1.175421053080547978e-01 +1.028513175586367318e-01 +9.127198406199776848e-02 +8.191723991855723308e-02 +7.420439159109652738e-02 +6.773587758443917750e-02 +5.823133205761985565e-01 +3.599933982930995646e-01 +2.566541602862056903e-01 +1.981332658538303704e-01 +1.605622606330900926e-01 +1.345299223106543873e-01 +1.154997044783635934e-01 +1.010149477406173529e-01 +8.963468721167257292e-02 +8.046168744427441288e-02 +7.291037171043880660e-02 +6.658364874242365949e-02 +5.542424498335966065e-01 +3.560267592981143925e-01 +2.524300334394446454e-01 +1.939289228958477329e-01 +1.567704251693049222e-01 +1.312408583357180247e-01 +1.126826697163240687e-01 +9.860508777504074784e-02 +8.756536915918593234e-02 +7.867453432836629679e-02 +7.135708677600324790e-02 +6.522513074682632916e-02 +5.713989915427082344e-01 +3.464922199490909627e-01 +2.431373933666632903e-01 +1.864619896730609905e-01 +1.509032357390853174e-01 +1.265939836637212379e-01 +1.089444912393730119e-01 +9.554769296729609396e-02 +8.502588676495144437e-02 +7.653606771036761125e-02 +6.953458135014756181e-02 +6.365566275954619158e-02 +5.196100369557306031e-01 +3.155696622293971410e-01 +2.247467561261105862e-01 +1.744803978372976294e-01 +1.425373764923378861e-01 +1.204400140616066345e-01 +1.042337242862682312e-01 +9.182807877974243083e-02 +8.201559086660936693e-02 +7.405077844455917879e-02 +6.744890798252871356e-02 +6.188142570926715574e-02 +3.484250236265489242e-01 +2.577695187471389926e-01 +1.969167753590353731e-01 +1.582088331717699248e-01 +1.318844763342297000e-01 +1.129267888752595178e-01 +9.864960409416244358e-02 +8.751351948476604470e-02 +7.858113967433737190e-02 +7.125186500347888141e-02 +6.512429136135529373e-02 +5.992052255565208374e-02 +2.273748353031782576e-01 +1.942895872749679509e-01 +1.621890817462825762e-01 +1.369943948355499541e-01 +1.177943176103843359e-01 +1.029647682024108502e-01 +9.126291548433421164e-02 +8.183017658466050503e-02 +7.407856028916694202e-02 +6.759974048654500411e-02 +6.210444441929920817e-02 +5.738342694462713472e-02 +1.493386967458148196e-01 +1.380651223982613252e-01 +1.242722114323838584e-01 +1.109675609044300515e-01 +9.926453261303837261e-02 +8.928961645768385136e-02 +8.084570447989995745e-02 +7.367636147229640609e-02 +6.754734017546164260e-02 +6.226465667824286621e-02 +5.767312681191046758e-02 +5.364997367714289395e-02 +9.890995884777055436e-02 +9.527713535464595040e-02 +9.013461680396554765e-02 +8.432186231267942145e-02 +7.844684765297205153e-02 +7.285007673000340467e-02 +6.768110594637022359e-02 +6.298087633657184492e-02 +5.873676455896024301e-02 +5.491320538606164064e-02 +5.146721650723867780e-02 +4.835575882242274665e-02 +6.628916470498300018e-02 +6.512830343014752721e-02 +6.334325632173741505e-02 +6.110908981265818912e-02 +5.860045221318946340e-02 +5.596392461724652295e-02 +5.330815999749424078e-02 +5.070614204549436094e-02 +4.820261559141564983e-02 +4.582213498770990046e-02 +4.357575805514605355e-02 +4.146596650975911680e-02 +6.558653509806577908e-02 +6.449520631084808275e-02 +6.280805334104005988e-02 +6.068183380323714099e-02 +5.827654720683917572e-02 +5.573019959118877958e-02 +5.314825291316196271e-02 +5.060397173167976992e-02 +4.814408218376693693e-02 +4.579565604472594226e-02 +4.357219447872856533e-02 +4.147829645497930207e-02 +9.767880251784308299e-02 +9.433032907451127658e-02 +8.952552710870802233e-02 +8.401024001604900926e-02 +7.835614588845531137e-02 +7.290679372234080968e-02 +6.782864451728377875e-02 +6.317978075769836721e-02 +5.896086475295169577e-02 +5.514565839786076534e-02 +5.169746753541887285e-02 +4.857742122287422859e-02 +1.474412913281814286e-01 +1.372003521692743977e-01 +1.242886620598705749e-01 +1.114797165663569817e-01 +9.998825908334195434e-02 +9.007110028636354515e-02 +8.161096273710817528e-02 +7.439269678973925437e-02 +6.820249527740251949e-02 +6.285632414669829748e-02 +5.820370350702299550e-02 +5.412392085593375340e-02 +2.257895430438409679e-01 +1.957996816262711492e-01 +1.648485831330870621e-01 +1.396113309139689618e-01 +1.200701273262912011e-01 +1.048818434824167201e-01 +9.286878639871745666e-02 +8.317952911155519768e-02 +7.521911641840743623e-02 +6.857016178140099005e-02 +6.293536889684359092e-02 +5.809906774522759915e-02 +3.516381551417170903e-01 +2.687182539880476617e-01 +2.054330969871560608e-01 +1.641767922141859903e-01 +1.361805384866767443e-01 +1.161355750620427507e-01 +1.011246273307031679e-01 +8.947323836470447156e-02 +8.016587871828277645e-02 +7.255531842882956273e-02 +6.621126485490086422e-02 +6.083726830671622871e-02 +6.464937351769585172e-01 +3.570319660013236973e-01 +2.434018684431674684e-01 +1.849127345964335367e-01 +1.491700701764438475e-01 +1.250202147486422499e-01 +1.075817490786743491e-01 +9.437812577610846243e-02 +8.401855842833727550e-02 +7.566170248355938432e-02 +6.876881815640360773e-02 +6.297907604219443733e-02 +7.532342815532757641e-01 +4.151316455812004702e-01 +2.717869233380614813e-01 +2.013498248637255461e-01 +1.598723973860047554e-01 +1.325461490171248868e-01 +1.131659374177477889e-01 +9.868830539627064524e-02 +8.744719758783228714e-02 +7.845451501030058228e-02 +7.108746186724237970e-02 +6.493425905943871201e-02 +8.441823611424777996e-01 +4.369168680951054373e-01 +2.868376691129970735e-01 +2.119954998577252836e-01 +1.676114607130849143e-01 +1.383675177549197610e-01 +1.176829698410648412e-01 +1.022865904432725959e-01 +9.037695632819546521e-02 +8.088369830642540281e-02 +7.313239628110138058e-02 +6.667781469756935142e-02 +8.540639583178866179e-01 +4.423199267944173396e-01 +2.932913790100137863e-01 +2.179537395415213907e-01 +1.726517538188198642e-01 +1.425342181890184579e-01 +1.211259429260644060e-01 +1.051530131718775157e-01 +9.278728302111335924e-02 +8.293135518934818817e-02 +7.488881864538064759e-02 +6.819768330183978433e-02 +7.761100288077525944e-01 +4.424333447463429936e-01 +2.959595382429379695e-01 +2.210787078727776966e-01 +1.757305998956155413e-01 +1.453554088761010721e-01 +1.236306145532435341e-01 +1.073488982233843508e-01 +9.470588445077808559e-02 +8.460939002313447310e-02 +7.636100054389885483e-02 +6.949440648444722701e-02 +8.464415192724639159e-01 +4.443032626956450182e-01 +2.971658586262875268e-01 +2.227098648184477336e-01 +1.775616973926260056e-01 +1.472045392143218889e-01 +1.253950130075585090e-01 +1.089817070114751374e-01 +9.619244148360088509e-02 +8.595155662127335061e-02 +7.756821568439213610e-02 +7.057895082141267540e-02 +8.545878119399434869e-01 +4.447078647158818621e-01 +2.977298985577171986e-01 +2.235825422053873412e-01 +1.786494981370900792e-01 +1.483999571491825542e-01 +1.266143425425402258e-01 +1.101706891922723253e-01 +9.732033525062586121e-02 +8.700350710441040469e-02 +7.853916238256987425e-02 +7.146948536294445153e-02 +7.763411567648860201e-01 +4.433628680000460398e-01 +2.979918764610316462e-01 +2.240664698563767931e-01 +1.793041948662340290e-01 +1.491717595547680519e-01 +1.274490469471422915e-01 +1.110245503436460002e-01 +9.816241786593127294e-02 +8.781397819228523027e-02 +7.930651545348027520e-02 +7.218797984595427819e-02 +8.465138493892638838e-01 +4.447107889974914463e-01 +2.981671836965928413e-01 +2.243458659396952992e-01 +1.797056125354059009e-01 +1.496726044371817221e-01 +1.280182312835762004e-01 +1.116318292086922875e-01 +9.878276039905120598e-02 +8.842867638088146298e-02 +7.990264328165336272e-02 +7.275726772925798780e-02 +8.546205651759856137e-01 +4.449077685066794019e-01 +2.982576802164250140e-01 +2.245119951657782997e-01 +1.799560740775008605e-01 +1.499994926575421716e-01 +1.284051846770299099e-01 +1.120597013693993282e-01 +9.923343474942473985e-02 +8.888696149672518920e-02 +8.035681804111015347e-02 +7.319888212685350670e-02 +7.763635789409157884e-01 +4.434700396020829771e-01 +2.982858657144918380e-01 +2.246126263363941444e-01 +1.801139010069965629e-01 +1.502128143586020648e-01 +1.286660677210148263e-01 +1.123567426467788483e-01 +9.955442936658273623e-02 +8.922064810266690238e-02 +8.069375096011970061e-02 +7.353168528390884029e-02 +8.465233210858538193e-01 +4.447702986868616315e-01 +2.983373515302198964e-01 +2.246744831278135457e-01 +1.802125876538569760e-01 +1.503497380331826339e-01 +1.288377605852564223e-01 +1.125567618881066628e-01 +9.977502927577024117e-02 +8.945407909014971293e-02 +8.093307016402537246e-02 +7.377114337812228084e-02 +8.546257730751116721e-01 +4.449419175002199411e-01 +2.983576892003309555e-01 +2.247104824770055076e-01 +1.802713179818450639e-01 +1.504327540790760531e-01 +1.289437420408426904e-01 +1.126823026397486133e-01 +9.991557999001940416e-02 +8.960478087613016340e-02 +8.108934668077917574e-02 +7.392904082150780765e-02 +7.763674413309081812e-01 +4.434894069513629633e-01 +2.983429032987066631e-01 +2.247279210370864422e-01 +1.803007338829656636e-01 +1.504748234397800255e-01 +1.289980554816312075e-01 +1.127473194384753241e-01 +9.998906773163963868e-02 +8.968424441470046471e-02 +8.117235693782577644e-02 +7.401344150788838339e-02 +8.465247534965748555e-01 +4.447795839338069546e-01 +2.983651815087945414e-01 +2.247313827154918675e-01 +1.803059319727117749e-01 +1.504822840410072748e-01 +1.290077325568097510e-01 +1.127589547190501751e-01 +1.000022718884280848e-01 +8.969857335983089097e-02 +8.118737209988853565e-02 +7.402874905921776050e-02 +8.546260146445129324e-01 +4.449435308866367955e-01 +2.983625480736762370e-01 +2.247204625832893432e-01 +1.802877735932758296e-01 +1.504562418054771200e-01 +1.289740129342439867e-01 +1.127184794706240084e-01 +9.995640900665277162e-02 +8.964887110248019597e-02 +8.113535114922360014e-02 +7.397576898980680327e-02 +7.763663072666596721e-01 +4.434836779154132658e-01 +2.983258382616636450e-01 +2.246929382481570314e-01 +1.802431634468321386e-01 +1.503928117887251836e-01 +1.288925594100214234e-01 +1.126214626322834950e-01 +9.984725132913056800e-02 +8.953131385508236728e-02 +8.101297877874623354e-02 +7.385172229464739835e-02 +8.465225391244085573e-01 +4.447652699719009672e-01 +2.983224627512914839e-01 +2.246445041630855954e-01 +1.801642356332474881e-01 +1.502822705723174390e-01 +1.287527053239697350e-01 +1.124571831025209107e-01 +9.966471871797372151e-02 +8.933690144434226765e-02 +8.081253800156226741e-02 +7.365020146343129182e-02 +8.546219890226792737e-01 +4.449169998774101242e-01 +2.982842511796811036e-01 +2.245636106798813703e-01 +1.800361339829042173e-01 +1.501068968263636061e-01 +1.285356072570506270e-01 +1.122072390093653699e-01 +9.939195048062178517e-02 +8.905091631307822386e-02 +8.052165321336025861e-02 +7.336110028635760283e-02 +7.763568214725533601e-01 +4.434369464837425445e-01 +2.981918316711795747e-01 +2.244306863740726521e-01 +1.798327573350257669e-01 +1.498369495484199454e-01 +1.282110213203454530e-01 +1.118432797026578801e-01 +9.900390023486137225e-02 +8.865217959849912288e-02 +8.012299538343541083e-02 +7.297059282612533559e-02 +8.465094305986551326e-01 +4.446838386210115179e-01 +2.980934577039385247e-01 +2.242108483724424839e-01 +1.795087289014606902e-01 +1.494238220054857347e-01 +1.277323232711318479e-01 +1.113238483137620471e-01 +9.846560815504790121e-02 +8.811229620702666632e-02 +7.959411728226713223e-02 +7.246128646761025582e-02 +8.545979693786415199e-01 +4.447678892681272145e-01 +2.978810963298434977e-01 +2.238346679411103435e-01 +1.789846346873958660e-01 +1.487890085913814719e-01 +1.270295065073007157e-01 +1.105905925402324019e-01 +9.773054930621691283e-02 +8.739524812672680443e-02 +7.890768398144905327e-02 +7.181272352658531199e-02 +7.762912641746612108e-01 +4.431417692183766133e-01 +2.974467841893326803e-01 +2.231679415806618882e-01 +1.781208436481343804e-01 +1.478075786680797532e-01 +1.260005982492225785e-01 +1.095647637691760101e-01 +9.673988626708583671e-02 +8.645792107541885874e-02 +7.803246199511319758e-02 +7.100243741313548573e-02 +8.463930573721422101e-01 +4.440549766836324741e-01 +2.966288469708861508e-01 +2.219425082957087458e-01 +1.766736502068453341e-01 +1.462867919572123920e-01 +1.245039423764525283e-01 +1.081461614824290457e-01 +9.542403918000787189e-02 +8.525236275093475702e-02 +7.693547315320109492e-02 +7.000774912328928956e-02 +8.542893588714345343e-01 +4.432429085943750957e-01 +2.947866034091223830e-01 +2.196143628742407150e-01 +1.742331642819605619e-01 +1.439475597831726128e-01 +1.223578639818265618e-01 +1.062183484628723279e-01 +9.370845945087728779e-02 +8.373058687155024438e-02 +7.558560975816287775e-02 +6.880837494050261183e-02 +7.748314736627246457e-01 +4.387608326598483877e-01 +2.904229147631880448e-01 +2.151406240529399050e-01 +1.701733953768437557e-01 +1.404324225833595008e-01 +1.193595195460025182e-01 +1.036649061927166632e-01 +9.152518916557221551e-02 +8.185226515521300261e-02 +7.395864179466689337e-02 +6.738967906137602326e-02 +8.401551445745679692e-01 +4.291825790959158393e-01 +2.800417346243544992e-01 +2.068344611620088758e-01 +1.637242509375777255e-01 +1.353821211173036887e-01 +1.153352357728867628e-01 +1.003990423009708810e-01 +8.882981329640948776e-02 +7.959447039713332672e-02 +7.204291075670482547e-02 +6.574607574481043659e-02 +7.739423224117428779e-01 +3.892302082052707113e-01 +2.578676958889377091e-01 +1.930024352293895906e-01 +1.543332787884319768e-01 +1.286051702796748297e-01 +1.102186214578922546e-01 +9.640052702298795850e-02 +8.561962218772081745e-02 +7.696098783861231307e-02 +6.984430123353432829e-02 +6.388378743933334492e-02 +4.511059225638214265e-01 +3.079381858616466183e-01 +2.229915122078773293e-01 +1.738293865052165654e-01 +1.422273441506602398e-01 +1.202642164210665082e-01 +1.041187644186712530e-01 +9.174285361008592543e-02 +8.194522498733643190e-02 +7.398758247329968729e-02 +6.738874936459943177e-02 +6.182208876025505062e-02 +2.677647674482694362e-01 +2.219458059085469004e-01 +1.799634276641771113e-01 +1.488981330641115930e-01 +1.262082545972960657e-01 +1.091887236311240711e-01 +9.603627473636264233e-02 +8.559743726647833784e-02 +7.712076985870376655e-02 +7.010249746797564407e-02 +6.419496611445711653e-02 +5.915175573294152028e-02 +1.655209417517519155e-01 +1.514303005408745018e-01 +1.346139900070707496e-01 +1.188549125992475752e-01 +1.053462660035380943e-01 +9.406775452966889550e-02 +8.467260472843578245e-02 +7.679549593757285797e-02 +7.012873786335747928e-02 +6.442929833826067931e-02 +5.950888294565106346e-02 +5.522197067228232226e-02 +1.056127702472539065e-01 +1.013954331854727553e-01 +9.548325024221952784e-02 +8.888145399313539252e-02 +8.229299037430395924e-02 +7.609032877801498451e-02 +7.042099205446399057e-02 +6.531136968691647615e-02 +6.073222594577194766e-02 +5.663316709639858865e-02 +5.295908147266993604e-02 +4.965735138498629520e-02 +6.918188266843286471e-02 +6.790007081716288584e-02 +6.593571144338791767e-02 +6.348830662152467330e-02 +6.075463926610376320e-02 +5.789740161171092608e-02 +5.503491619702016030e-02 +5.224476316890353661e-02 +4.957296428248418596e-02 +4.704347108163597913e-02 +4.466582604147114471e-02 +4.244065639576623944e-02 +6.785415341235084830e-02 +6.668329000093772829e-02 +6.487603362448265965e-02 +6.260344319998215057e-02 +6.003933166961582940e-02 +5.733267721303235420e-02 +5.459637316438298305e-02 +5.190797884717063965e-02 +4.931620624687342580e-02 +4.684861693671635297e-02 +4.451833065621962210e-02 +4.232911402432278092e-02 +1.023723358273436607e-01 +9.870899671722065116e-02 +9.346880429254764144e-02 +8.747940890683587878e-02 +8.136941567772451589e-02 +7.551051239558148609e-02 +7.007739182792911692e-02 +6.512610654989157977e-02 +6.065125552555198502e-02 +5.661965405728984491e-02 +5.298810853531417397e-02 +4.971213368146967793e-02 +1.569447349199892261e-01 +1.455451934774469325e-01 +1.312365427338022805e-01 +1.171350917571501171e-01 +1.045786819613515051e-01 +9.382177788136501773e-02 +8.470636443602173882e-02 +7.697471495960518661e-02 +7.037833101459481377e-02 +6.470699427617786215e-02 +5.979093639287589440e-02 +5.549528894667753176e-02 +2.442180441896039944e-01 +2.105048023713885219e-01 +1.758383292667594910e-01 +1.477939886944095726e-01 +1.262816322219023901e-01 +1.097101920097241223e-01 +9.670652281573445530e-02 +8.628974642386239013e-02 +7.778173003561014709e-02 +7.071123824383120093e-02 +6.474543543470098750e-02 +5.964465793405972910e-02 +3.856185221098640259e-01 +2.920276859228980726e-01 +2.207997189013226336e-01 +1.747201415090348930e-01 +1.437640296663744988e-01 +1.218165335196522009e-01 +1.055229040328256734e-01 +9.296954419256781010e-02 +8.300483941296871171e-02 +7.490058528159412865e-02 +6.817625002758519182e-02 +6.250302378750961785e-02 +7.376092483322757021e-01 +3.911752300330909593e-01 +2.629742615683967055e-01 +1.974843207874353024e-01 +1.578675338748358747e-01 +1.313734007797290881e-01 +1.124153720612938862e-01 +9.817211671007360085e-02 +8.706996633508028161e-02 +7.816387137190762557e-02 +7.085295757515182313e-02 +6.473741830003391928e-02 +8.501086736144346512e-01 +4.557043621884257489e-01 +2.942852796069319044e-01 +2.154328860793170985e-01 +1.694391704800958520e-01 +1.394419471533353549e-01 +1.183601207618529549e-01 +1.027338598657323160e-01 +9.068106111211261811e-02 +8.109322967408176541e-02 +7.327644582433519294e-02 +6.677483244471080215e-02 +9.784653919038853731e-01 +4.796092173926209679e-01 +3.106410590116654435e-01 +2.269278548150458208e-01 +1.777394143703785456e-01 +1.456460131989417150e-01 +1.231472103542166907e-01 +1.065288443173626753e-01 +9.375812993746344970e-02 +8.363541225808725221e-02 +7.540985681096698534e-02 +6.858888744695548767e-02 +9.921914488853073033e-01 +4.853221230744673709e-01 +3.174883483873484624e-01 +2.332564805174257294e-01 +1.830832988214120272e-01 +1.500499478488283578e-01 +1.267736111236028029e-01 +1.095377566819682319e-01 +9.628033033855513956e-02 +8.577201347295103362e-02 +7.723788960760466504e-02 +7.016709714877074344e-02 +8.740815196959299538e-01 +4.851745417381355674e-01 +3.202387679417424970e-01 +2.365120790225765657e-01 +1.863030212711507538e-01 +1.530021150281295206e-01 +1.293921393149116139e-01 +1.118297175893429307e-01 +9.827908290258149937e-02 +8.751676290709416162e-02 +7.876572938824796810e-02 +7.151046067572949805e-02 +9.805100335835684744e-01 +4.872845146484850454e-01 +3.214552915166143943e-01 +2.381782261803081224e-01 +1.881901210299636862e-01 +1.549161182447329477e-01 +1.312215699267024194e-01 +1.135231426080430539e-01 +9.982002136378718971e-02 +8.890674767332164274e-02 +8.001456940204422497e-02 +7.263107734066920340e-02 +9.926399601756005220e-01 +4.877098428380509665e-01 +3.220094806248845476e-01 +2.390530952521085495e-01 +1.892951605468350951e-01 +1.561398362938873075e-01 +1.324750296936190452e-01 +1.147479996325867779e-01 +1.009829658832703259e-01 +8.999154146133910015e-02 +8.101553814693342181e-02 +7.354864940982291932e-02 +8.742901571553409745e-01 +4.860739750749024091e-01 +3.222559365242568252e-01 +2.395300381381337274e-01 +1.899513114634808764e-01 +1.569214878068359853e-01 +1.333258350924204361e-01 +1.156216906082489365e-01 +1.018465227940348744e-01 +9.082367069461763642e-02 +8.180381605112894972e-02 +7.428681656271209077e-02 +9.805681588784405101e-01 +4.876677212673850570e-01 +3.224267649797591950e-01 +2.398014947366882144e-01 +1.903487358524069972e-01 +1.574236931522524918e-01 +1.339013314090873319e-01 +1.162390250487937982e-01 +1.024793254865402764e-01 +9.145208619270264738e-02 +8.241405553885154667e-02 +7.487001580316345051e-02 +9.926654224358770762e-01 +4.878935995986748986e-01 +3.225117480918769930e-01 +2.399608350257023959e-01 +1.905940565238022633e-01 +1.577485477689371252e-01 +1.342896964033488405e-01 +1.166713539193275639e-01 +1.029367773214563686e-01 +9.191870081519962210e-02 +8.287743946831249708e-02 +7.532119087131611268e-02 +8.743089092325688760e-01 +4.861707975381391322e-01 +3.225312724690378441e-01 +2.400562318333692158e-01 +1.907472375751280980e-01 +1.579589080722130223e-01 +1.345498409842665055e-01 +1.169698810010519618e-01 +1.032611579223131487e-01 +9.225721529754253580e-02 +8.322017556731349519e-02 +7.566036299681731803e-02 +9.805753259895665375e-01 +4.877206683703342871e-01 +3.225840662917980328e-01 +2.401145301996086556e-01 +1.908423150438097460e-01 +1.580930758395704683e-01 +1.347201307042884544e-01 +1.171699996178182240e-01 +1.034832547845007250e-01 +9.249329489907882895e-02 +8.346299938899232052e-02 +7.590389457728352607e-02 +9.926692847519666962e-01 +4.879236396260320241e-01 +3.226032510743300774e-01 +2.401482044025272933e-01 +1.908985830304662235e-01 +1.581740307245881605e-01 +1.348248165892124151e-01 +1.172951709884011845e-01 +1.036243535943386779e-01 +9.264534448589936688e-02 +8.362125346641706425e-02 +7.606421876858533715e-02 +8.743120251031156753e-01 +4.861877100715320532e-01 +3.225830675621992327e-01 +2.401643374521238161e-01 +1.909266627110950132e-01 +1.582149275925767429e-01 +1.348783230148785373e-01 +1.173598505697172889e-01 +1.036979890825826672e-01 +9.272539345555591561e-02 +8.370520565826858328e-02 +7.614982551908291986e-02 +9.805763820485381421e-01 +4.877287282415722069e-01 +3.226092162292833465e-01 +2.401676513033207394e-01 +1.909316188951509785e-01 +1.582221706320386667e-01 +1.348878454267690430e-01 +1.173714143371611257e-01 +1.037112091043288081e-01 +9.273981828408449368e-02 +8.372038278161365865e-02 +7.616534472087629903e-02 +9.926694609907367184e-01 +4.879250368751636424e-01 +3.226076330744644394e-01 +2.401575046602664187e-01 +1.909143009444138617e-01 +1.581968750900163145e-01 +1.348546503101196170e-01 +1.173311730792205160e-01 +1.036652769956486336e-01 +9.268977065431045770e-02 +8.366778960065987536e-02 +7.611162277621466576e-02 +8.743111165188577338e-01 +4.861827400110103059e-01 +3.225676650615888486e-01 +2.401317149053637801e-01 +1.908716393500766439e-01 +1.581351201421694885e-01 +1.347743038847563357e-01 +1.172345546433623820e-01 +1.035558005582686986e-01 +9.257125806642686749e-02 +8.354395157517092996e-02 +7.598573895881359508e-02 +9.805747452024985433e-01 +4.877162722213453927e-01 +3.225705219838791993e-01 +2.400863732970973385e-01 +1.907958086457517688e-01 +1.580270596476679446e-01 +1.346358712495530352e-01 +1.170704707997628630e-01 +1.033722876349366104e-01 +9.237486867236911758e-02 +8.334077086741349671e-02 +7.578095204067089585e-02 +9.926664882353533059e-01 +4.879017928968244489e-01 +3.225362624515066279e-01 +2.400099301292475118e-01 +1.906719176498576085e-01 +1.578546454520649012e-01 +1.344199421959807461e-01 +1.168198138032364164e-01 +1.030971311045138367e-01 +9.208517072548762228e-02 +8.304523284916984216e-02 +7.548661043668680737e-02 +8.743033503125819950e-01 +4.861413558273950386e-01 +3.224444005828392967e-01 +2.398829854710095300e-01 +1.904735714307382033e-01 +1.575873531452045007e-01 +1.340951606917867300e-01 +1.164529871373923553e-01 +1.027040601132167413e-01 +9.167987712888385488e-02 +8.263905941094699947e-02 +7.508810614232756808e-02 +9.805647460285267236e-01 +4.876432712681122439e-01 +3.223573829194367746e-01 +2.396708114785887911e-01 +1.901543766599282648e-01 +1.571748262076621550e-01 +1.336128083448222259e-01 +1.159264308865502052e-01 +1.021562094167871027e-01 +9.112897515188012054e-02 +8.209848743008935079e-02 +7.456700646163416657e-02 +9.926479909948563440e-01 +4.877659123084728821e-01 +3.221555006236730967e-01 +2.393025568181757490e-01 +1.896320888394429638e-01 +1.565348600290651093e-01 +1.328990835001629400e-01 +1.151783824005753187e-01 +1.014042208606132089e-01 +9.039420338558171175e-02 +8.139445758289608202e-02 +7.390155242037012295e-02 +8.742467010062255905e-01 +4.858665514226306326e-01 +3.217280955100486062e-01 +2.386392938089281213e-01 +1.887600448949486032e-01 +1.555351012219988727e-01 +1.318454479252816891e-01 +1.141248280321878333e-01 +1.003852624667992133e-01 +8.942950883483954949e-02 +8.049360924558913999e-02 +7.306774949115529827e-02 +9.804696717163543518e-01 +4.870432338893865287e-01 +3.209191631579365600e-01 +2.373984162041448132e-01 +1.872783400933830944e-01 +1.539688150717015980e-01 +1.302995928711702944e-01 +1.126579713261244148e-01 +9.902450766219590694e-02 +8.818336172374344195e-02 +7.936053075056968831e-02 +7.204125802717878391e-02 +9.923887372847103316e-01 +4.862650937771323401e-01 +3.190410725401885972e-01 +2.349945537106987725e-01 +1.847428318542963521e-01 +1.515327982482837510e-01 +1.280641251542730119e-01 +1.106514422963730954e-01 +9.724117439837948185e-02 +8.660384235740453684e-02 +7.796160378797682700e-02 +7.080016980454957587e-02 +8.728400974247164656e-01 +4.813902367866703669e-01 +3.144641110115221627e-01 +2.302828867270343971e-01 +1.804642564075431554e-01 +1.478335907041508079e-01 +1.249161961926998632e-01 +1.079776447685744933e-01 +9.496094388255621466e-02 +8.464691780045599523e-02 +7.627038854104974119e-02 +6.932850117014370539e-02 +9.746620010481401586e-01 +4.712577123369324217e-01 +3.032986225967140292e-01 +2.213755683578110534e-01 +1.735807142045840967e-01 +1.424699533404432394e-01 +1.206623291822953165e-01 +1.045400688601870465e-01 +9.213444267100256990e-02 +8.228704042216296310e-02 +7.427380058205659830e-02 +6.761987327204152520e-02 +9.064118479042880816e-01 +4.270880173647291222e-01 +2.789737256851628766e-01 +2.063365956781380295e-01 +1.634590494066207045e-01 +1.352215045550314021e-01 +1.152251631062438247e-01 +1.003141727640862874e-01 +8.875726733581283667e-02 +7.952737364220839600e-02 +7.197755012920484252e-02 +6.568051904549218611e-02 +4.991474383537305437e-01 +3.360757493036719556e-01 +2.403189627707717491e-01 +1.853239692714130915e-01 +1.503333393140580954e-01 +1.262599274936430371e-01 +1.087204120282102560e-01 +9.537789691114244295e-02 +8.488297972561700822e-02 +7.640566666361267578e-02 +6.940893302428025047e-02 +6.353066523920694597e-02 +2.913959919135664656e-01 +2.397678113616041329e-01 +1.925958406753366103e-01 +1.579770605248812243e-01 +1.329439677326274272e-01 +1.143442284405104536e-01 +1.000896884298799611e-01 +8.885645322036025973e-02 +7.978998286542050844e-02 +7.232237030283392154e-02 +6.606481923054927097e-02 +6.074371365642249054e-02 +1.770530320352487752e-01 +1.612989354544316078e-01 +1.425824443583428580e-01 +1.251698366233532089e-01 +1.103678497640456085e-01 +9.810854742404240270e-02 +8.796956315178935948e-02 +7.952183978145620225e-02 +7.241075765403201525e-02 +6.635997514743542658e-02 +6.115766434308882171e-02 +5.664154977966097404e-02 +1.110296805573242757e-01 +1.063954395982215778e-01 +9.992157866783810127e-02 +9.272745966481078794e-02 +8.558756303066743232e-02 +7.890366546771891698e-02 +7.282720412748650007e-02 +6.737747093516946451e-02 +6.251500126147707670e-02 +5.817941317907458082e-02 +5.430697006157321483e-02 +5.083797317529894361e-02 +7.169754545094628173e-02 +7.031810527798124100e-02 +6.820789839844482172e-02 +6.558526381757667778e-02 +6.266448434506086129e-02 +5.962144737735455835e-02 +5.658281268551151877e-02 +5.363050093710170635e-02 +5.081213576992336250e-02 +4.815162909397452395e-02 +4.565761610078001437e-02 +4.332943106185085241e-02 +6.976039533039797569e-02 +6.853009438035143064e-02 +6.663202062288335614e-02 +6.424699483137670530e-02 +6.155866419804362916e-02 +5.872426202467196515e-02 +5.586268700316271429e-02 +5.305533256326924740e-02 +5.035301643021604379e-02 +4.778419054106913810e-02 +4.536208619344969661e-02 +4.309012266735236935e-02 +1.059405534446308528e-01 +1.020866755897830574e-01 +9.657270725376346232e-02 +9.027074154161260355e-02 +8.384515766343098031e-02 +7.768961958365276643e-02 +7.198902091721341712e-02 +6.680209051866703440e-02 +6.212216246981390466e-02 +5.791310097045637012e-02 +5.412828279156373101e-02 +5.071988620655528551e-02 +1.629974284911401283e-01 +1.511102956916127171e-01 +1.361411221947047556e-01 +1.213452925458502613e-01 +1.081490309632042041e-01 +9.684084345963164808e-02 +8.726495308774964710e-02 +7.915313627868854340e-02 +7.224342947062518949e-02 +6.631303349507487732e-02 +6.118160769068076155e-02 +5.670577838683958649e-02 +2.530158347856370504e-01 +2.184853977980932282e-01 +1.826599628211175996e-01 +1.534235631770985431e-01 +1.308771888516228332e-01 +1.134706361659517382e-01 +9.980814573731118522e-02 +8.887279339112211241e-02 +7.995379942199107304e-02 +7.255422067980768497e-02 +6.632192401888320488e-02 +6.100296365883286359e-02 +3.957538376496566035e-01 +3.018445549638477110e-01 +2.292326341049020222e-01 +1.815159172705154422e-01 +1.491668066277747340e-01 +1.261384742227082412e-01 +1.090233281277884353e-01 +9.584293549792152755e-02 +8.539346013636510413e-02 +7.690866927751208171e-02 +6.988107700517147414e-02 +6.396278575831686186e-02 +7.435132380382668549e-01 +4.018115606086505309e-01 +2.726552292421093315e-01 +2.052036253064274951e-01 +1.639018638537570183e-01 +1.361298140726780737e-01 +1.162223488612832978e-01 +1.012680125444086476e-01 +8.962442671863669885e-02 +8.029849382810987091e-02 +7.265631270253840313e-02 +6.627524249098062925e-02 +8.574880789668315462e-01 +4.673351748827088148e-01 +3.049236767961855943e-01 +2.238671114961839070e-01 +1.759764214972366625e-01 +1.445533691443415258e-01 +1.224229955309843881e-01 +1.060187782450563443e-01 +9.337845854812600044e-02 +8.333824046307254652e-02 +7.516663624373209895e-02 +6.838205919090120655e-02 +9.844415949443037217e-01 +4.919438316944899081e-01 +3.218930111086244494e-01 +2.358304843840018372e-01 +1.846265509789804804e-01 +1.510182969645633422e-01 +1.274064971306153871e-01 +1.099638668375434863e-01 +9.657211251640752947e-02 +8.597240373716011352e-02 +7.737366787621871578e-02 +7.025580296250313883e-02 +9.981473011320909361e-01 +4.980020180274050134e-01 +3.290562219690161272e-01 +2.424217360868305693e-01 +1.901853953426563548e-01 +1.555956999376345018e-01 +1.311719853329304797e-01 +1.130844014449350621e-01 +9.918438199464030269e-02 +8.818224136876404162e-02 +7.926175446696151483e-02 +7.188367179166689491e-02 +8.825464156122743153e-01 +4.980690475296966069e-01 +3.319464876895562577e-01 +2.458080692007452439e-01 +1.935244731534596085e-01 +1.586537126003417231e-01 +1.338821361210522365e-01 +1.154544809272054773e-01 +1.012492471525276855e-01 +8.998282026068184225e-02 +8.083678583782930027e-02 +7.326703416581471784e-02 +9.867254108045678818e-01 +5.001464421198141830e-01 +3.332191548248186197e-01 +2.475346179915651756e-01 +1.954730081562031374e-01 +1.606279084622123099e-01 +1.357682707874832417e-01 +1.171996910625737326e-01 +1.028364914608630998e-01 +9.141367227264335371e-02 +8.212142295731381103e-02 +7.441888599535818882e-02 +9.986597815562580083e-01 +5.005793342773312560e-01 +3.337967417230099931e-01 +2.484361842787935204e-01 +1.966078680787409216e-01 +1.618838948735412675e-01 +1.370549697782729170e-01 +1.184572578962939521e-01 +1.040305190067037922e-01 +9.252728352082302543e-02 +8.314866469944549865e-02 +7.536014564891495293e-02 +8.827830629411118624e-01 +4.990387596172924378e-01 +3.340542390508710602e-01 +2.489244954167216251e-01 +1.972776897724516088e-01 +1.626818896188871599e-01 +1.379242921108597142e-01 +1.193507076656186855e-01 +1.049141396215880900e-01 +9.337904344857035632e-02 +8.395564153788263873e-02 +7.611578655117920422e-02 +9.867917044923563141e-01 +5.005576288356805570e-01 +3.342280443023388226e-01 +2.492004962208954899e-01 +1.976808993987216045e-01 +1.631918176746978699e-01 +1.385095503280281415e-01 +1.199794562526299985e-01 +1.055594159613498922e-01 +9.402040236399493434e-02 +8.457880762066233293e-02 +7.671153820555966230e-02 +9.986886319234302700e-01 +5.007750618822961464e-01 +3.343145732863482267e-01 +2.493614413441067046e-01 +1.979283127037383960e-01 +1.635199415644049692e-01 +1.389027087055619003e-01 +1.204180599287750092e-01 +1.060243316721451445e-01 +9.449528144468795354e-02 +8.505087520675103097e-02 +7.717149305071617504e-02 +8.828039131658904637e-01 +4.991410069279482165e-01 +3.343360166983745385e-01 +2.494572328040737530e-01 +1.980819623425416898e-01 +1.637314009017728778e-01 +1.391649663828374850e-01 +1.207198336849649445e-01 +1.063529959090245697e-01 +9.483889683943462490e-02 +8.539926782387602389e-02 +7.751662606122462773e-02 +9.867996934020850652e-01 +5.006131771082277249e-01 +3.343879328570772413e-01 +2.495154531316776392e-01 +1.981768876777749433e-01 +1.638657151082067720e-01 +1.393360240105018244e-01 +1.209215041510064009e-01 +1.065774326039778674e-01 +9.507799823711537979e-02 +8.564563367891528389e-02 +7.776404461535627033e-02 +9.986929128355066521e-01 +5.008063841909947689e-01 +3.344070373551656927e-01 +2.495489518657515449e-01 +1.982328618852470803e-01 +1.639464977154377612e-01 +1.394408867886696990e-01 +1.210473409903102399e-01 +1.067197234468951067e-01 +9.523172454581199653e-02 +8.580595935381342410e-02 +7.792672600675006056e-02 +8.828073121761137454e-01 +4.991585414322649572e-01 +3.343881154102618103e-01 +2.495649665829375030e-01 +1.982607276923739059e-01 +1.639872203806888029e-01 +1.394943836509969504e-01 +1.211122598791921079e-01 +1.067938791259735037e-01 +9.531256221010928065e-02 +8.589092729444727792e-02 +7.801352014472125174e-02 +9.868008531326337707e-01 +5.006215123430466374e-01 +3.344131538700181316e-01 +2.495682441453171974e-01 +1.982656410543530701e-01 +1.639944259158953588e-01 +1.395038966881275710e-01 +1.211238583683682812e-01 +1.068071846490663140e-01 +9.532712185442319963e-02 +8.590628156440625884e-02 +7.802924903737890050e-02 +9.986931062562487416e-01 +5.008078272913426554e-01 +3.344114259841852732e-01 +2.495581832095123409e-01 +1.982484660510436258e-01 +1.639692525046798632e-01 +1.394707240579259044e-01 +1.210834855866374515e-01 +1.067609450232417656e-01 +9.527659681303665695e-02 +8.585306595700020749e-02 +7.797479387834214959e-02 +8.828063252366279423e-01 +4.991534096761759964e-01 +3.343726822027213719e-01 +2.495325709076747223e-01 +1.982060800284799196e-01 +1.639076970660933996e-01 +1.393903195183514021e-01 +1.209864342645607244e-01 +1.066506220593042703e-01 +9.515684934839740983e-02 +8.572767035216438680e-02 +7.784711345103756397e-02 +9.867990526832929321e-01 +5.006086106238493150e-01 +3.343742932473145468e-01 +2.494873623453541800e-01 +1.981305048860909912e-01 +1.637996886324215862e-01 +1.392514533027771617e-01 +1.208212733934399818e-01 +1.064653628260599505e-01 +9.495811619537419812e-02 +8.552167441603748810e-02 +7.763918386136565986e-02 +9.986898194549662655e-01 +5.007836488166467204e-01 +3.343394669763790072e-01 +2.494107998840967844e-01 +1.980065088789340622e-01 +1.636267116343285422e-01 +1.390341401443876690e-01 +1.205682610181006975e-01 +1.061869207980169066e-01 +9.466436430767544152e-02 +8.522152734653981598e-02 +7.733989447440990650e-02 +8.827977811924925255e-01 +4.991101516963610818e-01 +3.342477404576124633e-01 +2.492829501180054141e-01 +1.978069760100718000e-01 +1.633573309667939732e-01 +1.387059869541762136e-01 +1.201967301685223644e-01 +1.057880041676404342e-01 +9.425238978761864284e-02 +8.480816415591577173e-02 +7.693398444524054969e-02 +9.867878618207921448e-01 +5.005317240655499100e-01 +3.341568538519923415e-01 +2.490678488123419521e-01 +1.974840164216959126e-01 +1.629394645057954394e-01 +1.382164727774005675e-01 +1.196613959096649166e-01 +1.052302052491672218e-01 +9.369086802181184059e-02 +8.425674562702284431e-02 +7.640216121166967800e-02 +9.986689364286556181e-01 +5.006394258708736222e-01 +3.339482190048675414e-01 +2.486919905372166617e-01 +1.969523269586858638e-01 +1.622877162722617672e-01 +1.374887622177005664e-01 +1.188978238852433783e-01 +1.044619412041694895e-01 +9.293975596908876646e-02 +8.353682286318610262e-02 +7.572160110569291225e-02 +8.827340163702716014e-01 +4.988164438535955814e-01 +3.335062438061440759e-01 +2.480104708035660299e-01 +1.960591266782355235e-01 +1.612640230453293022e-01 +1.364094185704072815e-01 +1.178180561892821082e-01 +1.034173371390024604e-01 +9.195071547894644037e-02 +8.261334635415852612e-02 +7.486707245625863483e-02 +9.866790939103496916e-01 +4.998856737590086086e-01 +3.326578374078413836e-01 +2.467275552756456602e-01 +1.945327445077394135e-01 +1.596519544825450443e-01 +1.348186890179833286e-01 +1.163088460705472560e-01 +1.020176851539354029e-01 +9.066949076873401236e-02 +8.144899938261558614e-02 +7.381290407948887244e-02 +9.983717979783879315e-01 +4.990182185810274618e-01 +3.306862095287037562e-01 +2.442306871173158533e-01 +1.919079974639485986e-01 +1.571331845692715001e-01 +1.325088617295163140e-01 +1.142369809627843263e-01 +1.001777157851931749e-01 +8.904121957174720992e-02 +8.000822240115311457e-02 +7.253589571666020641e-02 +8.811579286083990326e-01 +4.940068337207234039e-01 +3.258896877913651791e-01 +2.393248733478491319e-01 +1.874626521941077650e-01 +1.532937351756370470e-01 +1.292446975318574387e-01 +1.114674417709774629e-01 +9.781863746550152616e-02 +8.701913861451432419e-02 +7.826288234381856279e-02 +7.101899684546973679e-02 +9.803582414002476320e-01 +4.832095102521689056e-01 +3.142548035332787260e-01 +2.300500868355922768e-01 +1.802940832923815850e-01 +1.477104471833005361e-01 +1.248210562173335814e-01 +1.078974535032266452e-01 +9.488764817181297162e-02 +8.457578442311960987e-02 +7.619880361711529881e-02 +6.925519806455444904e-02 +9.111394488846827899e-01 +4.381267503103475902e-01 +2.891258434866703642e-01 +2.144077913718755724e-01 +1.697381766955713134e-01 +1.401489177059045410e-01 +1.191543559798411284e-01 +1.034997359392297311e-01 +9.137916631250081467e-02 +8.171384869208762891e-02 +7.382154590863421184e-02 +6.725072588506839089e-02 +5.082871197258459484e-01 +3.463441370298989685e-01 +2.493452199843956552e-01 +1.925551638525256903e-01 +1.560328107280796461e-01 +1.307853777933852268e-01 +1.123640421461953309e-01 +9.835497705342557961e-02 +8.734871260943817550e-02 +7.847247211107069575e-02 +7.115940182195124031e-02 +6.502653075831681118e-02 +3.008964485985130000e-01 +2.484993900272632339e-01 +2.000439620755852799e-01 +1.640567323537469591e-01 +1.378508178554545549e-01 +1.183213339653525487e-01 +1.033453027947704300e-01 +9.155166432181759129e-02 +8.204572399545741190e-02 +7.422914154790670460e-02 +6.769088140823320554e-02 +6.214119551401686703e-02 +1.838723245911084991e-01 +1.675220393519760154e-01 +1.480035680824325905e-01 +1.297630872066060648e-01 +1.142162391978889802e-01 +1.013297115568565360e-01 +9.067686388412982135e-02 +8.181149751938358861e-02 +7.436050686816843280e-02 +6.803150966860342652e-02 +6.259978988941487799e-02 +5.789302300060603784e-02 +1.150246043827573561e-01 +1.101535150290447324e-01 +1.033444641626039412e-01 +9.577522201438372351e-02 +8.826468710260299000e-02 +8.123954858367225806e-02 +7.486096803326990068e-02 +6.914916875904864035e-02 +6.406155141947177112e-02 +5.953320216898914247e-02 +5.549573470615954546e-02 +5.188520774557705412e-02 +7.378833583561777987e-02 +7.233774997643252491e-02 +7.011974025596932891e-02 +6.736512864859756089e-02 +6.430039816885187165e-02 +6.111127405401067109e-02 +5.793121285167955603e-02 +5.484618218769495013e-02 +5.190578986138467965e-02 +4.913456649180907715e-02 +4.654094781229827643e-02 +4.412362566287254123e-02 +7.130273965337113884e-02 +7.003190851516989668e-02 +6.807081380639901091e-02 +6.560593749438552169e-02 +6.282704930361904250e-02 +5.989698789038021970e-02 +5.693916685240310582e-02 +5.403823922385403433e-02 +5.124713801241146532e-02 +4.859552039929015271e-02 +4.609716339919096850e-02 +4.375558674709271317e-02 +1.084903177025692972e-01 +1.045438169835452152e-01 +9.888763063276680143e-02 +9.240999346563127936e-02 +8.579264752828588692e-02 +7.944381279323591005e-02 +7.355827072258933064e-02 +6.820024355267366445e-02 +6.336536645293744385e-02 +5.901782740066961741e-02 +5.511024502449157064e-02 +5.159352556533939455e-02 +1.665043862858131829e-01 +1.545115086316897479e-01 +1.393456811955562091e-01 +1.242774017843469303e-01 +1.107725660615353214e-01 +9.915596714237384646e-02 +8.929322183004580193e-02 +8.092499005505994492e-02 +7.379088386698796909e-02 +6.766619193205443417e-02 +6.236732728531495240e-02 +5.774739886642680370e-02 +2.567487605359841663e-01 +2.223613629017911486e-01 +1.864948584830528056e-01 +1.569862022122425205e-01 +1.340510790008233866e-01 +1.162377655778645547e-01 +1.021986317399149607e-01 +9.093289442448816706e-02 +8.173100204579496209e-02 +7.409153187214445602e-02 +6.765633275128206392e-02 +6.216558074372622450e-02 +3.986087583006142077e-01 +3.055423307166492131e-01 +2.333593241914826144e-01 +1.854934514625276309e-01 +1.527282186250046303e-01 +1.292268150456808429e-01 +1.116696435076910965e-01 +9.810473594582244661e-02 +8.733003178721396309e-02 +7.857281500889347348e-02 +7.131733937266399037e-02 +6.520795821762981337e-02 +7.444922487324704408e-01 +4.049217548915411968e-01 +2.768847497566317428e-01 +2.094683989574855909e-01 +1.677514924494455106e-01 +1.394609149945223725e-01 +1.190629205207229951e-01 +1.036833187164734188e-01 +9.168253678493119840e-02 +8.205958698775259186e-02 +7.417062542346843090e-02 +6.758384853967527861e-02 +8.585358491302422790e-01 +4.704069405200762000e-01 +3.093240448808587950e-01 +2.283839224391434053e-01 +1.800673987433017431e-01 +1.480881064494938004e-01 +1.254282594034688281e-01 +1.085657748365901343e-01 +9.554199715614980493e-02 +8.518427057540051139e-02 +7.674993403988429608e-02 +6.974716901707195271e-02 +9.853023858140923519e-01 +4.952201503779354308e-01 +3.265257223885627558e-01 +2.405644291198388296e-01 +1.889079930417782716e-01 +1.547129963370591499e-01 +1.305431698441295030e-01 +1.126179821831811423e-01 +9.882298736248253113e-02 +8.788993967063214729e-02 +7.901585970245035562e-02 +7.166973705638886305e-02 +9.990389032209586739e-01 +5.014607456541678721e-01 +3.338800695733296631e-01 +2.473192086101413667e-01 +1.946055032059902934e-01 +1.594077956602953094e-01 +1.344074295158822763e-01 +1.158212195627837393e-01 +1.015043970055991424e-01 +9.015764522121508251e-02 +8.095251915520940145e-02 +7.333853222588877785e-02 +8.838690067803917083e-01 +5.016534628443498622e-01 +3.368861904184619616e-01 +2.508115366390119005e-01 +1.980371717279114929e-01 +1.625465108482944954e-01 +1.371877942613268786e-01 +1.182521052695428287e-01 +1.036216930093943611e-01 +9.200331383263758711e-02 +8.256629230483647497e-02 +7.475519693104261398e-02 +9.876828549340086472e-01 +5.037413696476049640e-01 +3.382184424801132905e-01 +2.526001671934981485e-01 +2.000432932016054932e-01 +1.645731496780878378e-01 +1.391214567061815621e-01 +1.200401016662986514e-01 +1.052471576265309738e-01 +9.346807614710510304e-02 +8.388086402649028162e-02 +7.593338555460478478e-02 +9.995872961883196517e-01 +5.041890158563818725e-01 +3.388267480190423342e-01 +2.535363352720086949e-01 +2.012122985417379439e-01 +1.658617599024830858e-01 +1.404390410601222272e-01 +1.213266459837527567e-01 +1.064680763473966757e-01 +9.460637370154693915e-02 +8.493055851202696571e-02 +7.689491700829864662e-02 +8.841260067489016272e-01 +5.026921403611868122e-01 +3.391011492674615435e-01 +2.540436157667290140e-01 +2.019018133542825610e-01 +1.666794166799235033e-01 +1.413277812774529629e-01 +1.222390869789958673e-01 +1.073700292978282261e-01 +9.547557884951828056e-02 +8.575391652172022205e-02 +7.766576551865782274e-02 +9.877555712452050773e-01 +5.041845902397930068e-01 +3.392822665096361101e-01 +2.543299732941107227e-01 +2.023162190011344175e-01 +1.672009279960067207e-01 +1.419249211153769397e-01 +1.228799305088979360e-01 +1.080274521915307179e-01 +9.612893166152980395e-02 +8.638872530767330304e-02 +7.827264567752577340e-02 +9.996190417244913418e-01 +5.044004117320873837e-01 +3.393731314776528007e-01 +2.544966445807984590e-01 +2.025699520898764094e-01 +1.675357557281163257e-01 +1.423251790947942796e-01 +1.233260369987658478e-01 +1.085002024035170431e-01 +9.661184064921903014e-02 +8.686885577515147949e-02 +7.874053999827386463e-02 +8.841489075077033633e-01 +5.028024847804302144e-01 +3.393981321295861386e-01 +2.545956466559439191e-01 +2.027271477888232531e-01 +1.677510293813126163e-01 +1.425915794028811412e-01 +1.236323415859263558e-01 +1.088337803688464445e-01 +9.696068147328422426e-02 +8.722267405577768806e-02 +7.909117466202648938e-02 +9.877643458483261751e-01 +5.042444438288083974e-01 +3.394504431433490454e-01 +2.546556185075871670e-01 +2.028240365764537312e-01 +1.678874643847921289e-01 +1.427649832247603057e-01 +1.238366581548053791e-01 +1.090611913986798132e-01 +9.720305907577424243e-02 +8.747255130158143599e-02 +7.934225284900106590e-02 +9.996237338196868327e-01 +5.044340860707741125e-01 +3.394701633626949211e-01 +2.546900678159893516e-01 +2.028810560739358060e-01 +1.679693716326383646e-01 +1.428711053012443333e-01 +1.239639526519683427e-01 +1.092051734280080760e-01 +9.735870688621536817e-02 +8.763499393834206508e-02 +7.950719285903838640e-02 +8.841526184022813206e-01 +5.028212904069826461e-01 +3.394526884347126572e-01 +2.547065494912013617e-01 +2.029094037572258258e-01 +1.680106087657664560e-01 +1.429251820935990014e-01 +1.240295556570145952e-01 +1.092801419041771055e-01 +9.744048953842775196e-02 +8.772102409234654175e-02 +7.959513943053006524e-02 +9.877656120469224810e-01 +5.042533714937018630e-01 +3.394768138502844423e-01 +2.547098829012737209e-01 +2.029143985034130016e-01 +1.680179012346480760e-01 +1.429347933784305413e-01 +1.240412710672853663e-01 +1.092935879002796956e-01 +9.745521425879868915e-02 +8.773656563020598709e-02 +7.961107304255579664e-02 +9.996239448730218635e-01 +5.044356306896040643e-01 +3.394747488951018743e-01 +2.546995505874014021e-01 +2.028969333218623716e-01 +1.679924186211202430e-01 +1.429012716482639389e-01 +1.240004842446560396e-01 +1.092468529802103488e-01 +9.740410957969457273e-02 +8.768269479030937896e-02 +7.955590367543771690e-02 +8.841515430995967595e-01 +5.028157976769831450e-01 +3.394365587393856631e-01 +2.546732631220319232e-01 +2.028537866769367370e-01 +1.679300469519836581e-01 +1.428199498378665555e-01 +1.239023609480265908e-01 +1.091352713503092597e-01 +9.728291533013701253e-02 +8.755568893424958699e-02 +7.942649053464527487e-02 +9.877636447651021445e-01 +5.042395421050859250e-01 +3.394361512889891852e-01 +2.546266841060914055e-01 +2.027767206337675321e-01 +1.678204303512064732e-01 +1.426792935217338909e-01 +1.237351559909466575e-01 +1.089476798728572088e-01 +9.708157526766994505e-02 +8.734686212049891374e-02 +7.921557735966409941e-02 +9.996203460117502049e-01 +5.044096628494139090e-01 +3.393993106507510182e-01 +2.545476686410865219e-01 +2.026499999964111176e-01 +1.676445138204740171e-01 +1.424587585662615563e-01 +1.234785691015704429e-01 +1.086652969312464634e-01 +9.678356425664945417e-02 +8.704222761564481270e-02 +7.891167955619762808e-02 +8.841421832445688356e-01 +5.027692453690176810e-01 +3.393052786707183022e-01 +2.544154440702597886e-01 +2.024455905423610258e-01 +1.673699200733894943e-01 +1.421250168073213138e-01 +1.231010378727347143e-01 +1.082600058245208330e-01 +9.636494624608332726e-02 +8.662209157675945792e-02 +7.849901087788543896e-02 +9.877513406857806322e-01 +5.041566052263586339e-01 +3.392071683650264569e-01 +2.541923891805302205e-01 +2.021139688203934803e-01 +1.669429787286687006e-01 +1.416260517202075631e-01 +1.225559160428808109e-01 +1.076922025047046816e-01 +9.579337869843514153e-02 +8.606077216526915319e-02 +7.795759670127232199e-02 +9.995973615428446202e-01 +5.042538957633516672e-01 +3.389866276623439423e-01 +2.538020881071422763e-01 +2.015669868402325260e-01 +1.662756968703398841e-01 +1.408827260074285714e-01 +1.217767903480656555e-01 +1.069086541986571937e-01 +9.502747932492598693e-02 +8.532675662387016746e-02 +7.726378221272953151e-02 +8.840722245490580944e-01 +5.024523286110774700e-01 +3.385229707156126588e-01 +2.530941815001862549e-01 +2.006470665851994295e-01 +1.652259414816807104e-01 +1.397782256345000418e-01 +1.206729722181430348e-01 +1.058413337708143248e-01 +9.401724861274979306e-02 +8.438373249878389215e-02 +7.639138584915927677e-02 +9.876324820932588233e-01 +5.034621064080385677e-01 +3.376288380224098939e-01 +2.517633277513026124e-01 +1.990749581102082000e-01 +1.635713199095037429e-01 +1.381481692557864349e-01 +1.191276999805329223e-01 +1.044089186682883724e-01 +9.270651454674209979e-02 +8.319299136668277528e-02 +7.531373044559308561e-02 +9.992766452963244284e-01 +5.025269322603055366e-01 +3.355702604321355031e-01 +2.491823757793696359e-01 +1.963748797953265568e-01 +1.609856608979767234e-01 +1.357791062544573824e-01 +1.170036586401724116e-01 +1.025232589960499291e-01 +9.103841222138929490e-02 +8.171758603395326559e-02 +7.400665365802860940e-02 +8.824108490772561986e-01 +4.974110079971431619e-01 +3.306190353046507546e-01 +2.441398708501713033e-01 +1.918127349930965619e-01 +1.570462703154135442e-01 +1.324296749681003471e-01 +1.141616886455128488e-01 +1.001028193540261790e-01 +8.896437296583008247e-02 +7.992819485870357454e-02 +7.245231922452260998e-02 +9.811529242483831847e-01 +4.863450033633472391e-01 +3.187577354514294359e-01 +2.346700261382455577e-01 +1.844772397233078176e-01 +1.513226329950533855e-01 +1.278896298663114439e-01 +1.104957495022099306e-01 +9.709277544416823613e-02 +8.645569423086212069e-02 +7.780988451460391087e-02 +7.064325448718129785e-02 +9.118333392734622178e-01 +4.411474780497915971e-01 +2.934192047183805108e-01 +2.187894983804154203e-01 +1.737024877462973182e-01 +1.435769025707933910e-01 +1.220730246426837695e-01 +1.059772362285009151e-01 +9.348687534399649501e-02 +8.351476289166427647e-02 +7.536810341812455460e-02 +6.858567321515282589e-02 +5.103009318646209991e-01 +3.497614035383069253e-01 +2.535198194296801599e-01 +1.966677310568916426e-01 +1.597293806297125363e-01 +1.339872767570449708e-01 +1.151010138315583797e-01 +1.006882605008079523e-01 +8.934176823365269637e-02 +8.018159150499107324e-02 +7.263181171583535378e-02 +6.630103708875911828e-02 +3.043261693860460082e-01 +2.523228637243245531e-01 +2.039978475951222670e-01 +1.677826097478471445e-01 +1.411757847743732031e-01 +1.212132222380443436e-01 +1.058349830290245402e-01 +9.368989775263042441e-02 +8.388462006281642569e-02 +7.581552269676088140e-02 +6.906467260676137088e-02 +6.333571455872284706e-02 +1.875086256177831145e-01 +1.710905170435097489e-01 +1.513952522565173986e-01 +1.328732214967527081e-01 +1.169928943263517790e-01 +1.037700684412579538e-01 +9.280542346186834712e-02 +8.366320750814679186e-02 +7.597166950124109586e-02 +6.943577867424019501e-02 +6.382680756158298774e-02 +5.896826797957521044e-02 +1.177759440177026107e-01 +1.128021110334641308e-01 +1.058339525389811187e-01 +9.806736064122900665e-02 +9.034183213706538373e-02 +8.310138662279581423e-02 +7.651857098315956174e-02 +7.061951917967625170e-02 +6.536375190584475803e-02 +6.068626451331348565e-02 +5.651745913248902575e-02 +5.279171204907349979e-02 +7.545610536738914242e-02 +7.395880538910676316e-02 +7.166847701600954912e-02 +6.882280776927850174e-02 +6.565560324098830558e-02 +6.235915315237868656e-02 +5.907205134390576540e-02 +5.588383658482005273e-02 +5.284631749454642841e-02 +4.998517918878460364e-02 +4.730928489960185834e-02 +4.481728506549686325e-02 +7.250776378663965904e-02 +7.121173419774635971e-02 +6.921049684712798911e-02 +6.669312925923424895e-02 +6.385259852105178158e-02 +6.085510390704829825e-02 +5.782716911065295673e-02 +5.485603178304911121e-02 +5.199657776785502478e-02 +4.927980902876929331e-02 +4.672033326844372142e-02 +4.432210249301817007e-02 +1.102378946559354617e-01 +1.062589463569681564e-01 +1.005456211803018862e-01 +9.398656611585737286e-02 +8.726835912751466917e-02 +8.080669413476730678e-02 +7.480383341897307858e-02 +6.932990087122201106e-02 +6.438447934214516777e-02 +5.993402747342894271e-02 +5.593221486388876701e-02 +5.233019497378978147e-02 +1.684700919959196963e-01 +1.565125975532386526e-01 +1.413529419246964125e-01 +1.262324872360821026e-01 +1.126204920307344037e-01 +1.008618431154008344e-01 +9.084238408166725454e-02 +8.231701464922143441e-02 +7.503364171002976923e-02 +6.877163308371316008e-02 +6.334888731935452155e-02 +5.861853669431778963e-02 +2.583727333234897006e-01 +2.242296436963008011e-01 +1.885798416663619914e-01 +1.591433853162782797e-01 +1.361453483860486646e-01 +1.181876661738947010e-01 +1.039687994360602025e-01 +9.251654351596738657e-02 +8.313635070476074751e-02 +7.533352479034402527e-02 +6.875211861915653255e-02 +6.313222145707100830e-02 +3.995669348306718494e-01 +3.070185522670322853e-01 +2.353464468040813440e-01 +1.877255087475254436e-01 +1.549673207959859078e-01 +1.313354773375391138e-01 +1.135882228862042653e-01 +9.981834647296231044e-02 +8.884589138432540112e-02 +7.990757428606627688e-02 +7.249062966017524867e-02 +6.623932194136669671e-02 +7.447526668745982903e-01 +4.059825612450188026e-01 +2.787399489837059097e-01 +2.117335105052327027e-01 +1.700914523812415702e-01 +1.416866097967166560e-01 +1.210928325712216508e-01 +1.054951802764119567e-01 +9.328233998471960331e-02 +8.346507385796177181e-02 +7.540320544588291485e-02 +6.866488256669171786e-02 +8.587859111233010490e-01 +4.713755558677888424e-01 +3.111599690040357524e-01 +2.307081833364393875e-01 +1.825032635301725992e-01 +1.504171487657956774e-01 +1.275551036127597626e-01 +1.104632398235743246e-01 +9.721532099202913335e-02 +8.665210789432445382e-02 +7.803513086561535139e-02 +7.087256571890329648e-02 +9.855076752828276776e-01 +4.962459713902460101e-01 +3.284395353658887684e-01 +2.429772737614622757e-01 +1.914367720860145894e-01 +1.571317126285610433e-01 +1.327517301080094747e-01 +1.145874075586086754e-01 +1.005584895564827774e-01 +8.941097968212324831e-02 +8.034638007260000436e-02 +7.283369782119597513e-02 +9.992574409038228467e-01 +5.025635632397629227e-01 +3.358907851865807204e-01 +2.498234274717898440e-01 +1.972169430868974671e-01 +1.619008640650904662e-01 +1.366821958286160710e-01 +1.178488969847471257e-01 +1.032906560050729505e-01 +9.172262329919157742e-02 +8.232093294667627847e-02 +7.453511882203746330e-02 +8.841997906893751535e-01 +5.028157737205541933e-01 +3.389694255574712267e-01 +2.533883878773262044e-01 +2.007140072932088737e-01 +1.650974473534257136e-01 +1.395138153575199436e-01 +1.203251429176696724e-01 +1.054479577879485347e-01 +9.360343413871595464e-02 +8.396547276048700603e-02 +7.597865706715527245e-02 +9.879251304133075395e-01 +5.049196181305050102e-01 +3.403456649927369404e-01 +2.552265419437700911e-01 +2.027669775398699414e-01 +1.671663668742023323e-01 +1.414853844921747372e-01 +1.221471488928912996e-01 +1.071039099805554257e-01 +9.509545238314380533e-02 +8.530432876906431094e-02 +7.717841345126091879e-02 +9.998234088168673761e-01 +5.053793608562184847e-01 +3.409794315303614209e-01 +2.561938854528945653e-01 +2.039673311967384051e-01 +1.684843030786590257e-01 +1.428298804087829443e-01 +1.234583205650477550e-01 +1.083473457606675405e-01 +9.625428645279561490e-02 +8.637268241975558369e-02 +7.815682692739849002e-02 +8.844688594135774462e-01 +5.039010241553167901e-01 +3.412687080758469160e-01 +2.567200875726727283e-01 +2.046769714501199822e-01 +1.693215396910756898e-01 +1.437370934489089203e-01 +1.243880586633981933e-01 +1.092654619222634127e-01 +9.713855422105439896e-02 +8.721001664679700616e-02 +7.894057504600612840e-02 +9.880021327444924450e-01 +5.053870285301143017e-01 +3.414575519709527329e-01 +2.570177547673087592e-01 +2.051040057009753947e-01 +1.698557848334277809e-01 +1.443465794122200940e-01 +1.250407349654896749e-01 +1.099341909190740818e-01 +9.780267919653509723e-02 +8.785504025691991126e-02 +7.955708064044876571e-02 +9.998572656395361413e-01 +5.056036311889636758e-01 +3.415530472621419733e-01 +2.571911941009989433e-01 +2.053655677745848673e-01 +1.701987418921415141e-01 +1.447549102037204438e-01 +1.254947472274585696e-01 +1.104146582615286865e-01 +9.829310269370021558e-02 +8.834245263459700181e-02 +8.003198121554748468e-02 +8.844933705837996207e-01 +5.040184734364867580e-01 +3.415812606481773983e-01 +2.572942594423077711e-01 +2.055275717772689359e-01 +1.704191200673799422e-01 +1.450264778986092018e-01 +1.258062067690930430e-01 +1.107533666770820213e-01 +9.864704247776261148e-02 +8.870131566673046530e-02 +8.038756823333237378e-02 +9.880115461311622660e-01 +5.054508389606007235e-01 +3.416347271571831823e-01 +2.573566211578126595e-01 +2.056273616532446891e-01 +1.705586831601075826e-01 +1.452030934126882777e-01 +1.260137748400533830e-01 +1.109840676341414534e-01 +9.889274968031251667e-02 +8.895454952892384304e-02 +8.064200238617343086e-02 +9.998623023713893998e-01 +5.056395457873318344e-01 +3.416552822072814188e-01 +2.573924328010687157e-01 +2.056860469624235965e-01 +1.706424038808995736e-01 +1.453110949687829168e-01 +1.261429925600789093e-01 +1.111300208549983876e-01 +9.905042206545780492e-02 +8.911906503785421707e-02 +8.080904650316172999e-02 +8.844973518003467206e-01 +5.040385242439606728e-01 +3.416387227642557756e-01 +2.574095881083421911e-01 +2.057152066298113535e-01 +1.706845292793515156e-01 +1.453660972837037269e-01 +1.262095489581473162e-01 +1.112059749233525879e-01 +9.913322731180157499e-02 +8.920615352915171881e-02 +8.089807875410300053e-02 +9.880129047147612198e-01 +5.054603552138171585e-01 +3.416624913263451302e-01 +2.574130248626889661e-01 +2.057203425509371297e-01 +1.706919767992786108e-01 +1.453758704641374411e-01 +1.262214316007789217e-01 +1.112195944438550549e-01 +9.914813287960173860e-02 +8.922188313559234474e-02 +8.091420620104546046e-02 +9.998625287892292102e-01 +5.056411919295081825e-01 +3.416601090010641384e-01 +2.574022871038393334e-01 +2.057023803184748756e-01 +1.706659496267539655e-01 +1.453417805927936790e-01 +1.261800585220017867e-01 +1.111722520725449970e-01 +9.909639619923309162e-02 +8.916735626665062142e-02 +8.085836190610848351e-02 +8.844961986529589204e-01 +5.040326705662834250e-01 +3.416217430712260028e-01 +2.573749944177462501e-01 +2.056579862968209160e-01 +1.706022159120600679e-01 +1.452590431218412359e-01 +1.260804815533780876e-01 +1.110591738962235925e-01 +9.897365686101572413e-02 +8.903875970699789977e-02 +8.072732534666711424e-02 +9.880107935329328628e-01 +5.054456112935226120e-01 +3.416196709834358747e-01 +2.573265254051344542e-01 +2.055786375858464077e-01 +1.704901261995242778e-01 +1.451158354622368030e-01 +1.259106798670331928e-01 +1.108689384222925345e-01 +9.876962178954319660e-02 +8.882719566579805326e-02 +8.051365544269782626e-02 +9.998586655812249369e-01 +5.056134978535780089e-01 +3.415806351974465249e-01 +2.572442997374290719e-01 +2.054480739236682063e-01 +1.703100980540205867e-01 +1.448911090891403797e-01 +1.256498817722202788e-01 +1.105823313334296787e-01 +9.846737666771460118e-02 +8.851833519118988691e-02 +8.020557353330382000e-02 +8.844861577993652357e-01 +5.039830310093813548e-01 +3.414834210851430130e-01 +2.571067147397890218e-01 +2.052373696762438415e-01 +1.700288963186006030e-01 +1.445507441384311642e-01 +1.252658073374892655e-01 +1.101705952331907823e-01 +9.804242346774330596e-02 +8.809200138206817188e-02 +7.978688660703976698e-02 +9.879976046913980792e-01 +5.053572498881149233e-01 +3.413785362315247540e-01 +2.568746674880629799e-01 +2.048955520311881995e-01 +1.695915287032358221e-01 +1.440415553596667564e-01 +1.247107883180711418e-01 +1.095932420775751204e-01 +9.746166655941451706e-02 +8.752188212666897615e-02 +7.923710192791848239e-02 +9.998341001926859262e-01 +5.054479476590507669e-01 +3.411468098433243501e-01 +2.564693438393629288e-01 +2.043322190864000909e-01 +1.689080701638661919e-01 +1.432827749038278753e-01 +1.239170375815677877e-01 +1.087958894149813061e-01 +9.668277416231740862e-02 +8.677569275403114457e-02 +7.853194676344474323e-02 +8.844118372694678154e-01 +5.036478222734191990e-01 +3.406639074013919632e-01 +2.557364861616873153e-01 +2.033865205496561412e-01 +1.678337671733359515e-01 +1.421554699317610360e-01 +1.227921383696082558e-01 +1.077091075387730662e-01 +9.565462329601666369e-02 +8.581623424368692299e-02 +7.764454940378005821e-02 +9.878724333654669287e-01 +5.046282351474730143e-01 +3.397345757333460337e-01 +2.543651273755636044e-01 +2.017750499748391657e-01 +1.661430817074108224e-01 +1.404927708450882384e-01 +1.212173347383716931e-01 +1.062499925026116898e-01 +9.431980997186234505e-02 +8.460385408691920017e-02 +7.654751854825149471e-02 +9.995007655045781148e-01 +5.036550265657379066e-01 +3.376171823564941277e-01 +2.517221902990666171e-01 +1.990180994081051646e-01 +1.635068081317656574e-01 +1.380787146320935077e-01 +1.190532653193713125e-01 +1.043287876768172473e-01 +9.262024659801429416e-02 +8.310069473432289688e-02 +7.521602359720014341e-02 +8.827132936808557151e-01 +4.984847968631043180e-01 +3.325785566063684806e-01 +2.465952128224132567e-01 +1.943805104996261801e-01 +1.595004493440766169e-01 +1.346699380830265469e-01 +1.161589944145618586e-01 +1.018625510863152700e-01 +9.050631578619840190e-02 +8.127667789107222152e-02 +7.363169230916727370e-02 +9.813409430052468796e-01 +4.873245200461941984e-01 +3.206209787359727281e-01 +2.370318192234473764e-01 +1.869556037968125306e-01 +1.536938000213097510e-01 +1.300551616270730348e-01 +1.124273101735609737e-01 +9.879550685098453799e-02 +8.794862661129874970e-02 +7.911639870168493682e-02 +7.178673902044695188e-02 +9.120061169552826641e-01 +4.421311007850877162e-01 +2.952496793234692385e-01 +2.210767234070453724e-01 +1.760858086452347648e-01 +1.458507444517752327e-01 +1.241483975954002367e-01 +1.078292658702013768e-01 +9.512112743927760017e-02 +8.494940551805152396e-02 +7.662523511168441159e-02 +6.968736474836907668e-02 +5.109035903124160560e-01 +3.510235276429520823e-01 +2.554391785704100415e-01 +1.989135578460708431e-01 +1.620150971018100294e-01 +1.361503802112116468e-01 +1.170714016539945862e-01 +1.024475467718722610e-01 +9.089659906166511205e-02 +8.154913912078667892e-02 +7.383254909454077530e-02 +6.735536386724039204e-02 +3.056681644779197793e-01 +2.540290922942283203e-01 +2.060434116453290498e-01 +1.699697747922786495e-01 +1.433270962599976217e-01 +1.232251825876719692e-01 +1.076629357886492722e-01 +9.532403179535069160e-02 +8.533283251986288620e-02 +7.709345563834262005e-02 +7.019045710966398399e-02 +6.432738572287434453e-02 +1.894068828261418203e-01 +1.730738133814538893e-01 +1.534341208286923719e-01 +1.348892755556452550e-01 +1.189115951718983794e-01 +1.055448956663470328e-01 +9.441658319634277374e-02 +8.510880290816007221e-02 +7.725980386650720122e-02 +7.057929540718689554e-02 +6.484020171836778201e-02 +5.986601281730558749e-02 +1.195932855768026964e-01 +1.145923842352120775e-01 +1.075712659443931046e-01 +9.972333285436908723e-02 +9.189271057829091760e-02 +8.453235232408751187e-02 +7.782394916239480931e-02 +7.180071657060854706e-02 +6.642676373941480694e-02 +6.163961967388104091e-02 +5.737078515552256758e-02 +5.355482581029055722e-02 +7.673921370277334009e-02 +7.521438197655502811e-02 +7.288010315619795898e-02 +6.997688064307651390e-02 +6.674209063571004408e-02 +6.337183135889924712e-02 +6.000822334092585641e-02 +5.674370482602666965e-02 +5.363223236757233559e-02 +5.070092844405262034e-02 +4.795950679452735260e-02 +4.540702521759075461e-02 +7.341753338746830060e-02 +7.210728723966260134e-02 +7.008262833404883818e-02 +6.753331447137261856e-02 +6.465354339125124750e-02 +6.161121505250789082e-02 +5.853478348038420459e-02 +5.551337416668027103e-02 +5.260351561906493473e-02 +4.983750676051645206e-02 +4.723089138068435611e-02 +4.478823351762566130e-02 +1.114040835677465729e-01 +1.074224866046960686e-01 +1.016972210358610962e-01 +9.511122100128271972e-02 +8.834934928373651408e-02 +8.182959240486314956e-02 +7.575865324790531652e-02 +7.021139819408681038e-02 +6.519141287086718806e-02 +6.066808945136994285e-02 +5.659702075006406430e-02 +5.293047559415910153e-02 +1.695755651736409741e-01 +1.576820316743702266e-01 +1.425881081676544371e-01 +1.275024118991600619e-01 +1.138820377369719888e-01 +1.020770155479192032e-01 +9.198510613432943350e-02 +8.337293329765931016e-02 +7.599738294476651723e-02 +6.964384029032688606e-02 +6.413384597606862358e-02 +5.932249366644969102e-02 +2.591297979614363145e-01 +2.251636618581057125e-01 +1.897186795425745698e-01 +1.604283452524940812e-01 +1.374897084895974619e-01 +1.195175329578587464e-01 +1.052349287981313997e-01 +9.369176031506808167e-02 +8.420919278844381239e-02 +7.630244189066527627e-02 +6.962126492238644715e-02 +6.390870208363237659e-02 +3.999453721026789976e-01 +3.076650964603943050e-01 +2.363328599172349609e-01 +1.889704093833153298e-01 +1.563418732982352899e-01 +1.327305038421369987e-01 +1.149320166428971085e-01 +1.010715236737529804e-01 +8.999119109364292490e-02 +8.094120169491296479e-02 +7.341631430233917788e-02 +6.706460223529163434e-02 +7.448430033696030739e-01 +4.064026764724986696e-01 +2.795985610704878055e-01 +2.129392063613810282e-01 +1.714840157400750464e-01 +1.431285762255327665e-01 +1.224943372985420192e-01 +1.068069914885599048e-01 +9.448250407658372041e-02 +8.454793591532183683e-02 +7.637207915975176287e-02 +6.952757417672827955e-02 +8.588667752131562416e-01 +4.717381413843917959e-01 +3.119756201328764966e-01 +2.319105969151750435e-01 +1.839245040039313717e-01 +1.519052869372151116e-01 +1.290091297500446099e-01 +1.118273141985293567e-01 +9.846417054961902060e-02 +8.777872235659257838e-02 +7.904252813784048981e-02 +7.176878088766795727e-02 +9.855732230218250400e-01 +4.966248881023778705e-01 +3.292791758986565176e-01 +2.442121289389542205e-01 +1.928993496310613676e-01 +1.586664798789783337e-01 +1.342534936408259216e-01 +1.159973114538276062e-01 +1.018495764532206665e-01 +9.057553252837514945e-02 +8.138730939095445427e-02 +7.375925648091014031e-02 +9.993281383399572615e-01 +5.029744815929609869e-01 +3.367765344821525009e-01 +2.511061653377041347e-01 +1.987260498610972648e-01 +1.634802969707850051e-01 +1.382262120352698576e-01 +1.192980081913345841e-01 +1.046174630165218472e-01 +9.291924052370184595e-02 +8.339033075824002494e-02 +7.548575970594732787e-02 +8.843085270480586235e-01 +5.032546257030686698e-01 +3.398957280132696157e-01 +2.547160260111805963e-01 +2.022659430438569494e-01 +1.667161141714477712e-01 +1.410935553650057017e-01 +1.218067137348063794e-01 +1.068041224284738827e-01 +9.482643776760772691e-02 +8.505843781044906959e-02 +7.695023359878341851e-02 +9.880057645850871539e-01 +5.053693623690305170e-01 +3.412998635826642868e-01 +2.565885126985792408e-01 +2.043531809075807282e-01 +1.688166982701872765e-01 +1.430937889656620499e-01 +1.236546154157357746e-01 +1.084834810136282857e-01 +9.633958738192011095e-02 +8.641631770109024779e-02 +7.816705649776135856e-02 +9.999026044795624735e-01 +5.058370871558199866e-01 +3.419513960034363809e-01 +2.575795044913208875e-01 +2.055785588802562236e-01 +1.701584990592334978e-01 +1.444601845515127159e-01 +1.249856977870095337e-01 +1.097450195387461719e-01 +9.751489425104960251e-02 +8.749965062363707080e-02 +7.915906196937004535e-02 +8.845843635880993316e-01 +5.043680236496884683e-01 +3.422517394734779228e-01 +2.581211450075595604e-01 +2.063054637468622055e-01 +1.710128370370815887e-01 +1.453834518507090834e-01 +1.259302356328103334e-01 +1.106767362618112371e-01 +9.841167182762919352e-02 +8.834849572677884455e-02 +7.995338855026724867e-02 +9.880854498160135391e-01 +5.058528945921567654e-01 +3.424469350552893365e-01 +2.584286162560072708e-01 +2.067440075006137523e-01 +1.715589072999010589e-01 +1.460043220898565586e-01 +1.265935887611023547e-01 +1.113554093641939552e-01 +9.908505913207706073e-02 +8.900215386724555366e-02 +8.057793796958251376e-02 +9.999379000598757061e-01 +5.060706192779538259e-01 +3.425463534306746882e-01 +2.586082161415556024e-01 +2.070130810836228741e-01 +1.719098304090282414e-01 +1.464205066706945613e-01 +1.270550972097938547e-01 +1.118429582028490077e-01 +9.958216646259705762e-02 +8.949588164380543887e-02 +8.105880432498109578e-02 +8.846100471333379067e-01 +5.044908936593238691e-01 +3.425771717056474985e-01 +2.587151251951001485e-01 +2.071799038162945028e-01 +1.721354517761757019e-01 +1.466973503293843017e-01 +1.273716734983305343e-01 +1.121865657811807748e-01 +9.994078981151426067e-02 +8.985922838496171461e-02 +8.141868438687324683e-02 +9.880953487071465480e-01 +5.059198564105277240e-01 +3.426318739065327135e-01 +2.587798296188640879e-01 +2.072827082269124155e-01 +1.722783600199349063e-01 +1.468773868060900267e-01 +1.275826034561761690e-01 +1.124205233023914813e-01 +1.001896458731720008e-01 +9.011551255377002467e-02 +8.167607508656248017e-02 +9.999432073734383364e-01 +5.061083754658723954e-01 +3.426532232463594951e-01 +2.588170067076897007e-01 +2.073431737947061537e-01 +1.723640835460583387e-01 +1.469874606398628158e-01 +1.277138779192917295e-01 +1.125684869154503914e-01 +1.003492799548014180e-01 +9.028194674765088745e-02 +8.184499767569271278e-02 +8.846142460475691083e-01 +5.045119914740620048e-01 +3.426372825696256674e-01 +2.588348409619972701e-01 +2.073732176013730333e-01 +1.724072118228746897e-01 +1.470435081912853104e-01 +1.277814782892091050e-01 +1.126454675117674192e-01 +1.004330930442663139e-01 +9.037002750926872996e-02 +8.193500814416422584e-02 +9.880967824642843400e-01 +5.059298739645353704e-01 +3.426609267164133499e-01 +2.588383894097683879e-01 +2.073785086622065010e-01 +1.724148361171953803e-01 +1.470534661727407599e-01 +1.277935460005848733e-01 +1.126592694731234634e-01 +1.004481782129309775e-01 +9.038593445543069427e-02 +8.195131095403491994e-02 +9.999434463585442634e-01 +5.061101085495286478e-01 +3.426582745134258978e-01 +2.588272381304076442e-01 +2.073600023812304238e-01 +1.723881904118864383e-01 +1.470187304318835431e-01 +1.277515267686319955e-01 +1.126112907415439679e-01 +1.003958157192488820e-01 +9.033079033784947864e-02 +8.189485700408635771e-02 +8.846130291477308782e-01 +5.045058291263599948e-01 +3.426195138096789217e-01 +2.587989238756670529e-01 +2.073142621426299348e-01 +1.723229353201057579e-01 +1.469344127993552351e-01 +1.276503763131900115e-01 +1.124966697947796246e-01 +1.002715661998597324e-01 +9.020071169332614935e-02 +8.176236426139697755e-02 +9.880945549283247642e-01 +5.059143560888689217e-01 +3.426161246645377245e-01 +2.587485898952578411e-01 +2.072325089666853248e-01 +1.722081592848867249e-01 +1.467884419175762567e-01 +1.274778458230682032e-01 +1.123037792923457096e-01 +1.000649525229248826e-01 +8.998663809397892954e-02 +8.154625012059088518e-02 +9.999393732779117139e-01 +5.060809797477024974e-01 +3.425751646078819546e-01 +2.586632767336400351e-01 +2.070980270664120326e-01 +1.720238267244133534e-01 +1.465593501743901184e-01 +1.272127871928072085e-01 +1.120130703039644432e-01 +9.975876499332474168e-02 +8.967398252161840055e-02 +8.123451366555228814e-02 +8.846024607415082786e-01 +5.044536906963621448e-01 +3.424750207477683106e-01 +2.585207136315608167e-01 +2.068811578665197548e-01 +1.717360056937273227e-01 +1.462123957284495179e-01 +1.268223761855331588e-01 +1.115953108237766334e-01 +9.932809318187124648e-02 +8.924221285298537809e-02 +8.081066001167984403e-02 +9.880807091809744591e-01 +5.058217696572527844e-01 +3.423647318507820336e-01 +2.582806947367093375e-01 +2.065298207514190687e-01 +1.712887103000947653e-01 +1.456935432415123466e-01 +1.262582212340881138e-01 +1.110093941816699820e-01 +9.873931237910738012e-02 +8.866456808031744630e-02 +8.025382060172968346e-02 +9.999136969032276223e-01 +5.059081902611883841e-01 +3.421243351044658820e-01 +2.578627577099861234e-01 +2.059520557446326283e-01 +1.705907125416643855e-01 +1.449209584632421277e-01 +1.254516486289517507e-01 +1.102001897990462637e-01 +9.794945861012971378e-02 +8.790823437579536881e-02 +7.953928630227723173e-02 +8.845252861308346981e-01 +5.041058252945822549e-01 +3.416273675767729223e-01 +2.571103006224054743e-01 +2.049850671494471976e-01 +1.694957600069844639e-01 +1.437745217167168688e-01 +1.243092579479208870e-01 +1.090974355379812771e-01 +9.690670732235670548e-02 +8.693543096540022608e-02 +7.863971220721707733e-02 +9.879518105332353306e-01 +5.050708996480823831e-01 +3.406748107521671010e-01 +2.557096335657745856e-01 +2.033435820796257454e-01 +1.677769879887451854e-01 +1.420862843757942084e-01 +1.227113450098382130e-01 +1.076173925367824441e-01 +9.555294059966906728e-02 +8.570591485576128932e-02 +7.752723235923932033e-02 +9.995738245320594517e-01 +5.040779076712255113e-01 +3.385225206796039776e-01 +2.530261929782178787e-01 +2.005473428638618050e-01 +1.651047425089930965e-01 +1.396396648474896862e-01 +1.205178165776891325e-01 +1.056695744405578008e-01 +9.382941983758513738e-02 +8.418128690299665762e-02 +7.617658536555454996e-02 +8.828102725186606214e-01 +4.988824012628311211e-01 +3.334387328010898766e-01 +2.478510510999200334e-01 +1.958639741387177835e-01 +1.610557770705649538e-01 +1.361914600896939609e-01 +1.175873732778631581e-01 +1.031705149886411321e-01 +9.168601848939413046e-02 +8.233104001867384836e-02 +7.456906268126851922e-02 +9.814010810851945266e-01 +4.876874689787378259e-01 +3.214416981549601537e-01 +2.382454206701766497e-01 +1.883941893899318820e-01 +1.552029479454103134e-01 +1.315312836474398506e-01 +1.138128135013902892e-01 +1.000641699718854416e-01 +8.909304256702293978e-02 +8.013951316203597741e-02 +7.269668571713015781e-02 +9.120637097001917937e-01 +4.425085786172870406e-01 +2.960781439018901340e-01 +2.222757915325139222e-01 +1.774895482447791106e-01 +1.473134079229400095e-01 +1.255741254860241185e-01 +1.091653842295996074e-01 +9.634398549688236169e-02 +8.605266088690854964e-02 +7.761204726126817721e-02 +7.056564548339884502e-02 +5.111268386086786908e-01 +3.515495273173498414e-01 +2.563596004898007763e-01 +2.001376794680753413e-01 +1.633970649520453122e-01 +1.375668755406899701e-01 +1.184418817093307735e-01 +1.037278982264216998e-01 +9.206732629586247829e-02 +8.260556787361278408e-02 +7.477821485746755092e-02 +6.819793308519470076e-02 +3.062530687943339491e-01 +2.548375537069165753e-01 +2.071182739375020121e-01 +1.712383665138904054e-01 +1.446833806609914008e-01 +1.245806389951840121e-01 +1.089594118514600751e-01 +9.652961131651166538e-02 +8.643383118034671242e-02 +7.808747733788418133e-02 +7.108150906124442725e-02 +6.512275303870808385e-02 +1.904184087630362010e-01 +1.741817295487362305e-01 +1.546460377596927671e-01 +1.361661792948274663e-01 +1.201981745939291607e-01 +1.067932837278583874e-01 +9.559445409135855498e-02 +8.619841316384316277e-02 +7.825420866371832207e-02 +7.147860387812023097e-02 +6.564870762932303871e-02 +6.059022799919187852e-02 +1.207670379250889020e-01 +1.157723126306560296e-01 +1.087494940133475890e-01 +1.008826752838780372e-01 +9.301267849775583796e-02 +8.559499275365120563e-02 +7.881679710129874117e-02 +7.271712543815225804e-02 +6.726489343907950114e-02 +6.240107239107264836e-02 +5.805937052298904000e-02 +5.417560583741406338e-02 +7.769353473583673342e-02 +7.615433217125737453e-02 +7.379604390249656920e-02 +7.085959000057533153e-02 +6.758348475349841566e-02 +6.416562779933769611e-02 +6.075029176296572325e-02 +5.743205303845474313e-02 +5.426672619141070797e-02 +5.128288552338557821e-02 +4.849127566037233356e-02 +4.589161318343867174e-02 +7.407721711993459079e-02 +7.275979178680853920e-02 +7.072271155269709009e-02 +6.815545055949057129e-02 +6.525233312558342824e-02 +6.218190090469379733e-02 +5.907366417726277186e-02 +5.601800974287482471e-02 +5.307272308476732731e-02 +5.027120879808086307e-02 +4.762989244145637846e-02 +4.515398168646405502e-02 +1.121642944187431767e-01 +1.081913212934532409e-01 +1.024733020592441812e-01 +9.588657663776771478e-02 +8.911200596323742840e-02 +8.256700855773140002e-02 +7.646025925373430010e-02 +7.086974602285693592e-02 +6.580225739285379405e-02 +6.122990560094775103e-02 +5.711033541163864496e-02 +5.339722275084742703e-02 +1.702047947369531300e-01 +1.583668202219401244e-01 +1.433404950526772081e-01 +1.283100868144430862e-01 +1.147183078169437542e-01 +1.029126689853737953e-01 +9.279566398141572692e-02 +8.414113866481975901e-02 +7.671290705459893333e-02 +7.030188097260993418e-02 +6.473354942351446095e-02 +5.986559198686342009e-02 +2.595061442599198021e-01 +2.256501236711288549e-01 +1.903500359895109739e-01 +1.611888493417116819e-01 +1.383346259184992932e-01 +1.203972287096430893e-01 +1.061081509846561882e-01 +9.452960312447938884e-02 +8.499414303517235925e-02 +7.702574031338499383e-02 +7.028019814407812649e-02 +6.450440515204014513e-02 +4.001139842010114633e-01 +3.079720954127704857e-01 +2.368417997321987101e-01 +1.896692017823591037e-01 +1.571735853292114682e-01 +1.336287972846506578e-01 +1.158413167938153188e-01 +1.019529492727473952e-01 +9.082111243412541168e-02 +8.170748530602670034e-02 +7.411461525274710971e-02 +6.769545342821894907e-02 +7.448801437211255427e-01 +4.065892238192387875e-01 +2.800194455182074549e-01 +2.135913130879132926e-01 +1.723047321776810525e-01 +1.440400357209423721e-01 +1.234303524791119655e-01 +1.077211159867071527e-01 +9.534641406356879345e-02 +8.534687911727421861e-02 +7.710042128589779387e-02 +7.018534951216852391e-02 +8.588984753946110606e-01 +4.718927342177645090e-01 +3.123628921368375444e-01 +2.325455972377931668e-01 +1.847476446027255248e-01 +1.528341115569449848e-01 +1.299713545140099846e-01 +1.127715302143051518e-01 +9.935874324772404897e-02 +8.860696406468808461e-02 +7.979782041274205429e-02 +7.245076953708699807e-02 +9.855985368903130706e-01 +4.967841628970459666e-01 +3.296728265838739236e-01 +2.448573753328499858e-01 +1.937392061613613381e-01 +1.596179649451724969e-01 +1.352421120962132850e-01 +1.169693144011618724e-01 +1.027715398634394400e-01 +9.142963251091432153e-02 +8.216632279399811722e-02 +7.446259275847508241e-02 +9.993555580237492020e-01 +5.031476312345090074e-01 +3.371919838874408160e-01 +2.517757570484392415e-01 +1.995910966845212131e-01 +1.644575004639679816e-01 +1.392406457057097646e-01 +1.202952670745257580e-01 +1.055634836787681941e-01 +9.379573111581684941e-02 +8.418980463831690630e-02 +7.620753608517320810e-02 +8.843511505968363329e-01 +5.034411799737508186e-01 +3.403329525104751285e-01 +2.554118268560806038e-01 +2.031575154918072168e-01 +1.677186219091857944e-01 +1.421317685655393848e-01 +1.228261931231388049e-01 +1.077707611538444438e-01 +9.572188734676673194e-02 +8.587518123413841187e-02 +7.768760596129276053e-02 +9.880377038814883717e-01 +5.055623080067749298e-01 +3.417535956528260366e-01 +2.573062394197070391e-01 +2.052679282347125711e-01 +1.698413861674118452e-01 +1.441524905106374432e-01 +1.246928541968739396e-01 +1.094672707784283966e-01 +9.725069294764174255e-02 +8.724730709976620535e-02 +7.891733676016567112e-02 +9.999342215439305237e-01 +5.060348920300307141e-01 +3.424165045506705196e-01 +2.583134524002866361e-01 +2.065114119032419038e-01 +1.712010197273599599e-01 +1.455354964006079221e-01 +1.260391131225395700e-01 +1.107426265987645486e-01 +9.843858965600128796e-02 +8.834211638533878697e-02 +7.991979214645031360e-02 +8.846307200344748489e-01 +5.045708761711947821e-01 +3.427243736249371286e-01 +2.588663239537430938e-01 +2.072515129290937175e-01 +1.720688294857785905e-01 +1.464715657667506332e-01 +1.269954523617328190e-01 +1.116851273639192232e-01 +9.934522267775611204e-02 +8.919998621801432381e-02 +8.072239072511722124e-02 +9.881190094132825674e-01 +5.060559622304764416e-01 +3.429242012224883451e-01 +2.591812829224068304e-01 +2.076992616044502915e-01 +1.726246338374567979e-01 +1.471019097947459386e-01 +1.276676649306091871e-01 +1.123719657093974617e-01 +1.000261204220729561e-01 +8.986056824618270100e-02 +8.135333730066422742e-02 +9.999704523780633680e-01 +5.062746371489670327e-01 +3.430265814291095783e-01 +2.593657746829626798e-01 +2.079745708643450375e-01 +1.729823601583367343e-01 +1.475248728296764122e-01 +1.281356147774525556e-01 +1.128655159890942367e-01 +1.005287945495688395e-01 +9.035946975341228871e-02 +8.183902605688600507e-02 +8.846572112457631309e-01 +5.046975777989975986e-01 +3.430593621536623949e-01 +2.594758298958520504e-01 +2.081455168678588152e-01 +1.732125982365611827e-01 +1.478064129733223098e-01 +1.284567230095821633e-01 +1.132133934671570447e-01 +1.008914143463246066e-01 +9.072656250161605096e-02 +8.220242914568071102e-02 +9.881292570025654864e-01 +5.061252412165873071e-01 +3.431151117763668879e-01 +2.595425011731955500e-01 +2.082509632111799180e-01 +1.733585254821113919e-01 +1.479895731731811770e-01 +1.286707072172746935e-01 +1.134502578877171486e-01 +1.011430141492969254e-01 +9.098543915920724590e-02 +8.246227842579413603e-02 +9.999759601375307616e-01 +5.063137874805234695e-01 +3.431371142177340183e-01 +2.595808436942901309e-01 +2.083130168494856105e-01 +1.734460906022895210e-01 +1.481015766892089525e-01 +1.288038876682643663e-01 +1.136000502391721623e-01 +1.013043863123768984e-01 +9.115352660623492198e-02 +8.263277977844601940e-02 +8.846615750921237309e-01 +5.047194846352027753e-01 +3.431216068417197729e-01 +2.595992613973553409e-01 +2.083438583388018128e-01 +1.734901523765557396e-01 +1.481586102977466846e-01 +1.288724684437420609e-01 +1.136779765914267132e-01 +1.013891025295322740e-01 +9.124247038422805822e-02 +8.272361834540271908e-02 +9.881307483901881072e-01 +5.061356508456452685e-01 +3.431452150792065892e-01 +2.596029086570431077e-01 +2.083492901070666536e-01 +1.734979420845028653e-01 +1.481687436028567284e-01 +1.288847109657188794e-01 +1.136919475786110634e-01 +1.014043494394957085e-01 +9.125853220248417164e-02 +8.274007007697731231e-02 +9.999762088073645971e-01 +5.063155889072610272e-01 +3.431423493787598700e-01 +2.595913998961808522e-01 +2.083302914719795118e-01 +1.734707187599020817e-01 +1.481333964323713337e-01 +1.288420827462362361e-01 +1.136433805347342174e-01 +1.013514244325946223e-01 +9.120284988042898222e-02 +8.268309902152823354e-02 +8.846603091032301247e-01 +5.047130800501660186e-01 +3.431031928524280183e-01 +2.595622067235319741e-01 +2.082833431617116537e-01 +1.734040558628807405e-01 +1.480475974488915658e-01 +1.287394641021217256e-01 +1.135273469739776081e-01 +1.012258290599370447e-01 +9.107148803758978450e-02 +8.254937787553653927e-02 +9.881284321970813522e-01 +5.061195311848047940e-01 +3.430988066500905154e-01 +2.595102969371182455e-01 +2.081994643060766648e-01 +1.732868331016841901e-01 +1.478990791353571865e-01 +1.285644304181427500e-01 +1.133320646609028565e-01 +1.010169502518016432e-01 +9.085526728752951753e-02 +8.233122067947167000e-02 +9.999719785823043550e-01 +5.062853629089745233e-01 +3.430563382607013656e-01 +2.594224258406316319e-01 +2.080615907635724182e-01 +1.730986653626658822e-01 +1.476660540237878794e-01 +1.282955523967103106e-01 +1.130377399890244994e-01 +1.007073652990394252e-01 +9.053941532695647387e-02 +8.201646642967841405e-02 +8.846493555531648179e-01 +5.046590773006949249e-01 +3.429538897781361784e-01 +2.592758487950288515e-01 +2.078395291804963629e-01 +1.728051087991079593e-01 +1.473133288196663837e-01 +1.278996185346834014e-01 +1.126148086265397197e-01 +1.002718766987032023e-01 +9.010315178275661585e-02 +8.158840704610575978e-02 +9.881141248727405291e-01 +5.060239009065811144e-01 +3.428396691967883769e-01 +2.590296296594312153e-01 +2.074804428175746063e-01 +1.723494978975577130e-01 +1.467862954868554559e-01 +1.273277581256056779e-01 +1.120217566296748679e-01 +9.967650888608757531e-02 +8.951941296776370904e-02 +8.102591521704576027e-02 +9.999455598591224792e-01 +5.061075938154522280e-01 +3.425931926332400623e-01 +2.586023024912096346e-01 +2.068914074389605062e-01 +1.716398064796820500e-01 +1.460024800818090496e-01 +1.265107700052557627e-01 +1.112030020672646891e-01 +9.887790487440560605e-02 +8.875504405068332381e-02 +8.030399049196182415e-02 +8.845703931285709976e-01 +5.043030079705229651e-01 +3.420868933344128338e-01 +2.578360196507480939e-01 +2.059086087348793448e-01 +1.705290329923466186e-01 +1.448411865196863324e-01 +1.253547639552306525e-01 +1.100878411293408493e-01 +9.782383976709381479e-02 +8.777190960422197319e-02 +7.939498321231946987e-02 +9.879830814051744348e-01 +5.052598846875462346e-01 +3.411201112458384643e-01 +2.564159911190119767e-01 +2.042461597545079943e-01 +1.687899709080952215e-01 +1.431341769134106268e-01 +1.237397099358396452e-01 +1.085921744800006639e-01 +9.645583245584776755e-02 +8.652942975119820579e-02 +7.827073362975010828e-02 +9.996022902552961220e-01 +5.042567502215971054e-01 +3.389482103513581923e-01 +2.537078557493105402e-01 +2.014245170205406221e-01 +1.660935787415700471e-01 +1.406651390054347306e-01 +1.215254811670077734e-01 +1.066253035969395302e-01 +9.471486139336401933e-02 +8.498891913598267955e-02 +7.690572453026711663e-02 +8.828477374641735542e-01 +4.990494822146918641e-01 +3.338416235035723267e-01 +2.485063712453295104e-01 +1.967145742440365441e-01 +1.620186638794853529e-01 +1.371918494342087291e-01 +1.185710825805086494e-01 +1.041037233636790821e-01 +9.255062301201319452e-02 +8.311966229453970900e-02 +7.528105534100122676e-02 +9.814244202118757032e-01 +4.878408013991845094e-01 +3.218283517846677877e-01 +2.388823326931727720e-01 +1.892233333715085397e-01 +1.561413901531217840e-01 +1.325053806591450778e-01 +1.147698217181567643e-01 +1.009714747129525220e-01 +8.993334903689002846e-02 +8.090588380822785752e-02 +7.338864048210357038e-02 +9.120867830702246160e-01 +4.426725691213132530e-01 +2.964774332853069572e-01 +2.229162687316207647e-01 +1.783094371021840818e-01 +1.482320038135722107e-01 +1.265219184059687418e-01 +1.100933412913827764e-01 +9.722209934833306311e-02 +8.686521040445574493e-02 +7.835291029289841169e-02 +7.123466421948686234e-02 +5.112224498193467248e-01 +3.517911988271251733e-01 +2.568227137942153959e-01 +2.008124299880183761e-01 +1.642225903522890051e-01 +1.384708044845123220e-01 +1.193633744121960077e-01 +1.046244020935223201e-01 +9.291296162947169923e-02 +8.338695654548460012e-02 +7.549040339669269017e-02 +6.884122096802008928e-02 +3.065312983080707432e-01 +2.552432534910639705e-01 +2.076971863265500984e-01 +1.719733559938441958e-01 +1.455228797747369351e-01 +1.254676228771926805e-01 +1.098467608046711091e-01 +9.738446268648455473e-02 +8.723628520697250532e-02 +7.882747248685326169e-02 +7.175570926316689191e-02 +6.573206873552982221e-02 +1.909721479742142736e-01 +1.748089302975921189e-01 +1.553644354540311412e-01 +1.369615557720703647e-01 +1.210379803303887891e-01 +1.076421854608071438e-01 +9.642318731105713192e-02 +8.698650406195770901e-02 +7.898938901856637773e-02 +7.215502449533242602e-02 +6.626503675939048044e-02 +6.114805816267354643e-02 +1.215121449560623568e-01 +1.165336267719168234e-01 +1.095277096382800963e-01 +1.016691079904324807e-01 +9.379294623308391532e-02 +8.635376080575200841e-02 +7.954113137699139746e-02 +7.339790782772122324e-02 +6.789685587383760546e-02 +6.298215806250466453e-02 +5.858990605624329884e-02 +5.465752950168217827e-02 +7.837638459974631544e-02 +7.683078523854940112e-02 +7.446096044980977935e-02 +7.150714000660836345e-02 +6.820768658793315009e-02 +6.476105743016553895e-02 +6.131265904463847199e-02 +5.795849286889335344e-02 +5.475581147293422796e-02 +5.173445173497926569e-02 +4.890615695876979890e-02 +4.627136425971757616e-02 +7.452681242466345501e-02 +7.320623414393537254e-02 +7.116326438790213094e-02 +6.858678178860620755e-02 +6.567077691710922205e-02 +6.258387900304344942e-02 +5.945609118801196274e-02 +5.637856398660080759e-02 +5.340995030971714547e-02 +5.058448765360722132e-02 +4.791931425063669647e-02 +4.542019377533803443e-02 +1.126405436016535144e-01 +1.086779490644036450e-01 +1.029720062922066665e-01 +9.639374744181399002e-02 +8.962011873535760675e-02 +8.306696451559718308e-02 +7.694345821458307977e-02 +7.132932646383181863e-02 +6.623353131101647473e-02 +6.163025992920934115e-02 +5.747887256053284266e-02 +5.373432770514861845e-02 +1.705610693906083331e-01 +1.587623470601115527e-01 +1.437875909342033742e-01 +1.288056928924285749e-01 +1.152480552368978645e-01 +1.034576293947710723e-01 +9.333769428153150527e-02 +8.466569508169133340e-02 +7.720984820491413880e-02 +7.076512203050223937e-02 +6.516024315434719438e-02 +6.025523552533800647e-02 +2.596998926204813207e-01 +2.259083486731540968e-01 +1.906997753989161104e-01 +1.616303002855101478e-01 +1.388476223316546798e-01 +1.209530291919956729e-01 +1.066786304995263890e-01 +9.509204987115274510e-02 +8.553258547831554814e-02 +7.753035152727613677e-02 +7.074596899586371723e-02 +6.492975145180604479e-02 +4.001946940287698928e-01 +3.081250144096854826e-01 +2.371095082047869618e-01 +1.900589444611359702e-01 +1.576637345575967741e-01 +1.341841141284338124e-01 +1.164260752509768543e-01 +1.025379732620911727e-01 +9.138576905715521670e-02 +8.223894333870061801e-02 +7.460611321692602049e-02 +6.814450408674063708e-02 +7.448970230518497937e-01 +4.066780459763063016e-01 +2.802329180796064301e-01 +2.139450110106924374e-01 +1.727784981858230262e-01 +1.445950641629230593e-01 +1.240257728311591479e-01 +1.083231001889154443e-01 +9.593087646685925785e-02 +8.589872171919732402e-02 +7.761153892511978014e-02 +7.065254831577787165e-02 +8.589124179007839865e-01 +4.719642410660045972e-01 +3.125546899251653854e-01 +2.328836498506055008e-01 +1.852161353778986608e-01 +1.533937887339369144e-01 +1.305787098222381815e-01 +1.133897888794213049e-01 +9.996141381013554095e-02 +8.917727701885851121e-02 +8.032664091548406826e-02 +7.293434669573951867e-02 +9.856095221368750270e-01 +4.968569180847874356e-01 +3.298656382243175811e-01 +2.451977054058499805e-01 +1.942136298501795089e-01 +1.601879040860321179e-01 +1.358632575904645534e-01 +1.176035155863204840e-01 +1.033909819990675022e-01 +9.201653630812424434e-02 +8.271089294644216883e-02 +7.496070804346777194e-02 +9.993674557761940136e-01 +5.032266626588995928e-01 +3.373951654803096778e-01 +2.521282231316247513e-01 +2.000786896602406439e-01 +1.650416118998451753e-01 +1.398767959801654748e-01 +1.209448744816410681e-01 +1.061982099455291567e-01 +9.439733536800679059e-02 +8.474816135394350192e-02 +7.671833101350376827e-02 +8.843697598488013956e-01 +5.035267677353625349e-01 +3.405475804342453783e-01 +2.557789494243900008e-01 +2.036606929253502174e-01 +1.683181630879214130e-01 +1.427828577611882088e-01 +1.234901288028383975e-01 +1.084190969115333969e-01 +9.633626601347496099e-02 +8.644538012008427807e-02 +7.820925275073398186e-02 +9.880517557499829406e-01 +5.056514291307776521e-01 +3.419775552364499038e-01 +2.576864993802233106e-01 +2.057856864102168837e-01 +1.704553711038105657e-01 +1.448172248357485759e-01 +1.253694773803068485e-01 +1.101273482999579612e-01 +9.787590599385660728e-02 +8.782746236632350822e-02 +7.944808552700576010e-02 +9.999482254170601880e-01 +5.061268228399873337e-01 +3.426473025620525026e-01 +2.587039832631223280e-01 +2.070411636043806014e-01 +1.718272030841013209e-01 +1.462118128914307313e-01 +1.267264243246324085e-01 +1.114124845130141789e-01 +9.907274475439861727e-02 +8.893044969812448353e-02 +8.045801420258617831e-02 +8.846513569963251333e-01 +5.046656088985946864e-01 +3.429599267375383342e-01 +2.592643030065813758e-01 +2.077903806778046425e-01 +1.727045990991976365e-01 +1.471571490249301839e-01 +1.276913648228788778e-01 +1.123628497019164979e-01 +9.998655083634976071e-02 +8.979487402621426362e-02 +8.126661330512138792e-02 +9.881340045330405664e-01 +5.061511289722439022e-01 +3.431628370383521531e-01 +2.595844236452761744e-01 +2.082447127685571886e-01 +1.732675585566782750e-01 +1.477945665297825673e-01 +1.283702256895966343e-01 +1.130558014076563922e-01 +1.006730387130690962e-01 +9.046057627454541505e-02 +8.190226513632832550e-02 +9.999850334398990848e-01 +5.063704806610513920e-01 +3.432672514585745072e-01 +2.597723947134589206e-01 +2.085246104518228560e-01 +1.736304211847552736e-01 +1.482227228658485607e-01 +1.288431304725932980e-01 +1.135539492168669701e-01 +1.011799404398378011e-01 +9.096336790248371607e-02 +8.239154744685357745e-02 +8.846783707485829096e-01 +5.047948293916691975e-01 +3.433013944856684319e-01 +2.598847430110885481e-01 +2.086986605278893236e-01 +1.738642214299881972e-01 +1.485079385005507735e-01 +1.291677978890225509e-01 +1.139051625135071438e-01 +1.015456490780249771e-01 +9.133331933885108223e-02 +8.275760702084933307e-02 +9.881444858524779384e-01 +5.062219826002342105e-01 +3.433579185382190091e-01 +2.599528762392373515e-01 +2.088061312883571219e-01 +1.740125183272583087e-01 +1.486935852270081238e-01 +1.293842214788469280e-01 +1.141443349337952634e-01 +1.017994009641307041e-01 +9.159419947613176016e-02 +8.301932905193648571e-02 +9.999906791596393507e-01 +5.064106021354959353e-01 +3.433804007179798168e-01 +2.599920964595944795e-01 +2.088694175357483362e-01 +1.741015473326001650e-01 +1.488071444584745939e-01 +1.295189437606612259e-01 +1.142955973741973663e-01 +1.019621520678266752e-01 +9.176357721607571183e-02 +8.319104262361234903e-02 +8.846828502745122114e-01 +5.048173096754325906e-01 +3.433651877395845764e-01 +2.600109564270600693e-01 +2.089008831943510447e-01 +1.741463571865341509e-01 +1.488649796129146163e-01 +1.295883242767597865e-01 +1.143742902487186464e-01 +1.020475902550295466e-01 +9.185319898927811477e-02 +8.328252043870854049e-02 +9.881460180968413276e-01 +5.062326730657686902e-01 +3.433887917077544927e-01 +2.600146797044655123e-01 +2.089064254621096905e-01 +1.741542799100739836e-01 +1.488752559383013097e-01 +1.296007099085146608e-01 +1.143883987135634467e-01 +1.020629668881390950e-01 +9.186938282488278651e-02 +8.329908739756582137e-02 +9.999909347268260973e-01 +5.064124527287870992e-01 +3.433857711968109072e-01 +2.600028989758900178e-01 +2.088870407412573016e-01 +1.741265927078709530e-01 +1.488394106627238256e-01 +1.295575838185835105e-01 +1.143393538078173455e-01 +1.020095912875868399e-01 +9.181327693579537097e-02 +8.324171658979637178e-02 +8.846815493683020115e-01 +5.048107310898163336e-01 +3.433462996857257754e-01 +2.599730402426501108e-01 +2.088391507622008314e-01 +1.740588060142529703e-01 +1.487524122866141496e-01 +1.294537723475656932e-01 +1.142221798557958024e-01 +1.018829239627804945e-01 +9.168091020318604178e-02 +8.310704963398118927e-02 +9.881436393837953469e-01 +5.062161245183907088e-01 +3.433412115024487288e-01 +2.599199524933802352e-01 +2.087536326965966638e-01 +1.739396507567697592e-01 +1.486018534468206143e-01 +1.292767268405577985e-01 +1.140249869426675083e-01 +1.016722585349146418e-01 +9.146302213595018660e-02 +8.288733013518748138e-02 +9.999865953441106070e-01 +5.063814557967711849e-01 +3.432976712726935609e-01 +2.598301993452402647e-01 +2.086131838671209104e-01 +1.737484993024430435e-01 +1.483657248193878120e-01 +1.290048249620752985e-01 +1.137278156733351336e-01 +1.013600292722558610e-01 +9.114471630558126924e-02 +8.257028941752159179e-02 +8.846703341564011724e-01 +5.047554458324251536e-01 +3.431936000127712161e-01 +2.596807325691830592e-01 +2.083872595351377588e-01 +1.734505673476909038e-01 +1.480085334712906986e-01 +1.286046008217942294e-01 +1.133008855148454341e-01 +1.009208523911589717e-01 +9.070505036398522625e-02 +8.213907874535211762e-02 +9.881290283359518423e-01 +5.061184610063896860e-01 +3.430767474493896518e-01 +2.594301758256797874e-01 +2.080225554038319935e-01 +1.729887660087390810e-01 +1.474753170251349443e-01 +1.280268902757384919e-01 +1.127024336113511271e-01 +1.003205357394766628e-01 +9.011677025891993986e-02 +8.157240443347034409e-02 +9.999597080980752173e-01 +5.062004857796390533e-01 +3.428263382198410425e-01 +2.589965061048506989e-01 +2.074256052482835178e-01 +1.722706246707840227e-01 +1.466832523550014311e-01 +1.272022061058215858e-01 +1.118766284875807593e-01 +9.951549680609865500e-02 +8.934651707457423597e-02 +8.084508475032720076e-02 +8.845903010582795156e-01 +5.043943513483899466e-01 +3.423142761389680877e-01 +2.582212751509532223e-01 +2.064321233509357756e-01 +1.711488241085618311e-01 +1.455114140939135492e-01 +1.260364555132765518e-01 +1.107525630559338947e-01 +9.845330525099307839e-02 +8.835595680104732508e-02 +7.992928785724556784e-02 +9.879967817930926932e-01 +5.053468504444582621e-01 +3.413392301651672067e-01 +2.567893397096153163e-01 +2.047561558844992469e-01 +1.693962331033952162e-01 +1.437916252490833158e-01 +1.244095857310751896e-01 +1.092460338606417586e-01 +9.707532555373342420e-02 +8.710433712289576691e-02 +7.879668653956090063e-02 +9.996146711739302138e-01 +5.043385344398653158e-01 +3.391566640883211248e-01 +2.540669237058753027e-01 +2.019190734967445111e-01 +1.666846323221062021e-01 +1.413081010957050188e-01 +1.221817061705295776e-01 +1.072663742551800969e-01 +9.532245437193330451e-02 +8.555284300622358062e-02 +7.742162539327508697e-02 +8.828639748726671010e-01 +4.991256924617702428e-01 +3.340386451400580436e-01 +2.488514523267456591e-01 +1.971943324645027973e-01 +1.625946518340073699e-01 +1.378196671406475282e-01 +1.192123111792017104e-01 +1.047302368954734914e-01 +9.314437799152526509e-02 +8.367067898817785732e-02 +7.578510573237993986e-02 +9.814346021559687827e-01 +4.879111982464319208e-01 +3.220186173661069295e-01 +2.392196257549169813e-01 +1.896932854696885273e-01 +1.567050507848536667e-01 +1.331187266772497213e-01 +1.153952963750891764e-01 +1.015818687692245786e-01 +9.051136008700588764e-02 +8.144203451991618992e-02 +7.387898977552283253e-02 +9.120970894371882576e-01 +4.427494739552036429e-01 +2.966774586575963712e-01 +2.232603368916132036e-01 +1.787793216359641335e-01 +1.487884062262528617e-01 +1.271224851928976496e-01 +1.107026988268822870e-01 +9.781493845915149865e-02 +8.742559848839664971e-02 +7.887223430585688089e-02 +7.170945777862437753e-02 +5.112670689108111954e-01 +3.519089535355526821e-01 +2.570620276452981745e-01 +2.011836867524698091e-01 +1.647042296407622286e-01 +1.390255406861247156e-01 +1.199528652955596658e-01 +1.052171890640139357e-01 +9.348674711549113947e-02 +8.392782815349415781e-02 +7.599096370767527420e-02 +6.929865050384434455e-02 +3.066704218417619643e-01 +2.554531963067476208e-01 +2.080112993910028796e-01 +1.723932240325474763e-01 +1.460265383480757462e-01 +1.260231616830626844e-01 +1.104228271110964527e-01 +9.795573152071765377e-02 +8.778494359616560716e-02 +7.934252232117354475e-02 +7.223146490560192201e-02 +6.616660093051303371e-02 +1.912772445020841094e-01 +1.751625248235155474e-01 +1.557828101429233336e-01 +1.374418803273556866e-01 +1.215635097222900612e-01 +1.081907592522061007e-01 +9.697366334296068924e-02 +8.752200718731735496e-02 +7.949816418754901415e-02 +7.262997247141654567e-02 +6.670273488687990249e-02 +6.154772297579277213e-02 +1.219696959904136291e-01 +1.170068224066484752e-01 +1.100200396712320838e-01 +1.021769718372511487e-01 +9.430753508960734721e-02 +8.686416779582986636e-02 +8.003701705804032451e-02 +7.387102745944548743e-02 +6.834155523156498768e-02 +6.339522242296484478e-02 +5.897011222378828466e-02 +5.500512699350815909e-02 +7.883679360488481114e-02 +7.728900062224583478e-02 +7.491453267809060346e-02 +7.195265698871140814e-02 +6.864111300148878492e-02 +6.517830232656854350e-02 +6.171012165354614054e-02 +5.833342533029824833e-02 +5.510646020080594426e-02 +5.206002145821137655e-02 +4.920666884594688401e-02 +4.654747151071821770e-02 +7.479690200923690135e-02 +7.347518052580531700e-02 +7.142979796856652186e-02 +6.884911244096142413e-02 +6.592673580159026658e-02 +6.283119261633046682e-02 +5.969267175054013275e-02 +5.660272785890543834e-02 +5.362052944163015616e-02 +5.078084314186475517e-02 +4.810128239813313972e-02 +4.558799739150175973e-02 +1.129101714067337059e-01 +1.089553875505801794e-01 +1.032593036046552393e-01 +9.668955959116179444e-02 +8.992034775936620650e-02 +8.336608816392504506e-02 +7.723585597901722055e-02 +7.161019220713954470e-02 +6.649930189564957905e-02 +6.187867443755298152e-02 +5.770881771274261746e-02 +5.394559517521536895e-02 +1.707493971102029828e-01 +1.589741368886367912e-01 +1.440315212049279314e-01 +1.290820023454146703e-01 +1.155499498943818454e-01 +1.037746079034939928e-01 +9.365868571911642460e-02 +8.498108555314803914e-02 +7.751237292660088929e-02 +7.104996080476538856e-02 +6.542469055615540707e-02 +6.049821861300424403e-02 +2.597961237654113353e-01 +2.260390725774296394e-01 +1.908817102948727751e-01 +1.618671103667383149e-01 +1.391313144543970814e-01 +1.212690179905777099e-01 +1.070107676697192034e-01 +9.542600439766826814e-02 +8.585737605126389504e-02 +7.783855334198400144e-02 +7.103322606738507461e-02 +6.519405408050144013e-02 +4.002329749288824345e-01 +3.081993097716257957e-01 +2.372440627064796581e-01 +1.902623783182721406e-01 +1.579291754998351227e-01 +1.344949298810631799e-01 +1.167626361846028915e-01 +1.028824389857264238e-01 +9.172431246715315178e-02 +8.256211979674350776e-02 +7.490827352416025431e-02 +6.842289151108781053e-02 +7.449047730523290500e-01 +4.067199695425371408e-01 +2.803376565831228184e-01 +2.141261394367912907e-01 +1.730313551469477296e-01 +1.449023639465326641e-01 +1.243657492985243140e-01 +1.086754996649254013e-01 +9.627981964017857941e-02 +8.623326748795338836e-02 +7.792506119507452977e-02 +7.094171569054714965e-02 +8.589186834983520979e-01 +4.719973453750240799e-01 +3.126472672449099877e-01 +2.330545033021299839e-01 +1.854636367241613570e-01 +1.537012747290304182e-01 +1.309235045858741509e-01 +1.137501717081619151e-01 +1.003200951083486198e-01 +8.952221728670288481e-02 +8.065046587034739589e-02 +7.323327117486620741e-02 +9.856144088256292290e-01 +4.968902828250283399e-01 +3.299579288550077982e-01 +2.453684996989076994e-01 +1.944628320113392372e-01 +1.604996107106567982e-01 +1.362146406959277023e-01 +1.179721924621011386e-01 +1.037588849759263909e-01 +9.237095477969678448e-02 +8.304396530610276550e-02 +7.526834084423804361e-02 +9.993727395913576395e-01 +5.032628387600394104e-01 +3.374922233030048790e-01 +2.523047408801109004e-01 +2.003343001505737131e-01 +1.653604947176732787e-01 +1.402361055846189364e-01 +1.213220113576863185e-01 +1.065747827280254800e-01 +9.476031216302795157e-02 +8.508942503106223243e-02 +7.703361711813890012e-02 +8.843780502523155285e-01 +5.035660475923099400e-01 +3.406502999131417186e-01 +2.559630209196201989e-01 +2.039246237835171394e-01 +1.686455204700168797e-01 +1.431505677859096493e-01 +1.238754910533143572e-01 +1.088036276774896616e-01 +9.670683353526579595e-02 +8.679377710135517676e-02 +7.853114964554083754e-02 +9.880580469261017740e-01 +5.056925107682892495e-01 +3.420851275827158089e-01 +2.578776800890236753e-01 +2.060577925866957649e-01 +1.707910484803759343e-01 +1.451929445636375438e-01 +1.257623873267801895e-01 +1.105189368867119382e-01 +9.825304362890409371e-02 +8.818194445999054387e-02 +7.977558400770390357e-02 +9.999545258695522465e-01 +5.061693899743575642e-01 +3.427585878645106887e-01 +2.589009422715503606e-01 +2.073202419117722295e-01 +1.721701531638392124e-01 +1.465945546961816004e-01 +1.271258788124107753e-01 +1.118100961484233130e-01 +9.945540990567354467e-02 +8.929000291438120296e-02 +8.079016084999124381e-02 +8.846606793651615730e-01 +5.047096401675932320e-01 +3.430738892583348743e-01 +2.594655928919538113e-01 +2.080749171569134248e-01 +1.730534229402130586e-01 +1.475456556198631586e-01 +1.280962128699373037e-01 +1.127654072229112014e-01 +1.003737283219251070e-01 +9.015854830081783400e-02 +8.160253147273353880e-02 +9.881407992596926704e-01 +5.061954914027078090e-01 +3.432785989290298989e-01 +2.597887997296393636e-01 +2.085332889587407923e-01 +1.736208659151657063e-01 +1.481875671395913030e-01 +1.287793260180070953e-01 +1.134622736109545671e-01 +1.010637882447804198e-01 +9.082751145774567436e-02 +8.224117054334609267e-02 +9.999916550218981293e-01 +5.064152527786190960e-01 +3.433842296310123388e-01 +2.599788989274566253e-01 +2.088160595019260823e-01 +1.739870067994359060e-01 +1.486190806159321531e-01 +1.292554526890525579e-01 +1.139634110758566132e-01 +1.015734287141248360e-01 +9.133280948740772620e-02 +8.273275559153378533e-02 +8.846879939038219121e-01 +5.048403250759532224e-01 +3.434191970036424291e-01 +2.600926751214439614e-01 +2.089920846916174524e-01 +1.742231146114263107e-01 +1.489067059404880766e-01 +1.295824660373733339e-01 +1.143168216915680518e-01 +1.019411620235638333e-01 +9.170462155037803487e-02 +8.310053157556536452e-02 +9.881514186851854120e-01 +5.062672831545037555e-01 +3.434762068829243509e-01 +2.601617316441304784e-01 +2.091008597160446680e-01 +1.743729644403751167e-01 +1.490940010658687309e-01 +1.298005149631462629e-01 +1.145575303177401166e-01 +1.021963382327373826e-01 +9.196681676947424111e-02 +8.336347212514608196e-02 +9.999973838806589521e-01 +5.064559635831460405e-01 +3.434989902324638300e-01 +2.602015115204898144e-01 +2.091649472417495825e-01 +1.744629609319958141e-01 +1.492086001219711799e-01 +1.299362728759612673e-01 +1.147097789650169813e-01 +1.023600087072139009e-01 +9.213704699848833390e-02 +8.353597873743265345e-02 +8.846925441246139554e-01 +5.048631579010248727e-01 +3.434839551989243844e-01 +2.602206549421898774e-01 +2.091968209369718668e-01 +1.745082678536504783e-01 +1.492669738441219918e-01 +1.300061933776059109e-01 +1.147889886956496297e-01 +1.024459305763838618e-01 +9.222711865183835789e-02 +8.362787626410841946e-02 +9.881529761039752335e-01 +5.062781476392973490e-01 +3.435075632645046562e-01 +2.602244273361201676e-01 +2.092024356190452794e-01 +1.745162791608954045e-01 +1.492773464808938855e-01 +1.300186758522327291e-01 +1.148031900630213792e-01 +1.024613942975624720e-01 +9.224338360181909280e-02 +8.364451899589174511e-02 +9.999976437124566964e-01 +5.064578447422813934e-01 +3.435044459006068585e-01 +2.602124718975575846e-01 +2.091827981298759465e-01 +1.744882832982802834e-01 +1.492411660600665158e-01 +1.299752131364358132e-01 +1.147538225041124932e-01 +1.024077164352360098e-01 +9.218699633406715610e-02 +8.358688546912525219e-02 +8.846912216524642769e-01 +5.048564712708150104e-01 +3.434647690363764605e-01 +2.601821871952130771e-01 +2.091342941936416289e-01 +1.744197518039909411e-01 +1.491533638275059637e-01 +1.298705982835203498e-01 +1.146358814909166773e-01 +1.022803326271879143e-01 +9.205396419606511060e-02 +8.345159860381111405e-02 +9.881505590222628976e-01 +5.062613343354638307e-01 +3.434592501230178674e-01 +2.601283522554040384e-01 +2.090477153356301021e-01 +1.742993247898301234e-01 +1.490014467677571453e-01 +1.296922069778932707e-01 +1.144374119623850494e-01 +1.020684804777283183e-01 +9.183497820474539886e-02 +8.323085987703832123e-02 +9.999932380932553544e-01 +5.064263769412216121e-01 +3.434150520393279282e-01 +2.600374191338711283e-01 +2.089056179259534407e-01 +1.741062296288665712e-01 +1.487632725095619224e-01 +1.294183016115240947e-01 +1.141383562373627231e-01 +1.017545099134396502e-01 +9.151506877989795674e-02 +8.291233690802048140e-02 +8.846798502957418098e-01 +5.048004149813419827e-01 +3.433099952536833310e-01 +2.598861692339475282e-01 +2.086772562882063808e-01 +1.738054851747476426e-01 +1.484031746105488880e-01 +1.290152697107213309e-01 +1.137088098524537960e-01 +1.013129304084090798e-01 +9.107320022351353406e-02 +8.247909908232878284e-02 +9.881357709427707192e-01 +5.061624747570035998e-01 +3.431915959253473702e-01 +2.596329910014404940e-01 +2.083090717858571972e-01 +1.733397707399668697e-01 +1.478659973970337937e-01 +1.284337880892599815e-01 +1.131068750037226428e-01 +1.007094311278508986e-01 +9.048201228989159739e-02 +8.190975801421722380e-02 +9.999660859362481391e-01 +5.062435761157457748e-01 +3.429389357555029383e-01 +2.591955843865424991e-01 +2.077073273453829139e-01 +1.726163965857767379e-01 +1.470687494166060261e-01 +1.276042326321662757e-01 +1.122765981164757093e-01 +9.990031462522185046e-02 +8.970803746716485283e-02 +8.117903181976164617e-02 +8.845992341893398336e-01 +5.044365443780772784e-01 +3.424236853073267528e-01 +2.584152404029509409e-01 +2.067075477129668715e-01 +1.714879356158220403e-01 +1.458904392623242841e-01 +1.264324476594468061e-01 +1.111469948658470874e-01 +9.883305886065923973e-02 +8.871284324507727748e-02 +8.025899184950549548e-02 +9.880028984709199324e-01 +5.053868380723902654e-01 +3.414442580331611965e-01 +2.569767426636219709e-01 +2.050238683635498826e-01 +1.697274210853334242e-01 +1.441630314620339637e-01 +1.247984516679759154e-01 +1.096338620102994266e-01 +9.744897827573499594e-02 +8.745560074379868376e-02 +7.912122622383202519e-02 +9.996201752483975245e-01 +5.043760009210965789e-01 +3.392562913698038418e-01 +2.542467890547716602e-01 +2.021783384455567156e-01 +1.670072659820430183e-01 +1.416711880845840654e-01 +1.225626012901951528e-01 +1.076466279323178565e-01 +9.568897025767041098e-02 +8.589744745060959308e-02 +7.774001388367823839e-02 +8.828711864232126061e-01 +4.991605860541064588e-01 +3.341328043536030967e-01 +2.490243795364532609e-01 +1.974460110355175102e-01 +1.629093182735942003e-01 +1.381744985632823164e-01 +1.195847949971491075e-01 +1.051021173002982534e-01 +9.350276377292809915e-02 +8.400756834464216671e-02 +7.609631278128757559e-02 +9.814391511305400329e-01 +4.879436135511484030e-01 +3.221100252752648330e-01 +2.393894336175549642e-01 +1.899407885014935127e-01 +1.570139767262902497e-01 +1.334662775380701660e-01 +1.157593733827368826e-01 +1.019447619663354371e-01 +9.086067775941819580e-02 +8.177015131081427635e-02 +7.418196358292189485e-02 +9.121017691592906429e-01 +4.427854121982512936e-01 +2.967747799922829111e-01 +2.234353574154106792e-01 +1.790288153700399787e-01 +1.490952720092891537e-01 +1.274644133786422273e-01 +1.110586589432987076e-01 +9.816833266739365127e-02 +8.776493750847601250e-02 +7.919052357661766905e-02 +7.200314448035852188e-02 +5.112878996607091997e-01 +3.519653652796645438e-01 +2.571809104993905137e-01 +2.013756863509053030e-01 +1.649632293680570461e-01 +1.393344079668499824e-01 +1.202908494620346797e-01 +1.055652527588796380e-01 +9.383006877943768365e-02 +8.425624742089034280e-02 +7.629836821449013928e-02 +6.958201288663774797e-02 +3.067382629635465041e-01 +2.555577497435923551e-01 +2.081724752445663906e-01 +1.726160122009722520e-01 +1.463027481751978942e-01 +1.263370368141927269e-01 +1.107566832077647445e-01 +9.829379501138924002e-02 +8.811509825796828843e-02 +7.965655084312094070e-02 +7.252450927952483473e-02 +6.643636405540871703e-02 +1.914356805673174400e-01 +1.753488535620593980e-01 +1.560079836860146785e-01 +1.377067318556834952e-01 +1.218604315831650214e-01 +1.085077568157414296e-01 +9.729806715924414762e-02 +8.784282116368018201e-02 +7.980707689984282982e-02 +7.292144792496911554e-02 +6.697362212932174430e-02 +6.179670077087236202e-02 +1.222252424369773410e-01 +1.172732641055281994e-01 +1.103006069768945052e-01 +1.024705253093825125e-01 +9.460939089497341636e-02 +8.716781427375765168e-02 +8.033578738523296237e-02 +7.415921665537313079e-02 +6.861492420786891033e-02 +6.365105360475205309e-02 +5.920701599564218848e-02 +5.522275165376171885e-02 +7.911126584332284217e-02 +7.756306672108978506e-02 +7.518718377021416099e-02 +7.222211399353405115e-02 +6.890500738245154688e-02 +6.543403907863189206e-02 +6.195526331853139917e-02 +5.856597839883126433e-02 +5.532502072545335964e-02 +5.226379548404919140e-02 +4.939540917153566885e-02 +4.672137304750580838e-02 +7.490705948773117295e-02 +7.358504415673100540e-02 +7.153893795562170366e-02 +6.895685102525370147e-02 +6.603220043648051762e-02 +6.293343109509069722e-02 +5.979078039201506795e-02 +5.669595313966113714e-02 +5.370832515503749793e-02 +5.086288452811469490e-02 +4.817744904879875389e-02 +4.565833883017726691e-02 +1.130165699127991114e-01 +1.090652863214382901e-01 +1.033737582932325871e-01 +9.680821442421251588e-02 +9.004164713854798108e-02 +8.348779211002765877e-02 +7.735558991592837719e-02 +7.172585248300833438e-02 +6.660926868618341490e-02 +6.198186548738899432e-02 +5.780464233031839399e-02 +5.403386157121217032e-02 +1.708209828888334059e-01 +1.590551926601472266e-01 +1.441258183176111762e-01 +1.291900761169791911e-01 +1.156694626074771526e-01 +1.039015272171591731e-01 +9.378851733886318931e-02 +8.510975382680886769e-02 +7.763667156471075470e-02 +7.116766493564623264e-02 +6.553446623982120411e-02 +6.059944447327204192e-02 +2.598315033970396981e-01 +2.260876108101057547e-01 +1.909502359989036502e-01 +1.619577816836097472e-01 +1.392417483753075613e-01 +1.213939192468317940e-01 +1.071438107722980093e-01 +9.556126971083289678e-02 +8.599011916148226187e-02 +7.796541984050893437e-02 +7.115213383750348952e-02 +6.530393469616455060e-02 +4.002467118032969062e-01 +3.082262992881042996e-01 +2.372938104397765979e-01 +1.903391107783830027e-01 +1.580313067112719683e-01 +1.346167077868150597e-01 +1.168965721760241994e-01 +1.030212942020941741e-01 +9.186219401299565435e-02 +8.269481344234037856e-02 +7.503312033571174489e-02 +6.853847295170378828e-02 +7.449075070947294153e-01 +4.067349670879056300e-01 +2.803758797739880348e-01 +2.141937454453098355e-01 +1.731278558978289750e-01 +1.450220269076840374e-01 +1.245004297993375642e-01 +1.088170794397886471e-01 +9.642159114732536118e-02 +8.637038602851630775e-02 +7.805443541710130329e-02 +7.106165967837332897e-02 +8.589208684044690179e-01 +4.720090637931524391e-01 +3.126807484682653793e-01 +2.331178056878535076e-01 +1.855575477846816979e-01 +1.538204806252632395e-01 +1.310596396335371727e-01 +1.138946008030219809e-01 +1.004655565967697978e-01 +8.966340536130130989e-02 +8.078395832700131785e-02 +7.335717093176064019e-02 +9.856161027992029755e-01 +4.969020283408599470e-01 +3.299911434877154659e-01 +2.454315189876123404e-01 +1.945570705475092310e-01 +1.606201310758062217e-01 +1.363530900114275912e-01 +1.181197110408299805e-01 +1.039079059751978756e-01 +9.251588942103831925e-02 +8.318117453631503067e-02 +7.539578297014426500e-02 +9.993745685577966054e-01 +5.032755551520585735e-01 +3.375271021712827890e-01 +2.523697802178178629e-01 +2.004308376663578861e-01 +1.654836506657439421e-01 +1.403775425493049289e-01 +1.214727954077761407e-01 +1.067272170292185296e-01 +9.490866954593837890e-02 +8.522995043172150453e-02 +7.716418680532849406e-02 +8.843809237152360225e-01 +5.035798700753859602e-01 +3.406872419970909949e-01 +2.560308742907293489e-01 +2.040243225735551835e-01 +1.687719497673614288e-01 +1.432952953289949871e-01 +1.240295373931598194e-01 +1.089592532791008456e-01 +9.685826429891131184e-02 +8.693721415552173315e-02 +7.866443573830471381e-02 +9.880602330682684009e-01 +5.057070004398002139e-01 +3.421238880650098180e-01 +2.579482559134305131e-01 +2.061606855168938990e-01 +1.709207804520004315e-01 +1.453408884861562278e-01 +1.259194898907401994e-01 +1.106774388281179244e-01 +9.840716645545166674e-02 +8.832788660810665660e-02 +7.991118564645557920e-02 +9.999567212919855397e-01 +5.061844415834656497e-01 +3.427987735297988725e-01 +2.589737796437284190e-01 +2.074259146400110332e-01 +1.723028282301221625e-01 +1.467453699721919247e-01 +1.272856749571849022e-01 +1.119710868214033594e-01 +9.961182266202373015e-02 +8.943805026259461777e-02 +8.092769575388292225e-02 +8.846639356504557572e-01 +5.047252446417521687e-01 +3.431151239725980795e-01 +2.595401571731124069e-01 +2.081828024085051743e-01 +1.731885114113990987e-01 +1.476988619575011763e-01 +1.282582583416772559e-01 +1.129284656389031999e-01 +1.005320289879792911e-01 +9.030831998542789008e-02 +8.174164449816784250e-02 +9.881431771994542146e-01 +5.062112416215210908e-01 +3.433205530409191852e-01 +2.598646142527013536e-01 +2.086428345329577050e-01 +1.737578196672481534e-01 +1.483426591670599093e-01 +1.289431641936659989e-01 +1.136269849826672812e-01 +1.012235964609265737e-01 +9.097865745216983380e-02 +8.238154065857644648e-02 +9.999939756230632470e-01 +5.064311697591014072e-01 +3.434266768943600168e-01 +2.600555868418199523e-01 +2.089267993322865002e-01 +1.741253384137091687e-01 +1.487755947157163305e-01 +1.294206613765988001e-01 +1.141293954077040596e-01 +1.017344015173727301e-01 +9.148501861772011245e-02 +8.287409980605514592e-02 +8.846913697174724200e-01 +5.048565145415050415e-01 +3.434619811721145166e-01 +2.601699550985398512e-01 +2.091036531009841104e-01 +1.743624241166031319e-01 +1.490642486321487326e-01 +1.297486799366281141e-01 +1.144837481120379724e-01 +1.021030012612508669e-01 +9.185762429620390745e-02 +8.324260520556424348e-02 +9.881538523357364934e-01 +5.062834134178222367e-01 +3.435191932426980288e-01 +2.602393975498934475e-01 +2.092129791296990227e-01 +1.745129362590487343e-01 +1.492522516251642561e-01 +1.299674293347987397e-01 +1.147251190351237377e-01 +1.023587901485150942e-01 +9.212038301774660987e-02 +8.350606558069552376e-02 +9.999997384021843683e-01 +5.064721218561365479e-01 +3.435421021564583066e-01 +2.602794126520001639e-01 +2.092774068769244489e-01 +1.746033472959268584e-01 +1.493672991811410278e-01 +1.301036354841558773e-01 +1.148777946238195569e-01 +1.025228576396411545e-01 +9.229097981391586047e-02 +8.367891151372337799e-02 +8.846959490151570238e-01 +5.048794927973606628e-01 +3.435271400992365720e-01 +2.602986755742190961e-01 +2.093094543704342170e-01 +1.746488678252080540e-01 +1.494259058525200246e-01 +1.301737903410500330e-01 +1.149572287072756355e-01 +1.026089889108757619e-01 +9.238124535896533041e-02 +8.377098897571733094e-02 +9.881554201585622810e-01 +5.062943500190854040e-01 +3.435507511405570535e-01 +2.603024687568339934e-01 +2.093150999386430289e-01 +1.746569172470407716e-01 +1.494363201967557897e-01 +1.301863148946954818e-01 +1.149714704470475163e-01 +1.026244903763831595e-01 +9.239754530254688791e-02 +8.378766421966055145e-02 +1.000000000000000000e+00 +5.064740157063920556e-01 +3.435475934133692677e-01 +2.602904395723761866e-01 +2.092953546968825129e-01 +1.746287886404826184e-01 +1.493999947072817969e-01 +1.301427059768940075e-01 +1.149219627344212485e-01 +1.025706815667359051e-01 +9.234103669065966968e-02 +8.372991800334188273e-02 +8.846946176182514110e-01 +5.048727613375806333e-01 +3.435078294802260679e-01 +2.602599754636309437e-01 +2.092465896436432882e-01 +1.745599375276585263e-01 +1.493118452461104917e-01 +1.300377429122906991e-01 +1.148036891890970856e-01 +1.024429879481157102e-01 +9.220771809006744757e-02 +8.359436562646969937e-02 +9.881529872567200723e-01 +5.062774272358601113e-01 +3.435021329484249653e-01 +2.602058274051119446e-01 +2.091595615165027233e-01 +1.744389668691495310e-01 +1.491593436574811249e-01 +1.298587703828882611e-01 +1.146046681566846998e-01 +1.022306243460991693e-01 +9.198826083769470752e-02 +8.337319146010239990e-02 +9.999955672487172986e-01 +5.064423543928405769e-01 +3.434576640125382996e-01 +2.601144031087100350e-01 +2.090167701499469899e-01 +1.742450454580694863e-01 +1.489202936703210023e-01 +1.295840041474483617e-01 +1.143048023276737601e-01 +1.019159067658210183e-01 +9.166766592971578587e-02 +8.305403742987077509e-02 +8.846831829170097583e-01 +5.048163910628488127e-01 +3.433522043198101725e-01 +2.599624177236528055e-01 +2.087873908763423769e-01 +1.739431142366260064e-01 +1.485589600488558815e-01 +1.291797737322654405e-01 +1.138741383175043004e-01 +1.014733025256855381e-01 +9.122486064930708516e-02 +8.261994023527886866e-02 +9.881381283206868149e-01 +5.061780866342506791e-01 +3.432331837718362033e-01 +2.597081709661303583e-01 +2.084177681820158223e-01 +1.734757639073091495e-01 +1.480201133945379666e-01 +1.285966955173613313e-01 +1.132707269991572174e-01 +1.008684552977179155e-01 +9.063244353484670168e-02 +8.204947423268663109e-02 +9.999683108813574028e-01 +5.062588289797020913e-01 +3.429796334092295451e-01 +2.592692631161294670e-01 +2.078140675906635648e-01 +1.727502269593715334e-01 +1.472207036818566628e-01 +1.277650980783153756e-01 +1.124385718261765449e-01 +1.000576258502813287e-01 +8.985690629630088688e-02 +8.131731891935257972e-02 +8.846023422868648511e-01 +5.044514431003308541e-01 +3.424631462372941804e-01 +2.584869003633906148e-01 +2.068117573137019383e-01 +1.716190510972573913e-01 +1.460397291024230215e-01 +1.265908138917193337e-01 +1.113066676895835411e-01 +9.898826244546211905e-02 +8.885978138168539042e-02 +8.039550933084399498e-02 +9.880050208144639523e-01 +5.054009230217036963e-01 +3.414820594060334336e-01 +2.570458637109249156e-01 +2.051250355190449015e-01 +1.698553618182560565e-01 +1.443092349149839859e-01 +1.249539097774463314e-01 +1.097908260741315700e-01 +9.760166931688744885e-02 +8.760021526710394524e-02 +7.925560301139453201e-02 +9.996220811293151653e-01 +5.043891743736883537e-01 +3.392920987546589884e-01 +2.543130637582332598e-01 +2.022762504761478064e-01 +1.671318566569442166e-01 +1.418140924390797752e-01 +1.227148663308345738e-01 +1.078005314515594754e-01 +9.583875588346837948e-02 +8.603933340679983943e-02 +7.787185639455582176e-02 +8.828736835148157658e-01 +4.991728564704714932e-01 +3.341666568991463748e-01 +2.490881268713680263e-01 +1.975411095508593784e-01 +1.630309007771053031e-01 +1.383142290562794641e-01 +1.197337703539823189e-01 +1.052526959821266511e-01 +9.364927986275249638e-02 +8.414631961329060994e-02 +7.622521355440918522e-02 +9.814407321679335938e-01 +4.879550529149532800e-01 +3.221429948491318362e-01 +2.394522076182753756e-01 +1.900345309895193346e-01 +1.571335720518453605e-01 +1.336033522723415745e-01 +1.159051631662365717e-01 +1.020918404857689005e-01 +9.100359106230525297e-02 +8.190536577791342199e-02 +7.430750875544109291e-02 +9.121034102952643163e-01 +4.427981995615581923e-01 +2.968101336562344317e-01 +2.235004405862904553e-01 +1.791237555308168861e-01 +1.492145013426402489e-01 +1.275996427672139999e-01 +1.112014940859165080e-01 +9.831178321446035206e-02 +8.790392861743222264e-02 +7.932180104357652861e-02 +7.212491943998938781e-02 +5.112953130826297654e-01 +3.519857061725125691e-01 +2.572245879774425759e-01 +2.014477395959547446e-01 +1.650624915832414608e-01 +1.394550648065468468e-01 +1.204250575934038281e-01 +1.057053336406952176e-01 +9.396973342866279943e-02 +8.439097955314217581e-02 +7.642530367112897183e-02 +6.969960711366512962e-02 +3.067629654485601876e-01 +2.555962346620587744e-01 +2.082327352797520847e-01 +1.727008068238513883e-01 +1.464097711424244552e-01 +1.264606675581200768e-01 +1.108900668729609074e-01 +9.843046347516382077e-02 +8.824984639586326562e-02 +7.978568564608383429e-02 +7.264572408621468302e-02 +6.654845536204087586e-02 +1.914953367562811926e-01 +1.754195537539919303e-01 +1.560943878069745439e-01 +1.378096963348905135e-01 +1.219774122222940654e-01 +1.086342160377307686e-01 +9.742891493237383627e-02 +8.797343246752456491e-02 +7.993380786619636025e-02 +7.304176098448109111e-02 +6.708598006889186782e-02 +6.190036277761572919e-02 +1.223253404029486652e-01 +1.173780892543454524e-01 +1.104117137144005611e-01 +1.025876835487056493e-01 +9.473085115900235775e-02 +8.729096173778892742e-02 +8.045782752864825971e-02 +7.427766913466346543e-02 +6.872787480009602545e-02 +6.375721330875276649e-02 +5.930566310721483575e-02 +5.531362135841454142e-02 +7.922273029353622820e-02 +7.767457144765858856e-02 +7.529842470621067596e-02 +7.233243196955338461e-02 +6.901345501352799949e-02 +6.553953170889305346e-02 +6.205674690840173868e-02 +5.866256153903203624e-02 +5.541604839621476486e-02 +5.234886793750371387e-02 +4.947436209368469978e-02 +4.679423695582817649e-02 +7.486550932159209693e-02 +7.354359277822254681e-02 +7.149774126667399199e-02 +6.891616089585389515e-02 +6.599234500642041368e-02 +6.289477115866851098e-02 +5.975366039901369719e-02 +5.666066199301377643e-02 +5.367507382163445862e-02 +5.083180008623443963e-02 +4.814858077150530047e-02 +4.563167102864893604e-02 +1.129766811970805834e-01 +1.090240566497328589e-01 +1.033307745474219969e-01 +9.676359730121709968e-02 +8.999597479332148431e-02 +8.344190785865575333e-02 +7.731039451520847761e-02 +7.168214901182295984e-02 +6.656767960464282652e-02 +6.194281023549363940e-02 +5.776835340281241682e-02 +5.400041895510906964e-02 +1.707943287339215577e-01 +1.590249751642677511e-01 +1.440906004256556905e-01 +1.291496264998163723e-01 +1.156246326317103557e-01 +1.038538190253054244e-01 +9.373962298355319189e-02 +8.506122003536042975e-02 +7.758972392697689735e-02 +7.112316046610020481e-02 +6.549292424512297150e-02 +6.056111237492155241e-02 +2.598184097369087842e-01 +2.260696154208759745e-01 +1.909247647584250973e-01 +1.619239782479167389e-01 +1.392004525279000871e-01 +1.213470819594750366e-01 +1.070937974232297335e-01 +9.551031599708895148e-02 +8.594003162067918866e-02 +7.791748578997378938e-02 +7.110715984322292516e-02 +6.526234130803401645e-02 +4.002416501357046186e-01 +3.082163326097940304e-01 +2.372753815386602072e-01 +1.903105825648848948e-01 +1.579931977259217135e-01 +1.345711163890380702e-01 +1.168462844870438444e-01 +1.029690350243738645e-01 +9.181020159170737160e-02 +8.264470152928451996e-02 +7.498591633324816486e-02 +6.849473259051053198e-02 +7.449065027700311203e-01 +4.067294442110520047e-01 +2.803617537151926742e-01 +2.141686587550061527e-01 +1.730919019933466474e-01 +1.449772784195005049e-01 +1.244499055132457233e-01 +1.087638281221470909e-01 +9.636815627939694651e-02 +8.631862025600138544e-02 +7.800553146641986402e-02 +7.101627638955597399e-02 +8.589200674980762562e-01 +4.720047567948201239e-01 +3.126683954734841842e-01 +2.330943480185004857e-01 +1.855225964592325527e-01 +1.537759399638179703e-01 +1.310086015434496765e-01 +1.138403030259379917e-01 +1.004107497870021515e-01 +8.961011675526280029e-02 +8.073350711493652854e-02 +7.331029738517290395e-02 +9.856154825448619761e-01 +4.968977158752199141e-01 +3.299789001476244876e-01 +2.454081844358502740e-01 +1.945220196322553774e-01 +1.605751219384819739e-01 +1.363012045755004620e-01 +1.180642683995518499e-01 +1.038517708167805004e-01 +9.246119619722627248e-02 +8.312932541036453793e-02 +7.534757405084940851e-02 +9.993738990832453650e-01 +5.032708876594003122e-01 +3.375142492245225556e-01 +2.523457044508092273e-01 +2.003949407343417477e-01 +1.654376673080083515e-01 +1.403245472075044520e-01 +1.214161340671702227e-01 +1.066698031473009289e-01 +9.485269020385121708e-02 +8.517685233253532995e-02 +7.711479784849201158e-02 +8.843798716937147919e-01 +5.035747957229848026e-01 +3.406736271074009559e-01 +2.560057551415179100e-01 +2.039872492420902739e-01 +1.687247445314452032e-01 +1.432410684005330503e-01 +1.239716521592454240e-01 +1.089006396139713950e-01 +9.680112739517028608e-02 +8.688301772181510063e-02 +7.861402080533730352e-02 +9.880594323188108818e-01 +5.057016789793381539e-01 +3.421095981777181327e-01 +2.579221221402550612e-01 +2.061224173314035735e-01 +1.708723360613960129e-01 +1.452854521164152202e-01 +1.258604535882194564e-01 +1.106177404965245914e-01 +9.834901332496673310e-02 +8.827274367830389989e-02 +7.985989515096818259e-02 +9.999559167316183217e-01 +5.061789111576200373e-01 +3.427839522451301968e-01 +2.589467996070661249e-01 +2.073866026826815812e-01 +1.722532756501340134e-01 +1.466888502670795902e-01 +1.272256210917922514e-01 +1.119104475737746907e-01 +9.955280332530323795e-02 +8.938211067943176158e-02 +8.087567340165863206e-02 +8.846627417659755910e-01 +5.047195086254845364e-01 +3.430999100310999084e-01 +2.595125286936757480e-01 +2.081426571275579174e-01 +1.731380475332160440e-01 +1.476414377549007950e-01 +1.281973526724749513e-01 +1.128670429429089461e-01 +1.004722942068086572e-01 +9.025172691716029649e-02 +8.168902406009061201e-02 +9.881423050288224985e-01 +5.062054500196019324e-01 +3.433050688265188444e-01 +2.598365149294857845e-01 +2.086020623024771592e-01 +1.737066498384678970e-01 +1.482845201200005403e-01 +1.288815782881596317e-01 +1.135649348537419029e-01 +1.011632894606292188e-01 +9.092154285496874266e-02 +8.232844329666276495e-02 +9.999931242488189209e-01 +5.064253153065959578e-01 +3.434110069164744150e-01 +2.600271577990342364e-01 +2.088855751875428879e-01 +1.740736461217885223e-01 +1.487169156376179358e-01 +1.293585545826912153e-01 +1.140668613467195475e-01 +1.016736518660740635e-01 +9.142750009918343412e-02 +8.282063252681061416e-02 +8.846901309719702455e-01 +5.048505587601481714e-01 +3.434461840888375361e-01 +2.601413021125683067e-01 +2.090621148845932531e-01 +1.743103604604874513e-01 +1.490051783977390520e-01 +1.296861905847171703e-01 +1.144208554525868726e-01 +1.020419219024149143e-01 +9.179980394902670371e-02 +8.318886069383643611e-02 +9.881529591972457727e-01 +5.062774786692757489e-01 +3.435033196311904624e-01 +2.602105983698823066e-01 +2.091712317832970236e-01 +1.744606207859676905e-01 +1.491929119047727681e-01 +1.299046731212328554e-01 +1.146619740244125413e-01 +1.022974774261566355e-01 +9.206234817924976999e-02 +8.345212335668454606e-02 +9.999988742341942016e-01 +5.064661763381597126e-01 +3.435261809995809879e-01 +2.602505242737412905e-01 +2.092355302807521189e-01 +1.745508740746201937e-01 +1.493077885791236070e-01 +1.300407083720210855e-01 +1.148144868163365612e-01 +1.024613935904238882e-01 +9.223280535651459666e-02 +8.362484016111777774e-02 +8.846946992861388637e-01 +5.048734820521092459e-01 +3.435111913849431819e-01 +2.602697418548766684e-01 +2.092675117098747872e-01 +1.745963132752637870e-01 +1.493663064498375326e-01 +1.301107738323089291e-01 +1.148938353107023941e-01 +1.025474450093694784e-01 +9.232299702088825333e-02 +8.371684912419373459e-02 +9.881545230865015350e-01 +5.062883879914777951e-01 +3.435348012183637723e-01 +2.602735271443519793e-01 +2.092731455346491520e-01 +1.746043481821167864e-01 +1.493767048916830320e-01 +1.301232823312181985e-01 +1.149080616455153553e-01 +1.025629320788325055e-01 +9.233928362809279422e-02 +8.373351198929829264e-02 +9.999991351640594717e-01 +5.064680653861061144e-01 +3.435316587752533235e-01 +2.602615259469431841e-01 +2.092534412581881775e-01 +1.745762701233914693e-01 +1.493404347100383278e-01 +1.300797291905557429e-01 +1.148586074073867508e-01 +1.025091732100111147e-01 +9.228282125840461814e-02 +8.367580867643684139e-02 +8.846933712643632042e-01 +5.048667675535768451e-01 +3.434919279049850060e-01 +2.602311298955550800e-01 +2.092047754334719067e-01 +1.745075406702644438e-01 +1.492524175806516085e-01 +1.299748989224064621e-01 +1.147404606914564640e-01 +1.023815977068853605e-01 +9.214961178988294310e-02 +8.354035735876287616e-02 +9.881520961633445399e-01 +5.062715066033366407e-01 +3.434862985003708791e-01 +2.601771005070925291e-01 +2.091179179027458090e-01 +1.743867767973946714e-01 +1.491001386113207372e-01 +1.297961479087046399e-01 +1.145416498729395771e-01 +1.021694289801830663e-01 +9.193033397421776498e-02 +8.331934885310762762e-02 +9.999947126538305531e-01 +5.064364771567132495e-01 +3.434419318858284997e-01 +2.600858621291108341e-01 +2.089753897463120791e-01 +1.741931693426300165e-01 +1.488614218261672673e-01 +1.295217094639589672e-01 +1.142420925525570036e-01 +1.018549957926591087e-01 +9.160999987422684121e-02 +8.300043475414442540e-02 +8.846819604292596173e-01 +5.048105156590527720e-01 +3.433366241908911154e-01 +2.599341546623332166e-01 +2.087463958660311092e-01 +1.738916884516276129e-01 +1.485005577847786640e-01 +1.291179348555642481e-01 +1.138118536764651662e-01 +1.014127812606930301e-01 +9.116755065774494182e-02 +8.256666403718965208e-02 +9.881372638566336963e-01 +5.061723469362209293e-01 +3.432178372389737553e-01 +2.596803107752103656e-01 +2.083773167893586686e-01 +1.734249578131858982e-01 +1.479623445209924948e-01 +1.285354629340488553e-01 +1.132090032048648914e-01 +1.008084460031800356e-01 +9.057560025583395735e-02 +8.199662501119808766e-02 +9.999674953247434939e-01 +5.062532234801702113e-01 +3.429646206438653477e-01 +2.592419674132019347e-01 +2.077743538556585945e-01 +1.727002384248322864e-01 +1.471637533819019350e-01 +1.277046395088373421e-01 +1.123775603090635955e-01 +9.999826618179941118e-02 +8.980065550460825108e-02 +8.126501157725991853e-02 +8.846012035771598780e-01 +5.044459702595253114e-01 +3.424485954944759825e-01 +2.584603613055697080e-01 +2.067729951764735730e-01 +1.715700861933875387e-01 +1.459837853267411945e-01 +1.265313005509021149e-01 +1.112465269583060717e-01 +9.892970070926057624e-02 +8.880426169962639393e-02 +8.034387223852620941e-02 +9.880042436422142860e-01 +5.053957514492545267e-01 +3.414681259346014630e-01 +2.570202726744099109e-01 +2.050874135405902354e-01 +1.698075901334135107e-01 +1.442544535898594715e-01 +1.248954933160134895e-01 +1.097317080534798150e-01 +9.754405694494140688e-02 +8.754557414075947452e-02 +7.920477578658899342e-02 +9.996213834676531684e-01 +5.043843389550294321e-01 +3.392789034467457165e-01 +2.542885307609228374e-01 +2.022398430297964456e-01 +1.670853387368771703e-01 +1.417605487589846114e-01 +1.226576500584420915e-01 +1.077425657026458844e-01 +9.578223894126994264e-02 +8.598572229810484691e-02 +7.782198683728212829e-02 +8.828727694011702098e-01 +4.991683522538093443e-01 +3.341541809205916813e-01 +2.490645269882037216e-01 +1.975057442682214837e-01 +1.629855008694750251e-01 +1.382618690277233886e-01 +1.196777849547558809e-01 +1.051959778665275125e-01 +9.359399277458592403e-02 +8.409388994029444453e-02 +7.617645442622278384e-02 +9.814401529762196708e-01 +4.879508508877222206e-01 +3.221308367409141948e-01 +2.394289555315020357e-01 +1.899996542221816798e-01 +1.570888977412787657e-01 +1.335519723647894119e-01 +1.158503623218465201e-01 +1.020364308732294722e-01 +9.094965602551766115e-02 +8.185426711813401091e-02 +7.426001506147668352e-02 +9.121028080903993418e-01 +4.427934952157952520e-01 +2.967970790944535198e-01 +2.234763066742277149e-01 +1.790884022006611620e-01 +1.491699334426229706e-01 +1.275489282940812097e-01 +1.111477829356196795e-01 +9.825772464673465656e-02 +8.785146242139045547e-02 +7.927218218880664746e-02 +7.207884646121093253e-02 +5.112925855069491154e-01 +3.519782048155883358e-01 +2.572084263568931717e-01 +2.014209759797497001e-01 +1.650254799860533805e-01 +1.394099179295000546e-01 +1.203746882914208671e-01 +1.056526289654839690e-01 +9.391708013360393348e-02 +8.434010588084585314e-02 +7.637731550137452641e-02 +6.965510877990720162e-02 +3.067538391949043430e-01 +2.555819889638106246e-01 +2.082103665401053849e-01 +1.726692288868940939e-01 +1.463697850637643016e-01 +1.264143368845415949e-01 +1.108399498090796020e-01 +9.837899954387892276e-02 +8.819901551126069217e-02 +7.973690376522750423e-02 +7.259988378607039328e-02 +6.650602937215620292e-02 +1.914731625599499776e-01 +1.753932380604008301e-01 +1.560621614256881007e-01 +1.377712020286725736e-01 +1.219335709628000808e-01 +1.085867133270597418e-01 +9.737966336946152213e-02 +8.792418471367646760e-02 +7.988595510380065712e-02 +7.299627951223253142e-02 +6.704346732868869674e-02 +6.186111250491726360e-02 +1.222878645348348253e-01 +1.173388121452530047e-01 +1.103700331755887859e-01 +1.025436700324312694e-01 +9.468515275748533300e-02 +8.724456098498814538e-02 +8.041178290639323933e-02 +7.423292635044666243e-02 +6.868516856709891427e-02 +6.371704243774065080e-02 +5.926831078013962417e-02 +5.527919613201993237e-02 +7.918072059281165698e-02 +7.763253226543352647e-02 +7.525646319328507805e-02 +7.229079198664030426e-02 +6.897249242343743425e-02 +6.549965730343534909e-02 +6.201836234669681064e-02 +5.862600850939269498e-02 +5.538157977957750000e-02 +5.231663992124414159e-02 +4.944444121013578941e-02 +4.676661523072225130e-02 +7.466913350165772789e-02 +7.334787935844405693e-02 +7.130352750196250478e-02 +6.872469769842377840e-02 +6.580519822727264045e-02 +6.271361881420395301e-02 +5.958007182127661450e-02 +5.649592669127489336e-02 +5.352010905470312024e-02 +5.068713270139693639e-02 +4.801438173839263357e-02 +4.550781829667363554e-02 +1.127841687784919833e-01 +1.088255502241164407e-01 +1.031245668202458859e-01 +9.655047743574386720e-02 +8.977881174208102166e-02 +8.322470854924421402e-02 +7.709732946621920824e-02 +7.147685530483660621e-02 +6.637291183488466806e-02 +6.176036883284356099e-02 +5.759918080500898985e-02 +5.384477025192400956e-02 +1.706626129050785590e-01 +1.588762881244040470e-01 +1.439183963504919450e-01 +1.289532967248439022e-01 +1.154086936002016450e-01 +1.036256677275901594e-01 +9.350729729520546041e-02 +8.483186863143434009e-02 +7.736887125086258643e-02 +7.091456611175274427e-02 +6.529878066108901757e-02 +6.038237850433274267e-02 +2.597523357841580727e-01 +2.259793636057760569e-01 +1.907981564007502073e-01 +1.617576773245437138e-01 +1.389994002893134017e-01 +1.211212474324991212e-01 +1.068546791261881235e-01 +9.526841938985156077e-02 +8.570360935665077839e-02 +7.769225939413071380e-02 +7.089659623143541867e-02 +6.506814432191797282e-02 +4.002157169820597660e-01 +3.081656563819035743e-01 +2.371827007584576541e-01 +1.901688965013252908e-01 +1.578062827299792914e-01 +1.343500516216884766e-01 +1.166048486511693932e-01 +1.027201790677471221e-01 +9.156423877369938846e-02 +8.240885933345416803e-02 +7.476465124230106951e-02 +6.829033634088395310e-02 +7.449013019853256701e-01 +4.067010907235607542e-01 +2.802901271463922317e-01 +2.140432350743611822e-01 +1.729146430431603987e-01 +1.447594497033593275e-01 +1.242066271281562218e-01 +1.085097052907876419e-01 +9.611497507113885008e-02 +8.607471760640940384e-02 +7.777610822402361568e-02 +7.080407467711476166e-02 +8.589158896730755277e-01 +4.719824976530888061e-01 +3.126053995217021875e-01 +2.329765175206026662e-01 +1.853496422654166420e-01 +1.535585075294748081e-01 +1.307623243406534352e-01 +1.135807746855111294e-01 +1.001507630709884411e-01 +8.935882140651087158e-02 +8.049667379755082175e-02 +7.309102390919859638e-02 +9.856122346994713457e-01 +4.968753491833987068e-01 +3.299162667169538987e-01 +2.452906601676040910e-01 +1.943481963818099456e-01 +1.603550251697154205e-01 +1.360505047295068326e-01 +1.177989970006132481e-01 +1.035852756968440036e-01 +9.220312498776805921e-02 +8.288582125389136468e-02 +7.512197752697434561e-02 +9.993703899495899323e-01 +5.032466550695542384e-01 +3.374484318344749267e-01 +2.522243332197079413e-01 +2.002167708540533442e-01 +1.652126405254416008e-01 +1.400683249725014345e-01 +1.211448923147563084e-01 +1.063971237190699248e-01 +9.458846197460595018e-02 +8.492741599904082839e-02 +7.688363042223993193e-02 +8.843743615969932303e-01 +5.035484674145238593e-01 +3.406039389359296066e-01 +2.558791561945855664e-01 +2.038032583833850608e-01 +1.684937352740688565e-01 +1.429788705664105652e-01 +1.236945196992959295e-01 +1.086222266598237812e-01 +9.653140162241662103e-02 +8.662839231927513262e-02 +7.837802693463392922e-02 +9.880552449885939836e-01 +5.056741078630544450e-01 +3.420365410142202078e-01 +2.577905282095777073e-01 +2.059326188541602543e-01 +1.706353650051579962e-01 +1.450174788148553273e-01 +1.255778542210878312e-01 +1.103341976193474711e-01 +9.807449813634161462e-02 +8.801367106004065466e-02 +7.961979826416099026e-02 +9.999517168604618034e-01 +5.061503033970701226e-01 +3.427082831029239496e-01 +2.588110969126952154e-01 +2.071917959054874192e-01 +1.720110378126647743e-01 +1.464157629915731618e-01 +1.269382388253348648e-01 +1.116224936649359428e-01 +9.927423439879205780e-02 +8.911931491150987261e-02 +8.063216040955928365e-02 +8.846565193130253579e-01 +5.046898805199956373e-01 +3.430223361044780206e-01 +2.593737148215716770e-01 +2.079438937525146247e-01 +1.728915202845464627e-01 +1.473641191103984560e-01 +1.279059999668227532e-01 +1.125754434564450457e-01 +1.001903980679844930e-01 +8.998589242112906006e-02 +8.144273009251040696e-02 +9.881377650124487655e-01 +5.061755699368643002e-01 +3.432262004532340982e-01 +2.596954646940091149e-01 +2.084003482701754506e-01 +1.734568259164931681e-01 +1.480038817526071471e-01 +1.285870765205382460e-01 +1.132704340529444714e-01 +1.008787468129798692e-01 +9.065329432903795892e-02 +8.207993976453352436e-02 +9.999886965808839623e-01 +5.063951375267445876e-01 +3.433312568294872302e-01 +2.598845544417158759e-01 +2.086817496445100006e-01 +1.738213981581230028e-01 +1.484337843646634791e-01 +1.290616550059440482e-01 +1.137701345586177026e-01 +1.013870716677810757e-01 +9.115738952225832525e-02 +8.257042085181272306e-02 +8.846836928871715244e-01 +5.048198777748120758e-01 +3.433658338569159918e-01 +2.599976507946560877e-01 +2.088568303853507724e-01 +1.740563984730076341e-01 +1.487202501822525169e-01 +1.293875380503148875e-01 +1.141224863504709391e-01 +1.017538301049460275e-01 +9.152830683766738362e-02 +8.293737258374253574e-02 +9.881483193571345414e-01 +5.062469189004945580e-01 +3.434226121053505221e-01 +2.600662664344173258e-01 +2.089649801481204827e-01 +1.742055012422848437e-01 +1.489067503713091267e-01 +1.296048021985486409e-01 +1.143624532096875202e-01 +1.020083192005715733e-01 +9.178986858604890053e-02 +8.319972715212092806e-02 +9.999943860986937327e-01 +5.064355690920940845e-01 +3.434452517899629354e-01 +2.601057785338048989e-01 +2.090286828372417693e-01 +1.742950315204320755e-01 +1.490208471623279407e-01 +1.297400592786435436e-01 +1.145142249317907812e-01 +1.021715455182051757e-01 +9.195968764351127034e-02 +8.337185197818290650e-02 +8.846882095570326454e-01 +5.048425431001962727e-01 +3.434301324236257447e-01 +2.601247861835400133e-01 +2.090603603366041618e-01 +1.743400986573346301e-01 +1.490789604722163320e-01 +1.298097183779572950e-01 +1.145931844656279258e-01 +1.022572334964078344e-01 +9.204954212727263496e-02 +8.346354730153303370e-02 +9.881498648076600944e-01 +5.062577005675051867e-01 +3.434537379693843318e-01 +2.601285350159085463e-01 +2.090659401824363217e-01 +1.743480672126195563e-01 +1.490892865194584915e-01 +1.298221539516189738e-01 +1.146073408422747519e-01 +1.022726550880297819e-01 +9.206576790684177503e-02 +8.348015351707289977e-02 +9.999946439015582333e-01 +5.064374356945506861e-01 +3.434506667926880974e-01 +2.601166632997993777e-01 +2.090464242681733253e-01 +1.743202202890669350e-01 +1.490532681944297944e-01 +1.297788542369432696e-01 +1.145581295123568044e-01 +1.022191234248901182e-01 +9.200951649897157192e-02 +8.342264658403104882e-02 +8.846868973426710303e-01 +5.048359079122141102e-01 +3.434110885304665350e-01 +2.600865825635287343e-01 +2.089982153799011810e-01 +1.742520479012098500e-01 +1.489658544563105536e-01 +1.296746281053055561e-01 +1.144405596371752265e-01 +1.020920859254013657e-01 +9.187680543939860667e-02 +8.328765826716645615e-02 +9.881474659515568915e-01 +5.062410131642381961e-01 +3.434057742240020361e-01 +2.600331047444815469e-01 +2.089121455270760708e-01 +1.741322331985607763e-01 +1.488145929193261108e-01 +1.294968871108011510e-01 +1.142427069950363305e-01 +1.018808066725211819e-01 +9.165834864927159542e-02 +8.306740994487980811e-02 +9.999902696706260974e-01 +5.064061913066232323e-01 +3.433618885102297513e-01 +2.599427342221050097e-01 +2.087708374059214500e-01 +1.739400719598062639e-01 +1.485774040380373751e-01 +1.292239480440003641e-01 +1.139445602264333168e-01 +1.015676753038975699e-01 +9.133921099009573163e-02 +8.274959925844564690e-02 +8.846755997196982246e-01 +5.047802162378197677e-01 +3.432572985251152731e-01 +2.597923316745494038e-01 +2.085436392125853133e-01 +1.736406752247996454e-01 +1.482187026732825208e-01 +1.288222670609081300e-01 +1.135162728374394109e-01 +1.011272512277489738e-01 +9.089840049473259243e-02 +8.231733403980999453e-02 +9.881327610572988585e-01 +5.061427166184196969e-01 +3.431396270136806703e-01 +2.595403938040676262e-01 +2.081771097988004138e-01 +1.731768295308175887e-01 +1.476834224941901696e-01 +1.282425943861449369e-01 +1.129160093286278449e-01 +1.005252785513766761e-01 +9.030860629038410525e-02 +8.174927014214429521e-02 +9.999632412017266381e-01 +5.062242472484625999e-01 +3.428880200539820566e-01 +2.591047459376306650e-01 +2.075776347027093738e-01 +1.724559439272029537e-01 +1.468886474527148767e-01 +1.274153670979211173e-01 +1.120878710351321528e-01 +9.971811208007796967e-02 +8.953641078072990811e-02 +8.102017213966643261e-02 +8.845952536887934370e-01 +5.044176353853262462e-01 +3.423742508131781270e-01 +2.583267930571809257e-01 +2.065808193712323493e-01 +1.713306342942630400e-01 +1.457134103416928284e-01 +1.262464534181000908e-01 +1.109609056568521823e-01 +9.865326992713872867e-02 +8.854342591306722798e-02 +8.010215586586942604e-02 +9.880001758154030034e-01 +5.053689344558495167e-01 +3.413968409975652873e-01 +2.568913411778762645e-01 +2.049007453914082344e-01 +1.695738450677657660e-01 +1.439895987900414731e-01 +1.246158298907965589e-01 +1.094509036413713887e-01 +9.727208590972044600e-02 +8.728885627216345644e-02 +7.896684784712015848e-02 +9.996177272716867401e-01 +5.043592379435289930e-01 +3.392113374316068630e-01 +2.541648546739487813e-01 +2.020591305068972499e-01 +1.668576781085282790e-01 +1.415016516302873006e-01 +1.223837262011552157e-01 +1.074672410174523779e-01 +9.551545210625556059e-02 +8.573385872719339884e-02 +7.758855630140205906e-02 +8.828679792335777377e-01 +4.991449742001852208e-01 +3.340903143506011586e-01 +2.489455942853739667e-01 +1.973302699508730496e-01 +1.627633955813146682e-01 +1.380087851257167098e-01 +1.194098393985382200e-01 +1.049266536404096367e-01 +9.333307247686815911e-02 +8.384762464229196521e-02 +7.594825810196198512e-02 +9.814371252873533846e-01 +4.879290916342502449e-01 +3.220687279594637853e-01 +2.393119896972419058e-01 +1.898268691646313733e-01 +1.568706152360940242e-01 +1.333038732176455299e-01 +1.155882911468568280e-01 +1.017734800680313995e-01 +9.069523627246363351e-02 +8.161434068458960078e-02 +7.403780311094021460e-02 +9.120996779734009685e-01 +4.427692618449785011e-01 +2.967306930624163952e-01 +2.233553606349968357e-01 +1.789137803930915815e-01 +1.489526764021071314e-01 +1.273044750711893602e-01 +1.108912643918698177e-01 +9.800144020614526275e-02 +8.760415467330724681e-02 +7.903933251599826182e-02 +7.186337045889086561e-02 +5.112785384804469091e-01 +3.519398852265424593e-01 +2.571268248794656430e-01 +2.012876269136861518e-01 +1.648434942113393142e-01 +1.391905955358613556e-01 +1.201325222610589299e-01 +1.054013941802558335e-01 +9.366780482283883214e-02 +8.410054864400436092e-02 +7.615228593395957646e-02 +6.944711081479178205e-02 +3.067075070171361717e-01 +2.555101521650304242e-01 +2.080986614459519879e-01 +1.725132892890534619e-01 +1.461745351406032456e-01 +1.261904452340010252e-01 +1.105999370803699700e-01 +9.813438251133999035e-02 +8.795887120526857395e-02 +7.950754577650485933e-02 +7.238516377379700106e-02 +6.630787771977678102e-02 +1.913629320979044202e-01 +1.752630471241647947e-01 +1.559038471743254828e-01 +1.375836427151629071e-01 +1.217217493157764230e-01 +1.083590102716515124e-01 +9.714522526682052572e-02 +8.769115264267166032e-02 +7.966062607023781383e-02 +7.278295446512213218e-02 +6.684468398916476595e-02 +6.167802816152400530e-02 +1.221061501702800367e-01 +1.171488897710352139e-01 +1.101693185555987914e-01 +1.023327616290347769e-01 +9.446730162684927046e-02 +8.702446625166365690e-02 +8.019437025457228085e-02 +7.402249713120485908e-02 +6.848498768029789852e-02 +6.352926263309163768e-02 +5.909409337992659050e-02 +5.511891466690652802e-02 +7.898162942362432770e-02 +7.743353425357414610e-02 +7.505818689496464302e-02 +7.209446656709465884e-02 +6.877982269055538112e-02 +6.531255660886421677e-02 +6.183866208175914370e-02 +5.845523488927727856e-02 +5.522083396482142109e-02 +5.216657297749444783e-02 +4.930529440674722569e-02 +4.663829420188286834e-02 +7.430345884533025302e-02 +7.298425893643818718e-02 +7.094393465421437728e-02 +6.837170230342612398e-02 +6.546176321389138297e-02 +6.238274189600947345e-02 +5.926442305829751622e-02 +5.619759015808739600e-02 +5.324046550953891177e-02 +5.042686504189342056e-02 +4.777356101021848489e-02 +4.528602789985600174e-02 +1.124082168515685431e-01 +1.084400392920942952e-01 +1.027274022243184065e-01 +9.614403864654866294e-02 +8.936895068043188006e-02 +8.281888831219631764e-02 +7.670287431008160350e-02 +7.109982346653957730e-02 +6.601762808021700846e-02 +6.142942658192263733e-02 +5.729369561185553017e-02 +5.356472224242818381e-02 +1.703909890521301540e-01 +1.585727413133043717e-01 +1.435719773797956567e-01 +1.285650471600061351e-01 +1.149890668551868667e-01 +1.031895211484850639e-01 +9.306956374133235066e-02 +8.440501767502599229e-02 +7.696197201559072665e-02 +7.053336666451016923e-02 +6.494627065998091753e-02 +6.005948433804710745e-02 +2.596092452143155538e-01 +2.257867707799053048e-01 +1.905336409225046601e-01 +1.614185190794959479e-01 +1.385991398274693809e-01 +1.206814857132142149e-01 +1.063978748888389364e-01 +9.481359323088420221e-02 +8.526474362499965320e-02 +7.727840169333240194e-02 +7.051273885794483165e-02 +6.471628902221263080e-02 +4.001575041497014151e-01 +3.080539783793366237e-01 +2.369837407962320786e-01 +1.898735806983211372e-01 +1.574278614754525685e-01 +1.339141059032743775e-01 +1.161392938940625091e-01 +1.022490667829295402e-01 +9.110539570085596228e-02 +8.197393530535189432e-02 +7.436023257921887952e-02 +6.791929957659258166e-02 +7.448893292490060825e-01 +4.066371769457818308e-01 +2.801334110012345113e-01 +2.137778082279851721e-01 +1.725515438548186620e-01 +1.443260950576920332e-01 +1.237344682100835619e-01 +1.080263367430008559e-01 +9.564103407931644207e-02 +8.562379946528975161e-02 +7.735601200312648695e-02 +7.041835497455911641e-02 +8.589061076818703677e-01 +4.719315464486792400e-01 +3.124657548294569875e-01 +2.327245050697103745e-01 +1.849924176592192826e-01 +1.531232073304158448e-01 +1.302820841227800563e-01 +1.130853926720262886e-01 +9.966282235633096287e-02 +8.889334892926235854e-02 +8.006239791726577071e-02 +7.269203433483913124e-02 +9.856045663076189456e-01 +4.968237516222873684e-01 +3.297764658757578737e-01 +2.450378363556730832e-01 +1.939874742142379538e-01 +1.599127380242542640e-01 +1.355602165780771251e-01 +1.172915214509571841e-01 +1.030842687927939066e-01 +9.172448402800918721e-02 +8.243887578428200913e-02 +7.471117749062682056e-02 +9.993620902315660803e-01 +5.031906512356220107e-01 +3.373012474754814582e-01 +2.519627489115539576e-01 +1.998463884196819973e-01 +1.647597505317968114e-01 +1.395665758917124244e-01 +1.206254242240396152e-01 +1.058840286820456750e-01 +9.409804516430519961e-02 +8.446931556968609311e-02 +7.646249101136005921e-02 +8.843613578545704845e-01 +5.034877312604981725e-01 +3.404483027125964067e-01 +2.556065204087539233e-01 +2.034209143954240906e-01 +1.680288346847176040e-01 +1.424653573583556099e-01 +1.231636531059445844e-01 +1.080982063928408315e-01 +9.603064842197331363e-02 +8.616064519262096877e-02 +7.794799822350124974e-02 +9.880454008139573086e-01 +5.056107214078897627e-01 +3.418738378597490080e-01 +2.575077408425041070e-01 +2.055388058042637855e-01 +1.701589505832537264e-01 +1.444929878152987346e-01 +1.250367140373244979e-01 +1.098006216502423610e-01 +9.756488960515634357e-02 +8.753775487401381505e-02 +7.918227595486537762e-02 +9.999418822149551689e-01 +5.060847715356946441e-01 +3.425402875029724958e-01 +2.585202162950371307e-01 +2.067883757820287993e-01 +1.715247294499103459e-01 +1.458818011641677126e-01 +1.263883177663856494e-01 +1.110808611337088109e-01 +9.875724698882017150e-02 +8.863664023390138702e-02 +8.018845295219394209e-02 +8.846419975041657224e-01 +5.046222249216784084e-01 +3.428505929613709924e-01 +2.590768671663625788e-01 +2.075330622421371618e-01 +1.723973286923658754e-01 +1.468224805962483337e-01 +1.273489270723213163e-01 +1.120272638060066245e-01 +9.966743930082266889e-02 +8.949776332937681156e-02 +8.099403032830794491e-02 +9.881271974007737047e-01 +5.061075076176740906e-01 +3.430519832347921905e-01 +2.593944236778365497e-01 +2.079840980204117340e-01 +1.729566834178010715e-01 +1.474563206822850359e-01 +1.280244199121436111e-01 +1.127171183503894170e-01 +1.003510975487155316e-01 +9.016087677747620932e-02 +8.162730560081671305e-02 +9.999784099567323725e-01 +5.063265215499684890e-01 +3.431553874228027157e-01 +2.595806545275611277e-01 +2.082616843152781672e-01 +1.733169439404368684e-01 +1.478818366124226014e-01 +1.284948018588049357e-01 +1.132129260064084902e-01 +1.008558504094027586e-01 +9.066169466152927681e-02 +8.211476780419167676e-02 +8.846687548556586567e-01 +5.047502055225979722e-01 +3.431888517375567549e-01 +2.596918497821534833e-01 +2.084341631576401288e-01 +1.735489314474112366e-01 +1.481651755000964188e-01 +1.288176495560122425e-01 +1.135624346588129940e-01 +1.012199833767268436e-01 +9.103019121537780922e-02 +8.247947853848665301e-02 +9.881375631253037639e-01 +5.061775804159083236e-01 +3.432449854299919334e-01 +2.597592447896803214e-01 +2.085406053691824246e-01 +1.736960182392642271e-01 +1.483495482715458114e-01 +1.290328218057251175e-01 +1.138004238840107929e-01 +1.014726342017953642e-01 +9.129004908753665659e-02 +8.274024766398611896e-02 +9.999839870430952127e-01 +5.063661588026214799e-01 +3.432672258630290463e-01 +2.597980205513783503e-01 +2.086032636832595988e-01 +1.737842977736219485e-01 +1.484623084434427975e-01 +1.291667512010694907e-01 +1.139509308570350599e-01 +1.016346782072617694e-01 +9.145876715037026816e-02 +8.291134340970512939e-02 +8.846731765920069490e-01 +5.047723987748208296e-01 +3.432518664734485192e-01 +2.598166562293275361e-01 +2.086344108345389303e-01 +1.738287240078972840e-01 +1.485197312381859869e-01 +1.292357197882159081e-01 +1.140292291984319056e-01 +1.017197456290730440e-01 +9.154804183365873593e-02 +8.300249506516904630e-02 +9.881390749096499171e-01 +5.061881299845581994e-01 +3.432754707295813668e-01 +2.598203408533317216e-01 +2.086398966738393090e-01 +1.738365784734283437e-01 +1.485299339356859483e-01 +1.292480316565762233e-01 +1.140432668547960021e-01 +1.017350556006182405e-01 +9.156416316867808936e-02 +8.301900320444458026e-02 +9.999842391527408170e-01 +5.063679847049948890e-01 +3.432725281061455025e-01 +2.598086981485691616e-01 +2.086207090559241140e-01 +1.738091292516119601e-01 +1.484943450216233141e-01 +1.292051621180398124e-01 +1.139944680103931185e-01 +1.016819114926856976e-01 +9.150827419500899562e-02 +8.296183641965110267e-02 +8.846718931839719913e-01 +5.047659075401774720e-01 +3.432332173925918828e-01 +2.597791768283142511e-01 +2.085732992188642776e-01 +1.737419183995554395e-01 +1.484079632032551388e-01 +1.291019645708859631e-01 +1.138778805771101660e-01 +1.015557942707555894e-01 +9.137642157405509447e-02 +8.282765178315500132e-02 +9.881367274679978552e-01 +5.061717963716221291e-01 +3.432284802794492995e-01 +2.597266846542555796e-01 +2.084886150959834039e-01 +1.736237512546742467e-01 +1.482584511068786581e-01 +1.289259523400767549e-01 +1.136816682977109944e-01 +1.013460439365781035e-01 +9.115938507519824596e-02 +8.260872786495075670e-02 +9.999799541858976903e-01 +5.063373729072776497e-01 +3.431854764680198899e-01 +2.596378797944314254e-01 +2.083494721947554973e-01 +1.734341207425000586e-01 +1.480239097596832698e-01 +1.286555989509483855e-01 +1.133859539057583549e-01 +1.010351654845703523e-01 +9.084232963148342055e-02 +8.229284927299250485e-02 +8.846608077660185199e-01 +5.047112599761908180e-01 +3.430822150845164731e-01 +2.594898621585776111e-01 +2.081254982189954805e-01 +1.731384101638674955e-01 +1.476689937629571403e-01 +1.282575635460802277e-01 +1.129610629424783602e-01 +1.005978664980892029e-01 +9.040439246056311551e-02 +8.186323655697050339e-02 +9.881222660155175586e-01 +5.060751372605476472e-01 +3.429666626641680871e-01 +2.592414671386172320e-01 +2.077636150330672282e-01 +1.726797358234890278e-01 +1.471389122697509821e-01 +1.276828237403596911e-01 +1.123653527853317735e-01 +1.000000597383277345e-01 +8.981841217173358594e-02 +8.129867746896600467e-02 +9.999532955825909397e-01 +5.061579707252025218e-01 +3.427181808659303108e-01 +2.588109341929981655e-01 +2.071706123519921616e-01 +1.719658363449243221e-01 +1.463510056253493063e-01 +1.268620259964253760e-01 +1.115431092447093098e-01 +9.919826982121365821e-02 +8.905112791331901145e-02 +8.057407827987600468e-02 +8.845812911394186351e-01 +5.043526007715709580e-01 +3.422089140998720858e-01 +2.580400875381695380e-01 +2.061824148210664731e-01 +1.708495294449216551e-01 +1.451844444933136358e-01 +1.257011636335109428e-01 +1.104235152492501482e-01 +9.814016079251337843e-02 +8.806429934522000402e-02 +7.966169465998869381e-02 +9.879905915668615313e-01 +5.053071600798451080e-01 +3.412378236017097888e-01 +2.566139214889009423e-01 +2.045130672076580780e-01 +1.691036152493798073e-01 +1.434709946938106662e-01 +1.240801737844264424e-01 +1.089224035118264711e-01 +9.676716339683555379e-02 +8.681725328898735883e-02 +7.853327878331053946e-02 +9.996090854506418655e-01 +5.043012566625303394e-01 +3.390602889224025307e-01 +2.538983325055172435e-01 +2.016834486572094687e-01 +1.663994279320576142e-01 +1.409945751097126665e-01 +1.218590214991413373e-01 +1.069490725109608908e-01 +9.502020262962733443e-02 +8.527123173657376320e-02 +7.716323972848609936e-02 +8.828566528454522278e-01 +4.990909665776592785e-01 +3.339475665588981235e-01 +2.486894202113671126e-01 +1.969657207151289668e-01 +1.623166559621031235e-01 +1.375134537961243408e-01 +1.188969292866310090e-01 +1.044200769483881464e-01 +9.284895770630932632e-02 +8.339547200356918488e-02 +7.553262379575004237e-02 +9.814300025805574590e-01 +4.878790664345942774e-01 +3.219305230769503035e-01 +2.390610302791932595e-01 +1.894690835415531183e-01 +1.564327432664675277e-01 +1.328193418454035324e-01 +1.150874764770064007e-01 +1.012795458718032671e-01 +9.022366743576472337e-02 +8.117417620519142007e-02 +7.363331676818521410e-02 +9.120924090082186408e-01 +4.427142040818817792e-01 +2.965844716755223209e-01 +2.230980309674472362e-01 +1.785545878638704898e-01 +1.485190920452095498e-01 +1.268289189316922638e-01 +1.104024915895779890e-01 +9.752107827182752986e-02 +8.714651348838506340e-02 +7.861266910419563436e-02 +7.147150081617445472e-02 +5.112466174938835595e-01 +3.518545058102868772e-01 +2.569500258426127282e-01 +2.010076340569494635e-01 +1.644729616818310092e-01 +1.387562492486008603e-01 +1.196641000005327776e-01 +1.049246946259126539e-01 +9.320201299881412937e-02 +8.365824354692356912e-02 +7.574062836723870207e-02 +6.906929639762936224e-02 +3.066057251507371961e-01 +2.553548785118737174e-01 +2.078627453541673220e-01 +1.721924911455920137e-01 +1.457832128795643611e-01 +1.257522654757194935e-01 +1.101397160429844896e-01 +9.767319071911925721e-02 +8.751221676517620396e-02 +7.908549404240201863e-02 +7.199332421602223919e-02 +6.594858762861016688e-02 +1.911324281202998743e-01 +1.749938871631949722e-01 +1.555819151005800594e-01 +1.372094572875459662e-01 +1.213072654934009009e-01 +1.079214119238645908e-01 +9.670175674875405858e-02 +8.725617736281365833e-02 +7.924458483166869904e-02 +7.239249610226988763e-02 +6.648333523947780321e-02 +6.134699790400436475e-02 +1.217474390792416122e-01 +1.167763764355691514e-01 +1.097793714235820173e-01 +1.019276145172670206e-01 +9.405372784117671525e-02 +8.661134042217845386e-02 +7.979043928802388719e-02 +7.363499566773563931e-02 +6.811909423757027404e-02 +6.318812591178853133e-02 +5.877914879632525208e-02 +5.483029434350212422e-02 +7.860860016196968836e-02 +7.706166650679346919e-02 +7.468915973739108372e-02 +7.173087531002678152e-02 +6.842491708940402761e-02 +6.496976222091671582e-02 +6.151109671825960579e-02 +5.814536661532448275e-02 +5.493032533032297243e-02 +5.189628255304583326e-02 +4.905537806683245988e-02 +4.640835154008433189e-02 +7.374276213575546579e-02 +7.242861848393890301e-02 +7.039730913165059834e-02 +6.783853756984049854e-02 +6.494665104225538776e-02 +6.188993607315854822e-02 +5.879741089650005609e-02 +5.575883921415063921e-02 +5.283136453137608768e-02 +5.004781327762217180e-02 +4.742414077673900302e-02 +4.496520476062808302e-02 +1.117879490780677165e-01 +1.078095685853664581e-01 +1.020862676453144491e-01 +9.549794076027257050e-02 +8.872775236785640507e-02 +8.219366029539024177e-02 +7.610350249546131429e-02 +7.053374654481212036e-02 +6.548954336749325533e-02 +6.094157054235178200e-02 +5.684636251852102917e-02 +5.315681416941214071e-02 +1.699024616967134971e-01 +1.580357857628826856e-01 +1.429736600040331096e-01 +1.279125461230229410e-01 +1.143028843968001140e-01 +1.024941132466895971e-01 +9.238682051511604154e-02 +8.375141807471063460e-02 +7.634822756676461208e-02 +6.996526761542999628e-02 +6.442589614262207720e-02 +5.958635547545453048e-02 +2.593305421237745989e-01 +2.254209181529847339e-01 +1.900485798854550101e-01 +1.608205349160917175e-01 +1.379199576609753675e-01 +1.199605080055013845e-01 +1.056705285940349320e-01 +9.410652886364963277e-02 +8.459542193067756677e-02 +7.665664332931410030e-02 +6.994275447059505879e-02 +6.419851362521976357e-02 +4.000371189638040059e-01 +3.078303038363397470e-01 +2.366026060358368266e-01 +1.893347664665845365e-01 +1.567689022763433804e-01 +1.331855845704564278e-01 +1.153876061361144845e-01 +1.015092517873003863e-01 +9.040048325261058892e-02 +8.131707485115888256e-02 +7.375742069193487460e-02 +6.737178206811621217e-02 +7.448634965112305162e-01 +4.065042953574096729e-01 +2.798238527100769812e-01 +2.132818174381516385e-01 +1.719077930822322520e-01 +1.435922445594906005e-01 +1.229647245084301566e-01 +1.072619480486636384e-01 +9.490923152332150781e-02 +8.494027905795177580e-02 +7.672815811135084985e-02 +6.984806069556738495e-02 +8.588844153487716904e-01 +4.718229915663599283e-01 +3.121842252436222154e-01 +2.322458809995766038e-01 +1.843511512832723132e-01 +1.523791395559406792e-01 +1.294937159536176385e-01 +1.122979866701396129e-01 +9.890655831259929920e-02 +8.818580419583663121e-02 +7.941201926573920877e-02 +7.210122331059758138e-02 +9.855873538921169352e-01 +4.967125720232042352e-01 +3.294917978230141875e-01 +2.445536269452685540e-01 +1.933355107144974494e-01 +1.591526546973037748e-01 +1.347519880916579760e-01 +1.164823021750529403e-01 +1.023058492567298777e-01 +9.099556438560003901e-02 +8.176857267715602340e-02 +7.410222076822685355e-02 +9.993434404997142417e-01 +5.030697985640320002e-01 +3.370009757217231061e-01 +2.514606885422445148e-01 +1.991755162387268685e-01 +1.639798722043978585e-01 +1.387379745101458839e-01 +1.197958181275319139e-01 +1.050858168826841049e-01 +9.335041848315048241e-02 +8.378170820771679850e-02 +7.583778915365990692e-02 +8.843322730271573340e-01 +5.033571713547266846e-01 +3.401316753052677777e-01 +2.550841638548587698e-01 +2.027290062194719578e-01 +1.672285339301267104e-01 +1.416172947495649981e-01 +1.223156386740960611e-01 +1.072827255146839437e-01 +9.526698798049312855e-02 +8.545831154047328626e-02 +7.730990519987923637e-02 +9.880235235450336440e-01 +5.054752352383450331e-01 +3.415443621708205701e-01 +2.569678256249452453e-01 +2.048278990653298604e-01 +1.693401720147818812e-01 +1.436276812652924340e-01 +1.241728008027743330e-01 +1.089705242791792622e-01 +9.678782011508570149e-02 +8.682316337517044513e-02 +7.853302971680262146e-02 +9.999201558846601001e-01 +5.059454619732501879e-01 +3.422016888475392093e-01 +2.579669575701021844e-01 +2.060622492051223664e-01 +1.706907342759975965e-01 +1.450021990795074545e-01 +1.255112881335369579e-01 +1.102387978933315194e-01 +9.796925951578053238e-02 +8.791208208884636333e-02 +7.953011662647099800e-02 +8.846100671268696258e-01 +5.044790375006419358e-01 +3.425058130602203765e-01 +2.585141604662757331e-01 +2.067956140349493932e-01 +1.715516142075407258e-01 +1.459316570179069461e-01 +1.264615257284038841e-01 +1.111757252939064022e-01 +9.887080372960828367e-02 +8.876529574709582371e-02 +8.032844928166950338e-02 +9.881040424957112656e-01 +5.059639367701813661e-01 +3.427033010411372760e-01 +2.588252992633428562e-01 +2.072386181879114220e-01 +1.721023654668132064e-01 +1.465570654183984411e-01 +1.271291198805058476e-01 +1.118583125549477142e-01 +9.954779939346969364e-02 +8.942228782169935053e-02 +8.095608438360796244e-02 +9.999559250002416633e-01 +5.061821207863674843e-01 +3.428041726334868367e-01 +2.590072737333930508e-01 +2.075106879690688522e-01 +1.724565335687924805e-01 +1.469764711577655203e-01 +1.275936881798260258e-01 +1.123487180344830833e-01 +1.000475649970052477e-01 +8.991849447853916821e-02 +8.143926793014098775e-02 +8.846361542735544647e-01 +5.046038128180184712e-01 +3.428359519668311983e-01 +2.591156991828955647e-01 +2.076794783748969198e-01 +1.726843422439862663e-01 +1.472555316923666868e-01 +1.279124031538947104e-01 +1.126943455523116422e-01 +1.004080863884771746e-01 +9.028362797706462883e-02 +8.180083487528135022e-02 +9.881141139328373235e-01 +5.060320401868998452e-01 +3.428911563632822124e-01 +2.591813461091418969e-01 +2.077835367825532353e-01 +1.728286731608851268e-01 +1.474370346390604380e-01 +1.281247666373823979e-01 +1.129296711168457090e-01 +1.006582395118632151e-01 +9.054114391007296592e-02 +8.205939918554572277e-02 +9.999613307705179643e-01 +5.062205590684980550e-01 +3.429128199522549769e-01 +2.592190795132273684e-01 +2.078447531620764843e-01 +1.729152610346520458e-01 +1.475480106402078939e-01 +1.282569319453085166e-01 +1.130784918996638189e-01 +1.008186922498751359e-01 +9.070836119619270221e-02 +8.222907356804068368e-02 +8.846404337704573129e-01 +5.046253045123563208e-01 +3.428970935921202834e-01 +2.592371917716955743e-01 +2.078751731540738057e-01 +1.729588263053082053e-01 +1.476045179428608634e-01 +1.283249892798197234e-01 +1.131559145980765707e-01 +1.009029296804817843e-01 +9.079684989271318007e-02 +8.231947772146810949e-02 +9.881155757635937675e-01 +5.060422480636489473e-01 +3.429207151933998943e-01 +2.592407870576254880e-01 +2.078805304967096534e-01 +1.729665279476239326e-01 +1.476145575737779769e-01 +1.283371383722007320e-01 +1.131697954794824018e-01 +1.009180907632491880e-01 +9.081282997826427283e-02 +8.233585127911551005e-02 +9.999615744673285844e-01 +5.062223252867393830e-01 +3.429179596967160681e-01 +2.592294656460117919e-01 +2.078617921785129719e-01 +1.729396120306596896e-01 +1.475795369588678296e-01 +1.282948355034154442e-01 +1.131215419353218815e-01 +1.008654641432502469e-01 +9.075743160195433312e-02 +8.227915160200000022e-02 +8.846391929810658583e-01 +5.046190246715502870e-01 +3.428790142542177954e-01 +2.592007325568280174e-01 +2.078154815379948395e-01 +1.728736970827163266e-01 +1.474945277374431485e-01 +1.281929998107687874e-01 +1.130062597867342866e-01 +1.007405815127733334e-01 +9.062674579799510910e-02 +8.214607440002591465e-02 +9.881133049755502773e-01 +5.060264376514926887e-01 +3.428751383116008244e-01 +2.591496446772808548e-01 +2.077327213661722960e-01 +1.727577703347206450e-01 +1.473473633608142486e-01 +1.280192968397401432e-01 +1.128122458680436008e-01 +1.005328989317910288e-01 +9.041165355306904350e-02 +8.192898615479152213e-02 +9.999574243977032983e-01 +5.061926609799701771e-01 +3.428334451311545461e-01 +2.590631020587635946e-01 +2.075966251354427750e-01 +1.725716254333398703e-01 +1.471164197943855834e-01 +1.277524404544662096e-01 +1.125198306331534753e-01 +1.002251013959099823e-01 +9.009747617255917107e-02 +8.161580681503646795e-02 +8.846284347165048745e-01 +5.045659709036752760e-01 +3.427321794043248215e-01 +2.589185974049595940e-01 +2.073772691890020947e-01 +1.722810774069486184e-01 +1.467667317422671758e-01 +1.273594140486913329e-01 +1.120996164830169867e-01 +9.979213528577023096e-02 +8.966355785945087642e-02 +8.118993557935232086e-02 +9.880992296468791292e-01 +5.059323443769089268e-01 +3.426199465554289336e-01 +2.586755543976256289e-01 +2.070221920506793156e-01 +1.718297985869824684e-01 +1.462439751781341168e-01 +1.267915837640223864e-01 +1.115102906063557137e-01 +9.920019869620078090e-02 +8.908298541989502495e-02 +8.063037449619192554e-02 +9.999313744862916575e-01 +5.060173797714982991e-01 +3.423765157557598915e-01 +2.582529910277296947e-01 +2.064389363415216616e-01 +1.711261484394171473e-01 +1.454659837104634867e-01 +1.259800015882987234e-01 +1.106964886482269678e-01 +9.840612574974354210e-02 +8.832277151874062815e-02 +7.991226757537564507e-02 +8.845503473803468797e-01 +5.042139449608462609e-01 +3.418748313670483818e-01 +2.574936388451760649e-01 +2.054641581686836582e-01 +1.700234657161391327e-01 +1.443123202324362864e-01 +1.248309992244480970e-01 +1.095877113114883394e-01 +9.735788131543901547e-02 +8.734495220475911592e-02 +7.900811481279441939e-02 +9.879692160605605400e-01 +5.051746984296120457e-01 +3.409149601878239122e-01 +2.560831754879329680e-01 +2.038122038417539139e-01 +1.682946502679622258e-01 +1.426148388375954312e-01 +1.232246705919709390e-01 +1.081000133500634314e-01 +9.599714991594462954e-02 +8.610910723146077139e-02 +7.788989911555767309e-02 +9.995896993958433008e-01 +5.041763024777610180e-01 +3.387524027486574218e-01 +2.533870239300706206e-01 +2.010030639315808498e-01 +1.656102567488176303e-01 +1.401570149950481792e-01 +1.210208509731850873e-01 +1.061427674666363397e-01 +9.426503112329007172e-02 +8.457668346069417697e-02 +7.653222596853166693e-02 +8.828311902482446349e-01 +4.989744057683563883e-01 +3.336564167955166638e-01 +2.481980088607170232e-01 +1.963058785498030534e-01 +1.615479467454684348e-01 +1.366960417033975250e-01 +1.180783299269507619e-01 +1.036324497761372948e-01 +9.211128868494078414e-02 +8.271705876285197212e-02 +7.491628577900397157e-02 +9.814140942811648838e-01 +4.877717829202006805e-01 +3.216503085882748691e-01 +2.385821700813603730e-01 +1.888244167653438665e-01 +1.556821165340252222e-01 +1.320221729574911629e-01 +1.142901039076925779e-01 +1.005130268718890246e-01 +8.950617512676607712e-02 +8.051450717447811156e-02 +7.303404316932676776e-02 +9.120764988327716427e-01 +4.425982686310780956e-01 +2.962925817306242826e-01 +2.226131607874878848e-01 +1.779137248691580186e-01 +1.477813847373787015e-01 +1.260509407513182578e-01 +1.096275878605998400e-01 +9.677797909735560977e-02 +8.645185516021458572e-02 +7.797436102992630347e-02 +7.089168572939714974e-02 +5.111792227128990618e-01 +3.516803614542015066e-01 +2.566062511675107904e-01 +2.004908124497248034e-01 +1.638220897911533414e-01 +1.380257342737650217e-01 +1.189042528693784045e-01 +1.041735824673500760e-01 +9.248468481137381292e-02 +8.298906114894200048e-02 +7.512624426913967757e-02 +6.851126024443900120e-02 +3.064026770802612543e-01 +2.550536169114401286e-01 +2.074225123306959184e-01 +1.716190846572030748e-01 +1.451122904587281714e-01 +1.250283691313943957e-01 +1.094028372389959647e-01 +9.695333651646836914e-02 +8.682903382894016642e-02 +7.845009436990511842e-02 +7.141060447934372002e-02 +6.541929010446871640e-02 +1.907083027709060019e-01 +1.745079491837755736e-01 +1.550162640445361950e-01 +1.365718833274350563e-01 +1.206222507264071431e-01 +1.072180793686898920e-01 +9.600595104224016185e-02 +8.658723075087135235e-02 +7.861505356341680351e-02 +7.180925071779262203e-02 +6.594901420748935927e-02 +6.086135245647429637e-02 +1.211454233427797095e-01 +1.161575929780733485e-01 +1.091413438971890748e-01 +1.012763481025279882e-01 +9.340093518979830645e-02 +8.597043548041288785e-02 +7.917341851112541518e-02 +7.305088064898339340e-02 +6.757362188586386875e-02 +6.268413156229585281e-02 +5.831721082722870347e-02 +5.440939337026116235e-02 +7.803121767054370383e-02 +7.648840937540046792e-02 +7.412376684370393376e-02 +7.117797648194804094e-02 +6.788958710601081248e-02 +6.445686136913424125e-02 +6.102468505388582154e-02 +5.768835698858151145e-02 +5.450439431400510432e-02 +5.150197178285071536e-02 +4.869229796026668111e-02 +4.607541612796721420e-02 +7.295095219143567233e-02 +7.164742040514809895e-02 +6.963393969293209251e-02 +6.710006715970713576e-02 +6.423951115893364316e-02 +6.121940451581221743e-02 +5.816726827961123808e-02 +5.517127356811549199e-02 +5.228709019824299281e-02 +4.954631966886748756e-02 +4.696398830963494780e-02 +4.454431061851004542e-02 +1.108228570847235028e-01 +1.068403949775538209e-01 +1.011179793383636671e-01 +9.454203890258737475e-02 +8.779888751249545487e-02 +8.130574942354389101e-02 +7.526724617328946210e-02 +6.975582937865945632e-02 +6.477294498178182147e-02 +6.028635327095197699e-02 +5.625053210025247885e-02 +5.261706707073631611e-02 +1.690455552513324966e-01 +1.571165921340010041e-01 +1.419839668848783543e-01 +1.268736033047540013e-01 +1.132501844442914130e-01 +1.014623332271847173e-01 +9.140232333599977721e-02 +8.283086350762840222e-02 +7.550004952468745978e-02 +6.919190203320167709e-02 +6.372582276770477616e-02 +5.895567518360089743e-02 +2.587814968062477350e-01 +2.247275441797726148e-01 +1.891766130411786373e-01 +1.598047776003427567e-01 +1.368260643634338636e-01 +1.188517339054390443e-01 +1.045939189567896277e-01 +9.309158363653594059e-02 +8.365761861622711404e-02 +7.580173694520325745e-02 +6.917035521718528646e-02 +6.350466165796957163e-02 +3.997772956565237013e-01 +3.073718037124751890e-01 +2.358733562782873716e-01 +1.883754109774845031e-01 +1.556704210731904570e-01 +1.320371149845999126e-01 +1.142550818672896373e-01 +1.004337641139116249e-01 +8.940381293891309922e-02 +8.040799216786238823e-02 +7.293667684048328603e-02 +6.663555974533703907e-02 +7.448039441933245186e-01 +4.062161684848059617e-01 +2.792048204147544732e-01 +2.123691512957577854e-01 +1.708087447216506682e-01 +1.424154319877040664e-01 +1.217907579531443824e-01 +1.061409948137038983e-01 +9.386803297234529164e-02 +8.399000616083841797e-02 +7.587050358332235456e-02 +6.907936865264921455e-02 +8.588323520875192907e-01 +4.715792265468065625e-01 +3.116051586971024800e-01 +2.313459759782778014e-01 +1.832386323600164457e-01 +1.511717904737456541e-01 +1.282809306572009200e-01 +1.111359720791171429e-01 +9.782556740478728918e-02 +8.719877670921431789e-02 +7.852135789974118429e-02 +7.130338907182423580e-02 +9.855454365322101618e-01 +4.964594744703207940e-01 +3.288991474463862641e-01 +2.436339352503557876e-01 +1.921951270045737792e-01 +1.579113258870546987e-01 +1.335023974787043211e-01 +1.152834751637900473e-01 +1.011898919164460481e-01 +8.997641559346804263e-02 +8.084903751627334212e-02 +7.327879506363541018e-02 +9.992981072811668586e-01 +5.027948656551423090e-01 +3.363754405550697935e-01 +2.505055928732995985e-01 +1.979996852315914213e-01 +1.627035306259350389e-01 +1.374543521024511328e-01 +1.185646422955720508e-01 +1.039397848173798655e-01 +9.230382451943902611e-02 +8.283748345450596406e-02 +7.499238400609846422e-02 +8.842621690486219821e-01 +5.030622300516695011e-01 +3.394753993401354863e-01 +2.540936365747217818e-01 +2.015184397858748311e-01 +1.659197891706503669e-01 +1.403037496465611711e-01 +1.210569292198249297e-01 +1.061115000990613538e-01 +9.419751367353254579e-02 +8.449346650340512632e-02 +7.644604349147608724e-02 +9.879712761414681799e-01 +5.051716396518234342e-01 +3.408659231581111504e-01 +2.559490102576446602e-01 +2.035883455034459000e-01 +1.680042296858954287e-01 +1.422893093607721093e-01 +1.228915387903091044e-01 +1.077788143935230897e-01 +9.569976156212216256e-02 +8.584150650894120660e-02 +7.765401732385958378e-02 +9.998686548107065253e-01 +5.056354382684085103e-01 +3.415085938676166166e-01 +2.569279791002799795e-01 +2.048008283681047315e-01 +1.693336461549692085e-01 +1.436443132426309388e-01 +1.242122627798658147e-01 +1.090309386317340340e-01 +9.686650232522567294e-02 +8.691704674058148283e-02 +7.863894627423242967e-02 +8.845347790408882860e-01 +5.041620047243050573e-01 +3.418033292639857668e-01 +2.574616450236865695e-01 +2.055187027366082997e-01 +1.701789803391811073e-01 +1.445591148953366545e-01 +1.251490074779071371e-01 +1.099555110958648496e-01 +9.775672331390891645e-02 +8.775986815443752309e-02 +7.942774165663336883e-02 +9.880496487822484353e-01 +5.056471894400128564e-01 +3.419952420066526555e-01 +2.577639861652504250e-01 +2.059511522815995199e-01 +1.707187493903914166e-01 +1.451739113947841386e-01 +1.258066773746564226e-01 +1.106289116369957443e-01 +9.842521921173211230e-02 +8.840898142800374115e-02 +8.004806700939187669e-02 +9.999032321571732496e-01 +5.058643016059570785e-01 +3.420926158862038768e-01 +2.579403293556311594e-01 +2.062162085001308931e-01 +1.710653845638358539e-01 +1.455858633267883562e-01 +1.262641570762674526e-01 +1.111126734133685290e-01 +9.891877157611574101e-02 +8.889936639062133439e-02 +8.052578738310466056e-02 +8.845598681931799989e-01 +5.042821042767339224e-01 +3.421220814561844459e-01 +2.580451903787354673e-01 +2.063804329057007669e-01 +1.712881596901212611e-01 +1.458598388941026724e-01 +1.265779600799321059e-01 +1.114536407315747241e-01 +9.927488752035550090e-02 +8.926032749388479459e-02 +8.088339466322889970e-02 +9.880592988889013162e-01 +5.057125242229962847e-01 +3.421761165440216912e-01 +2.581086380535982383e-01 +2.064816012254271915e-01 +1.714292394597059788e-01 +1.460380022029583169e-01 +1.267870547332482778e-01 +1.116858314782551848e-01 +9.952204812241902121e-02 +8.951498123587321720e-02 +8.113921469423537869e-02 +9.999083997269407886e-01 +5.059010999401087894e-01 +3.421970424014573742e-01 +2.581450794910621349e-01 +2.065410958802512131e-01 +1.715138624395592670e-01 +1.461469349337144452e-01 +1.269171999733030298e-01 +1.118326985568038057e-01 +9.968062106618748308e-02 +8.968038605796797846e-02 +8.130713653815800634e-02 +8.845639540271519330e-01 +5.043026546916361541e-01 +3.421807891517160138e-01 +2.581625474003163556e-01 +2.065706559819436294e-01 +1.715564377005641128e-01 +1.462024047430052487e-01 +1.269842249492459385e-01 +1.119091172062475770e-01 +9.976388725747532826e-02 +8.976793311356054406e-02 +8.139662486605779568e-02 +9.880606934879224701e-01 +5.057222788956490245e-01 +3.422044846289971631e-01 +2.581660350014456928e-01 +2.065758620408030266e-01 +1.715639643684092608e-01 +1.462122604091818656e-01 +1.269961904854884638e-01 +1.119228191345701257e-01 +9.977887483114813993e-02 +8.978374456828472350e-02 +8.141283399390149278e-02 +9.999086321573505964e-01 +5.059027873743046078e-01 +3.422019742430246758e-01 +2.581551072539661762e-01 +2.065576536590619239e-01 +1.715376600596188739e-01 +1.461778820292563563e-01 +1.269545277590565513e-01 +1.118751891076069233e-01 +9.972685222253975523e-02 +8.972893267578538334e-02 +8.135670562747823742e-02 +8.845627703762991567e-01 +5.042966543513193178e-01 +3.421634399976066776e-01 +2.581273446440477404e-01 +2.065126488310286001e-01 +1.714732424817426160e-01 +1.460944362132380048e-01 +1.268542429200962274e-01 +1.117614112164831974e-01 +9.960342093136834163e-02 +8.959965020607560393e-02 +8.122498942329574312e-02 +9.880585264692605119e-01 +5.057071662866347017e-01 +3.421607340458517887e-01 +2.580780126575230038e-01 +2.064322037505759710e-01 +1.713599386067899966e-01 +1.459499825128762474e-01 +1.266832062545299176e-01 +1.115699648737540767e-01 +9.939819877634671619e-02 +8.938692040639571734e-02 +8.101017555152834060e-02 +9.999046677582931197e-01 +5.058744067143617906e-01 +3.421207858212860220e-01 +2.579943498847460104e-01 +2.062998412406043258e-01 +1.711779503953499704e-01 +1.457232720106756696e-01 +1.264204647156381423e-01 +1.112814734461736177e-01 +9.909412755390555050e-02 +8.907628843577923561e-02 +8.070037700661167324e-02 +8.845524734590780591e-01 +5.042458108843560494e-01 +3.420221885425286379e-01 +2.578544290497031821e-01 +2.060862820960290276e-01 +1.708937066463263321e-01 +1.453798833209730690e-01 +1.260334727115261788e-01 +1.108669467285496729e-01 +9.866650654660517883e-02 +8.864740293873832333e-02 +8.027925289574290579e-02 +9.880450154478099822e-01 +5.056167498196911803e-01 +3.419146856152303626e-01 +2.576186013488407922e-01 +2.057400095070515411e-01 +1.704517266898813166e-01 +1.448662110394468294e-01 +1.254742025713744269e-01 +1.102855886117897616e-01 +9.808197702025875375e-02 +8.807372942578263475e-02 +7.972612522967841009e-02 +9.998795500826853644e-01 +5.057052908006871572e-01 +3.416787201652886630e-01 +2.572072198837565549e-01 +2.051698372845850715e-01 +1.697614273466720725e-01 +1.441009454899929154e-01 +1.246744155770549839e-01 +1.094826366218522723e-01 +9.729788813534766267e-02 +8.732271831415799879e-02 +7.901650457699491148e-02 +8.844767095154690839e-01 +5.039042671700075804e-01 +3.411888385547505731e-01 +2.564648034358413820e-01 +2.042138978356302093e-01 +1.686772643334602528e-01 +1.429645245234217876e-01 +1.235411758724707793e-01 +1.083882270105456791e-01 +9.626275635905186256e-02 +8.635687574550020285e-02 +7.812328231536459777e-02 +9.879179155831006032e-01 +5.048765726875727999e-01 +3.402477227513683311e-01 +2.550788834509734038e-01 +2.025877299930299580e-01 +1.669729331897288338e-01 +1.412894594803656978e-01 +1.219551987697662515e-01 +1.069190049516967195e-01 +9.491880268364154272e-02 +8.513624580295038602e-02 +7.701882740636338542e-02 +9.995427394488822781e-01 +5.038928253195499307e-01 +3.381122074366741392e-01 +2.524153691054309423e-01 +1.998111156575977099e-01 +1.643188153353712933e-01 +1.388593439211896485e-01 +1.197766718814331777e-01 +1.049848000756976596e-01 +9.320758857865561742e-02 +8.362268852201037994e-02 +7.567808975063777810e-02 +8.827691436897007193e-01 +4.987088001534866755e-01 +3.330494544877150020e-01 +2.472632006347720568e-01 +1.951499427163527756e-01 +1.602907682811433310e-01 +1.354307149809585165e-01 +1.168643717540912702e-01 +1.025023512720209529e-01 +9.107921389742322515e-02 +8.178589869199687223e-02 +7.408252438832445275e-02 +9.813755578941266711e-01 +4.875288249029950949e-01 +3.210697648203355015e-01 +2.376765319502613660e-01 +1.877008539383364927e-01 +1.544598216202187069e-01 +1.307925563225594834e-01 +1.131109922076620200e-01 +9.941569917541608070e-02 +8.850411362221388689e-02 +7.961033405795307771e-02 +7.222424602301431851e-02 +9.120390207527849791e-01 +4.423421661048271836e-01 +2.957001794600057631e-01 +2.217109138962668202e-01 +1.768105546410473072e-01 +1.465912787565931685e-01 +1.248592535070174314e-01 +1.084876305945314257e-01 +9.571828192874655417e-02 +8.548447823356303266e-02 +7.710135238570625660e-02 +7.010945076161269329e-02 +5.110289845840271239e-01 +3.513134302406802356e-01 +2.559341246761862587e-01 +1.995557054936117347e-01 +1.627244081470538561e-01 +1.368645277480227962e-01 +1.177526558779473237e-01 +1.030770654956294496e-01 +9.146739819633249724e-02 +8.206091339303375753e-02 +7.428842965281665101e-02 +6.776003570379038332e-02 +3.059877499464567774e-01 +2.544644094637268927e-01 +2.066110669032643621e-01 +1.706264977381810044e-01 +1.440166729848545712e-01 +1.239039962293463776e-01 +1.083043534943620156e-01 +9.591478860810324913e-02 +8.586833761837643630e-02 +7.757415802270996308e-02 +7.061946618913735041e-02 +6.470903446356562894e-02 +1.899391168311330147e-01 +1.736513670183712499e-01 +1.540578933046314047e-01 +1.355375799452683550e-01 +1.195564770776306601e-01 +1.061636796080655115e-01 +9.499501522334838355e-02 +8.563988844428321867e-02 +7.774160277236633054e-02 +7.101298242848348707e-02 +6.522867842854650211e-02 +6.021300558032532946e-02 +1.201863744319647959e-01 +1.151859089723798885e-01 +1.081601078291138107e-01 +1.002984863329504372e-01 +9.244426470998946821e-02 +8.505215333294115221e-02 +7.830676174349396335e-02 +7.224415778098233765e-02 +6.683068173298666037e-02 +6.200538270040494709e-02 +5.770068180259544516e-02 +5.385162296999412845e-02 +7.720580879049357415e-02 +7.567322201264478632e-02 +7.332615656252729208e-02 +7.040551217585143406e-02 +6.714940306605404752e-02 +6.375493901662379614e-02 +6.036535942363829149e-02 +5.707415896634764063e-02 +5.393617674428122927e-02 +5.097920098582222476e-02 +4.821340097478487435e-02 +4.563811184991604236e-02 +7.188442947686421447e-02 +7.060062058584969102e-02 +6.861899319527568764e-02 +6.612750581934634386e-02 +6.331767192947436451e-02 +6.035408742766937978e-02 +5.736172858473267272e-02 +5.442649860631949138e-02 +5.160223957439238202e-02 +4.891920829278520455e-02 +4.639153103146429619e-02 +4.402288975147864575e-02 +1.093620590522262903e-01 +1.053956058948478103e-01 +9.970586821115082210e-02 +9.318253270422309498e-02 +8.651068291597072135e-02 +8.010268948330558081e-02 +7.415707236756989562e-02 +6.874078026982455292e-02 +6.385113174333023611e-02 +5.945317938787113288e-02 +5.549984914063328667e-02 +5.194200944038910445e-02 +1.675306936250503531e-01 +1.555455162583257167e-01 +1.403685656244122726e-01 +1.252593681253766356e-01 +1.116885020114193466e-01 +9.999203062578305989e-02 +9.004552636383472697e-02 +8.159603168283847963e-02 +7.438650054720634397e-02 +6.819359139872249731e-02 +6.283396593864672142e-02 +5.816040413330877262e-02 +2.576397859559671488e-01 +2.233673769064638270e-01 +1.875911720266849603e-01 +1.580945005845650064e-01 +1.351059097009651433e-01 +1.172043129816521534e-01 +1.030651863481859137e-01 +9.170069157481924860e-02 +8.240731705018414233e-02 +7.468584212697154667e-02 +6.817840108321192305e-02 +6.262458704676783505e-02 +3.991575768953196102e-01 +3.063651200076057401e-01 +2.344305438025832133e-01 +1.866599926994258751e-01 +1.538691290001940326e-01 +1.302803316236853526e-01 +1.126139712866607301e-01 +9.893870806627769188e-02 +8.806149838565038857e-02 +7.921274996324059736e-02 +7.187711458275708454e-02 +6.569819647432199872e-02 +7.446463819625239733e-01 +4.055284458367228173e-01 +2.779030492117336992e-01 +2.106665178662418536e-01 +1.689533367867288582e-01 +1.405788952859820251e-01 +1.200657465671917945e-01 +1.045673943478263451e-01 +9.245593472904925503e-02 +8.273432819965165219e-02 +7.475925765090746244e-02 +6.809806221212448551e-02 +8.586862805934790677e-01 +4.709684077540263192e-01 +3.103418725235171372e-01 +2.296220331795371383e-01 +1.813247037287112062e-01 +1.492620957002005477e-01 +1.264816065773504972e-01 +1.094933031021764896e-01 +9.635201603917455115e-02 +8.588963995662508843e-02 +7.736414517690584636e-02 +7.028277945197008991e-02 +9.854261181515802104e-01 +4.958162125129105813e-01 +3.275894895151816866e-01 +2.418528339235596902e-01 +1.902159488967118672e-01 +1.559342374970329459e-01 +1.316384531157522297e-01 +1.135817010392248527e-01 +9.966379747671517964e-02 +8.862134467107528335e-02 +7.965204882078166793e-02 +7.222391606375858086e-02 +9.991701533723267303e-01 +5.020999140805774141e-01 +3.349961842402293111e-01 +2.486557990222658665e-01 +1.959563104777966858e-01 +1.606669847327203970e-01 +1.355360121264865270e-01 +1.168138591661517095e-01 +1.023701311685132898e-01 +9.091043174184387787e-02 +8.160701395731098651e-02 +7.390838025345833340e-02 +8.840669666411106187e-01 +5.023250107986066970e-01 +3.380398557854455976e-01 +2.521847941934693416e-01 +1.994205769413559259e-01 +1.638343445260626863e-01 +1.383415959391672556e-01 +1.192669251767751598e-01 +1.045068685204529613e-01 +9.277308026869274249e-02 +8.323557760747378464e-02 +7.533790812921464797e-02 +9.878274861356605152e-01 +5.044205429179409172e-01 +3.393941059431294649e-01 +2.539976255230831370e-01 +2.014493276940748923e-01 +1.658813414323011270e-01 +1.402935042033877922e-01 +1.210712819230009424e-01 +1.061469762635360997e-01 +9.425090367122775092e-02 +8.456175635900226029e-02 +7.652637891285536675e-02 +9.997280478742472942e-01 +5.048741608114816204e-01 +3.400148136540830923e-01 +2.549486319437025972e-01 +2.026330821584497177e-01 +1.671837273086254072e-01 +1.416237707987148264e-01 +1.223694768329968152e-01 +1.073785753862088466e-01 +9.539895352269495143e-02 +8.562031193979513510e-02 +7.749592224756413072e-02 +8.843302409382035600e-01 +5.033873621776956409e-01 +3.402963425199448388e-01 +2.554647234499243247e-01 +2.033318540348265091e-01 +1.680103787628938194e-01 +1.425210427425032123e-01 +1.232899651100677063e-01 +1.082880962830520266e-01 +9.627524314884446099e-02 +8.645026130923899599e-02 +7.827286266860300490e-02 +9.879023681158880521e-01 +5.048757419961500403e-01 +3.404810414729491086e-01 +2.557562491092169044e-01 +2.037519540373629867e-01 +1.685376215201904726e-01 +1.431237758782003267e-01 +1.239362232910920930e-01 +1.089507435701089766e-01 +9.693361234209016408e-02 +8.708985279493675069e-02 +7.888426516094804164e-02 +9.997608368859728367e-01 +5.050918025239984344e-01 +3.405740388626077308e-01 +2.559259650101439187e-01 +2.040091552108891371e-01 +1.688760394671293685e-01 +1.435276240376542889e-01 +1.243858887198731195e-01 +1.094270127622614247e-01 +9.741998553671975258e-02 +8.757336773157919918e-02 +7.935543409545167681e-02 +8.843539237114702578e-01 +5.035010988780258545e-01 +3.406005525856188876e-01 +2.560267717293501777e-01 +2.041684473875247374e-01 +1.690935280460451606e-01 +1.437962819787320379e-01 +1.246944770847617234e-01 +1.097628997560651104e-01 +9.777115365803341895e-02 +8.792951378173979871e-02 +7.970837164325283997e-02 +9.879114495956385911e-01 +5.049374630259130248e-01 +3.406533429401705781e-01 +2.560877914509904762e-01 +2.042665836307211991e-01 +1.692312988294516207e-01 +1.439710660056502944e-01 +1.249002125691415221e-01 +1.099917732140007626e-01 +9.801503675587192044e-02 +8.818092942277346025e-02 +7.996100306765495380e-02 +9.997656931655288792e-01 +5.051265250187807476e-01 +3.406734324756271470e-01 +2.561228333428661741e-01 +2.043243113665703103e-01 +1.693139701083185567e-01 +1.440779843735291166e-01 +1.250283353925942531e-01 +1.101366220820982900e-01 +9.817159260575791802e-02 +8.834431665168215875e-02 +8.012691309251511462e-02 +8.843577624672286364e-01 +5.035204833794110213e-01 +3.406564183205225138e-01 +2.561396076630738095e-01 +2.043530015908545661e-01 +1.693555778926663369e-01 +1.441324492669297519e-01 +1.250943451075730295e-01 +1.102120205918818291e-01 +9.825383123069504621e-02 +8.843082711350569447e-02 +8.021535879043249773e-02 +9.879127593976179122e-01 +5.049466633619820177e-01 +3.406803386627780261e-01 +2.561429845055473442e-01 +2.043580556568378448e-01 +1.693629347788356831e-01 +1.441421281205439997e-01 +1.251061315451115208e-01 +1.102255420290004506e-01 +9.826863637676661045e-02 +8.844645384568981805e-02 +8.023138140525215567e-02 +9.997659114610450981e-01 +5.051281165975487486e-01 +3.406781260070206874e-01 +2.561324769598520290e-01 +2.043403812572408829e-01 +1.693372255426403294e-01 +1.441083688396185281e-01 +1.250650953042125035e-01 +1.101785426494121395e-01 +9.821725034923950437e-02 +8.839228561639525528e-02 +8.017590198567654813e-02 +8.843566505056875693e-01 +5.035148236433333313e-01 +3.406399078499177113e-01 +2.561057547381897503e-01 +2.042967064319766435e-01 +1.692742828360005447e-01 +1.440264503759212389e-01 +1.249663489467381511e-01 +1.100663055188553091e-01 +9.809536516688467656e-02 +8.826455639801777941e-02 +8.004574148978410575e-02 +9.879107240870065310e-01 +5.049324095434505333e-01 +3.406387060882913320e-01 +2.560583486280013088e-01 +2.042186641565875704e-01 +1.691636169395679123e-01 +1.438847050329206401e-01 +1.247980178536786527e-01 +1.098775447439671732e-01 +9.789281123559263886e-02 +8.805447850691743017e-02 +7.983355483045485868e-02 +9.997621870294586266e-01 +5.051013435558486808e-01 +3.406008625140936052e-01 +2.559779157298227026e-01 +2.040902788032115944e-01 +1.689859295470932388e-01 +1.436623527708280890e-01 +1.245395782228502363e-01 +1.095932714955249465e-01 +9.759287603352402585e-02 +8.774790012798873440e-02 +7.952771562723785770e-02 +8.843469652652560242e-01 +5.034668208620949326e-01 +3.405054151789411732e-01 +2.558432959966117082e-01 +2.038831013731992325e-01 +1.687084410378599519e-01 +1.433256892729591614e-01 +1.241591227632738020e-01 +1.091850588946964573e-01 +9.717135067385725133e-02 +8.732489297121234784e-02 +7.911224064266961231e-02 +9.878979923725120793e-01 +5.048468969405706108e-01 +3.404041162700496836e-01 +2.556161607408840575e-01 +2.035469198483371711e-01 +1.682768475290465637e-01 +1.428221312881668148e-01 +1.236095053633000235e-01 +1.086128690006344794e-01 +9.659552319786432473e-02 +8.675946698428402271e-02 +7.856690297563752312e-02 +9.997384274357558054e-01 +5.049408662769399037e-01 +3.401782842269993057e-01 +2.552189257123151922e-01 +2.029924861643671863e-01 +1.676022038349486709e-01 +1.420717300710529762e-01 +1.228236261866869072e-01 +1.078228953278465296e-01 +9.582353985256614193e-02 +8.601972862045061119e-02 +7.786774507036146875e-02 +8.842748287262814921e-01 +5.031409373757822490e-01 +3.397053822596014516e-01 +2.544992665925082664e-01 +2.020605649694220685e-01 +1.665410355414227161e-01 +1.409565812134042362e-01 +1.217099099362989184e-01 +1.067463971382653087e-01 +9.480483555047106159e-02 +8.506892385264257228e-02 +7.698824496997709599e-02 +9.877758949538553157e-01 +5.041350698808799713e-01 +3.387938278791227109e-01 +2.531488638126096480e-01 +2.004696771526983390e-01 +1.648692471293111139e-01 +1.393109635848442940e-01 +1.201505378569607679e-01 +1.053012291980651022e-01 +9.348260870886578033e-02 +8.386786926436595735e-02 +7.590137087767089008e-02 +9.994110114951479940e-01 +5.031797858805346912e-01 +3.367052852063810442e-01 +2.505371034868568714e-01 +1.977416698501595349e-01 +1.622588533385921905e-01 +1.369199818337233088e-01 +1.180070653672623121e-01 +1.033983846022585723e-01 +9.179935971979108489e-02 +8.237915502011652902e-02 +7.458262644274955833e-02 +8.825929011942782454e-01 +4.980344037745965680e-01 +3.317078432610228167e-01 +2.454510072017932754e-01 +1.931411437765529482e-01 +1.582857617049406029e-01 +1.335409929277799057e-01 +1.151393009925209959e-01 +1.009555569819716725e-01 +8.970596698198361751e-02 +8.057307138287585213e-02 +7.301390602707329147e-02 +9.812662664104878640e-01 +4.869139836301864532e-01 +3.197926731337394912e-01 +2.359301089873060697e-01 +1.857580702295596464e-01 +1.525190036073724165e-01 +1.289629272043764374e-01 +1.114404762842797769e-01 +9.791738490246174043e-02 +8.717335965817542276e-02 +7.843444137620121659e-02 +7.118757913679495120e-02 +9.119365767185912963e-01 +4.417143705789885466e-01 +2.944295242467085960e-01 +2.200039426274243426e-01 +1.749298081401070848e-01 +1.447211405247252336e-01 +1.230996213724114136e-01 +1.068817393918766456e-01 +9.427745226204832518e-02 +8.420383684183169182e-02 +7.596867695621066507e-02 +6.910985357111075478e-02 +5.106518423895247683e-01 +3.504739721861104274e-01 +2.545638312011422877e-01 +1.978484715288718054e-01 +1.608986276087161771e-01 +1.350708437270974338e-01 +1.160725911206392513e-01 +1.015455382622856978e-01 +9.009270828411169996e-02 +8.083766560841025572e-02 +7.320494756910876644e-02 +6.680236036209782902e-02 +3.050757612016472553e-01 +2.532547981557773387e-01 +2.050844951381836923e-01 +1.689141863198122817e-01 +1.422644578934989246e-01 +1.222137207706894546e-01 +1.067317905463531086e-01 +9.448338400839643991e-02 +8.458231630026694092e-02 +7.642750282921431659e-02 +6.960133179211260013e-02 +6.380679683347509346e-02 +1.885142304060364871e-01 +1.721278291167260832e-01 +1.524438900280557785e-01 +1.338925971051619646e-01 +1.179484088373169287e-01 +1.046428161725628386e-01 +9.358966915430469435e-02 +8.436123378958598762e-02 +7.658976938402768664e-02 +6.998181218965467132e-02 +6.430888012374356977e-02 +5.939408044867488384e-02 +1.186904667745009440e-01 +1.136981210225310873e-01 +1.066968139835145768e-01 +9.888286009619051686e-02 +9.109929418887234565e-02 +8.379512209663715627e-02 +7.714742853236962461e-02 +7.118557812832793097e-02 +6.587100894927838679e-02 +6.113964464958644707e-02 +5.692217114391456834e-02 +5.315286699111237273e-02 +7.607795909646239418e-02 +7.456626195755451658e-02 +7.225315162306437944e-02 +6.937798019488121415e-02 +6.617654462822326888e-02 +6.284314744661034791e-02 +5.951815861690828990e-02 +5.629251345303686038e-02 +5.321900986709413722e-02 +5.032396165696709223e-02 +4.761657698597046573e-02 +4.509564550658209242e-02 +7.049841914755296257e-02 +6.924771739358591416e-02 +6.731808449623914725e-02 +6.489334227462648097e-02 +6.216031338346782870e-02 +5.927906346449272890e-02 +5.637070586493311136e-02 +5.351817918994038192e-02 +5.077326179182672927e-02 +4.816491831515216926e-02 +4.570657939633465672e-02 +4.340165967037602768e-02 +1.072021514316751911e-01 +1.032967590391510870e-01 +9.770525102699985365e-02 +9.130971605784071743e-02 +8.478430912322654223e-02 +7.853018821525142856e-02 +7.273688813731966907e-02 +6.746541382806209297e-02 +6.270980631242757675e-02 +5.843374381811163726e-02 +5.458997681940923330e-02 +5.112988317795415932e-02 +1.648247042250940431e-01 +1.528603529774869851e-01 +1.377634576158357771e-01 +1.228059797056804126e-01 +1.094377887055685422e-01 +9.796513525628396113e-02 +8.824101327895214619e-02 +7.999973707679923496e-02 +7.297870567538418396e-02 +6.695321073620151553e-02 +6.174068681186689611e-02 +5.719563597501218372e-02 +2.550921188510607562e-01 +2.205845606443311846e-01 +1.846726970514319388e-01 +1.552420910528803932e-01 +1.324620774179077198e-01 +1.148295646338345077e-01 +1.009674871103083404e-01 +8.986252341306653901e-02 +8.080154728667825192e-02 +7.328357329861741321e-02 +6.695240254421659654e-02 +6.155054427278336404e-02 +3.974497093423390304e-01 +3.039457967245132175e-01 +2.314660876338433815e-01 +1.835853410555099707e-01 +1.509668051467072114e-01 +1.276671337074025692e-01 +1.103135445583038887e-01 +9.693353247894584412e-02 +8.631959845544524834e-02 +7.769964336510787328e-02 +7.056057856887701374e-02 +6.454981641170474960e-02 +7.441288090849869086e-01 +4.036501038045969270e-01 +2.749984889147308875e-01 +2.074530752130800682e-01 +1.658638760566436554e-01 +1.377875024490375633e-01 +1.176122471025741884e-01 +1.024355099102569888e-01 +9.061041093723830320e-02 +8.113660130465136233e-02 +7.337339822567048864e-02 +6.689259596207446090e-02 +8.581619832991117525e-01 +4.691833465343248077e-01 +3.073903237825003076e-01 +2.262675293099926654e-01 +1.780718365282109583e-01 +1.463183734987928974e-01 +1.238969872432507113e-01 +1.072520431852377609e-01 +9.441625133712548690e-02 +8.421758663882557283e-02 +7.591691053608989881e-02 +6.902640661209433204e-02 +9.849944544461008977e-01 +4.939159381897982870e-01 +3.244942892387783218e-01 +2.383512892513216241e-01 +1.868235038248176327e-01 +1.528659762774343678e-01 +1.289468243808019610e-01 +1.112502479390012206e-01 +9.765262519898872118e-02 +8.688636091722871935e-02 +7.815221735824692817e-02 +7.092344266033957789e-02 +9.987165729884754928e-01 +5.000746958297092037e-01 +3.317582371838393440e-01 +2.450270406785539923e-01 +1.924530570181599287e-01 +1.575024275947343455e-01 +1.327613367153566426e-01 +1.144113503199656878e-01 +1.002984745045479298e-01 +8.912407525269797071e-02 +8.006354857289217641e-02 +7.257079277916479720e-02 +8.833877502562076378e-01 +5.002095919136524405e-01 +3.347060345421243310e-01 +2.484651137984191516e-01 +1.958372858500516400e-01 +1.605997864849069701e-01 +1.355056186817246711e-01 +1.168108460796016962e-01 +1.023885683594249474e-01 +9.094623860115855218e-02 +8.165704003877216621e-02 +7.396996037235317734e-02 +9.873334012654028102e-01 +5.022891608546097286e-01 +3.360068470000714957e-01 +2.502205655315778432e-01 +1.978127396975115360e-01 +1.625987249130152468e-01 +1.374143200278382659e-01 +1.185764208304429385e-01 +1.039939992884732489e-01 +9.239319946658428040e-02 +8.295586557001406736e-02 +7.513426610241817627e-02 +9.992482762033036980e-01 +5.027286553855861984e-01 +3.365984288218935583e-01 +2.511375889780338433e-01 +1.989629303391845794e-01 +1.638695906746395203e-01 +1.387153129261506079e-01 +1.198475294194170787e-01 +1.052006598719358588e-01 +9.351843421008305957e-02 +8.399368440596119423e-02 +7.608507117488065574e-02 +8.836347488535712946e-01 +5.012128543336118458e-01 +3.368635033401598533e-01 +2.516340593093037703e-01 +1.996412480740913098e-01 +1.646762398777955883e-01 +1.395933744252268460e-01 +1.207496749488943255e-01 +1.060927697827910715e-01 +9.437832662465883704e-02 +8.480832518548128696e-02 +7.684783907463124675e-02 +9.874028693838465820e-01 +5.027154505003472718e-01 +3.370403358147652795e-01 +2.519143512673528984e-01 +2.000490917749618847e-01 +1.651910728612312473e-01 +1.401838160949942791e-01 +1.213838362798689563e-01 +1.067435812452864619e-01 +9.502521527810001145e-02 +8.543689734423667859e-02 +7.744877933169283524e-02 +9.992785258988764463e-01 +5.029315914240917174e-01 +3.371286635357799710e-01 +2.520775832652079607e-01 +2.002990058051910272e-01 +1.655219137027343079e-01 +1.405799630322196458e-01 +1.218257112755413846e-01 +1.072120035093868801e-01 +9.550375193978431765e-02 +8.591267856018502957e-02 +7.791241591242555053e-02 +8.836565692281728168e-01 +5.013187522507172034e-01 +3.371517094494599909e-01 +2.521746118677724025e-01 +2.004539901634833365e-01 +1.657348420887162221e-01 +1.408438932380811914e-01 +1.221294024854590182e-01 +1.075428236142390026e-01 +9.584971673827552552e-02 +8.626354913333875163e-02 +7.826008618123227178e-02 +9.874112276441627811e-01 +5.027729121611518304e-01 +3.372036437204572468e-01 +2.522334778483748541e-01 +2.005496149540640094e-01 +1.658699264687886199e-01 +1.410158535548908243e-01 +1.223321560487446030e-01 +1.077685377048893250e-01 +9.609027161744329582e-02 +8.651150534279367088e-02 +7.850918361427000614e-02 +9.992829986500163519e-01 +5.029639466694599825e-01 +3.372229712427550763e-01 +2.522673157081335438e-01 +2.006059412723667779e-01 +1.659510925269608861e-01 +1.411211764764684351e-01 +1.224585693701108619e-01 +1.079115398181596380e-01 +9.624483982823010819e-02 +8.667278266042599544e-02 +7.867289642774825953e-02 +8.836601120333181791e-01 +5.013368392502228765e-01 +3.372047819094489696e-01 +2.522834960737406207e-01 +2.006339620023708248e-01 +1.659919811035142356e-01 +1.411748758361162925e-01 +1.225237510565738708e-01 +1.079860316153224004e-01 +9.632608757078914286e-02 +8.675822544600300668e-02 +7.876021509771920226e-02 +9.874124365934167091e-01 +5.027815036675429283e-01 +3.372293143752698730e-01 +2.522867896671766585e-01 +2.006389008612636249e-01 +1.659992138714061483e-01 +1.411844223784160801e-01 +1.225353938040016771e-01 +1.079993947509811508e-01 +9.634071852351351606e-02 +8.677366321503847402e-02 +7.877603702855462409e-02 +9.992832002151992299e-01 +5.029654335787613340e-01 +3.372274364250683609e-01 +2.522766348065710318e-01 +2.006216339202614718e-01 +1.659739424788958806e-01 +1.411511295783049458e-01 +1.224948633853890773e-01 +1.079529513326904222e-01 +9.628994264974469197e-02 +8.672015516057877960e-02 +7.872125709736146892e-02 +8.836590845325351662e-01 +5.013315517841334668e-01 +3.371890773288090393e-01 +2.522507879909727246e-01 +2.005789975711944062e-01 +1.659121161641815556e-01 +1.410703971842515447e-01 +1.223973941208757327e-01 +1.078421034205261642e-01 +9.616956432856217651e-02 +8.659403773052368192e-02 +7.859278673768874124e-02 +9.874105588993739024e-01 +5.027681995081768607e-01 +3.371897444700046043e-01 +2.522050778968087381e-01 +2.005029046291196826e-01 +1.658035400291247852e-01 +1.409308580212211282e-01 +1.222314095385633043e-01 +1.076558521701705962e-01 +9.596968134219774349e-02 +8.638676417869216306e-02 +7.838349138935447880e-02 +9.992797682171908891e-01 +5.029404727509720896e-01 +3.371540854540743259e-01 +2.521275880547957371e-01 +2.003779076654314262e-01 +1.656294594613591520e-01 +1.407122710719982683e-01 +1.219769064241210538e-01 +1.073756974500149342e-01 +9.567402600215492436e-02 +8.608457543744628404e-02 +7.808208183574226469e-02 +8.836501605876836418e-01 +5.012868396695601136e-01 +3.370615474347732343e-01 +2.519980227464201361e-01 +2.001764868542195985e-01 +1.653580119194710540e-01 +1.403818072920388904e-01 +1.216027929591468881e-01 +1.069739525675425379e-01 +9.525904279331914859e-02 +8.566810454698056687e-02 +7.767304541551056651e-02 +9.873988416885735031e-01 +5.026886025549768267e-01 +3.369674794036578436e-01 +2.517796770758468639e-01 +1.998500118700612671e-01 +1.649363749050841710e-01 +1.398882331576333793e-01 +1.210631277228859243e-01 +1.064116303017689502e-01 +9.469291405672268513e-02 +8.511210518935319325e-02 +7.713676123569472576e-02 +9.992578774680072051e-01 +5.027909874445080085e-01 +3.367536418390522091e-01 +2.513977099322933784e-01 +1.993118447720605702e-01 +1.642779040628989384e-01 +1.391535894112177485e-01 +1.202925044871563792e-01 +1.056363379012752457e-01 +9.393494186268287749e-02 +8.438561096711284792e-02 +7.645000358565040566e-02 +8.835833819412133305e-01 +5.009823267134579927e-01 +3.363020332870622631e-01 +2.507046073032440647e-01 +1.984068604291047144e-01 +1.632425095207631072e-01 +1.380627447634547866e-01 +1.192015972031241350e-01 +1.045811287761820446e-01 +9.293596736924072954e-02 +8.345295359520955858e-02 +7.558707897312992585e-02 +9.872850036142916119e-01 +5.020193295635885233e-01 +3.354322804036480310e-01 +2.493997957802095433e-01 +1.968594911495928634e-01 +1.616106652908944341e-01 +1.364535516495938572e-01 +1.176753596607262864e-01 +1.031659734425949826e-01 +9.164077831505938743e-02 +8.227612955517805970e-02 +7.452182466944465289e-02 +9.989484066476955748e-01 +5.011171626234611765e-01 +3.334184579580433683e-01 +2.468627860884430036e-01 +1.941987131641873254e-01 +1.590597578435908876e-01 +1.341152247697232347e-01 +1.155784306677705708e-01 +1.013041243323908602e-01 +8.999350264392265430e-02 +8.081888981333280875e-02 +7.323056816412255865e-02 +8.819603034339149605e-01 +4.960518197764300918e-01 +3.285428147482141736e-01 +2.418882274114112774e-01 +1.896950082034190854e-01 +1.551707244514622663e-01 +1.308091175609377987e-01 +1.127735715226441948e-01 +9.891536124330356505e-02 +8.794645828609384819e-02 +7.905250724707149623e-02 +7.169587183845149703e-02 +9.808699306974225651e-01 +4.850990107918062288e-01 +3.167831434025886739e-01 +2.325088542289087123e-01 +1.824391777415181326e-01 +1.495157287850502337e-01 +1.263271264688186346e-01 +1.091562160056388370e-01 +9.594581518195363645e-02 +8.547154636011493334e-02 +7.696242601799711813e-02 +6.991049772445798172e-02 +9.115820787968083039e-01 +4.399317824194176052e-01 +2.915207153964513576e-01 +2.167286281232317924e-01 +1.717640493357818487e-01 +1.418578560850163595e-01 +1.205842180074147979e-01 +1.046983356056439413e-01 +9.238954525149092878e-02 +8.257130138993729052e-02 +7.455415051579268593e-02 +6.788066690781115187e-02 +5.095182678337514259e-01 +3.483248986875355779e-01 +2.516312067199808489e-01 +1.947094879727594707e-01 +1.579088778363679224e-01 +1.323744349009751131e-01 +1.137007982580340026e-01 +9.948139438082957697e-02 +8.830266915458233334e-02 +7.928531408306117856e-02 +7.185631115596403939e-02 +6.562758447076343093e-02 +3.028576978778259599e-01 +2.506122298595546138e-01 +2.021458213105760127e-01 +1.659735937705408837e-01 +1.395193619913584482e-01 +1.197460819334398990e-01 +1.045553363456209750e-01 +9.258043964749465560e-02 +8.292380262380705247e-02 +7.498232585893675750e-02 +6.834031002323787130e-02 +6.270401776736679589e-02 +1.858025135146413320e-01 +1.693855687565378465e-01 +1.497389509657764406e-01 +1.313236721097124915e-01 +1.155868451739722746e-01 +1.025187316750179323e-01 +9.170351964640809095e-02 +8.269766679037002244e-02 +7.512692303892289092e-02 +6.869640905129427433e-02 +6.317868334289601651e-02 +5.839891143377189814e-02 +1.163989479970876373e-01 +1.114687082647861649e-01 +1.045705427672869031e-01 +9.689411806805195426e-02 +8.927013563301358645e-02 +8.213414993971070166e-02 +7.565252167915301196e-02 +6.984776124350167148e-02 +6.467773843239701947e-02 +6.007705063896934261e-02 +5.597640089700514632e-02 +5.231080899350960128e-02 +7.458951951278101900e-02 +7.311515833329589042e-02 +7.086057294336461920e-02 +6.806028604316149977e-02 +6.494462241953771753e-02 +6.170264355480927637e-02 +5.847032478747581780e-02 +5.533531273757789914e-02 +5.234819419433831694e-02 +4.953396645659021574e-02 +4.690119033739745952e-02 +4.444847201330284769e-02 +6.875765253195563476e-02 +6.755755198130257433e-02 +6.570578790117255485e-02 +6.337836733215428120e-02 +6.075402104657228602e-02 +5.798578354670669982e-02 +5.518943413099399592e-02 +5.244432059562174203e-02 +4.980009174953108075e-02 +4.728466240533819170e-02 +4.491114227073481763e-02 +4.268308160564430326e-02 +1.041149628106910752e-01 +1.003514910837851465e-01 +9.496914442912218757e-02 +8.881984648085784750e-02 +8.255086359383999317e-02 +7.654463411892296898e-02 +7.098031122896128475e-02 +6.591464773848577929e-02 +6.134112275279020310e-02 +5.722474968228526138e-02 +5.352042010104650360e-02 +5.018186799576476731e-02 +1.600537097802604836e-01 +1.483672421456619372e-01 +1.336838479647128597e-01 +1.192038304271737237e-01 +1.063105394954604599e-01 +9.527131653076081896e-02 +8.592506662669259498e-02 +7.800594732939204745e-02 +7.125702145903452245e-02 +6.546082700453675907e-02 +6.044179887097374249e-02 +5.606055598847229510e-02 +2.490900196807017408e-01 +2.147826588725040564e-01 +1.793670727543818788e-01 +1.506239289082707544e-01 +1.285438616472263096e-01 +1.115334997494465824e-01 +9.819385772084149311e-02 +8.751830708111509038e-02 +7.880849435906528422e-02 +7.157839574274786620e-02 +6.548457731084407485e-02 +6.027978018685177519e-02 +3.918206254146012757e-01 +2.976249734431491989e-01 +2.253084445621793275e-01 +1.781999270087728238e-01 +1.464530492551034124e-01 +1.239266930347406453e-01 +1.072091941596958614e-01 +9.434049582264057709e-02 +8.413646373232312736e-02 +7.584692116104610471e-02 +6.897648286695229336e-02 +6.318616122408812763e-02 +7.417097296211112578e-01 +3.976259527037058761e-01 +2.682908140955539977e-01 +2.014907531662019080e-01 +1.608939989401974024e-01 +1.337067049584992617e-01 +1.142550421871763450e-01 +9.965237503643421813e-02 +8.828197967674875080e-02 +7.917093422107289447e-02 +7.170011429691665328e-02 +6.545751298154055264e-02 +8.553489155371244435e-01 +4.629024584171789747e-01 +3.001977564473534699e-01 +2.198411374866396928e-01 +1.727323484848436175e-01 +1.419567768373644623e-01 +1.203274651990281913e-01 +1.043068027242617102e-01 +9.196227371659267125e-02 +8.215322306285129106e-02 +7.416493353445766101e-02 +6.752777190984969591e-02 +9.827055925557313110e-01 +4.872270765226564548e-01 +3.168971591085399941e-01 +2.315872780853262536e-01 +1.812138162548016240e-01 +1.482924848247458849e-01 +1.252117769208772047e-01 +1.081750190889473467e-01 +9.509559724464976271e-02 +8.473941127997590417e-02 +7.633333234877856532e-02 +6.937004528602068454e-02 +9.963959627620334603e-01 +4.931125902568146424e-01 +3.239011973059666705e-01 +2.380474410812990493e-01 +1.866649498748414460e-01 +1.527821003992294313e-01 +1.289061356683547377e-01 +1.112379417960712297e-01 +9.766102295825034030e-02 +8.691092294382068983e-02 +7.818983449878785796e-02 +7.097169174358894383e-02 +8.799944717710490583e-01 +4.930662949951992169e-01 +3.267136198293618121e-01 +2.413635474427205940e-01 +1.899414157915574330e-01 +1.557850557468631325e-01 +1.315686386036151734e-01 +1.135672734424432312e-01 +9.969126687678298016e-02 +8.868215146009092442e-02 +7.973996937388506956e-02 +7.233388835683300655e-02 +9.848811717074383854e-01 +4.951556241205350983e-01 +3.279526356827399680e-01 +2.430552169971833543e-01 +1.918560220985607578e-01 +1.577268944006380846e-01 +1.334246678903880379e-01 +1.152851119419115444e-01 +1.012540516423418857e-01 +9.009139489189330052e-02 +8.100564771877447057e-02 +7.346916801069303116e-02 +9.968766011061551691e-01 +4.955826051774620544e-01 +3.285150371141400405e-01 +2.439400913540291094e-01 +1.929733852555623741e-01 +1.589648287167240992e-01 +1.346932674078332726e-01 +1.165251082837024388e-01 +1.024314874286484656e-01 +9.118966271461234618e-02 +8.201890984385701300e-02 +7.439782027497814088e-02 +8.802160031099164339e-01 +4.939935883305974218e-01 +3.287647356501433582e-01 +2.444205458318348678e-01 +1.936345235272663168e-01 +1.597531942929969473e-01 +1.355521787123410149e-01 +1.174077309528997609e-01 +1.033042619592497158e-01 +9.203088438820565542e-02 +8.281588305779520598e-02 +7.514412729296357507e-02 +9.849430370369294252e-01 +4.955490427718120539e-01 +3.289361052524886753e-01 +2.446929199551022560e-01 +1.940335894394557004e-01 +1.602582178525018275e-01 +1.361317048316326439e-01 +1.180300638202388952e-01 +1.039426904416683173e-01 +9.266522751289869853e-02 +8.343209062034671886e-02 +7.573314668906744318e-02 +9.969035792732219292e-01 +4.957703436403833597e-01 +3.290212029070974653e-01 +2.448522150892229188e-01 +1.942791303945190784e-01 +1.605839865612604389e-01 +1.365218609388989535e-01 +1.184650179481132187e-01 +1.044034292353719501e-01 +9.313557586323198412e-02 +8.389945098920904842e-02 +7.618837187156578261e-02 +8.802356279767430403e-01 +4.940920084975382598e-01 +3.290410250353006938e-01 +2.449472745949767827e-01 +1.944320090124943834e-01 +1.607944116837269344e-01 +1.367826445455982698e-01 +1.187648100164580278e-01 +1.047296376589280792e-01 +9.347635773872939313e-02 +8.424475379336039682e-02 +7.653027885901712846e-02 +9.849505575721647643e-01 +4.956026654024184852e-01 +3.290933579416766563e-01 +2.450052139596703704e-01 +1.945266700465430321e-01 +1.609283371774119786e-01 +1.369530412780796680e-01 +1.189654639898096444e-01 +1.049526920637773864e-01 +9.371375560532461957e-02 +8.448916936216117890e-02 +7.677558411398430205e-02 +9.969076200779309893e-01 +4.958006657163954167e-01 +3.291123905409276129e-01 +2.450386102114660014e-01 +1.945825873452445010e-01 +1.610090137225123064e-01 +1.370576446549869321e-01 +1.190908182970109586e-01 +1.050942538973937135e-01 +9.386652233175485360e-02 +8.464834577061297605e-02 +7.693697864572709988e-02 +8.802388548383087707e-01 +4.941090283594036792e-01 +3.290925171063056598e-01 +2.450545832943946956e-01 +1.946104577119077417e-01 +1.610497260252648777e-01 +1.371110589137757851e-01 +1.191555405507984805e-01 +1.051680808909331161e-01 +9.394690292869445347e-02 +8.473274689793020009e-02 +7.702312257815344121e-02 +9.849516569026682822e-01 +4.956107659103083929e-01 +3.291183215424212660e-01 +2.450578678226028317e-01 +1.946153745312861894e-01 +1.610569330356300399e-01 +1.371205610954113197e-01 +1.191671079565978092e-01 +1.051813314184465442e-01 +9.396138395283323841e-02 +8.474800204025025041e-02 +7.703873648373139871e-02 +9.969078035054245168e-01 +4.958020690654020290e-01 +3.291167371388268870e-01 +2.450478229841167033e-01 +1.945981911941139231e-01 +1.610317588823593493e-01 +1.370874314185315523e-01 +1.191268487461326214e-01 +1.051352881885953133e-01 +9.391113663872087403e-02 +8.469513435380364441e-02 +7.698468317510272219e-02 +8.802379159773756623e-01 +4.941040374209107466e-01 +3.290772352394400468e-01 +2.450222600332312706e-01 +1.945558222244909707e-01 +1.609702506250328402e-01 +1.370071871827188426e-01 +1.190301291947586104e-01 +1.050254910693607657e-01 +9.379210027006215644e-02 +8.457060538304400632e-02 +7.685798507801148982e-02 +9.849499515464740229e-01 +4.955982369168909774e-01 +3.290798848014125921e-01 +2.449772489470864734e-01 +1.944803926592584276e-01 +1.608624716206208116e-01 +1.368687634857924385e-01 +1.188657037701044694e-01 +1.048412793307934854e-01 +9.359469750868071314e-02 +8.436616499208987596e-02 +7.665176744054216784e-02 +9.969046974736164302e-01 +4.957786365315763333e-01 +3.290456963731751561e-01 +2.449011729013797489e-01 +1.943568882371621565e-01 +1.606901776334319909e-01 +1.366524915291119635e-01 +1.186141704959306625e-01 +1.045647450957427060e-01 +9.330321221526481634e-02 +8.406854460280847874e-02 +7.635516139363332511e-02 +8.802298365816293435e-01 +4.940622091726847853e-01 +3.289541944462969214e-01 +2.447744553558240943e-01 +1.941586302610108783e-01 +1.604224459115891621e-01 +1.363265384807499370e-01 +1.182454296969313312e-01 +1.041691332682530141e-01 +9.289492125607931583e-02 +8.365909197831658539e-02 +7.595324908672047848e-02 +9.849394355013182389e-01 +4.955241443523998868e-01 +3.288663839173737169e-01 +2.445619230660178445e-01 +1.938385934428061841e-01 +1.600081354926102817e-01 +1.358413384230132137e-01 +1.177150991573423233e-01 +1.036168401807637945e-01 +9.233918396347927382e-02 +8.311353006415246603e-02 +7.542718842580095617e-02 +9.968851428559565298e-01 +4.956401083209376335e-01 +3.286627342969776766e-01 +2.441916274209583182e-01 +1.933131621258795951e-01 +1.593635391094395670e-01 +1.351216317425096014e-01 +1.169601242389067680e-01 +1.028574321734674751e-01 +9.159688030068870168e-02 +8.240213267518761708e-02 +7.475471177049018701e-02 +8.801700945169108614e-01 +4.937808165959005624e-01 +3.282305410070985863e-01 +2.435219988363460375e-01 +1.924327846859961721e-01 +1.583535248892749547e-01 +1.340564752122774816e-01 +1.158945563163367859e-01 +1.018265915299241126e-01 +9.062084827939864695e-02 +8.149072467321240298e-02 +7.391123146521944021e-02 +9.848379753570994932e-01 +4.949064951142067570e-01 +3.274067828942667235e-01 +2.422642115949526775e-01 +1.909317191997127738e-01 +1.567664862562540840e-01 +1.324898274459913039e-01 +1.144078869003521959e-01 +1.004475779736896807e-01 +8.935822613852384411e-02 +8.034297122487607523e-02 +7.287176734599458416e-02 +9.966073736162620600e-01 +4.940890901313015893e-01 +3.254890726186829286e-01 +2.398189451530400029e-01 +1.883548439147332276e-01 +1.542913729025794656e-01 +1.302190128313483186e-01 +1.123702941530406729e-01 +9.863737633287347761e-02 +8.775564726096671264e-02 +7.892430925327449664e-02 +7.161378787201433394e-02 +8.786768861336929914e-01 +4.891522363645692817e-01 +3.208083067043163150e-01 +2.350133177862400724e-01 +1.839947471337722573e-01 +1.505237305211747367e-01 +1.270147122485443536e-01 +1.096503894437847321e-01 +9.631942351616235021e-02 +8.576772890946973704e-02 +7.720747205045316863e-02 +7.012079366429783966e-02 +9.787284040769756999e-01 +4.786631101331140781e-01 +3.093946137328112411e-01 +2.259145871872293987e-01 +1.769658241054013481e-01 +1.450502069159121388e-01 +1.226772473725890322e-01 +1.061484269209667791e-01 +9.344261442867285439e-02 +8.336797286496527848e-02 +7.517884152611077619e-02 +6.838610113787460532e-02 +9.097679685197068711e-01 +4.338779318682116637e-01 +2.845897941546071119e-01 +2.105424334718621338e-01 +1.666158626826875766e-01 +1.376424445244066874e-01 +1.171258948752327972e-01 +1.018384376184562207e-01 +9.000194882609052760e-02 +8.055930957343632182e-02 +7.284405592567443077e-02 +6.641594169674733261e-02 +5.050905571291309792e-01 +3.421130048582851080e-01 +2.452104163640949352e-01 +1.890518504582061610e-01 +1.531808621336663567e-01 +1.284746144538287116e-01 +1.104783604641889766e-01 +9.679979102344786479e-02 +8.605198611212676318e-02 +7.738018499304821773e-02 +7.023090343762376786e-02 +6.423089558815060773e-02 +2.968716838930224311e-01 +2.445694757091230465e-01 +1.965024400075956190e-01 +1.610567653180459413e-01 +1.353703762099607300e-01 +1.162780523011071460e-01 +1.016537712856208225e-01 +9.013998513899565412e-02 +8.085724458201090648e-02 +7.322010899142121498e-02 +6.682755293859971024e-02 +6.139737281298385252e-02 +1.806270484805246601e-01 +1.645038922222902822e-01 +1.453160142182413628e-01 +1.274420957862634207e-01 +1.122427525235532297e-01 +9.965960738561410737e-02 +8.926164810183366549e-02 +8.060722343162637915e-02 +7.333022798339837445e-02 +6.714510246666383075e-02 +6.183295414960010561e-02 +5.722617411617851590e-02 +1.129981199553372895e-01 +1.082369278502877535e-01 +1.015861532993332095e-01 +9.419770054420223415e-02 +8.686934922920834523e-02 +8.001484099100501790e-02 +7.378947416504258450e-02 +6.821209415327322834e-02 +6.324101382463298560e-02 +5.881316680461032287e-02 +5.486224430283163228e-02 +5.132629103568204371e-02 +7.269192514269233463e-02 +7.127721059556804684e-02 +6.911379268435058343e-02 +6.642639895719942844e-02 +6.343545518918593251e-02 +6.032169808366032865e-02 +5.721504675026242021e-02 +5.419928809538217263e-02 +5.132289705909823946e-02 +4.860998545429887074e-02 +4.606901217802536475e-02 +4.369894188428490034e-02 +6.665001631939145021e-02 +6.552047453633987051e-02 +6.377575274698273067e-02 +6.157959597756577225e-02 +5.909869924733585772e-02 +5.647632968542987131e-02 +5.382146037401085853e-02 +5.120934009003913490e-02 +4.868757174402793542e-02 +4.628339815895594900e-02 +4.401008921575376431e-02 +4.187181109123578465e-02 +9.992885131615981964e-02 +9.642288004799810797e-02 +9.140181612121210664e-02 +8.565310081336199866e-02 +7.977661369396030211e-02 +7.412922476413785766e-02 +6.888077187190362605e-02 +6.408779750746063097e-02 +5.974762566441797762e-02 +5.583039619302257450e-02 +5.229611436772706179e-02 +4.910310643812708375e-02 +1.521711125844550094e-01 +1.413138828860547869e-01 +1.276727930497049412e-01 +1.142033377643768971e-01 +1.021783300763264707e-01 +9.184727573241870113e-02 +8.306833525677351227e-02 +7.560285936848416821e-02 +6.921867432594497327e-02 +6.371824410157139740e-02 +5.894132734082026953e-02 +5.476014876652968155e-02 +2.355096921590002779e-01 +2.033629790567434981e-01 +1.703477498410266577e-01 +1.436187124556147776e-01 +1.230656934340790404e-01 +1.071848840026296545e-01 +9.468468072807341429e-02 +8.464240767708830493e-02 +7.641898779989915458e-02 +6.956919588801889487e-02 +6.377770701518289953e-02 +5.881685502063354470e-02 +3.711678275666324689e-01 +2.813110259482324294e-01 +2.133181073393808913e-01 +1.694111667242995944e-01 +1.398672466446135021e-01 +1.188590722230639246e-01 +1.032127916652409022e-01 +9.112156326924107652e-02 +8.149735871575057577e-02 +7.365095410315575242e-02 +6.712651152159919421e-02 +6.161137304605131260e-02 +7.176693191723296783e-01 +3.765179350476208775e-01 +2.536532545727051557e-01 +1.912168131870790044e-01 +1.534220565171368345e-01 +1.280765207461396771e-01 +1.098818544480669318e-01 +9.616963591960693558e-02 +8.545130858148992925e-02 +7.683161569989321871e-02 +6.974016851943963535e-02 +6.379658926214469561e-02 +8.248943428396796618e-01 +4.385679498789602504e-01 +2.836704805350387937e-01 +2.084475918411373696e-01 +1.645643210313650628e-01 +1.358706144739960653e-01 +1.156413613358409365e-01 +1.006007139421458418e-01 +8.896687031086696062e-02 +7.968904333326461142e-02 +7.210816544036818820e-02 +6.579031968075514658e-02 +9.554573011488849410e-01 +4.615570325878626812e-01 +2.994094964026272621e-01 +2.195278875288222964e-01 +1.725836805811304664e-01 +1.418797129752812358e-01 +1.202891101342535157e-01 +1.042932526879663258e-01 +9.196667018693442663e-02 +8.217162769564395619e-02 +7.419471018515817751e-02 +6.756690289512708170e-02 +9.693392365160677926e-01 +4.670708697337979665e-01 +3.060443579536917258e-01 +2.256658355764028789e-01 +1.777717913560515894e-01 +1.461611789980549470e-01 +1.238201341417073109e-01 +1.072275945180261869e-01 +9.443000452170910441e-02 +8.426121899694315187e-02 +7.598475661061201980e-02 +6.911407311551906463e-02 +8.475810992349290807e-01 +4.669287338154962108e-01 +3.087360957377552340e-01 +2.288479349668333385e-01 +1.809163343416645142e-01 +1.490443474293038639e-01 +1.263787695189913518e-01 +1.094689152170863072e-01 +9.638638858669845710e-02 +8.597059978986754114e-02 +7.748301121814080150e-02 +7.043258757673268033e-02 +9.573436240890645932e-01 +4.689917454194171276e-01 +3.099381918074705089e-01 +2.304902677802680711e-01 +1.827714859420665194e-01 +1.509231037039783230e-01 +1.281734149862089056e-01 +1.111300720856500945e-01 +9.789840061866490750e-02 +8.733513020526036119e-02 +7.870966501926700276e-02 +7.153395029932697879e-02 +9.697572644830779742e-01 +4.694118326755919446e-01 +3.104917512318203787e-01 +2.313598983514604523e-01 +1.838650725884276582e-01 +1.521306097110636801e-01 +1.294081560678224385e-01 +1.123355663788807163e-01 +9.904254571825607534e-02 +8.840234889219639181e-02 +7.969457691704508184e-02 +7.243705797324409557e-02 +8.477828672576164237e-01 +4.678222715195588521e-01 +3.107418766820921330e-01 +2.318377440901326636e-01 +1.845185915509722774e-01 +1.529059014522800020e-01 +1.302497498946675325e-01 +1.131983363102691820e-01 +9.989445548856674961e-02 +8.922281041722832096e-02 +8.047161616303569187e-02 +7.316467204303718497e-02 +9.573994214596759367e-01 +4.693769717955866283e-01 +3.109139822266813180e-01 +2.321115922017907562e-01 +1.849167664423689295e-01 +1.534064567050056616e-01 +1.308212959684092735e-01 +1.138099496332328209e-01 +1.005203935058189696e-01 +8.984377205590764193e-02 +8.107423733773305718e-02 +7.374038497644458401e-02 +9.697819384568081569e-01 +4.695984617139048467e-01 +3.110007739130623006e-01 +2.322733424568022564e-01 +1.851638501280915561e-01 +1.537316837528048263e-01 +1.312084220732408768e-01 +1.142395820201353440e-01 +1.009740237084687242e-01 +9.030580924709062651e-02 +8.153261878994737255e-02 +7.418639631725577888e-02 +8.478016223643204397e-01 +4.679214674966740151e-01 +3.110230542413450761e-01 +2.323707289856607738e-01 +1.853188344083065986e-01 +1.539431027072107605e-01 +1.314685845267128672e-01 +1.145370567183844335e-01 +1.012964229635523739e-01 +9.064163099850142125e-02 +8.187217947033810506e-02 +7.452211475878724178e-02 +9.574064958497346955e-01 +4.694315922165831489e-01 +3.110756444263571008e-01 +2.324304366846344505e-01 +1.854153882748924009e-01 +1.540783786464649807e-01 +1.316393506469856478e-01 +1.147369273009470336e-01 +1.015175856916294556e-01 +9.087620473980895230e-02 +8.211306976055286755e-02 +7.476342820587827953e-02 +9.697857663243648618e-01 +4.696296225056653673e-01 +3.110952914562436500e-01 +2.324650502515844819e-01 +1.854726910967695319e-01 +1.541602016872843373e-01 +1.317445487514303792e-01 +1.148621641752182454e-01 +1.016582986553865864e-01 +9.102747018306127369e-02 +8.227022358852600914e-02 +7.492242580009067510e-02 +8.478047939269258704e-01 +4.679390849989469858e-01 +3.110767574852673079e-01 +2.324817119897352180e-01 +1.855013401836461129e-01 +1.542016030020631756e-01 +1.317983904826299235e-01 +1.149269525438502415e-01 +1.017318041250824673e-01 +9.110717078130373126e-02 +8.235364804499607783e-02 +7.500737127022943929e-02 +9.574075517210345332e-01 +4.694400090547500848e-01 +3.111017842047908433e-01 +2.324850908903017821e-01 +1.855064000600094298e-01 +1.542089403627520672e-01 +1.318079781767498571e-01 +1.149385415127596594e-01 +1.017450063076536931e-01 +9.112153782622900433e-02 +8.236873411071563011e-02 +7.502277426059834886e-02 +9.697859424243268078e-01 +4.696310832331628826e-01 +3.110998506097395477e-01 +2.324746278182522607e-01 +1.854887227539545047e-01 +1.541833220146779093e-01 +1.317745629299650889e-01 +1.148982201774817608e-01 +1.016991434627211588e-01 +9.107169727777128521e-02 +8.231646221016976350e-02 +7.496945943570741677e-02 +8.478038659063280580e-01 +4.679338906659095687e-01 +3.110607386146996833e-01 +2.324481286040810391e-01 +1.854452360107430309e-01 +1.541208532518144048e-01 +1.316937661740894827e-01 +1.148014931886888745e-01 +1.015899114669337744e-01 +9.095374646924125894e-02 +8.219344243948575879e-02 +7.484458140299915518e-02 +9.574059173087099417e-01 +4.694270176495448088e-01 +3.110616137722485575e-01 +2.324015548332030723e-01 +1.853681202299908293e-01 +1.540117695381204577e-01 +1.315548040876510505e-01 +1.146374710681025422e-01 +1.014070382385963420e-01 +9.075849240622724245e-02 +8.199177918866293324e-02 +7.464157620721600939e-02 +9.697829899397667486e-01 +4.696069233915131091e-01 +3.110259915457012081e-01 +2.323233848936286927e-01 +1.852425480517821410e-01 +1.538382221151524676e-01 +1.313385794817685526e-01 +1.143874251283552301e-01 +1.011333136536723964e-01 +9.047088204344197471e-02 +8.169879658007316026e-02 +7.435008164444807666e-02 +8.477960183305135455e-01 +4.678910796727529520e-01 +3.109337478120183240e-01 +2.321942353528237690e-01 +1.850423493398154762e-01 +1.535701360323548648e-01 +1.310143387749078403e-01 +1.140224218566305014e-01 +1.007431147733158922e-01 +9.006921403782482127e-02 +8.129671854008846399e-02 +7.395590407323070214e-02 +9.573960857830769999e-01 +4.693519853037467215e-01 +3.108432947270967084e-01 +2.319795208263302211e-01 +1.847217638000548390e-01 +1.531581170346878462e-01 +1.305344787895336700e-01 +1.135000104562185474e-01 +1.002005790860657219e-01 +8.952432760517284316e-02 +8.076247632361796547e-02 +7.344116093247993193e-02 +9.697649866945186048e-01 +4.694683569665679679e-01 +3.106387179717972624e-01 +2.316093774434556385e-01 +1.842001495957958090e-01 +1.525219336261990077e-01 +1.298271893338246441e-01 +1.127602115297265672e-01 +9.945783129003349377e-02 +8.879913849324425068e-02 +8.006791822093536903e-02 +7.278478031439541973e-02 +8.477402096691231126e-01 +4.676134563182164361e-01 +3.102112530428904336e-01 +2.309477264985826950e-01 +1.833346139256060714e-01 +1.515330995581579410e-01 +1.287873332150456240e-01 +1.117217425651148427e-01 +9.845411904974428474e-02 +8.784913012762959883e-02 +7.918080037676973604e-02 +7.196357300696756831e-02 +9.573054598016542682e-01 +4.687526204967991106e-01 +3.094064993140165920e-01 +2.297198719231088593e-01 +1.818736060054407522e-01 +1.499920288046159289e-01 +1.272680563072348392e-01 +1.102807182280847176e-01 +9.711733380863069032e-02 +8.662463677081942703e-02 +7.806698575558054798e-02 +7.095407323713504022e-02 +9.695217648421590173e-01 +4.679881646769665227e-01 +3.075600836180807929e-01 +2.273614122667904913e-01 +1.793900932248659319e-01 +1.476076235277357651e-01 +1.250799294792499516e-01 +1.083158484951382144e-01 +9.536990837623306183e-02 +8.507578217583332270e-02 +7.669416852594773681e-02 +6.973522660711851950e-02 +8.464093439480139258e-01 +4.632548559129710530e-01 +3.031073768556861170e-01 +2.227764282852601196e-01 +1.752255405239474817e-01 +1.440042148307194014e-01 +1.220101460386589509e-01 +1.057052209161747081e-01 +9.314079273808005544e-02 +8.316045382518238993e-02 +7.503706273174802488e-02 +6.829175757113070677e-02 +9.519565545136746687e-01 +4.535327983678497654e-01 +2.923335713282715909e-01 +2.141687432720579820e-01 +1.685615378116938901e-01 +1.388010358727589655e-01 +1.178750964379912114e-01 +1.023572466677170612e-01 +9.038315645582978286e-02 +8.085446181147877553e-02 +7.308332905543890590e-02 +6.661770473228682821e-02 +8.870853766716362276e-01 +4.110707019693183306e-01 +2.689810677517305848e-01 +1.997083967363298962e-01 +1.588024434652151040e-01 +1.317916741187123708e-01 +1.126028679574980484e-01 +9.824956960902887781e-02 +8.709346957954174073e-02 +7.816129609146962864e-02 +7.083877229228369155e-02 +6.471929819459316946e-02 +4.812266937288935953e-01 +3.235463492458166002e-01 +2.319756834197193862e-01 +1.795647723602010470e-01 +1.461790552830423140e-01 +1.231435100864123472e-01 +1.063059281988025934e-01 +9.345790831804549892e-02 +8.332379769171582851e-02 +7.511768946319455353e-02 +6.832998580318870585e-02 +6.261626935719727394e-02 +2.806397722447156462e-01 +2.313010749638932384e-01 +1.863521171490696848e-01 +1.533697867119397928e-01 +1.294673686504041465e-01 +1.116528992019127225e-01 +9.795684522187453336e-02 +8.713174760814133835e-02 +7.837138860911370408e-02 +7.113879890728860844e-02 +6.506543496331790299e-02 +5.989127015945694410e-02 +1.713492588894383051e-01 +1.563523039621051436e-01 +1.385256529223161115e-01 +1.219113060394477477e-01 +1.077497053090443191e-01 +9.598538496352877758e-02 +8.622713971733926563e-02 +7.807461701897527862e-02 +7.119529580877147212e-02 +6.532896402457598339e-02 +6.027541251296906349e-02 +5.588075728110918072e-02 +1.082265516286836371e-01 +1.037983001832572805e-01 +9.760444864307796231e-02 +9.070882190585240201e-02 +8.384983971395155999e-02 +7.741350703903543407e-02 +7.154824295523484756e-02 +6.627617659783957560e-02 +6.156256506963465186e-02 +5.735184053559402861e-02 +5.358452231986902264e-02 +5.020446130531965034e-02 +7.036466784872752456e-02 +6.903571462178059726e-02 +6.700112765021129513e-02 +6.446966263556132282e-02 +6.164661807846689989e-02 +5.870102351267251356e-02 +5.575513170178415800e-02 +5.288850556797738967e-02 +5.014783812311759958e-02 +4.755698215188434302e-02 +4.512498617357824787e-02 +4.285181742369652269e-02 +6.419837346288366497e-02 +6.315862949396928994e-02 +6.154894210743091371e-02 +5.951642489580057788e-02 +5.721193287338767475e-02 +5.476638976409468895e-02 +5.228062538134928966e-02 +4.982536891839562526e-02 +4.744630264543514553e-02 +4.517038378989726016e-02 +4.301151304437705880e-02 +4.097493382274981777e-02 +9.464870759867506644e-02 +9.152453459690408633e-02 +8.702492270914845285e-02 +8.183529522604195139e-02 +7.648772474759907292e-02 +7.130817037882294929e-02 +6.645960249303470291e-02 +6.200321434353297384e-02 +5.794494977491206761e-02 +5.426398012668116194e-02 +5.092839383496758354e-02 +4.790329924102287862e-02 +1.407337667369997769e-01 +1.314426424072036859e-01 +1.196285837078907427e-01 +1.077868696781435348e-01 +9.705729635946677702e-02 +8.771883078682550516e-02 +7.969687576409029139e-02 +7.281371642193025517e-02 +6.688350854343953766e-02 +6.174216387495859437e-02 +5.725330557827405797e-02 +5.330624934909247714e-02 +2.108777097718647076e-01 +1.845821749664057487e-01 +1.569892980479961897e-01 +1.340489424799633233e-01 +1.159992356433469651e-01 +1.017998482331236021e-01 +9.046629055024602017e-02 +8.126073352392786109e-02 +7.365569096827680184e-02 +6.727508073934365673e-02 +6.184775177695886472e-02 +5.717512122456500784e-02 +3.193221164677937374e-01 +2.488262459496416168e-01 +1.937692007542499428e-01 +1.567722224368097161e-01 +1.311131721075220469e-01 +1.124641932627185176e-01 +9.834819763621968636e-02 +8.730365584005549129e-02 +7.842659661774284419e-02 +7.113237953872023067e-02 +6.502788298629534613e-02 +5.983980424866901238e-02 +6.041707853960970320e-01 +3.249140805806651766e-01 +2.278086307016010115e-01 +1.758699098957926810e-01 +1.432792492105577908e-01 +1.208795949685066429e-01 +1.045132170841250735e-01 +9.201446768449120239e-02 +8.214374701320409367e-02 +7.414034141777726961e-02 +6.751168060227261125e-02 +6.192490655654377119e-02 +6.867259530842008131e-01 +3.759048231019480046e-01 +2.534944332074354767e-01 +1.910944995837057236e-01 +1.533418933613011903e-01 +1.280279616019900091e-01 +1.098560205104168602e-01 +9.616089808669613104e-02 +8.545611604720841636e-02 +7.684756230050819592e-02 +6.976545434107497834e-02 +6.382973731319324662e-02 +8.125286921752070679e-01 +3.958625093699090769e-01 +2.674811155391736417e-01 +2.010961566946592172e-01 +1.606796683648942792e-01 +1.335873400931167909e-01 +1.141940655113226483e-01 +9.963198135608357375e-02 +8.829241280513627776e-02 +7.920612516274343207e-02 +7.175575687620799892e-02 +6.553018233184723651e-02 +8.259900985026354947e-01 +4.012162873138286345e-01 +2.737109042972602491e-01 +2.068072162800004277e-01 +1.655153915201588999e-01 +1.375967757127006530e-01 +1.175177800244879833e-01 +1.024073778580238958e-01 +9.063233252522313876e-02 +8.119849899625725120e-02 +7.346812694300755564e-02 +6.701446569394049757e-02 +7.063610724013416053e-01 +4.016762219774388520e-01 +2.763862451970732770e-01 +2.098671787278258982e-01 +1.685091020722050137e-01 +1.403356906342402566e-01 +1.199506576179342893e-01 +1.045430361409407510e-01 +9.250110660045179900e-02 +8.283540653778653784e-02 +7.490626012933565558e-02 +6.828284796104627796e-02 +8.143618316328394835e-01 +4.033786567827840619e-01 +2.776229409276421145e-01 +2.114960389841218646e-01 +1.703135342514699724e-01 +1.421476834722048554e-01 +1.216759506813116648e-01 +1.061388827089179976e-01 +9.395443640984252331e-02 +8.414842583207497728e-02 +7.608820236995103570e-02 +6.934558379743177570e-02 +8.264456901730378169e-01 +4.037868027135385063e-01 +2.782167454082782321e-01 +2.123825114011695936e-01 +1.713988833267452438e-01 +1.433297816087714394e-01 +1.228763161944678578e-01 +1.073068687759582002e-01 +9.506142250020067908e-02 +8.518065524781590070e-02 +7.704109735812410265e-02 +7.021987646110057490e-02 +7.066147292071316421e-01 +4.027154389630486220e-01 +2.785056778747855288e-01 +2.128813074307881192e-01 +1.720593616461136011e-01 +1.440994595237498066e-01 +1.237033793173593771e-01 +1.081498593616580378e-01 +9.589112557495058087e-02 +8.597837749591054346e-02 +7.779602232130528039e-02 +7.092664540239014548e-02 +8.144312855175597221e-01 +4.038473269935058951e-01 +2.786895258374236239e-01 +2.131725758305359486e-01 +1.724682161048543827e-01 +1.446027315991304518e-01 +1.242707423741924166e-01 +1.087522500030507488e-01 +9.650464326638455437e-02 +8.658521369671018375e-02 +7.838389652642413497e-02 +7.148771875447842983e-02 +8.264773753315578508e-01 +4.040213856554904504e-01 +2.787882876965477319e-01 +2.133475113419468772e-01 +1.727253958891908359e-01 +1.449333853854007370e-01 +1.246585264920409414e-01 +1.091785083537600426e-01 +9.695190285124530294e-02 +8.703889646843981920e-02 +7.883278698556797637e-02 +7.192374879608594285e-02 +7.066411818062550143e-01 +4.028429933687677211e-01 +2.788281681669447232e-01 +2.134544414382690547e-01 +1.728885465903853835e-01 +1.451503721597933172e-01 +1.249211734157718301e-01 +1.094755411453786909e-01 +9.727143746930703994e-02 +8.737004904266562622e-02 +7.916646692434188559e-02 +7.225287723145847052e-02 +8.144408640044001890e-01 +4.039190227917539011e-01 +2.788780847997066603e-01 +2.135203950273697471e-01 +1.729911021972223573e-01 +1.452902752119524799e-01 +1.250946758942538817e-01 +1.096761740729756268e-01 +9.749159115624944638e-02 +8.760218675462674853e-02 +7.940387469086752914e-02 +7.249001548983337317e-02 +8.264826084054708311e-01 +4.040628825372801769e-01 +2.788999560160011493e-01 +2.135589996636514942e-01 +1.730523751055225712e-01 +1.453753821062863105e-01 +1.252020766115311268e-01 +1.098023954678517128e-01 +9.763212884682394288e-02 +8.775229110486097717e-02 +7.955910357996244520e-02 +7.264654803030273778e-02 +7.066458666082989781e-01 +4.028666486703760818e-01 +2.788922025451257003e-01 +2.135778839455824973e-01 +1.730831431592737835e-01 +1.454186039535708130e-01 +1.252572177326328473e-01 +1.098678643251054521e-01 +9.770570237960117532e-02 +8.783152158755595795e-02 +7.964162721037981729e-02 +7.273027695305238349e-02 +8.144423409447864026e-01 +4.039304156344452057e-01 +2.789094377599809493e-01 +2.135815026754128709e-01 +1.730885840789061769e-01 +1.454262759093626067e-01 +1.252670498904407959e-01 +1.098795881106885697e-01 +9.771892906613648122e-02 +8.784581483638299881e-02 +7.965655976439206531e-02 +7.274546716449149797e-02 +8.264828540704033388e-01 +4.040648654484281788e-01 +2.789054379095890490e-01 +2.135697316913322263e-01 +1.730695794386852282e-01 +1.453995051169237607e-01 +1.252327999729308527e-01 +1.098388150474390312e-01 +9.767299733418047247e-02 +8.779624475255121130e-02 +7.960483215547109470e-02 +7.269289913785188795e-02 +7.066444841970845880e-01 +4.028596180468183574e-01 +2.788729608204664201e-01 +2.135402839290997112e-01 +1.730229789669510132e-01 +1.453344047491516300e-01 +1.251501774956950419e-01 +1.097411951076980585e-01 +9.756377842339068740e-02 +8.767909067361841224e-02 +7.948322675990708575e-02 +7.256988069643800776e-02 +8.144400620398672963e-01 +4.039128840808032250e-01 +2.788613903608183064e-01 +2.134883356161383361e-01 +1.729407952512115043e-01 +1.452212715156028233e-01 +1.250086531521240052e-01 +1.095762215952425511e-01 +9.738144214418120725e-02 +8.748560513789754856e-02 +7.928426084725558043e-02 +7.237020914511448078e-02 +8.264787960977567627e-01 +4.040325288888317323e-01 +2.788177743502600059e-01 +2.134022044473394275e-01 +1.728080344194489748e-01 +1.450424991279135045e-01 +1.247896944008310000e-01 +1.093259148123047891e-01 +9.710958596205256088e-02 +8.720151200111619927e-02 +7.899595357587199662e-02 +7.208411396205954835e-02 +7.066331044788189963e-01 +4.028031287306772512e-01 +2.787239243516635989e-01 +2.132618118081149594e-01 +1.725985377415856503e-01 +1.447687195314756314e-01 +1.244637061131829842e-01 +1.089626885527941319e-01 +9.672392547966060516e-02 +8.680632313800508426e-02 +7.860156545599339406e-02 +7.169825239325666733e-02 +8.144268891577632896e-01 +4.038153509093303506e-01 +2.786089532754327247e-01 +2.130313864713405669e-01 +1.722672379893961936e-01 +1.443522995364915629e-01 +1.239853481694492138e-01 +1.084464080952424470e-01 +9.619070357493081369e-02 +8.627266093399146851e-02 +7.807947170423588934e-02 +7.119587715672906492e-02 +8.264553706839681269e-01 +4.038562696662308382e-01 +2.783784731510615673e-01 +2.126415257053757002e-01 +1.717361373747367526e-01 +1.437169944845695380e-01 +1.232870356978889997e-01 +1.077209128434955532e-01 +9.546520843426491154e-02 +8.556593148653655889e-02 +7.740342201160142765e-02 +7.055734154919761358e-02 +7.065579138042461516e-01 +4.024606035055062203e-01 +2.779240315314371879e-01 +2.119597492877160205e-01 +1.708698438416300647e-01 +1.427427105906180771e-01 +1.222711241589714143e-01 +1.067109048530125032e-01 +9.449119202269276596e-02 +8.464490246525668837e-02 +7.654352901911659623e-02 +6.976113524508870123e-02 +8.143169727058928720e-01 +4.031021743767639332e-01 +2.770659164412020425e-01 +2.107260374386913382e-01 +1.694355156548870700e-01 +1.412462768579613726e-01 +1.208031753035291173e-01 +1.053212491510684273e-01 +9.320251526334630277e-02 +8.346393084001553497e-02 +7.546836294034529879e-02 +6.878562233245961999e-02 +8.261799723021048258e-01 +4.021828773272391189e-01 +2.751961964378497605e-01 +2.084254063173177351e-01 +1.670480146790668530e-01 +1.389657498481476627e-01 +1.187124167700439742e-01 +1.034422326894276073e-01 +9.152875817091020438e-02 +8.197758602425514463e-02 +7.414842020624388963e-02 +6.761154196578054998e-02 +7.050951883480524041e-01 +3.978804530485510749e-01 +2.709182107821284102e-01 +2.040957203642620177e-01 +1.631298135297132856e-01 +1.355701064014222523e-01 +1.158101526322914410e-01 +1.009650951624055659e-01 +8.940620682254632468e-02 +8.014795677323031942e-02 +7.256088525710181758e-02 +6.622510696666453200e-02 +8.095907607105828907e-01 +3.885577264860552993e-01 +2.611016385557611841e-01 +1.962247036877017292e-01 +1.569844391348399204e-01 +1.307316894210537039e-01 +1.119369069712679160e-01 +9.780974801158964782e-02 +8.679376191224630332e-02 +7.795382316205422268e-02 +7.069500805291457912e-02 +6.462122697687404382e-02 +7.598485078804076975e-01 +3.529504474790453594e-01 +2.408381641597207579e-01 +1.833433519732012018e-01 +1.481260218284044528e-01 +1.242810036775947452e-01 +1.070341474400434423e-01 +9.395890260422461171e-02 +8.368981756601753808e-02 +7.539935423860974484e-02 +6.855676877712775508e-02 +6.280610643106034063e-02 +4.051949043627823266e-01 +2.826368891799179717e-01 +2.095128638724726156e-01 +1.656593572138598813e-01 +1.367743494321866371e-01 +1.163732839808157421e-01 +1.012059280351261248e-01 +8.948283879027178755e-02 +8.014292569395772836e-02 +7.251897083172798020e-02 +6.617120303439549822e-02 +6.079840102817491571e-02 +2.472165701714551522e-01 +2.076914517531795457e-01 +1.707000085144328161e-01 +1.426424272223282830e-01 +1.217585768918584554e-01 +1.058812972624725290e-01 +9.349020466230416326e-02 +8.358212910558630859e-02 +7.548958009711892458e-02 +6.875811558254917022e-02 +6.307041397038715136e-02 +5.819945522597601284e-02 +1.570813860378591775e-01 +1.444304417612901625e-01 +1.291695884327075938e-01 +1.146822067736585349e-01 +1.021151916585509994e-01 +9.152036964756707360e-02 +8.262653978530738741e-02 +7.512398846496753935e-02 +6.874282023675339082e-02 +6.326539488034052527e-02 +5.852064344792138467e-02 +5.437492711137552337e-02 +1.020610006250658730e-01 +9.814845294835002065e-02 +9.263869621288436940e-02 +8.645085495319981828e-02 +8.023803498062460904e-02 +7.435550644974608936e-02 +6.895141267407932373e-02 +6.405945412619613866e-02 +5.965891252113585119e-02 +5.570706580171212730e-02 +5.215511471704943613e-02 +4.895544923761320499e-02 +6.763239715909234728e-02 +6.641465470800266002e-02 +6.454538102634642394e-02 +6.221121563647503960e-02 +5.959725144952635750e-02 +5.685763138643181586e-02 +5.410550953580584715e-02 +5.141597491948056431e-02 +4.883432070766794558e-02 +4.638477590318081101e-02 +4.407765520810526944e-02 +4.191454776943635135e-02 +6.146392469580271717e-02 +6.052871611492884052e-02 +5.907563681149324147e-02 +5.723192970116361411e-02 +5.512974012404110724e-02 +5.288564627581850142e-02 +5.059123470993546340e-02 +4.831230474514607715e-02 +4.609263752113629264e-02 +4.395914573772557316e-02 +4.192668805152741096e-02 +4.000192227891270769e-02 +8.852705395039540959e-02 +8.587329944159616257e-02 +8.201056571409817697e-02 +7.749615267320826562e-02 +7.277952246612105769e-02 +6.815113787544997692e-02 +6.376809003320604852e-02 +5.969919945242174036e-02 +5.596220630170731236e-02 +5.254804200490236638e-02 +4.943503080276365896e-02 +4.659669846506838548e-02 +1.267485654978659226e-01 +1.195191091426184710e-01 +1.100649263511200016e-01 +1.002805897271642627e-01 +9.115378093882842148e-02 +8.301943791745278189e-02 +7.589975513881104530e-02 +6.969996801658938368e-02 +6.429530486637642650e-02 +5.956472855862411653e-02 +5.540198650482193454e-02 +5.171761284364837646e-02 +1.786796883188964680e-01 +1.607015903153886094e-01 +1.405147127307910804e-01 +1.225596518189140671e-01 +1.077002977074508622e-01 +9.558659983125626647e-02 +8.566757111856393436e-02 +7.745717100872916150e-02 +7.057567328812128227e-02 +6.473642121352099488e-02 +5.972426958933290536e-02 +5.537688267838412892e-02 +2.445073848231504865e-01 +2.052530975838345595e-01 +1.689070054667397847e-01 +1.412978693839116728e-01 +1.206958954335887180e-01 +1.050174398724598585e-01 +9.277745320500098425e-02 +8.298833164446758892e-02 +7.499129112701075073e-02 +6.833759948527988459e-02 +6.271395408693493378e-02 +5.789625527919548681e-02 +3.304051495670662364e-01 +2.511607979582562988e-01 +1.941422618600372463e-01 +1.568169754142368644e-01 +1.310995738505626451e-01 +1.124460880025999338e-01 +9.833731797305662881e-02 +8.730209810579064866e-02 +7.843409453154008559e-02 +7.114810185330101844e-02 +6.505088988598047017e-02 +5.986915842711601488e-02 +3.852408300539052477e-01 +2.843834923492159494e-01 +2.136982037480955887e-01 +1.693774328321406564e-01 +1.397892428347222993e-01 +1.187992999725936694e-01 +1.031796252051522672e-01 +9.111335164209308224e-02 +8.151101174083989764e-02 +7.368354624053631563e-02 +6.717545121370543937e-02 +6.167432487263362073e-02 +4.058274039368049424e-01 +2.998790129025813989e-01 +2.252923198856174591e-01 +1.779703726018856125e-01 +1.462688266781415614e-01 +1.238085129270154322e-01 +1.071473698816782089e-01 +9.432449577637901095e-02 +8.415826932537329164e-02 +7.590049437729798343e-02 +6.905698984497583848e-02 +6.328946186090582404e-02 +4.105500809674978990e-01 +3.055168725223973425e-01 +2.310843724532103960e-01 +1.831596875590987550e-01 +1.506744541241617774e-01 +1.274910345243956411e-01 +1.102259878454255188e-01 +9.691472207783272119e-02 +8.635623149130711163e-02 +7.778225241157983583e-02 +7.068178860956267351e-02 +6.470339596317295494e-02 +4.092241455796392091e-01 +3.074769417353478418e-01 +2.338492809819527340e-01 +1.861047475223686909e-01 +1.534980397609198577e-01 +1.300629604814854123e-01 +1.125133242537488948e-01 +9.892891880779662583e-02 +8.812511550223714463e-02 +7.933718643762284473e-02 +7.205241316039015520e-02 +6.591584695224590729e-02 +4.121115427962188660e-01 +3.085533761614857595e-01 +2.352110989167318367e-01 +1.877543478049995551e-01 +1.552582084715055377e-01 +1.318036957118610408e-01 +1.141614194228843110e-01 +1.004513329293392487e-01 +8.951244938063084022e-02 +8.059245788918603659e-02 +7.318444381495957385e-02 +6.693565407765414421e-02 +4.126327149643800318e-01 +3.089979053870392511e-01 +2.359098126036751342e-01 +1.886913638020441264e-01 +1.563496342740882394e-01 +1.329643102590854220e-01 +1.153263592286543210e-01 +1.015786841047102429e-01 +9.057851127676834480e-02 +8.158595932286404062e-02 +7.410188622899994970e-02 +6.777808846845234658e-02 +4.100701601145096409e-01 +3.090254080773526812e-01 +2.362833112738033647e-01 +1.892375338178841349e-01 +1.570315794718969982e-01 +1.337351485155621467e-01 +1.161411152431207489e-01 +1.024016514828584995e-01 +9.138454467249221280e-02 +8.235896621405426610e-02 +7.483258807940951218e-02 +6.846196417592903538e-02 +4.124908251573804474e-01 +3.093067642714235621e-01 +2.365025302734435897e-01 +1.895652622606938675e-01 +1.574632644646149215e-01 +1.342480762841330166e-01 +1.167077019455281667e-01 +1.029960073448116797e-01 +9.198552484522340422e-02 +8.295084730212233526e-02 +7.540453941670523241e-02 +6.900709324681221501e-02 +4.128236081995086404e-01 +3.093943057800778718e-01 +2.366300499825306214e-01 +1.897666942631375253e-01 +1.577398994927650677e-01 +1.345901665995631047e-01 +1.170996250906711500e-01 +1.034206089123893002e-01 +9.242697521970974495e-02 +8.339602258515038669e-02 +7.584337348551976887e-02 +6.943236229085739120e-02 +4.101758395158490722e-01 +3.092472160188069474e-01 +2.367022078474007862e-01 +1.898922935153496416e-01 +1.579180622066101991e-01 +1.348174730923458187e-01 +1.173677862077743828e-01 +1.037189283093662706e-01 +9.274445219323443346e-02 +8.372269585057413865e-02 +7.617097212221769775e-02 +6.975446997586799702e-02 +4.125500891724993013e-01 +3.094355862725481909e-01 +2.367532271739976046e-01 +1.899704788095561703e-01 +1.580313769286966485e-01 +1.349654880472186125e-01 +1.175463889193685274e-01 +1.039217868714381043e-01 +9.296438456913845572e-02 +8.395270669238368011e-02 +7.640488535812708926e-02 +6.998721801623186689e-02 +4.128580767163935183e-01 +3.094703840180305643e-01 +2.367811104446631010e-01 +1.900167955636831718e-01 +1.580996640233769124e-01 +1.350561900690563921e-01 +1.176576243755388801e-01 +1.040500541758166836e-01 +9.310536228322675856e-02 +8.410193668687702961e-02 +7.655824680206800570e-02 +7.014119177791895698e-02 +4.101957891238418030e-01 +3.092908626149089568e-01 +2.367898866457368023e-01 +1.900398498145832726e-01 +1.581341450865842435e-01 +1.351024687870712726e-01 +1.177149588717985168e-01 +1.041168014112536927e-01 +9.317936427325368420e-02 +8.418087826912286353e-02 +7.663992284427338653e-02 +7.022367087247645412e-02 +4.125596374926779886e-01 +3.094569174197140393e-01 +2.367964899691674119e-01 +1.900440174176530050e-01 +1.581402530844054632e-01 +1.351106994937513739e-01 +1.177251991480458698e-01 +1.041287706940920432e-01 +9.319268318955366281e-02 +8.419513271423238743e-02 +7.665471327348620523e-02 +7.023864357477649367e-02 +4.128597388340165542e-01 +3.094741125717900276e-01 +2.367886988611659915e-01 +1.900297472732534743e-01 +1.581189263384214783e-01 +1.350820003034781114e-01 +1.176895501020792933e-01 +1.040871657567431774e-01 +9.314645126016316001e-02 +8.414571477467529259e-02 +7.660349282228992585e-02 +7.018684043799275352e-02 +4.101898366597976353e-01 +3.092777535643819742e-01 +2.367632863273214094e-01 +1.899945216896290201e-01 +1.580668465129171918e-01 +1.350124513970593076e-01 +1.176038026961145067e-01 +1.039877953052170817e-01 +9.303673775931818601e-02 +8.402911071599493409e-02 +7.648323942918278107e-02 +7.006574240366816864e-02 +4.125449661826574577e-01 +3.094242226128990358e-01 +2.367304312619979145e-01 +1.899322577876615126e-01 +1.579756480167766319e-01 +1.348923252185751931e-01 +1.174576783649732004e-01 +1.038205766843254135e-01 +9.285421433749854736e-02 +8.383708107127857412e-02 +7.628693981562796600e-02 +6.986955538419288569e-02 +4.128328175072595307e-01 +3.094144268165657796e-01 +2.366693852755689942e-01 +1.898305728967932815e-01 +1.578298446588269344e-01 +1.347041544498345789e-01 +1.172332404798008820e-01 +1.035683759385551683e-01 +9.258340327826403149e-02 +8.355623945163653810e-02 +7.600340549739681428e-02 +6.958917920666822521e-02 +4.101425694140429234e-01 +3.091759315012792553e-01 +2.365634772073703374e-01 +1.896677283058647301e-01 +1.576028733109180457e-01 +1.344192230978208114e-01 +1.169021851220453795e-01 +1.032051575648511021e-01 +9.220156722230607449e-02 +8.316749444246680778e-02 +7.561708252364360283e-02 +6.921223714176430453e-02 +4.124646487797532513e-01 +3.092513330250037940e-01 +2.363987904527911077e-01 +1.894052858456482802e-01 +1.572499727247726187e-01 +1.339918057507031024e-01 +1.164217946055273456e-01 +1.026934970025947524e-01 +9.167740391254798615e-02 +8.264553217969669574e-02 +7.510800316676517763e-02 +6.872327367457145564e-02 +4.126889045508355114e-01 +3.091113365507167643e-01 +2.361075864446954831e-01 +1.889727639794658853e-01 +1.566957966132568325e-01 +1.333503184158135735e-01 +1.157295137588807699e-01 +1.019817619781051149e-01 +9.096991865513107123e-02 +8.195865501081542326e-02 +7.445210608395470830e-02 +6.810426714961936856e-02 +4.098619835354977425e-01 +3.086154335533483062e-01 +2.355761653180006576e-01 +1.882402464993787050e-01 +1.558137969610551843e-01 +1.323848961702221438e-01 +1.147367831792109466e-01 +1.010018236418241261e-01 +9.002818932665031249e-02 +8.106946572905486537e-02 +7.362222401663043314e-02 +6.733562471542012262e-02 +4.118889669191088676e-01 +3.081444237893939397e-01 +2.345805536855772311e-01 +1.869649490249707113e-01 +1.543946928999780921e-01 +1.309328697411896725e-01 +1.133244081560158267e-01 +9.966910690396287020e-02 +8.879316808239914871e-02 +7.993703258975547177e-02 +7.259005760151945874e-02 +6.639780210429463425e-02 +4.113390294943204406e-01 +3.067254319770651438e-01 +2.325819691780895149e-01 +1.846970556118387452e-01 +1.521077986437597007e-01 +1.287692298423308290e-01 +1.113447017461457883e-01 +9.788793438378443068e-02 +8.720294783905814529e-02 +7.852113834160283357e-02 +7.132934425782273824e-02 +6.527358722948878311e-02 +4.060665490525210974e-01 +3.029224875739731093e-01 +2.284212240888355561e-01 +1.806581592250768586e-01 +1.484824115683796297e-01 +1.256199021485406297e-01 +1.086389030515918924e-01 +9.556551114477858377e-02 +8.520254985283089166e-02 +7.678879054856149744e-02 +6.982011760853695792e-02 +6.395088636724487186e-02 +3.992230386853496404e-01 +2.933126023543853877e-01 +2.198380635884936152e-01 +1.737298418014769086e-01 +1.429832372571325505e-01 +1.212249196119395550e-01 +1.050774091979082975e-01 +9.263563907124476582e-02 +8.275765090799840074e-02 +7.472221399859706181e-02 +6.805343836563955418e-02 +6.242558476440605159e-02 +3.618449820323626498e-01 +2.685300063136882298e-01 +2.039152702211048107e-01 +1.629371766706113334e-01 +1.352672305476628756e-01 +1.154609154152032024e-01 +1.006178192300930113e-01 +8.908692564959364013e-02 +7.986879181423559015e-02 +7.232628634516646837e-02 +6.603543450728301123e-02 +6.070382178063184891e-02 +2.816417284187157644e-01 +2.261624817288361011e-01 +1.806039436795278397e-01 +1.485167600141270305e-01 +1.255328319702095352e-01 +1.084652260731740203e-01 +9.535274290012323017e-02 +8.498257728652451604e-02 +7.658009383907292411e-02 +6.963258107848946388e-02 +6.378925950526827260e-02 +5.880297418529274733e-02 +2.020227813097294767e-01 +1.770325838927825080e-01 +1.511528904430943232e-01 +1.296601310824866682e-01 +1.126567654438198063e-01 +9.919719858501509224e-02 +8.839548744975232741e-02 +7.958183180884838281e-02 +7.227276950568853331e-02 +6.612076301916131049e-02 +6.087351851442990291e-02 +5.634519867467250448e-02 +1.393156284804547285e-01 +1.298196930382996550e-01 +1.179274525408819663e-01 +1.061609379532864189e-01 +9.558440931601018542e-02 +8.641781755038670243e-02 +7.855958701913173803e-02 +7.182285347700548273e-02 +6.602019987604465512e-02 +6.098879025848185503e-02 +5.659435913451825451e-02 +5.272841855317560861e-02 +9.484159325216683090e-02 +9.157289559289859271e-02 +8.690830591457415766e-02 +8.158347059548323732e-02 +7.614747040814701107e-02 +7.092150369130870158e-02 +6.605700229689358272e-02 +6.160444729387937884e-02 +5.756188614707116041e-02 +5.390318603194835245e-02 +5.059302379417735668e-02 +4.759436931459596481e-02 +6.457051860266206644e-02 +6.348325157482551107e-02 +6.180709424723462853e-02 +5.970206424376828247e-02 +5.732925220927771043e-02 +5.482545126644387118e-02 +5.229351784456752472e-02 +4.980375593397595724e-02 +4.740024975552398212e-02 +4.510801997604382829e-02 +4.293912377021139037e-02 +4.089722691075565325e-02 +5.798397029918241768e-02 +5.718038681145629770e-02 +5.592489171934971609e-02 +5.431999061645158278e-02 +5.247432935778568314e-02 +5.048626223739095809e-02 +4.843546797946610138e-02 +4.638127473683811147e-02 +4.436487508852739181e-02 +4.241301380545269006e-02 +4.054171294005083637e-02 +3.875941512145003598e-02 +8.085225419942700109e-02 +7.876330699337631691e-02 +7.567338598280104467e-02 +7.198892472939573406e-02 +6.805763709019220509e-02 +6.412252753309526099e-02 +6.032954813131868876e-02 +5.675431380426512740e-02 +5.342778962551134048e-02 +5.035494555961993191e-02 +4.752672762233240561e-02 +4.492724819925755786e-02 +1.100975854578677415e-01 +1.050901056049155374e-01 +9.826952802950497667e-02 +9.087654614906366668e-02 +8.367983507046146407e-02 +7.703348926196899871e-02 +7.104788849094771652e-02 +6.571599424419061197e-02 +6.098268605312199414e-02 +5.677834284851310948e-02 +5.303378268457006883e-02 +4.968617559345567258e-02 +1.443846908677615670e-01 +1.338869015151052388e-01 +1.209877548669900660e-01 +1.084326828483285349e-01 +9.727873232753077304e-02 +8.769633630909373645e-02 +7.953987785160940294e-02 +7.258861591622332854e-02 +6.663040448853752018e-02 +6.148492088545408352e-02 +5.700572755435298622e-02 +5.307589741571463321e-02 +1.797033382193192197e-01 +1.612076518717054097e-01 +1.406985105193385988e-01 +1.226147760437609202e-01 +1.077123418549647410e-01 +9.558761171588434080e-02 +8.566932549589625912e-02 +7.746389675066875369e-02 +7.058870064544936485e-02 +6.475591730963882464e-02 +5.974990995791149007e-02 +5.540812409927301646e-02 +2.141400939663790359e-01 +1.859789499114106737e-01 +1.574027117147629440e-01 +1.341413805936530756e-01 +1.160033076571028443e-01 +1.017877758220323142e-01 +9.046064531412911780e-02 +8.126828161448149124e-02 +7.367788609622129281e-02 +6.731149760622895384e-02 +6.189726590107566540e-02 +5.723633707125796305e-02 +2.398330027382078733e-01 +2.051320160883382537e-01 +1.707985203081878456e-01 +1.436714530133317569e-01 +1.230275691131670623e-01 +1.071435000261674042e-01 +9.466407006994193019e-02 +8.464797824947552229e-02 +7.645051289713697407e-02 +6.962472052697121772e-02 +6.385475152915939812e-02 +5.891279572448477470e-02 +2.529569083896585080e-01 +2.162421314493806757e-01 +1.796283575991120263e-01 +1.505602942193583482e-01 +1.284348035312748992e-01 +1.114516965951616034e-01 +9.815493269771452534e-02 +8.752264263035812453e-02 +7.885261386785322180e-02 +7.165802348008268319e-02 +6.559539960966011274e-02 +6.041760323647391712e-02 +2.583767685049638274e-01 +2.216591244846817521e-01 +1.847103810645721877e-01 +1.550489502611119008e-01 +1.322785396143649206e-01 +1.147085658118625617e-01 +1.009142898756572593e-01 +8.987162591516405230e-02 +8.086575893961626960e-02 +7.339596920158278359e-02 +6.710655258055031602e-02 +6.174042294442756013e-02 +2.605917641166521359e-01 +2.242162113803080614e-01 +1.874805038829462367e-01 +1.578068413982019746e-01 +1.348672325950171502e-01 +1.170578546380087320e-01 +1.030098163141756756e-01 +9.172658435892133699e-02 +8.250412057971844015e-02 +7.484408264094438712e-02 +6.838942403371739420e-02 +6.288033856943159305e-02 +2.616568840326446987e-01 +2.254840168593150174e-01 +1.889911711610466616e-01 +1.594667604710285347e-01 +1.365611903490558110e-01 +1.187016332859749806e-01 +1.045553056867010583e-01 +9.315232028957129429e-02 +8.380501535372168742e-02 +7.602398657921219383e-02 +6.945649963857156162e-02 +6.384441545459053347e-02 +2.621634395506151627e-01 +2.261386230426725708e-01 +1.898352505959363945e-01 +1.604690320871110520e-01 +1.376588381149218276e-01 +1.198329405624320304e-01 +1.056732392837932688e-01 +9.422622336575363355e-02 +8.481749488468665055e-02 +7.696694068925237497e-02 +7.032778741705857095e-02 +6.464546682710775594e-02 +2.623799717769785267e-01 +2.264883491936784954e-01 +1.903224916793342658e-01 +1.610834307337343785e-01 +1.383714183200382419e-01 +1.206063039468127235e-01 +1.064723056024102638e-01 +9.502319516151047640e-02 +8.559270770107038628e-02 +7.770776680397911695e-02 +7.102698132452807400e-02 +6.529960567367863733e-02 +2.625696056289107960e-01 +2.267012351654644764e-01 +1.906142067190428613e-01 +1.614672690241487629e-01 +1.388373261722093965e-01 +1.211341095231733417e-01 +1.070390268695671221e-01 +9.560763832725534261e-02 +8.617761924669635476e-02 +7.828029924022963937e-02 +7.157827507073757922e-02 +6.582404123352925129e-02 +2.626613899503307259e-01 +2.268248390313465090e-01 +1.907930983155506910e-01 +1.617110520600622270e-01 +1.391439952451460349e-01 +1.214938033810900042e-01 +1.074378470339791836e-01 +9.603089077542446839e-02 +8.661192400684404602e-02 +7.871460952084437246e-02 +7.200412696792664324e-02 +6.623536876804941853e-02 +2.626661374495413703e-01 +2.268916427256399970e-01 +1.909042636168523654e-01 +1.618671271004021306e-01 +1.393458176267063642e-01 +1.217371038074064604e-01 +1.077147098483208915e-01 +9.633175434970285556e-02 +8.692719781464225415e-02 +7.903570147189518946e-02 +7.232393745361795356e-02 +6.654840604801495751e-02 +2.627396178506178348e-01 +2.269448172698571020e-01 +1.909741027678509007e-01 +1.619660477471130122e-01 +1.394763507621451515e-01 +1.218977783920007218e-01 +1.079012617137924124e-01 +9.653829055900485512e-02 +8.714728581520744810e-02 +7.926318405641377685e-02 +7.255342636261891132e-02 +6.677550300467069433e-02 +2.627634543280826240e-01 +2.269727365450675272e-01 +1.910153666982108700e-01 +1.620255228971900774e-01 +1.395559789460476541e-01 +1.219972600300856524e-01 +1.080184526105847365e-01 +9.666981223238081677e-02 +8.728918138318600417e-02 +7.941146697233558704e-02 +7.270445717180207268e-02 +6.692619645782789395e-02 +2.627253001217511041e-01 +2.269779889726421807e-01 +1.910355251486100803e-01 +1.620555043621424718e-01 +1.395964985480536158e-01 +1.220483524492719518e-01 +1.080791902408226590e-01 +9.673856573067649012e-02 +8.736394406249291256e-02 +7.949014643496557508e-02 +7.278509020928528028e-02 +6.700707887642685934e-02 +2.627687748732356332e-01 +2.269875816612736408e-01 +1.910395735307497955e-01 +1.620608271489423491e-01 +1.396036975654551537e-01 +1.220574644004707721e-01 +1.080900636207603183e-01 +9.675091864554580257e-02 +8.737742128730213720e-02 +7.950437196735998802e-02 +7.279970711027441976e-02 +6.702177419433794081e-02 +2.627685669858025874e-01 +2.269802495761964189e-01 +1.910269019931171708e-01 +1.620422819628716260e-01 +1.395785865871205511e-01 +1.220257256739462753e-01 +1.080522440258990524e-01 +9.670801174837521941e-02 +8.733066809515654949e-02 +7.945507855441187595e-02 +7.274910782260253506e-02 +6.697094717574897382e-02 +2.627073680798603372e-01 +2.269516677701392537e-01 +1.909951600547389883e-01 +1.619969395666352729e-01 +1.395176148974782426e-01 +1.219491834057713497e-01 +1.079616464170026768e-01 +9.660587815091367658e-02 +8.722002559672596689e-02 +7.933903140332959625e-02 +7.263053052321499781e-02 +6.685230685813300933e-02 +2.627242392989864173e-01 +2.269224022434568611e-01 +1.909401157771295487e-01 +1.619174386663770615e-01 +1.394119191525288182e-01 +1.218181147238531908e-01 +1.078083680487237905e-01 +9.643503199963590622e-02 +8.703685241191276567e-02 +7.914867448700209362e-02 +7.243758573457112493e-02 +6.666059693638150263e-02 +2.626880310716629419e-01 +2.268631008928662096e-01 +1.908498182504661522e-01 +1.617899422800356812e-01 +1.392454054124407370e-01 +1.216153305541201879e-01 +1.075753485071748866e-01 +9.617952097904108877e-02 +8.676693085272874084e-02 +7.887181439891841062e-02 +7.216013518618373535e-02 +6.638759782602599024e-02 +2.625720714955706026e-01 +2.267568113980943934e-01 +1.907048559080806172e-01 +1.615905019684887034e-01 +1.389911779134796743e-01 +1.213131845297779066e-01 +1.072361458403266882e-01 +9.581545545779676654e-02 +8.638961772807467188e-02 +7.849122362024907318e-02 +7.178419075394007476e-02 +6.602219841307194192e-02 +2.624985975718396869e-01 +2.266017459629517949e-01 +1.904720629234720464e-01 +1.612781357448040687e-01 +1.386054242455349861e-01 +1.208688694533673336e-01 +1.067517493775845677e-01 +9.530911780372983144e-02 +8.587690707869663487e-02 +7.798432609196835619e-02 +7.129196362758000172e-02 +6.555062985229326289e-02 +2.623021345264468507e-01 +2.263252746896110279e-01 +1.900868495906502531e-01 +1.607821131926602531e-01 +1.380174405719244712e-01 +1.202176085067543920e-01 +1.060665642628214611e-01 +9.461498587172736952e-02 +8.519274778295601869e-02 +7.732323944833152662e-02 +7.066225563249914354e-02 +6.495698370658210818e-02 +2.618819034163311632e-01 +2.258216819625746274e-01 +1.894297479667402806e-01 +1.599797344975791569e-01 +1.371143444731041938e-01 +1.192638797326246586e-01 +1.051043144192601586e-01 +9.367445519710093649e-02 +8.429322332335446866e-02 +7.647557782137125171e-02 +6.987143563653297473e-02 +6.422414867002702865e-02 +2.611896486669237905e-01 +2.248975919302297066e-01 +1.882723059984099112e-01 +1.586587367192862363e-01 +1.357203594454612083e-01 +1.178726043892757286e-01 +1.037658941696108783e-01 +9.241673829698997256e-02 +8.312849872034454302e-02 +7.540650935824655399e-02 +6.889524503866578664e-02 +6.333527197711363854e-02 +2.596289298077951724e-01 +2.230469020173611594e-01 +1.861680253378205085e-01 +1.564623739808680136e-01 +1.335765818624225498e-01 +1.158663691843462989e-01 +1.019332031291229068e-01 +9.076413590442887480e-02 +8.164757447365153520e-02 +7.408249571931597999e-02 +6.771156926419420741e-02 +6.227575879632706035e-02 +2.559491823755895568e-01 +2.191757965253295359e-01 +1.822892383960733054e-01 +1.528403123460915780e-01 +1.303428574917522009e-01 +1.130411970728733562e-01 +9.948470410466521419e-02 +8.864387065270916410e-02 +7.980648398850213876e-02 +7.247676298124303140e-02 +6.630404621596987236e-02 +6.103565518223220965e-02 +2.471276182465075577e-01 +2.110568654469442140e-01 +1.753233503788622361e-01 +1.471010543636682710e-01 +1.256662336464661467e-01 +1.092164492145863836e-01 +9.632667435096370356e-02 +8.600669165629115653e-02 +7.757924519799858087e-02 +7.057579207622095840e-02 +6.466597294445618205e-02 +5.961204637277182222e-02 +2.273208543721834674e-01 +1.955852709473461792e-01 +1.639721503389912072e-01 +1.387378551404572780e-01 +1.193516017915663002e-01 +1.043191247412138534e-01 +9.243480442073259695e-02 +8.284785113516390798e-02 +7.496876577729973123e-02 +6.838517981773073462e-02 +6.280356239620359105e-02 +5.801092579946986322e-02 +1.955099266042938377e-01 +1.726559269965382837e-01 +1.484544696206462622e-01 +1.279719137440223087e-01 +1.115619582555331252e-01 +9.846161471437264723e-02 +8.788621546187383449e-02 +7.922104750196420908e-02 +7.201322522620486055e-02 +6.593268821027681303e-02 +6.073745431283137514e-02 +5.624796697147077529e-02 +1.574216348172037816e-01 +1.440847501177608958e-01 +1.284245687815807890e-01 +1.138238778039977472e-01 +1.012641610436633699e-01 +9.071955375841667113e-02 +8.189215588154055703e-02 +7.446132707262864692e-02 +6.815154898804956507e-02 +6.274211520599835834e-02 +5.806039725573463456e-02 +5.397210648752018280e-02 +1.187529885728260265e-01 +1.124922928359104873e-01 +1.042224586946426113e-01 +9.554710778917481495e-02 +8.733790714880186601e-02 +7.992500694553891782e-02 +7.336436929676394547e-02 +6.759886971810737111e-02 +6.253487787230260775e-02 +5.807485715715910574e-02 +5.412975737317092528e-02 +5.062262777926930524e-02 +8.586092850820685463e-02 +8.335098621631030491e-02 +7.969656888557499763e-02 +7.542099604390575807e-02 +7.094509748896050960e-02 +6.654154419017058175e-02 +6.235950426190159379e-02 +5.846618923892205749e-02 +5.488088243693510504e-02 +5.159725455862575888e-02 +4.859657689759348115e-02 +4.585510795922453919e-02 +6.067830494876044062e-02 +5.975458414076065261e-02 +5.832114115486213696e-02 +5.650506510568693852e-02 +5.443741566238907009e-02 +5.223294672457753918e-02 +4.998116979215756761e-02 +4.774598935594471377e-02 +4.556969415433560072e-02 +4.347814639793997488e-02 +4.148553674902262511e-02 +3.959814710044409075e-02 +5.309268462573119712e-02 +5.246069326769141339e-02 +5.146483902550001016e-02 +5.017710012750104670e-02 +4.867627061029213692e-02 +4.703663142148740289e-02 +4.532128606869925691e-02 +4.357982911660469166e-02 +4.184889065975105904e-02 +4.015408215630329736e-02 +3.851232613694474671e-02 +3.693402924984734437e-02 +7.075859427709882410e-02 +6.931384003987399456e-02 +6.712762292882533399e-02 +6.444486101569295300e-02 +6.149352306182336719e-02 +5.845082978659176670e-02 +5.543811980333403222e-02 +5.253024776231265958e-02 +4.976847422052576436e-02 +4.717174509353554146e-02 +4.474504816807669400e-02 +4.248510675333620062e-02 +9.057706985484391404e-02 +8.765023835991897494e-02 +8.345054112611545449e-02 +7.861661963088842353e-02 +7.363295384291818069e-02 +6.879433540974343175e-02 +6.425056569769105330e-02 +6.006097148666786345e-02 +5.623460452785383756e-02 +5.275514613432657346e-02 +4.959508512648144740e-02 +4.672334939497370387e-02 +1.102609761153336976e-01 +1.052015151729853437e-01 +9.833227255989218651e-02 +9.090856447721852585e-02 +8.369724267577502430e-02 +7.704646945404482195e-02 +7.106202959497191773e-02 +6.573412355035827825e-02 +6.100608874050109098e-02 +5.680745156109043986e-02 +5.306855171822749684e-02 +4.972628537947985927e-02 +1.272363239423321135e-01 +1.198285438865586278e-01 +1.102196008628423957e-01 +1.003464845398915339e-01 +9.118116433811014609e-02 +8.303594995680627089e-02 +7.591881537353610543e-02 +6.972764634952473284e-02 +6.433404208743805086e-02 +5.961515633204760717e-02 +5.546380567672482692e-02 +5.179002878644511226e-02 +1.416013849552506254e-01 +1.319613984872168855e-01 +1.198619703392244107e-01 +1.078698629709730350e-01 +9.708175102011624980e-02 +8.773030597460942936e-02 +7.971544617615076989e-02 +7.284758279618235022e-02 +6.693549373855714468e-02 +6.181259767766833502e-02 +5.734131069116574220e-02 +5.341033905900675893e-02 +1.532150642653973549e-01 +1.419119175216887740e-01 +1.279152892427055377e-01 +1.142684882830211218e-01 +1.021825644730655208e-01 +9.184552103945485546e-02 +8.308327211880874030e-02 +7.564285225719395711e-02 +6.928590478676781295e-02 +6.381215163742824659e-02 +5.906007497468302586e-02 +5.490127980259349588e-02 +1.610021224021369879e-01 +1.488799952187493947e-01 +1.338562440633598027e-01 +1.192168426612306015e-01 +1.062806076023304763e-01 +9.525175571015367937e-02 +8.593656960450757332e-02 +7.805503935189926634e-02 +7.134427747564786593e-02 +6.558425838790614415e-02 +6.059825549097301589e-02 +5.624634413635828251e-02 +1.655887318329784808e-01 +1.532313996126359323e-01 +1.378384267528463270e-01 +1.227568040842088593e-01 +1.093723163476794796e-01 +9.793081242427147115e-02 +8.825466389214986496e-02 +8.006518298517778520e-02 +7.309444910872325840e-02 +6.711551897725122340e-02 +6.194483885288570163e-02 +5.743647199584528407e-02 +1.681545977978647910e-01 +1.558057309098363485e-01 +1.403662083594952870e-01 +1.251624512372166709e-01 +1.115996521384291368e-01 +9.995452751164500549e-02 +9.007311177457411056e-02 +8.169013294206803333e-02 +7.454359501718986480e-02 +6.840810553182029297e-02 +6.309943686934459117e-02 +5.847000631313421792e-02 +1.695928340115776534e-01 +1.573152366687839143e-01 +1.419396722480671669e-01 +1.267549745863980615e-01 +1.131588874021035862e-01 +1.014402595244662669e-01 +9.146165629956677645e-02 +8.297134463235571189e-02 +7.571635962350067861e-02 +6.947659132608036137e-02 +6.407052211808594855e-02 +5.935168207060609324e-02 +1.704194529186156271e-01 +1.582131349957597299e-01 +1.429210291781438102e-01 +1.278007335456725069e-01 +1.142346475359463653e-01 +1.025115548287539036e-01 +9.250152186646720676e-02 +8.396184749636514955e-02 +7.664731122258799934e-02 +7.034351026218112202e-02 +6.487276140163036886e-02 +6.009098956905764566e-02 +1.709098523674974501e-01 +1.587597721511934401e-01 +1.435407707525523102e-01 +1.284891709169060647e-01 +1.149730093181455942e-01 +1.032760009683834634e-01 +9.326965507688496360e-02 +8.471573419833010321e-02 +7.737412038821740723e-02 +7.103496309134262054e-02 +6.552417612931786539e-02 +6.070032152801307923e-02 +1.712102429582098850e-01 +1.591007869550762066e-01 +1.439382605601381426e-01 +1.289454736200201790e-01 +1.154794580902126777e-01 +1.038179650058510123e-01 +9.383101093845430674e-02 +8.528172368682394866e-02 +7.793269842013410276e-02 +7.157711482996535757e-02 +6.604367283262706223e-02 +6.119324532569848929e-02 +1.713984995016862856e-01 +1.593176352687360187e-01 +1.441964875595265760e-01 +1.292496279595883868e-01 +1.158264604624716504e-01 +1.041995844182234121e-01 +9.423658508822574387e-02 +8.570030972125172730e-02 +7.835443116761457716e-02 +7.199386376840910540e-02 +6.644920570943280147e-02 +6.158310364520375169e-02 +1.715178845350747716e-01 +1.594567968018364146e-01 +1.443649516663626509e-01 +1.294520189521600473e-01 +1.160624056350374050e-01 +1.044648121938241414e-01 +9.452445643247657514e-02 +8.600325507532506630e-02 +7.866504004238304704e-02 +7.230556506278522366e-02 +6.675659336973327473e-02 +6.188200858792434339e-02 +1.715934874853866088e-01 +1.595453374670398605e-01 +1.444733123948409026e-01 +1.295841197681190660e-01 +1.162189451356572256e-01 +1.046437681465015590e-01 +9.472190964002634439e-02 +8.621427558037851602e-02 +7.888445525048787266e-02 +7.252851688929969065e-02 +6.697887149042611177e-02 +6.210019649220487742e-02 +1.716387499299632802e-01 +1.595987007712550976e-01 +1.445391864072609056e-01 +1.296652633718560210e-01 +1.163162231724918505e-01 +1.047563293257959965e-01 +9.484759621503235927e-02 +8.635012545199163836e-02 +7.902718367414536538e-02 +7.267490216994137997e-02 +6.712601474947862967e-02 +6.224566181407833326e-02 +1.716613409003002189e-01 +1.596256080544200262e-01 +1.445726369983771631e-01 +1.297067397318345250e-01 +1.163663066521005290e-01 +1.048147210888771413e-01 +9.491328859151801356e-02 +8.642164057851389747e-02 +7.910281908113740712e-02 +7.275293981844084545e-02 +6.720487137523241394e-02 +6.232397800108812475e-02 +1.716655476020446103e-01 +1.596304355535736463e-01 +1.445785828057819244e-01 +1.297141229060604362e-01 +1.163752481744536049e-01 +1.048251788405848844e-01 +9.492509096205116459e-02 +8.643452786147758082e-02 +7.911648699464803036e-02 +7.276707749976861483e-02 +6.721918943267025937e-02 +6.233822571291854076e-02 +1.716514841158183480e-01 +1.596137609594323048e-01 +1.445578587661971448e-01 +1.296883884900524309e-01 +1.163441157380390306e-01 +1.047888106681880843e-01 +9.488409567283768997e-02 +8.638981531345837905e-02 +7.906911631652241423e-02 +7.271812566583792103e-02 +6.716965518124799750e-02 +6.228897138115364884e-02 +1.716168311498609267e-01 +1.595729974005498375e-01 +1.445074635365743709e-01 +1.296261114341283327e-01 +1.162691739563033178e-01 +1.047017514912508829e-01 +9.478650260725893228e-02 +8.628393557768868072e-02 +7.895749103673646574e-02 +7.260328419664456578e-02 +6.705390191167079350e-02 +6.217426466106804051e-02 +1.715564492705116129e-01 +1.595018147337823322e-01 +1.444198865315395042e-01 +1.295187821623108859e-01 +1.161412498522473719e-01 +1.045546264459793345e-01 +9.462320634843199296e-02 +8.610843927662514830e-02 +7.877407444247000456e-02 +7.241605324607319760e-02 +6.686648183520402244e-02 +6.198964902249912146e-02 +1.714590261281705996e-01 +1.593879454879460478e-01 +1.442812839689883719e-01 +1.293510691574488447e-01 +1.159441672246606242e-01 +1.043312637631019779e-01 +9.437883664271395912e-02 +8.584935240798349798e-02 +7.850663324397967602e-02 +7.214605793990014337e-02 +6.659882689247877130e-02 +6.172820533224256806e-02 +1.713054616613286230e-01 +1.592103020601550456e-01 +1.440681420362099341e-01 +1.290976147473398283e-01 +1.156519820381749775e-01 +1.040065377162161103e-01 +9.403024250057194500e-02 +8.548623072631067465e-02 +7.813773808715820945e-02 +7.177886209145707685e-02 +6.623926044904301924e-02 +6.138067404386424175e-02 +1.710629075088468398e-01 +1.589327649339455362e-01 +1.437411923609219766e-01 +1.287176041241809843e-01 +1.152246166819368423e-01 +1.035432251725060954e-01 +9.354448315422289606e-02 +8.499105510305132727e-02 +7.764429764998470596e-02 +7.129590645922970205e-02 +6.577316213566034020e-02 +6.093572615826937239e-02 +1.706709891933260170e-01 +1.584919569831793051e-01 +1.432346735394309789e-01 +1.281459947644191522e-01 +1.146014797927168288e-01 +1.028879303617258600e-01 +9.287660263826681695e-02 +8.432729226821880641e-02 +7.699740848584218922e-02 +7.067478231465534888e-02 +6.518342805931820472e-02 +6.038047138787076135e-02 +1.700197591448202594e-01 +1.577758761206330684e-01 +1.424381552066788792e-01 +1.272801827405986297e-01 +1.136930788863869113e-01 +1.019666853876765450e-01 +9.196792070783398054e-02 +8.344974232760243860e-02 +7.616296500542439618e-02 +6.989012497444284377e-02 +6.445139357493576138e-02 +5.970129367845930513e-02 +1.689033149144741064e-01 +1.565841680106830058e-01 +1.411672312791902306e-01 +1.259619864238262499e-01 +1.123722016378281285e-01 +1.006820975757810183e-01 +9.074634446913346086e-02 +8.230617413617802303e-02 +7.510361838928963918e-02 +6.891544053710126072e-02 +6.355836825079419494e-02 +5.888507453877128706e-02 +1.669302123440895846e-01 +1.545610372317936521e-01 +1.391233627739373035e-01 +1.239599449341491910e-01 +1.104701497379938641e-01 +9.891609756396133046e-02 +8.913113688717339000e-02 +8.084201650557726326e-02 +7.378266321294668639e-02 +6.772608683193145906e-02 +6.248783699279550352e-02 +5.792078927539903027e-02 +1.633897784647894702e-01 +1.511131416066366917e-01 +1.358635460098054637e-01 +1.209707477044943552e-01 +1.077902385654813250e-01 +9.654463605443525109e-02 +8.704490155731092749e-02 +7.900907480047467124e-02 +7.217005483268842947e-02 +6.630333505603766553e-02 +6.122818381220224149e-02 +5.680133829041531662e-02 +1.571848564741488985e-01 +1.454162932674040454e-01 +1.308543932761060125e-01 +1.166799762927272638e-01 +1.041553879144572065e-01 +9.346968394727114826e-02 +8.443366850509072263e-02 +7.677779967708107944e-02 +7.024986437520648608e-02 +6.463893059680834996e-02 +5.977551961933089825e-02 +5.552533023236530529e-02 +1.472780780846733029e-01 +1.367872235325758301e-01 +1.237306556162323518e-01 +1.109166511316368176e-01 +9.949285265368536246e-02 +8.966412937520554238e-02 +8.129062446511303719e-02 +7.415000791135764602e-02 +6.802725036425272265e-02 +6.273901279447365031e-02 +5.813594578570809718e-02 +5.409842457525745191e-02 +1.339001129371167886e-01 +1.254595210436086905e-01 +1.146951709704133043e-01 +1.038362825626494984e-01 +9.391488880847112530e-02 +8.520759476125025489e-02 +7.767245409977467652e-02 +7.116658798319847046e-02 +6.553221241634865635e-02 +6.062599839167367305e-02 +5.632652387173561065e-02 +5.253384198563541829e-02 +1.166623798643494497e-01 +1.107377369714067916e-01 +1.028515947002752173e-01 +9.451064583834926924e-02 +8.656168389040919120e-02 +7.934318876252412223e-02 +7.292649457213200292e-02 +6.726812659681097317e-02 +6.228478080635258679e-02 +5.788631247561847049e-02 +5.398885924258857438e-02 +5.051909749900661967e-02 +9.573589340802746150e-02 +9.228460702271291949e-02 +8.741635289860562319e-02 +8.192085720616590350e-02 +7.635808873494075166e-02 +7.104167305695262280e-02 +6.611379229736327745e-02 +6.161803644187000689e-02 +5.754749286342419889e-02 +5.387223679740828913e-02 +5.055393230801479010e-02 +4.755314946676230531e-02 +7.429688261813924277e-02 +7.261900605155868771e-02 +7.010715962974420346e-02 +6.706533370025491436e-02 +6.376460770954360535e-02 +6.040538758858421398e-02 +5.711733596148271808e-02 +5.397518533877173480e-02 +5.101623229731391124e-02 +4.825422267166083745e-02 +4.568897130267838419e-02 +4.331257474011106223e-02 +5.524966084713894832e-02 +5.453561438733399436e-02 +5.341636821051376494e-02 +5.197917101473372575e-02 +5.031745908970159525e-02 +4.851701544639069191e-02 +4.664858727772850516e-02 +4.476601982350218029e-02 +4.290771513260872166e-02 +4.109947121716570756e-02 +3.935749822964071387e-02 +3.769105283733710510e-02 +4.668865965263029744e-02 +4.624783533780379291e-02 +4.554530262578562055e-02 +4.462272116233520491e-02 +4.352777440486858135e-02 +4.230797221216782422e-02 +4.100633800411009056e-02 +3.965917503048189269e-02 +3.829548104399405767e-02 +3.693739552379162600e-02 +3.560114907842951842e-02 +3.429815838820374219e-02 +5.892003748147039977e-02 +5.806193471125361411e-02 +5.672836346859214118e-02 +5.503479630303108328e-02 +5.310035267458361463e-02 +5.102985554765143705e-02 +4.890599396780055674e-02 +4.678887633639591120e-02 +4.471929481595968842e-02 +4.272306721239122612e-02 +4.081510699555002120e-02 +3.900273357749008823e-02 +7.079545099515492657e-02 +6.934692584078105959e-02 +6.715663864530058147e-02 +6.447115250809033749e-02 +6.151914008127522954e-02 +5.847774203910600932e-02 +5.546785422050549280e-02 +5.256382602244299984e-02 +4.980647956319785713e-02 +4.721441897852760722e-02 +4.479237835678184093e-02 +4.253689788867222321e-02 +8.094332937344300705e-02 +7.883878483860884412e-02 +7.573203034828232538e-02 +7.203560964430477664e-02 +6.809923634675282833e-02 +6.416509588968523359e-02 +6.037739024670193272e-02 +5.681008294740017700e-02 +5.349288192004179182e-02 +5.042987552336910401e-02 +4.761141034554146334e-02 +4.502119678552636561e-02 +8.867773486980670694e-02 +8.599181318221557624e-02 +8.209512247206321445e-02 +7.755708745004712135e-02 +7.283021559754021546e-02 +6.820256664843135641e-02 +6.382754080446557954e-02 +5.977086359911856078e-02 +5.604811407355300701e-02 +5.264881095538990335e-02 +4.955037189018036969e-02 +4.672574342020641841e-02 +9.484436051733068085e-02 +9.167278903336789631e-02 +8.712442913544327094e-02 +8.190234084164962902e-02 +7.654200402085101218e-02 +7.136500752477167864e-02 +6.652864302110481076e-02 +6.208967715848490165e-02 +5.805112614206863614e-02 +5.439032942764331774e-02 +5.107424110152231772e-02 +4.806726711875410757e-02 +1.001382727904767539e-01 +9.657691297149888221e-02 +9.150042554699246156e-02 +8.571713044412421212e-02 +7.983016010236582138e-02 +7.419042250223081836e-02 +6.896059893530845364e-02 +6.419185036849030246e-02 +5.987803574843018201e-02 +5.598717275109276609e-02 +5.247797603707186204e-02 +4.930798784309988608e-02 +1.043030963473395717e-01 +1.004857948290402980e-01 +9.505167446568477119e-02 +8.887375458444882192e-02 +8.260195010250996617e-02 +7.661186337688261072e-02 +7.107478216369714219e-02 +6.604162545122045647e-02 +6.150214434034438626e-02 +5.741907953614468207e-02 +5.374594715946753865e-02 +5.043565545645332937e-02 +1.073525757971142830e-01 +1.034004845509327447e-01 +9.776705469917587599e-02 +9.135387524913141100e-02 +8.483677350848675691e-02 +7.860956279631819976e-02 +7.285364104686554987e-02 +6.762401588281079234e-02 +6.291088969392324981e-02 +5.867559086282057162e-02 +5.486944663520939430e-02 +5.144299114663308109e-02 +1.094812058323437060e-01 +1.054760418094621149e-01 +9.975537738059132853e-02 +9.322653166739788833e-02 +8.657513737183034075e-02 +8.020568453789940488e-02 +7.430829416659301412e-02 +6.894375394193147377e-02 +6.410542137567599996e-02 +5.975591018012040706e-02 +5.584667158655278602e-02 +5.232771939129856470e-02 +1.109309108165724006e-01 +1.069166348468724437e-01 +1.011731735731975501e-01 +9.460312748679812478e-02 +8.789230218176039000e-02 +8.144937493410392415e-02 +7.547013158407631095e-02 +7.002055060907759476e-02 +6.509789158376014240e-02 +6.066732843558935578e-02 +5.668179090115096214e-02 +5.309200373360848518e-02 +1.119105011807555450e-01 +1.079062688260913061e-01 +1.021708082697929398e-01 +9.559909009040862271e-02 +8.887279449469911996e-02 +8.240054714746244957e-02 +7.638073219727095631e-02 +7.088287301485055036e-02 +6.590760346489576982e-02 +6.142281698784769067e-02 +5.738342038168876835e-02 +5.374146539743579476e-02 +1.125735098615418539e-01 +1.085853140858116378e-01 +1.028693851822710253e-01 +9.631352427117279014e-02 +8.959421490023679324e-02 +8.311793841512789272e-02 +7.708348421649398319e-02 +7.156223329057179172e-02 +6.655717249410213199e-02 +6.203845686402938847e-02 +5.796289559126435731e-02 +5.428401413418567495e-02 +1.130244956516968241e-01 +1.090523441807230154e-01 +1.033579198951072031e-01 +9.682335320855163519e-02 +9.012037076545177661e-02 +8.365266871455241671e-02 +7.761823029277967190e-02 +7.208904062275638125e-02 +6.706944375603011987e-02 +6.253119997087064341e-02 +5.843266419593826089e-02 +5.472869799588097467e-02 +1.133321992542388884e-01 +1.093737971064248776e-01 +1.036986980468638242e-01 +9.718490249110746382e-02 +9.050032725253409627e-02 +8.404601956097640381e-02 +7.801868325058684828e-02 +7.249016353020222569e-02 +6.746541581944585919e-02 +6.291719913781024243e-02 +5.880498672909459379e-02 +5.508471182259095517e-02 +1.135411103355993684e-01 +1.095935299291303927e-01 +1.039340915746295724e-01 +9.743793621864435539e-02 +9.077015888257068676e-02 +8.432962295219488535e-02 +7.831172857100647533e-02 +7.278784465602189391e-02 +6.776307641462495091e-02 +6.321072619617607025e-02 +5.909100402649825751e-02 +5.536062811054440203e-02 +1.136797208001917719e-01 +1.097400647959277525e-01 +1.040923165455349408e-01 +9.760972710742699121e-02 +9.095543338817962953e-02 +8.452667020215601235e-02 +7.851774230639675667e-02 +7.299947740366231896e-02 +6.797690285019011847e-02 +6.342357159372806474e-02 +5.930013884913622885e-02 +5.556385298595487021e-02 +1.137659180546402443e-01 +1.098315178839603251e-01 +1.041916206655539301e-01 +9.771831753016746447e-02 +9.107350206297215589e-02 +8.465332411323890638e-02 +7.865130382780007035e-02 +7.313782261701499976e-02 +6.811776563422128339e-02 +6.356477675943406069e-02 +5.943975505783721802e-02 +5.570027346665387680e-02 +1.138103291717334070e-01 +1.098787416937498929e-01 +1.042430770865400425e-01 +9.777483644880248514e-02 +9.113526750345804506e-02 +8.471993996315869968e-02 +7.872193669621393997e-02 +7.321137205848034235e-02 +6.819302447026144576e-02 +6.364055996867665210e-02 +5.951498919745234345e-02 +5.577404814481794204e-02 +1.138182610479163692e-01 +1.098871836257697132e-01 +1.042522889213085835e-01 +9.778497332399556374e-02 +9.114636892145043523e-02 +8.473194032886129101e-02 +7.873468987660407759e-02 +7.322468139317442337e-02 +6.820667160868432166e-02 +6.365432851450401885e-02 +5.952868148161385986e-02 +5.578749519118497702e-02 +1.137906482737479769e-01 +1.098578052709451719e-01 +1.042202486882132656e-01 +9.774974033941881413e-02 +9.110781449777695384e-02 +8.469029970735905688e-02 +7.869047546012539196e-02 +7.317857773482347450e-02 +6.815943527350787345e-02 +6.360670658277076117e-02 +5.948135421738664358e-02 +5.574104237663544958e-02 +1.137242192805430208e-01 +1.097872438474481599e-01 +1.041434901753251763e-01 +9.766560843769218903e-02 +9.101609567476830198e-02 +8.459163343851081041e-02 +7.858613179174966934e-02 +7.307019944616215124e-02 +6.804880044239236536e-02 +6.349554196066886647e-02 +5.937120910312097821e-02 +5.563321880678148701e-02 +1.136109152084623236e-01 +1.096672470981598785e-01 +1.040135576610703716e-01 +9.752403355386779493e-02 +9.086279099637663281e-02 +8.442789122598376439e-02 +7.841420740024691860e-02 +7.289286119775041650e-02 +6.786893957428813406e-02 +6.331588499331694542e-02 +5.919413818063715832e-02 +5.546068458885891617e-02 +1.134364329678298755e-01 +1.094832693712638749e-01 +1.038157057403314015e-01 +9.731031738202648718e-02 +9.063363479477991314e-02 +8.418565590705068269e-02 +7.816248302146858173e-02 +7.263576939494545415e-02 +6.761057937580548793e-02 +6.305996272271441327e-02 +5.894376646044221374e-02 +5.521831139008116784e-02 +1.131775797546477058e-01 +1.092119611005535618e-01 +1.035266319237124616e-01 +9.700168692342095444e-02 +9.030701229306291322e-02 +8.384506796508731097e-02 +7.781328705460235917e-02 +7.228365621101168204e-02 +6.726086931021332815e-02 +6.271720312983704304e-02 +5.861156772359307071e-02 +5.489934275801355845e-02 +1.127978966699644259e-01 +1.088171138401505394e-01 +1.031109530211085090e-01 +9.656446282460071084e-02 +8.985188551747373686e-02 +8.337846863059958369e-02 +7.734273742649938610e-02 +7.181646820190643044e-02 +6.680336927995929319e-02 +6.227440012100601829e-02 +5.818711763165441281e-02 +5.449567621910478971e-02 +1.122407901016454074e-01 +1.082435092892860273e-01 +1.025161514727948725e-01 +9.595030661233967806e-02 +8.922532719951926927e-02 +8.274902835153677416e-02 +7.672018576547406932e-02 +7.120934689903699044e-02 +6.621833763747161927e-02 +6.171614551290927064e-02 +5.765856556225606305e-02 +5.399831574547629687e-02 +1.114194412597598188e-01 +1.074083205980338046e-01 +1.016660863853266067e-01 +9.509198918684913515e-02 +8.837026902641102744e-02 +8.190996302481337588e-02 +7.590836323871726077e-02 +7.043326686119107116e-02 +6.548356262804397310e-02 +6.102567694762078832e-02 +5.701340912619896201e-02 +5.339803715879375134e-02 +1.102038687807638251e-01 +1.061909666323740120e-01 +1.004544562093387938e-01 +9.390025802471445304e-02 +8.721490866235953598e-02 +8.080546145762326771e-02 +7.486499745355547353e-02 +6.945680573951444614e-02 +6.457600326771131827e-02 +6.018627585846621220e-02 +5.623962905754376074e-02 +5.268628327946065643e-02 +1.084097844157270729e-01 +1.044262117141551843e-01 +9.874274722874117061e-02 +9.226554604308213892e-02 +8.567645333162757226e-02 +7.937500242766323821e-02 +7.354683121199122320e-02 +6.824950037126394087e-02 +6.347442478086545714e-02 +5.918326467510189037e-02 +5.532717299237973479e-02 +5.185625533968934303e-02 +1.058043015883659566e-01 +1.019134805804375876e-01 +9.637248361403766284e-02 +9.007093671032548321e-02 +8.367279546712198812e-02 +7.756276854411707500e-02 +7.191668809686851960e-02 +6.678692312244098594e-02 +6.216295787950192747e-02 +5.800647425433615861e-02 +5.426966136827507392e-02 +5.090409580107189275e-02 +1.021571692076303356e-01 +9.846380795655411411e-02 +9.320478851072125370e-02 +8.722263940103842927e-02 +8.114426170856665899e-02 +7.533234619034183399e-02 +6.995308706050797076e-02 +6.505687166674183064e-02 +6.063506869931329507e-02 +5.665280091698042531e-02 +5.306604987994728573e-02 +4.982998271634043325e-02 +9.735628710981704403e-02 +9.399393864093251449e-02 +8.918840627271064359e-02 +8.369475866038739165e-02 +7.808126552926245023e-02 +7.268320828980349979e-02 +6.765992895834690990e-02 +6.306506353071479609e-02 +5.889693806240937912e-02 +5.512824136746105608e-02 +5.172187658474940858e-02 +4.863890872785282815e-02 +9.153412666000226849e-02 +8.862219399101056716e-02 +8.442222593593863567e-02 +7.956587999421564639e-02 +7.454435023889820211e-02 +6.966134817945680846e-02 +6.507208450314737325e-02 +6.083808182933662934e-02 +5.696902879163545652e-02 +5.344873605465066957e-02 +5.024972072438937259e-02 +4.734093305160608917e-02 +8.389456363922787041e-02 +8.157105467219108452e-02 +7.816593313517074260e-02 +7.415048901539691983e-02 +6.991338196772835245e-02 +6.571456475269964181e-02 +6.170213969120544317e-02 +5.794723821571367423e-02 +5.447437055369645786e-02 +5.128216754252348797e-02 +4.835608706129349704e-02 +4.567574533698123135e-02 +7.352570614474504551e-02 +7.190744676351798481e-02 +6.947845727219986722e-02 +6.652746372108170325e-02 +6.331465971521868519e-02 +6.003479609618503354e-02 +5.681563847739416057e-02 +5.373207088813001381e-02 +5.082242529215454802e-02 +4.810173804838534933e-02 +4.557107914981241986e-02 +4.322365313677257320e-02 +6.112276909891584814e-02 +6.016385550110137787e-02 +5.868224877458942668e-02 +5.681472537445878684e-02 +5.469904051697031117e-02 +5.245305307654068300e-02 +5.016691269124570057e-02 +4.790399757989122903e-02 +4.570571648254323494e-02 +4.359704187989068419e-02 +4.159135949573623120e-02 +3.969423672290168376e-02 +4.824364261073096211e-02 +4.775672208883678660e-02 +4.698342642730821833e-02 +4.597269741931594988e-02 +4.477970818738846032e-02 +4.345843283079391106e-02 +4.205676165568170838e-02 +4.061423506514361126e-02 +3.916172239491858692e-02 +3.772222485603119596e-02 +3.631215512205976381e-02 +3.494269204705420517e-02 +3.916041828273237463e-02 +3.889249698320116494e-02 +3.846011132351793982e-02 +3.788231973459989937e-02 +3.718211892191427420e-02 +3.638396185319522219e-02 +3.551169942631431792e-02 +3.458715773605140070e-02 +3.362935070881398203e-02 +3.265420410631553194e-02 +3.167462861392384560e-02 +3.070079502272872463e-02 +4.672848428076904759e-02 +4.628815203182815030e-02 +4.558651257685706476e-02 +4.466528758678831035e-02 +4.357218505859794533e-02 +4.235468729646992697e-02 +4.105574421248481265e-02 +3.971155640808526205e-02 +3.835100748215262284e-02 +3.699612466847732734e-02 +3.566303653154269393e-02 +3.436307211809669360e-02 +5.315960909629863229e-02 +5.252809656513151432e-02 +5.153344385428659108e-02 +5.024798670661741185e-02 +4.875071268452490364e-02 +4.711587942701776083e-02 +4.540639352396419470e-02 +4.367155770669507026e-02 +4.194768433687253578e-02 +4.026008517350962435e-02 +3.862542273920635538e-02 +3.705389070889117398e-02 +5.807158476486741494e-02 +5.726796605591790573e-02 +5.601339069972516294e-02 +5.441121493919208463e-02 +5.257054019100167869e-02 +5.058969017911330718e-02 +4.854795657642546614e-02 +4.650411211373997600e-02 +4.449877079171348643e-02 +4.255815569822801042e-02 +4.069785540943320762e-02 +3.892597178509805272e-02 +6.156695316894553183e-02 +6.063123452545394337e-02 +5.917886961936651841e-02 +5.733842731072105042e-02 +5.524272516099641012e-02 +5.300825344846945425e-02 +5.072598903986903773e-02 +4.846090440217430684e-02 +4.625595287775313702e-02 +4.413732569873757283e-02 +4.211930011336403878e-02 +4.020808997658550238e-02 +6.431376012522303787e-02 +6.327349293681754083e-02 +6.166494885678853316e-02 +5.963690363746608492e-02 +5.734099038528038539e-02 +5.490792607569920658e-02 +5.243769101751982742e-02 +4.999992660793681210e-02 +4.763926062491325580e-02 +4.538175387699969199e-02 +4.324060048412627782e-02 +4.122051620153838192e-02 +6.677700140807224516e-02 +6.564761370399649354e-02 +6.390541778352745728e-02 +6.171597275800410481e-02 +5.924672682757733261e-02 +5.664055651919100431e-02 +5.400532644940975874e-02 +5.141493949594154456e-02 +4.891572705683291250e-02 +4.653387073400641616e-02 +4.428181788155883397e-02 +4.216313200601937844e-02 +6.889740507034540495e-02 +6.769891791986337726e-02 +6.585211731269235980e-02 +6.353475260283605874e-02 +6.092613492584993823e-02 +5.817866160142532578e-02 +5.540673580182506330e-02 +5.268811436886017274e-02 +5.007097436440165195e-02 +4.758201914928785609e-02 +4.523343214369116017e-02 +4.302809710873033849e-02 +7.065598681279490478e-02 +6.940898028182405921e-02 +6.748759031525591867e-02 +6.507712973316413796e-02 +6.236470599917146723e-02 +5.950944441887427022e-02 +5.663080114908500273e-02 +5.380988387269684120e-02 +5.109680880335922687e-02 +4.851918913158892455e-02 +4.608943598777643508e-02 +4.381024534680322269e-02 +7.206992337912392077e-02 +7.079224640024488202e-02 +6.882263237072734630e-02 +6.635017940686997739e-02 +6.356631104030961710e-02 +6.063433069147728532e-02 +5.767725097138184237e-02 +5.477889289498286129e-02 +5.199124298171309277e-02 +4.934306956344178263e-02 +4.684739441865125309e-02 +4.450714142868164580e-02 +7.317986365362404155e-02 +7.188504471142516394e-02 +6.988755623906632575e-02 +6.737770158725821246e-02 +6.454867729136834487e-02 +6.156592746014586531e-02 +5.855466766357364516e-02 +5.560071181834915638e-02 +5.275766941462958770e-02 +5.005551682019217935e-02 +4.750810109918315871e-02 +4.511885673135117986e-02 +7.403600666372496530e-02 +7.273320978533989734e-02 +7.072194668643061455e-02 +6.819224654319284984e-02 +6.533748160012303741e-02 +6.232380680131142936e-02 +5.927755237724743886e-02 +5.628582325381390611e-02 +5.340348862100825073e-02 +5.066162018362082436e-02 +4.807493898704355562e-02 +4.564752871400568762e-02 +7.468781738879079479e-02 +7.338264416618878183e-02 +7.136646610806400559e-02 +6.882835821479224570e-02 +6.596102536557997553e-02 +6.293046062906940130e-02 +5.986333583723803253e-02 +5.684745448202985912e-02 +5.393855491951885656e-02 +5.116859307692063485e-02 +4.855308966838797063e-02 +4.609679544678173257e-02 +7.517847892454322667e-02 +7.387398271711630160e-02 +7.185789882395554606e-02 +6.931815774193439417e-02 +6.644646437885794177e-02 +6.340820787430545558e-02 +6.032992450448221300e-02 +5.729968008327039619e-02 +5.437373595201072662e-02 +5.158469234256574110e-02 +4.894872793100615155e-02 +4.647119701305086475e-02 +7.554296818377492784e-02 +7.424053714354708622e-02 +7.222697079461937175e-02 +6.968912266671360711e-02 +6.681766709759597023e-02 +6.377723918660001268e-02 +6.069399910062892728e-02 +5.765599762826612018e-02 +5.471975516756753810e-02 +5.191829763461112968e-02 +4.926830053060853726e-02 +4.677561612108796507e-02 +7.580818334707790929e-02 +7.450818772871596607e-02 +7.249793678758890969e-02 +6.996338843389210416e-02 +6.709431254158174096e-02 +6.405461710644136386e-02 +6.097001337327686427e-02 +5.792839424834498457e-02 +5.498636539507905513e-02 +5.217720667961195380e-02 +4.951794139503919862e-02 +4.701480234123779633e-02 +7.599392904516533154e-02 +7.469614978042091180e-02 +7.268904290001823587e-02 +7.015788865402981800e-02 +6.729174771845802816e-02 +6.425392453343439780e-02 +6.116971649814183232e-02 +5.812681625520200318e-02 +5.518182038763424363e-02 +5.236814371996494771e-02 +4.970303541542524239e-02 +4.719299780744420220e-02 +7.611406954440842754e-02 +7.481796352759430280e-02 +7.281327959486896817e-02 +7.028484006130998607e-02 +6.742121487591916373e-02 +6.438527553908102163e-02 +6.130200430567161324e-02 +5.825891908232424393e-02 +5.531257374179310293e-02 +5.249644539151820249e-02 +4.982791671152167479e-02 +4.731366268590433272e-02 +7.617752344213692128e-02 +7.488238083255330246e-02 +7.287910679758019539e-02 +7.035227620970084528e-02 +6.749019006288303757e-02 +6.445547753305667926e-02 +6.137293855830670830e-02 +5.832998306988270570e-02 +5.538312908669250356e-02 +5.256587711380248523e-02 +4.989567508698110332e-02 +4.737928779297384541e-02 +7.618897478553865454e-02 +7.489401206016739476e-02 +7.289100233800867301e-02 +7.036447545436977369e-02 +6.750268316480591280e-02 +6.446820990351015412e-02 +6.138582150549404953e-02 +5.834290720429776561e-02 +5.539597749948070582e-02 +5.257853634958010308e-02 +4.990804302114084517e-02 +4.739127836507867064e-02 +7.614926647712691454e-02 +7.485368790508196979e-02 +7.284977464508030076e-02 +7.032221220949602669e-02 +6.745942217940613383e-02 +6.442414281191276293e-02 +6.134125661817753372e-02 +5.829822300362881571e-02 +5.535157715235575898e-02 +5.253481002440110736e-02 +4.986534099831629874e-02 +4.734989502503306191e-02 +7.605547242272270303e-02 +7.475852603686457265e-02 +7.275262077160513097e-02 +7.022280409302306126e-02 +6.735788836597578211e-02 +6.432096046740445883e-02 +6.123716118741660830e-02 +5.819409836840075401e-02 +5.524835065325763017e-02 +5.243336753709766651e-02 +4.976646806341251950e-02 +4.725424333817543343e-02 +7.590064881957417353e-02 +7.460170173123399640e-02 +7.259292724814103703e-02 +7.005995079014627758e-02 +6.719219683699262369e-02 +6.415328283066482062e-02 +6.106872479597226511e-02 +5.802632600710434796e-02 +5.508269561256706748e-02 +5.227118592224353627e-02 +4.960893513606524918e-02 +4.710231031084276265e-02 +7.567326455395162466e-02 +7.437192667286313119e-02 +7.235982363488827063e-02 +6.982338010867993050e-02 +6.695284220754207927e-02 +6.391250724497689328e-02 +6.082833471143358345e-02 +5.778831520970213742e-02 +5.484902388074720109e-02 +5.204361897651952479e-02 +4.938894950781172466e-02 +4.689105341987709341e-02 +7.535632598939265292e-02 +7.405266049061796918e-02 +7.203752537941343626e-02 +6.949834889974254581e-02 +6.662636397419705037e-02 +6.358662613391473373e-02 +6.050552059067263594e-02 +5.747113192793603526e-02 +5.453986524525834823e-02 +5.174453691583906501e-02 +4.910156893313665644e-02 +4.661655401875433591e-02 +7.492626999624683870e-02 +7.362114106712812356e-02 +7.160456630604050687e-02 +6.906510950647795632e-02 +6.619504451672406087e-02 +6.316012683242662462e-02 +6.008701057514347771e-02 +5.706366142200956781e-02 +5.414609148145515388e-02 +5.136657590857007100e-02 +4.874095114056791606e-02 +4.627425073565652469e-02 +7.435184370072288329e-02 +7.304745966436773652e-02 +7.103315106759668096e-02 +6.849856609529372808e-02 +6.563684497080093938e-02 +6.261414871398668369e-02 +5.955703817474580775e-02 +5.655299712687400504e-02 +5.365733285603769415e-02 +5.090154426704926460e-02 +4.830072675549351019e-02 +4.585926781744947139e-02 +7.359347533471553848e-02 +7.229416875166118361e-02 +7.028908139612037587e-02 +6.776852074830409800e-02 +6.492590933737756032e-02 +6.192715237341795548e-02 +5.889808310972508704e-02 +5.592517840505537713e-02 +5.306266320869984510e-02 +5.034102836131757602e-02 +4.777451681517288357e-02 +4.536684607442442729e-02 +7.260409441385184959e-02 +7.131730271602369775e-02 +6.933301429692460827e-02 +6.684111730190317457e-02 +6.403408836038460006e-02 +6.107641025379541289e-02 +5.809224066120623198e-02 +5.516638793644883243e-02 +5.235160849079713297e-02 +4.967721891886399399e-02 +4.715659639598208247e-02 +4.479286842582062139e-02 +7.133285274030981560e-02 +7.007007768800710412e-02 +6.812405679750545284e-02 +6.568220411035050055e-02 +6.293394768406192219e-02 +6.004058216936940251e-02 +5.712334426772388424e-02 +5.426464858571553029e-02 +5.151547291522365346e-02 +4.890393125880593272e-02 +4.644267159851334786e-02 +4.413444820349717718e-02 +6.973323230527586625e-02 +6.851046941773916710e-02 +6.662652345438181689e-02 +6.426308388189762300e-02 +6.160345110601186253e-02 +5.880338929336939580e-02 +5.597976346051979080e-02 +5.321190880464607420e-02 +5.054887155689860578e-02 +4.801772281348199584e-02 +4.563069195490298408e-02 +4.339052005756806329e-02 +6.777569053830283241e-02 +6.661260439909012787e-02 +6.481955569875127998e-02 +6.256818536791616814e-02 +6.003179527527448961e-02 +5.735789210405725647e-02 +5.465746012861380509e-02 +5.200619071162132512e-02 +4.945122750599385830e-02 +4.701893430871290080e-02 +4.472157620674518247e-02 +4.256234865442322379e-02 +6.546174776899360559e-02 +6.437910197920303224e-02 +6.270711283188369622e-02 +6.060262782900420475e-02 +5.822484370980202106e-02 +5.571024830777149967e-02 +5.316252361299647622e-02 +5.065327684377282647e-02 +4.822788839886875401e-02 +4.591242978097784949e-02 +4.371970564185274216e-02 +4.165386049540176910e-02 +6.283284570867213314e-02 +6.184861186780021142e-02 +6.032379767801050036e-02 +5.839637251263898182e-02 +5.620790108319771716e-02 +5.388147999061194959e-02 +5.151225863208890032e-02 +4.916736439388930818e-02 +4.689051352629260150e-02 +4.470782289444097390e-02 +4.263305502181330420e-02 +4.067171877452403078e-02 +5.941188206301972752e-02 +5.855784072478799340e-02 +5.722771091660120574e-02 +5.553442796606507942e-02 +5.359613139337562199e-02 +5.151809635454471237e-02 +4.938410992837639207e-02 +4.725534910367997637e-02 +4.517335186201910935e-02 +4.316435030749282004e-02 +4.124344451671158041e-02 +3.941802081069652186e-02 +5.450294477582107167e-02 +5.382538409213295794e-02 +5.276102633364262301e-02 +5.139036911887084891e-02 +4.980038926079835560e-02 +4.807180097452244671e-02 +4.627197270476223617e-02 +4.445284239526393899e-02 +4.265196990793532900e-02 +4.089498805830306394e-02 +3.919832637109176010e-02 +3.757165272233022046e-02 +4.795653503426231673e-02 +4.748151292847183069e-02 +4.672647470503157180e-02 +4.573848209874182419e-02 +4.457078595544595317e-02 +4.327571044321290583e-02 +4.189990650903317737e-02 +4.048208511631384149e-02 +3.905262341821759409e-02 +3.763427651092649678e-02 +3.624337582407974323e-02 +3.489112206216193890e-02 +4.015961204151970165e-02 +3.987095888916376146e-02 +3.940598438101306639e-02 +3.878625546259417689e-02 +3.803757632692044560e-02 +3.718710165818435442e-02 +3.626100766845256201e-02 +3.528294628453303855e-02 +3.427324977341756479e-02 +3.324871501092230286e-02 +3.222276496743199659e-02 +3.120581428319695386e-02 diff --git a/simpegPF/MagAnalytics.py b/simpegPF/MagAnalytics.py index 32284adb..bea7d508 100644 --- a/simpegPF/MagAnalytics.py +++ b/simpegPF/MagAnalytics.py @@ -15,11 +15,11 @@ def spheremodel(mesh, x0, y0, z0, r): -def MagSphereAnaFun(x, y, z, R, x0, y0, z0, mu1, mu2, H0, flag): +def MagSphereAnaFun(x, y, z, R, x0, y0, z0, mu1, mu2, H0, flag='total'): """ test Analytic function for Magnetics problem. The set up here is - magnetic sphere in whole-space. + magnetic sphere in whole-space assuming that the inducing field is oriented in the x-direction. * (x0,y0,z0) * (x0, y0, z0 ): is the center location of sphere @@ -31,6 +31,8 @@ def MagSphereAnaFun(x, y, z, R, x0, y0, z0, mu1, mu2, H0, flag): """ + print H0 + if (~np.size(x)==np.size(y)==np.size(z)): print "Specify same size of x, y, z" return @@ -47,7 +49,7 @@ def MagSphereAnaFun(x, y, z, R, x0, y0, z0, mu1, mu2, H0, flag): # Inside of the sphere rf2 = 3*mu1/(mu2+2*mu1) - if (flag == 'total'): + if flag is 'total' and any(ind): Bx[ind] = mu2*H0*(rf2) elif (flag == 'secondary'): Bx[ind] = mu2*H0*(rf2)-mu1*H0 @@ -57,12 +59,12 @@ def MagSphereAnaFun(x, y, z, R, x0, y0, z0, mu1, mu2, H0, flag): # Outside of the sphere rf1 = (mu2-mu1)/(mu2+2*mu1) if (flag == 'total'): - Bx[~ind] = mu1*(H0+H0/r[~ind]**5*(R**3)*rf1*(2*x[~ind]**2-y[~ind]**2-z[~ind]**2)) + Bx[~ind] = mu1*(H0+H0/r[~ind]**5*(R**3)*rf1*(2*(x[~ind]-x0)**2-(y[~ind]-y0)**2-(z[~ind]-z0)**2)) elif (flag == 'secondary'): - Bx[~ind] = mu1*(H0/r[~ind]**5*(R**3)*rf1*(2*x[~ind]**2-y[~ind]**2-z[~ind]**2)) + Bx[~ind] = mu1*(H0/r[~ind]**5*(R**3)*rf1*(2*(x[~ind]-x0)**2-(y[~ind]-y0)**2-(z[~ind]-z0)**2)) - By[~ind] = mu1*(H0/r[~ind]**5*(R**3)*rf1*(3*x[~ind]*y[~ind])) - Bz[~ind] = mu1*(H0/r[~ind]**5*(R**3)*rf1*(3*x[~ind]*z[~ind])) + By[~ind] = mu1*(H0/r[~ind]**5*(R**3)*rf1*(3*(x[~ind]-x0)*(y[~ind]-y0))) + Bz[~ind] = mu1*(H0/r[~ind]**5*(R**3)*rf1*(3*(x[~ind]-x0)*(z[~ind]-z0))) return np.reshape(Bx, x.shape, order='F'), np.reshape(By, x.shape, order='F'), np.reshape(Bz, x.shape, order='F') @@ -190,6 +192,53 @@ def IDTtoxyz(Inc, Dec, Btot): return np.r_[Bx, By, Bz] +def MagSphereFreeSpace(x, y, z, R, xc, yc, zc, chi, Bo): + """ + Computing boundary condition using Congrous sphere method. + This is designed for secondary field formulation. + >> Input + mesh: Mesh class + Bo: np.array([Box, Boy, Boz]): Primary magnetic flux + Chi: susceptibility at cell volume + + .. math:: + + \\vec{B}(r) = \\frac{\mu_0}{4\pi}\\frac{m}{\| \\vec{r}-\\vec{r}_0\|^3}[3\hat{m}\cdot\hat{r}-\hat{m}] + + """ + if (~np.size(x)==np.size(y)==np.size(z)): + print "Specify same size of x, y, z" + return + + x = Utils.mkvc(x) + y = Utils.mkvc(y) + z = Utils.mkvc(z) + + nobs = len(x) + + Bot = np.sqrt(sum(Bo**2)) + + mx = np.ones([nobs]) * Bo[0,0] * R**3 / 3. * chi + my = np.ones([nobs]) * Bo[0,1] * R**3 / 3. * chi + mz = np.ones([nobs]) * Bo[0,2] * R**3 / 3. * chi + + M = np.c_[mx, my, mz] + + rx = (x - xc) + ry = (y - yc) + rz = (zc - z) + + rvec = np.c_[rx, ry, rz] + r = np.sqrt((rx)**2+(ry)**2+(rz)**2 ) + + B = -Utils.sdiag(1./r**3)*M + Utils.sdiag((3 * np.sum(M*rvec,axis=1))/r**5)*rvec + + Bx = B[:,0] + By = B[:,1] + Bz = B[:,2] + + return Bx, By, Bz + if __name__ == '__main__': hxind = [(0,25,1.3),(21, 12.5),(0,25,1.3)] diff --git a/simpegPF/MagSurveyIE.py b/simpegPF/MagSurveyIE.py new file mode 100644 index 00000000..f0a0a678 --- /dev/null +++ b/simpegPF/MagSurveyIE.py @@ -0,0 +1,18 @@ +from BaseMag import BaseMagSurvey + +class MagSurveyIE(BaseMagSurvey): + """Base Magnetics Survey""" + + rxLoc = None #: receiver locations + rxType = None #: receiver type + + def __init__(self, **kwargs): + Survey.BaseSurvey.__init__(self, **kwargs) + + def setBackgroundField(self, Inc, Dec, Btot): + + Bx = Btot*np.cos(Inc/180.*np.pi)*np.sin(Dec/180.*np.pi) + By = Btot*np.cos(Inc/180.*np.pi)*np.cos(Dec/180.*np.pi) + Bz = -Btot*np.sin(Inc/180.*np.pi) + + self.B0 = np.r_[Bx,By,Bz] \ No newline at end of file diff --git a/simpegPF/Magnetics.py b/simpegPF/Magnetics.py index 9d8589e9..efe91ce1 100644 --- a/simpegPF/Magnetics.py +++ b/simpegPF/Magnetics.py @@ -3,6 +3,25 @@ import BaseMag from scipy.constants import mu_0 from MagAnalytics import spheremodel, CongruousMagBC +class MagneticIntegral(Problem.BaseProblem): + + surveyPair = Survey.LinearSurvey + + def __init__(self, mesh, G, mapping=None, **kwargs): + Problem.BaseProblem.__init__(self, mesh, mapping=mapping, **kwargs) + self.G = G + def fields(self, m): + + return self.G.dot(self.mapping*(m)) + + def Jvec(self, m, v, u=None): + dmudm = self.mapping.deriv(m) + return self.G.dot(dmudm*v) + + def Jtvec(self, m, v, u=None): + dmudm = self.mapping.deriv(m) + return dmudm.T * (self.G.T.dot(v)) + class MagneticsDiffSecondary(Problem.BaseProblem): @@ -55,7 +74,7 @@ class MagneticsDiffSecondary(Problem.BaseProblem): .. math :: \mathbf{rhs} = \Div(\MfMui)^{-1}\mathbf{M}^f_{\mu_0^{-1}}\mathbf{B}_0 - \Div\mathbf{B}_0+\diag(v)\mathbf{D} \mathbf{P}_{out}^T \mathbf{B}_{sBC} - + """ B0 = self.getB0() Dface = self.mesh.faceDiv @@ -64,13 +83,13 @@ class MagneticsDiffSecondary(Problem.BaseProblem): mu = self.mapping*m chi = mu/mu_0-1 - + #temporary fix Bbc, Bbc_const = CongruousMagBC(self.mesh, self.survey.B0, chi) self.Bbc = Bbc self.Bbc_const = Bbc_const # return self._Div*self.MfMuI*self.MfMu0*B0 - self._Div*B0 + Mc*Dface*self._Pout.T*Bbc - return self._Div*self.MfMuI*self.MfMu0*B0 - self._Div*B0 + return self._Div*self.MfMuI*self.MfMu0*B0 - self._Div*B0 def getA(self, m): """ @@ -405,11 +424,628 @@ if __name__ == '__main__': # plt.show() +def Intgrl_Fwr_Data(mesh,B,M,rxLoc,model,actv,flag): + """ + Forward model magnetic data using integral equation + + INPUT: + mesh = SimPEG.TensorMesh + B = Inducing field parameter [Binc, Bdecl, B0] + M = Magnetization matrix [Minc, Mdecl] -90:90, 0:360 + rxLox = Observation location informat [obsx, obsy, obsz] + model = Model associated with mesh + actv = Active cells from topo (from getActiveTopo) + flag = Data type "tmi" | "xyz" + + OUTPUT: + dobs =Observation array in format [obsx, obsy, obsz, data] + + Created on Oct 7, 2015 + + @author: dominiquef + """ + + if actv.dtype=='bool': + inds = np.asarray([inds for inds, elem in enumerate(actv, 1) if elem], dtype = int) - 1 + else: + inds = actv + + nC = len(inds) + + P = sp.csr_matrix((np.ones(nC),(inds, range(nC))), shape=(mesh.nC, nC)) + + xn = mesh.vectorNx; + yn = mesh.vectorNy; + zn = mesh.vectorNz; + + yn2,xn2,zn2 = np.meshgrid(yn[1:], xn[1:], zn[1:]) + yn1,xn1,zn1 = np.meshgrid(yn[0:-1], xn[0:-1], zn[0:-1]) + + Yn = P.T*np.c_[mkvc(yn1), mkvc(yn2)] + Xn = P.T*np.c_[mkvc(xn1), mkvc(xn2)] + Zn = P.T*np.c_[mkvc(zn1), mkvc(zn2)] + + nC = len(inds) + + ndata = rxLoc.shape[0] + + # Convert declination from north to cartesian + Md = (450.-float(M[1]))%360. + + # Create magnetization matrix + mx = np.cos(np.deg2rad(M[0])) * np.cos(np.deg2rad(Md)) + my = np.cos(np.deg2rad(M[0])) * np.sin(np.deg2rad(Md)) + mz = np.sin(np.deg2rad(M[0])) + + Mx = Utils.sdiag(np.ones([nC])*mx*B[2]) + My = Utils.sdiag(np.ones([nC])*my*B[2]) + Mz = Utils.sdiag(np.ones([nC])*mz*B[2]) + + #matplotlib.pyplot.spy(scipy.sparse.csr_matrix(Mx)) + #plt.show() + Mxyz = sp.vstack((Mx,My,Mz)); + + #%% Create TMI projector + + # Convert Bdecination from north to cartesian + D = (450.-float(B[1]))%360. + + + if flag=='tmi': + Ptmi = mkvc(np.r_[np.cos(np.deg2rad(B[0]))*np.cos(np.deg2rad(D)),np.cos(np.deg2rad(B[0]))*np.sin(np.deg2rad(D)),np.sin(np.deg2rad(B[0]))],2).T; + d = np.zeros(ndata) + + elif flag=='xyz': + d = np.zeros(int(3*ndata)) + + # Loop through all observations and create forward operator (ndata-by-nC) + print "Begin forward modeling " +str(int(ndata)) + " data points..." + + # Add counter to dsiplay progress. + count = -1 + + for ii in range(ndata): + + tx, ty, tz = get_T_mat(Xn,Yn,Zn,rxLoc[ii,:]) + Gxyz = np.vstack((tx,ty,tz))*Mxyz + + # Remove non-active cells + if flag=='xyz': + d[ii::ndata] = mkvc(Gxyz.dot(P.T*model)) + + elif flag=='tmi': + d[ii] = Ptmi.dot(Gxyz.dot(P.T*model)) + + # Display progress + count = progress(ii,count,ndata) + + + print "Done 100% ...forward modeling completed!!\n" + + return d + + +def Intrgl_Fwr_Op(mesh,B,M,rxLoc,actv,flag): + """ + + Magnetic forward operator in integral form + + INPUT: + mesh = Mesh in SimPEG format + B = Inducing field parameter [Binc, Bdecl, B0] + M = Magnetization information + [OPTIONS] + 1- [Minc, Mdecl] : Assumes uniform magnetization orientation + 2- [mx1,mx2,..., my1,...,mz1] : cell-based defined magnetization direction + 3- diag(M): Block diagonal matrix with [Mx, My, Mz] along the diagonal + + rxLox = Observation location informat [obsx, obsy, obsz] + + flag = 'tmi' | 'xyz' | 'full' + [OPTIONS] + 1- tmi : Magnetization direction used and data are projected onto the + inducing field direction F.shape([ndata, nc]) + + 2- xyz : Magnetization direction used and data are given in 3-components + F.shape([3*ndata, nc]) + + 3- full: Full tensor matrix stored with shape([3*ndata, 3*nc]) + + OUTPUT: + F = Linear forward modeling operation + + Created on Dec, 20th 2015 + + @author: dominiquef + + """ + # Find non-zero cells + #inds = np.nonzero(actv)[0] + if actv.dtype=='bool': + inds = np.asarray([inds for inds, elem in enumerate(actv, 1) if elem], dtype = int) - 1 + else: + inds = actv + + nC = len(inds) + + # Create active cell projector + P = sp.csr_matrix((np.ones(nC),(inds, range(nC))), + shape=(mesh.nC, nC)) + + # Create vectors of nodal location (lower and upper coners for each cell) + xn = mesh.vectorNx; + yn = mesh.vectorNy; + zn = mesh.vectorNz; + + yn2,xn2,zn2 = np.meshgrid(yn[1:], xn[1:], zn[1:]) + yn1,xn1,zn1 = np.meshgrid(yn[0:-1], xn[0:-1], zn[0:-1]) + + Yn = P.T*np.c_[mkvc(yn1), mkvc(yn2)] + Xn = P.T*np.c_[mkvc(xn1), mkvc(xn2)] + Zn = P.T*np.c_[mkvc(zn1), mkvc(zn2)] + + ndata = rxLoc.shape[0] + + # Convert Bdecination from north to cartesian + D = (450.-float(B[1]))%360. + + + # Pre-allocate space and create magnetization matrix if required + if (flag=='tmi') | (flag == 'xyz'): + # If assumes uniform magnetization direction + if M.shape != (nC,3): + + print 'Magnetization vector must be Nc x 3' + return + + + Mx = Utils.sdiag(M[:,0]*B[2]) + My = Utils.sdiag(M[:,1]*B[2]) + Mz = Utils.sdiag(M[:,2]*B[2]) + + Mxyz = sp.vstack((Mx,My,Mz)) + if flag == 'tmi': + F = np.zeros((ndata, nC)) + + # Projection matrix + Ptmi = mkvc(np.r_[np.cos(np.deg2rad(B[0]))*np.cos(np.deg2rad(D)), + np.cos(np.deg2rad(B[0]))*np.sin(np.deg2rad(D)), + np.sin(np.deg2rad(B[0]))],2).T; + + elif flag == 'xyz': + + F = np.zeros((int(3*ndata), nC)) + + elif flag == 'full': + F = np.zeros((int(3*ndata), int(3*nC))) + + + else: + print """Flag must be either 'tmi' | 'xyz' | 'full', please revised""" + return + + + # Loop through all observations and create forward operator (ndata-by-nC) + print "Begin calculation of forward operator: " + flag + + # Add counter to dsiplay progress. Good for large problems + count = -1; + for ii in range(ndata): + + + tx, ty, tz = get_T_mat(Xn,Yn,Zn,rxLoc[ii,:]) + + if flag=='tmi': + F[ii,:] = Ptmi.dot(np.vstack((tx,ty,tz)))*Mxyz + + elif flag == 'xyz': + F[ii,:] = tx*Mxyz + F[ii+ndata,:] = ty*Mxyz + F[ii+2*ndata,:] = tz*Mxyz + + elif flag == 'full': + F[ii,:] = tx + F[ii+ndata,:] = ty + F[ii+2*ndata,:] = tz + + + # Display progress + count = progress(ii,count,ndata) + + print "Done 100% ...forward operator completed!!\n" + + return F + +def get_T_mat(Xn,Yn,Zn,rxLoc): + """ + Load in the active nodes of a tensor mesh and computes the magnetic tensor + for a given observation location rxLoc[obsx, obsy, obsz] + + INPUT: + Xn, Yn, Zn: Node location matrix for the lower and upper most corners of + all cells in the mesh shape[nC,2] + M + OUTPUT: + Tx = [Txx Txy Txz] + Ty = [Tyx Tyy Tyz] + Tz = [Tzx Tzy Tzz] + + where each elements have dimension 1-by-nC. + Only the upper half 5 elements have to be computed since symetric. + Currently done as for-loops but will eventually be changed to vector + indexing, once the topography has been figured out. + + Created on Oct, 20th 2015 + + @author: dominiquef + + """ + + eps = 1e-10 # add a small value to the locations to avoid /0 + + nC = Xn.shape[0] + + # Pre-allocate space for 1D array + Tx = np.zeros((1,3*nC)) + Ty = np.zeros((1,3*nC)) + Tz = np.zeros((1,3*nC)) + + + dz2 = rxLoc[2] - Zn[:,0] + eps + dz1 = rxLoc[2] - Zn[:,1] + eps + + dy2 = Yn[:,1] - rxLoc[1] + eps + dy1 = Yn[:,0] - rxLoc[1] + eps + + dx2 = Xn[:,1] - rxLoc[0] + eps + dx1 = Xn[:,0] - rxLoc[0] + eps + + + R1 = ( dy2**2 + dx2**2 ) + R2 = ( dy2**2 + dx1**2 ) + R3 = ( dy1**2 + dx2**2 ) + R4 = ( dy1**2 + dx1**2 ) + + + arg1 = np.sqrt( dz2**2 + R2 ) + arg2 = np.sqrt( dz2**2 + R1 ) + arg3 = np.sqrt( dz1**2 + R1 ) + arg4 = np.sqrt( dz1**2 + R2 ) + arg5 = np.sqrt( dz2**2 + R3 ) + arg6 = np.sqrt( dz2**2 + R4 ) + arg7 = np.sqrt( dz1**2 + R4 ) + arg8 = np.sqrt( dz1**2 + R3 ) + Tx[0,0:nC] = np.arctan2( dy1 * dz2 , ( dx2 * arg5 ) ) +\ + - np.arctan2( dy2 * dz2 , ( dx2 * arg2 ) ) +\ + np.arctan2( dy2 * dz1 , ( dx2 * arg3 ) ) +\ + - np.arctan2( dy1 * dz1 , ( dx2 * arg8 ) ) +\ + np.arctan2( dy2 * dz2 , ( dx1 * arg1 ) ) +\ + - np.arctan2( dy1 * dz2 , ( dx1 * arg6 ) ) +\ + np.arctan2( dy1 * dz1 , ( dx1 * arg7 ) ) +\ + - np.arctan2( dy2 * dz1 , ( dx1 * arg4 ) ); + Ty[0,0:nC] = np.log( ( dz2 + arg2 ) / (dz1 + arg3 ) ) +\ + -np.log( ( dz2 + arg1 ) / (dz1 + arg4 ) ) +\ + np.log( ( dz2 + arg6 ) / (dz1 + arg7 ) ) +\ + -np.log( ( dz2 + arg5 ) / (dz1 + arg8 ) ); + + Ty[0,nC:2*nC] = np.arctan2( dx1 * dz2 , ( dy2 * arg1 ) ) +\ + - np.arctan2( dx2 * dz2 , ( dy2 * arg2 ) ) +\ + np.arctan2( dx2 * dz1 , ( dy2 * arg3 ) ) +\ + - np.arctan2( dx1 * dz1 , ( dy2 * arg4 ) ) +\ + np.arctan2( dx2 * dz2 , ( dy1 * arg5 ) ) +\ + - np.arctan2( dx1 * dz2 , ( dy1 * arg6 ) ) +\ + np.arctan2( dx1 * dz1 , ( dy1 * arg7 ) ) +\ + - np.arctan2( dx2 * dz1 , ( dy1 * arg8 ) ); + + R1 = (dy2**2 + dz1**2); + R2 = (dy2**2 + dz2**2); + R3 = (dy1**2 + dz1**2); + R4 = (dy1**2 + dz2**2); + + Ty[0,2*nC:] = np.log( ( dx1 + np.sqrt( dx1**2 + R1 ) ) / (dx2 + np.sqrt( dx2**2 + R1 ) ) ) +\ + -np.log( ( dx1 + np.sqrt( dx1**2 + R2 ) ) / (dx2 + np.sqrt( dx2**2 + R2 ) ) ) +\ + np.log( ( dx1 + np.sqrt( dx1**2 + R4 ) ) / (dx2 + np.sqrt( dx2**2 + R4 ) ) ) +\ + -np.log( ( dx1 + np.sqrt( dx1**2 + R3 ) ) / (dx2 + np.sqrt( dx2**2 + R3 ) ) ); + + R1 = (dx2**2 + dz1**2); + R2 = (dx2**2 + dz2**2); + R3 = (dx1**2 + dz1**2); + R4 = (dx1**2 + dz2**2); + + Tx[0,2*nC:] = np.log( ( dy1 + np.sqrt( dy1**2 + R1 ) ) / (dy2 + np.sqrt( dy2**2 + R1 ) ) ) +\ + -np.log( ( dy1 + np.sqrt( dy1**2 + R2 ) ) / (dy2 + np.sqrt( dy2**2 + R2 ) ) ) +\ + np.log( ( dy1 + np.sqrt( dy1**2 + R4 ) ) / (dy2 + np.sqrt( dy2**2 + R4 ) ) ) +\ + -np.log( ( dy1 + np.sqrt( dy1**2 + R3 ) ) / (dy2 + np.sqrt( dy2**2 + R3 ) ) ); + + Tz[0,2*nC:] = -( Ty[0,nC:2*nC] + Tx[0,0:nC] ); + Tz[0,nC:2*nC] = Ty[0,2*nC:]; + Tx[0,nC:2*nC] = Ty[0,0:nC]; + Tz[0,0:nC] = Tx[0,2*nC:]; + + + + Tx = Tx/(4*np.pi); + Ty = Ty/(4*np.pi); + Tz = Tz/(4*np.pi); + + + return Tx,Ty,Tz + +def progress(iter,prog,final): + """ + progress(iter,prog,final) + + Function measuring the progress of a process and print to screen the %. + Useful to estimate the remaining runtime of a large problem. + + Created on Dec, 20th 2015 + + @author: dominiquef + """ + arg = np.floor(float(iter)/float(final)*10.); + + if arg > prog: + + strg = "Done " + str(arg*10) + " %" + print strg + prog = arg; + + return prog + +def dipazm_2_xyz(dip,azm_N): + """ + dipazm_2_xyz(dip,azm_N) + + Function converting degree angles for dip and azimuth from north to a + 3-components in cartesian coordinates. + + INPUT + dip : Value or vector of dip from horizontal in DEGREE + azm_N : Value or vector of azimuth from north in DEGREE + + OUTPUT + M : [n-by-3] Array of xyz components of a unit vector in cartesian + + Created on Dec, 20th 2015 + + @author: dominiquef + """ + nC = len(azm_N) + + M = np.zeros((nC,3)) + + # Modify azimuth from North to Cartesian-X + azm_X = (450.- azm_N) % 360. + + D = np.deg2rad(dip) + I = np.deg2rad(azm_X) + + M[:,0] = np.cos(D) * np.cos(I) ; + M[:,1] = np.cos(D) * np.sin(I) ; + M[:,2] = np.sin(D) ; + + return M + +def get_dist_wgt(mesh,rxLoc,actv,R,R0): + """ + get_dist_wgt(xn,yn,zn,rxLoc,R,R0) + + Function creating a distance weighting function required for the magnetic + inverse problem. + + INPUT + xn, yn, zn : Node location + rxLoc : Observation locations [obsx, obsy, obsz] + actv : Active cell vector [0:air , 1: ground] + R : Decay factor (mag=3, grav =2) + R0 : Small factor added (default=dx/4) + + OUTPUT + wr : [nC] Vector of distance weighting + + Created on Dec, 20th 2015 + + @author: dominiquef + """ + + # Find non-zero cells + if actv.dtype=='bool': + inds = np.asarray([inds for inds, elem in enumerate(actv, 1) if elem], dtype=int) - 1 + else: + inds = actv + + nC = len(inds) + + # Create active cell projector + P = sp.csr_matrix((np.ones(nC),(inds, range(nC))), + shape=(mesh.nC, nC)) + + # Geometrical constant + p = 1/np.sqrt(3); + + # Create cell center location + Ym,Xm,Zm = np.meshgrid(mesh.vectorCCy, mesh.vectorCCx, mesh.vectorCCz) + hY,hX,hZ = np.meshgrid(mesh.hy, mesh.hx, mesh.hz) + + # Rmove air cells + Xm = P.T*mkvc(Xm) + Ym = P.T*mkvc(Ym) + Zm = P.T*mkvc(Zm) + + hX = P.T*mkvc(hX) + hY = P.T*mkvc(hY) + hZ = P.T*mkvc(hZ) + + V = P.T * mkvc(mesh.vol) + wr = np.zeros(nC) + + ndata = rxLoc.shape[0] + count = -1 + print "Begin calculation of distance weighting for R= " + str(R) + + for dd in range(ndata): + + nx1 = (Xm - hX * p - rxLoc[dd,0])**2 + nx2 = (Xm + hX * p - rxLoc[dd,0])**2 + + ny1 = (Ym - hY * p - rxLoc[dd,1])**2 + ny2 = (Ym + hY * p - rxLoc[dd,1])**2 + + nz1 = (Zm - hZ * p - rxLoc[dd,2])**2 + nz2 = (Zm + hZ * p - rxLoc[dd,2])**2 + + R1 = np.sqrt(nx1 + ny1 + nz1) + R2 = np.sqrt(nx1 + ny1 + nz2) + R3 = np.sqrt(nx2 + ny1 + nz1) + R4 = np.sqrt(nx2 + ny1 + nz2) + R5 = np.sqrt(nx1 + ny2 + nz1) + R6 = np.sqrt(nx1 + ny2 + nz2) + R7 = np.sqrt(nx2 + ny2 + nz1) + R8 = np.sqrt(nx2 + ny2 + nz2) + + temp = (R1 + R0)**-R + (R2 + R0)**-R + (R3 + R0)**-R + (R4 + R0)**-R + (R5 + R0)**-R + (R6 + R0)**-R + (R7 + R0)**-R + (R8 + R0)**-R + + wr = wr + (V*temp/8.)**2 + + count = progress(dd,count,ndata) + + + wr = np.sqrt(wr)/V + wr = mkvc(wr) + wr = np.sqrt(wr/(np.max(wr))) + + print "Done 100% ...distance weighting completed!!\n" + + return wr + +def writeUBCobs(filename,B,M,rxLoc,d,wd): + """ + writeUBCobs(filename,B,M,rxLoc,d,wd) + + Function writing an observation file in UBC-MAG3D format. + + INPUT + filename : Name of out file including directory + B : Inducing field parameters [Inc, Decl, Intensity] + M : Magnetization orientation [Inc, Decl, dtype] + rxLoc : Observation locations [obsx, obsy, obsz] + d : Data vector + wd : Uncertainty vector + + OUTPUT + Obsfile + + Created on Dec, 27th 2015 + + @author: dominiquef + """ + + data = np.c_[rxLoc , d , wd] + + with file(filename,'w') as fid: + fid.write('%6.2f %6.2f %6.2f\n' %(B[0], B[1], B[2]) ) + fid.write('%6.2f %6.2f %6.2f\n' %(M[0], M[1], 1) ) + fid.write('%i\n' %len(d) ) + np.savetxt(fid, data, fmt='%e',delimiter=' ',newline='\n') + + + print "Observation file saved to: " + filename + +def getActiveTopo(mesh,topo,flag): + """ + getActiveTopo(mesh,topo) + + Function creates an active cell model from topography + + INPUT + mesh : Mesh in SimPEG format + topo : Scatter points defining topography [x,y,z] + + OUTPUT + actv : Active cell model + + Created on Dec, 27th 2015 + + @founrdo + """ + import scipy.interpolate as interpolation + + if (flag=='N'): + Zn = np.zeros((mesh.nNx,mesh.nNy)) + # wght = np.zeros((mesh.nNx,mesh.nNy)) + cx = mesh.vectorNx + cy = mesh.vectorNy + + F = interpolation.NearestNDInterpolator(topo[:,0:2],topo[:,2]) + [Y,X] = np.meshgrid(cy,cx) + + Zn = F(X,Y) + + actv = np.zeros((mesh.nCx, mesh.nCy, mesh.nCz)) + + if (flag=='N'): + Nz = mesh.vectorNz[1:] + + + for jj in range(mesh.nCy): + + for ii in range(mesh.nCx): + + temp = [kk for kk in range(len(Nz)) if np.all(Zn[ii:(ii+2),jj:(jj+2)] > Nz[kk]) ] + actv[ii,jj,temp] = 1 + + + actv = mkvc(actv==1) + + inds = np.asarray([inds for inds, elem in enumerate(actv, 1) if elem], dtype = int) - 1 + + return inds + +def plot_obs_2D(rxLoc,d,wd,varstr): + """ Function plot_obs(rxLoc,d,wd) + Generate a 2d interpolated plot from scatter points of data + + INPUT + rxLoc : Observation locations [x,y,z] + d : Data vector + wd : Uncertainty vector + + OUTPUT + figure() + + Created on Dec, 27th 2015 + + @author: dominiquef + + """ + + from scipy.interpolate import griddata + import pylab as plt + + # Create grid of points + x = np.linspace(rxLoc[:,0].min(), rxLoc[:,0].max(), 100) + y = np.linspace(rxLoc[:,1].min(), rxLoc[:,1].max(), 100) + + X, Y = np.meshgrid(x,y) + + # Interpolate + d_grid = griddata(rxLoc[:,0:2],d,(X,Y), method ='linear') + + # Plot result + plt.figure() + plt.subplot() + plt.imshow(d_grid, extent=[x.min(), x.max(), y.min(), y.max()],origin = 'lower') + plt.colorbar(fraction=0.02) + plt.contour(X,Y, d_grid,10) + plt.scatter(rxLoc[:,0],rxLoc[:,1], c=d, s=20) + plt.title(varstr) + plt.gca().set_aspect('equal', adjustable='box') + \ No newline at end of file diff --git a/simpegPF/notebooks/BioSavartInv.ipynb b/simpegPF/notebooks/BioSavartInv.ipynb new file mode 100644 index 00000000..ff300c9a --- /dev/null +++ b/simpegPF/notebooks/BioSavartInv.ipynb @@ -0,0 +1,1130 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Efficiency Warning: Interpolation will be slow, use setup.py!\n", + "\n", + " python setup.py build_ext --inplace\n", + " \n" + ] + }, + { + "ename": "ImportError", + "evalue": "No module named SeogiUtils", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mImportError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mnumpy\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mnp\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mSimPEG\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[1;33m*\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[1;32mimport\u001b[0m \u001b[0mSeogiUtils\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mSeUtils\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0msimpegEM\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mUtils\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mSolver\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mMumps\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mMumps\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0msimpegPF\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mMagAnalytics\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mImportError\u001b[0m: No module named SeogiUtils" + ] + } + ], + "source": [ + "import numpy as np\n", + "from SimPEG import *\n", + "import SeogiUtils as SeUtils\n", + "import simpegEM.Utils.Solver.Mumps as Mumps\n", + "from simpegPF import MagAnalytics\n", + "from SeogiUtils.Optimize import ProjectedGNCG\n", + "% pylab inline" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "cs, ncx, ncy, ncz, npad = 20., 31, 31, 1, 0\n", + "hx = [(cs,npad,-1.3), (cs,ncx), (cs,npad,1.3)]\n", + "hy = [(cs,npad,-1.3), (cs,ncy), (cs,npad,1.3)]\n", + "hz = [(cs,npad,-1.3), (cs,ncz), (cs,npad,1.3)]\n", + "mesh = Mesh.TensorMesh([hx,hy,hz], 'CCC')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'MagAnalytics' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0msph_ind\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mMagAnalytics\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mspheremodel\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmesh\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m0.\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m0.\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m-\u001b[0m\u001b[1;36m200\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m200\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 2\u001b[0m \u001b[0mmodel\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mzeros\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmesh\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mnC\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0msph_ind\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;36m10.\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mNameError\u001b[0m: name 'MagAnalytics' is not defined" + ] + } + ], + "source": [ + "sph_ind = MagAnalytics.spheremodel(mesh, 0., 0., -200, 200)\n", + "model = np.zeros(mesh.nC)\n", + "model[sph_ind] = 10." + ] + }, + { + "cell_type": "code", + "execution_count": 902, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "from simpegEM import Sources" + ] + }, + { + "cell_type": "code", + "execution_count": 903, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "txloc = np.ones((1,3))\n", + "txloc[0,0] = 0.\n", + "txloc[0,1] = 0.\n", + "txloc[0,2] = 0." + ] + }, + { + "cell_type": "code", + "execution_count": 904, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "xr = np.arange(-125., 126., 25.)\n", + "nrx_x = xr.size\n", + "yr = np.arange(-125., 126., 25.)\n", + "nrx_y = yr.size\n", + "xyz_tx = Utils.ndgrid(xr, yr, np.r_[0.])" + ] + }, + { + "cell_type": "code", + "execution_count": 905, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 905, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAX8AAAD/CAYAAAAZg9YLAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(xyz_tx[:,0], xyz_tx[:,1], '.')" + ] + }, + { + "cell_type": "code", + "execution_count": 906, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "ax = Sources.MagneticLoopVectorPotential(txloc, mesh.gridEx, 'x', 200.)\n", + "ay = Sources.MagneticLoopVectorPotential(txloc, mesh.gridEy, 'y', 200.)\n", + "az = Sources.MagneticLoopVectorPotential(txloc, mesh.gridEz, 'z', 200.)" + ] + }, + { + "cell_type": "code", + "execution_count": 907, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "a = np.r_[ax, ay, az]" + ] + }, + { + "cell_type": "code", + "execution_count": 908, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(3906, 4992)" + ] + }, + "execution_count": 908, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mesh.edgeCurl.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 909, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(4992,)" + ] + }, + "execution_count": 909, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 910, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "b = mesh.edgeCurl*a" + ] + }, + { + "cell_type": "code", + "execution_count": 911, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "P = mesh.getInterpolationMat(xyz_tx, 'Fz')" + ] + }, + { + "cell_type": "code", + "execution_count": 912, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "b_primary = P*b" + ] + }, + { + "cell_type": "code", + "execution_count": 913, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "X = xyz_tx[:,0].reshape((nrx_x, nrx_y), order='F')\n", + "Y = xyz_tx[:,1].reshape((nrx_x, nrx_y), order='F')\n", + "B_prim = b_primary.reshape((nrx_x, nrx_y), order='F')" + ] + }, + { + "cell_type": "code", + "execution_count": 914, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "Circ1 = SeUtils.View.Circle2D(np.r_[0.,0.], 200, 50)" + ] + }, + { + "cell_type": "code", + "execution_count": 915, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import matplotlib\n", + "matplotlib.rcParams.update({'font.size': 16, 'text.usetex': True})" + ] + }, + { + "cell_type": "code", + "execution_count": 916, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAbwAAAFGCAYAAAARuSqgAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1,figsize = (7,5))\n", + "dat1 = ax.contourf(X, Y, B_prim, 30)\n", + "ax.plot(Circ1[:,0], Circ1[:,1], 'r--', lw = 2)\n", + "ax.plot(xyz_tx[:,0], xyz_tx[:,1], 'k.')\n", + "cb = plt.colorbar(dat1)\n", + "cb.set_label(\"$b_z$ field (T)\")\n", + "fig.savefig(\"/home/seogi/Google Drive/Ideas/obs.png\", dpi=100)" + ] + }, + { + "cell_type": "code", + "execution_count": 918, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "ntx = xyz_tx.shape[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 919, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "G = SeUtils.BiotSavart.BiotSavartFun(mesh, xyz_tx, component = 'z')" + ] + }, + { + "cell_type": "code", + "execution_count": 920, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "from SimPEG.Maps import IdentityMap\n", + "class VecMap(IdentityMap):\n", + " @property\n", + " def nP(self):\n", + " return self.mesh.nC*3" + ] + }, + { + "cell_type": "code", + "execution_count": 921, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# O = Utils.spzeros(mesh.nC, mesh.nC)\n", + "# J = G*sp.vstack((Utils.speye(mesh.nC), O, O))" + ] + }, + { + "cell_type": "code", + "execution_count": 922, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# active = mesh.gridCC[:,2]<0.\n", + "# actMap = Maps.ActiveCells(mesh, active, 0.)\n", + "# mapping = actMap\n", + "mapping = VecMap(mesh)" + ] + }, + { + "cell_type": "code", + "execution_count": 923, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "prb = SeUtils.LinearIP.LinearProblem(mesh, mapping)\n", + "prb.J = G\n", + "prb.Solver = Utils.SolverUtils.SolverWrapD(Mumps, factorize=True)\n", + "survey = SeUtils.LinearIP.AirbornSurvey()\n", + "prb.unpair()\n", + "prb.pair(survey)" + ] + }, + { + "cell_type": "code", + "execution_count": 924, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# dtrue = survey.dpred(ones(mesh.nC*3))\n", + "dtrue = b_primary" + ] + }, + { + "cell_type": "code", + "execution_count": 925, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# fig, ax = plt.subplots(1,2, figsize = (15, 5))\n", + "# X = xyz_tx[:,0].reshape(nrx_x, nrx_y, order = 'F')\n", + "# Y = xyz_tx[:,1].reshape(nrx_x, nrx_y, order = 'F')\n", + "# Dtrue = dtrue.reshape(nrx_x, nrx_y, order = 'F')\n", + "# dat1 = ax[0].contourf(X, Y, Dtrue, 30)\n", + "# dat2 = ax[1].contourf(X, Y, Dtrue, 30)\n", + "# plt.colorbar(dat1, ax = ax[0])\n", + "# plt.colorbar(dat2, ax = ax[1])" + ] + }, + { + "cell_type": "code", + "execution_count": 926, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# plt.pcolor(dtrue.reshape((nrx_x, nrx_y), order='F'))" + ] + }, + { + "cell_type": "code", + "execution_count": 927, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "survey.dtrue = dtrue\n", + "std = 0.05\n", + "noise = std*abs(survey.dtrue)*np.random.randn(*survey.dtrue.shape)\n", + "survey.dobs = survey.dtrue+noise\n", + "survey.std = survey.dobs*0 + std" + ] + }, + { + "cell_type": "code", + "execution_count": 984, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "dmisfit = DataMisfit.l2_DataMisfit(survey)\n", + "# dmisfit.Wd = 1./(np.ones(survey.dobs.size)*abs(np.max(survey.dobs)))\n", + "dmisfit.Wd = 1./(np.ones(survey.dobs.size)*abs(survey.dobs)+1e-9)" + ] + }, + { + "cell_type": "code", + "execution_count": 929, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "m0 = np.zeros(mesh.nC*3)" + ] + }, + { + "cell_type": "code", + "execution_count": 1190, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "class SparseRegularization(Regularization.BaseRegularization):\n", + " \n", + " perturbation0 = None\n", + " perturbation = None\n", + " rate = None\n", + " m_before = None\n", + " Wm = None\n", + " Rm = None\n", + " alpha = None\n", + " alpha_before = None\n", + " phim_before = None\n", + " p = 0.\n", + " vec_store = []\n", + " \n", + " def __init__(self, mesh, mapping=None, **kwargs):\n", + " Regularization.BaseRegularization.__init__(self, mesh, mapping=mapping, **kwargs)\n", + " \n", + " \n", + " def W(self):\n", + " \"\"\"Full regularization weighting matrix W.\"\"\"\n", + " iteration = self.opt.iter\n", + " dec = (self.rate)**iteration\n", + " self.Rm = self.R(self.m_before, dec)\n", + "# print (\"dec = %5e\")%(dec)\n", + " return self.Rm*sp.identity(self.mapping.nP)\n", + " \n", + " def R(self, m, dec):\n", + "\n", + " self.perturbation = self.perturbation0*dec\n", + " R = Utils.sdiag( 1./ ((self.mapping *(m**2+self.perturbation**2)**(1-self.p/2) ) )**0.5 )\n", + " return R\n", + "\n", + " @Utils.timeIt\n", + " def eval(self, m):\n", + " r = self.Wm * ( self.mapping * (m) )\n", + " return 0.5*r.dot(r)*self.alpha\n", + "\n", + " @Utils.timeIt\n", + " def evalDeriv(self, m):\n", + " mD = self.mapping.deriv(m)\n", + " r = self.Wm * ( self.mapping * (m) )\n", + " return mD.T * ( self.Wm.T * r )*self.alpha\n", + "\n", + " @Utils.timeIt\n", + " def eval2Deriv(self, m, v=None):\n", + " \n", + " if self.m_before == None:\n", + " self.m_before = m \n", + " \n", + " self.Wm = self.W()\n", + " rm = self.Rm.dot(self.m_before)\n", + " \n", + " if self.opt.iter==0:\n", + " self.alpha = m.dot(m)/(rm.dot(rm))\n", + " else:\n", + " self.alpha = self.phim_before/(rm.dot(rm))\n", + " \n", + " self.phim_before = (rm.dot(rm))*self.alpha\n", + " self.m_before = m\n", + " mD = self.mapping.deriv(m)\n", + " self.vec_store.append(self.Rm.T*(self.Rm*m))\n", + " print (\"alpha= %5e, peturb= %5e\")%(self.alpha, self.perturbation)\n", + " if v is None:\n", + " return mD.T * self.Wm.T * self.Wm * mD*self.alpha\n", + " return mD.T * ( self.Wm.T * ( self.Wm * ( mD * v) ) )*self.alpha" + ] + }, + { + "cell_type": "code", + "execution_count": 1194, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([ 2.05600000e+03, 4.99000000e+02, 1.55000000e+02,\n", + " 6.10000000e+01, 5.90000000e+01, 1.00000000e+00,\n", + " 8.00000000e+00, 1.70000000e+01, 1.90000000e+01,\n", + " 8.00000000e+00]),\n", + " array([ 0.00000000e+00, 6.42532598e-05, 1.28506520e-04,\n", + " 1.92759779e-04, 2.57013039e-04, 3.21266299e-04,\n", + " 3.85519559e-04, 4.49772819e-04, 5.14026079e-04,\n", + " 5.78279338e-04, 6.42532598e-04]),\n", + " )" + ] + }, + "execution_count": 1194, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAnUAAAE/CAYAAAAg3DXDAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAd+P/wTgG84YjWuwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "figsize(10, 5)\n", + "hist(abs(mopt_l2))" + ] + }, + { + "cell_type": "code", + "execution_count": 1356, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "reg0 = Regularization.BaseRegularization(mesh, mapping = mapping)\n", + "reg1 = SparseRegularization(mesh, mapping = mapping)\n", + "# reg1.rate = 0.5\n", + "# reg1.perturbation0 = 0.00065\n", + "reg1.rate = 0.8\n", + "reg1.perturbation0 = 0.0001\n", + "\n", + "reg1.p = 0.\n", + "opt = Optimization.InexactGaussNewton(maxIter = 10, maxIterLS=15)\n", + "\n", + "# opt = Optimization.ProjectedGNCG(maxIter = 15)\n", + "# opt = Optimization.ProjectedGradient(maxIter = 15)\n", + "# opt.lower = 0.\n", + "# invProb = InvProblem.BaseInvProblem(dmisfit, reg0, opt)\n", + "\n", + "invProb = InvProblem.BaseInvProblem(dmisfit, reg1, opt)\n", + "# Create an inversion object\n", + "beta = Directives.BetaSchedule(coolingFactor=1, coolingRate=1)\n", + "betaest = Directives.BetaEstimate_ByEig(beta0_ratio=1e-1)\n", + "\n", + "# betaest = Directives.BetaEstimate_ByEig(beta0_ratio=1e-1)\n", + "# betaest = Directives.BetaSchedule(beta=)\n", + "# BetaEstimate_ByEig(beta0_ratio=1e-1)\n", + "\n", + "inv = Inversion.BaseInversion(invProb, directiveList=[beta,betaest])\n", + "# reg.alpha_s = 1.\n", + "# reg.alpha_x = 1.\n", + "# reg.alpha_y = 1.\n", + "# reg.alpha_z = 1.\n", + "reg1.mref = 0.\n", + "prb.counter = opt.counter = Utils.Counter()\n", + "opt.LSshorten = 0.5\n", + "opt.remember('xc')" + ] + }, + { + "cell_type": "code", + "execution_count": 1357, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "SimPEG.InvProblem is setting bfgsH0 to the inverse of the eval2Deriv.\n", + " ***Done using same solver as the problem***\n", + "alpha= 5.424578e-08, peturb= 1.000000e-04\n", + "alpha= 5.424578e-08, peturb= 1.000000e-04\n", + "============================ Inexact Gauss Newton ============================\n", + " # beta phi_d phi_m f |proj(x-g)-x| LS Comment \n", + "-----------------------------------------------------------------------------\n", + " 0 1.35e+04 1.11e-01 1.59e-05 3.26e-01 5.86e+02 0 \n", + "alpha= 5.424578e-08, peturb= 1.000000e-04\n", + "alpha= 5.424578e-08, peturb= 1.000000e-04\n", + "alpha= 5.424578e-08, peturb= 1.000000e-04\n", + "alpha= 5.424578e-08, peturb= 1.000000e-04\n", + "alpha= 5.424578e-08, peturb= 1.000000e-04\n", + " 1 1.35e+04 6.94e-03 1.62e-05 2.25e-01 5.19e+02 0 \n", + "alpha= 4.525803e-08, peturb= 8.000000e-05\n", + "alpha= 4.634058e-08, peturb= 8.000000e-05\n", + "alpha= 4.634058e-08, peturb= 8.000000e-05\n", + "alpha= 4.634058e-08, peturb= 8.000000e-05\n", + "alpha= 4.634058e-08, peturb= 8.000000e-05\n", + " 2 1.35e+04 8.51e-03 1.45e-05 2.03e-01 4.59e+02 0 \n", + "alpha= 3.940438e-08, peturb= 6.400000e-05\n", + "alpha= 4.115360e-08, peturb= 6.400000e-05\n", + "alpha= 4.115360e-08, peturb= 6.400000e-05\n", + "alpha= 4.115360e-08, peturb= 6.400000e-05\n", + "alpha= 4.115360e-08, peturb= 6.400000e-05\n", + " 3 1.35e+04 3.36e-02 8.19e-06 1.44e-01 5.02e+02 0 \n", + "alpha= 3.550353e-08, peturb= 5.120000e-05\n", + "alpha= 5.054731e-08, peturb= 5.120000e-05\n", + "alpha= 5.054731e-08, peturb= 5.120000e-05\n", + "alpha= 5.054731e-08, peturb= 5.120000e-05\n", + "alpha= 5.054731e-08, peturb= 5.120000e-05\n", + "------------------------------------------------------------------\n", + "0 : ft = 2.4841e-01 <= alp*descent = 1.4399e-01\n", + "1 : maxIterLS = 15 <= iterLS = 15\n", + "------------------------- End Linesearch -------------------------\n", + "The linesearch got broken. Boo.\n" + ] + } + ], + "source": [ + "mopt = inv.run(mopt_l2)\n", + "# mopt = inv.run(m0)" + ] + }, + { + "cell_type": "code", + "execution_count": 1358, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Counters:\n", + " InexactGaussNewton.doEndIteration : 3\n", + " InexactGaussNewton.doStartIteration : 4\n", + " InexactGaussNewton.modifySearchDirectionBreak: 1\n", + " InexactGaussNewton.scaleSearchDirection : 4\n", + "\n", + "Times: mean sum\n", + " InexactGaussNewton.findSearchDirection : 2.51e-02, 1.00e-01, 4x\n", + " InexactGaussNewton.minimize : 1.07e+01, 1.07e+01, 1x\n", + " InexactGaussNewton.modifySearchDirection: 2.17e+00, 8.69e+00, 4x\n", + " InexactGaussNewton.projection : 5.83e-05, 1.81e-03, 31x\n", + " LinearProblem.Jtvec_approx : 5.19e-04, 1.09e-02, 21x\n", + " LinearProblem.Jvec_approx : 1.78e-04, 3.74e-03, 21x\n" + ] + } + ], + "source": [ + "opt.counter.summary()\n", + "xc = opt.recall('xc')\n", + "# dpredall = [survey.dpred(xc_i) for xc_i in xc]" + ] + }, + { + "cell_type": "code", + "execution_count": 1359, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# plt.plot(np.sort(abs(reg1.vec_store[1])), '.')" + ] + }, + { + "cell_type": "code", + "execution_count": 1360, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# plot(abs(mopt))\n", + "# iteration = 2\n", + "# mopt = xc[iteration]" + ] + }, + { + "cell_type": "code", + "execution_count": 1380, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mopt_sort = np.sort(mopt)\n", + "ind = np.argsort(mopt)" + ] + }, + { + "cell_type": "code", + "execution_count": 1387, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "rm = abs(reg1.Rm.T*(reg1.Rm*mopt))" + ] + }, + { + "cell_type": "code", + "execution_count": 1399, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 1399, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAoIAAAE/CAYAAADSTKIjAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nzQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure()\n", + "ax = plt.subplot(111)\n", + "ax1 = plt.twinx()\n", + "ax1.hist(abs(mopt), alpha = 0.5)\n", + "ax.plot(abs(mopt[ind]), abs(rm[ind])/4, 'ro', lw=2)" + ] + }, + { + "cell_type": "code", + "execution_count": 1400, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# xc = opt.recall('xc')\n", + "# opt.iter" + ] + }, + { + "cell_type": "code", + "execution_count": 1401, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# fig, ax = plt.subplots(1,2, figsize = (15, 3))\n", + "# dat1 = mesh.plotSlice(mx, normal = 'X', ax = ax[0])\n", + "# cb = colorbar(dat1[0], ax = ax[0])\n", + "# dat2 = mesh.plotSlice(mx, normal = 'X', ax = ax[1])\n", + "# cb = colorbar(dat2[0], ax = ax[1])\n", + "# # ax[0].set_ylim(-600., 0.)\n", + "# # ax[1].set_ylim(-600., 0.)" + ] + }, + { + "cell_type": "code", + "execution_count": 1402, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "\n", + "area = 20**2\n", + "# mx = xc[iteration].reshape((mesh.nC, 3), order='F')[:,0] * area\n", + "# my = xc[iteration].reshape((mesh.nC, 3), order='F')[:,1] * area\n", + "# mz = xc[iteration].reshape((mesh.nC, 3), order='F')[:,2] * area\n", + "mx = mopt.reshape((mesh.nC, 3), order='F')[:,0] * area\n", + "my = mopt.reshape((mesh.nC, 3), order='F')[:,1] * area\n", + "mz = mopt.reshape((mesh.nC, 3), order='F')[:,2] * area\n", + "\n", + "mx_l2 = mopt_l2.reshape((mesh.nC, 3), order='F')[:,0] * area\n", + "my_l2 = mopt_l2.reshape((mesh.nC, 3), order='F')[:,1] * area\n", + "mz_l2 = mopt_l2.reshape((mesh.nC, 3), order='F')[:,2] * area\n", + "\n", + "\n", + "xy = Utils.ndgrid(mesh.vectorCCx, mesh.vectorCCy)\n", + "Xxy = xy[:,0].reshape((mesh.vnC[:2]), order='F')\n", + "Yxy = xy[:,1].reshape((mesh.vnC[:2]), order='F')\n", + "Mx = mx.reshape((mesh.vnC[:2]), order='F')\n", + "My = my.reshape((mesh.vnC[:2]), order='F')\n", + "Mx_l2 = mx_l2.reshape((mesh.vnC[:2]), order='F')\n", + "My_l2 = my_l2.reshape((mesh.vnC[:2]), order='F')" + ] + }, + { + "cell_type": "code", + "execution_count": 1403, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA48AAAFiCAYAAABWLO16AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\niIiItNh5JCIiIiIiIq3/D8XSW6e8bQkkAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,2, figsize = (15, 5))\n", + "dat1 = mesh.plotSlice(mx, normal = 'Z', ax = ax[0], ind = 0, clim = (-0.4, 0.4))\n", + "ax[0].plot(Circ1[:,0], Circ1[:,1], 'r--', lw = 2)\n", + "ax[0].quiver(Xxy, Yxy, Mx, My, scale=5)\n", + "cb = colorbar(dat1[0], ax = ax[0])\n", + "dat2 = mesh.plotSlice(my, normal = 'Z', ax = ax[1], ind = 0, clim = (-0.4, 0.4))\n", + "cb = colorbar(dat2[0], ax = ax[1])\n", + "ax[1].plot(Circ1[:,0], Circ1[:,1], 'r--', lw = 2)\n", + "ax[1].quiver(Xxy, Yxy, Mx, My, scale=5)\n", + "\n", + "ax[0].set_title(\"$\\\\vec{j}_x$\")\n", + "ax[1].set_title(\"$\\\\vec{j}_x$\")\n", + "fig.savefig(\"/home/seogi/Google Drive/Ideas/recovered_j.png\", dpi=100)" + ] + }, + { + "cell_type": "code", + "execution_count": 1404, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1404, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA48AAAFiCAYAAABWLO16AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,2, figsize = (15, 5))\n", + "dat1 = mesh.plotSlice(mx_l2, normal = 'Z', ax = ax[0], ind = 0, clim = (-0.4, 0.4))\n", + "ax[0].plot(Circ1[:,0], Circ1[:,1], 'r--', lw = 2)\n", + "ax[0].quiver(Xxy, Yxy, Mx_l2, My_l2, scale=5)\n", + "cb = colorbar(dat1[0], ax = ax[0])\n", + "dat2 = mesh.plotSlice(my_l2, normal = 'Z', ax = ax[1], ind = 0, clim = (-0.4, 0.4))\n", + "cb = colorbar(dat2[0], ax = ax[1])\n", + "ax[1].plot(Circ1[:,0], Circ1[:,1], 'r--', lw = 2)\n", + "ax[1].quiver(Xxy, Yxy, Mx_l2, My_l2, scale=5)\n", + "\n", + "ax[0].set_title(\"$\\\\vec{j}_x$\")\n", + "ax[1].set_title(\"$\\\\vec{j}_x$\")\n", + "# fig.savefig(\"/home/seogi/Google Drive/Ideas/recovered_j.png\", dpi=100)" + ] + }, + { + "cell_type": "code", + "execution_count": 1405, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 1405, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAnsAAAE/CAYAAAA+FQVwAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nFBhhDwAAoMAIewAAAAVG2AMAACiw/w/Vy625wD7jOAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(np.sort(abs(mopt)), 'r.')\n", + "plt.plot(np.sort(abs(mopt_l2)), 'k.')" + ] + }, + { + "cell_type": "code", + "execution_count": 1406, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0.010629142125980437" + ] + }, + "execution_count": 1406, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(abs(mx))" + ] + }, + { + "cell_type": "code", + "execution_count": 1407, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 1407, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAFGCAYAAADNdiNmAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(survey.dobs)\n", + "plt.plot(invProb.dpred)" + ] + }, + { + "cell_type": "code", + "execution_count": 1408, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA2wAAAFKCAYAAABhBtxTAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,2, figsize = (15, 5))\n", + "dat1 = ax[0].contourf(X, Y, invProb.dpred.reshape((nrx_x, nrx_y), order='F'), 15)\n", + "ax[0].plot(Circ1[:,0], Circ1[:,1], 'r--', lw = 2)\n", + "ax[0].plot(xyz_tx[:,0], xyz_tx[:,1], 'k.')\n", + "cb = colorbar(dat1, ax = ax[0])\n", + "dat2 = ax[1].contourf(X, Y, survey.dobs.reshape((nrx_x, nrx_y), order='F'), 15)\n", + "\n", + "cb = colorbar(dat2, ax = ax[1])\n", + "ax[1].plot(Circ1[:,0], Circ1[:,1], 'r--', lw = 2)\n", + "ax[1].plot(xyz_tx[:,0], xyz_tx[:,1], 'k.')\n", + "\n", + "ax[0].set_title(\"Observed data\")\n", + "ax[1].set_title(\"Predicted data\")\n", + "fig.savefig(\"/home/seogi/Google Drive/Ideas/obspred_bz.png\", dpi=100)" + ] + }, + { + "cell_type": "code", + "execution_count": 1409, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "Utils.meshutils.writeUBCTensorModel(\"/home/seogi/Google Drive/Ideas/mx.j\", mesh, mx)\n", + "Utils.meshutils.writeUBCTensorModel(\"/home/seogi/Google Drive/Ideas/my.j\", mesh, my)\n", + "Utils.meshutils.writeUBCTensorModel(\"/home/seogi/Google Drive/Ideas/mz.j\", mesh, mz)\n", + "Utils.meshutils.writeUBCTensorMesh(\"/home/seogi/Google Drive/Ideas/mesh.msh\", mesh)" + ] + }, + { + "cell_type": "code", + "execution_count": 1410, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "tempx = np.loadtxt(\"/home/seogi/Google Drive/Ideas/mx.j\")\n", + "tempy = np.loadtxt(\"/home/seogi/Google Drive/Ideas/my.j\")\n", + "tempz = np.loadtxt(\"/home/seogi/Google Drive/Ideas/mz.j\")\n", + "np.savetxt(\"/home/seogi/Google Drive/Ideas/mxyz.j\", np.c_[tempx, tempy, tempz])\n", + "np.savetxt(\"/home/seogi/Google Drive/Ideas/txloc.txt\", np.hstack((Circ1, np.ones((Circ1.shape[0],1)))))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/simpegPF/notebooks/MagInversion.ipynb b/simpegPF/notebooks/MagInversion.ipynb index c4b26028..0f1ed012 100644 --- a/simpegPF/notebooks/MagInversion.ipynb +++ b/simpegPF/notebooks/MagInversion.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 5, "metadata": { "collapsed": false }, @@ -30,7 +30,7 @@ "from simpegPF.MagAnalytics import spheremodel, CongruousMagBC\n", "from simpegPF.Magnetics import MagneticsDiffSecondary, MagneticsDiffSecondaryInv\n", "# import SeogiUtils as SeUtils\n", - "from pymatsolver import MumpsSolver\n", + "# import simpegEM.Utils.Solver.Mumps as Mumps\n", "%pylab inline" ] }, @@ -45,7 +45,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 5, "metadata": { "collapsed": false }, @@ -69,7 +69,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 6, "metadata": { "collapsed": false }, @@ -93,7 +93,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 12, "metadata": { "collapsed": false }, @@ -104,7 +104,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 8, "metadata": { "collapsed": false }, @@ -116,7 +116,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 15, "metadata": { "collapsed": false }, @@ -127,15 +127,15 @@ "(-500, 0)" ] }, - "execution_count": 17, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAVMAAAEmCAYAAADfpHMGAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAVwAAAEmCAYAAAAuryiLAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nM8vEgWtmlsn/Bx7RZdzILE5WAAAAAElFTkSuQmCC\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -144,14 +144,14 @@ ], "source": [ "fig, ax = plt.subplots(1,1, figsize = (5, 5))\n", - "dat1 = mesh.plotSlice(rmap*model, ax = ax, normal = 'X')\n", + "dat1 = mesh.plotSlice(chi, ax = ax, normal = 'X')\n", "plt.colorbar(dat1[0], orientation=\"horizontal\", ax = ax)\n", "ax.set_ylim(-500, 0)" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 16, "metadata": { "collapsed": false }, @@ -160,8 +160,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "(33620,)\n", - "(67240,)\n" + "(33620L,)\n", + "(67240L,)\n" ] } ], @@ -179,7 +179,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 17, "metadata": { "collapsed": false }, @@ -190,7 +190,17 @@ "Inc = 90.\n", "Dec = 0.\n", "Btot = 51000\n", - "survey.setBackgroundField(Inc, Dec, Btot)\n", + "survey.setBackgroundField(Inc, Dec, Btot)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ "xr = np.linspace(-300, 300, 81)\n", "yr = np.linspace(-300, 300, 81)\n", "X, Y = np.meshgrid(xr, yr)\n", @@ -199,40 +209,23 @@ "survey.rxLoc = rxLoc\n", "prob = MagneticsDiffSecondary(mesh, mapping = dmap)\n", "prob.pair(survey)\n", - "prob.Solver = MumpsSolver" + "prob.Solver = Utils.SolverUtils.SolverWrapD(Mumps, factorize=True)" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 7, "metadata": { "collapsed": false }, - "outputs": [ - { - "ename": "TypeError", - "evalue": "'NotImplementedType' object is not callable", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdsyn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msurvey\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdpred\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m/Users/sgkang/Projects/simpeg/SimPEG/Utils/CounterUtils.pyc\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 81\u001b[0m \u001b[0mcounter\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m'counter'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 82\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mCounter\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mcounter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcount\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;34m'.'\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 83\u001b[0;31m \u001b[0mout\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 84\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 85\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mwrapper\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/Users/sgkang/Projects/simpeg/SimPEG/Utils/codeutils.pyc\u001b[0m in \u001b[0;36mrequiresVarWrapper\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 221\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvar\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 222\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mextra\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 223\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 224\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 225\u001b[0m \u001b[0mdoc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrequiresVarWrapper\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__doc__\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/Users/sgkang/Projects/simpeg/SimPEG/Survey.pyc\u001b[0m in \u001b[0;36mdpred\u001b[0;34m(self, m, u)\u001b[0m\n\u001b[1;32m 307\u001b[0m \"\"\"\n\u001b[1;32m 308\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mu\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mu\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprob\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfields\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mm\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 309\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mUtils\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmkvc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0meval\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mu\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 310\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 311\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/Users/sgkang/Projects/simpeg/SimPEG/Utils/CounterUtils.pyc\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 81\u001b[0m \u001b[0mcounter\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m'counter'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 82\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mCounter\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mcounter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcount\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;34m'.'\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 83\u001b[0;31m \u001b[0mout\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 84\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 85\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mwrapper\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/Users/sgkang/Projects/simpeg/SimPEG/Survey.pyc\u001b[0m in \u001b[0;36meval\u001b[0;34m(self, u)\u001b[0m\n\u001b[1;32m 320\u001b[0m \u001b[0md_\u001b[0m\u001b[0;31m\\\u001b[0m\u001b[0;31m\\\u001b[0m\u001b[0mtext\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m}\u001b[0m \u001b[0;34m=\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m\\\u001b[0m\u001b[0mmathbf\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0mP\u001b[0m\u001b[0;34m}\u001b[0m \u001b[0mu\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mm\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 321\u001b[0m \"\"\"\n\u001b[0;32m--> 322\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mNotImplemented\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'eval is not yet implemented.'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 323\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 324\u001b[0m \u001b[0;34m@\u001b[0m\u001b[0mUtils\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcount\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mTypeError\u001b[0m: 'NotImplementedType' object is not callable" - ] - } - ], + "outputs": [], "source": [ "dsyn = survey.dpred(model)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": { "collapsed": false }, @@ -247,11 +240,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": { "collapsed": false }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAewAAAEYCAYAAACeKcVvAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fig, ax = plt.subplots(1,2, figsize = (8,5) )\n", "dat = ax[0].imshow(np.reshape(noise, (xr.size, yr.size), order='F'), extent=[min(xr), max(xr), min(yr), max(yr)])\n", @@ -263,7 +267,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 36, "metadata": { "collapsed": false }, @@ -278,16 +282,16 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 37, "metadata": { "collapsed": false }, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAfcAAAEaCAYAAAAMrx57AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzsvV2oLNt23/ebVdXV3Wutvfc5+9wP60pCR46kgCCQD6I8\n5MF2/BFDwMqTTSBgEr/5wSEQkBRIjCEoth9MIHlNgmKwEkHAGAKxrxVfkzzYDsEiia+FrVg38ZV1\n77n3fOyPtfqzauahanSPHj3mrOq1e61z9j49oOjq+VWz5pxj/McY86NCjJELXehCF7rQhS707lDx\neVfgQhe60IUudKELnZcu4H6hC13oQhe60DtGF3C/0IUudKELXegdowu4X+hCF7rQhS70jtEF3C90\noQtd6EIXesfoAu4XutCFLnShC71jdDZwDyHMQgh/N4TwGyGEb4cQ/vM+/HkI4ZshhH8UQvgbIYT3\nVJ5fCiH84xDCb4YQ/si56nKhC13o/nTh5Qtd6O2ncM597iGEqxjjXQihAv434D8C/hjwwxjjXwwh\n/ALwfozxF0MIPwv8FeBfBX4U+JvAz8QY27NV6EIXutC96MLLF7rQ201ndcvHGO/62xoogU/pBMKv\n9OG/Avzb/f3PA78aY9zEGL8D/Bbwc+esz4UudKH70YWXL3Sht5vOCu4hhCKE8BvA94G/FWP8B8DX\nY4zf75N8H/h6f/8N4Lsq+3fptP4LXehCnzNdePlCF3q7qTpnYb0b7l8MITwD/noI4Q+Y+BhCyM0D\nXM7CvdCFvgB04eULXejtprOCu1CM8UUI4X8C/hXg+yGE3xNj/F4I4UeAj/pkvwP8uMr2Y33YAQ0I\nkAtd6EtFMcbwyM+78PKFLvQA9NC8fLYFdSGErwDbGONnIYQ58NeBPwf8m8DHMca/EEL4ReA9swjn\n59gvwvmpaCrUCYQ/e5Y63o++Bfz+THxQlxeeo1waHfdN4A+PeOY5nuXR/wz80YHyI2ljLReXS6/z\n6DZ402d5abxnavoW+XHwGPTnHgXcH5aX/zyHbf3YeP/rwB80YW1/wZ4PpG6a16JKY3kmOvH2PSPw\nt4F/o79vTTm5Z2qy7Wbro+vhtfO32I/lgv3sbI4nClVeqt6aPJmi20D6QLe9ro9+lm4XXV/7bNvu\n3jtJmv9F1cEr4xyUK+s/fnBePqfl/iPAr4QQpPX/cozx10MIfx/4tRDCnwK+A/xxgBjjt0MIvwZ8\nG9gCf9oKg7eHZNDdJ999B9N9n3mfegw9K8VItvyxJAydolR5Q/XI5R965peKHpiXRWh/EUnGhh4P\nGjRa9uCjKQV6thz6/JI2peB4CsKYensKwpixneMJidP11nmkL/Uz3lRxk7YbM06sAmLbQpeRkmW2\njHOQblNpy3OWn6ezgXuM8f8C/mUn/BPgDyXy/DLwy+eqw+OSZtQxneWlGQJUnaYwcanyTqU3UTDs\ncwvux9Ap7TqYMF1+SiDq39wzvLwivMakf3fpYXn5MZUoPVbGjvGUpZyK89IOAXeqDULiytXN5h/7\nrjnLWz9b85ytt73X/DfGuzakAOjnp7wKOq2tl/yeUsY55KBXdirdw9GDzLm/W/RhIjzFgDk6dfCI\n4vBTHGubtpw39QLk6KdOKOPU53uC09OupQ3GWH0pt12OrIJi83w4oowLDdNju+Kt1faTmbTeWDwF\n2IfSR+AnSCuQnkzJWcce2bxe+g85Bk7rXfAUi1z7CFne8+hDht9H18Pj9yFXemvibBk/mSjjvsBr\nPSVSR5z7x6ELuA/Sh/3vm4DpGEUgV/5PZ9IN1eccWuLPjEx3X8soV5akH2oDK5zu82zrKdD04UDe\nC40n27cPTdqq/L0mXFMKDMeGeWXYceQpF964y9UtZ80PWY+Brg2s1a6BW1vruWellBMbZ8M+JE1j\nlD/PIzPGU6HT/16Opx0ewqLOjYWHpQu4jyKv888N7F75qXS5MobK/TwpZaWPzSdk3f9jXPWpslLp\nPQvky+uqPx/ZMf7YlryQBbWhKR+b10tny8hN2aXcwSmvlNRV8/Sprm8vb8pdbefW4bQ2EvI8ANpr\n4JVl66T/63rl2tcqL5LepjnnHHiqP6w35XHoAu6j6L6DQDp1zMK3MelOBetzD943JREaOY3fpte/\n4DPJ2AV493FtSvrLgrvz0H2mTB6KpF/1Qqwx/ezV2ysjx9N2oV2hwsaMT7u4zaujfRddH4lP5bXK\nySnt49UVfEvZm8fPlW/rljOCJK3tY5vuHHSqTHl4uoB7lu4Dpp71PJTOanZjrPMx9dLbSr4INFYo\naCsF0gJSp/Os+ZTL0roJx9RLP+MC8vcnCyg5t+99yVqlWshbKpw8Q5Tzkun8Q2tDrHwZI29s+kLd\n23SWJ6zMsXzleQdsnK6DTQ95ntLGhm0rG5bqB+9ZEp6z+LU34vGBNq+IPQxdwD1LOeZJpR8C95Q1\nPRbcc2VYymm3nxeN8WJoq2Oo7jrNkLXttflYS0l+Lxb8m5En0LVX5VzPsF4aT7ja/dS2finyACLl\neUq9lydbcpa+zWufmZMnQ2ngGLx13bRy5Cm5NiylWEtZKYNnaMGslnu2PuDnzXn/Hos+H3lxAXeX\nAj4De+mGwlIavsd8DMTZNClBcF9h8aY0ZhBrIZtKbwWxrZ9m2JQ17uXzyBM2KatDfi8W/JvRY7Vb\naizYceONp1yZqTEzZszaeM+C9dJ7ZabC7hs3Vu5pUNf5PGD3LP6x5Xpx0s7WKveeq+mLYOA8rry4\ngPsRnQLsY6zinIafK2Mozp7U5MXb5+Xq96aDf6xbU54zdm4zFWbdgTYOxrvqc2VYGqMIXChNGrwe\ns+00AA2lSfFCa+5TvHzKgk/NNzmQHFL435R0vVMGij3Jbqzs0BZ2Kq3n0bFx2gtjpz90XVLt/UWa\nonx4uoD7EQ0NQp1urAKQA+EhAL9v3CkW+zkGvWa4sa7NFMCnjsOUsCGXfcpVrw8XwYm3ZXikBcjF\nRX86Wcv03O2Xsng1nw0BfOoEs1zdNTBanh4aJxrc7RyxLv+hgSknzyTOWwho06Qs6CGejfhTiVa2\n5Cz0lOw4lxHz9tAF3Hd0qiXupfWsdOu6GltWbjHcOcDdPvdNB721yMYK7SHrfEx6G55bKDRkzWuF\nZ+g9wsh0F9rTQ7WV148pL0uO1y2o6vTevLLmRe959pk575FO4wHnF4F0vXLyJ0X2iF6dz8oQzP9c\nn2mr/k0oN41wyhTD508XcN/RGIt9jCU+tPcyF2eZ+b4APmYhnVf+fQerZcQxlsqQALDl2melNPtT\nGDJVV22lpOpxseDvRw95prwHuBJut6flQEJbn7ntYEN8KM8NTl6hMUbCF4nGWPceeX1g82rlyfOy\n6XRCOav+VLLP9pS1VNwXj76k4O5Zq2PAMJVmyJofepYncAp8JkiltwIoVxebzqMhRk25tq1whGOG\nS7khhXJuedmzal2WNr0Fda8unkWGiU+9g1eGTXsB/GHSAKx/bXwqjR6nXlpvnA+5dj1lNTUWPIGf\nG3sPNSbGjFWbztJDeVT0r/VQYMIlrbdaP1euJg+U7f+cBzA1zmw9U2m+GPQlBXc4bQ5rCDCHrHkP\neIes9JxVkCpDh3n1TJXl0ZCrMXcAhiXPso0mLpr01n1uyxsCU8+1mnOJelb6kJCwZeh0X9Svnn2R\nKAW62mq2ZMeSt51Ml6PHsY3TlBP2XrwFeO9wnhTgn5usZ2BMOksPqZDac95z5Mmp3NnyqXbVB+d4\n+cbwp91q5ymSuq91+OdPX0JwzwG1Tefl8cqyrjubxgPyHDCn0uXSn2rp5yj3bEi7zFIklnZKy06B\nf678McqAFiry3/My4ITjhKee76WxFumFfPLaSfcLJtxaxV4fetZX6jljKGcd6ud4At/zCp0KAB6v\npWTRkEwbA7Bj2mWsp2Co3mPIvv8QsFsQHiNbUv2Z8sLY8nLxqfQPS18ycLdavEc5EPfCPCVA//eA\nfIyVnkp3ypUrf4iGwP0Uy1TSewxqBaBlKsuIKZe9Z6mnrH8LDh6YjAHvnHCx84cX8inVb0M0hpch\n7fr14seSLSflDRqSDWPAwHuWV5Z3P1SWjdOU8jykysh5tcbUTZdj+Uo/e+hzuvehXBtbGZFaK3AK\nsF/A/czkWbtDaYfS5MBXp7mPle6V762g99znNt0XDdyjCrPCQ5er0+kw/YsTp/97YSktXRh5zPn3\nQ0wq6U/1cnyZaMjqStFYXrZC2Qrs+y6E1M9+6AVy8ix7LvuYacD7PEvIs0Yt6Anl2vHU+uT65aGm\nDrz+1GFSJ73dUee9z/s9PH0JwF0D3JBWSyKNFzdkUdtnDgF+DtwlrxVQqed5K3z1YL2P4qIp52bX\nZIWedXFZl2U0YSnrwZbtPQ+OlQL9TPs+Xt1suTkX41jhdgH508lzjXpjwkuv/9uFb94YtNaaJg/Y\nPD7NkVd+Lm9O9uiycOqberZHHk9Y0LPvqd/hlAWlXvvZ/17/2TLsu9u62XfxnmHHhpfeUuqZY+hN\nlK/T6EsA7jCe+XLg53V4CmRTz9QMc4qVbssaCsvVbYwFb5UBS0ML3uCQaUoOGclaz952Fh1WOGFD\nq+V1XT2Fws7HW7KAnPrgSXDibDr7zAudRhaYPYAZo2haKx6O+69QYZ5F7smIscLakxMkwmzZOXAf\nGoNDzwefJ6ys8DxtHsCNqY+WH7ad9a8810tn3z2nrNkydR9b40KnT42r1kk/hnJy9bz0JQD33IC2\n6fSvDcsxpQegnkaqgT0H7jatFSpD6VPlwmGZOXpTt7zVhnWYZhhvDi06YZbBrdauf736CglTayE1\nhjnte+g65ISAzjuU7kKHZBU+zWdjPDepuLEWbq6/rCfhFLJjbwy4D5U1dgyPfZYn0yx5oOz9H8Mb\nubBcfYf6R+dPWf8Sd0pbvgk9dPkdfQnA/U3IA24vzgvLgW8OcL3Ls+K9550b3L33Fm11LLh7c+gW\n3PWcvFyetS5lBJNWKwBB5dfkxdnyUwLJWgQXgH548vrXi4fxQCLkKZ1DSp7nMXpTMDhl/U9OgdXj\nc0xZufp41rGOFxrjes/VO3dAlFeW/tVlWNmQ2lqbojHtlsv3OEB9H7qA+wF5QD20cMUD8Byo5sA9\nZfGn8o5RGmwdx7rlvXkqzahjT6GzLnerGMh/C/CSPnCsIAh5q/BtXS15AqfBV2JsPm31XwD+4Sk1\nlaGnbvQYP2UdyH36z4KGxydj6RRLe8walyHgHlufnJXsKVEp4MwpXKe2vfduHoh7imBOGdd9d0qd\nHsvCfzN6h8E954LyOsezhm26IeD0LG2d3oLwkJXugXcqby7Oqx8m3tJ93fKeAmAB214Nx5axFuAp\n614/01rX9qAbr44C1CXH9Uu9k32O0BirJpX3Qj55HhO78An8MfEQz7b8kpMvweTLpU/l9xTzlGX9\npuCeo6HxnMqT8qx4dT21/7z+0XEatO0z7XjK1f8+4yo1XnTcw9M7Du45rdoOSo9pLTjnyh9jRRdO\nupRlbS35FMAPPTsH6jnhNAbcc+5SPYi1MmDBPzXn3po0FuBT2+N0XArgc9q9BRDYW4WYcE942fQ6\nTN7zvluwvkzktZf1AOl4OG+bpgApJzfgmK+kTqda+GMMDI/HH4KGxrNHduue7qdUXe9jPXv5dHvY\nrW12HOlfW+Z9wN0qobbfcwrFeekdBPcccJ3KKF56bTXYdEOu9xxQk4nXeUuTTtdrjGVv28kDvzcB\n99Scl7W6rWXuKQN6hbR13+t3s8Bs62Pfw9bbutqtFa6tL00pYWrTe1bFxYIfR157BQ7bOJjwVDlC\nY9s8x/+5unqKd64+ljz5kcvjgci5KKXAYsKHvFT6/9g2GeonT47n6ptTxnOeu7Hlp+o3Nvy8NDT5\nOppCCD8eQvhbIYR/EEL4v0MIf6YPfx5C+GYI4R+FEP5GCOE9leeXQgj/OITwmyGEP3KGWpAf6DrO\n6+CheWtbvgee972qzFVm7if9VfeX/Jc0k8xVJ65cmlPz28vWy+bR75dqA+/Kte2Y/hnbx0Kp8YJT\nhqXcOPxi0BeDn3clc9heWjHUwHFKGac+ewg8U0ZF7plvOmYf+rJKSipdqj1sGSLnUnlSz87R2P7x\nxot9Vmpc6XRD1rwnP7z6Pjyd03LfAP9hjPE3Qgg3wP8RQvgm8O8B34wx/sUQwi8Avwj8YgjhZ4E/\nAfws8KPA3wwh/EyM8Q18FkMClUxcSuMe0znewLfp3oRxc+V74d4zU3E58EkNwiG3fGqVfDsyTqzt\nlDveuwLHVrvuQx3nWfN21XxwwvSvtc619u+l8+JSVs8Xgr4A/AzHFrqEyVU48TqvplTfjbUQh9JY\neeHJjlx6HWd5c0ixGAK3+5B1pds4TJwXJnws95qvvfReHYZI82tO9mvS/G8X/epx5Y25oTrrOo2p\ny8PQ2cA9xvg94Hv9/esQwj+kY/I/Bvy+PtmvAN+iEwg/D/xqjHEDfCeE8FvAzwF/5/Sn5xhlbL4U\nuHvpbFgOeL00Q+A+Bvxzz/We6b2HuPhz7YL6tQyQAvfGpPHc7VpLPgXIbbunwF6XYRfsSV085UXX\nOZh8Kfc8TroxpAXgF8tF/zj8rN/Z8m+qLb0+Sc3lelNAcNzvDz0PmgJ+T9aQSPd5gbv+tXGWJ7zn\nC5/ZdEP8ch/esAaVfo6te5MpIwfqhQrX8igF/o9jpXv0IHPuIYQPgX8J+LvA12OM3++jvg98vb//\nBoeM/1064XGfJ3L/we11gKc1e2FDwH4fSz2V9r6A71nsHvCnSOcfIwRbOqUhtfAtBcQeUI8B8iGA\n11q9rU/Kgpe66rw2zAOVUxfK2bK+OOCu6eH42QKuZx3q/tKKq13DoceJ0BiLTNI9pEXl1e3UuDFW\n4rmBRAOzJeu+ztXPAz3LVx6NTWfT58KsomfT5ix2za+wbx8N7na85gyCh6Wzg3vvwvsfgf8gxvgq\nhP2LxRhjCCHXQ4m4b6n7D/sLxmm1XjpPY/a0z5TGLb/nBPFyRNpcGi+tfoausx3EYwQHDGvQ1kqy\noJWzrnNXQx7IvfoHjt/Pq3sK4HWelBVhhYYnSOz/FFlrBuA7/fX50fn5+dfV/U8CPyFP8p6Ob6Vr\nAZutvZN2yLVqLbIxz9DPsvdenFdHW5aQVcDHyqmh+goNjUnPA2frMdQXHpBavtLhnrdmTH1TaSwg\nj1ESrFKY+m/r6PUVwD8Bfnvgueels4J7CGFCJwj+cozxr/bB3w8h/J4Y4/dCCD8CfNSH/w7w4yr7\nj/VhDv1+72kcaqupge0JefA1eFuWLV9f5wZ2uXIAbdOdUgcP2G273VfDtMJTfi14p4A8Fd6wP2Am\nZ817LracVT4mrX0vG67bT1vwAkZj5ioxaayV8iF7RRbgbyfq8zD0MPz8B81/T1Hy/lsBe1+y4J0D\njlONBgnzLO0U8HtxQ+Ae8MfrfeqbAzsLaJZ/pJwxgOkpWJ4M8rxYpygkQtarllJShsqw6a0Xz9Yx\n1be/t7+E/tbIOtyfzgbuoVPp/2vg2zHG/0JF/TXgTwJ/of/9qyr8r4QQ/hKd++6ngb934lMZZ3Wm\nNOlU56Tu5fdNgN27ZCW4B+76GZVJN0Z5sMqIEQxBv9ubUjR844G7BXIP2MVSL4Ete+a08dotpl9I\nrpTF4AnGlDLgAbkVRlrT9yyaUwH+83fPPx4/e2PPCnZPeUzRGCvd6xevT4fqKeEeOOcAPAXMnuJt\n02te9srIUUp5SCm9VlFPKUIaPFNkAdLK1Vw/6TCvvLGUs7g9y9ymt3ltmlz7j0lzXjqn5f6vA/8u\n8H+GEP5+H/ZLwJ8Hfi2E8KfofIx/HCDG+O0Qwq8B36aT4H86xnhGqZZjtFPz6f/3BXZrcQcTLgBv\nw3UZVSJcKwJi7Q8InRCG5VUqPqkAB8XnAqIiKAt8BhKg1oBdqjB5PzvPLuk9Zg0mj7Xs72vBp95l\nDJ1DOD0qfU78PEaopvLlAEh4bkix8sJyjIJJ56X15EcqfuyVyp8jTyYMzatrKzsFbsGkte0O6fK9\n/zklIpdfk9enXhqPlz2LPUV23KWUVd1Wnow5P4Wz4ukDUDen92e9GNIaLCPjrAZrwdp71n0tdm2d\n23zWck+FpcA9mDipc4askWDjcmMwN/Y9r5pLkqChwwJZYW8teIk7NUwqkYrznjdm+kA3gk1vGyGn\nRAzFeQ3454gxPp7qf2bqePk/G0iVe/97P5ljJRGO+TyXd6jZPZniPT8lW6yiMCZdLn2OPAXYo1xf\neIye4hPPtZ3Ka8u/Dw/l0lvFQ8D9Tcdcrv/1u0i6/+TBefktPKFuyCI/NU4PdMtAb2KxWwDO/ddA\nri1we9nwlEIS9j/e62Cy2SbKNaNVzi0/WB7SaQ/4XLR9UVo0kwn4SgVKDufftWDSH30JJr88UCs8\n+qXuY8F7Grj3stoq8LwLY+O+2Mr36aTnu3Ok+/RN20HynyLA7fNtuP5vx5UnY6zwzzHiELjnyh9L\nVrZ55AGi5QEdptNg/tu5amud23EfnDBb/1TcENk+OwePeZ4jOyYKjt/94egdA/cxcYWTVjOex6T3\nAfbcwjcB8xS4V045KWVA1xMO3ttWM6fHkAjLkaeUaxlqfwN7g/mgrvJu2pq3IG7bXc/H6/KsGz6a\nOM9Nn3o5K/S8xTRSv5QyqfPocE2puHcN2MFfJ5EiSXcOS173ke6/FFklUBRRm8YKbE/+WAbU4UNA\nbstIlXMK43rpvPb1LHtPu/cUAE3S51KOBmYdZuujwdc+I8dDOXookPWsHWNsPSKww1sF7jnmselO\n0a49TctqW6cAuwfueqFcykqvnDiJl4V0Ftz6Mr1XChxWxYK6NRgs8I8hzXPWOk95uAuTJ4a9JR/h\nmDkksQC5zMNrBUC/gGcZela+fZZHKYBPjS+PUs8LTpiN0wLxXQF6+94ppUh+xwjEUwXmWCErwCK/\nXhmaicBnIg+UPYa05Q7Jolz5Kcq1e8ritp4py/S6nYKJs2WnXHq6HAv4VjHDxHuU4ytdT68s20Ze\nm3nl59o2l+9h6C0D97HM7uWzDJgqxzLtm1rsqYVyFsTtwjrv19Yt+FUds1PO3p8D3FOgbgFee831\nBR3Y7/qqUAVLuMyfW6VMXsaLs4CsGWzIis+56G1Z8jydxjbmqW5h3QbvAmnhr4Wtjj+Vv73+GZPv\nlHTeeLPAbOOEPNcZHDOvB+wewItMwCkn1x7adWzb2ZsGskBsGVn+yyeTCxNny9JgLXltXVN8pevv\ngbLH3zadx4vRxFvvgq4vHHoYUwqEvby2fXh6S8DdA+hT8nr+Z8s0Q1ryELCnLPbUqne9rc2mtx9L\n0cwcfLnh6QdDgJ4DetuE4CvjYwDduxeMlvVuQaUhdC9xYMlb4WX7LvUCBwU7L6Wf4bleIW3Ba2vF\nlomJ9wTTEGmBcwrgfZFJt4WnSZ76nvdR+MeUOfTfjjmhVJiVH7oszyLXyp210kU+pOqT0tBziwk1\nc1rSY1d7zOy41K45z52v65vySFlrXuoqYYHjPN67jkkj6SwPD4VJ/VO87GFVqm0fjt4ScB+iFCJ5\ngt7TiK1W/SYWew7YU+Ct59g90O8HShF8oyFl+HuL6k8Fd/3fU8ZPBXex2vUidn0d5Qnst9VJhfRL\nbdkLFI+BtWVeOvE23amL7OS5sn1PWyjW6g6JsMBx437ZyHv/MaCds0aHKJfeKo+aPADV8sMK95Sx\nYPN4zG2ZMpAGd51vzHt4zOxZ65qBtbJsAc4yu0yhWfceJo9VMuS/xzse3Zd3cmWmnqPljOXlVL08\nfn94esfA3TKbZ+HZdEMAfl9gt670HLCnwN5o8sF5XA7Y7bq9+4C7bkKrfJ4K7hbIUwCvL4BGV1CY\nX2suUlCOREHIMdeQgEgBvM5rAR71X1utNuzLDuyeu3WMEJS2sxbvEGkwHJtWKAXulqG8uJRM0WVp\nRrZxnuWOibdKrJRRqjjRpIVyIO1Z5Clwt4qWl9ezar3/Hp9YehPeCeZ3qBw91sZY8KlxfYpCcX96\nS8D9vpqOl+8hLfac1Z4CcvsNcwVcIbA7bCZwrBukPPipdXljrfhTwL11fnPz7B6ob9Wv564PsFt4\nF4vu/oAxrSUkYboAVEWk8h41Kj5lqecseM860oIpZynmhMvjaPsPTxZUUwIbfDesbWNtGZ3SRqf0\ni2c42HiPmWx+nUYzphX4JXu54Fn2GsA9BUPiosmj6yVKsX1XONxGmmNoO7fuxQvj6/pbBcACdMvx\nGPEs+DH8MgTYOp3nyfDK8Mq0ioKeu/fGy8PTWwLuD6HpnNNi1+EWaaUsAfIJvuWuF94JqIfDx3n6\nwQQf8D3rXVc1cPyaOkw301hwz1ns3jy7BftNX0eJk3ptVJltX5moheSW4/6RMF15LVgwL+ox7Kku\nel3WOefXHk8gPA55Ql0LfvAFqzdA36SdtVJwn/bVgOUZCVYxSMkPC+5a6Ze8lnntc6U+2jpvVXna\nmvfaTNdBgN9zy3sgb9NYYJdnSp97XoCcy97W11MIbLymMRa5Z4GnxlYK9K0y4imGj0dvCbjnGmfI\nOvfCrTadCh+6UtZ6ynJPgbtCYPnqllXwU9klzK6984De7qZ7aHCX/ylQ1xa7bcZGhQWVFnqA7y35\nIyaylruksfNlKfDQ6eV+yFK3z9WCzLPIQyY8ZxW8K6TfM2c5p9pN91OqzcaQtvb1fUp2eHUZYyTo\ncnPGgZDW4IXsKlmcfEHl02NYnqP5IHII+J4SovvIY3B3kYy59Ltbj4y13j0w9Vz0cNj3npU+pLin\nKAXcutwhxSLnaXo8ekvAPUWecLUCwAPssQ1+Ksh7/m/rP/esdlUnj/8FxPWvttwnTngK5FMWfArc\ntUJvldshcNfHxucAXix2/d7a8NZYXXAoUwTok4vldCWty7118kmcdRPq+BRpYSOV15ZoNPEpIXFf\nsHpbSAtya+3kBKcmbe2d6pIXGpIdksbTeD0r2gP2VBorK3S8ttzl/VKLaCyYiCDQ4VbmpdpZ+qXk\nuH2tde4d65xScgOHgO/R0HSXZxWjwr3pNp1maFxZZcBrL6uMeO3nGRufD73F4K4HkQ1PhVlN95Rn\neKAtv9aRsSTPAAAgAElEQVQFr39Tk+PVcT6bxVrnOcvdi7vvIrtTwT017z7khm/YA/tG1UMseU/+\nyaVxOupIS23/wpr5tcCw+Txwl/AhZs1p7LrxtMDzwmxZ7xLpAZJzCw2VcUp6j8bKjzHgngN2LywF\n7N6iWnnPgmO5IaSBpgJqjsfpEOAIw+oxqfsKE6ZPhyw4BG/dv4WKH1r0aoFck2fBW8XGc62P4Std\nli7fCr6cUm6B/RSceRh6C8HdWuRj0g2VMcY6T2nclpG9yXFrcpsV8XpuPZXVs9C9uJQFb3UJ+xoy\nvWf531Ng9b1c3ndZ9Fy7t1hOrPaNqaNOb2c5tubaGQWBbqGdnqe0pBfYWS1BmFYaQ17eUmvSevFC\nnqBJxXlpcuneBdKKllVybDpPcbIgPMZKGis/Unlz1ngK2HMePRtm5QN07+7NwXl1k7wpuZcDdzuf\n5gG21Ee/Z85FL4vphJnhUGnR7j0hb8ynLHg4Hgse+A71tQfMugxrCFjFwpbVMm4sPxy9heAO41we\ntiMs5bTrHOBbprTA7k2Qp66wr4qXbUIawMfEWUNgkngNva5HK+O2+axCL/cC7hrQNa9vOAT3rQrb\nOJcO98BdW/kiNyIK3FNas86kX0jitGtQgN+6KrTmnnMlpoSLCIUx4P4uAzsca4rg83bOIrNhY2iM\n/EjlGbLWU3EVx3LEhlktXDOlJz903TxmTr2HR1ZTt19dFMaU+mgZaNPbOXeZVtDP1/xjLfqcBS95\n7By85Rs7ZnJYoMehtuJzCmeKdFlaluj4C7hnKMXYNtxq6fYa0rjHWO8WJa1JnXHFaz6RLDU+WKfC\nU1dtHi1V8fQQKw+sAmuxUE/HSbjnftfueQvwa3xg15a8nc2w7nurrBMMyFsmssCuX0Cn1wxuH1KY\nvDmA12Vp8oSGJ4jedXB/E3oTJegU+eHJi7EWu2Y0axQ4Hjx3VayUmwN3I5NCcdgsnrPCU9hjfxM9\nsLbvKXPzsvrVO4nKLqiTfJp3NHmubo+swi00ZNANlaXzpcA9mrhcmR5Pe898GHpLwd2S1qi9OB2f\nA3DLwCmGlnvLjN7lAbux2AV4a3VZoB4T5sV51bFVt14+21zeuLaKsTe/rtfd6GvT1y0F8GsOwTw1\nEyJ10vXeHX4jAtEbE3Ye3iMB8kLdy68F9DGLgVJzflKuZ52+62TB1CpcOPeWPJf9feph5YcnK3Ly\nIwfszvqaAw3cGg1eeo+RnfrLuRiaUg4GwdqDqy8rwl7hFX6pVaF6vi1yqMXL3lXNQ9rtpvvM8qh2\nz6cs+DF85Y0tm87OLQ7RqXyaqpMnK85PbyG45wA8FTdG4x6y2oP5TQG7h5rOPJoYl557vTb30xFh\n+pr219hFdkbnAOe14Xg6TSiSXjBnt7wJeEu9PHC3xo63HiAlw8WLcOR20CTAnhv+2m2o763LQOiU\nxUBCFky+jOBuB9epbks9R5RS8MfUw7PaxwB4LjyzeHbHqJVKa2VLpdJ7sibxGjJko1OknVG0PArQ\n9gkOusGOYdmrquuxVgWnLH4NkClGtmNgyIL3+MqW64GyHjtj6NTxaTthSHidl94icB/bMPdtwLEW\nfU47z1nwolmrbNZi94BZ4qbOf2vp14kwbw4+5Za3eo40DfiWu56mSwG8ttgF2OVas7fgxWL3mtnr\nJky4pt3aHt3gQp4Grl9GP9gys/fw+7iFvbIt6TTvCvCnLJ8xbSL9Zjtb/7cLmTzQxsR56e9rsae0\nZ+s201q9zldwuHDOPDsUUBSHj9PDWR4lPKmdBBpTS5UODqfVLW9HOou+iXQnRMY+nxQkzFapB2gr\nXfMeHGoS8n4e3wmN8YxpOge/6HKDCfPkhoc51hN1iiLx5vSOgfsY024ob856F27KAfyAKz6YaA/E\n5b4yYalfe+8BvTwrB+5WVoWYGK/heGFszmIXoSHAvjLvLmHJejjd5Bm6dppgx1u2kBS4W0tjDLgL\nY59CXqPeJ83bSJ7g1R2a27LkuVatUiAgAYfArNPrZxaJsCHlPpVWA7d2s1sDILXqVfLr/eqq3iEc\ny4/I3hMu/L7zYAGz/hJFOrKXEVJtvQ5G87VW3ENQ017ybjqB9j7AMYDr9rd9aC192/9jFtnp//YZ\np1JqzNg4LUfsWLNy5nF5+C0Bd69RU+EpTTx3WZdJimmHrtQEd8FuLkwzpQViC9raBT818amwVJmT\n2MuLCGUkVBDKllBFQtmFhx7Q5bdzNBwOyEjYafKxB/nYAk0gNhC3gbgt+jU5Abahd7eHDsAF4MUF\nv+J4d4C3/siTsR5Z3iJ0ykjUFoTHdFpbyWn+WvjY8QKHlmNqHGryBIMVfO8KsMOxMuQBvY3LheVk\nQ6rNx/RPThbIYNQD1M6X24HsAbhOm1ggY6uqixNPH+yNZpED2nIXOSDFtureKtFSjlXcxbO2BYqw\n561AZ9G3ZWfV7xbaSRvqPasSpt0FMh4s/3l9Amle8JQBG275y+M5jwc16XidR2PIEJg/Dj+/JeDu\nkQfSXnxO+7bMKpSzzHMg7lnvfT08b5y2rD2Qlks0b51Gwmwem3cK1HF3haqFsqWoWsqqoZi0FGV3\nhSISQuwAPkQC+1/ogD3GsPsl9v/bQNsUtNvuarYl7baApiBuC1iHTjBMe4Cf0v0XYLe/Vi7qqceU\nNa/J8rMoGruM4r/U1rq4F4cYT4O7XhGf0jbg2LKwyoO8gLZY3iVAt2SF6hDAW6Gpy7C87ynstuyc\nO2gI1O1A9AA8tTAuZQR4+1eL48eoJTs7IBbrW4aiyAVUmHYWTFW4pBEDW6oByh3P3qovOFxDJ02x\n6nk8RlVowX7ebUWnHVg+EZeBVDJlzZ+6yE6HycvoMaT53OM5qZf2BNkxad3xunx7efEPT28xuMOw\nUM25zywT5xjbY94xFnxfrhRnXdF2cVzKOp9zCO4zDgHfteAjTCFMe1CftlA3nbVeNpRVQ1VtqSZb\nyrLpAD60hBC7XyKBloJDcO9iutA2FsTY/bbbgqYp2W4rwrai2ZbEprtYFcR1JwDiqgf4VejqK4Cu\nXfZec9quGiLLiy29ZSHALoJDg7p10+t7zegiTVOgkBM+FqR0hUWgfRmA3QpCId3BNtxzgXpaXgrY\nc/lySkLOFW+VfgvkExNmXfNmUUxQrnhbjEzPS5PpBfeSXuSC9yraQSW7WcRNL1isEUHvdpF6iGtf\nnhfoFuAJ4AM7Hosy5vXKeT3/br/aqEmDu5Spx4NWmPVUjOVLibcN4nmQckDtWRB6GsETOPp5Mm68\nNSMPQ285uAt5zHlqvpyWbk1Gz0p3zExxxVtgt4vnLJjPzP2MDuD1fw3u9nfaQt1SThvKWUNRNxST\nLcWkoQwNRdFQFVuqcktVbClDH96DuwZ1uQcOgZ2CGPYpmrKkKUq2RcWmmtC0JU1b0saSdlbRbkra\ndUmzLGlWZa/tFx2YL9mDvLXcPfdhTnZ7pK2Q3uNwuBLJuuh1uH5wak5eP+hUenyN/vMlLZC997WC\n0SNJk1Kkcp6AHFnhbinn+fMA37rgtZwQhlUL6vRCOSlGfvXaGWm6eX+JtS3gLotv9bS4Z7ACLPor\nqPLl9YU31334VKXV32Qq2C/Yg46/GmBbqIyBvaZgK5ICPK2sWV6D40/W5vKP4S/tebBgn8tjF3Hq\n59syhgzS89HZwD2E8N8A/xbwUYzxX+jDngP/A/ATwHeAPx5j/KyP+yXg36froT8TY/wbb/B0hjsh\nl3eM+y1n0XtueqN95xbPaVe6BW8N7mPCZhHqFqYNxWzNZLamqjdUZWehV2FLRX+Z+wKx2GMP4/v/\ngIH7PiYE2lCwDX1JVcU27krt7puKpinZrGvisqYRMF8HWPYW/JJjXck4QA6aXsjyqzf1pg2A3R74\n0iTQBVgQbxP3VuCM0cpTJpVX+c+PHo6ftSWXAvcx7aA9KZ4VJmGnClLtHvKEdQ7QPS+fdbtLGg3u\nfdlyDHVlkgcnOexlgACyFCtyRObZ9dky1kp/3V+wNzrkmbfm+dKk4rHWzi9NLR1vNwGiQEygc83D\noeIs/+G477X//76KtPaIjcmn6zBm7KRc9/JsG35fnDqdzmm5/7fAfwn8dyrsF4Fvxhj/YgjhF/r/\nvxhC+FngTwA/C/wo8DdDCD8TY0yo7FbzsWFe2oJjRrWWuqdRjdHK9Wovb66tIPkt9tSBM9Zy9wB8\nrq7Z4W+YtRTzhmLWUNRbinpDXa+pJysm1YZJsemsdTZMUKCuroLWAHzeLS8pWhS4U+3uN1RsmbAJ\nFdtiwiasWYUpVVXT1hOadUWclLRVSawKtxmPut2SxkV3Cw979+LOKAzKRS8P1Rm0q17A3AoZfW9d\nxdoasWPOuhM9K9NzFz6Otq/ogfg5pch4723TSTvYMO8+Vb6X3uN9q8x7i+c8xd663RML50JvJstp\ncoFj2eBN3+m1alfswV2G5HV/SRX1a2scEitdpv1kkZ0MUe26LzlUEAKdNS9hshtGb4OVOjUFtFXf\nHXYc6wJFjnoeNGlrTVGFaetZl2/n3KUOehxp3tVlD5EeS3Z6yb6DzvN4dDZwjzH+ryGED03wHwN+\nX3//K8C36ATCzwO/GmPcAN8JIfwW8HPA3/FLt0zpaUk6Xcr6TlnnjEiXm3c3/0OvhQeTZAzzWle8\nB+xX6re31ot5Q3m1ppqtmUy6qy7XTIsVdbFmwubgSoH7sdV+7Jb3AN6WtunViA0TNmHCtpiwntRM\nyg3rumZT12w2NdtJTSxrYhmgDHsBo7smxR92O57dwqOFlD5Iq+0LidKv2ry3c/C6YA/ctQUyBMJj\nt+zIM/SCvcelh+NnT3/XfLurgZM2pelZJSqnNKUU/TEeOg3wnlVuwb524sSsLjpg1yJKn2chMkG7\n3sXVLnTTXyX76ev3gPfpxvyq/xVrXkiqX/ZVueFQ+V2xX/gq9RJvm1jx+vwKPbUmc/jiTdgU3Y6Z\n3YJW/QIbDhfUWTiy/DKGDyzIWx6y4Rb4h6aEbFnWkhiqz+PRQ8+5fz3G+P3+/vvA1/v7b3DI+N+l\n0/gT5Lk1Uh09hnFDIiwH8FaLT62SDXurPeWd0xa7td5TwD6jA/PdFTuLfd4SZi3VfM1kvqSeLplW\nK6bVmpoVU1bUrKnpAF5+KwXwkyS472EcMLHH4G5L3DBhTc0mTFiHrhaTcsOqmrKuNqwmW9ZFCwVs\ny0CsArEs+q5Q/Wu9rkKtc1leEytCL46HDuCjFtTWzxj7zClAL8z/IfDQlbZApMmOdc+y+NzoTPzs\nWUYecOv3P7UdtIzw+kGHD/G/BXaPuVM7aTxwr/ePkmJV1IE8EEtcZIW23G+AJ+wt6wA8pwP3LZ1b\nfctehgjp6svedpkK37CfIhPslUWu2mmi98WrWcgdz4W+DELHa23fvlEXEtgfdFNxOC7EMtfgvDWV\n0Gm9+ThrXVsl3C56i/g86ZGUnfuanX0fz1p5OHq0BXUxxhhCyL3VI044ngrmXroEsMMh46ZA3S6k\n09a5dctri/2aDtivWsJVSzXfUM231NMl9WTJtFoyKzpQn7Fk6gB87yzfgfyk/7+3yY9d83C4oE47\n7VsK5Q/Y+we2fdi6f/qKaVeHsGFVTCmrLeWsoSxb1lXDtqrYlBO6hUUFFCFtrFmj2vK3Bne5rOse\nONTkrXveAnjuvwWORxzOnwPdn589Aafdqh4I63hdRu5xKQMgZxwMyYQhj6CnAFgBUO0fpfHeTsmL\ngV+zn0u/4vDgGfHgSZoJHeBf980hvyJ3ZGgH9Syx0jVfCGgvgLv+V15DmnnV3wu41+wPqhJReOBE\nCd2q+iawn9jX7jkrbzWDwyG/2bHjhem+zFnWj02PV4+HBvfvhxB+T4zxeyGEHwE+6sN/B/hxle7H\n+rAEfVPd/xTw02eoWoqJPcs+Z71rrbwvVzNuygVvAT63UE4D+zVw3YE7V1vKqxX1fMWsWjIrFszC\nklkP7HJpgD+E382BNZ8C98MFdQWe435NvStxTY2e3T8AdrHviy1l0QF7MWmhbojljG0RiKHqgT0c\nT2Xpe897jolPfaxK5t4PBIb15ds+HwJ4/fBz0P8D/NaZyjoLnYGfv8W+rT/sL1RYzjLTYOCRTTfk\n3fNoLJAPXVr51/529RgBZFHwpUraey+gL+7zK1WsNgwE6PWWOW/4Cu6JHrLsr1alFxZ4CXxm6iks\nIlY/6hX1R570FLqUt3PP1yqjVqRFgTtiVNM3enzovMKDdkpLykx5yu7Lr6fk+226Naiel+Fh6KHB\n/a8BfxL4C/3vX1XhfyWE8Jfo3Hc/Dfy9dDF/WN1rIWpdakOUcsfntO+cC84IEbE0NbDbaTkL9Pa0\nOWvFz1Gg3hJuIsXVtptfn6+Z1wtmZQfsc5bMWPSgvmK+u1/uwF0DulwC+CWNA9vdBez+HWyHI9BQ\nHqgLUvL+f/f0JbODOkwE7PtteeW0oQgN26KmKWpaKqL0j/WwdhU6nPvTc+2pT9BGc7WB7vANOxak\nE60God3zhfmv3Y2FeVCO5IV0HoB/DvhJle7XB8p5cDoDP/8B/PawHSNk+T1Hnpsd0vLBU+RTcSng\ntuHOKtnQ+9NDX65YzhrE9d70K+AZe3d8DTztw+aqWnaNjtpaG6YtzFrCJO5eJTaB2AS6raD9NSd9\nnryUd81eCRAXvkwRTNmfNilKhfYu6Cl2zbctfT2kEbxFM5qftBvAjg/hQetmH3KDp8aF5UNLnrXh\neZV0/IfseTkCfztR9vnonFvhfpVusc1XQgj/FPhPgT8P/FoI4U/Rb50BiDF+O4Twa8C36YbKn44x\nDklA+0SOmXiIPCY+RRO3wG4APphkuQV09oQ6uxXuCNgh3LRw3VBer5nOF8zmS+bForvCgjmLA0DX\n/7Vrvt7B7TG4H66YbykNuDcG3Js+hbbSxVK391NWRrmYMem345XllmLaUEwaVkXLsuhwN1DtvHpH\nnjf9fXhrmQuwTzgGdy1HoLcmLLBLwkplsGDugbu2GKzAyZE37/D50cPxszYRhaywtOsSDmqWqnEi\nT8qKT3noPKU/5W63K+i1P1186gLsxV75F0zTC2ln6vE3dGD+lL2sEHCfqeYygH7w6JuW4umWMGt2\nr95uS9iW3amRcmpjAEJUlnVfdmQvg27Y74df9r96TYAsqBNwn6jmDux5T8oVZYKCw/UuKTccKrNd\nZKd50CrXJMrBpLN8a5/p0dH8Hsfj2i6YFSNC1//h6Jyr5f+dRNQfSqT/ZeCXxz/B04xs+NCVS5dz\nwVlN3WrtYZ/NGvgpi33MFji9eO46Ulx1wF7Pl8xmC64md8xZcMWCK+T+bgfuEjZnceCal3vrqt+D\ne7OD77L/D+yAvD2KLXfgLkCun9CFTY+mBSq2+2cGdQxuG3fs0EZo6K2N3Sp3emHEodtdA7z9Ol2l\n4nW6nVzRHShMKyuV5Fe7/7Svc8zYGxqXwvie2xAn/GHp8fg5ZcVLmrGKey59ivd1P+ZkQkoWWEXf\n2xZX0S2wDXss04vnhNevVRFP6ID8qUr3pP8vR8uyzxumkVC3hLol1qGz3G+2lE83FPPtnr+aSLGN\nsC1otxVt0x081ZQlsYWwhdBEdptf14G4DMTbQHxV0r4qujl4Lc/kKGk56EYUF614y0p+aeZ1/9sE\niGXPbnr164RjTVzi9XY5OLbcvT60AD+W51DpPJL8kkeuz1cxF3q0BXVvTjlLXY8cjyF1PCYdiXCb\nL2XJl/tyAvndct62N2/OXVvu/eI5rlrKq95iny64Lm8VoHegLpdY61fccc2tAvdlD7OHC+724L7d\nwbXMuZc9pAM0PZDvZ+PLPmy/7W11oDoIuHfqhrcFr9w9Sx2Ys1tzFFm10MSiW4zTFhx8kc4Cu140\np4Fd5gIF4HW/7Ba7am1aWwjeZeOspei5FHMau7ZchLRV8XjzdI9LKVf8Q1AOsFN8nwJ27cGz1rsd\nD/1zBfT0MdKy1e2azjoW3r+mA3MdJivjZ+pRV8A8EmYN5XxDUW+JRSAWUExbytmWcrKlLtbUxZqr\n9o6ruKBoI6t2yqqdsSxmLMKcGANl2xJiu/fdybcibiu2H09pmR42j5As1lOH7XFLdzjOpH8fKw8L\nuo9JNWXvOduy/7iTZlbb/p61nFr7Aser5scCt0075NrXwG4vi1vvxoK6M9GQcPSsbwvMOevdlpET\nBJbRFTOnFHtrydvtLqkFdbv97C3hastkvmY6X3I1uVNgvmDOHdc9kGtr/ZrbHbjPlHt+ynp3P2PJ\nJG6od5Z7w24bXIyUvX0O7GK7Y2fFxi/3c+5hslvGp8F9yXznkhdAF3A/PBGvA3lpv1gEmrZk01bE\nturBHX9OXX6tW36j2r5RvwLyuyGlx5cWKiXHQkYLlCGLXJerXfs2PGVBBBX/rpGn1DwUefw8xOdW\nMbNMrWWAtxbHFCFe+2v2ir4slJVV7nIJ6F9xuJhWFtnVwFUkXHVrcCZXK6rpqvvWQxsoipaybKnK\nDVflgnl5x3t8xjNeUNH0UuOKVzyh4gktxc6L1vRqfhO7I6S3d1Ni7E6YPJha0M2q1xRDxzKL/l4v\n8jswbvs/MXQuuhg5lq3eJQ/SU2LCIymM0Dym+SoH2pq8dCmDU7v5dVqp5+Mo6m8JuJ+LxgJ9DtSt\ntRYO5UNqlfyQa97bFjeDMO+2u5VXa2b1gqtiP7d+1QO4WOj6Xoft594XPaCvmMUls7hk2q6YNA2T\nbUMRW4rYgToxEtpIEWP3H/qjZgOxX8kuR8+2oWBTlWzKklUxZRFmrMJefViwYsr8yHL3FvABe5gv\nCtq6O5++aSPbpug+RCMuPwHvTd9u2k1v21rm+azFr2VDPKX/C46/V+0piu+ixX0u8tpIW2Z2/j1V\nBpn4U+szpNRr95w+fc4sngkTKMtjw75SWa1bXk/TyyWWvKymV/g3ma2pnqyYzhfM6ztm1YIqbqji\nFkKgLQJl0XATXnPDbc9vHd3wmme84BkvWDDvF8B2PjzZNLuKM9q2V+2vtlRfWdFOSmJZESehUzrk\n4Br5NoRs2ZPt6xIvy1cm7N3yO8Wgv4kV3beiOXzRg3l5YeCUNzXlBbI8+aZ8acHcW2SXypdSQM5L\nX0Jwz1nrNmyIyYMZpJy+oM4DdnVOfDFrqa621FdLZkW3gO7KuOJveL0DcrkkTLvq9WK7WVwya5dM\nmxWTVWSyagkt0EZCRAFg7MKhP9At7C3rAPRuwM20YDMNHYyXnZ9A3PFT5izMHvty5yHYgztwCPU9\nuDdlybopaLY1cRs7N562zPWlF9KlwF1b9iJ8d7xprbUxVp3Wyj2l8UI+ecCsFyFpD0euHYfiT61T\nrs8tUtuTqNQXXsoAtZIRdopOwF0sc/1xGH1C3TXHIqqCarZm/uSW69lrbopX3ITXzGPH5y0F6zAh\nEHkWXvKUl9xxxWtuiASe8IqnvNztbpG411yzZEbJnDaWrJopMQTCVUNZL6Gc0lBAXe4Xx72g2zIn\n4C7H2Rbs3fNb9V4lh20CnVeOgr1WEPcvugP2kv0Xa7y+snPvXr+ew3LW7gevvLGu/oeltxTcTxGc\nFsA9oTzWTWddRspqL801BuC9RXU9wId5d1Z8NV9T10tm1bJbER8O59ctmN/0LKoB/4o7ruId87hg\n2qyZNivqzYZ6s6bebCgXUC4jwXNr65Wu9h37JoklFPNANYNyEqnqlrrasirXzMol07CiDusdqO/n\n2S2wm8/WhIKm7M6qpy5p5iVNU9M2/YpfsRikDcWa99p6y6HVbt9DFJqDDrXu+NR40eEpgD/wR2bI\nWgTvGtkV8TnK8bhe0+DlG8qv41PXkBzwmLw/HUaOltXJ9N51AUH9BTeRCdf0q+Mjxfst4f2mP7Ax\ndq722YbJbMPs+o5pfcdN9YpnvOApL7kOnQzocLciwMFi2yvuKGh38kHAfX+C5Ypbbqh6r1QsAkXV\nsi0qtnVF07Q0oaFZVZ1Vv+mm6bp3Vl0jUxAle76TT7rLu0p4BArJLBmFIbfqXhpUW77aNe+56VOX\nXd9yH77T+Wx5HuA/Lj+/heBuO2kMaUGsw8ZcwfxqRFBFeXPtKRd9ynpXW1mKWXdW/GS+ZDpZMguL\ng+1tGtjlesKrI3C/4TXX8bZbTNPeUS8b6lVDuWwoFw3FEsIiEmQPa2qhGhyDe3+FCop5JMwCxbxh\nMlsxnW2ZzVasp2V3tn2x2X15zm65A9C76o/OrC8q2rqgaQvWLdDUNNtif/61td5lz60Fd5lzFytC\n99GBEl5wODlvwTvlDtRCxm6JO0VgaHqXAT71rnpe1HNh2kV4Ns1YGSFIY5V/OOzzMSBv54lVcWKB\ni9tdeF7AXYZH2f+/AT6A8EGkeL6her4mlB1X1OWam8lrbiavKesNZbXlhte8z6e8x2fc8JonvKKk\n6VsxUqK3t+4/BNW1XNtXNTJhw5zFbv1NWXRfkZy2q87fF2e0Tze08xWb1YT1esp6WROKsnPTV6qt\nZ+zd7+JhW7I3xqd9OvkAzY5k1WHFfhm+bI2xi+1kDFhA13woNMZVfp/FnZ6yYOfbYyL8YektBHcY\nr5Hre+vX0oMg9d8Cu2bovhyN+XYRrV1Il9vjfmC5R4pZQzVbd8fKVsv+5LnFgQaurXcB9AOAj911\n3d5xtb1jvl1Q3UWq20hxS+cyu2W/h1Xc2ieCOxMo5sA8Ul43TK4b2usN2yYwJVBVDVXVn0bXb8vJ\nfkaWsF+oF7qV+E1V0MxK2rag3ZSwqWAV9nN6GuTXTnvLwrqUEiYYvhsjEuGNAStEUv/hUHBowM9Z\n8Z418C6RgHdqi5LHs6lydHm2LF2epZz3DifcavA2TDG/fDRKdAcB9yuVzO6OEbCXPe7PILwfqZ5v\nmH6w6M6BKFpmxZJn5QueFS92gP2EV3zAxzznk52ib71jBe1uG2xLgazckbgpKwKRhnJnxc/Dgpvw\nmtvimlc84RVPiJNuX8tqM4VlQ1tDG2raUHQH5IhXXW+Fk73x8gla/REbbaAHOjfggYyVwnS4KNNW\nqTL8u/kAACAASURBVPasdlH8Up4i4cP78pwdY1LWKa76h6G3FNxTlGNWTJwNz2nvpYkLh1ktUKT+\npw6uOdge18K0pag3TCZrptWKWbHqrfb9kbJ2Rby22DuAf8WT9pYn21vm6yX1YsNk0YF6kG84y5UD\nd2HS1HuKi00fePEEwhLKJYRlJM43lPM7yjpSVJFQ7ge6BnRZfa8/PtMt9FnSFCXbakIzqWjqCdu6\ngrroLtlrq9vRrpTP9YtZ4HzI8J4nxxszliTOnpplXYpjvU/vEnnu0VM8cbbtUwvvbF95z7flDckN\nu4rb5NP72UWxtHPMmu+vga/QffBFtr/1W+BCaJmWK26qV2p6a8U0dNtXZT/Kcz7hR/hdvsoPdmAt\nvFPS8JxP+Ao/3CnUa2pec7MrY01NIO52rzzjBXdc7TbPvuIJP+Cr/ICv7bxri2JGVTcUwGoJ61AR\n677ugb3RvaRTam5UF4lRoZtePlBzEKgFp54jTCnVYww+b3wIpRbiwaFl75Hd/jb07Iendwzc4Zjx\nPLAe0uQx6VNMr5IMAbvdCieu+APAj1C3UHffZJ9M1kzLlXtevOxjlwV1h1enZz9tbnmyvmN2tya8\ngvAyEmSBy0vgVX/lwF2Om0TVPwfud8BSwD1SrKB8smEWN0xoCKGFcu+H0xb7Htj3n42VY2y3RdV9\nOnZSsa5rmE56ZSjAOhx7RbQVPwbg9Tqdg/GQ6/8U02pr3YKXBnhvy8y7ThaUowkfW4ZWDlJufvD7\nLGel54DfaoPOFYpjT51WHsUlLTx/DXyV7tBe2fbWT9sXITItVjypXnNTvuI63FKz3jnYO95/xVf5\nAd/gn/E1PtodIHXLdT/nHnmPz/hJfnsH+Ldc76x+4TUB+oqtOUp6wgueMWWF3v56W14TCmiLkjip\n2IR59643/TvLcbWL/p3W6v1lHh72io98Tvaon/SCBXsijucpS5HmSc+DNnSSXVBpPIBPLa6zz388\nesvB3QrglIbu5Rm6UnNswX+05f2cmz7lnp9COWsoZmvquvseex3Wu/3oYrF7C+p21nt8zZP2lqfN\nLfO7FZPbhuJ1JLzgENBfqv/y9ScN7nr/uAZ3b5uv7Neds/+uc8/cYQVhG4kNTJotV+2ya8GyIBb9\nVjq6mXgRNBrk91+Y68B9U05Y12u2swntEpppeTj3LvVdO/VM3ev+OzhVMjcWPKVx6MAMa63qvEKP\nv/DmccluG9LhQ9veLJ1iCaWUdxuurXPPDW9d8cY815ik19hJ8jn7w2j0gTZqLV49XTOd3zG7XjCb\nL2j7veUlTX8+xf5jUFNW/XbX/fRcILJiyoI5k3bDNzbf44P1ZzSvSzavJ9yUC66eL3jy3itCA6EN\nHWSXW9oi8IonvORpb+lHZqx40s/ry5HS3Wr8KeuyZjudsH4yhXJKuyyJRbGfJhcFRmSLbFuVFfWw\n97DVKt2O/7ypD1kkY3nRelJyHp0hS9wjXYbd+uYt0LNj/dTx/Wb0FoO7B+ynaEYppSBlrZl0KS/d\nkPvXc9HL9yWmkXLaMJmtqScrpsWegbUrXrvjj7bAxdc82XYW++S2oXrZdMCur5ccgvsdnZtMg7sA\npTfnbi34mr3VsVTXel9maKBqG+asqYqGWBe0k2IH7t1BOPsvycmlP0KzpmZTTNhMJmxnE7azgnYR\nidOwdwOKxW4Vq1Q/6O4VcN8JF93RYwF+rCWh84iggrx18K5QDuClHe4D8Lk8OYv9VCvd09SLwyJt\nEvmVj8Lo41tlHPbzz3W15L1nn3D93kuaSck2dAovsHPDP+eTncdLHy8tC2mhOy66ahueL17w3uvX\n8LvQ/k7Bqp7w5J+fsXg2o2621OstFJEmBBbFlAi85mbXcgUNc7pDcMSs6HjzjnWYsJ516kZbBSjr\n7kRJsdQ1uK/pZI0sHNZnTYg8jECMzs4Vy9Cyrcfjwah+hTwP0anb4uz40js/5L8eQ97Z8kPTB+ej\ntxjcwde8x6Yda7V7QoHDcWeTpQClMpdxyYc6UtQNVb2hrrojI+1Z8Bbk52qby3W85bq9Y75eMrtb\n7y32T9nvRbUA74B77Oer4xZiw+5ciVD2V0X3oSt9IId8OUpbz+aDLQWRSbmlLBs2LNiWgSYUbEN1\n4ArUX5aTN999NjasmVQbJnFNW09gGmEVu/3ENYdueH3ZPsl4Vvf8asdETiEcunJky3mXgR2OrZw3\nJespSXlMPEUg1YeWma08MJpiUEp/Ctj1oTVitcsRsxXdF9zqlmq2Znq9YH59t+OHmvVOqX+PF3zA\nxzvX+rP2JR9sP+W99iVPwwueFS8pYwMtlJuW+WrNfLuC1xA+gVldMn25YrW4ZXa3YbbY0Fawvi65\nnc9YFHPuimsmYcOaCbItrqLhJU93c/NCTV2yKSpoA8tNSVNNDvfpi7Fwx3G45tcJ6pTJvh+iZ517\nCraO1+Cemq451YIew5Me31sl9vE8c28JuL+ptuMBdorRPS+AFfCmWh5AeMCu3XQHin/s5tunLcWk\n+/xpVWzRn2a1J7bL2W9zcdXHbqvb1faOerHp59jZg/lndCD/kmPL/Za9W74H9GbTXW0Dba+AFmV3\nlRWUk+7+YL2LbKWzl1KaQwmhgEnYcDW5YxtK1kXNOtS7j8x0C3lm/Xt37y7fg6/ChqrYUJbdF+R2\nH8uY0G3Fse2dAvmBWZfjcZMK98amJ4jeZG79VK/U20Ip0L0Pr5+qUOXySpi11DMrMTXme2tS5IAq\nsdKvgPforPgbYBoJT7YUT7bEJy3ruvtOg7jdP+BjvsIP+YCPueE1NWue8ynv8wnvb17w/uuXPF2+\nYjpZMZ2sKJoWVhCaSFk2tDMIN93zithSr7aUH7WULxrCy0g5g/qDBt5b89XZJ0ymWxbFjFXoDrh5\nxlNe8ZSP+eDwA1RhRVG0UEFRBhqmbJjtFX6hNYd7/COdvJBDew6aN3TH0bZB4WBqsZo0ul3QdooH\nbYjsc3PTahL2+dNbBO73pRT6DqWzAsII8pwiKfep+XZrydd0FmjdAVZZbamKjQvu+3tZWNdb8HHB\ndXvLfLNgsoiEl/EY2D9lP9+uf2X16qa31LfQbGG9gW0DTW+5VyWUJdQTKCqIVQfWBwvYNKDLvW7e\nCkIVqScbwtWWbVmyDgLuU1YsWPZCTT47I20wYcMkbLrPxJZbiqrpdhfUBUyCD+a6vR2Z7Bpru273\nAlOdbqlQv5LnvgB/X8D7opOjMJ+lvPvkSykZFrG9/ybY6gF6q6t48K+AD+gAvrfiiycN5fMVzFvW\ndTcldcNr3uMzPuBjvsoPeI/PmHNHzZqv8RE/yW/zweZTrl6tmb3c7Be2roA7iC20z6C9huIGwjMo\nVpF6tYWPgB8CHwPXUMRIVa2p+ISnk89YhpolM+7CNS/7M+1q1sjKelkHRAFtUbAtp9zytGs2AW1p\n0pV6f5EPG7r1PpZvGxSwSwEpizf0jQzHrvqUEXcKWde79/wvJm++JeD+EHQq4JvBYo35FNh7U3dH\nBkAklC2hbClDQ0XDRH0aVR/beuis7s+JZ9EdI7tsqO4ixWu67W6vOHTDy2K61/v7+Bq2t7C921vp\nTQvrBjYNbFu1Ey5C1fTrf1oot1AUUGygit0VPJ7S7z2BUEMxhWoWqWmYTtfMClkoNN9Z6wLoMgO/\nb4v+QJxiSygbQlUQq4A+GtddC5HztDhdPID8zjjR7sDGSXehQ7KLjM4tJHMWufe8XD9boDdp9KtU\n7I+VfcLhB2DEJS9rwvr1HSFAUTZMJlsmk06BnbLiKS/5Gh/xnE/6+fTXu6Njb+IrpqwoY7ennUgH\nols6hf4HEO4gPIHiCYTvAP+kf+5PAN+g89g1dDLhO8DHkfLrkcnXWwJbqmZJWQaapxWbJ3X/AaoF\nU2a7NTGyPz5OoLpZU5d3xDbQNt0ROnHVL7KTaQl5b5F/Ei74KQt5i9DNv8cS4oHPXvWTPnc6R5qP\nU9vVNAZYl34q31i6r1fp/vQlBfeU9TXGvapoCCwssFjA32n4EcqWomwoisYBs/1/mYGeGgt+2qyp\nVw3VrdruJta5nmOX8Nf7++0ClnewaaGJPbvE7toC2348V21vDLdQb/vqB5iUMGs74D9oNjhc1CpW\nzAyKWSTMYFI2TKs1s8nht+Q0uMu1X1rXf3imaAhl07kTyiLtdk9Z7Kn+OupkF/nVy0qac7sD33Xy\nBOy5yfO85DwGOfDX7jiTRmOBbHcTcBdQl2vG4eLNtiugLFom9YZJ1SmvNWue8pKv8gOe8YLrfrHc\nM17wPp/yhNfUcU0Zu48+7cC9pbPKvwN8CsUVxCvgH0H4h+yn0ebsvW23wPc6JaO8aylCoGo3TBdb\nqjqyZsLySX2wFXdLxYop8iW5OIHyZk09XdA0BW1T0GxqmlfFfnpCFtLps+ZlK21gPw+/7tuzVS6/\nWHMM7jBOkdbAnpLz3u4Nm/4+4J4bUw9H7zC457Qky+g2vZX82mLvfzWwpwx8HZ7y6pUQqkhRtRRV\nQ1XoXd56M9ge4A6s9th/l32zoVy23clzGtjt/HoP7O0raG5hcweLFdxtO3C3H1s72AkXe36Mh560\nuu2++xAjTIoOZ3cYqcFdLJoZhP6q6oZ6tu6+UEd3UIeefqhZ7xSbo2/BFw1l1RCrlrbsFPyTFs95\nfXUwbHrL4aiDPbAfo5k/rub+dtFDW+2pfkp1vtdXGU+O9xixSr11NgdbSSNMI9Vkw7RccVV029qe\n9s5wOXVStro94RXPeMnV8o7pckP1sqV4ETtrfUG3sPV3ge/RTcXVEGrg/wN+h07x+AbwNfaLXhd0\ncgMI1xDmkaLugCwWG66XC5pXJXf1K+4m12yLiqIHvme84D0+oylKQt3JsdV2ymo7JVYlbYjd95jk\n3ad0uCmr571dOFpHjnbOo+HQ45MbA7k+9yx5D+htWTjxmnILRlML/M5P7yi4eww7Nl8KBUzRKfwf\nsuCddTmhipSTptPYyy1VOASxQ8v1cN9793W3FZPNmnLRHLjcj8BdWe7NLSxuYbGEuwYW8RDM7QX+\nInQB++2mc+HPQ6eEF3qqSt5fNHf1Wdty3lJv1syagnmxZBGWB5a7XJW446VdQrfosKq2xKoiVi1R\nPrGpvSJDXhXbh/r/gRfO69xTwTpnPXwZKWdBv2m5Xr94YJ3idQfA3XwqqGSPC7KdMoUpMk6nsfsu\n+3XDpF4zD3c85SXPeMFzPuEJr6hZM2PJDa952oP9dXzN/PWK+gdbqk/bbleM7IaRNTaf0Vnk8gov\n6Zi86OO+x+Hx7bGv0yf971e7q7xpuNksmPygYf10yurpFOrIlDUT1myYADAPC35YfIUJG14Uz9gU\n3VfpDnBTFPySTrC84piVRFYeTHN7fSSaSQ5ojxjZPAj1oDFWuZSXSm8X/gUT/njK/VsI7kMN42lr\nY8pMaeXq3vL9GEC3A9ZZcBvKSFE1lBNtue8PYe2AfXMAdjvrvV0xa1bU6w3Fkv22tlf+FXtw39zB\n3RJer7osckCdPbtmCNzF8Gi2sO0Tyvw7ke7zsRbc1Wcui+uWet3SNKF7n2KZcMsftktFv6ug2tJU\nLUHcCpkFzclu9rwwIqQD7D8DmxgX9xpjMJzPsyDeJTpVOTqlXAvKKevc68cUIifipBgZb7rbPFmh\nrNQwjYT5lup6zWy64KboLPb3+XQ3zy78LlteZRvs9HZN/VFL9cO4n377fn+pbalx018vIK57nftT\niN+Fag3lCkLF/vz7F33d58DXoKxa5ssV8xcrlmHG8qom1HGndDeUBLr1QjEEtqFi2c4oQnvMV9I+\nVV9H+XKc4KxOtzs10mNYON6OY9PrfPZUOu0aGMtnejwNWe5i1QQn7LIVzpDHaKk0RSL+HHVIBI91\nyx/Nt3eMVZTdlpVuQd3WgJkcBGlc9HHDZNtQrdvuHPdF3J82J9ft4bW97ebYFytYNIdJreWeOqDO\nLvafsB+uVdMJjBCgKrpF7Lt5tRl7TaK/wjJSLkP3Tflpw6TsVsRbr4Xnlq9Ct2e+qNpu1X7KLT+k\neGWHzFggPpXGjGXwLY8vK1mA1fe2Le/jHbFKgQCHRm41gELRDfSC/Yp4/TGYicpq43ognVxtuL55\nyc3NC55PP+Z5+Jj3+KyfY7/tj4TdIIvWuuW0MxZcMdtsae+W+zU0L4Ef0Lnem65ObQurF7D6DDa3\n3bUo+1OiX8LXA3ytgJl8F6Jlv+jtNfDP6Mrvm2d2s+D55lNC0xKKyDZM+rUya+RM+1WcsmknNE1J\nWxX7s+XvVNfIh5qmdAsO5QMzJLrAHf5DrrjHXPtit+JJ2Od3KNVbCu5j052zYzPAnrIGx7rly0hR\ntntwP3LL+4vrJmyYNFsmq9h9j12AXYGnBfntXbd47m7bueIlyWvSlrs+oM4DePnIUwDKplt4V7Qw\n0+AuloGpX9ED/GTVMimbbkGRs87gyHoP3Zx7EVqKsu1cBQnlaWctjPGwnNL39yapzBDDj7UUvkyU\ns8gx4fchbcmJYNbauRk0At7aKyVTTzJ/LEwyP74m12ue3nzGV24+4v3wCe8Xn/Rz7N2JkzOWVHTf\nNO8WsNW7MyBu1kviXXG4xuaHwHf7Z77XrUdbfgyvf6fj+bsWXgT44St4+bvQXMF7VzB7yn4F+1P2\n4L6hc9P3ysn8/QXlek3RbtmGikWY7zxtO3CnA/dtUxHLgngdOuD+rG9OWUgY2J9uueBYllqsdPsp\n5yrVFvtDk7dl7vNVyt8ScH8o6+kNaQyopzx8B+6qSCgiIcQOrEhf5e5jqN0J7EXbEppI8Hzp5hvn\nsT+UZtP2F/tTIeVXHyuv7+FYH63YD+XdVvcI6wh1062oPzgSVrQH8z9sIbRQxMP3s99+P7r6tura\njmOQ9to61WcPoQ+6dB9r8l0Fdm8udEwenT5Vxpusa8gxrUkmX4GTMaTBXPQ3sezle+7quxJhEimr\nhqrcEGiRj7TG/t1q1txwy9P4kifxFTfbW67u7ri+WzB7vepWyQuGab7q67Et4HULH61g3fN8E+A6\nwizC1aI7x+Kugc0G2nWnlM9KCFfsz4HffTsi0MZAE8rdh50ayr6+IJ+YnZQbZtWSdR2IdUUzKzvr\n/T32n2mGDvSt1WDXzBx53oc09YK91HrTMSBkLXIvvR5zQ1MFD09vCbh/ASk1vlIAkurPPi4UHbCH\noD+Cevg9Zg3wBd32l0Ds5rVFG/YuhdZt221t89zvFtj1WTRSVc/R5bnxm9g9KzYdeB8Vrq8WaOMB\nuMt72raQ9gjEfVuFmLa+c8pXqp++YDrku036s51DlFIETiljLI1hXg7Hi/7SmZxEp8FdH2SjTquM\nRfe54w0Tlsx7T92aK0om/Xa4r8Qf8pX2hzxdvGb6gw31R1umrzdURX/wRDDP75WJpoQXk27xfOir\nNS/gqxN4OunOgGoX8HIFt69h+xKeN51yXj5j/xnaXmnYLsvuYJuy+1SNfBpWzr4vaJmEDfNqQVsU\n3G4LmsmUZlrB09DVUb4WJ94BqdiUDvjr/levYWgwa1887fzcTCwd6FnjHngXiXhd78ejLwG4pzrZ\nDgBPq3Ly5pT6MZdTTjd111vuPYBrUE+BfEFDiHE/hyVfYjLALqfOxW2npYvxnHLB66Midttw2XvS\n4HDoFhw7DbZ0h+G0WwgNFDmAbyFECNF7R/1RWOfqMh4CvO3eU/qnMHmSLkHvIbZzbfoLHVtD9n6o\nrTzLXced0ta5tBpEhuSEk9WOKTlTXU8RVdCWRT9PXVNTswnrnSVc0FLRULPmmlvej5/y3vol1WeR\nyffi4Xy0eMkCewWCzlO3jvtF8xXdjpb3SvixCpZrWPXbYFcr2K5hO4coR8SiMk6hjQXbUHZfaOy/\nASFfcgSo2FKHNU1Z0pYFm3LGMrR7BeeqL7Pl4Et4u5kPO50meBlCX59TBG2OJ4dIjy25z84TqPI9\nYPfq9LD0uKqEQyGEPxpC+M0Qwj8OIfzCwzwlZ7Z5mp9zAtWuwpw+TnQ+V9HsBkxQQH54H9PhbUxb\n6j3Kxk1/nOy2d81FB4g5BHanmIOwNpNuQydQNg1stt0Z9dF+Zc67orxfe9QWhRO+U35ChCL6XXyf\nEZ7t4yF3oGdVjLAA3wEax8tem4h1pM8rfrBaMo6Bh6zEnvRXBOVVhAlg74aXE1K3dJZrN41OQ8ld\ne8XLzTPWbU0Zm37b2y3X3BGIO+t4G6rO/S0HvdzRrWyXD0Pd9s/5gN2WtuK7cPUCnvebSe6AlxGW\nEWLszqSY1vB0Dl+5gq9dw82km23Y4VjB7rjc4rplUh6eO1HQ9q8fdwdtyTqZsm06gbMM3cP1wVp3\n7Of3tJF8tIjOat6pMaIL0HnvIwTGgPkQ6bEmdXu8KbbP1XIPIZTAfwX8Ibo1nv97COGvxRj/4Rmf\nwrDwPUEYh3TUqKpYkC/2lqcG74IU0O3BrqDn0JQrXoP7pptT2/S8pqfAU6BtV8vbV4G9TDua6o/d\nEbZrurn3cgthAOBDGwlx78E4BvN9u+w9Gt1v166x0/CtXL6PIibCJhk5pCy2Jv7dPrVuPC9rQauF\nnUaSN5kvH0NjlK0csPf5tMd2d+AKeysaDj/3Th8nHjYi2x7c223kGS8oi2b3sZirfnn5gjmrMKUp\nSmIIxCZ0X0KUhbKyv/2WTqI/B34I8SMoP+7m1Z/Tebpl3doqdt9mqUqYVN0c+5P+gJlQszuri9jX\n/aort7huqcr9Il/5QlwkEGiZsNmdXrempmhawppOobmlA3Y5aEtc8xrcLcDv+mIMSOo4bXXfR2Cf\nA4y1YmEnOB+ePm+3/M8BvxVj/A5ACOG/B34eOCO4e2Q7OtfxJw6MnDGXAJ3uVoPXIZgVykot+2vn\nsm4joUlY78rkbpvuIzB2vt1e0RRh3fKa5JwJC+67K3bTAG3TTQ3sCnVBPlLE2L9fs3vXQ5Bve2A/\nds3vAd7pMlepynSt292SObdQZwgs4N1dHHcfXtZaVMpSekyFyBsk1rOg6qfc60fKoFRbu7e27LfH\nlS2haqkma2bVHU+qV8yKJWU/vhpKWgIzljznE6Z0e8xfbZ9w82pB/dFyz0NrYNXthPl41V28gMkL\naJbw8RZ+2Lvm++UtfNLA/7uGdYBNgJspfKWEZ/JN9QUdoEszbIFbqO5apndbrmdLnlavWJRzbrkG\nAiUtc+64oWZDxYI5RdF2n7KVhXnybXft9fbkozhQS/ZCicDed++ZHGP6dux4koqM3cpmF9tpUH8T\n6//+9HmD+48C/1T9/y7wr52n6HMIhRMHhOd694o4AiBrtVv3vIBaN8+uV5SHGI8X0xlgj20HsjLf\nngJ4bblLmBS9r+nhvbyGC+z9cbYTC+6O9R5aCDtwP1RgrKJz6Jbvgd1rW09g2PDR3XuqcPjS0T14\n2balNt3u605NlX1KPk/703VT4C5npmtZro1MrdA27Kz4ULUwaagmK66qW55VL5iHRXcQDIENFQ0V\nc+74Kj+gDmuWzHjZwORly833lvs56w07cP/dT+A3PwYWcLPpvGWfxP2hcxM6Z98nW/5/9t4t1J4n\nu+/7VHfv2zm/y/82mtFIk4wm/sfO5MHBItZTiMGRmQSCZIIReRAE6ylD4jyFICvBNomxiUHEClgE\ncjF+kMAPJthEVqQIyU+WhxDLyBkLS9aMg/6+SPO//C7nnH3p7spD99p77bVXVffe5/L7nd/vLOhz\neldXV1VX11rftVatqmbZ9HtbBfhCBVXVg3vLblcrAdkN8BzKFy2zi8j5YsnTxXPW5YSPeQ+AkoYz\nrmgpuGLereYp2+32upz3UwpXqmuHZrVkSc72dQ5Mmw6+17EeNMmjlc8hshvl3IRr/3R61eA+8ol/\nnl2H/T7gw5sr+p7R6OFsUZjXrEdeq8a8rvSbwG/xqoTDkTSygb+kzr8P+Mpxtx/VnBS3WLet/e9p\nfglBnVIirTdWlNoATKCYthSzNdV0zaTaUBY1shRuw4RLzrjgDAiccYl8nKUtA/EsEJ925QaZ7xeD\nNkJcw3rdxdkQoZnBYgrFptuNLjbdHhfrAOtzaM6gnXXL5jYbKCZQyh7weuneBGJZ0ISCplerd4p3\nZ3jIFtGy0oWi7RWZPiZG/P3SL6L8aEtB42oWw3N84b27Y8l62wSwtdshR3q8fLs/7s5AeNXg/hHw\nJfX7S3Qav6Gvcbwmf1MdeMTA8OaMPMXtYDpHO+Kt47kw7FP0LrvOdo+yQ5bdAU99nCKU3YfTqpLt\nl91kt1Z9wL7jGXPubQKnHWV7R+iCdcoARcH+DnLOJjOxgBhC/3wFenX7UJhd1O/aTrsNvZPRPP8q\nNPAP+0Ma/wt3WPfRNJKX/wh5iX3qHKlXjkf2PV6jrhj2N2Tx1mjD/iqWAEyhnNfMFiumsw1tFVgx\n7795WHHVf061pOWSM1qK7fckZudrqn9tTTuD8FF3cAk8gqqG7246T9nHz+CTF10A7effg/feh08/\nhY8/7jaxCnQ7SL7/eXjyZXiyhvm/gMtnMPsCFJ+H8D6da35Otz7987B6f8Ll4znP5o/5pHqHT3mX\nFbOtJ7Gli/5v5eFDB/DQwrqAi9BN/guoL/uj4VAp0q9n+4rskiCPJ61iphf1XpeH9fyLLSc3xfTl\n/pB2/fI12jCOXjW4/9/AhyGEL9NtdPgjwH98M0XnXqC9lsp7gMLD1CYO750rizq64JVyyivwKwJR\nvmOuQd4ImkLAnW4XObuRmwwE7bSyQ7g0+bXnzD1CV2dRGnC3X8UqgTLQbsG93Coy7YFDfn/SIhKI\nsQd4x3OqOngf5N2oXPPAB4l2vauXJ0XWUnzjaCQvS4fnwP0mrJsxlvvYuvR7Nfn1vJWn+Wr3vADY\nFMppw3S2oprWtJQs45w1MzZhQkD2dmm4YkFLQUXNgivmZysm/+qG9vMdX8VPIEzowD3A52v4fAP/\nX4TVsrPSv/gUfv/3dJ9yv3reTdGXdF9w/MLn4Mu/H6pP4eJ34eolFBVMP4DwDrtP1D4FvgvWkFqx\newAAIABJREFU70548eiMz+aP+01yn7Jm2lvrnXdBNrbpuitC2XbzbpvQKSJr1W9rOjd9bfpLs4ua\nvnQ2yHDelzdffhCldwLpceIpFPpaLqL/bgyEVwruMcY6hPCfAf8n3Xj7X242Uh52HR3YveCCfQlv\nf2cGwgl4v3fvAcAEiDuA0nHy/kzz/lYu3QeYORQsCmVD72abTPrltu3hZ1sr80glh6SL1zEvFtQn\ndNvOTkuY9nUHuWD3fd+z3kMXDbz1Xuw/e7sH8MVef3V9qwD+Oop69h17GoKuSP8e0iLeHBrPy7qf\nLA0tb7Cuc31+ikKgZUPqmpYdtj52TNCw221twm6J14L9TWb6+ff6asLy+SM27Yyiid2W0ouaalHz\nTvnZ9qtwZ1z2LemV+U0BnwWKTyBcQpDvxrd0FnH/ezbr1rLPVrB4DvGfw/QzeLqBadEtd3s8gyef\nQPMPu/snE5h8ESYzCC/pQP1R/4xr4DnEpxDbQEXNORdEAlfMaXmXJXNe8IRnPOWKMxoqYiyJbdHx\npuzcp5cHRnYW/AUd0ItBvul/17GLAtwqZEPj5Kas9FNIz8/YNmmF8vbpVVvuxBj/NvC3b7cWC+4C\n6Clh3LAbebbBnA4Yqer6nZcOY+X9/dn2rFfZ/tIDTAH3Csqq08gnTQe8Ftgl8l2TnY20FrvVKTS4\nTwNM+mU2Qe3GdWixqyOkFZqW3dTEgVs+hp2L1OJpSoEe866OAnev4hHK4htE43nZA9Sx6xZzSyFO\nAffUi7bg7rjxRYYL8wi4y/fKS3bgLvZDQwful1Pa5xVhHaGGMjZU79WUs5rzsttX/n0+ZsEVwNZr\nFzcFPAsU/5zuWxKyMcya3S5vAu4FnNWweAbtBqZLeLKBxyW8P4N359B8AvXHwCOYvgeTD/pptJdd\nGjLv1oM7V91SvJKGcy6oqPmUd2l7kH/OY57xztZ6bym28o0y7O/QJyJYwF2Wx0kk76ZPj7E7DhSs\noff6qnjOLp3QPtBjp5dPp1cO7rdPKfecZWqP0QfA/ZTDKacbux1ItUHPM3tgZvZu03Pu2pRWyBv6\nI1bdvJz1jHuWu5BWcXQVtipbVkU3515UvUveZjS7UHX47D9jdo+6brKe2IZ9Xo7O+THvKAvuqUq8\nPPbaAx26MK0amSPpSw/gjyXPzWOveYaAoHQ/cNuwu0UbjOJ2lrkr1dxYFzTLgqLo9pWfTFbMyiUL\nrpj2i+RrKpbMeckjir5tVWyZb2rCit1qMMELBZZT4MkU6llngIcVVBtYtB0/nk/gfAbLl9D0m9+U\nBVQLVd453UdkHtMXAiG0lH1EQCD2u9MV8gHqLjIgzlluzriqFyxfntG8nMBlgFXYD57LhTtIX9r1\nt8nMlhevq1CnBMFYy857MDvhebv0FoD7LVHOOLMyIzfG+uuxDbSxB7Hgb1mj591bStpQ9vnZj2zz\nLPj+vAj9XDiHc+6ekSuiDfZlSArQt2UGFUiXA/atj18Um3Kr8beULqBvwT7ujqQRZt9D6l29PQb2\na0B6cvUYsvlvyr2Z0u6stih+9ZptFGjTc4PdShU6N/mL/tZz9t1dABuoqDk7f8Gjx895f/p7fFf5\nu5xzwYaKz3iHT3mHp7y7HfsVDWfFaleGxJaxK5OLbuOoxzNoH3XeuqLdKfUU3Xw9k37Kruz4NUD3\n56w/PgA+1//v215OG6bFhrqH+A2T7Sdol30gYN1WXCwf8ezle6xezKmfTeFF0fWFfFsa1VcFu6/q\nyQZAe69aK385RUyn3YRbPlfPMeVK+2204O3SPQF30e5TVvgrohQ45MDeMxbazvKUeXex3r1jf5V7\nSVsUxDIQe+vcnwBny8hF1UXJTop+3j12Wr5sqCVxLZ5S7SkEMo22rSb0R9nVZT+SYdtEBbGXk22w\nz1cooHeO2B2xDURvanvIQk+9J/dF3xRdF9DuO+k5yVM0KZ3/JmXBEMNK3SqYK7Y7q10Du4iqHmi3\n7nIhZWEXbcNkumLx+IKz8JLz8JKKDWtmPOsD1p7xlIqaKRvOiiuaSUmcQ5hyyJB9uVWA6qxLi/0n\nH0tgGntAX0A4h6KGagXFVM3fP+2P9+mi5B/vnquYxX7ZXme1X7HYHltXfFuwXC94cfWU5qKEl2E3\nny4eB+1ht4G20tXbV209OzlhmvKmHUueQDgF2IVs22+f7gm4w3imti/9JrX7EdXlpmL1tm9qU5fY\nBNqmoGlK6rKijhV12H3RfdNryPqL5vKl801ZspkFinmgWEQK/b1o0cBlQ4oaqgiLCO0S6ro75Mn0\nJ1/tfvLgA3vJbtpvASxKOKtgPu+Fy3l/8Vydqza2c2gXgc2sYFOV2y+3+4f6yn2saNpOkLRNAXU4\n3MTHC6wdUsLuhMYKiesIk9eVhpae2We2c+qeoG8z148hAe+a/Lxob8aGsnNPbQNN2A8SE7eXBLtd\n0TGZGp/1puJqeQ4XLZPphnLSbneq6zaDOWPJgoaSgpaqquFpSxOhWEB4BOETuu+4t3SgfMnOCu43\niCLC7CXElx24Tz8A3oVy1nVV+ACKr9BtPTCn48/HfXes6NzzT6A9C7RlwZI5n/Iu/4Iv8Iyn+1+G\nK1rKyYZysYLVhHZeEdfFLky/6du47LtTUEh7IQ5mWuz7TjGuN25eFXn8+zDn7pB0knYSp/JoZ/JN\nt8GpV4+3FNjbHeTU71hD2wSapqQJJXUhIFb2/32wW4cJm6qiDgXVHMIiwFncB/dzdh+qqKFqu5Up\nMfa7yPXIHehkk/0IjN5b/sD1zk6ubXWJEhYzmOv6BdQNsLOAuAg0c9jMQqeohH0lRvao3gN2DfB1\nSdsU+zvg2a14x3pVku+cXIYTaUij0APoTaIhvtRWGBz6kazA1kq8zneqYi/MmvMqiLnZz3NJhLxY\n0uK9lyYIQAq4q7HabEoul2esLkpKGkIFZ1wwY0UgcsWCJXMaqg7cJz2495Hs5VM6MG778p/0/xfs\nhk7vUZj2W9JSQfgC8H4/fbYBvgvCV4A/wL73Qdo+Bd6DeB5oqm4Huk94bwvua6bI2vYitJTTDWVc\nEleBeFUQp8UuQl52qVv1dXjgntQBh4Bd0rV36FWRN5bhAdyTNMS0nk92bLkWkfW5qtp6gcZYhB7A\ny/awTaCtS5qNBvYO1MVKXzPdO7oAlhnLYsaSKeU0UsxryrPYRbmKZrxkt6607UVj6Fzzi74bywaq\n5vBrcRt8cLeR9pPQW+wlLBYwOe9cfttvQT9mF5jzRKWfQ7soWE9LVuWMVTFjyXz7bPKs1mshR9NU\n1HVFuymIdXC9Illva+p92alW1/V3rMnvaRJjLPc3jbSwHXq+6wTKyX/7wq17VFv93n0DczZt7LxG\nEjgnt0uE+YodUEn09yVbzTiuCuKqImwibVMRY7frm+zytmHCcx7zGe9wxiVl0bKeTNiECWfrFefV\nimrWdDz1Hvteq6I/f9EdYQ5B9nf/HPAucAbhu+j4cdG3rWfy9izQnkP9tGL53pzl+ZzvTN/lO+Fd\nPuFdPuOdPWOj6YPsitjCOhAvJ7TLkrgO+x+OkXl36Y8LdnKqn0LYKkHbDtVKVypgxgK9fYf2vXtC\nITcm9VhMKX85z5EGkNunewjuY8gy7lghmpP4cb/olLU+5Ja3Rw2xDh2w1xPqynPLT/YAfkUHgkvm\nLMOcZTFnMmmpFpHJedsx+pJOsCzpGEba0Cu0Veh4eRJhsuoseg3u+qtxHrjvTaEHOJt0W1xOzqEU\nQPeAXY4e3Jt5wXoyZVl0z2KBXQ75DpW22jdtB+5NXRKbIu0dGXLJe8B+oPAPCZgxZIXK20i2Y1PK\neiryYwxJ39q69A5ikk8xxUEZ3gBR12LbBdRJNTLeoGMM4T+Zixcwe8nO7TUL3c5tm5Ki6TaumbLu\ndqNjxYaK5zxlxoqShpqKy2LBcjLn/fCMWVtTFU0H2O+bNkxVG57117+L3Vz6U+CL/ePIZjK/y9bD\n1j6F+osFl5+b8sn8HT6Zv8dH5Xfzz4ovcsEZRf/gLQUbJrQUBCJl28KypHk+o31RES+L/luzdJ+n\nFU+ixCQI4IsyJMf22zDCd/oLGCkFbujd6Xsyct4lTzH08uSU0rvj/TcU3CEveO3AsPlTyA3desuw\nDwI5V28O2Ldu+UBbFzR1Sd3uAN3+F4AXAFwxYxlmLMOc6aRmNq9pzyEsu2Nrudeqbf24K2IXXFO1\nnSUfWqjb3UdlNrH7JntDlwa7KHsJmqv6tEkJ894Vv7XY5XjEPqj36fERxHOo5yXratKBe6+w6Ofr\ngL3yLfe27NzydUG08wljXPPeu9pT9D1hkbPmhhj3WGXgbSDPxZ66jrqeE54pK3zosPlTTC6M2/S3\n9aHrLdsd6GQ9Oyt2GrHekU005DmdlVsXNJuKzXpKQ0UoIkXRsmbGZ31AXUVDGwKrMOs+zFLB2WRJ\nuWgpQ0tR9WAju+NN+rqeAx/TRb1/b/+/nzKL5x0vhmd0mwV/GthMK+qzivppoHkfLj5Y8Fl4wu+F\n9/mXfBf/nO9mxZQzrqiod4ZGnLNs56zWMzbLKc1FRbwsd3JIPlErVoP0j1jtwqtyfYudLf7nrTyQ\n9t5f7jhFSdeUuken2zF+N/QGg3uOtMae09o8xlYafor3PVlgf+8BUICmoG1K2rbEWuwbxz2/Ytrr\n9h1jzcs169mKyXmgXEK5jB3jCNMkcCjEnYu+rXsvYwObtvv2e90qy73Ygfm06JbQFP2ymkrm1bXF\nLscTdhG4/fX2UaA5h82sc8kvt7bKdA/Y7fPrwLqmLYlN2VlPTUhb657Sn3tvezRkpUtBttIHAPcp\nNd9ohW4OvIWs0BSezgUtRZPX3p87ZC1Jxc4P38+/Rw63OxdLXYJSYl/EyqTXENuCy9Uj4osAi8B8\nvmQxvaSm5JIFFTVzukC7FXNe8Jhq3jJ7d0WcB84ur5jP17t94AULZWOdz9Hx4bt9nX2z2yeB9n3g\nMZSzSPuy5NnTx3z29Am8FykebViFKS/DOZec0VBSUhOYcMWCmopnPOUlj/i0fpcX68e8uHzCxfIR\ncRN2AC5fxYOdkrPp+yTroJH34oF7yuWWMuiu6zXT96ZWfMi5CJKUR+j26S0FdzgEd6/DUxZ8yCuH\nOWDRVvx2vAZiUxCbgiaW1JR7EfIa3HbA11vuvYt+VS7ZzDu2C6tIsYIgDNSoevWjxV7BLzpLPPZ5\n2xrWtXLLN70sCFD1W8pO+h3vKLvo223gnHXJa3DvLfd4TjeXdx5Yz0pW5dRY7J3yIuCuFZuNuOdj\nRdtWxKYk1iZaPgXwQ8rYAX57LzUnOHJj6YE68kBX93GOxlj1ghYpBUEDu/XMWHmg32ujypOwb7Vo\nXZqux5GA61ylyzruJZ307afNYhu4WD7icnNOFRveqT7l8fTZdsxPqDnjcrvbQ0nDbLHifHFBdbah\nmtfMr9YdeLd0FvuLvvzP9XXrDS16j177BOrPBUKMFE8Czbrg+buP+WfvfJ6ibFiESxpKLtiBe0W3\nFO6SM17yiOc84QWP+ax5h4+XH/Di8glxVcGm2M2fr9nvUhEu8ppccJf3I+a8FmZDypinhOfAfwx5\nyqc37avHoX04q1TeHt0TcNca+bGUErx29/SUe0e3Qb2YIetPg7gGchnUOm1N//3FgnZT0tQVddUF\nzazDfgDdbs59xow5SxYsWXEZ1kyLNeWkhcWG8smGUMfDKSpx2ekNJGSb2p53Qt3tZBc2XaBd0ysF\nZdlZ6bJXfLBr4cQl/8Qc77Kb43sK8Ulgs5hwVU24LM64Cos+KnjRg/zcnXffMGETO2BvmpK2LmFV\ndH1ngwS8/k5Z8J6idjAmNBB4Y8VSyrI4ha5jbbzOZJ/LA37N+zZYycqF4OS9yXZqq8xqkX2d2shU\nm9Vsg+hkGBR0a98F6C+AWSDO4KpZ8HH9Pm0dmRUrZsWaDRNe8IS2B9cJmw5QecqsXFHOI7GgA/8Y\nmVQNk6KmnLW7posuIiv9VnTegwB1VbF+VLJqF1wtpjRFyTrsPIWf8Q4veLw9XvKIqx7cX8THvGgf\nc9WeUccuKHDPQ3GpDok5kA1trti57SVO6MAtr/fFlP7X/OTJa8/TNoaHUvfZQ5eX2kc+lfYA7opa\nTg+ugUNhbLUtq8FbK8J7sSarB+x2sXgKfDahd6GXtJuSuqmoi4pNeRhItzvmrFixZMUVC6ZhzaTY\nUFUN1RxmcUOUNa7yKDpGSf+XOcG+faGBctNtcCFTiwChX9q79xEYORe3vA6eE1f8O2zBPT6B+BjW\niwmX1RmXxRmX4Wy7EYYA/HrvWU3kfDuhbiraTdmvnw1dH+b6+5ggO3fcaMopgXq8DCkAY+nuXHl3\nT1rgefPv2gLS+TzFYOz+9Me2zypnkUNNsRfwMewMTbWpDJemmCkdz8jHUS76oqvAspnznfoDVvWE\nD6rvMC8+7qPmn7BmyowVC654wWOeCbjPGuJkt8XToloTytiBe6uaKOAOuxmGAPWkZDmZc8EZy3JK\nUxQse7674oxnPO2B/QkveLK15C8450Ur4L6gjtW+h0KeTTaxEXD/jN3+G6LgCLjLXgDb19vPIWy1\npZSybdOOVYqtBykF6roNFpcs8Mu55M9NGd0s3RNwT9ExLzCleXkDwhPe8rvcZU+5e52I+D2w18C+\ndVsF4irQrivqdW+xhymrcsaUNUvmzFht/0/Ndi8VNWVoqIqGchaZhJqqrqmaliLG3ZjSW9LK2lzZ\ntEJZ7sHuZIO6zy521+BuLfenu6N9Gqgfl2zOSq6mcy6KMy76ubxLzvZ2u5L1vQdL49opm3pCvZ7Q\nrsve4xF2/egpUMcE2e3hsGfW23GREijHCJhThdF9JE9Agg/Kx/aFCE/5r9OjSR/z3qzXxbsuDA/d\nJDY73p6oyxv2l8fJWJU56atdc5qyZLWYU4YNl5yx4KpXJ3ZbM8sa+EvOeB6eQAnLcrbdw/KcK56G\nCxaT1fa7C6GIhCJ2q3NCSTMtqReBpoLLcsHL4hEXxfl2zfqK+dblLjwqxwXnXf3xrAuka+asNxPa\nVQmXRbeXvHwIRqLfl/1vfWg5qL1sW11W93WKcb13NpanPEPPy++lpZa9pQxHPT5vn+4xuEsHySiQ\n4IaxWpFY8GPcro6VphU3zxXvrbm27nkZ1PKpxlWgWZXE5ZSqqFmXG9blmhWzfj+6HaDLBq277W76\nDVtDS6giIbScnXf2/aRsdnu8a0CX45zOsrDu6zG72Ai4y6Y1Gtxlzr232OvHJVdnU65mM16U57wM\nj3jJoz0rQM4F7A8i6NsZ682M9XLaraFdhZ3wsACfWHq4d67ltw6I2hsnOS3AE/bHKJwppeFNJc8j\nllsK5wGykN7QSsuDlKKgXVg2TdK99+zNxevnkfn4/kMyG/aj5u0ja8+etlw3wMvOtV4+aQhV5Cos\n+Jj3eMyEyIstz2tvXuciX+xt2vykeMHl9DPOqitiLGhjoAwNZWho25KrWQfI7SzQTAKXxRnPwlOu\nWGzV6xUzPuUdnvHONgZoGxnPLgh23U66abJVSXxRwmcFfFp01rmsaRcFR1vnG/an0/aGv+Yp8fFr\nn31tbtL3pKxsj07hNW9spsq25d8db99jcIfDzjtGCxursSfMOk8H8MAjNe8uTC2BtyuIM2iWJc1s\nyrqqWU2nTHpgn7BhyXxnpStgl98FLSFEQtkSyk6iVGVDWbWEgg70p3SKxFz911p0qr3iwrPALkqD\n7D6ng+j65W7xSSA+prPYZzOeT895wfkW2OW/BnfXgo8z1s2U9XrKZjmFVbkP6p7AyL2PlCFwME68\n8WCt9pQ175Vn09zK31A65hlz1nzqmmjcKes9ZdF7IJ4Cd6sRyiR23GGRrGu3MR5aVohiL5Hz/bUw\nh7CJRAKXLFjGGZGCquf5InSfV1oy3wa5ySYyss7monzGupzwiIutlBADoaHc8px8r+KCcz7jHVbM\n+By/R0XNJWd8xrt8zHvEvt8uOONyy5tzlnHBuplRb0raqx7cn5XduvrP2OdDeVbBaC0HdazcgXDV\nLk5Pc7ce1iGwJ5F2DI2Z/slhz+3TPQd3j4QZIb9phSZvEKQs+Hh4q3XF5yxgba2LJS3jdtUF1bGG\ndt2teV2VM6qipiwON6E9AHZ2304DiGW37eNZXDIJGybTDcUMinkkWKs9Be7yH3xg15b7gi5K/hHE\nfrlbew6bxYT1YsLVdM6LsgN2CcrRhwZ1ayGs2lnnkt9MadeTHtiLvs/YPzTge275FOjvvVr7/m1k\noh033qBICZq3CcxzdFsBcEOUsu416Xcl7jkZLBW7iDk9Por+lgC12lRprYqd9MUu6daft3Tj9SXb\n6bFmWbL+dEEzLSmmDWHaQAl16DaweVo+Z1NOKGhZM6Wipu5Fefcduc96i/4xK+ZbpVkguaLeuveF\n31bMiHTfab/gnJqK3+MDvsP7fMz72zgfWX67ijOu4pxlveDqxTmbTxe0LybdhjUy1/6SHWhfsAuq\n02varQejbqG1jCo3aBBPRcfKu/P4L2Ws5fgwhSVCKbBO5b87esPAXTOkkNXUlQvt4N7cILGWmYqa\nz7nhvQFsv4wmn2VbsQWsdjphs5mymtRUVQfuUwPsYr1LEM0esBOIRUGcBJoysJgCi5pqHgkLum0o\nZbtJsdw3ps267TqmJQfu/ZK4eA5Nv9ztquqC5y6Ks60r3h4igPaBXQF8O2NVz9hspjTrCrbz7exb\n7N6c5pA35QC3cwLBU/5SGrqnDKSs/7eRBGDvJsCoo5RC5uXzwEAGjbisGpXeL5Fty31sCuyUR9nz\nfdmnreiAb0G3c1wF7bJi/VlJKKaERzWc16yrCZflGRfVGXWYEMvAminPeUJBS7f+vKElcM4lK2a8\n4DGRwCe8x6e8yzkXPOYFZ1wyY8WEDVcseMbTrdVf0nDJGZ/yLt/hA77DB3zM+/3c+5Ot+VBTsep5\ncvn8nPp357SXVbeZlF4BILgsG9hocNdGkfBu09IVok16bda35kadnrPYPcU6x7+avIA5/dsqB3pz\n/jHl3w7dU3DXrrnUde+l2khbrZlbbS9luSstnQAx+C55a7VvOHRFCbgLIG23iwy005J6MmVdtlQ0\nFGXTgXqo9wDdtdjlV+g+H1uHkjqUNGXBhIZp2VBOWsp5Q7GMhKtIoS13/TxyDv532HsZ1/YfgWnn\ngWZRdtvKzko2s5KL4pzLPnhOu+Jf8ogXPD6Ya9+bc4/98rh6zno1p15OicsSlmquPeeaT7no7fva\n8qB+7w37DGrHx9BvnHQ7Pj16m0B/bBCdFbB6Cm7IAk+Voa1ybWml+F8zgljvFQfyIRY7b7KAuCxB\nvaLj85lqmhTdT5PFF4FYdbIlbDovQKxKmnIK05LJeUNRtlxwvgXkECKT0K0xqWh4zhNmrIgEPuMd\nPuMdzrngJY8454IFV8xY8Qnv8THv9+C+IRC3y1E/bt7n95rP8WnzLhfNIy6ax92UX9XQNiWb1ZTN\n1ZT62Yz2eUm8DLstZV+y74IX48E6w7SHbc97Jhm1+9BTjHPW+JAiPZbPxvKqt+LD0t15qO4huNsO\nG9NZAuzRpIkV36o8dlDoXYi0xgh7G1gMWeyy1MwDeVlvqqJK20kJ5ZRNAauic81NQrcFZUmzB+gu\nsBPYfv89lGyKLgJ/Nl8znayZzdZMNxsm6w3lMhCWsYuQj6b99nEdgI8lHajPYT2t2EymrCYTVmU3\nrXAVFlyGs72guZTlfjjnPmfZLlhvFqyv5jSXU9qr8nDpjA2oGwL41LTd3gv1NHxPcHgT954VMYY8\nq+NtIvvsKbe98aC5ckC/g9TmOQ37gXn2vQZ1LvfIejIH2OXdx9h5liI7MC/YLXl7zP7qLthtPLNd\n8dVtbhWaQFuWxBBZzwMvi5p2HrbK/SRsmBUr5mHJvyRug+LmLAnELU/J8jlRn6est9b5mulWhsiE\n36f1e3xn9QHPl0+pVzM2qxlh3hDmdfexqxdTmhcV7Wcl8SrsLPP+QzV7c+yyDbaIYW2ty7UtaSPM\nE64pBXoI8E+hsbyoPVDamvfw6mGde4ZS2ngqr7XQU5q5teBTVrty7WvL3bPY9UcjKg6BXVz0AvB9\ncE2sCpr+c5LrSU2Ytd0yt7KPiFcQngX2/rOx6zBlFabMiyXzyZL5dMm8XTJvAtWqZbKKhCYSjGYd\nmrgbpwXEMuyEUu+4iGVgMwvUs4JlOeuOIBvszLdArZfRWEDfHcpyjwuWzaJbZrOaUV/NemAPh8Cu\ng2lzRyqwbutZsxZDbix44yjlNTrGSngbgP2UKOOUVTTGcveUrdThKfu6DsvkIg9UFHWM/aWwa3qh\nipTNn2TaHnYg+BI1BAtinz8G2JwFrqYt9azcfcq1XHFWXnbR7HHOZ7zDPKyYhyvK0Gwj6+cs9+be\nJ2z4uJ9TXzKniX30TiyIbcmzzVM+Xb7H5eU5XJRwWRLOa6jrbl+JTyvip2XXXrHWX9DFEojlLlN+\nonTLc9n4mBjpHjQlbz03vLzPId5MHcdQzqOkAVt7hlP0AO63QN6L1cJX58kJdTV4tGtNxqKNMhdw\nt9a77GKpP7c2ZffJtTLQVgV1OSGWLeWsW8telG0P6gLs+zZ8S4H+wIpsWztn1i8qW3bMX3ThMZNp\nw6SsKdteaYiR0HYCqpBzIBaBNgQIgVh0bv9IoCkKNlXFpiy3n21dbmuasVSR79o6t0vgLjjjqo/G\nvWTBVbtguZ6zWs1pririMnTArne1GuuW96x4a7VHO0bGArsH4G8LSJ9CGulyebTQbJ00IW3Fa4sv\nmDQpR9dhSYO6TJbb/GJ6CkoFduHuqu2xn7eyWWH3adVIF0g3UdWIkrpk53SYdfljKKg/nXabN82B\neaSdVcRJwaaaENpOSZ9XS86ml0yqzTZS54zLTtHv94WvqHnB4+1HXyRotd5MaNYVV+szNutZFxy4\n6eJbYigITQVLiB+H7itvAuAv2QG9BM9ZcF+zUwS2rvpIt/e1ZkwdIa8Z1VrwOd7UZPk147+xAAAg\nAElEQVQ5xZve2IF0gJy12Id4Xlv1t0tvIbinLHj9UoaA3SgD1noXYNe7wMnYrcy5Xn8u1ruKSI89\nuNdl2H75KZQa2A8tdvv1tDWTHthnu/3tQufGmxUrpqWsne/n8uPO7V/SLbsBkFW027pC2XsIujo2\nYSKqQw/u+vO0++CurXkL7Fe9W/6yXXC1XrC6msFVRbwqdqCuN8cY65b33PN7r/OY968Z1I4fC/gP\ntCNhiDFBdDZGRtI0WWDXaUUiTYS3BwDWctf1abkhAOQFTvXPF6sO4Juwy0qftVK/rRSW8SxdNaUb\nr3OIsaBeT2meTeFJhCdQn22o5yVX0xnNptu5cT5fcl6+ZFqttx68brlcwYppF8dDu1PC45yL9pyr\nesF6OWd9OSM2FbEtenDv29QUxFX/CddP+kN4TkBbA7wo4qKwCLi/YLeKIEZ2E/Myt16zb+5b12hO\n+U6Btn5PKYDVGAH7IO+52vW1Mcr83Sn89wTc9YvJae7Kf7z3kiwzD7nkxrrnZQD0QsQbgyX7gC/g\nbj4qtQf0erlZ0WnLFBWbMGVZNJ1lXcb+Y1SBqAG3d8dvP4vaM7UsZZn2e73JopYZq26ZHJvtBhhF\naPsSWwS+oQN3CeOTulolOKSe3aYzU3Zb5c72guXEXb8fRNcDfnPGZXPGajmnvpoSL6tu16sr/P2o\ncxa89Z56c+3AjjmHXPFagAy5/2B/HNl7xlgRb5oHwLPE7XV7RA5BOiUHdDk6r86jr1nZIaRlh5Sn\n36Gei9dMXqr/siUtu+AxuV3zuMWGos9fsZvDXvfnU2AaiFM6pWEVac8r6seRYt5tX92sCzZNy3oy\nI1ah2866rWgJbJgwiZut8k4FsQqs6jmrywXr5Rn1ZkK7mXTeAdka+7KfCpN2SvS7dr3LNrOyh7wo\nKcKv2mN5gJP6PYiwtBG+1i1vXW9jvGx7lZrfQ4pByiPgKZ6ehX93wXRwQ+AeQvgTwJ8F/gDwb8cY\n/x917ceBP0n3Fv5UjPEX+vTvB/4qnXPp52KM/0W+Fj3ywY98TXVeYa7r/NqCsAPEBtNZcNf1mc8+\nWmDX4K6BXUWc7/3fbpMd+u+qBppiwqqInaI7h1gKsO+Du7jiRWPv9qOes9xC7m7ndtn1bm+XO3ae\nAdnwErTlvgN3Pa/vfW9e/xYw18vd5PceuNdnXK3OtgF0XJadcLk0Lnnrntfz795SOA/g94SL5/Kz\nYD8EzI5n5+CesW7EnIVxO3T7vKx5yuPl4KR7Fry9T/f3MYJUg7cu13pndJoGd3lHouzrZXLVrgpr\nNAqfww74ZUxO2bnsl3TgfsXOipePNK2AF4H4qOjA+HFF7LdjjlTUiwlxApvNhHpTsYkTrjjrQL1/\ntNlixbRYs9lMWb9csH6x6Pg79F6yq8Q0mPDfhg7Mn7PbP16D+Yr9pbZy6C7fG/otatG76lsL5HY5\nzxglPEcpq39IubZGZ2qcXufbKKfRTVnuvw78ceB/0okhhK8CPwJ8Ffge4P8KIXwYY4zATwM/FmP8\nRgjh50IIX4sx/ny6Csu8mN9jrPLcdQvo+nej/gtiB5W32OdxT4HXVruk6UPv9rYH7nQAT6ANVTfn\n3SfF0K1lb4uCNhR7IGs/E6tBff9ba/vgvltetw/u3eNpt/xuMZ4Fd701pj7XwXUC7tuo+NjNsV+2\nC1arOaurOfXFFC4ruCj2vyylXX1a4KRc83YjIeuWjzIurCDRVsOp1vvYA/Uf9fvOLfY74OWhoCPP\nmtd5Lc8Hk24pla7B21rpet5dywit1KdkQsluXq5fThJDd4iHT3g8sgNBaeoZu6VyEl0v+WeqWULr\nQGxL4oqtEdG2FfVkStsUbOqKup5suytKO4C6vqLZXNFcTth8OqV5MdnJJLHGxQoX78El+8r0c7od\n6TRfWiVAwH5vyZv0a2rrSOsGPZYPx4K7B+B6zKSUb5z0HN1DcI8x/gZACAeN/yHgZ2OMG+DbIYTf\nAn4ghPBPgccxxm/0+f4a8MNARiAc1Gp+j+k4zxWotXCrlWuNXAaYRmRjeckXobSi5rneE2vFD1x1\nB09cEIAmTlm1gbYtaacFzaSkKbu17Brctatc7OiJ2p9eg/uEzd66ef2/6IWedclr1/zGgLv+/vp6\nb+5dQL0/j/2inaYLnrtaL6ivprS9xR5fhp27z1oG2mI/JqBOg/uekNHv3Jr5nlAZWgI3xmLYvd1h\nK+H26fZ5WQMj+FaO5263wCv36fK0pS+kPXSepe8BvAV3Pa+u12xJuYUpw25iIoE0VT8kwg77Bej1\nJ+L10GnoxvuMHeCLnJCmyfT/s91jtauSzXpGOJ/QFgUxlHtdHfsmbl7MiUUXz9K8mOy+XideA+E1\n8Txa/pNAOln6JoqKXNOKgPBdC7voeO2rt/vQesuP7LpVzbce7+W8Y0OU8pppPtXj9RTAvz267Tn3\nLwK/qn7/Dp3Wv+nPhT7q048k6WDPvZfKr5ndCnUP3IV7AvvMrE1u4aj+ZQd2azpz4K6n7C3oe4/Z\nu8SbWNC0JZtYdedlRR0qNkXVfQMeOabIJyLlkDA7Df8C8N6mOGLFd83YgbueBmgp9sDceg60a/7w\nwxMLlm33EYvVes7qctbPsZedxS5BOtZqP3UpnF4S10jn6k62AG/D6nNHTuDkSNf92tIN8rIGTyt0\nhS8tEHuCVDxrwdyv79PnntJg348GeCnfUwTkOUThF7KRcyqwIxYKVfssIie0cq8fb9lf73d+PDAc\nCnZb2So5016WtJdl5wXQm+a0Kl8J9aai1u5zvaGMThN20KB+aQ7hqzWH8TF62mHbn6KV2G+92sj4\n3KYU1kpHpWvePJaG+FaPST3V9HoAOxwB7iGEXwS+4Fz60zHGv3VzTborssLUuuK9cyv8ZY5Ngz07\nC17c8RbcU8p+4VwT2jNoArQFtBVNO2PVdHvIx0lBW5U0RUVT7CBcwFVb6Rrgqx6KD8F9Z593Pbaz\n5w/B3aoM++Bu5+KX7bzfUnbOejNnvZ7TXFbEq2r3yUi9ZaUNotOfjUzNuafc8weueGut2zB679z7\nfQygvzp6tbysec7rJ41A3oE696xxzzsXzTUYZxCI6SwkyCvAr1301vug06zWXuycAK1KXrITN3qp\nrKyFlyGqPzYzUc2J9AF37CztSzpgn6r7Q39fSfpja/oQsL5SaQL8EjyX2i3SM7a3DyMPKZXrdHtj\nTqH28ljyrOrreMqsd0jSvHEn597YvD0aDe4xxh88ofyPgC+p399Lp+V/1J/r9I/SxfyiOv99wIcn\nNEWTnZeBw0GTAngL7gLwon6X+x48eZcC7nouXSiYdHvtoPkduMdYUDcFbT2hnVc0i5KakrqqqIt9\nYLWfjNUfnpHDuuSHwF275ndr6g99Awfz8HG63Zd6vZqzueqi4ttlAVcSFW/A3QbQpaLlc0visoJm\nyEr3XHxDwua69E+A37qBcvbp1fLyL6nzL/fHXuvUuQZzC8bWwh+aptMeO+F5T4uWsnKeFOumjyrd\nlqGZX1n5MkS0A3GpihRreqJuFaBd0vHEgi6EURwILbtvPAggV+zAXbA0sAvaE9AWHSaq+uWx1uzm\n1YVqDufYNdjr7hG22pJcsFqAvkFC6nPAngN8j/9S1j0cx696XEqZnvDWZX8L+LaT5/boNtzyuuV/\nE/iZEMJP0rnqPgS+EWOMIYTnIYQfAL4B/CjwU+ki/z32O9QTAJqiOTQz59LsQNLueQ3wemJdH31a\nBNqwK17wf2OyWk+/yIHU9ODe4wVoIdYlTf8FqthC2xQ0k4rNdMKmmDItVqyLDtxlydsO2OV/MwDu\nsa82MATudvOcDRM2sQf5tgP1ddN93W2zmVIvpzSXU5qrarfznFjqehMMa7Wn5ty1MeAthduCu37X\nnusvZb2nBIl1D6bGlL1mSWv6XwG+T/3+JSf/rdIt8PIfIT+4c9dyzbP3DAEuzrl+Jx6wa+WgMfcJ\nk0s+j8F1UwJ7QXaE3VI5DYwCzC07YJfPKwuA60fUAb0y3ScWvhjFgd3GOaJAi4iL7Dxg8ig13Zy6\n5Ivse9M36rfwpr53y2/CU5ZRNZO2+Mq1Nay88xzApyz26yjhFofk8Mbel/tDxsIvX6PecXRTS+H+\nOB1DfwD8HyGEvx9j/PdjjN8MIfx14Jt0b+7rfXQtwNfpls8s6JbPjIiU13NZWpvX+bTrTUhr6wet\nd+71wF1b6x4qq7TY+9l0gJ0JoM3pBoOKnYzJLQ51wXXUU+KmpJlWrKdTNtM108mEabWmKmqqIM7y\nfTtb0vz59sN96715930/wGS/hjhh01Zs6inrzYz1ekq7rmjXE9pludtSVgSD/j8E7GP3lLfAvgV3\nLzLeuuiHhI11veXynWph3IQnYJhun5fhUAjaZ8sF2+n/OdJyYCxD6fqtvLByQSx2iWyzcTmehabf\nv0Lfto+m97JJc6Q62QhP5tqlCeKOF+y0YUGytE7yy5I7CVQV0RbZKdai+8g8ungT7HJTYQ/hS/EO\nyL2RPoMUIJaOF+G6vQGfn/QSuByo6w607+C6wK7vt4qcLVvSLU/fPoUdf76eFEKI8Oc5BHOLjpaZ\nZFR7KKrNZO0v90LXq8Rv2StWXxcO6xk3FLsqJKgl9V+OuXMsRqb121Eya2DaMJmvmc7XVNMNVVlT\nljVVaHYwHOq9cw3m9tx+pkYDfEtBHRW4752XNE1F3VRs1hM2yxmbZf899rXaJz4F4GPS7C51qf9b\n2aEFhXYLapdgagcc71x7ALSASgkfFWQFpC18IUn7r4kxjkG215I6Xv6z7HhSezqECnVNe9j0tbFd\n4GnLnmZt83satxc048kHMZN1Xvt95ymHsqTan5qXZFnTLkN1ArwLvMNumFZ9njMO7Q5PRE7oZMWU\n3W5ysqKvZQf42qss7CKWvp6nlzw6AK+IKs4s0n3G1U7ce2tTc+daIdDKcorfPB7S91nyxpxHui47\nJr1rUr8oAwXw39w6L9+THeqGKOfaG3OvfpkpV7z3WwfUiDZv5galaLk0dsrFenmtkanHvl5Nsgow\nK2AK7WrKZlnSTCdsJg3FpOn2pi+azpIva6qipiwaqlATQiSEI93yMdDGovvoRFtSt9VuR6y2pInd\nrlntpqJdl7SrEpYlrIuurfbLUfLfzqd7Fru22m1AXWqufdu5domNFiI5S2CMi37oxdrzu7PMXz2l\n3N6FyeNZPzchC736h8rWDKjzWc+etuCl/fLNd0tiPisv5B6/B2jCzhLXhuFL9oei7Etfm+IlaE6v\nqYedvlGyA2tpamAX/S5dJEa3ljN6xYmwziZC0z93jNDGTpGOOnjORsPbwjyvmVWkjyGPfy2vXYcP\nrbdYl6GvaZy4G15/g8Bda0XH3qcB3jKstjA0wHuMLv6z/p4YO3ebbpoeAznS+oMFdz3W9RLRrSeg\ngFnoXN6zSJhFmDYw7falL8qGsqqpqppy0n1priybncUeDmG8a/K+PS/AHmOgacru2JRs6gltXdI2\nJbEpOgt9VRDXgSiAvg6He8PrjS+0i0+vm7XAnjq3U3pbb5+8by+I7sB/b8bCdYE99aLfFmAX8tzt\nGr1sn4ydrzqmbmvNg1++VTJShoDIA82wUnbN4TOL5S9+8lI9dv+sgd0e83o5W6TjB+0YEJyUMvRH\nqGzEvapiC+RSh7j7r1RzdYS+52QS+SNWOm0P6uLNspq27jOZrJeGe0q2Gwk7goY8YppO5cMc31tc\n0lhy+3TPwd3TjDRZcNZkXX+5wDrhCAvm9rDL4/r0WOy0X0wRuUezzfGU2hn7GvWMrQUfZ/I/wjTA\nNBLKlrYsaauKdtJQVA1FGbsvzRWxO0JXaQfyzrfi+yCgGAOx7Y62KWibQFt3AN/WBTRFB+6r0IG5\nALoOgPOA2VvHrsE+53q38+97S9+sABk6hqLn7QtKjR97beiFv8mktVttzdh5eC89mjI8K8ib505d\ns3lSyn5w0uVaY37r8gp2W1JapULP64uSUHTGAAXdpu/K5aunbsUVL1nla5NT1ZQVh25+rwuFr0SR\nKNgHa8FWSdNdZmXSFsw1z+jpLetGs5a8LdBzVw550yxf3jY/6TE1VNfdWe1wr8FdM6SneXuack5j\n0veKwiADZoiEy2xQDWzn/duEYMnJeosPetxrfpmZ/6K1r/q0VejTQv899oK2isSqIpSRUNF9iKYA\nQiT0/wnRF5V9lG9s+/MWYh2IDcQmdOd171ZsQg+24RCEt1MJ+Ba8l6bvze0nrzer2VrsnvvDdq7n\npk8BfO5l5Sx+72Vr4HiTAV4r0fLb4w3rirfIpK9pK1mTJyM8knz63Wg/ttRpwT+nncs0nQUeqU+j\nrYCgRuKWnb+97IafxKLZja5kW+sZvoGoXfO2u4VPorpmh77+LyTOryZ2sm2rPFsQ1/xmd5Cy69st\nn6WAPec5uwlv2jFkldLXh3fvCbiLxmvdadFc12k6TzR5PasrZ7lr8qwNG7Ei1rvKI59+9JqXemQP\nG6xCa+fdJV5nbf5PQh+/E7ql+CVEvWOetgS2j5RoXBv8dnkGr26ft02stcS9jWisdV4n7rMW+3aK\nzjbUA/GbttxzB+bc+63T3yTSgnDIypbBaF2mWh5E89uWa4WuV6e+1/PwST6NmKLM596PHRe6HG9M\nCkNqxadvs/BcA5Rh52YXPaE1RYi+0OJ/t0LutcawPuxU9/ZRo5JF9gY9t25d66noeCtErIBLKck5\nBTrHa5qGrmmyY8dTQF8fuifgDoeMP5Qnly91r2ZeOAR3ETTaqpeBqFVi+9Kl/H7Ji42v8WYVtFzQ\nZMevpxgLyGtes0G9luH1drhbcA+HY9czRCwv2nML8ENA71n4XqBcbsvZbfu0BMtF6XoAPuawQmQM\neWDv5WEgz32nVL9ZKzs4abpfLACn8lsSXpb8OYD3PC45b2DP7642L2NHR8xrF7+Y51b29DKm7X9r\nTJXbJFBfeFKu66B9OIx09/hay6A9fop08UTy22Nwz/NlhVWK5zwr/lRgt5qLphwfeul6XNnpmrE8\n6o3N26F7Bu6RfPCLzXcsuFtGlcGiQb1hH9y1K17K8cLi++V2Au6eTNDjwzKapFnvlOYrmXvbmDQL\n6qlzq5toK17qTxkjHh+nLHjtUvdc6Rrcc/lz28xqK2MQ2G8C4I8hb6x5dErZ94k8oejxjqcoSx96\ny5AEqL179IDWskJb8F6fnwrwWmmQ9on8EPFr26RX5Zg2yv70eppPhrc4DCuVLlUHU5zEtGjniJVL\n2kbZ2jnW6ojsmNGzzK0F37Jj8laVYYF9jMVutRJrjHkGG+b60DU9FvQ40WNlDC8LeZbc7dA9Anch\ny7SSlrLsdefnGNS+pMA+M2rEk0GYIuE0T0PrTWTPgtdNt0qlHvcyhkVT14cGOQ3sntVuAV53m51p\nkDZpXkOlD3m39aGtdM/q9q4NbVSTDJ6zDcg1zgbzWHNmyHr38ngmke44OBy/bzJZa1unp6ynXDma\nR6XcmxSgerCnykzJFb0XvZjR4iIT5tfMrT8LBzvDQSLrPTebalcM3dTftuliXav+kGG49W7FLr4m\n9vfvKcVRlZOykBv8vSK0kLIBcha4I4f8eYzFfixfnWJt62Ms39px2Dppt0f3ENw90gyecscNATwc\nWgv6ZWhtekxw3pDnoPTHpTTZG8MWkyywyyEAqvfdkWuFOqwF7zU/pUfZtlsr3Srq1lM3BNQe4A+l\n702BpoB9jAWfA3YPxHOWhb3PUu7am0jW2oZ9YanTcp4L757bEJxafuSWMolMyHkU7YdnpFwBSGFS\nqWPDrq/05jj683FSnhgMYtU7Bo8UKdVG9vNtFYG+fr1Fc/Q8W8Iv2lqXNCkw5Z63vHIMsFshdAxf\nWatpiLT8H1O+d6+u96aWdA7TPQV36dCUgEgFOESTzzKpZl4L7kLCjLosydOY37ZOTYHt3tKNyeqN\n6ZwV7FnvdlM9kQsC7J4F74UMpMDddqVnsWu+teBuYwSsBT50zcbnbIN7dINSQG5dh1ZzSlkKQwCe\nsuZTwmQo/U0keTZPwFm+9fKmtGG5/1TBmZMpQkMGQi7Izr5TrT17bl4ZvwIsMjZFe9cMqzT2KMvp\ndJ22LguMkUOZJaBuecNa2tbiFs1eyrHBNx54p6yCMUqz1KOf9xSe09eFgvnv5fWu5d5/Sjm8ebrn\n4A7Dc++pF5TTsrWVbgWGdq/ZvLZN1nLz6inZzp9Z3vbwaaLSBdgt0FtgtzvqFuq/PvdAPaWnWP6R\nNrfmXD9DKsjOA+/GuWYNBO0B3FohWqOwlaQEUkrYeIJFW/Y54WNprLVwjFVxX8kTcDmF2HOH3nR7\nbFtSSsgYgLfpArByza5Ls5ahjDPtZtNMbxlWa+hwKLN028SAEX6wdeu+9/hDrmm+shaIzpuz2j1+\nzVk4+h5PEHntJHPukTXadJrXr16abcMx9d8c3UNw9xhxKJ9nfurzlCblgbvcI+kt+wydGnReO/oo\nWVkml1JmvWliu5W1tdpTEfF2e+zgnOtmevFKmN+WrzxPmxdgp+WVBfCha9aY2Ovr1CS/p2l4D5ED\n95TQsZaQRw/g3lEKvPUaLfv8+tpttUczgCc/bLvGALwGdgHiln3gtgBrgT1wqJ3r+zRj6zZoGSUG\nidQvS02kXDjsX88S19dkTiwHxJ4S7R2ST8tPj7esIeXl1enHWMo6fy5Q05JVTLVyaPPfHW/fQ3AX\nkg6yABwzaUJj3Xe5wSHBLtqnrpnHBt5JkF3KjSNRsE7VKStZqtKYZC321JK3uwB3a72nQN6CuE23\nbn2r/B8ICW+O3VoVtuPGCKAhxrRKo+0Yey2V9iYDuwhIzxLSSrA3b+yRV8YQfw8p/lZW6HqCyTPk\n/dNlyrMLIOt+aM299tDts1a/jN3ClCGu+5bDekUutewm4m1/a3BPXRtSgof4yrP2Le94PJsja2Cd\nQvodD/F8SlHV7xfGYc7N0T0Gd/A73dPAdQeDj2Kp8lMDSZgm5abR12ybLAkTRrZz8DkDUYDdbnKl\nLfoUwFtAt6B+k+Cu25XyRHhWei5N9822EZFDbcGb0/AE0BCw25eRY3Q7b5oDd532tgA77FvgGjB1\nmhaMQ+SVUahrlrQ8SEXsW1kB+2Vqw+KYIDvJb+u1bdXAby1GDe5yX+CwXImYDaacQpUDh9ayJs2g\n9hm1Iu2B75hD854myzce0Ou8Hg3x6hCNqUOuyTuWvtXjt1VpD+DukHRuilk97TsF/FagauaxWmOO\ntNVu0/V//fJtmhXo/SY3BGgDhLDfVI1j8rEpa7Hn1rEPWezaGBDS8sAqzZ5xmlK0c655a6l7uLxn\nrcfu2DbAA3OtHej5PCtULLhbkE8JLftSPIE0ZhzadI/eJMD35pit5QP7IA9pYS38P0ZByk3P6Tw2\n3QNZIS28rcywCoyuX3v8dNukfs2s+tmlHdajYMFDvjqXUqa8Z7T95/GEzm+BP3VEU47lQ6s0ePfm\n3u9tKMWegid12fSUcqTzpPr99uiegLsFx5sqk0yZOY08RYFuwAtpJrXAbs1uSetdZ7EXfrJvc2uy\nifUuwJ5zw1tgfxXgbjE1Nf/uAX6j6toCuxYWFtQ9DUELKNsAr4FjhFXu2k3SbQivV0me2z0FgkI5\n4PZA1Sr9tlxPIHvuU62c23y2fg/g9TNZq1nu9dxl9tDPZI/cvL31Hurn0vJJrIYUoHrMP8QnY/jF\nlutZ7LnxP9YYO4U8D4sdr7ptdpzofPr+u+HlewLudmBe9z6rBecGx7H1prR+OU8hogb9Pm8sVXFh\n/1YBbcGp3Dx7zgU/Btxzbvkx4K7Pc9Z77tgTxhbUU6Z+KnjOs9b1/OIpgsoKI91mTacy9psG7rDf\nT56b3LrbbR+kLCHb/zmFIdc+rzxradt2pQDeusxFYxX5o4FC5sZFPmkL3ioZqbn5sYqS/lCNVWx1\nfj2uYRxPDPFLmyjX3pMjr23X5ZWUoin1WC+LzSNkBWpOLtw83RNwHyIrJPQ8k/eCPBf5bVjwwjyC\nwl4+aYMd0KX63zOxno8XxVzkwE1Y7J4BYJupKQXiYy14D9i9svZ+WPNfW+UeuOuJ+pQbfoy1PlaI\nWSBIHTjnbxtZl2Uun50689KuS9YCy7XJWtJaRnjWmyV9j7XObbplYK0EWEa2dQwZJ+Lp8sDWKqwW\n8PdcagzziC3/WHC3AG7fu1W+rGWdIjuuUoqR9b5EJ1+uXZLmeQRunt4gcLcdrRnAS9P3akFxqgVv\nB5D+nZqz0W3SUXKt+i8KQkG3SUs4VA5TAD8W0L3zMTQG0FPnHri7vKwFQc6Hb4HaC6K7TYtdK29a\n2GHSvbS3Edhh/FSbteD1YLXgcF1K8a3Nk5I3qHaR+K3Ll+fKaeE2vc3cM4a0Ju9ZvkJDQGvTjrXU\nPT7x7vfIa7c21FIxHSmySqNH+n3B/hiwxmJKzo8d89enewLuehAc2zlaC4a8Ky+yP+A1pRhUk2ed\nS53SBr0WVQ9kHSGbOvpnj4o5Nb5oDPPkQs5aD+b3GNLj2LZhjCLvxa7FVMEW2Id8+t7ytxS4nwLs\nVkAxkHYKCNn3/6aR7SPwATNlHd00sOvyPde8J4Ns/SIj7P1afljr0lqDIissY1lr1KbnXPGadL6c\nwukxts6TS7P3Wb6Bfd5KlWHJ4wmPR7yxZctI/U7db/tNp9v8VpCO9VLdHN0TcIfdC9AgPfY+OGQO\nIY+JwR8UYwA+RZ6V4TGDvqav6w+uSx/0rnpUtoZ9maG3ls1Z6TcB7t4j6XOLtR5/bm+yPnptiXsg\nrt3z9ppX5nWD56StXqekBM8xQKTf/5tMlicKc00oBbZwXL9eh6wM0ulCwfzHXNPA7gGAtjw9q1z/\nj05azvK0bfHaD3mmZkSad98QkHtleIDrleHxXOrZUnzlKXS5semRVuy8cXA3oC50z8Bd/we/s+yA\nt/d4giCX9xQL3rZHBIInFERDx/z3QEX72nUxYs2bZ5Gm6sBZLVM82XIquHtpKfcxAxwAACAASURB\nVK9CawvRzwz7rnLP5a7n2C2Qt841z2VwKrDngHusVWGf15LutLsCrldBYyytoXRIW9E675BylZMl\nuXRP3ljrPif0c0qAHgcWwHNWYc6tnHoOTR64ngLu+j4P+FNpOaAey0tjFe8UeXV5CkCqDXZM3i2w\nw70CdyH7QnIaqHet5bCjPQtBa8YewHvA77VVzGfvJetAGskf2c2/2y3oWlOeFiLOvJvmHW3Rwz7A\naxrj3fN4UMgq6B7OHRRkgTMX9JabN7eWuQVzC/A3AezWDZED+jEdOAaI3hTKWeNyXQOk1yeey96j\nHL96QCttsW30XLCSXnBYv6d46GfyjAXbDsuQHnNq7T3VB3Y6YUgZ0r+PBXKdZvs+BZw23Xvnp/KF\nLjs3JXFd8jAjp8jdHt1TcJcX5JmZcn3sNSuwvajU1EsZell6QIlvXJfrgbtmeA0gDbtIOZ0mbZVX\nqQaS4GSq6SkrfcgASHnN9CMM8qBmgtRmGCnQHpOmhUoK3D0ATwF7ykXhCS8Sacdce1vAXQtZTwAL\nL+SAWQZqrt9yYJaSFfq/VfptWcLHlr+tHNFp0mYL8PLsNi3HsFJfjvT9x4yxmwB3j3e8NP37JsFX\nl6XHVU4Zuk5dnuJ3t+B+IzH5IYS/FEL4RyGEfxBC+BshhKfq2o+HEH4zhPAbIYQ/ptK/P4Tw6/21\nv3wT7din6wjJ3OAbAwKpIxcM5q3Xlg+e6GPjnOu0lblul4upgTfU/JzBnDN4t4VrcPWeSdq6If2s\nNt37dnRq55sxe1+Ptdj1c93kuHq96NXzshWEOWAfKmPsYS3llMWYe3+e5TlWPngbLaU2WRramMnb\n7yHl5fLyjz2OUbjHBK3mhInu+xxveuSBujfFoZWwMeWmpl3GjLG7oRsBd+AXgH8zxvgHgX8M/DhA\nCOGrwI8AXwW+BvyVEGRPVX4a+LEY44fAhyGEr91QW3rymO2Y+44ZXMcAe2rjFY/p9NdUUqCnz1fq\n0NcsgwExQhu7/7arcrLC0xO2hyoTnGcf09ahZ/Y2oLegnhOCQ8IklW4F9qnj6tj77pxeMS9bYXuK\nMnQKuOv6jgFwfc0qIh5j5TTolCHggaUH/N6RKmPs7lFjy821J8dvY3gOk+YdHllZrt817I8Tfc8Q\nf2uvks6fGne5Oc7boxtxy8cYf1H9/HvAf9Sf/xDwszHGDfDtEMJvAT8QQvinwOMY4zf6fH8N+GHg\n54+smd0L8DrPvhzPFa/TrIvGc694rqJTg+w8d5V21dvQdqnb253G5k1d0/+Dqv66gy86/1vn/zGg\n6gmIqH7HTL5jFK9UXqvceef6v76eSssJIlvW3dPt8/IYN6jlU29OfWge096XKl/n946Uu96Wpa/Z\ncodI94kFgpz9pacCbFu8fLpNY5RMz7jxyFNqbJot15adUpi8/6l25uqR30Pjz7vm9W9uTHr33j3d\nxpz7nwR+tj//IvCr6trvAN9DZ3r9jkr/qE8/gqRDW/KDO8WMcp91Adq5NZ2WKhOOA/hcQF7LITC3\n5h7ddg/EvR1s5BmsNjnkvBkbhKPbbzVyzG8NymMA2IJ5Ls9NAbtutyeAUiBurb5jLIyxQvfO6BZ4\n2QPWIbKBYlGl2WuYfKn65fqxQOzl9dz6Y4W6lTfHtMPrh1S+MWlenjHjMgXuQ2N5bNm59g7dP0Z+\njbl/qI+lrZ4C8GoAfjS4hxB+EfiCc+lPxxj/Vp/nJ4B1jPFnbqh9Pf2KOv9yf8DupQzNaVhGHNLm\n7GCwAXjyf6wFn7IKLLBKWzzQFgYq2AXSpaxze91aAraOHNlnH1JgPNDUz3cMuI7Jc10QT6V5VoR9\ndg8cxqR55JX/7f64WXq1vPxL7Prj+4CvJPLZ/tJBpkOKaa6/x4znIWGcMhiG6g8nXku1SVuMYxT1\nY2ksQNt8WrnPUS7fMYpu7j1Kv4x5lhSl+lb3v6eY6bH228C3Tqj7dBoN7jHGH8xdDyH8J8B/APxR\nlfwR8CX1+3vptPyP+nOd/lG69D8y1Dp2WtOx8xv2XpyyvPKjyqvJWuVaedCHZ6FbS90eY+7X7bQA\nHpxrKVeSHBac5X9OC7YgqfvKXjsGdI/NY69HDtuXA3bPsrgOgHt9lbv3y+wUWYC/c2T5iVpfKS//\nUQ6f14LTUH9q/roOv8M+X9myUun6Oqq8Uyy0lByBvPfQ5jt2anAMaf7M5UnxSCpv6vepNKTYHAPs\nKU9Qa65pYNf/vbKgU2K/otJ+eURbrkc34pbvA2j+S+DfjTEu1aW/CfxMCOEn6Vx1HwLfiDHGEMLz\nEMIPAN8AfhT4qdNbIJ09ZMGn7ssNjuDks2mp+zQdMz9+DJB75Ur9tg5rwecs99w164bzrg1Z7Llr\nKdAeA/i5/LqNuTps23JAbpWUY2ishXN3dPu8nHpWPebH9KUWuMdYrCletsqCp/SnytN0KsB7z2t5\nOUW35f495l0IpfKneOm65IGxplOAXRtoKYzQmJPDjlQdt083Nef+PwJT4Bf7ANq/G2P8eozxmyGE\nvw58ky688usxbkOpvw78VWAB/FyM8chgOo80EMKhFq4Hgaeho65p4a3ze1qbJ6A9TVoDgzdQjrXm\ng/mv59JJ5NHPmBuYZeaazG975IGkBVMPGHWeYwB/6D6dLpQqX1/3rAxMes7yzgmxIQvnldIr5OUU\nmKWEoeXRFG8P1ekBdM5iT7VD35/Lm7LS7b12rHlkvY03SccqrSl+0Wk5PrHpqWdPucH1df0OYV9W\nY67p+rzpkZQCocseOwbujt/Djj9fTwohRPgzx9yhDgtOVnh4AkSDoZffAqdNG7KUPYvd1p2aTy+d\nMnT7LMDbvvDAPaVdjrHcvbHjacrW5a0Pzx2u08YE02mGPRXcJd1a0x6A6zw5IZYSQLYvxtKfI8bo\nvbB7QR0v/3cDuXIg5o072x2iOGvQSwGAVpzlfWvPWaqOFHlywsuTuzcls1L3eIbMTdGx4C73wCFP\n2+swzAOWr2H3bnMWuZaBXv1yr/XCeoBvrXmtQFpw196fIWv+J26dl+/hDnVDJC9AXkZKi7dWfM7S\n0nliIr8MOHuPV45trx0kFmS0wPHm1uXenHveCoKcELoOuHtg6IGZBVgLnENAnbs3lV+30ebx2uU9\nV+oZPSGS65/XxxX/+pDlV0veePUsJssXufyehSbnqXdr60uV7ZGWOTbdKhVDZer8t2GkaSA85TnH\njPExCq7lu6F7j+mLMRa2tvrt+8tdS5V7G+/qkN5AcBeSwZUCMe3GiiaP92JtfthnLq8O7yXb+ZwU\n0Or2e5Y85r4C/5lzHodUG1NWhFBOa/aANgWKFow9pcAD8tx9qbLHgjuJ3/ba2PzefXfD3PeHdL/k\nxh34fGJ5UFttqfyaV3DqHPOuPB66DrBcR+kb23/HkOUba3wMtSd37Rg+8IwfOIxNsnWPaaO2tofG\nie5jDyPG0AO43wBJJ3quZ+/le4FyOs3mt2QBVtJy+XXd2iL3yj02aM6z1nVdQ+2zSoCQHvAe6T5K\nubw9BWDIiva8BZ4lT+Zee81TQGy7vedLeQuG6DrC+00n6RvP4yaUUtI1uNupp1x+KyM85XoMz6d4\nJEepuKBTBb92Nd8U2ekK7X6+DkCdAu5aNss48YwxXf7Ydnjv3xsn9r7U+x+q825kwBsM7qeQFipW\na0tp2SlrG/YZzb5Q75rUn/I46EGFuq5d90Pz6l48gEdj3PI5ik6+HJDmXPcxkcdq16lyU9csyMMh\nI2PS707zfrtIj1XP1enlz/FkSik/5t2N4T9Iy4gc5Z7rmDI8C3KIN1OWsFe+Pr9JUL8uD3nlWCUg\nRTmjJeWBHfLOaOMO0mPi2HFyOj2Ae5ZyGprHVFoTtBraGCveusutNa+B31rpGuAxZRwL7ro8j24D\n3FOgrpnFgjwqz6ngbtvsCYabEGwPlKaUezvV5zl3uLVeU+95TJtS5aPq0Dxv25QjT/E4RUGwhsAY\ny1B7OIbA1lOMTuGD21COtVEEh97THAjnPCbBnFuPkNfHXnmpMXGT3pU0vQXgrl9cjnEExK31jnM+\nRLl5HI/xPGFlQdpaDFbL1Ixt03TZY5jLG9CacnPuNt9Yt/wxaad6BIbakQP3VDpOuqWbFmpvEo3h\nzSGy/Gr51va7V5dth8c7cj7GkkuV613TZXv5x5RxDH/r+8aOzZsYv8e2LZWecscPUcqSHosR+rp+\nV/Zarm13Y7XDWwHu4Fu7uXw4+awLPlWOddXZZTnefZKWc9XLda2hB3PYOnWapDek26GpSOTTQJsj\nzTBDLnfMdXtYBWGMJe6leffm6tV5Us83Rig+WP0+5Swm8KPHbd7U+AT/Xg+cbd6Uoixtsven4lPk\nvafaaknabgEk10dyX6vyD5HNP/ae64zhsfcO8ZWWf56ynTI8PG/FGE+JlmFj8ufGyd3SWwDuVkin\nOjvHQJ6wsAEdUaV5dVrg0ZQDfKsNem52z4L33PPH0HXn3L38Ftit9W2VhlS+seDugbQV/p6iMkZ5\n0fePyfMA7oek+9mO67GAaN3RY8DB1qXvs4G1ti2e5TdkMIwNuvIUDA3EQ57HY8bYMfnHKvQ3QTll\nWBspnjIzRinQdeSUR9smGRtj8r9aUBd6C8Bd6DqMktL0h+a7UqBto+KPAXctcFIWvNeOHFh7dJvg\nDnmLWT/nGOt7LLin2uG1x9KpwvMB2NOklc5ThaHXz8fyt7bkNO/YcjyLL2UlaiA65dk8gyInl2zb\nvDZ5ZR7bnrskz0rPvZ8hssaZpKWU/ZyXYKzy+eroLQJ3OHRRp1xcMXHNMrpNtwMgpX3CIXCmrHkv\nkMNrf6HSvTpTYJ1q4yngniorFcCGSm+dtFT+sVZ6SglItTkFxl56TthZK/KBfPIs9WMpBe6psZt7\nlxYgPe+c5j84HGPWi3YKuFtlw6bl7kHl0V4RTNqx7blr0u/A8pO+NpaGjDFtTNi69XVpm27j60lv\nGbhDXntNgfdQHnHxpOrTmiD4QG6teW/Nu84fOQR+PRjtoEu1cYyw8NJTbcsBuJcvZWEfA+4pILeC\nPAXcuTrHWOBjlIEH8ukmhKMFvjGWe6oNHoh6ykOuPM1rnuI/1kWfs75z+XPnXntPpbHPlMuXk8Op\nvtPHUBk5UM69U9sGO6ZeX1AXegvBXcgLkMsBnaYUwKfc957G7bnlbZ4UwKdc+1YzHaoz9cyB/Mdh\nckJijJXrAeYQWAt5lr6X39YxJBRPBXac6w+gfveUG/eWcnOnuXFk60iNfynHsxDHWJvemEvJCI9/\nrDWa4rPrkNcvqXypZ0/xlvWWpPo/VYanmEFe3nng7XlGX39QF3pLwd0b6LmdsWzeFIB7ZXj3pQaj\n5z7LTQ9Yyx2VPjQQrctwjNciR7pPh6LDI/tMbynnxvfKz+XX9R3bjmOA/S6CjR4oT2NctSmQhB3v\neorm2PLlnkj3oSf9W9cxpgzryRtj9Y5NuwlKGS5eHhJ57XOm3Ob6ujdV6ck/fT23QdLQ9Mn9AnWh\ntxTcPZJBkNP+x1jpOevYA3V9rVHXcoFGY9xRQ5Gdwjyeq2oof06AjAFEOB7A7bUhQM5dG7Kyr2vx\nP9Dtk+57HRw1dsmSzn/KFqIa2ApufhwEdsrB60pjPCUajMe+n2OUak+epmR3Lt7mzaMHcN+SFhRj\nBt6YvaG1RugN1pTlrSkH7rlrY0grAtfVTDXzjGGa2wD3MZb4db0KXnkPdLek36NVkL357lwZx7jL\n7b1Sx9CuaMfSfbAUx7ZRGw0a3IcCHofI9rfUY632Y8t9c+gB3A9orIAYA8YeUGhgHrKSbVyALSMV\n/W5dTjmyFvypNNaK1d6PVN4h4NdegqFrQwyeK8OjMe1/oNNp7PTQ0NSXJ+A1z8n/wvw+FhCsx+o6\nlBrXMN7atR44z7IdKiNHx3hFcs9h5Z8tN8fjNvjVljnGiDrlXdl7Xm8F7AHcD0gL79xAHss8KWs+\nVUbumi4jR4FhDfmY8sbSWIt9iMHGzKHrvLlrY4TzEOB7+d8+S+DuKLUEScgqyFbIC1kLW66l1jFb\n5VCf56bpbmoc5MZVzthIKfTeXHSujDH8MnZfAs+oycnT1BSmVbYwaVaeevI4NSaOJV3+3ewPfx16\nAHeX5CXmlpbBISPkrPHUfbZ87xomj1wbGqRDQYJ3TdKvQ+32BG0un5cnJShT3oAh0vU8uOJvn4Z4\nKRV34sW3xES6rscDkiFF3at/TP6he7zftj3eb/E4phTQsUor+P07ZPVLnhTvpaYTtUtdyhqK7bFk\n89vnCCbvqfQ6ydM8PYB7loRhcnPcNr9HHhN6g22McjDksrf0OmmY0u6x4G7PvXw6j2XuMYJ1LLA/\nWOt3R8coTx4f6XeVshjlPab2N9Bz6WPye2StYV1GirzNrbxxLc/mLS/LTWmRuKbJe3Ydbe715ZA8\n0nl0u60Bcgqv2XdtFfFUnUJjwXqsJ/T1oAdwz5K24E+ZZ0opBV6+XOCdkHaJHTP4XxdNcyy46/xj\nLf1jXPCnAPSDxX43dOy7yYGNXD8leMu6iIfyjy1/iL9tvZ7Cb630seWPab/0l+yjoUFzTD+OmdO3\ngO4ZP6cCu2732DrH0th4g9eDHsB9FKWs7bGW/NjlH94clVeeN/BP1ajvklLCZYx1bn97Lriheo+x\nuIa8AA90GqXc6TddR8rKtFaptCUFkkO8lrMac21L1eWNPfmfW42in+sUEBsqE/LKrX4uDbQW+HPT\nI959Y5QR/d+LsRA6xVq/v/QA7qPIY9hjAks05ebuU9Z8qiyPvPyvEzAdI0S9/OBr9kPWyrHA/nat\nib07uo014Za0lemBu033QDMHphY4NLgH0iDoWcC6L3LjLqfM6mfSvHHMElev7lS5lrz+1spOatmg\nptTGW2PGidxrPQ2p6dD741q/Dj2A+2jKgclNzcWPuW+M+2tM3al2XIdOEdgp4B0D1mPacQqwP1jq\nt0+nCPGbKj8F+JZSvGaB4xj+8dz9Xp1jy04pHqn7hjwnQ96DVJlR/bfpuXtSHoNcfTqP9dJ4XgIp\n6yat9ZyR9nrQjagwIYT/NoTwD0IIvxZC+KUQwpfUtR8PIfxmCOE3Qgh/TKV/fwjh1/trf/km2nG3\ndAoQiPY4NiinTRw5N2LqnmPKOoVusv6hsobaYcs/pv1vN7DfPi9r4Stzu3cxlynjwnu/2qLWbcpd\ns25ka6WObc9Qflt36kt1dkOe4FyzYzzFV6n7cs/itSOVJ2VdH0v2y5V2TGGu3ZTVnhsTrw/dlH/i\nv48x/sEY478F/O/AnwEIIXwV+BHgq8DXgL8SQpAe+Gngx2KMHwIfhhC+dkNtuWH6diLdAvUQeYyV\nYxqd7zc5ZMSU1n/sMYZ5f3Pks3kCZMzhlWefV/pgTJ+NqSNXp5f/2yPKeCPolnlZ+jYXfX3TpC3P\n33aupwDUE+IWODRgjBlv33Ly5qzbHIikFFm73au9/q3EtZi4b0jGjVUGJN+32FeKxljqlqyCJWmp\nqQhbnzcOjiFb/+sF7HBD4B5jfKF+PgK+05//EPCzMcZNjPHbwG8BPxBC+G7gcYzxG32+vwb88E20\n5ebp2yPyHMsM+r6Uharv9wbisVbysZq3B6ynWv830VbdB7k+OxbIx76vb48o9/7T3fLyGHC7ia2R\ntQD+9hH3WJAcM7Y861E/x7dMWWMUiDF1jblPnuO3nWfJWb3H5kspynLvt9l/756yYpXAY2gMf3/L\n3nQkefJnDN3dnP+NzbmHEP488KPAFfCH++QvAr+qsv0O8D3Apj8X+qhPv4ckg9Rq82MGpHevpdTc\nztB9loaYMVfeGPDOkTDbWBqjiKQsg2PqiOb3A8Fd83IKNK1FdN3341mKQ/mFZKwcA7oBH8Rx0r3A\n2WMUiVS7LQ15C7x2p+rUVn6qrtxztuy/Y69OO70wdgx4z3hTiqKUPybNo7uz8kerECGEX+zn1ezx\nHwLEGH8ixvivAP8b8D/cVoNfXzrGBZy791hX8pjjJtpxm+Xf1HMfQ9e5937T/eHlmxaEx5Z1HcUi\np+wPKTOntPOuXcNjjZfcfZ7l7oHyKXQX/H1q+XfznkZb7jHGHxyZ9WeAn+vPPwK+pK59L52W/1F/\nrtM/Shf558Y285bo77zi+gF+6RXX/wuvuH549X3wOoyD69Or5eWfGNvMW6RffsX1/8orrh9e/Vj+\nlVdcP7z6cXC7dCNu+RDChzFGibr6IeDv9+d/E/iZEMJP0rnqPgS+EWOMIYTnIYQfAL5B5wL8Ka/s\nGOPrF6nwQA/0htIDLz/QA70ZdFNz7n8hhPD7gQb4J8B/ChBj/GYI4a8D3wRq4OsxRvFhfB34q8AC\n+LkY48/fUFse6IEe6HR64OUHeqA3gMKOPx/ogR7ogR7ogR7oTaDXZh++V70RTgjhL4UQ/lHfhr8R\nQnh6l/X35f2JEML/G0JoQgh/yFx7JZsBhRC+1tf5myGE/+qmy+/r+F9DCP8yhPDrKu29PvDrH4cQ\nfiGE8I665vbFNdvwpRDCL/f9/w9DCH/qLtsRQpiHEP5eP/6/GUL4C3dZ/03Sq+blvrxXys9vKy/3\n9bxSfn7VvNyX9+r5Ocb4Whx0a2Xl/D8H/uf+/KvArwET4Mt062vF4/AN4A/35z8HfO0a9f8gUPTn\nfxH4i3dZf1/GHwD+dbpIjz+k0u+sDaY9ZV/Xl/u6fw34N27h3f87/3975x5sR1Xl4e+Xe/MClIdI\nEMEKjgEpAUEUqIAiKGOgHBTRUlAQKClGGUTGERBmSkaoAlRgCqecmmLAQS3BKXkMAR9EID55qBAI\nCRBQwsOBwAg4IiHJvVnzx94nt3Nu97kn3HNP3zS/r6rr7N69e+211+7Vq3v37j7AnsDiQt5XgNNy\n+vQx+mNKD3TYFtgjpzcDHgR26acewCb5d5D02tn+/bZDj/qzVl/OMmr151eqL+e6avXnyeDLWW6t\n/jxp7tyj5g/hRMSCiGi9jH0HIzOA+/Yhnoh4ICKWlWyq62NAewMPR8TyiFgDXJV16SkR8XPgubbs\nw4ArcvoKRtpVZou9GScR8VRELMrpF4D7SRPH+qZHRLyYk9NIJ+Pn+ll/r6jbl7MOtfrzK9WXoX5/\nngy+nOuu1Z8nTXCH9PEMSY8BxwLn5eztWP8jGa2PZ7Tn9/JDOMcz8gpQHfW3U5cOrwceL6m3H8yK\niBU5vQKYldNVtugZkmaT7jzu6KcekqZIWpTruTUilvSz/l4yiXwZJpc/vxJ9GWo6juvy5Vx3rf7c\n13+Fk7SANGTSzpkRMT8izgLOknQG6eMZx/Wz/lzmLGB1RHy3l3VviA6TiEkx2zIiQlInXXqmp6TN\ngKuBUyLiz9LI21sTrUe+09wjPx/+saQD27b3zQ5jUbcvd6NDLjNh/mxffnn06ziu05dzHbX6c1+D\ne9T68Yyx65d0LHAo8J5Cds/q70aHCnqqwzjq3YH1ry4nkhWSto2Ip/KQ5dMVOvWszZKmkk4G346I\n6+rSIyL+JOlGYK866u9Sx1p9uRsdJtqf7csbRF+P48niy1CjP4/ngX0vF2BOIX0yqVNgZKLBNGBH\n0ru3rQkodwD7kL7nN94JMPOAJcDWbfl9qb+tzluBverUIUYmgvyONMFjGhM7CWc2oyfgnJ7TZzB6\n4skoW4yzfpGec17clt8XPYCtgS1yeibwM1JQ6qsdetSXtfpyljcp/PmV6Mu5vtr8uW5fzjJr9+cJ\n6diXaYzvA4tzA68GtilsO5M0weAB4H2F/L3yPg8Dl4yz/oeAR0lf5Lob+EY/68/yDic9F1sJPAX8\nsN86lOh0CGm26cPAFyeo768E/gdYndt/HLAV8BNgGenbt1uMZYtx6rA/6d8pFhWOgXn90gPYDbgr\n138v8IWc31c79MiWtfpyllerP79SfTnXU6s/1+3LWV7t/uyP2BhjjDENY1LNljfGGGPM+HFwN8YY\nYxqGg7sxxhjTMBzcjTHGmIbh4G6MMcY0DAd3Y4wxpmE4uBtjjDENw8HdGGOMaRgO7sYYY0zDcHA3\nxhhjGoaDuzHGGNMwHNyNMcaYhuHgbowxxjQMB3djjDGmYTi4G2OMMQ3Dwd0YY4xpGA7uxhhjTMNw\ncDfGGGMahoO7McYY0zAc3I0xxpiG4eBujDHGNAwHd2OMMaZhOLgbY4wxDcPB3RhjjGkYDu7GGGNM\nw3BwN8YYYxqGg7sxxhjTMBzcjTHGmIbh4G6MMcY0jMG6FWhHUtStgzEbCxGhunWowr5sTPf02pcn\nXXBPXEBSbSYwtS3dvj6Yf2cW0oPAJm3rU0fEF7MHgRmF9EBB1EAuN6OQHgSmd9i/mO60XpRd3D5K\ndsDgMAwOM23GKgYGh/MyxPRpqxlgOC9DTGf1uvQgw0wrXR+dHihdX7UuXbY+nVWFutdfX39bUa8u\n9RxezcDQEIPDa5n2EmgYGMrLqkJ6GHipkN7Q7WVlx6qr2+05vWYIhoZg5aqcBtYAK/NvcX2okPdi\nh20r82F8NhsDLV/u5LdVflxMt69nRHd+2slnu/H5svVKn62QPQgMBsxYzZSBIQanJl+eNmMVg4PD\nDEwZ7Wsb5oedfW2D/XADzgkd9RweZvqq1QwMwcBQ9udOfllc75Vf9kjWypdgzXDy6TVD6/txJ5+u\n8uNW+mx6j4fljTHGmIbh4G6MMcY0DAd3Y4wxpmE4uBtjjDENw8HdjMnyhY/WrYIx9fL7hXVr0DMe\nWfhY3Sr0jIUP1a3B5MXB3YzJow7u5pXOIwvr1qBnLG9ScH+4bg0mLw7uxhhjTMNwcDfGGGMahiIm\n10ek/FUrY7rHX6gzphn02pcnXXA3xhhjzPjwsLwxxhjTMBzcjTHGmIbh4G6MedlI+oikJZKGJe1V\nyD9Y0m8k3Zt/D6zYfytJCyQtk3STpC36oPPlklZIWjyWHpJmSLoyt2OppDMqZJ4t6QlJd+dlXh/a\nsYOkW7P975P02Zz/VUn3S7pH0jWSNs/50yR9M7dlkaQDKuTW0SczJN2R59jaXQAACh5JREFU9Voq\n6by27Z+XtFbSVhvSlqr9JxpJA/k4mF/IOzn3y32SLsh53fbJWyXdlstdL+lVY+ng4G6MGQ+LgcOB\nnwHFCTzPAO+PiN2BTwLfrtj/DGBBROwE3JzXJ5pvAu3Bt0qPjwHkduwFnCjpDSUyA7goIvbMy48m\nRvX1WAOcGhFvAfYFTpK0C3AT8JaIeCuwDPhiLn8CsDa35WDgQkllk7j63icR8RJwYETsAewOHChp\nf0gXMVnf4gc3um1L1f4TzSnAUrJP5Ivbw4DdI2JX4Gu5XLft+A/gtFzuWuALYykw7uAuaYqkizrl\n5auYMyUdJemEnDdV0kn5iuqcCrkfl/QhSZ8p5P+TpMMkndlWfsu2q6H1ZFfJ29gpsfWc3PapbeXW\ns1uZPcr6qaS+UfYvkb1ThQ7z8tXrSZI2yf10nKQjlO6mNu2dZeqhqk2SLs7bPiNpVlm5DnYrPebz\ntio/GdMHy/Qq5K/zp05ExAMRsawkf1FEPJVXlwIz29uVOQy4IqevAD44Vp3jJSJ+DjzXpR5PAptK\nGgA2BVYD/1chuq9vLkTEUxGxKKdfAO4HtouIBRGxNhe7A9g+p3cBbs3lnwGeB95eIrrvfZJ1ejEn\np5H+LPfZvH4RcFpb8W7bUrX/hCFpe+BQUkBuHROfBs6LiDWwTmfovh1z8nEL8BPgiLH0GFdwl7Ql\n8DnggE55wJHAYxHxXeBN+cr3w8CVEXEh8GZJ+7SJnwfcFxHXAE9J2lPSe0kz/K8Hpkp6Z6H8UcA2\nOV0me5S88bR9MlBh6zeQDub/lfSkpBskvYfRdiuzR1k/FesbZf+KPtmhTYf5SsNhx0TE14FZwJuB\nd5Cu1q8GXg0cNCGG6i97s36bWsPRxwCPAGsiYkVJuYMYbbeqvitS5ifd+mCZXi2K/jRejgB+2zqx\ntTGrUO8K0rFRB6V6RMSPScH8SWA58NWIeL5CxslKQ+GXqQ9D2UUkzQb2JAXzIscDP8jpe4DD8oXe\njqSRiO0ZTS19ki9IF+U6b42IpZI+ADwREfe2Fe+qLR32n0guJt1Zry3kzQHeJel2SQsltQJ4t32y\nJLcF4COkc0VHxhXcI+K5iLiIwpVsWR4wF3gipx8F3gnsDHw05/2e0Q36M/DPkjYDtiOdgOYCd+Xt\nd5ODgaQ5eXuLnUpkl8nbqKmw9SbAzIjYHPgQ6SS/H6PtVmXf9n4qUmb/uTldzJvZpsOppOHN1onn\n3Ii4KyJ+CZyc87YG7nwZZphURMQvWL9Nv87pz0bE6yPi0opyd9J93xUZ1Y8b4IOj9ILR/qT0/HVx\nyfI3Y9lD0luA84ETxyob6b3c2t/NLeoh6ROk4/l1wI7AP+STcDv/lrfvQboQuLA/2kLu++8Dp+Q7\n+Fb+WcDqfEEHcDnpGPgNKQD9ChjuJLuffRIRa/Ow/PakQHgo6ZHClwrFWnfCY7ZF0ibAmRX7TwiS\n3g88HRF3t9U1CGwZEfuSAv9/5fxu++R44DOSfgNsRhpB6ki/nrm/ALSG5KYArwfOY2To563A7cUd\n8hDEs8B9wF/y1fI2QGvo5i/Atjm9K7CksPv57bIr5DWOiJgfEWuVJlzMjoiHKbFbYWiyaI+yfipS\nlPMCyf7bZJlF2TeU6LArsH122FMLMgfycPK32u4cN2bK2vRGpccSn68q123fFSvagOO6qm/L9FrP\nnyLi4IjYrWSZTwfy8OQ1wNERUXUxvULStrn864CnO8mcQKr0mAtcGxHDedj0l5QMm0bE05EhDcfu\n3Q+l86OOq4HvRMR1hfxjSUPDHy/oOBwRfx9pTsAHgS1Iz+TbqbVPIuJPwI3A20gXTPdIeoQU9H8r\naZsu2/JXwOyy/SdQ/bmkO/FHgCuBgyR9mxTAr8nt+zWwVtJruu2TiHgwIt4XEW8HrgJ+N5Yi/Qru\n3yHdTQPsBgxHxKqIeFHSu4FbIuIPxR3yQfUr4MvAl/OJYgojVzVTgGFJc0kOt+4qKSJeapddIa/J\nnAL8d06X2W1bkt2K9hjVT20yi3IGcrosr0wHAc9HxA9y/YcCRMSzEfEN4JCSIeeNkrI2RcQ5kSZZ\nvSTpfVXlMlV9127fKj8po7Rv2/Uq86cNYN0+eVj6RuD0iLitwz7XkybckX+v61B2IqnS4wFGRgg3\nJU1cu79959wPLQ4nTTScUCQJuAxYGhH/UsifR7o7/ECkiWqt/JkamQNyMOlRzAMlovveJ5K21sgb\nCjNJk8tui4hZEbFjROxICpBvi4inu2lLRCyu2n+i2hERZ0bEDrm+j5Hiz9EkG7aOo52AaRHxx277\nRNJr8+8U4B9JI0UdGTO4K018OkbSJ9uWD29Ag+8lPTM4BPgD6S4DSa8B9ouIr5Ts9ingmxFxOem5\n4EdJz2Jak642J83I3Rk4hPRc702S9q2QXSavkWSnPyhGJqgU7fZqkt1OoM0eVf1UoExOWV6ZDk/m\nBdKd5q5tsh8kPRduEg8CR0o6VtKnct5K0mzgUeWg674r0tVxXdK3Syr0KvWnKiQdLulxUtC7UdIP\n86a/I905fUkjr4dtnfe5VCOvzZ0PHCxpGenkd36n+nqBpCtJF0Q7S3pc0nEd9Ph3YJrSa3N3ApdH\nROv8damkt+VyFyi9pnQPaa5DcXRqotgP+ARpZnnLxocAXycN3S7Ied/I5WeR7lyXkoL/0S1BdfcJ\n6bHHLUrP3O8A5kfEzW1lio8Hum1L1f79olXn5aRRssWkO/pjcv5Y7WgdX0dKepB0YflERPznWBUP\njqlZOsl8q8uGlCLpr4EdIuKyfPDdnE9iRwHnSRoEDoiImyXNjojlpLuA6aQhyXtJRniGNAnrB/n3\n5oi4KdcxG9g1Im4vkf3uCnlNZSdSW1v8ghG77Q3cAuxDmz3K+gmSbXOftMu5mXQHuF6fVOhwCyOT\ny7YC7lV6Z3hGRJxNGm6+pzfNrw9JXwSm5zbNItn2j6RnapCGCX/aoe2d+m6dfcfwkzK9yvp2Xpte\nCyPilpZ8sj91am9EXEt6Nac9/1zg3Ip9TiiknwXe26mOXhMRVReRo/SIiFWkAFomp9iOY8rKTCSR\n5m2U3aDNqSi/nDSRtWxb3X2ymDQM36nMGwvp5XTRlqr9+0FE/BT4aU6voRC4C2WW012fXAJcsiH1\nj3e2/KaSTgV2kfS5vD4qD3gIeJWkTwPfi4gh4G+Bc0h3JitIM323BFqTPy4hvbf5CWBeRFxFChCv\nzaMGUQjsM0iTk96h9BGAE9tkP1khb6OmwtaQXiUp/mlzu91+TLk9RvVTW5+U2b+0T9p1yCciSTqe\n9FjmR8D3gGX5zulF4F97aqB6uIqRNq0ktekG4KM574l8R1LV9rH67qax/KRLH1xTolcrsBf96V0T\nYSRjzMTiP44xxhhjGoa/UGeMMcY0DAd3Y4wxpmE4uBtjjDENw8HdGGOMaRgO7sYYY0zDcHA3xhhj\nGoaDuzHGGNMwHNyNMcaYhvH/UGgLK9N+AbQAAAAASUVORK5CYII=\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgIAAAEdCAYAAAB+LQ8fAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nDMMwDMMwDMMwDMMwDMMwDGNd/geOBdPxiEgCrgAAAABJRU5ErkJggg==\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -310,23 +314,23 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 40, "metadata": { "collapsed": false }, "outputs": [], "source": [ "reg = Regularization.Tikhonov(mesh, mapping = rmap)\n", - "opt = Optimization.ProjectedGNCG(maxIter = 2)\n", + "opt = Optimization.ProjectedGNCG(maxIter = 30)\n", "opt.lower = 1e-10\n", "opt.maxIterLS = 50\n", "invProb = InvProblem.BaseInvProblem(dmisfit, reg, opt)\n", "beta = Directives.BetaSchedule(coolingFactor=8, coolingRate=2)\n", - "betaest = Directives.BetaEstimate_ByEig(beta0_ratio=10**2)\n", + "betaest = Directives.BetaEstimate_ByEig(beta0_ratio=10**0)\n", "inv = Inversion.BaseInversion(invProb, directiveList=[beta,betaest])\n", "opt.tolG = 1e-20\n", "opt.eps = 1e-20\n", - "reg.alpha_s = 1e-5\n", + "reg.alpha_s = 1e-9\n", "reg.alpha_x = 1.\n", "reg.alpha_y = 1.\n", "reg.alpha_z = 1.\n", @@ -337,7 +341,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 41, "metadata": { "collapsed": false }, @@ -352,16 +356,38 @@ "=============================== Projected GNCG ===============================\n", " # beta phi_d phi_m f |proj(x-g)-x| LS Comment \n", "-----------------------------------------------------------------------------\n", - " 0 -4.89e+06 1.16e+06 2.70e-01 -1.59e+05 1.45e+05 0 \n", - " 1 -4.89e+06 8.02e+05 2.15e+05 -1.05e+12 2.87e+07 0 \n", - " 2 -6.12e+05 8.00e+05 2.15e+05 -1.32e+11 3.59e+06 10 Skip BFGS \n", - "------------------------- STOP! -------------------------\n", - "0 : |fc-fOld| = 9.2136e+11 <= tolF*(1+|f0|) = 1.5946e+04\n", - "1 : |xc-x_last| = 4.6116e-05 <= tolX*(1+|x0|) = 1.0566e+02\n", - "0 : |proj(x-g)-x| = 3.5921e+06 <= tolG = 1.0000e-20\n", - "0 : |proj(x-g)-x| = 3.5921e+06 <= 1e3*eps = 1.0000e-17\n", - "1 : maxIter = 2 <= iter = 2\n", - "------------------------- DONE! -------------------------\n" + " 0 -8.78e+04 1.08e+06 2.70e-01 1.06e+06 1.38e+05 0 \n", + " 1 -8.78e+04 3.89e+05 1.52e+09 -1.34e+14 1.57e+08 0 \n", + " 2 -1.10e+04 2.49e+05 1.52e+09 -1.67e+13 1.96e+07 15 Skip BFGS \n", + " 3 -1.10e+04 2.49e+05 1.52e+09 -1.67e+13 1.96e+07 19 Skip BFGS \n", + " 4 -1.37e+03 2.49e+05 1.52e+09 -2.09e+12 2.45e+06 19 Skip BFGS \n" + ] + }, + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mmopt\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0minv\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mm0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[1;32m/home/seogi/Documents/simpeg/SimPEG/Utils/CounterUtils.pyc\u001b[0m in \u001b[0;36mwrapper\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m 90\u001b[0m \u001b[0mcounter\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'counter'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 91\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mCounter\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mcounter\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcountTic\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m'.'\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 92\u001b[1;33m \u001b[0mout\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 93\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mCounter\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mcounter\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcountToc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m'.'\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 94\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mout\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/home/seogi/Documents/simpeg/SimPEG/Inversion.pyc\u001b[0m in \u001b[0;36mrun\u001b[1;34m(self, m0)\u001b[0m\n\u001b[0;32m 60\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0minvProb\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mstartup\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mm0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 61\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdirectiveList\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'initialize'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 62\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mm\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mopt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mminimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0minvProb\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mevalFunction\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0minvProb\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcurModel\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 63\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdirectiveList\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'finish'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 64\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/home/seogi/Documents/simpeg/SimPEG/Utils/CounterUtils.pyc\u001b[0m in \u001b[0;36mwrapper\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m 90\u001b[0m \u001b[0mcounter\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'counter'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 91\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mCounter\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mcounter\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcountTic\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m'.'\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 92\u001b[1;33m \u001b[0mout\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 93\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mCounter\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mcounter\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcountToc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m'.'\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 94\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mout\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/home/seogi/Documents/simpeg/SimPEG/Optimization.pyc\u001b[0m in \u001b[0;36mminimize\u001b[1;34m(self, evalFunction, x0)\u001b[0m\n\u001b[0;32m 179\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprintIter\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 180\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mstoppingCriteria\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m \u001b[1;32mbreak\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 181\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msearchDirection\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfindSearchDirection\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 182\u001b[0m \u001b[1;32mdel\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mH\u001b[0m \u001b[1;31m#: Doing this saves memory, as it is not needed in the rest of the computations.\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 183\u001b[0m \u001b[0mp\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mscaleSearchDirection\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msearchDirection\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/home/seogi/Documents/simpeg/SimPEG/Utils/CounterUtils.pyc\u001b[0m in \u001b[0;36mwrapper\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m 90\u001b[0m \u001b[0mcounter\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'counter'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 91\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mCounter\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mcounter\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcountTic\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m'.'\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 92\u001b[1;33m \u001b[0mout\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 93\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mCounter\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mcounter\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcountToc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m'.'\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 94\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mout\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/home/seogi/Documents/simpeg/SimPEG/Optimization.pyc\u001b[0m in \u001b[0;36mfindSearchDirection\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 974\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 975\u001b[0m \u001b[1;31m# Form product Hessian*pc.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 976\u001b[1;33m \u001b[0mHp\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mH\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mpc\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 977\u001b[0m \u001b[0mHp\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m(\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m-\u001b[0m\u001b[0mActive\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mHp\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 978\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/usr/local/lib/python2.7/dist-packages/scipy/sparse/linalg/interface.pyc\u001b[0m in \u001b[0;36m__mul__\u001b[1;34m(self, x)\u001b[0m\n\u001b[0;32m 201\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 202\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mndim\u001b[0m \u001b[1;33m==\u001b[0m \u001b[1;36m1\u001b[0m \u001b[1;32mor\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mndim\u001b[0m \u001b[1;33m==\u001b[0m \u001b[1;36m2\u001b[0m \u001b[1;32mand\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;33m==\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 203\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmatvec\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 204\u001b[0m \u001b[1;32melif\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mndim\u001b[0m \u001b[1;33m==\u001b[0m \u001b[1;36m2\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 205\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmatmat\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/usr/local/lib/python2.7/dist-packages/scipy/sparse/linalg/interface.pyc\u001b[0m in \u001b[0;36mmatvec\u001b[1;34m(self, x)\u001b[0m\n\u001b[0;32m 132\u001b[0m \u001b[1;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'dimension mismatch'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 133\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 134\u001b[1;33m \u001b[0my\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_matvec\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 135\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 136\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmatrix\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/home/seogi/Documents/simpeg/SimPEG/InvProblem.pyc\u001b[0m in \u001b[0;36mH_fun\u001b[1;34m(v)\u001b[0m\n\u001b[0;32m 132\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mreturn_H\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 133\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mH_fun\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mv\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 134\u001b[1;33m \u001b[0mphi_d2Deriv\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdmisfit\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0meval2Deriv\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mm\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mv\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mu\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mu\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 135\u001b[0m \u001b[0mphi_m2Deriv\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreg\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0meval2Deriv\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mm\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mv\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mv\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 136\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/home/seogi/Documents/simpeg/SimPEG/Utils/CounterUtils.pyc\u001b[0m in \u001b[0;36mwrapper\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m 90\u001b[0m \u001b[0mcounter\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'counter'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 91\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mCounter\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mcounter\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcountTic\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m'.'\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 92\u001b[1;33m \u001b[0mout\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 93\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mCounter\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mcounter\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcountToc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m'.'\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 94\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mout\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/home/seogi/Documents/simpeg/SimPEG/DataMisfit.pyc\u001b[0m in \u001b[0;36meval2Deriv\u001b[1;34m(self, m, v, u)\u001b[0m\n\u001b[0;32m 135\u001b[0m \u001b[0mprob\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprob\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 136\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mu\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mu\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mprob\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfields\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mm\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 137\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mprob\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mJtvec_approx\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mm\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mWd\u001b[0m \u001b[1;33m*\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mWd\u001b[0m \u001b[1;33m*\u001b[0m \u001b[0mprob\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mJvec_approx\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mm\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mv\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mu\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mu\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mu\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mu\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[1;32m/home/seogi/Documents/simpeg/SimPEG/Utils/CounterUtils.pyc\u001b[0m in \u001b[0;36mwrapper\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m 90\u001b[0m \u001b[0mcounter\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'counter'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 91\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mCounter\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mcounter\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcountTic\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m'.'\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 92\u001b[1;33m \u001b[0mout\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 93\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mCounter\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mcounter\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcountToc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m'.'\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 94\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mout\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/home/seogi/Documents/simpeg/SimPEG/Problem.pyc\u001b[0m in \u001b[0;36mJtvec_approx\u001b[1;34m(self, m, v, u)\u001b[0m\n\u001b[0;32m 399\u001b[0m \u001b[1;33m:\u001b[0m\u001b[1;32mreturn\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mJTv\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 400\u001b[0m \"\"\"\n\u001b[1;32m--> 401\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mJtvec\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mm\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mv\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mu\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 402\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 403\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mfields\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mm\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/home/seogi/Documents/simpeg/SimPEG/Utils/CounterUtils.pyc\u001b[0m in \u001b[0;36mwrapper\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m 90\u001b[0m \u001b[0mcounter\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'counter'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 91\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mCounter\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mcounter\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcountTic\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m'.'\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 92\u001b[1;33m \u001b[0mout\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 93\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mCounter\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mcounter\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcountToc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__class__\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m'.'\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 94\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mout\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/home/seogi/Documents/simpegpf/simpegPF/Magnetics.pyc\u001b[0m in \u001b[0;36mJtvec\u001b[1;34m(self, m, v, u)\u001b[0m\n\u001b[0;32m 328\u001b[0m \u001b[0mAtemp\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mUtils\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msdiag\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mMfMu0\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mB0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m*\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdMfMuI\u001b[0m \u001b[1;33m*\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mdmudm\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 329\u001b[0m \u001b[0mBtemp\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mUtils\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msdiag\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mDiv\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mT\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mu\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m*\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdMfMuI\u001b[0m\u001b[1;33m*\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mdmudm\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 330\u001b[1;33m \u001b[0mJtv\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mAtemp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mT\u001b[0m\u001b[1;33m*\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mP\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mT\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mv\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m-\u001b[0m \u001b[0mBtemp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mT\u001b[0m\u001b[1;33m*\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mP\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mT\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mv\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m-\u001b[0m \u001b[0mCtv\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 331\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 332\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mUtils\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmkvc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mJtv\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/usr/local/lib/python2.7/dist-packages/scipy/sparse/base.pyc\u001b[0m in \u001b[0;36m__mul__\u001b[1;34m(self, other)\u001b[0m\n\u001b[0;32m 294\u001b[0m \u001b[1;31m# Fast path for the most common case\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 295\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mother\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshape\u001b[0m \u001b[1;33m==\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mN\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 296\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_mul_vector\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mother\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 297\u001b[0m \u001b[1;32melif\u001b[0m \u001b[0mother\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshape\u001b[0m \u001b[1;33m==\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mN\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 298\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_mul_vector\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mother\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mravel\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreshape\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mM\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m/usr/local/lib/python2.7/dist-packages/scipy/sparse/compressed.pyc\u001b[0m in \u001b[0;36m_mul_vector\u001b[1;34m(self, other)\u001b[0m\n\u001b[0;32m 445\u001b[0m \u001b[1;31m# csr_matvec or csc_matvec\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 446\u001b[0m \u001b[0mfn\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0m_sparsetools\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mformat\u001b[0m \u001b[1;33m+\u001b[0m \u001b[1;34m'_matvec'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 447\u001b[1;33m \u001b[0mfn\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mM\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mN\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mindptr\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mindices\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mother\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mresult\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 448\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 449\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mresult\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mKeyboardInterrupt\u001b[0m: " ] } ], @@ -371,7 +397,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 20, "metadata": { "collapsed": false }, @@ -381,20 +407,20 @@ "output_type": "stream", "text": [ "Counters:\n", - " ProjectedGNCG.activeSet : 2\n", - " ProjectedGNCG.doEndIteration : 2\n", - " ProjectedGNCG.doStartIteration : 3\n", - " ProjectedGNCG.projection : 24\n", - " ProjectedGNCG.scaleSearchDirection : 2\n", + " ProjectedGNCG.activeSet : 30\n", + " ProjectedGNCG.doEndIteration : 30\n", + " ProjectedGNCG.doStartIteration : 31\n", + " ProjectedGNCG.projection : 394\n", + " ProjectedGNCG.scaleSearchDirection : 30\n", "\n", "Times: mean sum\n", - " MagneticsDiffSecondary.Jtvec : 5.36e-01, 5.89e+00, 11x\n", - " MagneticsDiffSecondary.Jtvec_approx : 6.45e-01, 5.16e+00, 8x\n", - " MagneticsDiffSecondary.Jvec : 6.31e-01, 5.05e+00, 8x\n", - " MagneticsDiffSecondary.Jvec_approx : 6.31e-01, 5.05e+00, 8x\n", - " ProjectedGNCG.findSearchDirection : 4.77e+00, 9.54e+00, 2x\n", - " ProjectedGNCG.minimize : 2.02e+01, 2.02e+01, 1x\n", - " ProjectedGNCG.modifySearchDirection : 4.53e+00, 9.06e+00, 2x\n" + " MagneticsDiffSecondary.Jtvec : 3.10e-01, 5.64e+01, 182x\n", + " MagneticsDiffSecondary.Jtvec_approx : 3.48e-01, 5.26e+01, 151x\n", + " MagneticsDiffSecondary.Jvec : 3.48e-01, 5.26e+01, 151x\n", + " MagneticsDiffSecondary.Jvec_approx : 3.48e-01, 5.26e+01, 151x\n", + " ProjectedGNCG.findSearchDirection : 3.66e+00, 1.10e+02, 30x\n", + " ProjectedGNCG.minimize : 2.57e+02, 2.57e+02, 1x\n", + " ProjectedGNCG.modifySearchDirection : 4.71e+00, 1.41e+02, 30x\n" ] } ], @@ -405,7 +431,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 21, "metadata": { "collapsed": false }, @@ -470,7 +496,7 @@ " Animation.prototype.last_frame = function()\n", " {\n", " this.set_frame(this.frames.length - 1);\n", - " }\n", + " } \n", "\n", " Animation.prototype.slower = function()\n", " {\n", @@ -551,20 +577,71 @@ "\n", "\n", "
\n", - " \n", + " \n", "
\n", - " \n", + " \n", "
\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " Once \n", " Loop \n", " Reflect \n", @@ -576,28 +653,1961 @@ " /* Instantiate the Animation class. */\n", " /* The IDs given should match those used in the template above. */\n", " (function() {\n", - " var img_id = \"_anim_imgIZPNPUQZWJQOVJBN\";\n", - " var slider_id = \"_anim_sliderIZPNPUQZWJQOVJBN\";\n", - " var loop_select_id = \"_anim_loop_selectIZPNPUQZWJQOVJBN\";\n", + " var img_id = \"_anim_imgRJMMSRKUSXJHUFOV\";\n", + " var slider_id = \"_anim_sliderRJMMSRKUSXJHUFOV\";\n", + " var loop_select_id = \"_anim_loop_selectRJMMSRKUSXJHUFOV\";\n", " var frames = new Array(0);\n", " \n", - " frames[0] = \"data:image/png;base64,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\"\n", - " frames[1] = \"data:image/png;base64,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\"\n", + " frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABIAAAAFoCAYAAAAvh4ASAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\\\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3T1TW2maP+D7MF21tQkv8gb/qk2MYOO2Qb35GIvN/UL3\\\n", + "BzDgL9CNpyOHjZkP0DaTbbQ21MY7lnpqYmPhidsIp1u1DZKDDTn/wCsNMpLBvFjwnOuqchXSo5f7\\\n", + "0cG6H346OifL8zwPAAAAAJI1MuwCAAAAALhYAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHEC\\\n", + "IAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBx\\\n", + "AiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYCAK+3JkycxMjISIyMjMT093f25\\\n", + "VCp1fx4ZGYn3798Pu9QLtba21p3/o0ePTnSf5eXl7uv05s2bC64Q4Op59uxZT2+Znp6OSqXSc93I\\\n", + "yOctp+v1+pHrGo1GTExMfNH34n51fI7T9J2LdFn64Ele10Hb+6zb5LQuy+/kWTSbzbh//34sLCwM\\\n", + "uxS41ARAwJX222+/RZZl0Wg04u3bt7G0tBQREb/88kscHBx0L+/t7Q2zzAv3/fffx9u3byMiIsuy\\\n", + "E93n6dOn8eLFi4ssC+BKW1pairdv38bY2FhkWRZv376Nra2tePv2bRwcHMQPP/wQEfFZHzKsrq5G\\\n", + "u93uuW58fDz+6Z/+6VxrP00dn+M0feciXZY+eJLXddD2Pus2Oa3L8jt5GrVaLaanp2N6ejo2Nzcv\\\n", + "xe8iXGYCIOBKa7Va8cMPP8SNGzciIiLP857xn3/+OcbHx6PVag2jvEvv49cLgKNKpVLf63/66acY\\\n", + "Hx//rA8ZarXakT9Sy+Vy/Prrr91e9iX0q6OIzrsPnuR1HbS9h7VNLsvv5Gncvn27G8hGDP6/Cnwg\\\n", + "AAKutP39/fj2228/eZvbt29/oWoAKIKVlZXY3NyMiIiFhYUTf8iwvLwcEcMP3y9LHak5y+s6rG3i\\\n", + "dwGKRQAEXGnVavXYT6eWl5djbGwsVlZWusdr2N3djSdPnsTU1FSsra3Fo0ePjhwvaHZ2duDxHVZW\\\n", + "VqJSqcT8/Hw8fPhw4HOvrKzExMREjIyMxObmZvcx5+fno91ud48vUSqVYm1tre/95+fno1Kp9D2m\\\n", + "wcrKSpRKpfiXf/mXqNVqA2s4Sa0AHG9nZyfW19e7e0z8/PPPPX2oVqt133MXFhaiUqnE9vZ2PHr0\\\n", + "qHuslfv378f8/HzU6/V4+PBh9zg0v/zyS0ScrXe0Wq3u43eOWdQJqyJiYB0dx/WMk/Sdj2+fQh88\\\n", + "6+vacfi4Q4e392m2yafWNWep+fDv5MdzGLQ9njx50t3O9Xo9qtVqjIyMRKVSid3d3VO95sAFyAES\\\n", + "srS0lGdZlm9vb/cd39jYyLMsy1dWVvJms5lPTU3l09PTeZ7n+bNnz/Isy/J2u929/ZMnT/Isy448\\\n", + "R6VS6V6+f/9+Xq1WB9bUec7p6el8d3c3bzQaeZZl+cTERL6wsJC32+3u89Rqte797t27l8/Pz3cv\\\n", + "z87O5svLy0fmuru7m+d5nt++fTvPsix/9OjRiWt9+fLlJ18vAPK8XC7nWZblU1NTeZZleZZl+ebm\\\n", + "Zt/bTk1NdftIs9nseY/t12fyPM9rtVqeZVler9e71522d9y+fbvnfX5lZeVIHxtUx3E94yR9p58U\\\n", + "+uBZXteP9dvep90mn1rXnKXmfjUetz06tUxMTOT1ej1vtVr57OxsPjEx8cnXI8/zfH9//5P/TiLL\\\n", + "svzhw4cnui0UlT2AgELJ/28X593d3ZicnIwXL150DwCZ99n9+ePrms1mrK+vd3eZjviw+3+tVhv4\\\n", + "CdfY2FhEfPjU7Pr163Hz5s24e/dutNvtWF9fj9HR0fj+++8jIrqfXjabzdjc3Ox5nm+//TaePXsW\\\n", + "79+/j1ar1a3j+vXrEfHh07eT1vru3btjXysA/q5zEOidnZ0YHx8feLtmsxkvX76MiIjJyclYXV3t\\\n", + "3r5fn4mImJiYOHLdaXpH57EOH8+lUqlERPS87/er47iecZK+M0gKffC0r+ugx/rYabbJ4fv1W9ec\\\n", + "peaPazxuexx+rB9//DFu3boVY2Njsby8HK1W65Ovd6PRiFKpNPDfN998M/C+wOf5atgFAAxDtVqN\\\n", + "iIibN29+1v0ajUZEfNjl//nz5xHx4QxjU1NT3cXXIJ2FV8f4+HiMjo5+8nnK5XL3uk6ttVqtu9id\\\n", + "mprqjn/83J+qtdlsdh8DgJObnJzsOdV0s9mM7e3tuHv3bkR8OO7c/fv3IyJiZmYmvv322zO9335O\\\n", + "74iIeP78ebTb7djY2IharRZbW1sREccep+i4ntEJsT7Vd85zLpetD572dT2Lz6m/37rmPGs+bnvc\\\n", + "uXOne/3MzEz3535h18dmZmY++XVCB3aG8yMAAgrp40XoIL/99lvP5c6ZXp48eRK3bt06Uw2fWtAc\\\n", + "d0aZzvjhT6E//kT6PGsF4O+Wl5e777kbGxs9e1m8ePEiarVavHz5Mp4/fx4rKysxPj4ei4uLRx6n\\\n", + "0Wj0/LF8Esf9MbyxsRGPHj3q/nv9+nU3kBqk0Wgc2zM6f6B/qu98rqvUB0/7un7u9j1838+pv9+6\\\n", + "5jxr/pwz3R0OiU7qtK8T8Hl8BQwopH6L1n4L0Uaj0bOw7+yG/Pr1657bbWxsnOtBDjtnLtvZ2ele\\\n", + "12w2u2Odhd7bt2+PjHd0bnPRtQIUzc2bN7t7m/zHf/xHdy+HRqMR9+7di7t378bPP/8ce3t7sbS0\\\n", + "1P1K2Md9Zmlp6VzrajabsbCwEI8ePYoHDx7E9evXj3yQMaiO4/pbZ/xTfec8XaY+eJbX9aROs00O\\\n", + "+3hdc941H7c9zsJXwODLEQABSel8QtVvkXNYv++8dz6x6izUG41GvH79OvI87y60bt68Gbdv346V\\\n", + "lZXY3t7u3u6nn34auCt8Z1frj5+zX42d25TL5bh37148ffq0O/b06dNYXl6O0dHRGB8fj3v37sXG\\\n", + "xka02+2IiFhdXY2IiP39/Yj48GnaSWs97vUCKLJBez/88MMPsb293fNHdL1e7znTUrlcjn/913+N\\\n", + "iL//kf7y5cuo1Wrdry91Hv9wnzhN7+jcp/NVn2az2T0uzuE/3PvVcVx/GxsbO7bvDHLV++BZXtd+\\\n", + "+m3v02yTfq/bedX8cY3HbY/D+v0+fOp3pPMVsEH/Osc0OgnrGTjGlzziNMBFefHiRffsLCMjI/nE\\\n", + "xETPWTPy/MOZLqampvKRkZF8dnY2f/bs2ZHHefLkST41NZVXq9V8ZWWle1aSUqnUc8aX5eXlfGJi\\\n", + "Ip+YmMjn5+cHnvGjU9fIyEheqVTyWq2WLy8vd+ucn5/PG41Gfvv27XxkZCQvlUo9Zy9ZWVnJq9Vq\\\n", + "Pjs72/csK8vLy/nU1FQ+Pz/fPfvGyMhIvrCwcGyth2ubnp4eeEYbgKJ6+vRp932y01tmZ2d7zgY2\\\n", + "MjLSPVNSo9HI5+fne967Pz4r0f379/Msy/JKpZK32+0j78UbGxv5xsbGqXvHyspKPjExkU9NTXXP\\\n", + "sFWtVvNSqdRzRqeP6+g4rr+dpO8clkofPOvr2u/1+Pg5P3ebHP797LeuOW3Nn6px0Pbot50Pr7s6\\\n", + "1523jY2N7pnGOv9PO/MFjsry/ISHq6dQOkf6n5mZiUajEUtLS90zOAAAX57eDACchQCIviqVSneX\\\n", + "0Xa7HYuLi92zDwAAX57eDACchWMAcUTnQGwdY2Njnzw1IwBwsfRmAOCsBEAc0Ww2j5xJoFQqxZs3\\\n", + "b4ZUEQAUm94MAJyVAIgjBp3pAgAYDr0ZADirr4ZdAJfPtWvXuqeO7Bi08Myy/xcR//0FqgKgCL7+\\\n", + "+mt7tfShNwMwLHpzOgRAHFEul/suKm/cuNHn1v8dEY8vsJq/RMTvL/DxL5sizbdIc40o1nyLNNcI\\\n", + "8z1ff/vb4wt77KtMbx6mIs23SHONKNZ8izTXCPM9X3pzOnwFjCNu3rzZc7nZbEa1Wh1SNQCA3gwA\\\n", + "nJU9gOhrfX091tbWolwux6tXr2J9fX3YJQFAoenNAMBZZHme58Mugqsry7K42N3MdyNi8gIf/7Ip\\\n", + "0nyLNNeIYs23SHONMN/z9jgsTc5Gbz5vRZpvkeYaUaz5FmmuEeZ73vTmVPgKGJdckd64I4o13yLN\\\n", + "NaJY8y3SXCPMl+Ip2u9AkeZbpLlGFGu+RZprhPlCfwIgAAAAgMQJgAAAAAASJwACAAAASJwACAAA\\\n", + "ACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgA\\\n", + "AAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAI\\\n", + "AAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwA\\\n", + "CAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEic\\\n", + "AAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABI\\\n", + "nAAIAAAAIHECIAAAAIDECYAKolqtHrmu2WzG2tpa1Ov1WFtbi3a7faIxAODs9GYA4EvK8jzPh10E\\\n", + "F6der8fOzk48fPgwDg4OesYqlUpsbW1FRES73Y4HDx7Eixcv+o4tLi7G8+fPjzx+lmUR8fhC5wBA\\\n", + "kTyO1JcmejMAV0v6vbko7AGUuLm5uVhaWjpyfaPRiFKp1L08NjYW9Xp94FitVrv4YgGgAPRmAGAY\\\n", + "BEAF1Ww2Y3x8vOe6UqkU29vbA8fevHnzJUsEgELRmwGAiyQAKqi9vb2BY/v7+1+wEgAgQm8GAC7W\\\n", + "V8MugM+3vr4eOzs7A8er1WrMzc198jGuXbsWrVar57q9vb3IsixKpVLfscH+cujn6xEx+cnnhhQ8\\\n", + "vsDja1zkY8PlsxsR74ZdxJnpzQCkI43ezFECoCtocXHxzI9RLpf7Lhxv3LgRBwcHA8f6+/2Z6wGg\\\n", + "qCajN5z467AKORO9GYB0pNGbOcpXwArq5s2bPZebzWb3dLQzMzMDxwCAi6E3AwAXyR5Aidve3o6X\\\n", + "L19GlmXx6NGjnl3Q19fXY21tLcrlcrx69SrW19e79/vUGABwenozADAMWZ7n+bCL4OrKsizC8Uoo\\\n", + "IMcAgovyOCxNzkZvBuB86c2p8BUwAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmA\\\n", + "AAAAABInAAIAAABInAAIAAAAIHECIAAAAIDEfTXsAgAuq8fx+NI977BqAgAArjZ7AAEAAAAkTgAE\\\n", + "AAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4A\\\n", + "BAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACRO\\\n", + "AAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAk\\\n", + "TgAEAAAAkDgBEAAAAEDivhp2AQCX1eN4fKqxi3xeAACA07AHEAAAAEDiBEAAAAAAiRMAAQAAACRO\\\n", + "AAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4r4adgFcrO3t7dja2opW\\\n", + "qxWvXr2K1dXVmJycjIiIZrMZm5ubMTMzE41GI5aWlmJsbOzYMQDg9PRmAGAYBEAJa7fbsbW1FYuL\\\n", + "ixERUa/Xo1qtxtu3byMiYmFhIba2tiIiolKpxIMHD+LFixd9xxYXF+P58+dDmAUApENvBgCGxVfA\\\n", + "ErazsxOrq6vdy7Ozs9FsNuP9+/fRaDSiVCp1x8bGxqJer0dE9B2r1WpfrnAASJTeDAAMiwAoYTMz\\\n", + "Mz2Lw62trZiYmIjR0dFoNpsxPj7ec/tSqRTb29sDx968efNF6gaAVOnNAMCw+ApY4q5fv979+dmz\\\n", + "Z7G+vh4REXt7ewPvs7+//5nP8pfDzxgRk595f7h6HsfjYZcAidiNiHfDLuKL0psBuNyK15uLQgB0\\\n", + "Ba2vr8fOzs7A8Wq1GnNzc0fu891338WdO3ciIuLatWvRarV6brO3txdZlkWpVOo7NtjvP28CANA1\\\n", + "Gb3hxF+HVciZ6M0ApCON3sxRAqArqHPgyJOq1+sxNTUVt27d6l5XLpf7Lhxv3LgRBwcHA8cAgKP0\\\n", + "ZgDgsnMMoMR1DhrZWWBubGxERMTNmzd7btdsNqNarUbEh+MTDBoDAM5GbwYAhiHL8zwfdhFcjGaz\\\n", + "GdPT0z3XTU1Nxa+//hoREdvb21Gr1aJcLserV6/ixx9/jNHR0WPHDsuyLMKxUAA4N48j5aWJ3gzA\\\n", + "1ZN2by4SARBnYpEJwPmyyDwrvRmA86U3p8JXwAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmA\\\n", + "AAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJ\\\n", + "gAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECoCGZnp6O\\\n", + "X375pXv52bNnMT09Hb/73e+GWBUAFJfeDACkTAA0JL/99lvcvn07vv3223j//n0sLS3Fr7/+GpOT\\\n", + "k8MuDQAKSW8GAFImABqSarUaf/7zn2NraysmJyfjP//zPyPLspiZmRl2aQBQSHozAJAyAdCQNJvN\\\n", + "uH37duzs7MSDBw/i7t278W//9m/RbreHXRoAFJLeDACkTAA0JI1GI7799tt48+ZNrK6uxtbWVvzP\\\n", + "//xPvHz5ctilAUAh6c0AQMq+GnYBRbW3txd7e3tx7dq1iIiYmZmJ169fx7Nnz4ZcGQAUk94MAKQs\\\n", + "y/M8H3YRXF1ZlkXE42GXAUAyHoelydnozQCcL705Fb4CBgAAAJA4ARAAAABA4gRAAAAAAIkTAAEA\\\n", + "AAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwAB\\\n", + "AAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiftq\\\n", + "2AVwsRqNRuzv70er1YqXL1/GyspKTE5ORkREs9mMzc3NmJmZiUajEUtLSzE2NnbsGABwenozADAM\\\n", + "WZ7n+bCL4OKUSqV49+5djI6Oxvr6ejx9+jS2trYiIqJSqXR/brfb8eDBg3jx4kXfscXFxXj+/PmR\\\n", + "x8+yLCIef5G5AFAEjyP1pYneDMDVkn5vLgpfAUtcZ4EZETExMfF/i8IPnz6WSqXu7cbGxqJerw8c\\\n", + "q9VqX7BqAEiX3gwADIMAKHGdBWZExLNnz2J1dTUiPuxGPj4+3nPbUqkU29vbA8fevHlz8QUDQOL0\\\n", + "ZgBgGBwDqAB2d3djY2Mj5ufn49atWxERsbe3N/D2+/v7n/kMfzn08/WImPzcEgEorN2IeDfsIr44\\\n", + "vRmAy6uYvbkIBEBX0Pr6euzs7Awcr1arMTc31708OTkZ33//fWxubsb8/Hz8+c9/jlKpFK1Wq+d+\\\n", + "e3t7kWXZwLHBfn+qeQDAh2DicDjx12EVciZ6MwDpSKM3c5QA6ApaXFw80e06Zwv5/vvvIyJibm4u\\\n", + "7t+/H+/evYupqam+C8cbN27EwcHBwDEA4Ci9GQC47ARACdvd3Y3ffvute7nZbMbExERcv349rl+/\\\n", + "3nPbZrMZ1Wo1IiJmZmYGjgEAp6c3AwDD4jTwidvc3Iy9vb0olUrx8uXLePjwYffTwu3t7ajValEu\\\n", + "l+PVq1fx448/dg9M+amxw5xqFoDzlf6pZvVmAK6W9HtzUQiAOBOLTADOl0XmWenNAJwvvTkVTgMP\\\n", + "AAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4A\\\n", + "BAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACRO\\\n", + "AAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAk\\\n", + "TgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAA\\\n", + "JE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAA\\\n", + "ACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4AVCB3L9/v+dys9mMtbW1qNfr\\\n", + "sba2Fu12+0RjAMD50JsBgC8ly/M8H3YRXLxarRbz8/NxcHDQva5SqcTW1lZERLTb7Xjw4EG8ePGi\\\n", + "79ji4mI8f/78yONmWRYRjy+8fgCK4nEUZWmiNwNwNRSnN6fOHkAF0G63o1Qqxfj4ePe6RqMRpVKp\\\n", + "e3lsbCzq9frAsVqt9uUKBoDE6c0AwJcmACqAWq0WMzMzPdc1m82eRWdERKlUiu3t7YFjb968ufBa\\\n", + "AaAI9GYA4EsTACWuXq9HtVo9cv3e3t7A++zv719kSQBQaHozADAMXw27AD7f+vp67OzsDByvVqsx\\\n", + "NzcXu7u7USqVYnR09Mhtrl27Fq1Wq+e6vb29yLIsSqVS37HB/nLo5+sRMXn8JAAgIiJ2I+LdsIs4\\\n", + "M70ZgHSk0Zs5SgB0BS0uLp7odo1GI/b29roHjGy1WvGnP/0p5ubmolwu91043rhxIw4ODgaO9ff7\\\n", + "E9cOAL0mozec+OuwCjkTvRmAdKTRmzlKAJSwu3fv9lxeXl6OBw8e9L1ts9ns7o7e75gE/XZVBwA+\\\n", + "j94MAAyLAKgA2u12PH36NLIsiz/+8Y9x9+7dmJycjPX19VhbW4tyuRyvXr2K9fX17n0+NQYAnI3e\\\n", + "DAB8aVme5/mwi+DqyrIsIh4PuwwAkvE4LE3ORm8G4HzpzalwFjAAAACAxAmAAAAAABInAAIAAABI\\\n", + "nAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAA\\\n", + "SJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAA\\\n", + "AEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIA\\\n", + "AABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwAC\\\n", + "AAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicA\\\n", + "AgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwAKHErKysxMjISpVIpKpVKbG9vd8ea\\\n", + "zWasra1FvV6PtbW1aLfbJxr7snaH9LzDUqT5FmmuEcWab5HmGmG+fC69+aop0nyLNNeIYs23SHON\\\n", + "MF/o76thF8DFmp6ejoODg75jCwsLsbW1FRERlUolHjx4EC9evOg7tri4GM+fP/8yRfd4FxGTQ3je\\\n", + "YXkXxZnvuyjOXCOKNd93UZy5Rpgvn0tvvmreRXHm+y6KM9eIYs33XRRnrhHmC/3ZA6igGo1GlEql\\\n", + "7uWxsbGo1+sDx2q12hevEQCKRG8GAC6SAKgANjc3o16vx6NHj7q7izebzRgfH++5XalUiu3t7YFj\\\n", + "b968+WI1A0DK9GYA4EvzFbDEVSqVuHnzZkR8WCjOzc3F1tZW7O3tDbzP/v7+iR//66+/jr/97fFZ\\\n", + "yzzGXy/48S+bIs23SHONKNZ8izTXCPM9P19//fWFPfZloTdfRUWab5HmGlGs+RZprhHme36K0JuL\\\n", + "QgB0Ba2vr8fOzs7A8Wq1GnNzcxER3QVm5+dGoxHv37+PUqkUrVar5357e3uRZdnAsX588ggAejMA\\\n", + "cPkJgK6gxcXFE92u0WjE0tJS94CRHaOjo1Eul/suHG/cuBEHBwcDxwCAo/RmAOCycwyghE1NTcUf\\\n", + "/vCH7uVarRb379+PiIiZmZme2zabzahWq8eOAQCnpzcDAMOS5XmeD7sILk69Xo9msxkRETs7O/Hj\\\n", + "jz/G6OhoRERsb29HrVaLcrkcr169OvEYQBHdv3+/ezruiA9/gG9ubsbMzEx3r46xsbFjx0BvBjgf\\\n", + "ejN8HgEQwAVJcaGxvb0dW1tb0Wq14tWrV7G6uhqTk5MRkfaiq1arxfz8fBwcHHSvq1Qq3a/xtNvt\\\n", + "ePDgQXcR+vHY4uJiPH/+/MsX/pk2Nzd7Lt+9ezci0t62QLGk+J6lN+vNqW1bLlAODN29e/d6Lu/s\\\n", + "7ORPnjzJa7Va/uTJk7zVap1ojMtldna2+3Or1crv378/xGrOrtVq5c+ePetertVq+dTUVPfyx/M9\\\n", + "/Ht9lV+LVquVv379Op+YmOhe9/r167xarfbcrjP+qbHLbHV1Nd/c3Mzz/MOcD2+zVLctfIrenKbU\\\n", + "3rP0Zr25M5bKtuViOQg0l07RUu5arXZkzgsLC91PKCqVSs+nFx+PXZVPL4r26VSj0YhSqdS9PDY2\\\n", + "FrVabYgVnd3Ozk6srq52D3Y7OzsbzWYz3r9/H2/fvj0y33q9HhFX/7Wo1Wrd96GOZrMZ4+PjPdeV\\\n", + "SqXY3t4eOPbmzZtLe8DeVqsVP/30U/cgw2NjY933mX7bL5Vty8npzXpzCts2xfcsvfnv9OY0ti0X\\\n", + "SwDEpfLkyZOYnp6OO3fuRLvdjrm5ue6be4oLr3a7HaVSqachpfiG3m63Y2trq7s4qdfrUa1W4+3b\\\n", + "txGR5ra9iguN48zMzPT8vm1tbcXExESMjo4mt+jq6PyufmzQ6bcjIvb39y+ypAuxtbUV5XI5Njc3\\\n", + "Y3x8PBprNCOzAAAFRElEQVSNRty7dy8mJyeT3bacnN6sN6eybVN8z9Kb/05vvvrblovnLGBcGp2U\\\n", + "+86dOxFRjJS7Vqv1PbPLad7QL7POp1Mdhz+dSnXbfmoRcpVdv369+/OzZ89ifX09ItJbdEVE7O7u\\\n", + "RqlU6nuQ3WvXrkWr1eq5bm9vL7Isi1Kp1HfsMms2m9FoNKJarcbc3FwsLS11F9cpbltOTm/+QG9O\\\n", + "Y9te9vfi09KbP9CbP7iq25Yvwx5AXBpFS7mL8ulFRDE/nRq0CEnF+vp6fPfdd90/ClNbdEV8+CNn\\\n", + "b2+v+8duq9WKP/3pTzE3NxflcrnvHG7cuBEHBwcDxy6rcrkc5XK5u6AeGxuLZrMZ7969G7j9rvK2\\\n", + "5eT05g/05qu/bSP05oir//6tN+vNnI0AiEvjcMo9OjoalUolZmdn4+3bt1dm4bW+vh47OzsDxzsJ\\\n", + "fpE+vego0qdTEfHJRchVV6/XY2pqKm7dutW9LrVFV0QcObbA8vJyPHjwoO9tm81m94/GfnsO9PuD\\\n", + "8jIpl8tHruv8gTc1NZXctuXk9OYP9Oa/u0zb9nPpzR9c5fdvvVlv5mwEQFy4ky68Uki5O9+jP04q\\\n", + "n16cdNt+fJ/UP52KiLh582bP5auw0DiJzq7/nfltbGzEvXv3Pjnfq7joOqzdbsfTp08jy7L44x//\\\n", + "GHfv3o3JyclYX1+PtbW1KJfL8erVq+4fThHxybHLqFwux/j4eLTb7RgbG4tWqxVTU1Nx/fr1nj8Q\\\n", + "I9LatkWmNx+lN+vNV5XerDentG25YMM+DRl07Ozs9Jy2Ms8/nJ5xd3c3bzQaPacz7Izl+YfTOg4a\\\n", + "uyqyLOu5fHg+Ozs7+cLCwonGLrtarZbX6/We61Leto1GI3/y5Em+sbGRr6ys5O12e9glncnOzk6e\\\n", + "ZVnPv+np6e74p+ab2muRomazma+srHS30e7ubnfMti0uvfnv9OY0tm1q71l6c9r0Zs6bAIhLZXZ2\\\n", + "Nm+1Wnme5/n+/n5eqVR6xjpSWXi1Wq18dXU1HxkZydfW1vJms5nneZpv6K9fv84bjUb38osXL7o/\\\n", + "p7htAVKhN+vNqWxbgKLL8jzPh70XEnTs7u7G06dP45tvvolXr17Fw4cPu7s4bm9vR61W6+62+eOP\\\n", + "P3Z3Sf/UGMPXbDZjenq657qpqan49ddfI8K2BbjM9OY06c0AxSMAAgAAAEjcyLALAAAAAOBiCYAA\\\n", + "AAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiCAC7CyshIj\\\n", + "IyMxPT0dv/zyS2xvb8fU1FSUSqV48+bNsMsDgMLRm4Giy/I8z4ddBECKFhYWot1ux3/9139FRMTD\\\n", + "hw/j4cOHcePGjSFXBgDFpDcDRWYPIIALsry8HC9fvox3795FRESz2bTABIAh0puBIvvd48ePHw+7\\\n", + "CIAUlcvl+Pd///f43//938iyLP75n/85ZmZmhl0WABSW3gwUmQAI4AL94z/+Y/z000+xv78ff/jD\\\n", + "H+If/uEfhl0SABSa3gwUla+AAVygzrEGsiyL0dHRYZcDAIWnNwNF9dWwCwBI2djYWCwtLcXCwsKw\\\n", + "SwEAQm8GisseQABfwK1bt4ZdAgBwiN4MFI09gAAuwOzsbHz33XcxPj4e8/Pzwy4HAApPbwaKzh5A\\\n", + "ABfgm2++iadPn0a73Y47d+4MuxwAKDy9GSi6LM/zfNhFAAAAAHBx7AEEAAAAkDgBEAAAAEDiBEAA\\\n", + "AAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJC4/w9Ntbfr0tte\\\n", + "XQAAAABJRU5ErkJggg==\\\n", + "\"\n", + " frames[1] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABIAAAAFoCAYAAAAvh4ASAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\\\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3T9TW2maN+BbTFdtbcIfeYO3ahMj2LhtUG8+xmLztk33\\\n", + "BzDgL9CNuyNn28B8gDaabKMxUBvvWOqpiY2FJ24jnG7VNkgONuS8gVcaZCSDwVjwnOuqchXSoz/3\\\n", + "o4N1P/x0dE4hy7IsAAAAAEjWyLALAAAAAOByCYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJ\\\n", + "gAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDE\\\n", + "CYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACrrW1tbUYGRmJkZGRmJ6e7v5c\\\n", + "LBa7P4+MjMTbt2+HXeqlWl9f787/8ePHZ7rP8vJy93V69erVJVcIcP1sbGz09Jbp6ekol8s9142M\\\n", + "fNxyul6vn7iu0WjExMTEZ30v7lfHxzhP37lMV6UPnuV1HbS9L7pNzuuq/E6e19raWiwsLES5XI5y\\\n", + "uRzb29vDLgmuLAEQcK399ttvUSgUotFoxOvXr2NpaSkiIn755Zc4OjrqXj44OBhmmZfuu+++i9ev\\\n", + "X0dERKFQONN9nj59Gpubm5dZFsC1trS0FK9fv46xsbEoFArx+vXr2NnZidevX8fR0VF8//33EREf\\\n", + "9SHD6upqtNvtnuvGx8fjn/7pnz5p7eep42Ocp+9cpqvSB8/yug7a3hfdJud1VX4nz6MT4j179ix2\\\n", + "dnbihx9+iAcPHgiBYAABEHCttVqt+P777+PWrVsREZFlWc/4zz//HOPj49FqtYZR3pX3/usFwEnF\\\n", + "YrHv9T/99FOMj49/1IcMtVrtREBRKpXi119/7fayz6FfHXn0qfvgWV7XQdt7WNvkqvxOnke1Wo0H\\\n", + "Dx50L9+7dy/Gxsbi3//934dYFVxdAiDgWjs8PIxvvvnmg7e5e/fuZ6oGgDxYWVnp7mGwsLBw5g8Z\\\n", + "lpeXI2L44ftVqSM1F3ldh7VNrvPvQuf/3ezsbM/17XY79vf3h1ESXHkCIOBaq1Qqp346tby8HGNj\\\n", + "Y7GystI9XsP+/n6sra3F1NRUrK+vx+PHj08cL2h2dnbg8R1WVlaiXC7H/Px8PHr0aOBzr6ysxMTE\\\n", + "RIyMjMT29nb3Mefn56PdbnePL1EsFmN9fb3v/efn56NcLvc9psHKykoUi8X4l3/5l6jVagNrOEut\\\n", + "AJxub28vqtVqd4+Jn3/+uacP1Wq17ntu57gku7u78fjx4+6xVh48eBDz8/NRr9fj0aNH3ePQ/PLL\\\n", + "LxFxsd7RarW6j985ZtHxr8MMqqPjtJ5xlr7z/u1T6IMXfV07jh936Pj2Ps82+dC65iI1H/+dfH8O\\\n", + "g7bH2tpadzvX6/WoVCoxMjIS5XL50sKY8fHxuHv3bkxMTHSvazabERFRLpcv5Tnh2ssAErK0tJQV\\\n", + "CoVsd3e37/jW1lZWKBSylZWVrNlsZlNTU9n09HSWZVm2sbGRFQqFrN1ud2+/traWFQqFE89RLpe7\\\n", + "lx88eJBVKpWBNXWec3p6Otvf388ajUZWKBSyiYmJbGFhIWu3293nqdVq3fvdv38/m5+f716enZ3N\\\n", + "lpeXT8x1f38/y7Isu3v3blYoFLLHjx+fudbnz59/8PUCIMtKpVJWKBSyqamprFAoZIVCIdve3u57\\\n", + "26mpqW4faTabPe+x/fpMlmVZrVbLCoVCVq/Xu9edt3fcvXu3531+ZWXlRB8bVMdpPeMsfaefFPrg\\\n", + "RV7X9/Xb3ufdJh9a11yk5n41nrY9OrVMTExk9Xo9a7Va2ezsbDYxMfHB1yPLsuzw8PCD/87q7t27\\\n", + "2cjISE/dwN/ZAwjIlez/dnHe39+PycnJ2Nzc7B4AMuuz+/P71zWbzahWq91dpiPe7f5fq9UGfsI1\\\n", + "NjYWEe8+Nbt582bcvn077t27F+12O6rVaoyOjsZ3330XEdH99LLZbMb29nbP83zzzTexsbERb9++\\\n", + "jVar1a3j5s2bEfHu07ez1vrmzZtTXysA/q5zEOi9vb0YHx8feLtmsxnPnz+PiIjJyclYXV3t3r5f\\\n", + "n4mInj0YOs7TOzqPdfx4Lp09IY6/7/er47SecZa+M0gKffC8r+ugx3rfebbJ8fv1W9dcpOb3azxt\\\n", + "exx/rB9//DHu3LkTY2Njsby8HK1W64Ovd6PRiGKxOPDfV199NfC+x21sbES9Xo/Nzc24c+fOme4D\\\n", + "efPFsAsAGIZKpRIREbdv3/6o+zUajYh4t8v/s2fPIuLdGcampqa6i69B3t8deXx8PEZHRz/4PKVS\\\n", + "qXtdp9ZardZd7E5NTXXH33/uD9XabDa7jwHA2U1OTsbCwkL3crPZjN3d3bh3715EvDvuXOegtDMz\\\n", + "M/HNN99c6P32Y3pHRMSzZ8+i3W7H1tZW1Gq12NnZiYg49ThFp/WMToj1ob7zKedy1frgeV/Xi/iY\\\n", + "+vutaz5lzadtj6+//rp7/czMTPfnfmHX+2ZmZj74dcJBB2F/v75Hjx7F1tZWTy1ALwEQkEtn/W74\\\n", + "b7/91nO5c6aXtbW1C3+69KEFzWlnlOmMH/8U+v1PpD9lrQD83fLycvc9d2trq2cvi83NzajVavH8\\\n", + "+fN49uxZrKysxPj4eCwuLp54nEaj0fPH8lmc9sfw1tZWPH78uPvv5cuXPWdJ6qfRaJzaMzp/oH+o\\\n", + "73ys69QHz/u6fuz2PX7fj6m/37rmU9b8MWe6Ox4SndV5X6eIdyHs3bt3o1ardV+ntbW1+P7778/9\\\n", + "mJAqXwEDcqnforXfQrTRaPQs7Du7Ib98+bLndltbW5/0IIedM5ft7e11r+sc2PDu3bvdhd7r169P\\\n", + "jHd0bnPZtQLkze3bt7t7m/zpT3/q7uXQaDTi/v37ce/evfj555/j4OAglpaWul8Je7/PLC0tfdK6\\\n", + "ms1mLCwsxOPHj+Phw4dx8+bNEx9kDKrjtP7WGf9Q3/mUrlIfvMjrelbn2SbHvb+u+dQ1n7Y9LuIi\\\n", + "XwFrtVoxPz8fW1tbPSHZxsbGhWqCVAmAgKR0PqHqt8g5rt933jufWHUW6o1GI16+fBlZlnUXWrdv\\\n", + "3467d+/GyspK7O7udm/3008/DdwVvrOr9fvP2a/Gzm1KpVLcv38/nj592h17+vRpLC8vx+joaIyP\\\n", + "j8f9+/dja2sr2u12RESsrq5GRMTh4WFEvPs07ay1nvZ6AeTZoL0fvv/++9jd3e35I7per/ecaalU\\\n", + "KsW//uu/RsTf/0h//vx51Gq17teXOo9/vE+cp3d07tP5qk+z2eweF+f4H+796jitv42NjZ3adwa5\\\n", + "7n3wIq9rP/2293m2Sb/X7VPV/H6Np22P4/r9Pnzod6TzFbBB/zrHNOpncXExxsfH409/+lMsLy/H\\\n", + "8vJy9+twQB+f84jTAJdlc3Oze3aWkZGRbGJiouesGVn27kwXU1NT2cjISDY7O5ttbGyceJy1tbVs\\\n", + "amoqq1Qq2crKSvesJMViseeML8vLy9nExEQ2MTGRzc/PDzzjR6eukZGRrFwuZ7VaLVteXu7WOT8/\\\n", + "nzUaje5ZK4rFYs/ZS1ZWVrJKpZLNzs72PcvK8vJyNjU1lc3Pz3fPvjEyMpItLCycWuvx2qanpwee\\\n", + "0QYgr54+fdp9n+z0ltnZ2Z6zgR0/41Cj0cjm5+d73rsfPXrU85gPHjzICoVCVi6Xs3a7feK9eGtr\\\n", + "K9va2jp371hZWckmJiayqamp7hm2KpVKViwWe86M9H4dHaf1t7P0neNS6YMXfV37vR7vP+fHbpPj\\\n", + "v5/91jXnrflDNQ7aHv228/F1V+e6T2lzc7O7vTv/HzuX318DAu8UsuyMh6snVzpH+p+ZmYlGoxFL\\\n", + "S0vdMzgAAJ+f3gwAXIQAiL7K5XJ3l9F2ux2Li4vdsw8AAJ+f3gwAXIRjAHFC50BsHWNjYx88NSMA\\\n", + "cLn0ZgDgogRAnNBsNk+cSaBYLMarV6+GVBEA5JveDABclACIEwad6QIAGA69GQC4qC+GXQBXz40b\\\n", + "N7qnjuwYtPAsFP5fRPz3Z6gKgDz48ssv7dXSh94MwLDozekQAHFCqVTqu6i8detWn1v/d0Q8ucRq\\\n", + "/hIRv7/Ex79q8jTfPM01Il/zzdNcI8z30/rb355c2mNfZ3rzMOVpvnmaa0S+5punuUaY76elN6fD\\\n", + "V8A44fbt2z2Xm81mVCqVIVUDAOjNAMBF2QOIvqrVaqyvr0epVIoXL15EtVoddkkAkGt6MwBwEYUs\\\n", + "y7JhF8H1VSgU4nJ3M9+PiMlLfPyrJk/zzdNcI/I13zzNNcJ8P7UnYWlyMXrzp5an+eZprhH5mm+e\\\n", + "5hphvp+a3pwKXwHjisvTG3dEvuabp7lG5Gu+eZprhPmSP3n7HcjTfPM014h8zTdPc40wX+hPAAQA\\\n", + "AACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAE\\\n", + "AAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4A\\\n", + "BAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACRO\\\n", + "AAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAk\\\n", + "TgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAA\\\n", + "JE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBUE5UKpUT1zWbzVhfX496vR7r\\\n", + "6+vRbrfPNAYAXJzeDAB8ToUsy7JhF8Hlqdfrsbe3F48ePYqjo6OesXK5HDs7OxER0W634+HDh7G5\\\n", + "udl3bHFxMZ49e3bi8QuFQkQ8udQ5AJAnTyL1pYneDMD1kn5vzgt7ACVubm4ulpaWTlzfaDSiWCx2\\\n", + "L4+NjUW9Xh84VqvVLr9YAMgBvRkAGAYBUE41m80YHx/vua5YLMbu7u7AsVevXn3OEgEgV/RmAOAy\\\n", + "CYBy6uDgYODY4eHhZ6wEAIjQmwGAy/XFsAvg41Wr1djb2xs4XqlUYm5u7oOPcePGjWi1Wj3XHRwc\\\n", + "RKFQiGKx2HdssL8c+/lmREx+8LkhBU8u8fgal/nYcPXsR8SbYRdxYXozAOlIozdzkgDoGlpcXLzw\\\n", + "Y5RKpb4Lx1u3bsXR0dHAsf5+f+F6AMiryegNJ/46rEIuRG8GIB1p9GZO8hWwnLp9+3bP5Waz2T0d\\\n", + "7czMzMAxAOBy6M0AwGWyB1Didnd34/nz51EoFOLx48c9u6BXq9VYX1+PUqkUL168iGq12r3fh8YA\\\n", + "gPPTmwGAYShkWZYNuwiur0KhEOF4JeSQYwDBZXkSliYXozcD8GnpzanwFTAAAACAxAmAAAAAABIn\\\n", + "AAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMR9MewCAK6q\\\n", + "J/Hkyj3vsGoCAACuN3sAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4\\\n", + "ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQ\\\n", + "OAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAA\\\n", + "kDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOK+GHYBAFfVk3hyrrHLfF4AAIDz\\\n", + "sAcQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAA\\\n", + "kDgBEAAAAEDivhh2AVyu3d3d2NnZiVarFS9evIjV1dWYnJyMiIhmsxnb29sxMzMTjUYjlpaWYmxs\\\n", + "7NQxAOD89GYAYBgEQAlrt9uxs7MTi4uLERFRr9ejUqnE69evIyJiYWEhdnZ2IiKiXC7Hw4cPY3Nz\\\n", + "s+/Y4uJiPHv2bAizAIB06M0AwLD4CljC9vb2YnV1tXt5dnY2ms1mvH37NhqNRhSLxe7Y2NhY1Ov1\\\n", + "iIi+Y7Va7fMVDgCJ0psBgGERACVsZmamZ3G4s7MTExMTMTo6Gs1mM8bHx3tuXywWY3d3d+DYq1ev\\\n", + "PkvdAJAqvRkAGBZfAUvczZs3uz9vbGxEtVqNiIiDg4OB9zk8PPzIZ/nL8WeMiMmPvD9cP0/iybBL\\\n", + "gETsR8SbYRfxWenNAFxt+evNeSEAuoaq1Wrs7e0NHK9UKjE3N3fiPt9++218/fXXERFx48aNaLVa\\\n", + "Pbc5ODiIQqEQxWKx79hgv/+4CQBA12T0hhN/HVYhF6I3A5CONHozJwmArqHOgSPPql6vx9TUVNy5\\\n", + "c6d7XalU6rtwvHXrVhwdHQ0cAwBO0psBgKvOMYAS1zloZGeBubW1FRERt2/f7rlds9mMSqUSEe+O\\\n", + "TzBoDAC4GL0ZABiGQpZl2bCL4HI0m82Ynp7uuW5qaip+/fXXiIjY3d2NWq0WpVIpXrx4ET/++GOM\\\n", + "jo6eOnZcoVCIcCwUAD6ZJ5Hy0kRvBuD6Sbs354kAiAuxyATg07LIvCi9GYBPS29Oha+AAQAAACRO\\\n", + "AAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAk\\\n", + "TgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAA\\\n", + "JE4ABAAAAJA4ARAAAABA4gRAQzI9PR2//PJL9/LGxkZMT0/H7373uyFWBQD5pTcDACkTAA3Jb7/9\\\n", + "Fnfv3o1vvvkm3r59G0tLS/Hrr7/G5OTksEsDgFzSmwGAlAmAhqRSqcSf//zn2NnZicnJyfjP//zP\\\n", + "KBQKMTMzM+zSACCX9GYAIGUCoCFpNptx9+7d2Nvbi4cPH8a9e/fi3/7t36Ldbg+7NADIJb0ZAEiZ\\\n", + "AGhIGo1GfPPNN/Hq1atYXV2NnZ2d+J//+Z94/vz5sEsDgFzSmwGAlH0x7ALy6uDgIA4ODuLGjRsR\\\n", + "ETEzMxMvX76MjY2NIVcGAPmkNwMAKStkWZYNuwiur0KhEBFPhl0GAMl4EpYmF6M3A/Bp6c2p8BUw\\\n", + "AAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHEC\\\n", + "IAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBx\\\n", + "AiAAAACAxAmAAAAAABInAAIAAABI3BfDLoDL1Wg04vDwMFqtVjx//jxWVlZicnIyIiKazWZsb2/H\\\n", + "zMxMNBqNWFpairGxsVPHAIDz05sBgGEoZFmWDbsILk+xWIw3b97E6OhoVKvVePr0aezs7ERERLlc\\\n", + "7v7cbrfj4cOHsbm52XdscXExnj17duLxC4VCRDz5LHMBIA+eROpLE70ZgOsl/d6cF74ClrjOAjMi\\\n", + "YmJi4v8Whe8+fSwWi93bjY2NRb1eHzhWq9U+Y9UAkC69GQAYBgFQ4joLzIiIjY2NWF1djYh3u5GP\\\n", + "j4/33LZYLMbu7u7AsVevXl1+wQCQOL0ZABgGxwDKgf39/dja2or5+fm4c+dOREQcHBwMvP3h4eFH\\\n", + "PsNfjv18MyImP7ZEAHJrPyLeDLuIz05vBuDqymdvzgMB0DVUrVZjb29v4HilUom5ubnu5cnJyfju\\\n", + "u+9ie3s75ufn489//nMUi8VotVo99zs4OIhCoTBwbLDfn2seAPAumDgeTvx1WIVciN4MQDrS6M2c\\\n", + "JAC6hhYXF890u87ZQr777ruIiJibm4sHDx7EmzdvYmpqqu/C8datW3F0dDRwDAA4SW8GAK46AVDC\\\n", + "9vf347fffutebjabMTExETdv3oybN2/23LbZbEalUomIiJmZmYFjAMD56c0AwLA4DXzitre34+Dg\\\n", + "IIrFYjx//jwePXrU/bRwd3c3arValEqlePHiRfz444/dA1N+aOw4p5oF4NNK/1SzejMA10v6vTkv\\\n", + "BEBciEUmAJ+WReZF6c0AfFp6cyqcBh4AAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBx\\\n", + "AiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAg\\\n", + "cQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAA\\\n", + "IHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAA\\\n", + "ACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgA\\\n", + "AAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAI\\\n", + "AAAAIHECoBx58OBBz+Vmsxnr6+tRr9djfX092u32mcYAgE9DbwYAPpdClmXZsIvg8tVqtZifn4+j\\\n", + "o6PudeVyOXZ2diIiot1ux8OHD2Nzc7Pv2OLiYjx79uzE4xYKhYh4cun1A5AXTyIvSxO9GYDrIT+9\\\n", + "OXX2AMqBdrsdxWIxxsfHu9c1Go0oFovdy2NjY1Gv1weO1Wq1z1cwACRObwYAPjcBUA7UarWYmZnp\\\n", + "ua7ZbPYsOiMiisVi7O7uDhx79erVpdcKAHmgNwMAn5sAKHH1ej0qlcqJ6w8ODgbe5/Dw8DJLAoBc\\\n", + "05sBgGH4YtgF8PGq1Wrs7e0NHK9UKjE3Nxf7+/tRLBZjdHT0xG1u3LgRrVar57qDg4MoFApRLBb7\\\n", + "jg32l2M/34yIydMnAQAREbEfEW+GXcSF6c0ApCON3sxJAqBraHFx8Uy3azQacXBw0D1gZKvVij/+\\\n", + "8Y8xNzcXpVKp78Lx1q1bcXR0NHCsv9+fuXYA6DUZveHEX4dVyIXozQCkI43ezEkCoITdu3ev5/Ly\\\n", + "8nI8fPiw722bzWZ3d/R+xyTot6s6APBx9GYAYFgEQDnQbrfj6dOnUSgU4g9/+EPcu3cvJicno1qt\\\n", + "xvr6epRKpXjx4kVUq9XufT40BgBcjN4MAHxuhSzLsmEXwfVVKBQi4smwywAgGU/C0uRi9GYAPi29\\\n", + "ORXOAgYAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEA\\\n", + "AAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwAB\\\n", + "AAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMA\\\n", + "AQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkT\\\n", + "AAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJ\\\n", + "EwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAA\\\n", + "iRMAJW5lZSVGRkaiWCxGuVyO3d3d7liz2Yz19fWo1+uxvr4e7Xb7TGOf1/6QnndY8jTfPM01Il/z\\\n", + "zdNcI8yXj6U3Xzd5mm+e5hqRr/nmaa4R5gv9fTHsArhc09PTcXR01HdsYWEhdnZ2IiKiXC7Hw4cP\\\n", + "Y3Nzs+/Y4uJiPHv27PMU3eNNREwO4XmH5U3kZ75vIj9zjcjXfN9EfuYaYb58LL35unkT+Znvm8jP\\\n", + "XCPyNd83kZ+5Rpgv9GcPoJxqNBpRLBa7l8fGxqJerw8cq9Vqn71GAMgTvRkAuEwCoBzY3t6Oer0e\\\n", + "jx8/7u4u3mw2Y3x8vOd2xWIxdnd3B469evXqs9UMACnTmwGAz81XwBJXLpfj9u3bEfFuoTg3Nxc7\\\n", + "OztxcHAw8D6Hh4dnfvwvv/wy/va3Jxct8xR/veTHv2ryNN88zTUiX/PN01wjzPfT+fLLLy/tsa8K\\\n", + "vfk6ytN88zTXiHzNN09zjTDfTycPvTkvBEDXULVajb29vYHjlUol5ubmIiK6C8zOz41GI96+fRvF\\\n", + "YjFarVbP/Q4ODqJQKAwc68cnjwCgNwMAV58A6BpaXFw80+0ajUYsLS11DxjZMTo6GqVSqe/C8dat\\\n", + "W3F0dDRwDAA4SW8GAK46xwBK2NTUVPzwww/dy7VaLR48eBARETMzMz23bTabUalUTh0DAM5PbwYA\\\n", + "hqWQZVk27CK4PPV6PZrNZkRE7O3txY8//hijo6MREbG7uxu1Wi1KpVK8ePHizGMAefTgwYPu6bgj\\\n", + "3v0Bvr29HTMzM929OsbGxk4dA70Z4NPQm+HjCIAALkmKC43d3d3Y2dmJVqsVL168iNXV1ZicnIyI\\\n", + "tBddtVot5ufn4+joqHtduVzufo2n3W7Hw4cPu4vQ98cWFxfj2bNnn7/wj7S9vd1z+d69exGR9rYF\\\n", + "8iXF9yy9WW9ObdtyiTJg6O7fv99zeW9vL1tbW8tqtVq2traWtVqtM41xtczOznZ/brVa2YMHD4ZY\\\n", + "zcW1Wq1sY2Oje7lWq2VTU1Pdy+/P9/jv9XV+LVqtVvby5ctsYmKie93Lly+zSqXSc7vO+IfGrrLV\\\n", + "1dVse3s7y7J3cz6+zVLdtvAhenOaUnvP0pv15s5YKtuWy+Ug0Fw5eUu5a7XaiTkvLCx0P6Eol8s9\\\n", + "n168P3ZdPr3I26dTjUYjisVi9/LY2FjUarUhVnRxe3t7sbq62j3Y7ezsbDSbzXj79m28fv36xHzr\\\n", + "9XpEXP/Xolardd+HOprNZoyPj/dcVywWY3d3d+DYq1evruwBe1utVvz000/dgwyPjY1132f6bb9U\\\n", + "ti1npzdj4v/nAAAFzUlEQVTrzSls2xTfs/Tmv9Ob09i2XC4BEFfK2tpaTE9Px9dffx3tdjvm5ua6\\\n", + "b+4pLrza7XYUi8WehpTiG3q73Y6dnZ3u4qRer0elUonXr19HRJrb9jouNE4zMzPT8/u2s7MTExMT\\\n", + "MTo6mtyiq6Pzu/q+Qaffjog4PDy8zJIuxc7OTpRKpdje3o7x8fFoNBpx//79mJycTHbbcnZ6s96c\\\n", + "yrZN8T1Lb/47vfn6b1sun7OAcWV0Uu6vv/46IvKRctdqtb5ndjnPG/pV1vl0quP4p1OpbtsPLUKu\\\n", + "s5s3b3Z/3tjYiGq1GhHpLboiIvb396NYLPY9yO6NGzei1Wr1XHdwcBCFQiGKxWLfsaus2WxGo9GI\\\n", + "SqUSc3NzsbS01F1cp7htOTu9+R29OY1te9Xfi89Lb35Hb37num5bPg97AHFl5C3lzsunFxH5/HRq\\\n", + "0CIkFdVqNb799tvuH4WpLboi3v2Rc3Bw0P1jt9VqxR//+MeYm5uLUqnUdw63bt2Ko6OjgWNXValU\\\n", + "ilKp1F1Qj42NRbPZjDdv3gzcftd523J2evM7evP137YRenPE9X//1pv1Zi5GAMSVcTzlHh0djXK5\\\n", + "HLOzs/H69etrs/CqVquxt7c3cLyT4Ofp04uOPH06FREfXIRcd/V6PaampuLOnTvd61JbdEXEiWML\\\n", + "LC8vx8OHD/vettlsdv9o7LfnQL8/KK+SUql04rrOH3hTU1PJbVvOTm9+R2/+u6u0bT+W3vzOdX7/\\\n", + "1pv1Zi5GAMSlO+vCK4WUu/M9+tOk8unFWbft+/dJ/dOpiIjbt2/3XL4OC42z6Oz635nf1tZW3L9/\\\n", + "/4PzvY6LruPa7XY8ffo0CoVC/OEPf4h79+7F5ORkVKvVWF9fj1KpFC9evOj+4RQRHxy7ikqlUoyP\\\n", + "j0e73Y6xsbFotVoxNTUVN2/e7PkDMSKtbZtnevNJerPefF3pzXpzStuWSzbs05BBx97eXs9pK7Ps\\\n", + "3ekZ9/f3s0aj0XM6w85Ylr07reOgseuiUCj0XD4+n729vWxhYeFMY1ddrVbL6vV6z3Upb9tGo5Gt\\\n", + "ra1lW1tb2crKStZut4dd0oXs7e1lhUKh59/09HR3/EPzTe21SFGz2cxWVla622h/f787Ztvml978\\\n", + "d3pzGts2tfcsvTltejOfmgCIK2V2djZrtVpZlmXZ4eFhVi6Xe8Y6Ull4tVqtbHV1NRsZGcnW19ez\\\n", + "ZrOZZVmab+gvX77MGo1G9/Lm5mb35xS3LUAq9Ga9OZVtC5B3hSzLsmHvhQQd+/v78fTp0/jqq6/i\\\n", + "xYsX8ejRo+4ujru7u1Gr1bq7bf7444/dXdI/NMbwNZvNmJ6e7rluamoqfv3114iwbQGuMr05TXoz\\\n", + "QP4IgAAAAAASNzLsAgAAAAC4XAIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmA\\\n", + "AAAAABInAAIAAABInAAI4BKsrKzEyMhITE9Pxy+//BK7u7sxNTUVxWIxXr16NezyACB39GYg7wpZ\\\n", + "lmXDLgIgRQsLC9Fut+O//uu/IiLi0aNH8ejRo7h169aQKwOAfNKbgTyzBxDAJVleXo7nz5/Hmzdv\\\n", + "IiKi2WxaYALAEOnNQJ797smTJ0+GXQRAikqlUvzHf/xH/O///m8UCoX453/+55iZmRl2WQCQW3oz\\\n", + "kGcCIIBL9I//+I/x008/xeHhYfzwww/xD//wD8MuCQByTW8G8spXwAAuUedYA4VCIUZHR4ddDgDk\\\n", + "nt4M5NUXwy4AIGVjY2OxtLQUCwsLwy4FAAi9GcgvewABfAZ37twZdgkAwDF6M5A39gACuASzs7Px\\\n", + "7bffxvj4eMzPzw+7HADIPb0ZyDt7AAFcgq+++iqePn0a7XY7vv7662GXAwC5pzcDeVfIsiwbdhEA\\\n", + "AAAAXB57AAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIE\\\n", + "QAAAAACJEwABAAAAJO7/A0RW56B7fTbFAAAAAElFTkSuQmCC\\\n", + "\"\n", + " frames[2] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABIAAAAFoCAYAAAAvh4ASAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\\\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3cFvG3eaJ/yHGgPzzsWS6DkMMAdLlAbI9sBpW1IaOc24\\\n", + "Y0t9yiW2lVw6eA+W5H8gkTvAC7ixwExs9fV9EVt9eN8E2N2xJcwhp8RUOj2YQ2MsU+42pjd4Y1H2\\\n", + "cYGJTAbYwZ5ce/CIMS2RkiVRJf34+QACRP5YxadYFJ/St4pVhSzLsgAAAAAgWT15FwAAAABAZwmA\\\n", + "AAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJ\\\n", + "gAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDE\\\n", + "CYAAAAAAEicAAo60GzduRE9PT/T09MTw8HDj92Kx2Pi9p6cnvv/++7xL7ai5ubnG8l+9enVH08zM\\\n", + "zDRepwcPHnS4QoCj59atW029ZXh4OMbGxpru6+l5tc3ppaWlTfdVKpXo7+8/0M/irep4FbvpO510\\\n", + "WPrgTl7XVut7r+tktw7Le3K3bty4EWNjYzExMRFjY2OxuLiYd0lwaAmAgCPtu+++i0KhEJVKJR49\\\n", + "ehTT09MREfHVV1/Fs2fPGrfX19fzLLPjPvjgg3j06FFERBQKhR1Nc/Pmzbhz504nywI40qanp+PR\\\n", + "o0fR29sbhUIhHj16FMvLy/Ho0aN49uxZfPjhhxERr7ST4fr161Gv15vu6+vriz//8z/f19p3U8er\\\n", + "2E3f6aTD0gd38rq2Wt97XSe7dVjek7sxOzsby8vLsby8HF9++WXMzMzEpUuXYmVlJe/S4FASAAFH\\\n", + "Wq1Wiw8//DBOnz4dERFZljWNf/LJJ9HX1xe1Wi2P8g69l18vADYrFotb3v/xxx9HX1/fK+1kKJfL\\\n", + "mwKKUqkU3377baOXHYSt6uhG+90Hd/K6tlrfea2Tw/Ke3I2FhYWmI5guXboUERG3b9/OqyQ41ARA\\\n", + "wJH29OnTePfdd9s+5vz58wdUDQDdYHZ2tvE1k8nJyR3vZJiZmYmI/MP3w1JHavbyuua1To76e+HG\\\n", + "jRuNo70jfjji+8SJE3mVBIeaAAg40sbHx7fdOzUzMxO9vb0xOzvbOF/D2tpa3LhxI4aGhmJubi6u\\\n", + "Xr266XxBo6OjLc/vMDs72/i++ZUrV1o+9+zsbPT390dPT08sLi425jkxMRH1er1xfolisRhzc3Nb\\\n", + "Tr/xnfatzmkwOzsbxWIx/uqv/irK5XLLGnZSKwDbW11djfn5+cYRE5988klTHyqXy43P3MnJyRgb\\\n", + "G4uVlZW4evVq40iFS5cuxcTERCwtLcWVK1ca56H56quvImJvvaNWqzXmv3HOohfPidKqjg3b9Yyd\\\n", + "9J2XH59CH9zr67rhxfMOvbi+d7NO2m3X7KXmF9+TLy9Dq/Vx48aNxnpeWlqK8fHx6OnpibGxsVhb\\\n", + "W9vVa74TFy5ciL//+79v3L5+/XoMDQ01hULACzKAhExPT2eFQiFbWVnZcnxhYSErFArZ7OxsVq1W\\\n", + "s6GhoWx4eDjLsiy7detWVigUsnq93nj8jRs3skKhsOk5xsbGGrcvXbqUjY+Pt6xp4zmHh4eztbW1\\\n", + "rFKpZIVCIevv788mJyezer3eeJ5yudyY7uLFi9nExETj9ujoaDYzM7NpWdfW1rIsy7Lz589nhUIh\\\n", + "u3r16o5rvXv3btvXC4AsK5VKWaFQyIaGhrJCoZAVCoVscXFxy8cODQ01+ki1Wm36jN2qz2RZlpXL\\\n", + "5axQKGRLS0uN+3bbO86fP9/0OT87O7upj7WqY7uesZO+s5UU+uBeXteXbbW+d7tO2m3X7KXmrWrc\\\n", + "bn1s1NLf358tLS1ltVotGx0dzfr7+9u+HlmWZU+fPm37087q6mrjeYrFYlatVrd9PuhWjgACukr2\\\n", + "H4c4r62txeDgYNy5c6dxAshsi8OfX76vWq3G/Px845DpiOeH/5fL5ZZ7uHp7eyPi+V6zgYGBOHPm\\\n", + "TFy4cCHq9XrMz8/H8ePH44MPPoiIaOy9rFarsbi42PQ87777bty6dSu+//77qNVqjToGBgYi4vne\\\n", + "t53W+vjx421fKwB+sHES6NXV1ejr62v5uGq1Gnfv3o2IiMHBwbh+/Xrj8Vv1mYiI/v7+Tfftpnds\\\n", + "zOvF87mMjY1FRDR97m9Vx3Y9Yyd9p5UU+uBuX9dW83rZbtbJi9NttV2zl5pfrnG79fHivD766KN4\\\n", + "6623ore3N2ZmZqJWq7V9vSuVShSLxZY/b7zxRstpI56fr2h5eTnW19fj6tWrMTQ05CTQ0MKxvAsA\\\n", + "yMP4+HhERJw5c+aVpqtUKhHx/JD/jRMMrq+vx9DQUGPjq5WNDa8NfX19cfz48bbPUyqVGvdt1Fou\\\n", + "lxsbu0NDQ43xl5+7Xa3VarUxDwB2bnBwMCYnJxu3q9VqrKysxIULFyLi+XnnNk5EOzIyEu++++6e\\\n", + "Pm9fpXdEPD/5bb1ej4WFhSiXy7G8vBwRse15irbrGRshVru+s5/Lctj64G5f1714lfq32q7Zz5q3\\\n", + "Wx/vvPNO4/6RkZHG71uFXS8bGRlp+3XCVidhj3j+93fixIlGyPjBBx/E7OxszM7Oxpdffrntc0O3\\\n", + "EQABXenljdBWvvvuu6bbGycXvHHjRrz11lt7qqHdBs12V5TZGH9xL/TLe6T3s1YAfjAzM9P4zF1Y\\\n", + "WGg6yuLOnTtRLpfj7t27cfv27ZidnY2+vr6YmpraNJ9KpdL0z/JOtOsdG/VcvXq18XP//v1GINVK\\\n", + "pVLZtmds/IPeru+8qqPUB3f7ur7q+n1x2lepf6vtmv2s+VWudPdiSLRTu3mdqtVqDA8Px/nz55vC\\\n", + "nt7e3o6edwiOMl8BA7rSVhutW22IViqVpg37jcOQ79+/3/S4hYWFfd3Y2Lhy2erqauO+arXaGNvY\\\n", + "0Hv06NGm8Q0bj+l0rQDd5syZM42jTf7hH/6hcZRDpVKJixcvxoULF+KTTz6J9fX1mJ6ebnwl7OU+\\\n", + "s98nqq1WqzE5ORlXr16Ny5cvx8DAwKYdGa3q2K6/bYy36zv76TD1wb28rju1m3Xyope3a/a75u3W\\\n", + "x17s9itgG88/MTHRdH+9Xt9VCAXdQAAEJGVjD9VWGzkv2uo77xsbCxsb6pVKJe7fvx9ZljU2tM6c\\\n", + "ORPnz5+P2dnZxvfLK5VKfPzxxy0Phd841Prl59yqxo3HlEqluHjxYty8ebMxdvPmzZiZmYnjx49H\\\n", + "X19fXLx4MRYWFqJer0fE8ytfREQ8ffo0Ip7vTdtprdu9XgDdrNXRDx9++GGsrKw0/RO9tLTUdKWl\\\n", + "UqkUP/nJTyLih3/S7969G+VyufH1pY35v9gndtM7NqbZ+KpPtVptnBfnxX/ct6pju/7W29u7bd9p\\\n", + "5aj3wb28rlvZan3vZp1s9brtV80v17jd+njRVu+Hdu+Rja+AtfrZOKfRy86fPx+lUqnx9cuI50dL\\\n", + "FQqFmJ2dbfl80NUO8ozTAJ1y586dxtVZenp6sv7+/qarZmTZ8ytdDA0NZT09Pdno6Gh269atTfO5\\\n", + "ceNGNjQ0lI2Pj2ezs7ONq5IUi8WmK77MzMxk/f39WX9/fzYxMdHyih8bdfX09GRjY2NZuVzOZmZm\\\n", + "GnVOTExklUolO3/+fNbT05MVi8Wmq5fMzs5m4+Pj2ejo6JZXWZmZmcmGhoayiYmJxtU3enp6ssnJ\\\n", + "yW1rfbG24eHhlle0AehWN2/ebHxObvSW0dHRpquB9fT0NK6UVKlUsomJiabP7itXrjTN89KlS1mh\\\n", + "UMjGxsayer2+6bN4YWEhW1hY2HXvmJ2dzfr7+7OhoaHGFbbGx8ezYrHYdEWnl+vYsF1/20nfeVEq\\\n", + "fXCvr+tWr8fLz/mq6+TF9+dW2zW7rbldja3Wx1br+cXtro379lu1Wm1cGW10dDQbGxtrWjagWSHL\\\n", + "dni6errKxpn+R0ZGolKpxPT0dOPkagDAwdObAYC9EACxpbGxscYho/V6PaamphpXHwAADp7eDADs\\\n", + "hXMAscnGidg29Pb2tr00IwDQWXozALBXAiA2qVarm64kUCwW48GDBzlVBADdTW8GAPZKAMQmra50\\\n", + "AQDkQ28GAPbqWN4FcPicOHGicenIDa02PAuFv4iI/3EAVQHQDX784x87qmULr9Kb/6JQ0JkB2Dd6\\\n", + "czoEQGxSKpW23Kg8ffr0Fo/+HxFxrYPV/CYiftrB+R823bS83bSsEd21vN20rBGWd3/9/vfXOjbv\\\n", + "o+xVerPOvL+6aXlfXta/zaGGsz/b5gGj+/dc1/4p4trf7MOM7rce+vqLfZj/Lvz2pdvd9D6OsLz7\\\n", + "7drvf9/BuXOQfAWMTc6cOdN0u1qtxvj4eE7VAAB6MwCwV44AYkvz8/MxNzcXpVIp7t27F/Pz83mX\\\n", + "BABdTW8GAPZCAMSWzpw509jbeOHChRwrGcjxufMwkHcBB2gg7wIO2EDeBRyggbwLOGADeRdwwAby\\\n", + "LqBrHZbePJDbM+djIO8CDtBA3gUcsLMn867g4AzkXcABG8i7gAM2kHcBHBm+AsYhN5h3AQesm5a3\\\n", + "m5Y1oruWt5uWNcLy0m267R3QTcvbTcsa0V0BULetW8sLWxMAAQAAACROAAQAAACQOAEQAAAAQOIE\\\n", + "QAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIk7lncBAABAZ/xth+Z79md7mHi0zdib\\\n", + "7Sf95u2TLccexuu7q2cHTsUfWo699vmTlmNn2y1rRMT9XRYUEV9/0XpsL+v9t3uYFjjcHAEEAAAA\\\n", + "kDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAA\\\n", + "AJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkLhjeRcAAMD++tu8CyAJZ3/WZnC0zdib7ef7\\\n", + "zdsnW449jNfbTvswTrUc+zR+3v6J9+D9+Kzl2Km3H7YZ+0Pb+b72+ZPWg79rX9PZNmNff9F+2nZ8\\\n", + "fkC6HAEEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwAB\\\n", + "AAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkLhjeRcAAAB0xtmf7WHi0TZj\\\n", + "b7Ye+ubtk21n+zBebzN2qu20n8bPW449+eNrbafdi09/1Pp534/Pdj/jt1sPvRZPdj3bs7ueMuLr\\\n", + "L/YwMXCoOQIIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAAS\\\n", + "JwACAAAASJwAqEuMj49vuq9arcbc3FwsLS3F3Nxc1Ov1HY0BAHunNwMAB+lY3gXQWUtLS7G6uhpL\\\n", + "S0ubxiYnJ2N5eTkiIsbGxuLy5ctx586dLcempqbi9u3bB1c4ACRKbwYA8uAIoMSdO3cupqenN91f\\\n", + "qVSiWCw2bvf29jY2RLcaK5fLnS8WALqA3gwA5EEA1KWq1Wr09fU13VcsFmNlZaXl2IMHDw6yRADo\\\n", + "KnozANBJAqAutb6+3nLs6dOnB1gJABChNwMAneUcQEfQ/Px8rK6uthwfHx+Pc+fOtZ3HiRMnolar\\\n", + "Nd23vr4ehUIhisXilmOt/eaF3wciYrDtc0MKrsW1IzlvOHzWIuJx3kXs2WHrzf/vC7+f/o8fjq6z\\\n", + "P+vQjEc7NF/yt926vd96aC/vt6+/2P20HB4P/uOH9AiAjqCpqak9z6NUKm254Xj69Ol49uxZy7Gt\\\n", + "/XTP9QDQrQajecfBb/MqZE8OW2/+P/dcDQDd6uUdB/9fXoWw73wFrEudOXOm6Xa1Wm1cjnZkZKTl\\\n", + "GADQGXozANBJjgBK3MrKSty9ezcKhUJcvXq16RD0+fn5mJubi1KpFPfu3Yv5+fnGdO3GAIDd05sB\\\n", + "gDwUsizL8i6Co6tQKEQ4XwldyDmAoFOuhU2TvSkUCk1n5+PoO5TnAHqz9dA3b59sO+nDeL3N2Km2\\\n", + "034aP2859uSPr7Wddi9O/uiblmPvx2ctx07Fw7bzPRV/aDn22udP2hf1u/bDbbU5B9BeOAdQmn4a\\\n", + "oTcnwlfAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIg\\\n", + "AAAAgMQJgAAAAAASV8iyLMu7CI6uQqEQEdfyLgM64tohfG8fxppgf10LmyZ7UygU4jd5F9GFzv4s\\\n", + "7wpaGN3DtG+2Hvrm7ZMtxx7G621n+zBOtRz7NH7edtonf3yt7XgeTv7om5Zj78dnbac9FQ/bjP2h\\\n", + "7bSvff6k9eDv2k7a3v09TNshX3+RdwXd7acRenMiHAEEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAA\\\n", + "ACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEA\\\n", + "AAAkTgAEAAAAkLhjeRcAAMD+OvuzvCvgwIzuYdo32w9/8/bJPcycTmu3fl6LJ+0n/l2bse3eU/e3\\\n", + "Ge8An2k5+yLvAtgvjgACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHEC\\\n", + "IAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASNyxvAsAOKyu\\\n", + "xbVdjXXyeQFI0GgH5/1mZ2b7MF7vzIy3cfJH37Qce/LH13J53k7Z7jU+FX/Y/czbvS9+t820u32/\\\n", + "3t/ldMC+cQQQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAk\\\n", + "TgAEAAAAkDgBEAAAAEDijuVdAJ21srISy8vLUavV4t69e3H9+vUYHByMiIhqtRqLi4sxMjISlUol\\\n", + "pqeno7e3d9sxAGD39GYAIA8CoITV6/VYXl6OqampiIhYWlqK8fHxePToUURETE5OxvLyckREjI2N\\\n", + "xeXLl+POnTtbjk1NTcXt27dzWAoASIfeDADkxVfAEra6uhrXr19v3B4dHY1qtRrff/99VCqVKBaL\\\n", + "jbHe3t5YWlqKiNhyrFwuH1zhAJAovRkAyIsAKGEjIyNNG4fLy8vR398fx48fj2q1Gn19fU2PLxaL\\\n", + "sbKy0nLswYMHB1I3AKRKbwYA8uIrYIkbGBho/H7r1q2Yn5+PiIj19fWW0zx9+vQVn+U3Lz5jRAy+\\\n", + "4vRw9FyLa3mXAIlYi4jHeRdxoA6iN1/7nz/8fvbk8x8S9ebuJ/3m7bTeGCd/9E3eJRwa263b1z5/\\\n", + "0npwu/fU7169noiIGN3ldBy4r588/yE9AqAjaH5+PlZXV1uOj4+Px7lz5zZN895778U777wTEREn\\\n", + "TpyIWq3W9Jj19fUoFApRLBa3HGvtp6+2AADQMBjNOw5+m1che3LYevO1v3nVJQCA517ecfDLf86v\\\n", + "FvaXAOgI2jhx5E4tLS3F0NBQvPXWW437SqXSlhuOp0+fjmfPnrUcAwA205sBgMPOOYASt3HSyI0N\\\n", + "zIWFhYiIOHPmTNPjqtVqjI+PR8Tz8xO0GgMA9kZvBgDy4AighFWr1RgbG2u6b2hoKC5evBgRzw89\\\n", + "n5ubi1KpFPfu3Wucg2C7MQBgd/RmACAvhSzLsryL4OgqFAoRToYLwL65FjZN9qZQKET2Ud5VcGBy\\\n", + "Ogn0w3h9D9Oeajn2afx81/M9jN6Pz9qOn4qHu573qfjDrqdtexLo7ez2JNAcWYW/C705Eb4CBgAA\\\n", + "AJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACTuWN4F\\\n", + "AABAV3sz7wIOj/fjs7bjn8bPD6iSnduu5uTs9v36u32tAtgFRwABAAAAJE4ABAAAAJA4ARAAAABA\\\n", + "4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAFQToaH\\\n", + "h+Orr75q3L5161YMDw/Hn/zJn+RYFQB0L70ZAEiZACgn3333XZw/fz7efffd+P7772N6ejq+/fbb\\\n", + "GBwczLs0AOhKejMAkDIBUE7Gx8fjyy+/jOXl5RgcHIx//Md/jEKhECMjI3mXBgBdSW8GAFJ2LO8C\\\n", + "ulW1Wo3z58/H6upqzM7OxoULF2J8fDzvsgCgayXVm9/MuwAOi2/ePpl3Cfvq/fgs7xKS0O598drn\\\n", + "TzrzpD6XIHeOAMpJpVKJd999Nx48eBDXr1+P5eXl+Ld/+7e4e/du3qUBQFfSmwGAlDkCKCfr6+ux\\\n", + "vr4eJ06ciIiIkZGRuH//fty6dSvnygCgO+nNAEDKBEA56evri76+vk33T09P51ANAKA3AwAp8xUw\\\n", + "AAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHEC\\\n", + "IAAAAIDECYAAAAAAEncs7wIAAIDd+ebtk3mX8MpOxcOWYw/j1AFW0nntlvWw2u499drnTw6oEmC/\\\n", + "OQIIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAA\\\n", + "SNyxvAugsyqVSjx9+jRqtVrcvXs3ZmdnY3BwMCIiqtVqLC4uxsjISFQqlZieno7e3t5txwCA3dOb\\\n", + "AYA8CIASd/78+Xj8+HEcP3481tfX49KlS7G8vBwREZOTk43fx8bG4vLly3Hnzp0tx6ampuL27dv5\\\n", + "LAQAJERvBgDy4CtgidvYwIyI6O/vj0KhEBHP9z4Wi8XG43p7e2NpaanlWLlcPsCqASBdejMAkAcB\\\n", + "UOI2NjAjIm7duhXXr1+PiOeHkff19TU9tlgsxsrKSsuxBw8edL5gAEic3gwA5MFXwLrA2tpaLCws\\\n", + "xMTERLz11lsREbG+vt7y8U+fPn3FZ/jNC78PRMTgq5YIQNdai4jHeRdx4Drdm6/9lx9+P3vq+Q8A\\\n", + "7MTXD5//kB4B0BE0Pz8fq6urLcfHx8fj3LlzjduDg4PxwQcfxOLiYkxMTMSXX34ZxWIxarVa03Tr\\\n", + "6+tRKBRajrX2010tBwA832nw4o6D3+ZVyJ4ctt783n892XT7m1dZGMjRqWj/X+fDOHxp5nY1p+ab\\\n", + "t09u/yCOtL94O+K9F27/8r89ya0W9pcA6Aiampra0eM2rhbywQcfRETEuXPn4tKlS/H48eMYGhra\\\n", + "csPx9OnT8ezZs5ZjAMBmejMAcNgJgBK2trYW3333XeN2tVqN/v7+GBgYiIGBgabHVqvVGB8fj4iI\\\n", + "kZGRlmMAwO7pzQBAXgpZlmV5F0HnLC4uxvr6ehSLxbh7925cuXKlsbdwZWUlyuVylEqluHfvXnz0\\\n", + "0UeNE1O2G3vR8yuXXDvAJQIgbdci9U2Tg+jN/z3zFQ0662G8ntPz+grYD8/7h1yel+7znwpPku/N\\\n", + "3UIAxJ4IgADYX+kHQJ0mAOIgCIB+IAAidQKgdLgMPAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQ\\\n", + "OAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4o7lXQAAAHD4PIzX8y5hk1PxMO8S\\\n", + "Do126+dU/OEAKwGOCkcAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4\\\n", + "ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACTuWN4FAACw\\\n", + "vx7G63mX0HVOxR/yLuGVeZ+ka7t1e9Ter96reXuSdwHsE0cAAQAAACROAAQAAACQOAEQAAAAQOIE\\\n", + "QAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDi\\\n", + "BEAAAAAAiRMAAQAAACTuWN4FAACwvx7GqbxLyNWpeHjgz/kwXj/w54Td8n7dmW7/LP3B53kXwD5x\\\n", + "BBAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROANRFLl26\\\n", + "1HS7Wq3G3NxcLC0txdzcXNTr9R2NAQD7Q28GAA7KsbwL4GCUy+VYXFxsum9ycjKWl5cjImJsbCwu\\\n", + "X74cd+7c2XJsamoqbt++fbBFA0DC9GYA4CA5AqgL1Ov1KBaL0dfX17ivUqlEsVhs3O7t7Y2lpaWW\\\n", + "Y+Vy+eAKBoDE6c0AwEETAHWBcrkcIyMjTfdVq9Wmjc6IiGKxGCsrKy3HHjx40PFaAaAb6M0AwEET\\\n", + "ACVuaWkpxsfHN92/vr7ecpqnT592siQA6Gp6MwCQB+cAOoLm5+djdXW15fj4+HicO3cu1tbWolgs\\\n", + "xvHjxzc95sSJE1Gr1ZruW19fj0KhEMViccux1n7zwu8DETG4/UIAQERErEXE47yL2LPD1pt/e+2f\\\n", + "Gr+fPHsyBs6e3OmiANDlHn/9JJ58/STvMugAAdARNDU1taPHVSqVWF9fb5wwslarxa9//es4d+5c\\\n", + "lEqlLTccT58+Hc+ePWs5trWf7rh2AGg2GM07Dn6bVyF7cth6899e+5tXqB4AfjDw0o6Df/rlP+dY\\\n", + "DftJAJSwCxcuNN2emZmJy5cvb/nYarXaOBx9q3MSbHWoOgDwavRmACAvAqAuUK/X4+bNm1EoFOJX\\\n", + "v/pVXLhwIQYHB2N+fj7m5uaiVCrFvXv3Yn5+vjFNuzEAYG/0ZgDgoBWyLMvyLoKjq1AoRMS1vMsA\\\n", + "IBnXwqbJ3hQKhfi/so/yLiNXp+Jh3iUACXgYp/Iu4VD4z4W/05sT4QggAIDEfBo/z7uEXXs/Ptvz\\\n", + "PI7aP20CK7rBUfu73A9H+bO42d/lXQD7xGXgAQAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAA\\\n", + "AAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmA\\\n", + "AAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJ\\\n", + "gAAAAAA4WAv6AAALKklEQVQSJwACAAAASFwhy7Is7yI4ugqFQkRcy7sMAJJxLWya7E2hUIj41+5+\\\n", + "DU/+6Ju8S9jk/fgs7xJe2al4mHcJ7NLDOJV3Ca/s0/h53iVs8uSPr+VdwuHw1wW9ORGOAAIAAABI\\\n", + "nAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAA\\\n", + "SJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAA\\\n", + "AEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAEjc7Oxs9PT1R\\\n", + "LBZjbGwsVlZWGmPVajXm5uZiaWkp5ubmol6v72jsYK3l9Lx56abl7aZljeiu5e2mZY2wvLyqI9+b\\\n", + "/+XrfJ43J//r63/Ju4QD8/jrJ3mXcKD+9et/y7uEA9Nt67ab/m4jous+l9m9Y3kXQGcNDw/Hs2fP\\\n", + "thybnJyM5eXliIgYGxuLy5cvx507d7Ycm5qaitu3bx9M0U0eR8RgDs+bl8fRPcv7OLpnWSO6a3kf\\\n", + "R/csa4Tl5VUd+d587+uIn5w9+OfNyf/6+l/i/zj7k7zLOBBPvn4SA2dP5l3GgfnXr7+Lvz7753mX\\\n", + "cSC6bd12099tRHTd5zK75wigLlWpVKJYLDZu9/b2xtLSUsuxcrl84DUCQDfRmwGAThIAdYHFxcVY\\\n", + "WlqKq1evNg4Xr1ar0dfX1/S4YrEYKysrLccePHhwYDUDQMr0ZgDgoPkKWOLGxsbizJkzEfF8Q/Hc\\\n", + "uXOxvLwc6+vrLad5+vTpjuf/4x//OH7/+2t7LXMbv+3w/A+bblreblrWiO5a3m5a1gjLu39+/OMf\\\n", + "d2zeh8WB9Oa/Luy5zrb+n192dv57tN9nO6n/8v/e8zz+8z7UcRD+6Zf/nHcJB2rhl/9/3iV0yOeb\\\n", + "7jn86/bv9nVu+/F3e6R08HO5G3pztxAAHUHz8/Oxurracnx8fDzOnTsXEdHYwNz4vVKpxPfffx/F\\\n", + "YjFqtVrTdOvr61EoFFqObcWeRwDQmwGAw08AdARNTU3t6HGVSiWmp6cbJ4zccPz48SiVSltuOJ4+\\\n", + "fTqePXvWcgwA2ExvBgAOO+cAStjQ0FD84he/aNwul8tx6dKliIgYGRlpemy1Wo3x8fFtxwCA3dOb\\\n", + "AYC8FLIsy/Iugs5ZWlqKarUaERGrq6vx0UcfxfHjxyMiYmVlJcrlcpRKpbh3796OxwC60aVLlxqX\\\n", + "4454/g/44uJijIyMNI7q6O3t3XYM9GaA/aE3w6sRAAF0SIobGisrK7G8vBy1Wi3u3bsX169fj8HB\\\n", + "wYhIe6OrXC7HxMREPHv2rHHf2NhY42s89Xo9Ll++3NgIfXlsamoqbt++ffCFv6LFxcWm2xcuXIiI\\\n", + "tNct0F1S/MzSm/Xm1NYtHZQBubt48WLT7dXV1ezGjRtZuVzObty4kdVqtR2NcbiMjo42fq/Vatml\\\n", + "S5dyrGbvarVaduvWrcbtcrmcDQ0NNW6/vLwvvq+P8mtRq9Wy+/fvZ/39/Y377t+/n42Pjzc9bmO8\\\n", + "3dhhdv369WxxcTHLsufL/OI6S3XdQjt6c5pS+8zSm/XmjbFU1i2d5STQHDrdlnKXy+VNyzw5OdnY\\\n", + "QzE2Nta09+LlsaOy96Lb9k5VKpUoFouN2729vVEul3OsaO9WV1fj+vXrjZPdjo6ORrVaje+//z4e\\\n", + "PXq0aXmXlpYi4ui/FuVyufE5tKFarUZfX1/TfcViMVZWVlqOPXjw4NCesLdWq8XHH3/cOMlwb29v\\\n", + "43Nmq/WXyrpl5/RmvTmFdZviZ5be/AO9OY11S2cJgDhUbty4EcPDw/HOO+9EvV6Pc+fONT7cU9zw\\\n", + "qtfrUSwWmxpSih/o9Xo9lpeXGxsnS0tLMT4+Ho8ePYqINNftUdzQ2M7IyEjT+215eTn6+/vj+PHj\\\n", + "yW10bdh4r76s1eW3IyKePn3ayZI6Ynl5OUqlUiwuLkZfX19UKpW4ePFiDA4OJrtu2Tm9WW9OZd2m\\\n", + "+JmlN/9Abz7665bOcxUwDo2NlPudd96JiO5Iucvl8pZXdtnNB/phtrF3asOLe6dSXbftNkKOsoGB\\\n", + "gcbvt27divn5+YhIb6MrImJtbS2KxeKWJ9k9ceJE1Gq1pvvW19ejUChEsVjccuwwq1arUalUYnx8\\\n", + "PM6dOxfT09ONjesU1y07pzc/pzensW4P+2fxbunNz+nNzx3VdcvBcAQQh0a3pdzdsvciojv3TrXa\\\n", + "CEnF/Px8vPfee41/ClPb6Ip4/k/O+vp645/dWq0Wv/71r+PcuXNRKpW2XIbTp0/Hs2fPWo4dVqVS\\\n", + "KUqlUmODure3N6rVajx+/Ljl+jvK65ad05uf05uP/rqN0Jsjjv7nt96sN7M3AiAOjRdT7uPHj8fY\\\n", + "2FiMjo7Go0ePjsyG1/z8fKyurrYc30jwu2nvxYZu2jsVEW03Qo66paWlGBoairfeeqtxX2obXRGx\\\n", + "6dwCMzMzcfny5S0fW61WG/80bnXkwFb/UB4mpVJp030b/+ANDQ0lt27ZOb35Ob35B4dp3b4qvfm5\\\n", + "o/z5rTfrzeyNAIiO2+mGVwop98b36LeTyt6Lna7bl6dJfe9URMSZM2eabh+FDY2d2Dj0f2P5FhYW\\\n", + "4uLFi22X9yhudL2oXq/HzZs3o1AoxK9+9au4cOFCDA4Oxvz8fMzNzUWpVIp79+41/nGKiLZjh1Gp\\\n", + "VIq+vr6o1+vR29sbtVothoaGYmBgoOkfxIi01m0305s305v15qNKb9abU1q3dFjelyGDDaurq02X\\\n", + "rcyy55dnXFtbyyqVStPlDDfGsuz5ZR1bjR0VhUKh6faLy7O6uppNTk7uaOywK5fL2dLSUtN9Ka/b\\\n", + "SqWS3bhxI1tYWMhmZ2ezer2ed0l7srq6mhUKhaaf4eHhxni75U3ttUhRtVrNZmdnG+tobW2tMWbd\\\n", + "di+9+Qd6cxrrNrXPLL05bXoz+00AxKEyOjqa1Wq1LMuy7OnTp9nY2FjT2IZUNrxqtVp2/fr1rKen\\\n", + "J5ubm8uq1WqWZWl+oN+/fz+rVCqN23fu3Gn8nuK6BUiF3qw3p7JuAbpdIcuyLO+jkGDD2tpa3Lx5\\\n", + "M9544424d+9eXLlypXGI48rKSpTL5cZhmx999FHjkPR2Y+SvWq3G8PBw031DQ0Px7bffRoR1C3CY\\\n", + "6c1p0psBuo8ACAAAACBxPXkXAAAAAEBnCYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAA\\\n", + "AAASJwACAAAASJwACAAAACBxAiCADpidnY2enp4YHh6Or776KlZWVmJoaCiKxWI8ePAg7/IAoOvo\\\n", + "zUC3K2RZluVdBECKJicno16vxxdffBEREVeuXIkrV67E6dOnc64MALqT3gx0M0cAAXTIzMxM3L17\\\n", + "Nx4/fhwREdVq1QYmAORIbwa62Z9cu3btWt5FAKSoVCrFZ599Fv/+7/8ehUIh/vIv/zJGRkbyLgsA\\\n", + "upbeDHQzARBAB/3Zn/1ZfPzxx/H06dP4xS9+EX/6p3+ad0kA0NX0ZqBb+QoYQAdtnGugUCjE8ePH\\\n", + "8y4HALqe3gx0q2N5FwCQst7e3pieno7Jycm8SwEAQm8GupcjgAAOwFtvvZV3CQDAC/RmoNs4Agig\\\n", + "A0ZHR+O9996Lvr6+mJiYyLscAOh6ejPQ7RwBBNABb7zxRty8eTPq9Xq88847eZcDAF1Pbwa6XSHL\\\n", + "sizvIgAAAADoHEcAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAA\\\n", + "AABA4gRAAAAAAIkTAAEAAAAk7n8D7GF7+QE9CycAAAAASUVORK5CYII=\\\n", + "\"\n", + " frames[3] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABIAAAAFoCAYAAAAvh4ASAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\\\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3c9vG3eaL+qXGgNzZ2NJzCwGmIX1wwPk9MBpW1IaWc24\\\n", + "bUu9yia2lWw6OAtL8j+QyB3gAm4cYBBbvT0XsdWLexLg3Du2hFlklTaZdg9m0RjLlDvG9A1OLMpe\\\n", + "HqAjkQbu4KxUZ+ERY1kiJUuiSvryeQDBIr+s4lssmm/pU8WqQpZlWQAAAACQrK68CwAAAACgvQRA\\\n", + "AAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIE\\\n", + "QAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDi\\\n", + "BEAAAAAAiRMAAUfazZs3o6urK7q6uuLkyZON34vFYuP3rq6ueP78ed6lttXMzExj+a9du7ajaaam\\\n", + "phqv06NHj9pcIcDRc/v27Q295eTJkzEyMrLhvq6u19ucLpfLm+6rVCrR29t7oJ/FW9XxOnbTd9rp\\\n", + "sPTBnbyuzdb3XtfJbh2W9+R+uHnz5qF4P8JhJQACjrTvv/8+CoVCVCqVePLkSUxOTkZExNdffx1r\\\n", + "a2uN2ysrK3mW2XYfffRRPHnyJCIiCoXCjqa5detW3L17t51lARxpk5OT8eTJk+ju7o5CoRBPnjyJ\\\n", + "hYWFePLkSaytrcXHH38cEfFaOxlu3LgR9Xp9w309PT3xl3/5l/ta+27qeB276TvtdFj64E5e12br\\\n", + "e6/rZLcOy3tyryqVSly7du3I1Q0HSQAEHGm1Wi0+/vjjOH36dEREZFm2Yfyzzz6Lnp6eqNVqeZR3\\\n", + "6L36egGwWbFY3PL+Tz/9NHp6el5rJ0OpVNoUUAwMDMR3333X6GUHYas6OtF+98GdvK7N1nde6+Sw\\\n", + "vCf36vLly3mXAIeeAAg40lZXV+P9999v+ZgLFy4cUDUAdILp6emYn5+PiIjx8fEd72SYmpqKiPzD\\\n", + "98NSR2r28rrmtU5SeS9MT0/H6Oho3mXAoScAAo600dHRbfdOTU1NRXd3d0xPTzfO17C8vBw3b96M\\\n", + "wcHBmJmZiWvXrm06X9Dw8HDT8ztMT0/HyMhIjI2NxdWrV5s+9/T0dPT29kZXV1fMz8835jk2Nhb1\\\n", + "er1xfolisRgzMzNbTj82NhYjIyNbfqd9eno6isVi/M3f/E2USqWmNeykVgC2t7S0FLOzs40jJj77\\\n", + "7LMNfahUKjU+c8fHx2NkZCQWFxfj2rVrjXOtXL58OcbGxqJcLsfVq1cb56H5+uuvI2JvvaNWqzXm\\\n", + "v37OovWwKiKa1rFuu56xk77z6uNT6IN7fV3XvXzeoZfX927WSavtmr3U/PJ78tVlaLY+bt682VjP\\\n", + "5XI5RkdHo6urK0ZGRmJ5eXlXr/lOVSqV+Prrr+PGjRttfR5IQgaQkMnJyaxQKGSLi4tbjs/NzWWF\\\n", + "QiGbnp7OqtVqNjg4mJ08eTLLsiy7fft2VigUsnq93nj8zZs3s0KhsOk5RkZGGrcvX76cjY6ONq1p\\\n", + "/TlPnjyZLS8vZ5VKJSsUCllvb282Pj6e1ev1xvOUSqXGdJcuXcrGxsYat4eHh7OpqalNy7q8vJxl\\\n", + "WZZduHAhKxQK2bVr13Zc671791q+XgBk2cDAQFYoFLLBwcGsUChkhUIhm5+f3/Kxg4ODjT5SrVY3\\\n", + "fMZu1WeyLMtKpVJWKBSycrncuG+3vePChQsbPuenp6c39bFmdWzXM3bSd7aSQh/cy+v6qq3W927X\\\n", + "Savtmr3UvFWN262P9Vp6e3uzcrmc1Wq1bHh4OOvt7W35emRZlq2urrb8aWV4eDhbXl7OVldXs0Kh\\\n", + "kM3MzGz7fNCpHAEEdJTsPw5xXl5ejv7+/rh7927jBJDZFoc/v3pftVqN2dnZxiHTES8O/y+VSk33\\\n", + "cHV3d0fEi71mfX19cebMmbh48WLU6/WYnZ2N48ePx0cffRQR0dh7Wa1WY35+fsPzvP/++3H79u14\\\n", + "/vx51Gq1Rh19fX0R8WLv205rffr06bavFQA/WD8J9NLSUvT09DR9XLVajXv37kVERH9/f9y4caPx\\\n", + "+K36TEREb2/vpvt20zvW5/Xy+VxGRkYiIjZ87m9Vx3Y9Yyd9p5kU+uBuX9dm83rVbtbJy9NttV2z\\\n", + "l5pfrXG79fHyvD755JM4d+5cdHd3x9TUVNRqtZavd6VSiWKx2PTn7bffbjrt9PR0fPDBB433ANDa\\\n", + "sbwLAMjD+vfEz5w581rTVSqViHhxyP+dO3ci4sUVxgYHBxsbX82sb3it6+npiePHj7d8noGBgcZ9\\\n", + "67WWSqXGhs7g4GBj/NXnblVrtVq1sQSwC/39/TE+Pt64Xa1WY3FxMS5evBgRL847t34y2qGhoXj/\\\n", + "/ff39Hn7Or0jIuLOnTtRr9djbm4uSqVSLCwsRERse56i7XrGeojVqu/s57Ictj6429d1L16n/q22\\\n", + "a/az5u3Wx3vvvde4f2hoqPH7VmHXq4aGhlp+nbDZSdgrlUqUy+XGcq3baRAHnUgABHSkVzdCm/n+\\\n", + "++833F6/0svNmzfj3Llze6qh2QbNy8+z3fjLe6Ff3SO9n7UC8IOpqanGZ+7c3NyGoyzu3r0bpVIp\\\n", + "7t27F3fu3Inp6eno6emJiYmJTfOpVCob/ljeiVa9Y72ea9euNX4ePny47dWRKpXKtj1j/Q/0Vn3n\\\n", + "dR2lPrjb1/V11+/L075O/Vtt1+xnza9zpbuXQ6Kd2s3rdOfOnahUKpvO1Tg9PR3T09MxNze3IZgC\\\n", + "nAQa6FBbbbRutSFaqVQ2bNivH4b88OHDDY+bm5vb15Mcrl+5bGlpqXFftVptjK1v6D158mTT+Lr1\\\n", + "x7S7VoBOc+bMmcbRJv/4j//YOMqhUqnEpUuX4uLFi/HZZ5/FyspKTE5ONr4S9mqfmZyc3Ne6qtVq\\\n", + "jI+Px7Vr1+LKlSvR19e3aUdGszq262/r4636zn46TH1wL6/rTu1mnbzs1e2a/a55u/WxF7v9Ctin\\\n", + "n34aa2trjZ/V1dWIeBGYra2tCX9gCwIgICnre6i22sh52VaHB6/vsVrfUK9UKvHw4cPIsqyxoXXm\\\n", + "zJm4cOFCTE9Px+LiYuNxn376adND4dcPtX71Obeqcf0xAwMDcenSpbh161Zj7NatWzE1NRXHjx+P\\\n", + "np6euHTpUszNzUW9Xo+IaFz9Yn0DaGhoaMe1bvd6AXSyZkc/fPzxx7G4uLjhj+hyubzhSksDAwPx\\\n", + "k5/8JCJ++CP93r17USqVGl9fWp//y31iN71jfZr1r8RUq9XGeXFe/sN9qzq262/d3d3b9p1mjnof\\\n", + "3MvrupWt1vdu1slWr9t+1fxqjdutj5dt9X5o9R5Z/wpYs5/1cxpt509/+tOGf4EtHOAJpwHa5u7d\\\n", + "u42rs3R1dWW9vb0brpqRZS+udDE4OJh1dXVlw8PD2e3btzfN5+bNm9ng4GA2OjqaTU9PN65KUiwW\\\n", + "N1zxZWpqKuvt7c16e3uzsbGxplf8WK+rq6srGxkZyUqlUjY1NdWoc2xsLKtUKtmFCxeyrq6urFgs\\\n", + "brh6yfT0dDY6OpoNDw9veZWVqampbHBwMBsbG2tcfaOrqysbHx/fttaXazt58mTTK9oAdKpbt241\\\n", + "PifXe8vw8PCGq4F1dXU1rpRUqVSysbGxDZ/dV69e3TDPy5cvZ4VCIRsZGcnq9fqmz+K5ublsbm5u\\\n", + "171jeno66+3tzQYHBxtX2BodHc2KxeKGKzq9Wse67frbTvrOy1Lpg3t9Xbd6PV59ztddJy+/P7fa\\\n", + "rtltza1qbLY+tlrPL293rd/XLh9//HHW29ubdXV1NZYF2KyQZc6SxWbrZ/ofGhqKSqUSk5OTjSs4\\\n", + "AAAHT28GAPZCAMSWRkZGGoeM1uv1mJiYaFx9AAA4eHozALAXzgHEJusnYlvX3d3d8tKMAEB76c0A\\\n", + "wF4JgNikWq1uupJAsViMR48e5VQRAHQ2vRkA2CsBEJs0u9IFAJAPvRkA2KtjeRfA4fPGG280Lh25\\\n", + "rtmGZ6HwVxHxPw+gKgA6wY9//GNHtWzhdXrzXxUKOjMA+0ZvTocAiE0GBga23Kg8ffr0Fo/+nxFx\\\n", + "vY3V/DYiftrG+R82nbS8nbSsEZ21vJ20rBGWd3/94Q/X2zbvo+x1erPOvL86aXlfXda/z6GGsz/b\\\n", + "5gHD+/dc1/854vrf7cOMHjYfuv/VPsx/F373yu1Oeh9HWN79dv0Pf2jj3DlIvgLGJmfOnNlwu1qt\\\n", + "xujoaE7VAAB6MwCwV44AYkuzs7MxMzMTAwMD8eDBg5idnc27JADoaHozALAXAiC2dObMmcbexosX\\\n", + "L+ZYSV+Oz52HvrwLOEB9eRdwwPryLuAA9eVdwAHry7uAA9aXdwEd67D05r7cnjkffXkXcID68i7g\\\n", + "gJ09kXcFB6cv7wIOWF/eBRywvrwL4MjwFTAOuf68CzhgnbS8nbSsEZ21vJ20rBGWl07Tae+ATlre\\\n", + "TlrWiM4KgDpt3Vpe2JoACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDE\\\n", + "CYAAAAAAEicAAgAAAEjcsbwLAAAA2uPv2zTfsz/bw8TDLcbeaT3pt++eaDr2ON7aXT07cCq+aTr2\\\n", + "5pfPmo6dbbWsEREPd1lQRNz/qvnYXtb77/YwLXC4OQIIAAAAIHECIAAAAIDECYAAAAAAEicAAgAA\\\n", + "AEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIA\\\n", + "AABInAAIAAAAIHHH8i4AAID99fd5F0ASzv6sxeBwi7F3Ws/323dPNB17HG+1nPZxnGo69nn8vPUT\\\n", + "78GH8UXTsVPvPm4x9k3L+b755bPmg79vXdPZFmP3v2o9bSs+PyBdjgACAAAASJwACAAAACBxAiAA\\\n", + "AACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIg\\\n", + "AAAAgMQJgAAAAAASJwACAAAASNyxvAsAAADa4+zP9jDxcIuxd5oPffvuiZazfRxvtRg71XLaz+Pn\\\n", + "Tcee/fHNltPuxec/av68H8YXu5/xu82H3oxnu57t2V1PGXH/qz1MDBxqjgACAAAASJwACAAAACBx\\\n", + "AiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicA6hCjo6Ob7qtWqzEz\\\n", + "MxPlcjlmZmaiXq/vaAwA2Du9GQA4SMfyLoD2KpfLsbS0FOVyedPY+Ph4LCwsRETEyMhIXLlyJe7e\\\n", + "vbvl2MTERNy5c+fgCgeAROnNAEAeHAGUuPPnz8fk5OSm+yuVShSLxcbt7u7uxoboVmOlUqn9xQJA\\\n", + "B9CbAYA8CIA6VLVajZ6eng33FYvFWFxcbDr26NGjgywRADqK3gwAtJMAqEOtrKw0HVtdXT3ASgCA\\\n", + "CL0ZAGgv5wA6gmZnZ2Npaanp+OjoaJw/f77lPN54442o1Wob7ltZWYlCoRDFYnHLseZ++9LvfRHR\\\n", + "3/K5IQXX4/qRnDccPssR8TTvIvbssPXm//ul30//xw9H19mftWnGw22aL/nbbt0+bD60l/fb/a92\\\n", + "Py2Hx6P/+CE9AqAjaGJiYs/zGBgY2HLD8fTp07G2ttZ0bGs/3XM9AHSq/ti44+B3eRWyJ4etN//n\\\n", + "PVcDQKd6dcfBf8urEPadr4B1qDNnzmy4Xa1WG5ejHRoaajoGALSH3gwAtJMjgBK3uLgY9+7di0Kh\\\n", + "ENeuXdtwCPrs7GzMzMzEwMBAPHjwIGZnZxvTtRoDAHZPbwYA8lDIsizLuwiOrkKhEOF8JXQg5wCC\\\n", + "drkeNk32plAobDg7H0ffoTwH0DvNh75990TLSR/HWy3GTrWc9vP4edOxZ398s+W0e3HiR982Hfsw\\\n", + "vmg6dioet5zvqfim6dibXz5rXdTvWw+31OIcQHvhHEBp+mmE3pwIXwEDAAAASJwACAAAACBxAiAA\\\n", + "AACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEhcIcuyLO8iOLoK\\\n", + "hUJEXM+7DGiL64fwvX0Ya4L9dT1smuxNoVCI3+ZdRAc6+7O8K2hieA/TvtN86Nt3TzQdexxvtZzt\\\n", + "4zjVdOzz+HnLaZ/98c2W43k48aNvm459GF+0nPZUPG4x9k3Lad/88lnzwd+3nLS1h3uYtk3uf5V3\\\n", + "BZ3tpxF6cyIcAQQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAA\\\n", + "AIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQuGN5FwAAwP46+7O8\\\n", + "K+DADO9h2ndaD3/77ok9zJx2a7V+3oxnrSf+fYux7d5TD7cZbwOfaTn7Ku8C2C+OAAIAAABInAAI\\\n", + "AAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwA\\\n", + "CAAAACBxAiAAAACAxAmAAAAAABInAAIAAABI3LG8CwA4rK7H9V2NtfN5AUjQcBvn/U57Zvs43mrP\\\n", + "jLdx4kffNh179sc3c3nedtnuNT4V3+x+5q3eF7/fZtrdvl8f7nI6YN84AggAAAAgcQIgAAAAgMQJ\\\n", + "gAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHHH8i6A9lpc\\\n", + "XIyFhYWo1Wrx4MGDuHHjRvT390dERLVajfn5+RgaGopKpRKTk5PR3d297RgAsHt6MwCQBwFQwur1\\\n", + "eiwsLMTExERERJTL5RgdHY0nT55ERMT4+HgsLCxERMTIyEhcuXIl7t69u+XYxMRE3LlzJ4elAIB0\\\n", + "6M0AQF58BSxhS0tLcePGjcbt4eHhqFar8fz586hUKlEsFhtj3d3dUS6XIyK2HCuVSgdXOAAkSm8G\\\n", + "APIiAErY0NDQho3DhYWF6O3tjePHj0e1Wo2enp4Njy8Wi7G4uNh07NGjRwdSNwCkSm8GAPLiK2CJ\\\n", + "6+vra/x++/btmJ2djYiIlZWVptOsrq6+5rP89uVnjIj+15wejp7rcT3vEiARyxHxNO8iDtRB9Obr\\\n", + "//8Pv5898eKHRL2z+0m/fTetN8aJH32bdwmHxnbr9s0vnzUf3O499fvXryciIoZ3OR0H7v6zFz+k\\\n", + "RwB0BM3OzsbS0lLT8dHR0Th//vymaT744IN47733IiLijTfeiFqttuExKysrUSgUolgsbjnW3E9f\\\n", + "bwEAoKE/Nu44+F1ehezJYevN1//udZcAAF54dcfBL/8lv1rYXwKgI2j9xJE7VS6XY3BwMM6dO9e4\\\n", + "b2BgYMsNx9OnT8fa2lrTMQBgM70ZADjsnAMocesnjVzfwJybm4uIiDNnzmx4XLVajdHR0Yh4cX6C\\\n", + "ZmMAwN7ozQBAHhwBlLBqtRojIyMb7hscHIxLly5FxItDz2dmZmJgYCAePHjQOAfBdmMAwO7ozQBA\\\n", + "XgpZlmV5F8HRVSgUIpwMF4B9cz1smuxNoVCI7JO8q+DA5HQS6Mfx1h6mPdV07PP4+a7nexh9GF+0\\\n", + "HD8Vj3c971Pxza6nbXkS6O3s9iTQHFmFfwi9ORG+AgYAAACQOAEQAAAAQOIEQAAAAACJEwABAAAA\\\n", + "JE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAk7ljeBQAAQEd7J+8CDo8P44uW45/Hzw+okp3b\\\n", + "rubk7Pb9+vt9rQLYBUcAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4\\\n", + "ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBUE5OnjwZX3/9deP27du34+TJk/Fnf/ZnOVYF\\\n", + "AJ1LbwYAUiYAysn3338fFy5ciPfffz+eP38ek5OT8d1330V/f3/epQFAR9KbAYCUCYByMjo6Gr/5\\\n", + "zW9iYWEh+vv745/+6Z+iUCjE0NBQ3qUBQEfSmwGAlB3Lu4BOVa1W48KFC7G0tBTT09Nx8eLFGB0d\\\n", + "zbssAOhYSfXmd/IugMPi23dP5F3Cvvowvsi7hCS0el+8+eWz9jypzyXInSOAclKpVOL999+PR48e\\\n", + "xY0bN2JhYSH+9Kc/xb179/IuDQA6kt4MAKTMEUA5WVlZiZWVlXjjjTciImJoaCgePnwYt2/fzrky\\\n", + "AOhMejMAkDIBUE56enqip6dn0/2Tk5M5VAMA6M0AQMp8BQwAAAAgcQIgAAAAgMQJgAAAAAASJwAC\\\n", + "AAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDEHcu7AAAAYHe+\\\n", + "ffdE3iW8tlPxuOnY4zh1gJW0X6tlPay2e0+9+eWzA6oE2G+OAAIAAABInAAIAAAAIHECIAAAAIDE\\\n", + "CYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASdyzvAmivSqUSq6urUavV4t69ezE9\\\n", + "PR39/f0REVGtVmN+fj6GhoaiUqnE5ORkdHd3bzsGAOye3gwA5EEAlLgLFy7E06dP4/jx47GyshKX\\\n", + "L1+OhYWFiIgYHx9v/D4yMhJXrlyJu3fvbjk2MTERd+7cyWchACAhejMAkAdfAUvc+gZmRERvb28U\\\n", + "CoWIeLH3sVgsNh7X3d0d5XK56VipVDrAqgEgXXozAJAHAVDi1jcwIyJu374dN27ciIgXh5H39PRs\\\n", + "eGyxWIzFxcWmY48ePWp/wQCQOL0ZAMiDr4B1gOXl5Zibm4uxsbE4d+5cRESsrKw0ffzq6uprPsNv\\\n", + "X/q9LyL6X7dEADrWckQ8zbuIA9fu3nz9v//w+9lTL34AYCfuP37xQ3oEQEfQ7OxsLC0tNR0fHR2N\\\n", + "8+fPN2739/fHRx99FPPz8zE2Nha/+c1volgsRq1W2zDdyspKFAqFpmPN/XRXywEAL3YavLzj4Hd5\\\n", + "FbInh603f/D/nNhw+9vXWRjI0alo/Vfn4zh8aeZ2Nafm23dPbP8gjrS/ejfig5du//L/fZZbLewv\\\n", + "AdARNDExsaPHrV8t5KOPPoqIiPPnz8fly5fj6dOnMTg4uOWG4+nTp2Ntba3pGACwmd4MABx2AqCE\\\n", + "LS8vx/fff9+4Xa1Wo7e3N/r6+qKvr2/DY6vVaoyOjkZExNDQUNMxAGD39GYAIC+FLMuyvIugfebn\\\n", + "52NlZSWKxWLcu3cvrl692thbuLi4GKVSKQYGBuLBgwfxySefNE5M2WrsZS+uXHL9AJcIgLRdj9Q3\\\n", + "TQ6iN/9/ma9o0F6P462cntdXwH543m9yeV46z38qPEu+N3cKARB7IgACYH+lHwC1mwCIgyAA+oEA\\\n", + "iNQJgNLhMvAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4\\\n", + "ARAAAABA4gRAAAAAAIk7lncBAADA4fM43sq7hE1OxeO8Szg0Wq2fU/HNAVYCHBWOAAIAAABInAAI\\\n", + "AAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwA\\\n", + "CAAAACBxAiAAAACAxAmAAAAAABInAAIAAABI3LG8CwAAYH89jrfyLqHjnIpv8i7htXmfpGu7dXvU\\\n", + "3q/eq3l7lncB7BNHAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQ\\\n", + "AAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAk7ljeBQAAsL8e\\\n", + "x6m8S8jVqXh84M/5ON468OeE3fJ+3ZlO/yz9wZd5F8A+cQQQAAAAQOIEQAAAAACJEwABAAAAJE4A\\\n", + "BAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgDUQS5fvrzhdrVajZmZmSiXyzEzMxP1en1HYwDA\\\n", + "/tCbAYCDcizvAjgYpVIp5ufnN9w3Pj4eCwsLERExMjISV65cibt37245NjExEXfu3DnYogEgYXoz\\\n", + "AHCQHAHUAer1ehSLxejp6WncV6lUolgsNm53d3dHuVxuOlYqlQ6uYABInN4MABw0AVAHKJVKMTQ0\\\n", + "tOG+arW6YaMzIqJYLMbi4mLTsUePHrW9VgDoBHozAHDQBECJK5fLMTo6uun+lZWVptOsrq62syQA\\\n", + "6Gh6MwCQB+cAOoJmZ2djaWmp6fjo6GicP38+lpeXo1gsxvHjxzc95o033oharbbhvpWVlSgUClEs\\\n", + "Frcca+63L/3eFxH92y8EAERExHJEPM27iD07bL35d9f/ufH7ibMnou/siZ0uCgAd7un9Z/Hs/rO8\\\n", + "y6ANBEBH0MTExI4eV6lUYmVlpXHCyFqtFr/+9a/j/PnzMTAwsOWG4+nTp2Ntba3p2NZ+uuPaAWCj\\\n", + "/ti44+B3eRWyJ4etN//99b97jeoB4Ad9r+w4+Odf/kuO1bCfBEAJu3jx4obbU1NTceXKlS0fW61W\\\n", + "G4ejb3VOgq0OVQcAXo/eDADkRQDUAer1ety6dSsKhUL86le/iosXL0Z/f3/Mzs7GzMxMDAwMxIMH\\\n", + "D2J2drYxTasxAGBv9GYA4KAVsizL8i6Co6tQKETE9bzLACAZ18Omyd4UCoX4P7NP8i4jV6ficd4l\\\n", + "AAl4HKfyLuFQ+C+Ff9CbE+EIIACAxHweP8+7hF37ML7Y8zyO2h9tAis6wVH7f7kfjvJn8Ub/kHcB\\\n", + "7BOXgQcAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAA\\\n", + "AAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAA\\\n", + "AAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxhSzLsryL4Ogq\\\n", + "FAoRcT3vMgBIxvWwabI3hUIh4t86+zU88aNv8y5hkw/ji7xLeG2n4nHeJbBLj+NU3iW8ts/j53mX\\\n", + "sMmzP75sBCUSAAAK2klEQVSZdwmHw98W9OZEOAIIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEic\\\n", + "AAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABI\\\n", + "nAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAA\\\n", + "SJwACAAAACBxAiAAAACAxAmAAAAAABInAErc9PR0dHV1RbFYjJGRkVhcXGyMVavVmJmZiXK5HDMz\\\n", + "M1Gv13c0drCWc3revHTS8nbSskZ01vJ20rJGWF5e15Hvzf96P5/nzcn/uv+veZdwYJ7ef5Z3CQfq\\\n", + "3+7/Ke8SDkynrdtO+n8bER33uczuHcu7ANrr5MmTsba2tuXY+Ph4LCwsRETEyMhIXLlyJe7evbvl\\\n", + "2MTERNy5c+dgit7gaUT05/C8eXkanbO8T6NzljWis5b3aXTOskZYXl7Xke/ND+5H/OTswT9vTv7X\\\n", + "/X+N/+PsT/Iu40A8u/8s+s6eyLuMA/Nv97+Pvz37l3mXcSA6bd120v/biOi4z2V2zxFAHapSqUSx\\\n", + "WGzc7u7ujnK53HSsVCodeI0A0En0ZgCgnQRAHWB+fj7K5XJcu3atcbh4tVqNnp6eDY8rFouxuLjY\\\n", + "dOzRo0cHVjMApExvBgAOmq+AJW5kZCTOnDkTES82FM+fPx8LCwuxsrLSdJrV1dUdz//HP/5x/OEP\\\n", + "1/da5jZ+1+b5HzadtLydtKwRnbW8nbSsEZZ3//z4xz9u27wPiwPpzX9b2HOdLf1fv2zv/Pdov892\\\n", + "Uv/lf93zPP7LPtRxEP75l/+SdwkHau6X/yPvEtrky033HP51+w/7Orf9+H97pLTxc7kTenOnEAAd\\\n", + "QbOzs7G0tNR0fHR0NM6fPx8R0djAXP+9UqnE8+fPo1gsRq1W2zDdyspKFAqFpmNbsecRAPRmAODw\\\n", + "EwAdQRMTEzt6XKVSicnJycYJI9cdP348BgYGttxwPH36dKytrTUdAwA205sBgMPOOYASNjg4GL/4\\\n", + "xS8at0ulUly+fDkiIoaGhjY8tlqtxujo6LZjAMDu6c0AQF4KWZZleRdB+5TL5ahWqxERsbS0FJ98\\\n", + "8kkcP348IiIWFxejVCrFwMBAPHjwYMdjAJ3o8uXLjctxR7z4A3x+fj6GhoYaR3V0d3dvOwZ6M8D+\\\n", + "0Jvh9QiAANokxQ2NxcXFWFhYiFqtFg8ePIgbN25Ef39/RKS90VUqlWJsbCzW1tYa942MjDS+xlOv\\\n", + "1+PKlSuNjdBXxyYmJuLOnTsHX/hrmp+f33D74sWLEZH2ugU6S4qfWXqz3pzauqWNMiB3ly5d2nB7\\\n", + "aWkpu3nzZlYqlbKbN29mtVptR2McLsPDw43fa7Vadvny5Ryr2btarZbdvn27cbtUKmWDg4ON268u\\\n", + "78vv66P8WtRqtezhw4dZb29v476HDx9mo6OjGx63Pt5q7DC7ceNGNj8/n2XZi2V+eZ2lum6hFb05\\\n", + "Tal9ZunNevP6WCrrlvZyEmgOnU5LuUul0qZlHh8fb+yhGBkZ2bD34tWxo7L3otP2TlUqlSgWi43b\\\n", + "3d3dUSqVcqxo75aWluLGjRuNk90ODw9HtVqN58+fx5MnTzYtb7lcjoij/1qUSqXG59C6arUaPT09\\\n", + "G+4rFouxuLjYdOzRo0eH9oS9tVotPv3008ZJhru7uxufM1utv1TWLTunN+vNKazbFD+z9OYf6M1p\\\n", + "rFvaSwDEoXLz5s04efJkvPfee1Gv1+P8+fOND/cUN7zq9XoUi8UNDSnFD/R6vR4LCwuNjZNyuRyj\\\n", + "o6Px5MmTiEhz3R7FDY3tDA0NbXi/LSwsRG9vbxw/fjy5ja516+/VVzW7/HZExOrqajtLaouFhYUY\\\n", + "GBiI+fn56OnpiUqlEpcuXYr+/v5k1y07pzfrzams2xQ/s/TmH+jNR3/d0n6uAsahsZ5yv/feexHR\\\n", + "GSl3qVTa8souu/lAP8zW906te3nvVKrrttVGyFHW19fX+P327dsxOzsbEeltdEVELC8vR7FY3PIk\\\n", + "u2+88UbUarUN962srEShUIhisbjl2GFWrVajUqnE6OhonD9/PiYnJxsb1ymuW3ZOb35Bb05j3R72\\\n", + "z+Ld0ptf0JtfOKrrloPhCCAOjU5LuTtl70VEZ+6darYRkorZ2dn44IMPGn8UprbRFfHij5yVlZXG\\\n", + "H7u1Wi1+/etfx/nz52NgYGDLZTh9+nSsra01HTusBgYGYmBgoLFB3d3dHdVqNZ4+fdp0/R3ldcvO\\\n", + "6c0v6M1Hf91G6M0RR//zW2/Wm9kbARCHxssp9/Hjx2NkZCSGh4fjyZMnR2bDa3Z2NpaWlpqOryf4\\\n", + "nbT3Yl0n7Z2KiJYbIUdduVyOwcHBOHfuXOO+1Da6ImLTuQWmpqbiypUrWz62Wq02/mjc6siBrf6g\\\n", + "PEwGBgY23bf+B97g4GBy65ad05tf0Jt/cJjW7evSm184yp/ferPezN4IgGi7nW54pZByr3+Pfjup\\\n", + "7L3Y6bp9dZrU905FRJw5c2bD7aOwobET64f+ry/f3NxcXLp0qeXyHsWNrpfV6/W4detWFAqF+NWv\\\n", + "fhUXL16M/v7+mJ2djZmZmRgYGIgHDx40/nCKiJZjh9HAwED09PREvV6P7u7uqNVqMTg4GH19fRv+\\\n", + "QIxIa912Mr15M71Zbz6q9Ga9OaV1S5vlfRkyWLe0tLThspVZ9uLyjMvLy1mlUtlwOcP1sSx7cVnH\\\n", + "ZmNHRaFQ2HD75eVZWlrKxsfHdzR22JVKpaxcLm+4L+V1W6lUsps3b2Zzc3PZ9PR0Vq/X8y5pT5aW\\\n", + "lrJCobDh5+TJk43xVsub2muRomq1mk1PTzfW0fLycmPMuu1cevMP9OY01m1qn1l6c9r0ZvabAIhD\\\n", + "ZXh4OKvValmWZdnq6mo2MjKyYWxdKhtetVotu3HjRtbV1ZXNzMxk1Wo1y7I0P9AfPnyYVSqVxu27\\\n", + "d+82fk9x3QKkQm/Wm1NZtwCdrpBlWZb3UUiwbnl5OW7duhVvv/12PHjwIK5evdo4xHFxcTFKpVLj\\\n", + "sM1PPvmkcUh6qzHyV61W4+TJkxvuGxwcjO+++y4irFuAw0xvTpPeDNB5BEAAAAAAievKuwAAAAAA\\\n", + "2ksABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAbTB\\\n", + "9PR0dHV1xcmTJ+Prr7+OxcXFGBwcjGKxGI8ePcq7PADoOHoz0OkKWZZleRcBkKLx8fGo1+vx1Vdf\\\n", + "RUTE1atX4+rVq3H69OmcKwOAzqQ3A53MEUAAbTI1NRX37t2Lp0+fRkREtVq1gQkAOdKbgU72Z9ev\\\n", + "X7+edxEAKRoYGIgvvvgi/v3f/z0KhUL89V//dQwNDeVdFgB0LL0Z6GQCIIA2+ou/+Iv49NNPY3V1\\\n", + "NX7xi1/En//5n+ddEgB0NL0Z6FS+AgbQRuvnGigUCnH8+PG8ywGAjqc3A53qWN4FAKSsu7s7Jicn\\\n", + "Y3x8PO9SAIDQm4HO5QgggANw7ty5vEsAAF6iNwOdxhFAAG0wPDwcH3zwQfT09MTY2Fje5QBAx9Ob\\\n", + "gU7nCCCANnj77bfj1q1bUa/X47333su7HADoeHoz0OkKWZZleRcBAAAAQPs4AggAAAAgcQIgAAAA\\\n", + "gMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHH/Gz80\\\n", + "bX3F1L8+AAAAAElFTkSuQmCC\\\n", + "\"\n", + " frames[4] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABIAAAAFoCAYAAAAvh4ASAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\\\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3U9sm3maJ/aHKtf0VIC1JHqQ7KY3iUVpggAJ0LbE6l3s\\\n", + "HGbaEpXsYS5lW9WHXAJYku+Larnr5EUCTNnqvZet2tPkMraFOewhmDJZ3R1gN1lYptzYDRCkLMrJ\\\n", + "YtCYYEomPcBU91S13xwcsSVLJCVRFKUfPx/AgMnf++d5+Up8Xn358n1zWZZlAQAAAECyhvpdAAAA\\\n", + "AAC9JQACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAA\\\n", + "AAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmA\\\n", + "AAAAABInAAIAAABInAAIONPu3r0bQ0NDMTQ0FBMTE83/5/P55v+Hhobi1atX/S61p5aXl5vbf+vW\\\n", + "rQPNs7i42Hydnj171uMKAc6e+/fv7+otExMTUSwWdz03NHS4w+lKpbLnuWq1GqOjoyf6XrxfHYdx\\\n", + "lL7TS6elDx7kdW21v7vdJ0d1Wn4mj6JWqzV/N0ulUpRKpZiYmIjPPvus36XBqSQAAs60r776KnK5\\\n", + "XFSr1Xj+/HksLCxERMQXX3wRr1+/bj7e2trqZ5k999FHH8Xz588jIiKXyx1onnv37sXDhw97WRbA\\\n", + "mbawsBDPnz+P4eHhyOVy8fz581hbW4vnz5/H69ev40c/+lFExKE+ZLhz5040Go1dz42MjMTv/d7v\\\n", + "HWvtR6njMI7Sd3rptPTBg7yurfZ3t/vkqE7Lz+RR1Ov1GBkZiVwuF5VKJV68eBE3b96MGzdu9Ls0\\\n", + "OJXO9bsAgG7U6/X40Y9+FJcuXYqIiCzLdo1/+umn8eDBg6jX6/0o79R7+/UCYK98Pr9vyPPJJ5/E\\\n", + "/fv3Y2trK86fP3+gZZXL5T0BRaFQiC+//PJYaj2o/eoYRMfdBw/yurba3/3aJ6flZ/Iotra2YnFx\\\n", + "Mf7kT/6k36XAmeAMIOBMe/nyZXz44Ydtp5mZmTmhagAYBEtLS7G6uhoREXNzcwf+kGFxcTEi+h++\\\n", + "n5Y6UtPN69qvfXLWfxY2NzejUCj0uww4MwRAwJlWKpWaZ/+0sri4GMPDw7G0tNS8XsPm5mbcvXs3\\\n", + "xsfHY3l5OW7durXnekFTU1Mtr++wtLQUxWIxZmdn4+bNmy3XvbS0FKOjozE0NBSrq6vNZc7Ozkaj\\\n", + "0WheXyKfz8fy8vK+88/OzkaxWNz3mgZLS0uRz+fj93//96NcLres4SC1AtDZxsZGrKysNM+Y+PTT\\\n", + "T3f1oXK53HzPnZubi2KxGOvr63Hr1q3mtVauX78es7OzUalU4ubNm83r0HzxxRcR0V3vqNfrzeVv\\\n", + "X7NoO6yKiJZ1bOvUMw7Sd96ePoU+2O3rum3ndYd27u+j7JN2xzXd1LzzZ/LtbWi1P+7evdvcz5VK\\\n", + "JUqlUgwNDUWxWIzNzc0jveYH8fLly7h3714Ui8XI5/NRLBb7di0lOBMygIQsLCxkuVwuW19f33f8\\\n", + "0aNHWS6Xy5aWlrJarZaNj49nExMTWZZl2f3797NcLpc1Go3m9Hfv3s1yudyedRSLxebj69evZ6VS\\\n", + "qWVN2+ucmJjINjc3s2q1muVyuWx0dDSbm5vLGo1Gcz3lcrk537Vr17LZ2dnm46mpqWxxcXHPtm5u\\\n", + "bmZZlmUzMzNZLpfLbt26deBaHz9+3Pb1AiDLCoVClsvlsvHx8SyXy2W5XC5bXV3dd9rx8fFmH6nV\\\n", + "arveY/frM1mWZeVyOcvlclmlUmk+d9TeMTMzs+t9fmlpaU8fa1VHp55xkL6znxT6YDev69v2299H\\\n", + "3Sftjmu6qXm/Gjvtj+1aRkdHs0qlktXr9WxqaiobHR1t+3pkWZa9fPmy7b9WSqVStrKy0ny8uLiY\\\n", + "5XK5rFqtdlwnDCJnAAEDJfv/T3He3NyMsbGxePjwYfMCkNk+pz+//VytVouVlZXmKdMRb07/L5fL\\\n", + "LT/hGh4ejog3n5pdvHgxLl++HFevXo1GoxErKytx/vz5+OijjyIimp9e1mq1WF1d3bWeDz/8MO7f\\\n", + "vx+vXr2Ker3erOPixYsR8ebTt4PW+uLFi46vFQC/tX0R6I2NjRgZGWk5Xa1Wi8ePH0dExNjYWNy5\\\n", + "c6c5/X59JiJidHR0z3NH6R3by9p5PZdisRgRset9f786OvWMg/SdVlLog0d9XVst621H2Sc759vv\\\n", + "uKabmt+usdP+2Lmsjz/+OK5cuRLDw8OxuLgY9Xq97etdrVYjn8+3/Pf++++3nPftCz5/+umnEfHm\\\n", + "Zw3Yy0WggYFUKpUiIuLy5cuHmq9arUbEby8uHfHmAoTj4+PNg69Wtg+8to2MjLS8aOj2enZ+r327\\\n", + "1nK53DzYHR8fb46/ve52tdZqteYyADi4sbGxmJubaz6u1Wqxvr4eV69ejYg31527fv16RERMTk7G\\\n", + "hx9+2NX77WF6R0TEgwcPotFoxKNHj6JcLsfa2lpERMfrFHXqGdshVru+c5zbctr64FFf124cpv79\\\n", + "jmuOs+ZO++ODDz5oPj85Odn8/35h19smJyfbfp0wn8+3HJuent7z3NjYWDx9+rTjemEQCYCAgfT2\\\n", + "QWgrX3311a7H27eTv3v3bly5cqWrGtod0HS6bf32+M5Pod/+RPo4awXgtxYXF5vvuY8ePdp1lsXD\\\n", + "hw+jXC7H48eP48GDB7G0tBQjIyMxPz+/ZznVanXXH8sH0a53bNdz69at5r+nT582A6lWqtVqx56x\\\n", + "/Qd6u75zWGepDx71dT3s/t0572Hq3++45jhr7rQ/djrKRZmP8jrV6/XI5/MxMzMTn3/++aHnh0Hk\\\n", + "K2DAQNrvoHW/A9FqtbrrwH77NOS3P1l69OjRsV7kcPvOZRsbG83narVac2z7QO/58+d7xrdtT9Pr\\\n", + "WgEGzeXLl5tnm/zZn/1Z8yyHarUa165di6tXr8ann34aW1tbsbCw0PxK2Nt9ZmFh4VjrqtVqMTc3\\\n", + "F7du3YobN27ExYsX93yQ0aqOTv1te7xd3zlOp6kPdvO6HtRR9slObx/XHHfNnfZHN476FbDt9U9N\\\n", + "Te16fnNz0x1goQUBEJCU7U+o9jvI2Wm/77xvf2K1faBerVbj6dOnkWVZ80Dr8uXLMTMzE0tLS7G+\\\n", + "vt6c7pNPPml5Kvz2qdZvr3O/GrenKRQKce3atbh3715z7N69e7G4uBjnz5+PkZGRuHbtWjx69Cga\\\n", + "jUZERNy5cyci3twRI+LNp2kHrbXT6wUwyFqd/fCjH/0o1tfXd/0RXalUdt1pqVAoxPe///2I+O0f\\\n", + "6Y8fP45yudz8+tL28nf2iaP0ju15tr/qU6vVmtfF2fmH+351dOpvw8PDHftOK2e9D3bzuu5nv/19\\\n", + "lH2y3+t2XDW/XWOn/bHTfj8P7X5Gtr8C1urf9jWN9puvUCjsCq3u3r0buVyu+bMAvOUkrzgN0CsP\\\n", + "Hz5s3p1laGgoGx0d3XXXjCx7c6eL8fHxbGhoKJuamsru37+/Zzl3797NxsfHs1KplC0tLTXvSpLP\\\n", + "53fd8WVxcTEbHR3NRkdHs9nZ2ZZ3/Niua2hoKCsWi1m5XG7eoWJoaCibnZ3NqtVqNjMzkw0NDWX5\\\n", + "fH7X3UuWlpayUqmUTU1N7XuXlcXFxWx8fDybnZ1t3n1jaGgom5ub61jrztomJiZa3tEGYFDdu3ev\\\n", + "+T653VumpqZ23Q1saGioeaekarWazc7O7nrvvnnz5q5lXr9+PcvlclmxWMwajcae9+JHjx5ljx49\\\n", + "OnLvWFpaykZHR7Px8fHmHbZKpVKWz+d33dHp7Tq2depvB+k7O6XSB7t9Xfd7Pd5e52H3yc6fz/2O\\\n", + "a45ac7saW+2P/fbzzuOu7eeOW61Wa9ZTKpWy2dnZ5l3hgL1yWXbAy9UzULav9D85ORnVajUWFhaa\\\n", + "d3AAAE6e3gwAdEMAxL6KxWLzlNFGoxHz8/PNuw8AACdPbwYAuuEaQOyxfSG2bcPDw21vzQgA9Jbe\\\n", + "DAB0SwDEHrVabc+dBPL5fDx79qxPFQHAYNObAYBuCYDYo9WdLgCA/tCbAYBunet3AZw+Fy5caN46\\\n", + "clurA89c7u9HxF+dQFUADILvfe97zmrZx+F6838aEb88gaoAGAR6czoEQOxRKBT2Pai8dOnSPlP/\\\n", + "VUTc7mE1P42IH/Rw+afNIG3vIG1rxGBt7yBta4TtPV6/+MXtni37LDtcb/5lRPyLHlbzFxHx3/Zw\\\n", + "+adNytv77VuPH0dEacfjr0+wln5I+f37vbcev71vU/8zMOXf2/30dnt/8Yt/1rNlc7J8BYw9Ll++\\\n", + "vOtxrVaLUqnUYmoAoNf0ZgCgW6lHvxzRyspKLC8vR6FQiCdPnsTKykq/SwKAgaY3AwDdyGVZlvW7\\\n", + "CM6uXC4Xvf0K2GZEjPVw+afNIG3vIG1rxGBt7yBta4TtPW63w6FJd9705l5+Bex5REz0cPmnTcrb\\\n", + "+/ZXwDYiYnzH49S/Apby+/fbXwF7e9+mfh5Ayr+3++n19v4zvTkRvgLGKZdqU25lkLZ3kLY1YrC2\\\n", + "d5C2NcL2MngG6Y+qiMHa3vHOkyRlkN7PBm3fDtLvbcTgbS9HJQACAAAASJwACAAAACBxAiAAAACA\\\n", + "xAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEneu3wUAAHDc/pN+F8Cp8bzfBdAX\\\n", + "X3cx78SxVQGcLs4AAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAA\\\n", + "AACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEjcuX4XAADAcbvY\\\n", + "7wI4VuV+F8BAed7FvDPHVgVw/JwBBAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgB\\\n", + "EAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJC4\\\n", + "c/0uAACA4/ai3wUAA+lFvwsA2nAGEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIE\\\n", + "QAAAAACJEwABAAAAJE4ABAAAAJA4AdCAKJVKe56r1WqxvLwclUollpeXo9FoHGgMAOie3gwAnKRc\\\n", + "lmVZv4ugdyqVSmxsbMTNmzfj9evXu8aKxWKsra1FRESj0YgbN27Ew4cP9x2bn5+PBw8e7Fl+LpeL\\\n", + "iNs93QYABsntSP3Q5GR68//c243ghD3vdwFwQBP9LoCe+O+T782DwhlAiZueno6FhYU9z1er1cjn\\\n", + "883Hw8PDUalUWo6Vy+XeFwsAA0BvBgD6QQA0oGq1WoyMjOx6Lp/Px/r6esuxZ8+enWSJADBQ9GYA\\\n", + "oJcEQANqa2ur5djLly9PsBIAIEJvBgB661y/C+DwVlZWYmNjo+V4qVSK6enptsu4cOFC1Ov1Xc9t\\\n", + "bW1FLpeLfD6/71hrP93x/4sRMdZ23ZCC2z289lUvlw2nz2ZEvOh3EV07fb35f93x/6mIKLZdNyfB\\\n", + "V/YYBH/Zxbwzx1YF3VqLiKf9LoIeEACdQfPz810vo1Ao7HvgeOnSpXj9+nXLsf39oOt6ABhUY7H7\\\n", + "g4Of96uQrpy+3rzYdT0ADKpi7P7g4H6/CuGY+QrYgLp8+fKux7VarXk72snJyZZjAEBv6M0AQC85\\\n", + "Ayhx6+vr8fjx48jlcnHr1q1dp6CvrKzE8vJyFAqFePLkSaysrDTnazcGAByd3gwA9EMuy7Ks30Vw\\\n", + "duVyuQjXK2EAuQYQ9MrtcGjSnTe92bUbTp9urgH09bFVAb31XhfzugbQ6TWlNyfCV8AAAAAAEicA\\\n", + "AgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABJ3\\\n", + "rt8FAJxWt+P2qVtvv2oCzpq/6ncB7PF1vwuAE9DNz7n3Leg1ZwABAAAAJE4ABAAAAJA4ARAAAABA\\\n", + "4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAA\\\n", + "QOIEQAAAAACJEwABAAAAJO5cvwsAAOC4Tfa7gD4r92GdnQ6r/6s2Y//ncRYCp1S734GIiFdtxr49\\\n", + "zkIOYaZP64XecAYQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEA\\\n", + "AAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOLO9bsAgNPqdtw+\\\n", + "0lgv1wtwMFv9LqALx3F4+v1DTl8+hnV28u4JrANOs7/pMP5Nj9c/c4R5XnW5zm+7nB+OlzOAAAAA\\\n", + "ABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAA\\\n", + "AAASd67fBdBb6+vrsba2FvV6PZ48eRJ37tyJsbGxiIio1Wqxuroak5OTUa1WY2FhIYaHhzuOAQBH\\\n", + "pzcDAP0gAEpYo9GItbW1mJ+fj4iISqUSpVIpnj9/HhERc3Nzsba2FhERxWIxbty4EQ8fPtx3bH5+\\\n", + "Ph48eNCHrQCAdOjNAEC/+ApYwjY2NuLOnTvNx1NTU1Gr1eLVq1dRrVYjn883x4aHh6NSqURE7DtW\\\n", + "LpdPrnAASJTeDAD0iwAoYZOTk7sODtfW1mJ0dDTOnz8ftVotRkZGdk2fz+djfX295dizZ89OpG4A\\\n", + "SJXeDAD0i6+AJe7ixYvN/9+/fz9WVlYiImJra6vlPC9fvjzkWn66c40RMXbI+eHsuR23+10CJGIz\\\n", + "Il70u4gTdTK9+V/s+P9kREwdcv6DerdHyz1pf3DA6bo56+rbLuaFFHzdYfybLpY9c4Bp/qaL5Z82\\\n", + "3bxWB/E0Iqo9Xgf9IAA6g1ZWVmJjY6PleKlUiunp6T3z/PCHP4wPPvggIiIuXLgQ9Xp91zRbW1uR\\\n", + "y+Uin8/vO9baDw63AQDQNBa7Pzj4eb8K6crp683zh9sAAGiait0fHPzLfhXCMRMAnUHbF448qEql\\\n", + "EuPj43HlypXmc4VCYd8Dx0uXLsXr169bjgEAe+nNAMBp5xpAidu+aOT2AeajR48iIuLy5cu7pqvV\\\n", + "alEqlSLizfUJWo0BAN3RmwGAfshlWZb1uwh6o1arxcTExK7nxsfH48svv4yIiPX19SiXy1EoFOLJ\\\n", + "kyfx8ccfx/nz5zuO7ZTL5SJcCwWAY3M7Uj40Obne/L/3fFveSOUaQAc9Kb6bawC1e63afZ0PUpHv\\\n", + "MN7rawCldB2uXl8D6G3/OOnePEgEQHRFAATA8Uo7ADoJAqCjEABB7wmAjo8AiKPxFTAAAACAxAmA\\\n", + "AAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcef6XQAAAMft\\\n", + "6zO8nnePYRmHPcT95oDTtdveTnV/e8B1QKq6eb/o9Dvaq/e8bn9vD/reAifDGUAAAAAAiRMAAQAA\\\n", + "ACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEA\\\n", + "AAAkTgDUJxMTE/HFF180H9+/fz8mJibinXfe6WNVADC49GYAIGUCoD756quvYmZmJj788MN49epV\\\n", + "LCwsxJdffhljY2P9Lg0ABpLeDACkTADUJ6VSKT7//PNYW1uLsbGx+PM///PI5XIxOTnZ79IAYCDp\\\n", + "zQBAys71u4BBVavVYmZmJjY2NmJpaSmuXr0apVKp32UBwMBKqzf//ITW8wcntJ7D+uaQ0797Auts\\\n", + "t46/12HevzlkLdAv7X6Wv+0w72F/bw+z7G6Xf1QHqeso/nWPlkvqnAHUJ9VqNT788MN49uxZ3Llz\\\n", + "J9bW1uKv//qv4/Hjx/0uDQAGkt4MAKTMGUB9srW1FVtbW3HhwoWIiJicnIynT5/G/fv3+1wZAAwm\\\n", + "vRkASJkAqE9GRkZiZGRkz/MLCwt9qAYA0JsBgJT5ChgAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAA\\\n", + "kDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJO9fvAgAAOKv+db8L\\\n", + "aOEPe7TcmTZj5R6tMyIi32Zsq4frhf20+3n8pkfrbPe7FxHxbY/W+/MeLRf6wxlAAAAAAIkTAAEA\\\n", + "AAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOLO9bsAeqtarcbL\\\n", + "ly+jXq/H48ePY2lpKcbGxiIiolarxerqakxOTka1Wo2FhYUYHh7uOAYAHJ3eDAD0gwAocTMzM/Hi\\\n", + "xYs4f/58bG1txfXr12NtbS0iIubm5pr/LxaLcePGjXj48OG+Y/Pz8/HgwYP+bAQAJERvBgD6wVfA\\\n", + "Erd9gBkRMTo6GrlcLiLefPqYz+eb0w0PD0elUmk5Vi6XT7BqAEiX3gwA9IMAKHHbB5gREffv3487\\\n", + "d+5ExJvTyEdGRnZNm8/nY319veXYs2fPel8wACRObwYA+sFXwAbA5uZmPHr0KGZnZ+PKlSsREbG1\\\n", + "tdVy+pcvXx5yDT/d8f+LETF22BIBGFibEfGi30WcOL0ZgNNrMHvzIBAAnUErKyuxsbHRcrxUKsX0\\\n", + "9HTz8djYWHz00Uexuroas7Oz8fnnn0c+n496vb5rvq2trcjlci3HWvvBkbYDAN4EEzvDiZ/3q5Cu\\\n", + "6M2nzWF/jmaOYZ3/tMN4u8PuTvW+12bsv+gw77ttxp53mJd0TbQZ+6bDvN8ecZ2dfs/aLbdTTQdx\\\n", + "NvtLf6TRm9lLAHQGzc/PH2i67buFfPTRRxERMT09HdevX48XL17E+Pj4vgeOly5ditevX7ccAwD2\\\n", + "0psBgNNOAJSwzc3N+Oqrr5qPa7VajI6OxsWLF+PixYu7pq3ValEqlSIiYnJysuUYAHB0ejMA0C8C\\\n", + "oIRNT09HvV6PlZWVyOfz8fjx4+bdRCLenK6+vLwchUIhnjx5EisrKwcaAwCORm8GAPoll2VZ1u8i\\\n", + "OLve3Lr2dr/LACAZt8OhSXf05qM46DWA2n122u5aO53m7eYaQJ0+z3UNIPbTq2sAfd1m7A+7WO5x\\\n", + "XJeofIBp2J/enAq3gQcAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIg\\\n", + "AAAAgMQJgAAAAAASJwACAAAASNy5fhcAAAD9ddBD4vfajL3bxTr+uIfrbTfvz3q03k7LbTdvp33x\\\n", + "Nx3G++HvtRn7tsO837QZ+6Mu5v26w7ztlt1p3qOut918Ee1fq04/F51qBiKcAQQAAACQPAEQAAAA\\\n", + "QOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAA\\\n", + "AEDiBEAAAAAAiRMAAQAAACROAAQAAACQuHP9LgAAAI7Xez2avt1073aYt91h93/UftaxfOux3+2w\\\n", + "2nbj7/zT9vM+PeJyz/1B++W2eyneaT9r25f5l1sdZu7CP2izD75pM99vOiz32yOORUT8qs3YP+5i\\\n", + "3l91+H1oN+9mu33wt+2X23aDj+PP1sO+L0REfH0M64XTwxlAAAAAAIkTAAEAAAAkTgAEAAAAkDgB\\\n", + "EAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4\\\n", + "ARAAAABA4gRAAAAAAIk71+8CAADgeOUPOf2/O+B0f9xm7N0O877XeqjYYdZ2i/7dDvO2G5/pMO//\\\n", + "cMTldvoL4zttxjq9jG2Xfdj9fky+bTP2TYd5f33E5UZE/OqIYxER5S7mbTd+oc0+WOu0f75uM9bp\\\n", + "hfxXHcYjjvbz8ZdHmAdOL2cAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAA\\\n", + "AJA4ARAAAABA4gRAA+T69eu7HtdqtVheXo5KpRLLy8vRaDQONAYAHA+9GQA4Kef6XQAno1wux+rq\\\n", + "6q7n5ubmYm1tLSIiisVi3LhxIx4+fLjv2Pz8fDx48OBkiwaAhOnNAMBJcgbQAGg0GpHP52NkZKT5\\\n", + "XLVajXw+33w8PDwclUql5Vi5XD65ggEgcXozAHDSBEADoFwux+Tk5K7narXaroPOiIh8Ph/r6+st\\\n", + "x549e9bzWgFgEOjNAMBJEwAlrlKpRKlU2vP81tZWy3levnzZy5IAYKDpzQBAP7gG0Bm0srISGxsb\\\n", + "LcdLpVJMT0/H5uZm5PP5OH/+/J5pLly4EPV6fddzW1tbkcvlIp/P7zvW2k93/P9iRIx13ggAiIiI\\\n", + "zYh40e8iuqY3A5CONHozewmAzqD5+fkDTVetVmNra6t5wch6vR6fffZZTE9PR6FQ2PfA8dKlS/H6\\\n", + "9euWY/v7wYFrB4DdxmJ3OPHzfhXSFb0ZgHSk0ZvZSwCUsKtXr+56vLi4GDdu3Nh32lqt1jwdfb9r\\\n", + "Eux3qjoAcDh6MwDQLwKgAdBoNOLevXuRy+XiJz/5SVy9ejXGxsZiZWUllpeXo1AoxJMnT2JlZaU5\\\n", + "T7sxAKA7ejMAcNJyWZZl/S6CsyuXy0XE7X6XAUAybodDk+7ozRER3z3k9O8dcLo/bjP27tHXUeww\\\n", + "a7tF/26HeduNz3Qxb7uxTh8xf6fNWKeX8TR+fP1tm7FvOsz76yMuNyLiV0cci4godzFvu/F227vW\\\n", + "Ybnx9REXHBHxrzotvMPyW/nLI8yTIr05FafxLRQAALrw6pDT/2H3y/3P/mH7WduFHu93WG2PQpz/\\\n", + "+Mr/03bW34m/azn2nTbJRbv5IiKKbZKAd+I3bedtN/5Ox8Tk6H7T5s+m38Q7RxqLiFhrk/79XfxO\\\n", + "23l/3eaHqtO8/++l/7z1YK/Co3qbsYiIX7cJSf/DVx1m/n6H8YiDhUSQNreBBwAAAEicAAgAAAAg\\\n", + "cQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAA\\\n", + "IHECIACQ9qGFAAALpElEQVQAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAAS\\\n", + "JwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHHn+l0AAAAcr+8ecvqL\\\n", + "B5zu3dZD/7DDrDNtxv67DvP+buuh8cn/o+2s/yT+Tcux34m/azvvP4p/22beXx9pvoiI77RZ7zvx\\\n", + "m7bzthv/7r//qu28bRf9TvtZ//K/udBmsa1nbjcWEfHr+J2WY/82/lHbef8uvnP0ea+0Xu+/iX/S\\\n", + "dt6Nv/9ftx78VZsZf6/tYiPKbcb+Q6dfsG86jEcc/Pd8p393hHng9HIGEAAAAEDiBEAAAAAAiRMA\\\n", + "AQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkT\\\n", + "AAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJ\\\n", + "EwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgCUuKWlpRgaGop8Ph/FYjHW19eb\\\n", + "Y7VaLZaXl6NSqcTy8nI0Go0DjZ2szT6tt18GaXsHaVsjBmt7B2lbI2wvh6U3nzU/73cBJ+aXP/u/\\\n", + "+l3CifrZk35XcHIGbd8O0u/tG4P2vsxRnet3AfTWxMREvH79et+xubm5WFtbi4iIYrEYN27ciIcP\\\n", + "H+47Nj8/Hw8ePDiZond5ERFjfVhvv7yIwdneFzE42xoxWNv7IgZnWyNsL4elN581P4+IP+x3ESfi\\\n", + "lz/7Mv7BH/2X/S7jxPxsLeKP3u93FSdj0PbtIP3evvEiBut9maNyBtCAqlarkc/nm4+Hh4ejUqm0\\\n", + "HCuXyydeIwAMEr0ZAOglAdAAWF1djUqlErdu3WqeLl6r1WJkZGTXdPl8PtbX11uOPXv27MRqBoCU\\\n", + "6c0AwEnzFbDEFYvFuHz5ckS8OVCcnp6OtbW12NraajnPy5cvD7z8733ve/GLX9zutswOBu07vIO0\\\n", + "vYO0rRGDtb2DtK0Rtvf4fO973+vZsk8Lvfks+p86T/K/dTH+Px6mlt02uhx/2/o//1+a//+Xh67m\\\n", + "7Pnn9w465Ve9LKOF/7uLef90zzM79+1gOMDvbVL0ZjoTAJ1BKysrsbHRup2XSqWYnp6OiGgeYG7/\\\n", + "v1qtxqtXryKfz0e9Xt8139bWVuRyuZZj+/HJIwDozQDA6ScAOoPm5+cPNF21Wo2FhYXmBSO3nT9/\\\n", + "PgqFwr4HjpcuXYrXr1+3HAMA9tKbAYDTzjWAEjY+Ph4//vGPm4/L5XJcv349IiImJyd3TVur1aJU\\\n", + "KnUcAwCOTm8GAPoll2VZ1u8i6J1KpRK1Wi0iIjY2NuLjjz+O8+fPR0TE+vp6lMvlKBQK8eTJkwOP\\\n", + "AQyi69evN2/HHfHmD/DV1dWYnJxsntUxPDzccQz0ZoDjoTfD4QiAAHokxQON9fX1WFtbi3q9Hk+e\\\n", + "PIk7d+7E2NhYRKR90FUul2N2djZev37dfK5YLDa/xtNoNOLGjRvNg9C3x+bn5+PBgwcnX/ghra6u\\\n", + "7np89erViEh73wKDJcX3LL1Zb05t39JDGdB3165d2/V4Y2Mju3v3blYul7O7d+9m9Xr9QGOcLlNT\\\n", + "U83/1+v17Pr1632spnv1ej27f/9+83G5XM7Gx8ebj9/e3p0/12f5tajX69nTp0+z0dHR5nNPnz7N\\\n", + "SqXSrum2x9uNnWZ37tzJVldXsyx7s80791mq+xba0ZvTlNp7lt6sN2+PpbJv6S0XgebUGbSUu1wu\\\n", + "79nmubm55icUxWJx16cXb4+dlU8vBu3TqWq1Gvl8vvl4eHg4yuVyHyvq3sbGRty5c6d5sdupqamo\\\n", + "1Wrx6tWreP78+Z7trVQqEXH2X4tyudx8H9pWq9ViZGRk13P5fD7W19dbjj179uzUXrC3Xq/HJ598\\\n", + "0rzI8PDwcPN9Zr/9l8q+5eD0Zr05hX2b4nuW3vxbenMa+5beEgBxqty9ezcmJibigw8+iEajEdPT\\\n", + "08039xQPvBqNRuTz+V0NKcU39EajEWtra82Dk0qlEqVSKZ4/fx4Rae7bs3ig0cnk5OSun7e1tbUY\\\n", + "HR2N8+fPJ3fQtW37Z/VtrW6/HRHx8uXLXpbUE2tra1EoFGJ1dTVGRkaiWq3GtWvXYmxsLNl9y8Hp\\\n", + "zXpzKvs2xfcsvfm39Oazv2/pPXcB49TYTrk/+OCDiBiMlLtcLu97Z5ejvKGfZtufTm3b+elUqvu2\\\n", + "3UHIWXbx4sXm/+/fvx8rKysRkd5BV0TE5uZm5PP5fS+ye+HChajX67ue29railwuF/l8ft+x06xW\\\n", + "q0W1Wo1SqRTT09OxsLDQPLhOcd9ycHrzG3pzGvv2tL8XH5Xe/Ibe/MZZ3becDGcAcWoMWso9KJ9e\\\n", + "RAzmp1OtDkJSsbKyEj/84Q+bfxSmdtAV8eaPnK2treYfu/V6PT777LOYnp6OQqGw7zZcunQpXr9+\\\n", + "3XLstCoUClEoFJoH1MPDw1Gr1eLFixct999Z3rccnN78ht589vdthN4ccfbfv/VmvZnuCIA4NXam\\\n", + "3OfPn49isRhTU1Px/PnzM3PgtbKyEhsbGy3HtxP8Qfr0YtsgfToVEW0PQs66SqUS4+PjceXKleZz\\\n", + "qR10RcSeawssLi7GjRs39p22Vqs1/2jc78yB/f6gPE0KhcKe57b/wBsfH09u33JwevMbevNvnaZ9\\\n", + "e1h68xtn+f1bb9ab6Y4AiJ476IFXCin39vfoO0nl04uD7tu350n906mIiMuXL+96fBYONA5i+9T/\\\n", + "7e179OhRXLt2re32nsWDrp0ajUbcu3cvcrlc/OQnP4mrV6/G2NhYrKysxPLychQKhXjy5EnzD6eI\\\n", + "aDt2GhUKhRgZGYlGoxHDw8NRr9djfHw8Ll68uOsPxIi09u0g05v30pv15rNKb9abU9q39Fi/b0MG\\\n", + "2zY2NnbdtjLL3tyecXNzM6tWq7tuZ7g9lmVvbuvYauysyOVyux7v3J6NjY1sbm7uQGOnXblcziqV\\\n", + "yq7nUt631Wo1u3v3bvbo0aNsaWkpazQa/S6pKxsbG1kul9v1b2JiojnebntTey1SVKvVsqWlpeY+\\\n", + "2tzcbI7Zt4NLb/4tvTmNfZvae5benDa9meMmAOJUmZqayur1epZlWfby5cusWCzuGtuWyoFXvV7P\\\n", + "7ty5kw0NDWXLy8tZrVbLsizNN/SnT59m1Wq1+fjhw4fN/6e4bwFSoTfrzansW4BBl8uyLOv3WUiw\\\n", + "bXNzM+7duxfvv/9+PHnyJG7evNk8xXF9fT3K5XLztM2PP/64eUp6uzH6r1arxcTExK7nxsfH48sv\\\n", + "v4wI+xbgNNOb06Q3AwweARAAAABA4ob6XQAAAAAAvSUAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAA\\\n", + "AAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAHpgaWkphoaGYmJiIr744otYX1+P8fHxyOfz8ezZ\\\n", + "s36XBwADR28GBl0uy7Ks30UApGhubi4ajUb8xV/8RURE3Lx5M27evBmXLl3qc2UAMJj0ZmCQOQMI\\\n", + "oEcWFxfj8ePH8eLFi4iIqNVqDjABoI/0ZmCQvXP79u3b/S4CIEWFQiH+9E//NP72b/82crlcfPe7\\\n", + "343Jycl+lwUAA0tvBgaZAAigh95777345JNP4uXLl/HjH/84vvOd7/S7JAAYaHozMKh8BQygh7av\\\n", + "NZDL5eL8+fP9LgcABp7eDAyqc/0uACBlw8PDsbCwEHNzc/0uBQAIvRkYXM4AAjgBV65c6XcJAMAO\\\n", + "ejMwaJwBBNADU1NT8cMf/jBGRkZidna23+UAwMDTm4FB5wwggB54//334969e9FoNOKDDz7odzkA\\\n", + "MPD0ZmDQ5bIsy/pdBAAAAAC94wwgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmA\\\n", + "AAAAABInAAIAAABInAAIAAAAIHECIAAAAIDE/X9CEIPURh5fSAAAAABJRU5ErkJggg==\\\n", + "\"\n", + " frames[5] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABIAAAAFoCAYAAAAvh4ASAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\\\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3U9sm3maJ/aHKtf0VIC1JHqw2U1vEuvPBAskQNuSqnex\\\n", + "c5hpy1Syh7mUbVUfcglgSb7vVMtdJy8SYMpW771s9Z4ml7ElzGEPwZTJ6u4Au8lCMuXGboAgZVFO\\\n", + "FoPGLKYk0gNMdU9V+92DQ7ZkiaQkiqL04+cDGDD5e/88L1+Jz6svX75vLsuyLAAAAABI1kCvCwAA\\\n", + "AACguwRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQ\\\n", + "AAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgB\\\n", + "EAAAAEDiBEAAAAAAiRMAAefagwcPYmBgIAYGBmJ8fLzx/3w+3/j/wMBAvHr1qteldtXS0lJj++/e\\\n", + "vXuoeRYWFhqv0/Pnz7tcIcD58+jRoz29ZXx8PKampvY8NzBwtMPpUqm077lyuRzDw8On+l58UB1H\\\n", + "cZy+001npQ8e5nVttr873SfHdVZ+Jjvx4MGDmJmZafyr1Wq9LgnOJAEQcK59+eWXkcvlolwux4sX\\\n", + "L2J+fj4iIj7//PN4/fp14/H29nYvy+y6jz76KF68eBEREblc7lDzPHz4MJ48edLNsgDOtfn5+Xjx\\\n", + "4kUMDg5GLpeLFy9exPr6erx48SJev34dP/jBDyIijvQhw/379/f9cTo0NBS/8zu/c6K1H6eOozhO\\\n", + "3+mms9IHD/O6Ntvfne6T4zorP5PHVSgU4smTJ/HZZ5/FZ599Fmtra3Hr1q1elwVn0oVeFwDQiWq1\\\n", + "Gj/4wQ/iypUrERGRZdme8U8//TQeP34c1Wq1F+WdeW+/XgDsl8/nDwx5Pvnkk3j06FFsb2/HxYsX\\\n", + "D7WsYrG4L6AYHR2NL7744kRqPayD6uhHJ90HD/O6NtvfvdonZ+Vn8jhWVlaiVCpFuVxuPFer1WJn\\\n", + "Z6eHVcHZ5Qwg4Fzb2dmJDz/8sOU0169fP6VqAOgHi4uLsbq6GhERs7Ozh/6QYWFhISJ6H76flTpS\\\n", + "08nr2qt9ct5/Fv74j/84xsbGGh8ERrwJhZaXl3tYFZxdAiDgXCsUCnua/kEWFhZicHAwFhcXG9dr\\\n", + "2NraigcPHsTY2FgsLS3F3bt3910vaHJysun1HRYXF2NqaipmZmbizp07Tde9uLgYw8PDMTAwEKur\\\n", + "q41l1r+fXr++RD6fj6WlpQPnn5mZiampqQOvabC4uBj5fD5+93d/N4rFYtMaDlMrAO1tbm7G8vJy\\\n", + "44yJTz/9dE8fKhaLjffc2dnZmJqaio2Njbh7927jWiu3bt2KmZmZKJVKcefOncZ1aD7//POI6Kx3\\\n", + "VKvVxvLr1yyqh1UR0bSOunY94zB95+3pU+iDnb6udbuvO7R7fx9nn7Q6rumk5t0/k29vQ7P98eDB\\\n", + "g8Z+LpVKUSgUYmBgIKampmJra+tYr/lhbGxsxMTExJ7nPvjgg7bHhtC3MoCEzM/PZ7lcLtvY2Dhw\\\n", + "fGVlJcvlctni4mJWqVSysbGxbHx8PMuyLHv06FGWy+WyWq3WmP7BgwdZLpfbt46pqanG41u3bmWF\\\n", + "QqFpTfV1jo+PZ1tbW1m5XM5yuVw2PDyczc7OZrVarbGeYrHYmO/mzZvZzMxM4/Hk5GS2sLCwb1u3\\\n", + "trayLMuy69evZ7lcLrt79+6ha3369GnL1wuALBsdHc1yuVw2NjaW5XK5LJfLZaurqwdOOzY21ugj\\\n", + "lUplz3vsQX0my7KsWCxmuVwuK5VKjeeO2zuuX7++531+cXFxXx9rVke7nnGYvnOQFPpgJ6/r2w7a\\\n", + "38fdJ62Oazqp+aAa2+2Pei3Dw8NZqVTKqtVqNjk5mQ0PD7d8PbIsy3Z2dlr+O8jm5mZj2x8+fJhN\\\n", + "Tk5mY2Nj2eLiYtv1Qb9yBhDQV7L//xTnra2tGBkZiSdPnjQuAJkdcPrz289VKpVYXl5unDId8eb0\\\n", + "/2Kx2PQTrsHBwYh486nZ5cuX4+rVq3Hjxo2o1WqxvLwcFy9ejI8++igiovHpZaVSidXV1T3r+fDD\\\n", + "D+PRo0fx6tWrqFarjTouX74cEW8+fTtsrS9fvmz7WgHwG/WLQG9ubsbQ0FDT6SqVSjx9+jQiIkZG\\\n", + "RuL+/fuN6Q/qMxERw8PD+547Tu+oL2v39VympqYiIva87x9UR7uecZi+00wKffC4r2uzZb3tOPtk\\\n", + "93wHHdd0UvPbNbbbH7uX9fHHH8e1a9dicHAwFhYWolqttny9y+Vy5PP5pv/ef//9A+erVCoR8eYr\\\n", + "X69evYqVlZVYXFyMBw8eOOMZmnARaKAvFQqFiIi4evXqkearX2SwfnHpiDd3GBsbG2scfDVTP/Cq\\\n", + "GxoaanrR0Pp6RkdHG8/Vay0Wi42D3bGxscb42+tuVWulUmksA4DDGxkZidnZ2cbjSqUSGxsbcePG\\\n", + "jYh4c925+h2IJiYm4sMPP+zo/fYovSMi4vHjx1Gr1WJlZSWKxWKsr69HRLS9TlG7nlEPsVr1nZPc\\\n", + "lrPWB4/7unbiKPUfdFxzkjW32x8ffPBB4/ndX8k6KOx628TERMuvE+bz+ZbPDw8Pxx/90R9FRMTc\\\n", + "3Fw8efIkHj16FJ9++mnbdUO/EQABfentg9Bmvvzyyz2P67eTf/DgQVy7dq2jGpod0OxeT7vx3Z9C\\\n", + "v/2J9EnWCsBvLCwsNN5zV1ZW9pxl8eTJkygWi/H06dN4/PhxLC4uxtDQUMzNze1bTrlc3nf9knZa\\\n", + "9Y56PXfv3m38e/bsWdtbYpfL5bY9o/4Hequ+c1TnqQ8e93U96v7dPe9R6j/ouOYka263P3bbHRId\\\n", + "1nFep/p63t72ehD48uVLH3bBW3wFDOhLBx20HnQgWi6X9xzY109Dfvbs2Z7pVlZWTvQih/U7l21u\\\n", + "bjaeq5/qfP369cbBzosXL/aN19Wn6XatAP3m6tWrjT8y//RP/7RxlkO5XI6bN2/GjRs34tNPP43t\\\n", + "7e2Yn59vfCXs7T4zPz9/onVVKpWYnZ2Nu3fvxu3bt+Py5cv7PshoVke7/lYfb9V3TtJZ6oOdvK6H\\\n", + "dZx9stvbxzUnXXO7/dGJ434FbGhoKCYmJmJtbW3P89vb25HL5YQ/cAABEJCU+idUBx3k7HbQd97r\\\n", + "nyTVD9TL5XI8e/YssixrHGhdvXo1rl+/HouLi7GxsdGY7pNPPml6Knz9VOu313lQjfVpRkdH4+bN\\\n", + "m/Hw4cPG2MOHD2NhYSEuXrwYQ0NDcfPmzVhZWYlarRYREffv34+IiJ2dnYh482naYWtt93oB9LNm\\\n", + "Zz/84Ac/iI2NjT1/RJdKpT13WhodHY3vfve7EfGbP9KfPn0axWKx8fWl+vJ394nj9I76PPWv+lQq\\\n", + "lcZ1cXb/4X5QHe362+DgYNu+08x574OdvK4HOWh/H2efHPS6nVTNb9fYbn/sdtDPQ6ufkfpXwJr9\\\n", + "q1/T6CD379+PcrnceH3q1yraXSewy2lecRqgW548edK4O8vAwEA2PDy8564ZWfbmThdjY2PZwMBA\\\n", + "Njk5mT169Gjfch48eJCNjY1lhUIhW1xcbNyVJJ/P77njy8LCQjY8PJwNDw9nMzMzTe/4Ua9rYGAg\\\n", + "m5qayorFYrawsNCoc2ZmJiuXy9n169ezgYGBLJ/P77l7yeLiYlYoFLLJyckD77KysLCQjY2NZTMz\\\n", + "M427bwwMDGSzs7Nta91d2/j4eNM72gD0q4cPHzbeJ+u9pX6nofrdwAYGBhp3SiqXy9nMzMye9+47\\\n", + "d+7sWeatW7eyXC6XTU1NZbVabd978crKSraysnLs3rG4uJgNDw9nY2NjjTtsFQqFLJ/P77mj09t1\\\n", + "1LXrb4fpO7ul0gc7fV0Pej3eXudR98nun8+DjmuOW3OrGpvtj4P28+7jrvpz3VAsFrNCodCoa3l5\\\n", + "uSvrgRTksuyQl6unr9TT84mJiSiXyzE/P9+4gwMAcPr0ZgCgEwIgDjQ1NdU4ZbRWq8Xc3Fzj7gMA\\\n", + "wOnTmwGATrgGEPvUL8RWNzg42PLWjABAd+nNAECnBEDsU6lU9t1JIJ/Px/Pnz3tUEQD0N70ZAOiU\\\n", + "AIh9mt3pAgDoDb0ZAOjUhV4XwNlz6dKlxq0j65odeOZyfy8i/vIUqgKgH3znO99xVssBjtab/4uI\\\n", + "+MUpVAVAP9Cb0yEAYp/R0dEDDyqvXLlywNR/GRH3uljNTyLie11c/lnTT9vbT9sa0V/b20/bGmF7\\\n", + "T9bPf36va8s+z47Wm38REf+ii9X8eUT8911c/lmT8vZ+89bjpxFR2PX4q1OspRdSfv9+763Hb+/b\\\n", + "1P8MTPn39iDd3d6f//yfdW3ZnC5fAWOfq1ev7nlcqVSiUCg0mRoA6Da9GQDoVOrRL8e0vLwcS0tL\\\n", + "MTo6Gmtra7G8vNzrkgCgr+nNAEAnclmWZb0ugvMrl8tFd78CthURI11c/lnTT9vbT9sa0V/b20/b\\\n", + "GmF7T9q9cGjSmTe9uZtfAXsREeNdXP5Zk/L2vv0VsM2IGNv1OPWvgKX8/v32V8De3repnweQ8u/t\\\n", + "Qbq9vf9Mb06Er4BxxqXalJvpp+3tp22N6K/t7adtjbC99J9++qMqor+2d6z9JEnpp/ezftu3/fR7\\\n", + "G9F/28txCYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBx\\\n", + "AiAAAACAxF3odQEAAJy0/7zXBXBmvOh1AfTEVx3MO35iVQBnizOAAAAAABInAAIAAABInAAIAAAA\\\n", + "IHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAA\\\n", + "ACBxAiAAAACAxAmAAAAAABJ3odcFAABw0i73ugBOVLHXBdBXXnQw7/UTqwI4ec4AAgAAAEicAAgA\\\n", + "AAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAI\\\n", + "AAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEjchV4XAADASXvZ6wKAvvSy1wUALTgDCAAAACBxAiAA\\\n", + "AACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAKhPFAqFfc9V\\\n", + "KpVYWlqKUqkUS0tLUavVDjUGAHRObwYATlMuy7Ks10XQPaVSKTY3N+POnTvx+vXrPWNTU1Oxvr4e\\\n", + "ERG1Wi1u374dT548OXBsbm4uHj9+vG/5uVwuIu51dRsA6Cf3IvVDk9Ppzf9rdzeCU/ai1wXAIY33\\\n", + "ugC64n9Mvjf3C2cAJW56ejrm5+f3PV8ulyOfzzceDw4ORqlUajpWLBa7XywA9AG9GQDoBQFQn6pU\\\n", + "KjE0NLTnuXw+HxsbG03Hnj9/fpolAkBf0ZsBgG4SAPWp7e3tpmM7OzunWAkAEKE3AwDddaHXBXB0\\\n", + "y8vLsbm52XS8UCjE9PR0y2VcunQpqtXqnue2t7cjl8tFPp8/cKy5n+z6/+WIGGm5bkjBvS5e+6qb\\\n", + "y4azZysiXva6iI6dvd78v+/6/2RETLVcN6fBV/boB3/RwbzXT6wKOrUeEc96XQRdIAA6h+bm5jpe\\\n", + "xujo6IEHjleuXInXr183HTvY9zquB4B+NRJ7Pzj4Wa8K6cjZ680LHdcDQL+air0fHDzqVSGcMF8B\\\n", + "61NXr17d87hSqTRuRzsxMdF0DADoDr0ZAOgmZwAlbmNjI54+fRq5XC7u3r275xT05eXlWFpaitHR\\\n", + "0VhbW4vl5eXGfK3GAIDj05sBgF7IZVmW9boIzq9cLhfheiX0IdcAgm65Fw5NOvOmN7t2w9nTyTWA\\\n", + "vjqxKqC73utgXtcAOrsm9eZE+AoYAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRA\\\n", + "AAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiLvS6AICz6l7cO3Pr7VVNwHnzl70ugH2+6nUBcAo6\\\n", + "+Tn3vgXd5gwgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABI\\\n", + "nAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMRd6HUBAACctIleF9Bj\\\n", + "xR6ss91h9T9sMfZ/n2QhcEa1+h2IiHjVYuybkyzkCK73aL3QHc4AAgAAAEicAAgAAAAgcQIgAAAA\\\n", + "gMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAA\\\n", + "AIDECYAAAAAAEicAAgAAAEjchV4XAHBW3Yt7xxrr5noBDme71wV04CQOT797xOmLJ7DOdt49hXXA\\\n", + "WfbXbca/7vL6rx9jnlcdrvObDueHk+UMIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAA\\\n", + "gMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxF3odQF018bGRqyvr0e1Wo21tbW4f/9+jIyM\\\n", + "REREpVKJ1dXVmJiYiHK5HPPz8zE4ONh2DAA4Pr0ZAOgFAVDCarVarK+vx9zcXERElEqlKBQK8eLF\\\n", + "i4iImJ2djfX19YiImJqaitu3b8eTJ08OHJubm4vHjx/3YCsAIB16MwDQK74ClrDNzc24f/9+4/Hk\\\n", + "5GRUKpV49epVlMvlyOfzjbHBwcEolUoREQeOFYvF0yscABKlNwMAvSIAStjExMSeg8P19fUYHh6O\\\n", + "ixcvRqVSiaGhoT3T5/P52NjYaDr2/PnzU6kbAFKlNwMAveIrYIm7fPly4/+PHj2K5eXliIjY3t5u\\\n", + "Os/Ozs4R1/KT3WuMiJEjzg/nz7241+sSIBFbEfGy10WcqtPpzf9i1/8nImLyiPMf1rtdWu5p+71D\\\n", + "TtfJWVffdDAvpOCrNuNfd7Ds64eY5q87WP5Z08lrdRjPIqLc5XXQCwKgc2h5eTk2NzebjhcKhZie\\\n", + "nt43z/e///344IMPIiLi0qVLUa1W90yzvb0duVwu8vn8gWPNfe9oGwAADSOx94ODn/WqkI6cvd48\\\n", + "d7QNAICGydj7wcG/7FUhnDAB0DlUv3DkYZVKpRgbG4tr1641nhsdHT3wwPHKlSvx+vXrpmMAwH56\\\n", + "MwBw1rkGUOLqF42sH2CurKxERMTVq1f3TFepVKJQKETEm+sTNBsDADqjNwMAvZDLsizrdRF0R6VS\\\n", + "ifHx8T3PjY2NxRdffBERERsbG1EsFmN0dDTW1tbi448/josXL7Yd2y2Xy0W4FgoAJ+ZepHxocnq9\\\n", + "+f/s+ra8kco1gA57Unwn1wBq9Vq1+jofpCLfZrzb1wBK6Tpc3b4G0Nv+cdK9uZ8IgOiIAAiAk5V2\\\n", + "AHQaBEDHIQCC7hMAnRwBEMfjK2AAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwAB\\\n", + "AAAAJE4ABAAAAJA4ARAAAABA4i70ugAAAE7aV+d4Pe+ewDKOeoj79SGna7W97er+5pDrgFR18n7R\\\n", + "7ne0W+95nf7eHva9BU6HM4AAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAA\\\n", + "SJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInACoR8bHx+Pzzz9vPH706FGMj4/HO++808Oq\\\n", + "AKB/6c0AQMoEQD3y5ZdfxvXr1+PDDz+MV69exfz8fHzxxRcxMjLS69IAoC/pzQBAygRAPVIoFOKz\\\n", + "zz6L9fX1GBkZiT/7sz+LXC4XExMTvS4NAPqS3gwApOxCrwvoV5VKJa5fvx6bm5uxuLgYN27ciEKh\\\n", + "0OuyAKBvpdWbf3ZK6/m9U1rPUX19xOnfPYV1tlrH32kz718fsRbolVY/y9+0mfeov7dHWXanyz+u\\\n", + "w9R1HP+6S8sldc4A6pFyuRwffvhhPH/+PO7fvx/r6+vxV3/1V/H06dNelwYAfUlvBgBS5gygHtne\\\n", + "3o7t7e24dOlSRERMTEzEs2fP4tGjRz2uDAD6k94MAKRMANQjQ0NDMTQ0tO/5+fn5HlQDAOjNAEDK\\\n", + "fAUMAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAA\\\n", + "SJwACAAAACBxAiAAAACAxF3odQEAAJxX/7rXBTTx+11a7vUWY8UurTMiIt9ibLuL64WDtPp5/LpL\\\n", + "62z1uxcR8U2X1vuzLi0XesMZQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEA\\\n", + "AAAkTgAEAAAAkDgBEAAAAEDiLvS6ALqrXC7Hzs5OVKvVePr0aSwuLsbIyEhERFQqlVhdXY2JiYko\\\n", + "l8sxPz8fg4ODbccAgOPTmwGAXhAAJe769evx8uXLuHjxYmxvb8etW7difX09IiJmZ2cb/5+amorb\\\n", + "t2/HkydPDhybm5uLx48f92YjACAhejMA0Au+Apa4+gFmRMTw8HDkcrmIePPpYz6fb0w3ODgYpVKp\\\n", + "6VixWDzFqgEgXXozANALAqDE1Q8wIyIePXoU9+/fj4g3p5EPDQ3tmTafz8fGxkbTsefPn3e/YABI\\\n", + "nN4MAPSCr4D1ga2trVhZWYmZmZm4du1aRERsb283nX5nZ+eIa/jJrv9fjoiRo5YIQN/aioiXvS7i\\\n", + "1OnNAJxd/dmb+4EA6BxaXl6Ozc3NpuOFQiGmp6cbj0dGRuKjjz6K1dXVmJmZic8++yzy+XxUq9U9\\\n", + "821vb0cul2s61tz3jrUdAPAmmNgdTvysV4V0RG8+a476c3T9BNb5T9uMtzrsblfvey3G/us2877b\\\n", + "YuxFm3lJ13iLsa/bzPvNMdfZ7ves1XLb1XQY57O/9EYavZn9BEDn0Nzc3KGmq98t5KOPPoqIiOnp\\\n", + "6bh161a8fPkyxsbGDjxwvHLlSrx+/brpGACwn94MAJx1AqCEbW1txZdfftl4XKlUYnh4OC5fvhyX\\\n", + "L1/eM22lUolCoRARERMTE03HAIDj05sBgF4RACVseno6qtVqLC8vRz6fj6dPnzbuJhLx5nT1paWl\\\n", + "GB0djbW1tVheXj7UGABwPHozANAruSzLsl4Xwfn15ta193pdBgDJuBcOTTqjNx/HYa8B1Oqz01bX\\\n", + "2mk3byfXAGr3ea5rAHGQbl0D6KsWY7/fwXJP4rpExUNMw8H05lS4DTwAAABA4gRAAAAAAIkTAAEA\\\n", + "AAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIu9LoAAADorcMe\\\n", + "Er/XYuzdDtbxh11cb6t5f9ql9bZbbqt52+2Lv24z3gt/p8XYN23m/brF2B90MO9XbeZttex28x53\\\n", + "va3mi2j9WrX7uWhXMxDhDCAAAACA5AmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAA\\\n", + "EicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxF3odQEA\\\n", + "AHCy3uvS9K2me7fNvK0Ou/+z1rOO5JuP/Xab1bYaf+eftp732TGXe+H3Wi+31UvxTutZW77Mv9hu\\\n", + "M3MH/n6LffB1i/l+3Wa53xxzLCLily3G/nEH8/6yze9Dq3m3Wu2Dv2m93JYbfBJ/th71fSEi4qsT\\\n", + "WC+cHc4AAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmA\\\n", + "AAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEjchV4XAAAAJyt/xOn/3SGn\\\n", + "+8MWY++2mfe95kNTbWZttejfbjNvq/Hrbeb9n4653HZ/YXyrxVi7l7Hlso+630/INy3Gvm4z76+O\\\n", + "udyIiF8ecywiotjBvK3GL7XYB+vt9s9XLcbavZD/qs14xPF+Pv7iGPPA2eUMIAAAAIDECYAAAAAA\\\n", + "EicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwAqI/cunVrz+NKpRJLS0tRKpVi\\\n", + "aWkparXaocYAgJOhNwMAp+VCrwvgdBSLxVhdXd3z3OzsbKyvr0dExNTUVNy+fTuePHly4Njc3Fw8\\\n", + "fvz4dIsGgITpzQDAaXIGUB+o1WqRz+djaGio8Vy5XI58Pt94PDg4GKVSqelYsVg8vYIBIHF6MwBw\\\n", + "2gRAfaBYLMbExMSe5yqVyp6DzoiIfD4fGxsbTceeP3/e9VoBoB/ozQDAaRMAJa5UKkWhUNj3/Pb2\\\n", + "dtN5dnZ2ulkSAPQ1vRkA6AXXADqHlpeXY3Nzs+l4oVCI6enp2Nrainw+HxcvXtw3zaVLl6Jare55\\\n", + "bnt7O3K5XOTz+QPHmvvJrv9fjoiR9hsBABERsRURL3tdRMf0ZgDSkUZvZj8B0Dk0Nzd3qOnK5XJs\\\n", + "b283LhhZrVbjxz/+cUxPT8fo6OiBB45XrlyJ169fNx072PcOXTsA7DUSe8OJn/WqkI7ozQCkI43e\\\n", + "zH4CoITduHFjz+OFhYW4ffv2gdNWKpXG6egHXZPgoFPVAYCj0ZsBgF4RAPWBWq0WDx8+jFwuFz/6\\\n", + "0Y/ixo0bMTIyEsvLy7G0tBSjo6OxtrYWy8vLjXlajQEAndGbAYDTlsuyLOt1EZxfuVwuIu71ugwA\\\n", + "knEvHJp0Rm+OiPj2Ead/75DT/WGLsXePv46pNrO2WvRvt5m31fj1DuZtNdbuI+ZvtRhr9zKexY+v\\\n", + "v2kx9nWbeX91zOVGRPzymGMREcUO5m013mp719ssN7465oIjIv5Vu4W3WX4zf3GMeVKkN6fiLL6F\\\n", + "AgBAB14dcfrf73y5/+U/aD1rq9Dj/Tar7VKI83ev/X8tZ/2t+NumY99qkVy0mi8iYqpFEvBO/Lrl\\\n", + "vK3G32mbmBzfr1v82fTreOdYYxER6y3Sv7+N32o5769a/FC1m/c/Xvmvmg92KzyqthiLiPhVi5D0\\\n", + "P3zZZubvthmPOFxIBGlzG3gAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAA\\\n", + "EicAAgBFctlKAAALwUlEQVQAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBx\\\n", + "AiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAg\\\n", + "cQIgAAAAgMQJgAAAAAASd6HXBQAAwMn69hGnv3zI6d5tPvQP2sx6vcXY/9Bm3t9uPjQ28X+1nPWf\\\n", + "xL9pOvZb8bct5/1H8W9bzPurY80XEfGtFut9J37dct5W49/+91+2nLflot9pPetf/HeXWiy2+cyt\\\n", + "xiIifhW/1XTs38Y/ajnv38a3jj/vtebr/TfxT1rOu/n3/tvmg79sMePvtFxsRLHF2H9o9wv2dZvx\\\n", + "iMP/nu/2744xD5xdzgACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHEC\\\n", + "IAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBx\\\n", + "AiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAg\\\n", + "cQIgAAAAgMQJgBK3uLgYAwMDkc/nY2pqKjY2NhpjlUollpaWolQqxdLSUtRqtUONna6tHq23V/pp\\\n", + "e/tpWyP6a3v7aVsjbC9HpTefNz/rdQGn5hc//X96XcKp+ularys4Pf22b/vp9/aNfntf5rgu9LoA\\\n", + "umt8fDxev3594Njs7Gysr69HRMTU1FTcvn07njx5cuDY3NxcPH78+HSK3uNlRIz0YL298jL6Z3tf\\\n", + "Rv9sa0R/be/L6J9tjbC9HJXefN78LCJ+v9dFnIpf/PSL+Pt/8N/0uoxT89P1iD94v9dVnI5+27f9\\\n", + "9Hv7xsvor/dljssZQH2qXC5HPp9vPB4cHIxSqdR0rFgsnnqNANBP9GYAoJsEQH1gdXU1SqVS3L17\\\n", + "t3G6eKVSiaGhoT3T5fP52NjYaDr2/PnzU6sZAFKmNwMAp81XwBI3NTUVV69ejYg3B4rT09Oxvr4e\\\n", + "29vbTefZ2dk59PK/853vxM9/fq/TMtvot+/w9tP29tO2RvTX9vbTtkbY3pPzne98p2vLPiv05vPo\\\n", + "f2k/yf/Rwfj/fJRa9trscPxtG//8f2v8/18euZrz558/POyUX3azjCb+3w7m/ZN9z+zet/3hEL+3\\\n", + "SdGbaU8AdA4tLy/H5mbzdl4oFGJ6ejoionGAWf9/uVyOV69eRT6fj2q1ume+7e3tyOVyTccO4pNH\\\n", + "ANCbAYCzTwB0Ds3NzR1qunK5HPPz840LRtZdvHgxRkdHDzxwvHLlSrx+/brpGACwn94MAJx1rgGU\\\n", + "sLGxsfjhD3/YeFwsFuPWrVsRETExMbFn2kqlEoVCoe0YAHB8ejMA0Cu5LMuyXhdB95RKpahUKhER\\\n", + "sbm5GR9//HFcvHgxIiI2NjaiWCzG6OhorK2tHXoMoB/dunWrcTvuiDd/gK+ursbExETjrI7BwcG2\\\n", + "Y6A3A5wMvRmORgAE0CUpHmhsbGzE+vp6VKvVWFtbi/v378fIyEhEpH3QVSwWY2ZmJl6/ft14bmpq\\\n", + "qvE1nlqtFrdv324chL49Njc3F48fPz79wo9odXV1z+MbN25ERNr7FugvKb5n6c16c2r7li7KgJ67\\\n", + "efPmnsebm5vZgwcPsmKxmD148CCrVquHGuNsmZycbPy/Wq1mt27d6mE1natWq9mjR48aj4vFYjY2\\\n", + "NtZ4/Pb27v65Ps+vRbVazZ49e5YNDw83nnv27FlWKBT2TFcfbzV2lt2/fz9bXV3NsuzNNu/eZ6nu\\\n", + "W2hFb05Tau9ZerPeXB9LZd/SXS4CzZnTbyl3sVjct82zs7ONTyimpqb2fHrx9th5+fSi3z6dKpfL\\\n", + "kc/nG48HBwejWCz2sKLObW5uxv379xsXu52cnIxKpRKvXr2KFy9e7NveUqkUEef/tSgWi433obpK\\\n", + "pRJDQ0N7nsvn87GxsdF07Pnz52f2gr3VajU++eSTxkWGBwcHG+8zB+2/VPYth6c3680p7NsU37P0\\\n", + "5t/Qm9PYt3SXAIgz5cGDBzE+Ph4ffPBB1Gq1mJ6ebry5p3jgVavVIp/P72lIKb6h12q1WF9fbxyc\\\n", + "lEqlKBQK8eLFi4hIc9+exwONdiYmJvb8vK2vr8fw8HBcvHgxuYOuuvrP6tua3X47ImJnZ6ebJXXF\\\n", + "+vp6jI6OxurqagwNDUW5XI6bN2/GyMhIsvuWw9Ob9eZU9m2K71l682/ozed/39J97gLGmVFPuT/4\\\n", + "4IOI6I+Uu1gsHnhnl+O8oZ9l9U+n6nZ/OpXqvm11EHKeXb58ufH/R48exfLyckSkd9AVEbG1tRX5\\\n", + "fP7Ai+xeunQpqtXqnue2t7cjl8tFPp8/cOwsq1QqUS6Xo1AoxPT0dMzPzzcOrlPctxye3vyG3pzG\\\n", + "vj3r78XHpTe/oTe/cV73LafDGUCcGf2WcvfLpxcR/fnpVLODkFQsLy/H97///cYfhakddEW8+SNn\\\n", + "e3u78cdutVqNH//4xzE9PR2jo6MHbsOVK1fi9evXTcfOqtHR0RgdHW0cUA8ODkalUomXL1823X/n\\\n", + "ed9yeHrzG3rz+d+3EXpzxPl//9ab9WY6IwDizNidcl+8eDGmpqZicnIyXrx4cW4OvJaXl2Nzc7Pp\\\n", + "eD3B76dPL+r66dOpiGh5EHLelUqlGBsbi2vXrjWeS+2gKyL2XVtgYWEhbt++feC0lUql8UfjQWcO\\\n", + "HPQH5VkyOjq677n6H3hjY2PJ7VsOT29+Q2/+jbO0b49Kb37jPL9/6816M50RANF1hz3wSiHlrn+P\\\n", + "vp1UPr047L59e57UP52KiLh69eqex+fhQOMw6qf+17dvZWUlbt682XJ7z+NB1261Wi0ePnwYuVwu\\\n", + "fvSjH8WNGzdiZGQklpeXY2lpKUZHR2Ntba3xh1NEtBw7i0ZHR2NoaChqtVoMDg5GtVqNsbGxuHz5\\\n", + "8p4/ECPS2rf9TG/eT2/Wm88rvVlvTmnf0mW9vg0Z1G1ubu65bWWWvbk949bWVlYul/fczrA+lmVv\\\n", + "buvYbOy8yOVyex7v3p7Nzc1sdnb2UGNnXbFYzEql0p7nUt635XI5e/DgQbayspItLi5mtVqt1yV1\\\n", + "ZHNzM8vlcnv+jY+PN8ZbbW9qr0WKKpVKtri42NhHW1tbjTH7tn/pzb+hN6exb1N7z9Kb06Y3c9IE\\\n", + "QJwpk5OTWbVazbIsy3Z2drKpqak9Y3WpHHhVq9Xs/v372cDAQLa0tJRVKpUsy9J8Q3/27FlWLpcb\\\n", + "j588edL4f4r7FiAVerPenMq+Beh3uSzLsl6fhQR1W1tb8fDhw3j//fdjbW0t7ty50zjFcWNjI4rF\\\n", + "YuO0zY8//rhxSnqrMXqvUqnE+Pj4nufGxsbiiy++iAj7FuAs05vTpDcD9B8BEAAAAEDiBnpdAAAA\\\n", + "AADdJQACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAA\\\n", + "umBxcTEGBgZifHw8Pv/889jY2IixsbHI5/Px/PnzXpcHAH1Hbwb6XS7LsqzXRQCkaHZ2Nmq1Wvz5\\\n", + "n/95RETcuXMn7ty5E1euXOlxZQDQn/RmoJ85AwigSxYWFuLp06fx8uXLiIioVCoOMAGgh/RmoJ+9\\\n", + "c+/evXu9LgIgRaOjo/Enf/In8Td/8zeRy+Xi29/+dkxMTPS6LADoW3oz0M8EQABd9N5778Unn3wS\\\n", + "Ozs78cMf/jC+9a1v9bokAOhrejPQr3wFDKCL6tcayOVycfHixV6XAwB9T28G+tWFXhcAkLLBwcGY\\\n", + "n5+P2dnZXpcCAITeDPQvZwABnIJr1671ugQAYBe9Geg3zgAC6ILJycn4/ve/H0NDQzEzM9PrcgCg\\\n", + "7+nNQL9zBhBAF7z//vvx8OHDqNVq8cEHH/S6HADoe3oz0O9yWZZlvS4CAAAAgO5xBhAAAABA4gRA\\\n", + "AAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOL+\\\n", + "E8ONmhUllKTyAAAAAElFTkSuQmCC\\\n", + "\"\n", + " frames[6] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABIAAAAFoCAYAAAAvh4ASAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\\\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3U9sm3maJ/aHKlf3dIDoD6szO0hnE+tPI5ggQNmyqgeY\\\n", + "QdDbJVOZOUwOZVtVQK6W5AC5Larlrrl4T1OWOtekbPUhwFzStoU5bICdbpPV3UlmgVnLlHsRZLAo\\\n", + "i/IGu9idRpdEeoGp6a5qv3vwiCVaIimJoij9+PkAAkT++L7v8/KV+Lz88uX75rIsywIAAACAZA30\\\n", + "ugAAAAAAuksABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAA\\\n", + "iRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAA\\\n", + "AIkTAAEAAAAkTgAEAAAAkDgBEHCmLS0txcDAQAwMDMTExET993w+X/99YGAgnj9/3utSu2p5ebm+\\\n", + "/jdv3jzQNAsLC/Xn6cmTJ12uEODsuXv3bkNvmZiYiKmpqYb7BgYOtztdKpX23Fcul2NkZOREX4v3\\\n", + "q+MwjtJ3uum09MGDPK/Ntnen2+SoTsvf5FFcu3at4X/xqP+X0C/8ZwBn2qeffhq5XC7K5XI8ffo0\\\n", + "5ufnIyLi448/jhcvXtRvb21t9bLMrnv//ffj6dOnERGRy+UONM2dO3fi/v373SwL4Eybn5+Pp0+f\\\n", + "xtDQUORyuXj69Gmsra3F06dP48WLF/Hd7343IuJQHzLcvn07arVaw33Dw8Px9a9//VhrP0odh3GU\\\n", + "vtNNp6UPHuR5bba9O90mR3Va/iaPYnNzM65duxZLS0v1n6tXr8a1a9d6XRqcSud6XQBAJ6rVanz3\\\n", + "u9+NCxcuRERElmUN4x999FHcu3cvqtVqL8o79V59vgDYK5/P7xvyfPjhh3H37t3Y2tqKwcHBA82r\\\n", + "WCzuCSjGxsbik08+OZZaD2q/OvrRcffBgzyvzbZ3r7bJafmbPIpqtRo//OEPG+6bmZmJpaWlHlUE\\\n", + "p5sjgIAzbXt7O959992Wj7l8+fIJVQNAP1hcXIzV1dWIiJidnT3whwwLCwsR0fvw/bTUkZpOntde\\\n", + "bZOz/rcwPj7ecLtSqcTW1lb9g0GgkQAIONMKhULbJr+wsBBDQ0OxuLhY/1745uZmLC0txfj4eCwv\\\n", + "L8fNmzf3nC/o0qVLTb9Hvri4GFNTUzEzMxM3btxouuzFxcUYGRmJgYGBWF1drc9zZmYmarVa/fwS\\\n", + "+Xw+lpeX951+ZmYmpqam9j2nweLiYuTz+fjmN78ZxWKxaQ0HqRWA9jY2NmJlZaV+xMRHH33U0IeK\\\n", + "xWL9NXd2djampqZifX09bt68WT/XyrVr12JmZiZKpVLcuHGjfh6ajz/+OCI66x3VarU+/51zFu2E\\\n", + "VRHRtI4d7XrGQfrOq49PoQ92+rzu2H3eod3b+yjbpNV+TSc17/6bfHUdmm2PpaWl+nYulUpRKBRi\\\n", + "YGAgpqamYnNz80jP+UH86Ec/arh9+/bteO+997q2PDjzMoCEzM/PZ7lcLltfX993/MGDB1kul8sW\\\n", + "FxezSqWSjY+PZxMTE1mWZdndu3ezXC6X1Wq1+uOXlpayXC63ZxlTU1P129euXcsKhULTmnaWOTEx\\\n", + "kW1ubmblcjnL5XLZyMhINjs7m9VqtfpyisVifbqrV69mMzMz9duXLl3KFhYW9qzr5uZmlmVZdvny\\\n", + "5SyXy2U3b948cK0PHz5s+XwBkGVjY2NZLpfLxsfHs1wul+VyuWx1dXXfx46Pj9f7SKVSaXiN3a/P\\\n", + "ZFmWFYvFLJfLZaVSqX7fUXvH5cuXG17nFxcX9/SxZnW06xkH6Tv7SaEPdvK8vmq/7X3UbdJqv6aT\\\n", + "mversd322KllZGQkK5VKWbVazS5dupSNjIy0fD6yLMu2t7db/hzE9vb2gZ5/6GeOAAL6Svb3hzhv\\\n", + "bm7G6Oho3L9/v34CyGyfw59fva9SqcTKykr9kOmIl4f/F4vFpp9wDQ0NRcTLT83Onz8fFy9ejCtX\\\n", + "rkStVouVlZUYHByM999/PyKi/ullpVKJ1dXVhuW8++67cffu3Xj+/HlUq9V6HefPn4+I2PN991a1\\\n", + "Pnv2rO1zBcCXdk4CvbGxEcPDw00fV6lU4uHDhxERMTo6Grdv364/fr8+ExExMjKy576j9I6dee0+\\\n", + "n8vU1FRERMPr/n51tOsZB+k7zaTQB4/6vDab16uOsk12T7fffk0nNb9aY7vtsXteH3zwQbz99tsx\\\n", + "NDQUCwsLUa1WWz7f5XI58vl805+33nqr6bS7/emf/mkUCoUDn48L+pGTQAN9qVAoRETExYsXDzVd\\\n", + "uVyOiC9PLh3x8gpj4+Pj9Z2vZnZ2vHYMDw833UnZWc7Y2Fj9vp1ai8VifWd393ffX112q1orlUp9\\\n", + "HgAc3OjoaMzOztZvVyqVWF9fjytXrkTEy/PO7VyBaHJyMt59992OXm8P0zsiIu7duxe1Wi0ePHgQ\\\n", + "xWIx1tbWIiLanqeoXc/YCbFa9Z3jXJfT1geP+rx24jD177dfc5w1t9se77zzTv3+ycnJ+u/7hV2v\\\n", + "mpycbPl1wnw+f6Aa7969G3/yJ39yoMdCvxIAAX3p1Z3QZj799NOG2zuXk19aWoq33367oxpa7dC0\\\n", + "u2z9zvjuT6Ff/UT6OGsF4EsLCwv119wHDx40HGVx//79KBaL8fDhw7h3714sLi7G8PBwzM3N7ZlP\\\n", + "uVxueLN8EO3eDD948CBu3rxZ/3n8+HHbS2KXy+W2PWPnDXqrvnNYZ6kPHvV5Pez23T3tYerfb7/m\\\n", + "OGtutz122x0SHdRRn6cdxWIxarXakZYN/cRXwIC+tN9O6347ouVyuWHHfucw5MePHzc87sGDB8d6\\\n", + "ksOdK5dtbGzU76tUKvWxnR29p0+f7hnfsfOYbtcK0G8uXrxYP9rkhz/8Yf0oh3K5HFevXo0rV67E\\\n", + "Rx99FFtbWzE/P1//StirfWZ+fv5Y66pUKjE7Oxs3b96M69evx/nz5/d8kNGsjnb9bWe8Vd85Tqep\\\n", + "D3byvB7UUbbJbq/u1xx3ze22RyeO4ytgO1976zSUhNQJgICk7HxCtd9Ozm77fed951OjnR31crkc\\\n", + "jx8/jizL6jtaFy9ejMuXL8fi4mKsr6/XH/fhhx82PRR+51DrV5e5X407jxkbG4urV6/GnTt36mN3\\\n", + "7tyJhYWFGBwcjOHh4bh69Wo8ePAgarVaRLy88kVExPb2dkS8/DTtoLW2e74A+lmzox+++93vxvr6\\\n", + "esOb6FKp1HClpbGxsfjWt74VEV++OX348GEUi8X615d25r+7Txyld+xMs/NVn0qlUj8vzu437vvV\\\n", + "0a6/DQ0Nte07zZz1PtjJ87qf/bb3UbbJfs/bcdX8ao3ttsdu+/09tPob2fkKWLOfnXCnlZ0w6qBf\\\n", + "F4O+dZJnnAbolvv379evzjIwMJCNjIw0XDUjy15e6WJ8fDwbGBjILl26lN29e3fPfJaWlrLx8fGs\\\n", + "UChki4uL9auS5PP5hiu+LCwsZCMjI9nIyEg2MzPT9IoTO3UNDAxkU1NTWbFYzBYWFup1zszMZOVy\\\n", + "Obt8+XI2MDCQ5fP5hquXLC4uZoVCIbt06dK+V1lZWFjIxsfHs5mZmfrVNwYGBrLZ2dm2te6ubWJi\\\n", + "oukVbQD61Z07d+qvkzu95dKlSw1XAxsYGKhfKalcLmczMzMNr903btxomOe1a9eyXC6XTU1NZbVa\\\n", + "bc9r8YMHD7IHDx4cuXcsLi5mIyMj2fj4eP0KW4VCIcvn8w1XdHq1jh3t+ttB+s5uqfTBTp/X/Z6P\\\n", + "V5d52G2y++9zv/2ao9bcqsZm22O/7bx7v2vnvm5ZWlrK8vl81+YPqchl2QFPV09f2TnT/+TkZJTL\\\n", + "5Zifn69fwQEAOHl6MwDQCQEQ+5qamqofMlqr1WJubq5+9QEA4OTpzQBAJ5wDiD12TsS2Y2hoqOWl\\\n", + "GQGA7tKbAYBOCYDYo1Kp7DmDfj6fjydPnvSoIgDob3ozANApARB7NLvSBQDQG3ozANCpc70ugNPn\\\n", + "jTfeqF86ckezHc9c7nci4m9OoCoA+sGbb77pqJZ9HK43/+cR8e9OoCoA+oHenA4BEHuMjY3tu1N5\\\n", + "4cKFfR79NxFxq4vV/CQivtPF+Z82/bS+/bSuEf21vv20rhHW93j9/Oe3ujbvs+xwvfnfRcT/0sVq\\\n", + "fhQR/30X53/anMT6ftHl+R/Uw4go7Lr9Wa8KOSEpv35/7ZXbr27bXjjJt55ep47Tz3/+j7s2b06W\\\n", + "r4Cxx8WLFxtuVyqVKBR63TAAoH/pzQBApxwBxL5WVlZieXk5xsbG4tGjR7GystLrkgCgr+nNAEAn\\\n", + "clmWZb0ugrMrl8tFd78CthkRo12c/2nTT+vbT+sa0V/r20/rGmF9j9utsGvSmZe9uZtfAXsaERNd\\\n", + "nP9pcxLre1q+ArYREeO7bqf+FbCUX79f/QrYq9u2F07y2AOvU8frH+vNifAVME65VJtyM/20vv20\\\n", + "rhH9tb79tK4R1pf+009vqiL6a317HRCctH56Peu3bdtP/7cR/be+HJUACAAAACBxAiAAAACAxAmA\\\n", + "AAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEjcuV4XAADAcftGrwvosS96\\\n", + "XcAhfd7Fef/rLs6b0+uzDqb9r46tikavd2m+3eTtMmlxBBAAAABA4gRAAAAAAIkTAAEAAAAkTgAE\\\n", + "AAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4A\\\n", + "BAAAAJA4ARAAAABA4s71ugAAAI7b+V4XcMZ8cQLL+LyDaX92bFVAe/+6g2m/3cG0r3cw7UF46wuO\\\n", + "AAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAAS\\\n", + "JwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABI3LleFwAAwHF71usCzpgvjmEen/d4\\\n", + "+XAaPG0x1slbz9c7mPY4lg9pcAQQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRA\\\n", + "AAAAAIkTAAEAAAAkTgAEAAAAkDgBUJ8oFAp77qtUKrG8vBylUimWl5ejVqsdaAwA6JzeDACcpFyW\\\n", + "ZVmvi6B7SqVSbGxsxI0bN+LFixcNY1NTU7G2thYREbVaLa5fvx7379/fd2xubi7u3bu3Z/65XC4i\\\n", + "bnV1HQDoJ7ci9V2Tk+nN/0d3VyI5XxzDPD7v4vL/bQfzhpP0jRZj5zqY7+sdTHscy+937yXfm/uF\\\n", + "I4ASNz09HfPz83vuL5fLkc/n67eHhoaiVCo1HSsWi90vFgD6gN4MAPSCAKhPVSqVGB4ebrgvn8/H\\\n", + "+vp607EnT56cZIkA0Ff0ZgCgmwRAfWpra6vp2Pb29glWAgBE6M0AQHf5IuQZtLKyEhsbG03HC4VC\\\n", + "TE9Pt5zHG2+8EdVqteG+ra2tyOVykc/n9x1r7ie7fj8fEaMtlw0puNXFc191c95w+mxGxLNeF9Gx\\\n", + "09eb/69dv3/r73+6oZPz3pwmJ3EOoL84hmXAadfJ+ar+sMWYcwA1Oo7no5V/8fc/pCal/4K+MTc3\\\n", + "1/E8xsbG9t1xvHDhQrx48aLp2P6+03E9APSr0Wj84OBnvSqkI6evN//PHdcDQL969YOD/7VXhXDM\\\n", + "fAWsT128eLHhdqVSqV+OdnJysukYANAdejMA0E2OAErc+vp6PHz4MHK5XNy8ebPhEPSVlZVYXl6O\\\n", + "sbGxePToUaysrNSnazUGAByd3gwA9EIuy7Ks10VwduVyuQjnK6EPOQcQdMutsGvSmZe9+f87oaU5\\\n", + "B9CXnAMIOuMcQAfX7XMAveq/0ZsT4StgAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAA\\\n", + "iRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJO9frAgBOq1tx69Qtt1c1AWfN35zQcr44oeV0\\\n", + "2+fHMI9UngvolV+0GDuOt62vH8M8Tgtv4zkaRwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkT\\\n", + "AAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJ\\\n", + "EwABAAAAJO5crwsAAOC4Tfa6gA58cQzz+GfHMI/9fN7BtN9oMfZvO5gvnBWt/gciIj7tYN6vdzBt\\\n", + "K3/U4fTebnO6OAIIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAA\\\n", + "AAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHHnel0AwGl1K24d\\\n", + "aaybywU4mK1eF9Bj3zrk4//iGJb5+THMA1L2vINpXz+G5f/hEabppGY4fRwBBAAAAJA4ARAAAABA\\\n", + "4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQuHO9LoDu\\\n", + "Wl9fj7W1tahWq/Ho0aO4fft2jI6ORkREpVKJ1dXVmJycjHK5HPPz8zE0NNR2DAA4Or0ZAOgFAVDC\\\n", + "arVarK2txdzcXERElEqlKBQK8fTp04iImJ2djbW1tYiImJqaiuvXr8f9+/f3HZubm4t79+71YC0A\\\n", + "IB16MwDQK74ClrCNjY24fft2/falS5eiUqnE8+fPo1wuRz6fr48NDQ1FqVSKiNh3rFgsnlzhAJAo\\\n", + "vRkA6BUBUMImJycbdg7X1tZiZGQkBgcHo1KpxPDwcMPj8/l8rK+vNx178uTJidQNAKnSmwGAXvEV\\\n", + "sMSdP3++/vvdu3djZWUlIiK2traaTrO9vX3Ipfxk9xIjYvSQ08PZcytu9boESMRmRDzrdREn6mR6\\\n", + "8+1dv09FxFuHnP6s++KQj/+DAz7unx22EKDusy5O+0cHmMd/OMJy+/Xt8qOIWOt1EXRBv/5Fn2kr\\\n", + "KyuxsbHRdLxQKMT09PSead5777145513IiLijTfeiGq12vCYra2tyOVykc/n9x1r7juHWwEAqBuN\\\n", + "xg8OftarQjpy+nrz/3S4FQCAurei8YODj3pVCMdMAHQG7Zw48qBKpVKMj4/H22+/Xb9vbGxs3x3H\\\n", + "CxcuxIsXL5qOAQB76c0AwGnnHECJ2zlp5M4O5oMHDyIi4uLFiw2Pq1QqUSgUIuLl+QmajQEAndGb\\\n", + "AYBeyGVZlvW6CLqjUqnExMREw33j4+PxySefRETE+vp6FIvFGBsbi0ePHsUHH3wQg4ODbcd2y+Vy\\\n", + "Ec6FAsCxuRUp75qcXG/+edfX5XQ77DmADqpb5wDqVr1wmnTzyycHOQfQUfjCzEtvJt2b+4kAiI4I\\\n", + "gAA4XmkHQCdBABQhAILTSAB0dgmAUuErYAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAA\\\n", + "AIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDizvW6AAAAjttnvS6gx744Y/OFftDN/59uveZ5u0xaHAEE\\\n", + "AAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4A\\\n", + "BAAAAJA4ARAAAABA4gRAPTIxMREff/xx/fbdu3djYmIiXnvttR5WBQD9S28GAFImAOqRTz/9NC5f\\\n", + "vhzvvvtuPH/+PObn5+OTTz6J0dHRXpcGAH1JbwYAUiYA6pFCoRA//vGPY21tLUZHR+PP//zPI5fL\\\n", + "xeTkZK9LA4C+pDcDACk71+sC+lWlUonLly/HxsZGLC4uxpUrV6JQKPS6LADoW2n15r84oeV8+4SW\\\n", + "A9DK52dsvp36Wa8L4IxyBFCPlMvlePfdd+PJkydx+/btWFtbi1/+8pfx8OHDXpcGAH1JbwYAUuYI\\\n", + "oB7Z2tqKra2teOONNyIiYnJyMh4/fhx3797tcWUA0J/0ZgAgZbksy7JeF8HZlcvlIuJWr8sAIBm3\\\n", + "wq5JZ062N/fbV8B87QJOJ69F3aU3p8JXwAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAA\\\n", + "ABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEjcuV4XAADAWfWzXhfQxB8c8vEH\\\n", + "3SX+doux0/pcQApa/e8d1BdHmOYvj2G5cHo4AggAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwA\\\n", + "CAAAACBxAiAAAACAxAmAAAAAABInAAIAAABI3LleF0B3lcvl2N7ejmq1Gg8fPozFxcUYHR2NiIhK\\\n", + "pRKrq6sxOTkZ5XI55ufnY2hoqO0YAHB0ejMA0AsCoMRdvnw5nj17FoODg7G1tRXXrl2LtbW1iIiY\\\n", + "nZ2t/z41NRXXr1+P+/fv7zs2NzcX9+7d681KAEBC9GYAoBd8BSxxOzuYEREjIyORy+Ui4uWnj/l8\\\n", + "vv64oaGhKJVKTceKxeIJVg0A6dKbAYBeEAAlbmcHMyLi7t27cfv27Yh4eRj58PBww2Pz+Xysr683\\\n", + "HXvy5En3CwaAxOnNAEAv+ApYH9jc3IwHDx7EzMxMvP322xERsbW11fTx29vbh1zCT3b9fj4iRg9b\\\n", + "IgB9azMinvW6iBOnNwNwevVnb+4HAqAzaGVlJTY2NpqOFwqFmJ6ert8eHR2N999/P1ZXV2NmZiZ+\\\n", + "/OMfRz6fj2q12jDd1tZW5HK5pmPNfedI6wEAL4OJ3eHEz3pVSEf05tPmLw/5+G8fwzIvdzDtT9uM\\\n", + "v95irN3ufKtpW/0NkbZ8i7HP20z7xRGnbfc/ctT5HtRhXxf6WRq9mb0EQGfQ3NzcgR63c7WQ999/\\\n", + "PyIipqen49q1a/Hs2bMYHx/fd8fxwoUL8eLFi6ZjAMBeejMAcNoJgBK2ubkZn376af12pVKJkZGR\\\n", + "OH/+fJw/f77hsZVKJQqFQkRETE5ONh0DAI5ObwYAekUAlLDp6emoVquxsrIS+Xw+Hj58WL+aSMTL\\\n", + "w9WXl5djbGwsHj16FCsrKwcaAwCORm8GAHoll2VZ1usiOLteXrr2Vq/LACAZt8KuSWf05qM4jnMA\\\n", + "tTrXTjs/7WDezgHEUfTjOYCcx+bo9OZUuAw8AAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAA\\\n", + "AABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDizvW6AAAA6K3XD/i4TnadWy3jjzuY9mtt\\\n", + "pm1V8886mPY/aTFWbjNfDmayzfjfthj7os203+5g2s9ajH3ewXxbafe/18m8oX84AggAAAAgcQIg\\\n", + "AAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHEC\\\n", + "IAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgced6XQAAAPTW145hHu12q18/+vK/fv7Ik7Ys67f+\\\n", + "x9bT/nWbeTf1x62HW9XU6mlqN+1/+KTNxB34T7/ZfOyLFtN93ma+rabtxO+2Gf+7FmPtavqsxdgv\\\n", + "nx1xwojWG7ddUe3+cIAIRwABAAAAJE8ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAA\\\n", + "kDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJO5crwsA\\\n", + "AIDj9duHfHz5gI/74xZjr7eZtsVu9+8Otp70t1qMvdZmsV9rMXa5zbRfPeJ8273DaLU+7aZtOf7N\\\n", + "NhN3yRdHHIuI+LsOpv2sxdiv2kxbPOJ8IyJ+02LsPzvffOyvn7eZcasV/rzNtP+0zXjE4V8XIiJ+\\\n", + "cYRp4PRyBBAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACRO\\\n", + "ANRHrl271nC7UqnE8vJylEqlWF5ejlqtdqAxAOB46M0AwEk51+sCOBnFYjFWV1cb7pudnY21tbWI\\\n", + "iJiamorr16/H/fv39x2bm5uLe/funWzRAJAwvRkAOEmOAOoDtVot8vl8DA8P1+8rl8uRz+frt4eG\\\n", + "hqJUKjUdKxaLJ1cwACRObwYATpoAqA8Ui8WYnJxsuK9SqTTsdEZE5PP5WF9fbzr25MmTrtcKAP1A\\\n", + "bwYATpoAKHGlUikKhcKe+7e2tppOs7293c2SAKCv6c0AQC84B9AZtLKyEhsbG03HC4VCTE9Px+bm\\\n", + "ZuTz+RgcHNzzmDfeeCOq1WrDfVtbW5HL5SKfz+871txPdv1+PiJG268EAERExGZEPOt1ER3TmwFI\\\n", + "Rxq9mb0EQGfQ3NzcgR5XLpdja2urfsLIarUaP/jBD2J6ejrGxsb23XG8cOFCvHjxounY/r5z4NoB\\\n", + "oNFoNIYTP+tVIR3RmwFIRxq9mb0EQAm7cuVKw+2FhYW4fv36vo+tVCr1w9H3OyfBfoeqAwCHozcD\\\n", + "AL0iAOoDtVot7ty5E7lcLr7//e/HlStXYnR0NFZWVmJ5eTnGxsbi0aNHsbKyUp+m1RgA0Bm9GQA4\\\n", + "abksy7JeF8HZlcvlIuJWr8sAIBm3wq5JZ/TmiIjfPuTjXz/g4/64g3m0+Nz1d/eeE6rBb7UYe63N\\\n", + "Yr/WYuxym2m/esT5tvuIudX6tJv2NH58/cURxyIi/q6DaT9rMfarNtMWjzjfiIjftBhrtT5//bzN\\\n", + "jFut8Odtpv2nbcYPMo/9/OII06RIb07FaXwJBQCADrQ6QfZ+WgU7u7V4A/v1b7aetFU+NNVmsa2C\\\n", + "mHYhTougZugP/33rxX7l103HvhLNx15rk1z8XvxV07FzLdOFiNdajLca69RvWiRtrca+aJPQ/VX8\\\n", + "Xov5tn6r9uv4StOxX/26+VhERO3C7zQfbBcAtQqPWgVP1TZBZ6t85peftJ42vtVmPOJgIRGkzWXg\\\n", + "AQAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJ\\\n", + "gAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDE\\\n", + "CYAAAACn7WZAAAALfUlEQVQAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASNy5\\\n", + "XhcAAADH63yXHv+15kP/sM2k0y3G/qjNtL/VfOi/+P2nLSf9/fjLpmNfjV+3mfafNx37Sotpfy/+\\\n", + "quV8X4svjlzTa/GbpmP/5f/7i5bTduL//29/u+nYb+K1pmO/iq+0nO9vWrwd+6v4vZbT/rrFvP/5\\\n", + "V36/5bS/+h9aTBt/0HLaf/MPJ5oP/l2LCf9By9lGlFqM/fJ8m4k/azMecfjXhYiI1v9fcNY4AggA\\\n", + "AAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAI\\\n", + "AAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwA\\\n", + "CAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAStzi4mIM\\\n", + "DAxEPp+PqampWF9fr49VKpVYXl6OUqkUy8vLUavVDjR2sjZ7tNxe6af17ad1jeiv9e2ndY2wvhyW\\\n", + "3nzW/N+9LuDE/Puf/qtel3Cifvqo1xWcnH7btv30f/tSv70uc1Tnel0A3TUxMREvXrzYd2x2djbW\\\n", + "1tYiImJqaiquX78e9+/f33dsbm4u7t27dzJFN3gWEaM9WG6vPIv+Wd9n0T/rGtFf6/ss+mddI6wv\\\n", + "h6U3nzX/T0T8d70u4kT8zU//VfzOP/qve13Gifnpo4h/9FavqzgZ/bZt++n/9qVn0V+vyxyVI4D6\\\n", + "VLlcjnw+X789NDQUpVKp6VixWDzxGgGgn+jNAEA3CYD6wOrqapRKpbh582b9cPFKpRLDw8MNj8vn\\\n", + "87G+vt507MmTJydWMwCkTG8GAE6ar4AlbmpqKi5evBgRL3cUp6enY21tLba2tppOs729feD5v/nm\\\n", + "m/Hzn9/qtMw2ftbl+Z82/bS+/bSuEf21vv20rhHW9/i8+eabXZv3aaE3n0Uftn/Iegfj3z9MLY3+\\\n", + "TZvxw35J8F/+k/+z/vufHbqas+ef/G8HfeQvullGExsdTPu/77ln97btDwf4v02K3kx7AqAzaGVl\\\n", + "JTY2mjeEQqEQ09PTERH1Hcyd38vlcjx//jzy+XxUq9WG6ba2tiKXyzUd249PHgFAbwYATj8B0Bk0\\\n", + "Nzd3oMeVy+WYn5+vnzByx+DgYIyNje2743jhwoV48eJF0zEAYC+9GQA47ZwDKGHj4+Pxve99r367\\\n", + "WCzGtWvXIiJicnKy4bGVSiUKhULbMQDg6PRmAKBXclmWZb0ugu4plUpRqVQiImJjYyM++OCDGBwc\\\n", + "jIiI9fX1KBaLMTY2Fo8ePTrwGEA/unbtWv1y3BEv34Cvrq7G5ORk/aiOoaGhtmOgNwMcD70ZDkcA\\\n", + "BNAlKe5orK+vx9raWlSr1Xj06FHcvn07RkdHIyLtna5isRgzMzPx4sWL+n1TU1P1r/HUarW4fv16\\\n", + "fSf01bG5ubm4d++wp2I9eaurqw23r1y5EhFpb1ugv6T4mqU3682pbVu6KAN67urVqw23NzY2sqWl\\\n", + "paxYLGZLS0tZtVo90Biny6VLl+q/V6vV7Nq1az2spnPVajW7e/du/XaxWMzGx8frt19d391/12f5\\\n", + "uahWq9njx4+zkZGR+n2PHz/OCoVCw+N2xluNnWa3b9/OVldXsyx7uc67t1mq2xZa0ZvTlNprlt6s\\\n", + "N++MpbJt6S4ngebU6beUu1gs7lnn2dnZ+icUU1NTDZ9evDp2Vj696LdPp8rlcuTz+frtoaGhKBaL\\\n", + "PayocxsbG3H79u36yW4vXboUlUolnj9/Hk+fPt2zvqVSKSLO/nNRLBbrr0M7KpVKDA8PN9yXz+dj\\\n", + "fX296diTJ09O7Ql7q9VqfPjhh/WTDA8NDdVfZ/bbfqlsWw5Ob9abU9i2Kb5m6c1f0pvT2LZ0lwCI\\\n", + "U2VpaSkmJibinXfeiVqtFtPT0/UX9xR3vGq1WuTz+YaGlOILeq1Wi7W1tfrOSalUikKhEE+fPo2I\\\n", + "NLftWdzRaGdycrLh721tbS1GRkZicHAwuZ2uHTt/q69qdvntiIjt7e1ultQVa2trMTY2FqurqzE8\\\n", + "PBzlcjmuXr0ao6OjyW5bDk5v1ptT2bYpvmbpzV/Sm8/+tqX7XAWMU2Mn5X7nnXcioj9S7mKxuO+V\\\n", + "XY7ygn6a7Xw6tWP3p1OpbttWOyFn2fnz5+u/3717N1ZWViIivZ2uiIjNzc3I5/P7nmT3jTfeiGq1\\\n", + "2nDf1tZW5HK5yOfz+46dZpVKJcrlchQKhZieno75+fn6znWK25aD05tf0pvT2Lan/bX4qPTml/Tm\\\n", + "l87qtuVkOAKIU6PfUu5++fQioj8/nWq2E5KKlZWVeO+99+pvClPb6Yp4+SZna2ur/ma3Wq3GD37w\\\n", + "g5ieno6xsbF91+HChQvx4sWLpmOn1djYWIyNjdV3qIeGhqJSqcSzZ8+abr+zvG05OL35Jb357G/b\\\n", + "CL054uy/fuvNejOdEQBxauxOuQcHB2NqaiouXboUT58+PTM7XisrK7GxsdF0fCfB76dPL3b006dT\\\n", + "EdFyJ+SsK5VKMT4+Hm+//Xb9vtR2uiJiz7kFFhYW4vr16/s+tlKp1N807nfkwH5vKE+TsbGxPfft\\\n", + "vMEbHx9PbttycHrzS3rzl07Ttj0svfmls/z6rTfrzXRGAETXHXTHK4WUe+d79O2k8unFQbftq9Ok\\\n", + "/ulURMTFixcbbp+FHY2D2Dn0f2f9Hjx4EFevXm25vmdxp2u3Wq0Wd+7ciVwuF9///vfjypUrMTo6\\\n", + "GisrK7G8vBxjY2Px6NGj+huniGg5dhqNjY3F8PBw1Gq1GBoaimq1GuPj43H+/PmGN4gRaW3bfqY3\\\n", + "76U3681nld6sN6e0bemyXl+GDHZsbGw0XLYyy15ennFzczMrl8sNlzPcGcuyl5d1bDZ2VuRyuYbb\\\n", + "u9dnY2Mjm52dPdDYaVcsFrNSqdRwX8rbtlwuZ0tLS9mDBw+yxcXFrFar9bqkjmxsbGS5XK7hZ2Ji\\\n", + "oj7ean1Tey5SVKlUssXFxfo22tzcrI/Ztv1Lb/6S3pzGtk3tNUtvTpvezHETAHGqXLp0KatWq1mW\\\n", + "Zdn29nY2NTXVMLYjlR2varWa3b59OxsYGMiWl5ezSqWSZVmaL+iPHz/OyuVy/fb9+/frv6e4bQFS\\\n", + "oTfrzalsW4B+l8uyLOv1UUiwY3NzM+7cuRNvvfVWPHr0KG7cuFE/xHF9fT2KxWL9sM0PPvigfkh6\\\n", + "qzF6r1KpxMTERMN94+Pj8cknn0SEbQtwmunNadKbAfqPAAgAAAAgcQO9LgAAAACA7hIAAQAAACRO\\\n", + "AAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAF2wuLgYAwMDMTEx\\\n", + "ER9//HGsr6/H+Ph45PP5ePLkSa/LA4C+ozcD/S6XZVnW6yIAUjQ7Oxu1Wi1+9KMfRUTEjRs34saN\\\n", + "G3HhwoUeVwYA/UlvBvqZI4AAumRhYSEePnwYz549i4iISqViBxMAekhvBvrZa7du3brV6yIAUjQ2\\\n", + "NhZ/9md/Fn/7t38buVwuvvGNb8Tk5GSvywKAvqU3A/1MAATQRV/72tfiww8/jO3t7fje974XX/3q\\\n", + "V3tdEgD0Nb0Z6Fe+AgbQRTvnGsjlcjE4ONjrcgCg7+nNQL861+sCAFI2NDQU8/PzMTs72+tSAIDQ\\\n", + "m4H+5QgggBPw9ttv97oEAGAXvRnoN44AAuiCS5cuxXvvvRfDw8MxMzPT63IAoO/pzUC/cwQQQBe8\\\n", + "9dZbcefOnajVavHOO+/0uhwA6Ht6M9DvclmWZb0uAgAAAIDucQQQAAAAQOIEQAAAAACJEwABAAAA\\\n", + "JE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDi/iOfyYOKWOQEagAA\\\n", + "AABJRU5ErkJggg==\\\n", + "\"\n", + " frames[7] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABIAAAAFoCAYAAAAvh4ASAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\\\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3U9sm3maJ/aHKlf3dIDoD6szGaSziUWpEUwQoGxJ1QPM\\\n", + "IOjtkqnMHCaHsq0qIFdLcoDcdqrkrpP3Zlmda1K2+hBgLhnbwhw2wM6UyeruJLPAxDLlDoIMFmVR\\\n", + "3mAXu9PokkkvMD3dVe03B4/YkiWSkiiK0o+fDyBA5I/v+z4vX4nPyy9fvm8uy7IsAAAAAEjWQK8L\\\n", + "AAAAAKC7BEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4\\\n", + "ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQ\\\n", + "OAEQAAAAQOIEQAAAAACJEwABZ9rt27djYGAgBgYGYnx8vPF7Pp9v/D4wMBAvXrzodaldtby83Fj/\\\n", + "GzduHGiahYWFxvP05MmTLlcIcPbcvXt3V28ZHx+PqampXfcNDBxud7pcLu+5r1KpxMjIyIm+Fu9X\\\n", + "x2Ecpe9002npgwd5Xptt7063yVGdlr/Jo3rw4EHMzMzEzMxMTE1NxcrKSq9LglNLAAScaV988UXk\\\n", + "crmoVCrx9OnTmJ+fj4iIzz77LF6+fNm4vbW11csyu+7DDz+Mp0+fRkRELpc70DR37tyJ+/fvd7Ms\\\n", + "gDNtfn4+nj59GkNDQ5HL5eLp06extrYWT58+jZcvX8ZHH30UEXGoDxmWlpaiXq/vum94eDi++c1v\\\n", + "HmvtR6njMI7Sd7rptPTBgzyvzbZ3p9vkqE7L3+RRlEqluHXrVnz66afx6aefRrlcjqWlpVhdXe11\\\n", + "aXAqCYCAM61Wq8VHH30UFy5ciIiILMt2jX/yyScxPDwctVqtF+Wdeq8/XwDslc/n973/1q1bMTw8\\\n", + "fKgPGUql0p6AolAoxOeff97oZSdhvzr60XH3wYM8r822d6+2yWn5mzyKpaWl+OCDDxq3h4aG4sqV\\\n", + "K/Hw4cMeVgWnlwAIONOeP38e77//fsvHXLp06YSqAaAfLC4uNo4wmJ2dPfCHDAsLCxHR+/D9tNSR\\\n", + "mk6e115tk7P+t/D8+fP49NNPd923sbER4+PjPaoITjcBEHCmFYvFtp9OLSwsxNDQUCwuLjbO17C5\\\n", + "uRm3b9+OsbGxWF5ejhs3buw5X9Dk5GTT8zssLi7G1NRUzMzMxPXr15sue3FxMUZGRmJgYCBWV1cb\\\n", + "85yZmYl6vd44v0Q+n4/l5eV9p9/+Tvt+5zRYXFyMfD4f3/72t6NUKjWt4SC1AtDexsZGrKysNI6Y\\\n", + "+OSTT3b1oVKp1HjNnZ2djampqVhfX48bN240zrVy9erVmJmZiXK5HNevX2+ch+azzz6LiM56R61W\\\n", + "a8x/+5xFO78O06yObe16xkH6zuuPT6EPdvq8btt53qGd2/so26TVfk0nNe/8m3x9HZptj9u3bze2\\\n", + "c7lcjmKxGAMDAzE1NRWbm5tHes4P4v33349SqRTj4+OxuroaDx48iHq9Hn/yJ3/StWXCmZYBJGR+\\\n", + "fj7L5XLZ+vr6vuMPHjzIcrlctri4mFWr1WxsbCwbHx/PsizL7t69m+Vyuaxerzcef/v27SyXy+1Z\\\n", + "xtTUVOP21atXs2Kx2LSm7WWOj49nm5ubWaVSyXK5XDYyMpLNzs5m9Xq9sZxSqdSY7sqVK9nMzEzj\\\n", + "9uTkZLawsLBnXTc3N7Msy7JLly5luVwuu3HjxoFrffjwYcvnC4AsKxQKWS6Xy8bGxrJcLpflcrls\\\n", + "dXV138eOjY01+ki1Wt31Grtfn8myLCuVSlkul8vK5XLjvqP2jkuXLu16nV9cXNzTx5rV0a5nHKTv\\\n", + "7CeFPtjJ8/q6/bb3UbdJq/2aTmrer8Z222O7lpGRkaxcLme1Wi2bnJzMRkZGWj4fWZZlz58/b/nT\\\n", + "ytWrVxv/l7lcLrt9+3bb5UG/cgQQ0FeyfzjEeXNzM0ZHR+P+/fuNE0Bm+xz+/Pp91Wo1VlZWGodM\\\n", + "R7w6/L9UKjX9hGtoaCgiXn1qdv78+bh48WJcvnw56vV6rKysxODgYHz44YcREY1PL6vVaqyuru5a\\\n", + "zvvvvx93796NFy9eRK1Wa9Rx/vz5iHj16dtBa3327Fnb5wqA39g+CfTGxkYMDw83fVy1Wm2cf2R0\\\n", + "dDSWlpYaj9+vz0REjIyM7LnvKL1je147z+cyNTUVEbHrdX+/Otr1jIP0nWZS6INHfV6bzet1R9km\\\n", + "O6fbb7+mk5pfr7Hd9tg5r48//jjefffdGBoaioWFhajVai2f70qlEvl8vunPO++803TaarUatVot\\\n", + "FhcX48qVKxHx6u/sNFyZDk6jc70uAKAXisViRERcvHjxUNNVKpWIeHXI/7179yLi1RXGxsbGGjtf\\\n", + "zWzveG0bHh6OwcHBlsspFAqN+7ZrLZVKjZ3dsbGxxvjry25Va7VabcwDgIMbHR2N2dnZxu1qtRrr\\\n", + "6+tx+fLliHh13rmrV69GRMTExES8//77Hb3eHqZ3RETcu3cv6vV6PHjwIEqlUqytrUVEtD1PUbue\\\n", + "sR1iteo7x7kup60PHvV57cRh6t9vv+Y4a263Pd57773G/RMTE43f9wu7XjcxMdHy64TNTsIe8Wq9\\\n", + "v//978e1a9ci4lUQdvXq1bh9+3bcunWr7bKh3wiAgL70+k5oM1988cWu29tXerl9+3a8++67HdXQ\\\n", + "aoem3RVltsd3fgr9+ifSx1krAL+xsLDQeM198ODBrqMs7t+/H6VSKR4+fBj37t2LxcXFGB4ejrm5\\\n", + "uT3zqVQqu94sH0Sr3rFdz40bNxo/jx8/bgRSzVQqlbY9Y/sNequ+c1hnqQ8e9Xk97PbdOe1h6t9v\\\n", + "v+Y4az7Mle52hkQHdZTnafvo6+3wJ+JVCLiyshKTk5Px4sWLlmEp9CNfAQP60n47rfvtiFYqlV07\\\n", + "9tuHIT9+/HjX4x48eHCsJzncvnLZxsZG475qtdoY297Re/r06Z7xbduP6XatAP3m4sWLjaNN/uzP\\\n", + "/qxxlEOlUokrV67E5cuX45NPPomtra2Yn59vfCXs9T4zPz9/rHVVq9WYnZ2NGzduxLVr1+L8+fN7\\\n", + "PshoVke7/rY93qrvHKfT1Ac7eV4P6ijbZKfX92uOu+Z226MTR/0KWLMAMcuytkfKQb8SAAFJ2f6E\\\n", + "ar+dnJ32+8779idW2zvqlUolHj9+HFmWNXa0Ll68GJcuXYrFxcVYX19vPO7WrVtND4XfPtT69WXu\\\n", + "V+P2YwqFQly5ciXu3LnTGLtz504sLCzE4OBgDA8Px5UrVxpXu4iIWFpaiohXl0SNePVp2kFrbfd8\\\n", + "AfSzZkc/fPTRR7G+vr7rjWi5XN51paVCoRDf+c53IuI3b9IfPnwYpVKp8fWl7fnv7BNH6R3b02x/\\\n", + "1adarTbOi7Pzjft+dbTrb0NDQ237TjNnvQ928rzuZ7/tfZRtst/zdlw1v15ju+2x035/D63+Rra/\\\n", + "AtbsZ/ucRvtNVygU9pzv58aNGwc+PxX0nRM84TRA19y/f79xdZaBgYFsZGRk11UzsuzVlS7Gxsay\\\n", + "gYGBbHJyMrt79+6e+dy+fTsbGxvLisVitri42LgqST6f33XFl4WFhWxkZCQbGRnJZmZmml7xY7uu\\\n", + "gYGBbGpqKiuVStnCwkKjzpmZmaxSqWSXLl3KBgYGsnw+v+vqJYuLi1mxWMwmJyf3vcrKwsJCNjY2\\\n", + "ls3MzDSuvjEwMJDNzs62rXVnbePj402vaAPQr+7cudN4ndzuLZOTk7uuBjYwMNC4UlKlUslmZmZ2\\\n", + "vXZfv3591zy3r1g0NTWV1ev1Pa/FDx48yB48eHDk3rG4uJiNjIxkY2NjjStsFYvFLJ/P77qi0+t1\\\n", + "bGvX3w7Sd3ZKpQ92+rzu93y8vszDbpOdf5/77dccteZWNTbbHvtt5537Xdv3HbdarZZdvXo1m5yc\\\n", + "zIrFYlYsFrOVlZVjXw6kIpdlBzxdPX1l+0z/ExMTUalUYn5+vnEFBwDg5OnNAEAnBEDsa2pqqnHI\\\n", + "aL1ej7m5ucbVBwCAk6c3AwCdcA4g9tg+Edu2oaGhlpdmBAC6S28GADolAGKParW650oC+Xw+njx5\\\n", + "0qOKAKC/6c0AQKcEQOzR7EoXAEBv6M0AQKfO9boATp+33nqrcenIbc12PHO534mIvz2BqgDoB2+/\\\n", + "/bajWvZxuN78n0TEvz2BqgDoB3pzOgRA7FEoFPbdqbxw4cI+j/7biLjZxWp+FBHf6+L8T5t+Wt9+\\\n", + "WteI/lrfflrXCOt7vH7605tdm/dZdrje/G8j4n/sYjV/GRH/TRfnf9qcxPp+1eX5H9TDiCjuuP2L\\\n", + "XhVyQlJ+/f7Ga7df37a9cJJvPb1OHaef/vSfdG3enCxfAWOPixcv7rpdrVajWOx1wwCA/qU3AwCd\\\n", + "cgQQ+1pZWYnl5eUoFArx6NGjWFlZ6XVJANDX9GYAoBO5LMuyXhfB2ZXL5aK7XwHbjIjRLs7/tOmn\\\n", + "9e2ndY3or/Xtp3WNsL7H7WbYNenMq97cza+APY2I8S7O/7Q5ifU9LV8B24iIsR23U/8KWMqv369/\\\n", + "Bez1bdsLJ3nsgdep4/VP9OZE+AoYp1yqTbmZflrfflrXiP5a335a1wjrS//ppzdVEf21vr0OCE5a\\\n", + "P72e9du27af/24j+W1+OSgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAA\\\n", + "QOIEQAAAAACJEwABAAAAJO5crwsAAOC4favXBfTYV70u4JC+7OK8/1UX583p9YsOpv3Pj62K3d7s\\\n", + "0ny7ydtl0uIIIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAA\\\n", + "SJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDEnet1AQAAHLfzvS7g\\\n", + "jPnqBJbxZQfT/uTYqoD2/lUH0363g2nf7GDag/DWFxwBBAAAAJA4ARAAAABA4gRAAAAAAIkTAAEA\\\n", + "AAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwAB\\\n", + "AAAAJE4ABAAAAJC4c70uAACA4/as1wWcMV8dwzy+7PHy4TR42mKsk7eeb3Yw7XEsH9LgCCAAAACA\\\n", + "xAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQKgPlEs\\\n", + "FvfcV61WY3l5OcrlciwvL0e9Xj/QGADQOb0ZADhJuSzLsl4XQfeUy+XY2NiI69evx8uXL3eNTU1N\\\n", + "xdraWkRE1Ov1uHbtWty/f3/fsbm5ubh3796e+edyuYi42dV1AKCf3IzUd01Opjf/r91dieR8dQzz\\\n", + "+LKLy/83HcwbTtK3Woyd62C+b3Yw7XEsv999kHxv7heOAErc9PR0zM/P77m/UqlEPp9v3B4aGopy\\\n", + "udx0rFQqdb9YAOgDejMA0AsCoD5VrVZjeHh41335fD7W19ebjj158uQkSwSAvqI3AwDdJADqU1tb\\\n", + "W03Hnj9/foKVAAARejMA0F2+CHkGraysxMbGRtPxYrEY09PTLefx1ltvRa1W23Xf1tZW5HK5yOfz\\\n", + "+44196Mdv5+PiNGWy4YU3Oziua+6OW84fTYj4lmvi+jY6evN//uO37/zDz/d0Ml5b06TkzgH0F8c\\\n", + "wzLgtOvkfFV/2GLMOYB2O47no5X/6x9+SE1K/wV9Y25uruN5FAqFfXccL1y4EC9fvmw6tr/vdVwP\\\n", + "AP1qNHZ/cPCTXhXSkdPXm/+HjusBoF+9/sHB/9SrQjhmvgLWpy5evLjrdrVabVyOdmJioukYANAd\\\n", + "ejMA0E2OAErc+vp6PHz4MHK5XNy4cWPXIegrKyuxvLwchUIhHj16FCsrK43pWo0BAEenNwMAvZDL\\\n", + "sizrdRGcXblcLsL5SuhDzgEE3XIz7Jp05lVv/n9PaGnOAfQbzgEEnXEOoIPr9jmAXvdf6s2J8BUw\\\n", + "AAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHEC\\\n", + "IAAAAIDEnet1AQCn1c24eeqW26uagLPmb09oOV+d0HK67ctjmEcqzwX0ys9ajB3H29Y3j2Eep4W3\\\n", + "8RyNI4AAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAA\\\n", + "AACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEneu1wUAAHDcJnpdQAe+OoZ5\\\n", + "/PNjmMd+vuxg2m+1GPs3HcwXzopW/wMREV90MO83O5i2lT/qcHpvtzldHAEEAAAAkDgBEAAAAEDi\\\n", + "BEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA\\\n", + "4gRAAAAAAIkTAAEAAAAkTgAEAAAAkLhzvS4A4LS6GTePNNbN5QIczFavC+ix7xzy8X9xDMv88hjm\\\n", + "ASl70cG0bx7D8v/wCNN0UjOcPo4AAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwA\\\n", + "CAAAACBxAiAAAACAxAmAAAAAABInAAIAAABI3LleF0B3ra+vx9raWtRqtXj06FEsLS3F6OhoRERU\\\n", + "q9VYXV2NiYmJqFQqMT8/H0NDQ23HAICj05sBgF4QACWsXq/H2tpazM3NRUREuVyOYrEYT58+jYiI\\\n", + "2dnZWFtbi4iIqampuHbtWty/f3/fsbm5ubh3714P1gIA0qE3AwC94itgCdvY2IilpaXG7cnJyahW\\\n", + "q/HixYuoVCqRz+cbY0NDQ1EulyMi9h0rlUonVzgAJEpvBgB6RQCUsImJiV07h2trazEyMhKDg4NR\\\n", + "rVZjeHh41+Pz+Xysr683HXvy5MmJ1A0AqdKbAYBe8RWwxJ0/f77x+927d2NlZSUiIra2tppO8/z5\\\n", + "80Mu5Uc7lxgRo4ecHs6em3Gz1yVAIjYj4lmvizhRJ9Obl3b8PhUR7xxy+rPuq0M+/g8O+Lh/fthC\\\n", + "gIZfdHHaPzrAPP79EZbbr2+XH0XEWq+LoAv69S/6TFtZWYmNjY2m48ViMaanp/dM88EHH8R7770X\\\n", + "ERFvvfVW1Gq1XY/Z2tqKXC4X+Xx+37Hmvne4FQCAhtHY/cHBT3pVSEdOX2/+7w+3AgDQ8E7s/uDg\\\n", + "k14VwjETAJ1B2yeOPKhyuRxjY2Px7rvvNu4rFAr77jheuHAhXr582XQMANhLbwYATjvnAErc9kkj\\\n", + "t3cwHzx4EBERFy9e3PW4arUaxWIxIl6dn6DZGADQGb0ZAOiFXJZlWa+LoDuq1WqMj4/vum9sbCw+\\\n", + "//zziIhYX1+PUqkUhUIhHj16FB9//HEMDg62Hdspl8tFOBcKAMfmZqS8a3JyvfmnXV+X0+2w5wA6\\\n", + "qG6dA6hb9cJp0s0vnxzkHEBH4Qszr7yddG/uJwIgOiIAAuB4pR0AnQQBUIQACE4jAdDZJQBKha+A\\\n", + "AQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIk7\\\n", + "1+sCAAA4br/odQE99tUZmy/0g27+/3TrNc/bZdLiCCAAAACAxAmAAAAAABInAAIAAABInAAIAAAA\\\n", + "IHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwDqkfHx8fjss88a\\\n", + "t+/evRvj4+Pxxhtv9LAqAOhfejMAkDIBUI988cUXcenSpXj//ffjxYsXMT8/H59//nmMjo72ujQA\\\n", + "6Et6MwCQMgFQjxSLxfj0009jbW0tRkdH48///M8jl8vFxMREr0sDgL6kNwMAKTvX6wL6VbVajUuX\\\n", + "LsXGxkYsLi7G5cuXo1gs9rosAOhbafXmvzih5Xz3hJYD0MqXZ2y+nfpJrwvgjHIEUI9UKpV4//33\\\n", + "48mTJ7G0tBRra2vx85//PB4+fNjr0gCgL+nNAEDKHAHUI1tbW7G1tRVvvfVWRERMTEzE48eP4+7d\\\n", + "uz2uDAD6k94MAKQsl2VZ1usiOLtyuVxE3Ox1GQAk42bYNenMyfbmfvsKmK9dwOnktai79OZU+AoY\\\n", + "AAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgB\\\n", + "EAAAAEDiBEAAAAAAiTvX6wIAADirftLrApr4g0M+/qC7xN9tMXZanwtIQav/vYP66gjT/NUxLBdO\\\n", + "D0cAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAA\\\n", + "AIk71+sC6K5KpRLPnz+PWq0WDx8+jMXFxRgdHY2IiGq1GqurqzExMRGVSiXm5+djaGio7RgAcHR6\\\n", + "MwDQCwKgxF26dCmePXsWg4ODsbW1FVevXo21tbWIiJidnW38PjU1FdeuXYv79+/vOzY3Nxf37t3r\\\n", + "zUoAQEL0ZgCgF3wFLHHbO5gRESMjI5HL5SLi1aeP+Xy+8bihoaEol8tNx0ql0glWDQDp0psBgF4Q\\\n", + "ACVuewczIuLu3buxtLQUEa8OIx8eHt712Hw+H+vr603Hnjx50v2CASBxejMA0Au+AtYHNjc348GD\\\n", + "BzEzMxPvvvtuRERsbW01ffzz588PuYQf7fj9fESMHrZEAPrWZkQ863URJ05vBuD06s/e3A8EQGfQ\\\n", + "yspKbGxsNB0vFosxPT3duD06OhoffvhhrK6uxszMTHz66aeRz+ejVqvtmm5raytyuVzTsea+d6T1\\\n", + "AIBXwcTOcOInvSqkI3rzafNXh3z8d49hmZc6mPbHbcbfbDHWbne+1bSt/oZIW77F2Jdtpv3qiNO2\\\n", + "+x856nwP6rCvC/0sjd7MXgKgM2hubu5Aj9u+WsiHH34YERHT09Nx9erVePbsWYyNje2743jhwoV4\\\n", + "+fJl0zEAYC+9GQA47QRACdvc3IwvvviicbtarcbIyEicP38+zp8/v+ux1Wo1isViRERMTEw0HQMA\\\n", + "jk5vBgB6RQCUsOnp6ajVarGyshL5fD4ePnzYuJpIxKvD1ZeXl6NQKMSjR49iZWXlQGMAwNHozQBA\\\n", + "r+SyLMt6XQRn16tL197sdRkAJONm2DXpjN58FMdxDqBW59pp58cdzNs5gDiKfjwHkPPYHJ3enAqX\\\n", + "gQcAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAAS\\\n", + "JwACAAAASNy5XhcAAAC99eYBH9fJrnOrZfxxB9N+o820rWr+SQfT/gctxipt5svBTLQZ/7sWY1+1\\\n", + "mfa7HUz7ixZjX3Yw31ba/e91Mm/oH44AAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAA\\\n", + "SJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAA\\\n", + "AEjcuV4XAAAAvfWNY5hHu93qN4++/G+eP/KkLcv6rf+u9bR/02beTf1x6+FWNbV6mtpN++8/bzNx\\\n", + "B/7Dbzcf+6rFdF+2mW+raTvxu23G/77FWLuaftFi7OfPjjhhROuN266odn84QIQjgAAAAACSJwAC\\\n", + "AAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicA\\\n", + "AgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASd67XBQAAwPH67UM+vnLAx/1xi7E320zbYrf7dwdb\\\n", + "T/pbLcbeaLPYb7QYu9Rm2q8fcb7t3mG0Wp9207Yc/3abibvkqyOORUT8fQfT/qLF2C/bTFs64nwj\\\n", + "In7dYuw/Ot987G9etJlxqxX+ss20/6zNeMThXxciIn52hGng9HIEEAAAAEDiBEAAAAAAiRMAAQAA\\\n", + "ACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4A1EeuXr2663a1Wo3l5eUol8uxvLwc9Xr9\\\n", + "QGMAwPHQmwGAk3Ku1wVwMkqlUqyuru66b3Z2NtbW1iIiYmpqKq5duxb379/fd2xubi7u3bt3skUD\\\n", + "QML0ZgDgJDkCqA/U6/XI5/MxPDzcuK9SqUQ+n2/cHhoainK53HSsVCqdXMEAkDi9GQA4aQKgPlAq\\\n", + "lWJiYmLXfdVqdddOZ0REPp+P9fX1pmNPnjzpeq0A0A/0ZgDgpAmAElcul6NYLO65f2trq+k0z58/\\\n", + "72ZJANDX9GYAoBecA+gMWllZiY2NjabjxWIxpqenY3NzM/L5fAwODu55zFtvvRW1Wm3XfVtbW5HL\\\n", + "5SKfz+871tyPdvx+PiJG268EAERExGZEPOt1ER3TmwFIRxq9mb0EQGfQ3NzcgR5XqVRia2urccLI\\\n", + "Wq0WP/zhD2N6ejoKhcK+O44XLlyIly9fNh3b3/cOXDsA7DYau8OJn/SqkI7ozQCkI43ezF4CoIRd\\\n", + "vnx51+2FhYW4du3avo+tVquNw9H3OyfBfoeqAwCHozcDAL0iAOoD9Xo97ty5E7lcLn7wgx/E5cuX\\\n", + "Y3R0NFZWVmJ5eTkKhUI8evQoVlZWGtO0GgMAOqM3AwAnLZdlWdbrIji7crlcRNzsdRkAJONm2DXp\\\n", + "jN4cEfHbh3z8mwd83B93MI8Wn7v+7t5zQu3yWy3G3miz2G+0GLvUZtqvH3G+7T5ibrU+7aY9jR9f\\\n", + "f3XEsYiIv+9g2l+0GPtlm2lLR5xvRMSvW4y1Wp+/edFmxq1W+Ms20/6zNuMHmcd+fnaEaVKkN6fi\\\n", + "NL6EAgBAB1qdIHs/rYKdnVq8gf3mt1tP2iofmmqz2FZBTLsQp0VQM/SH/671Yr/2q6ZjX4vmY2+0\\\n", + "SS5+L/666di5lulCxBstxluNderXLZK2VmNftUno/jp+r8V8W79V+1V8renYL3/VfCwion7hd5oP\\\n", + "tguAWoVHrYKnWpugs1U+8/PPW08b32kzHnGwkAjS5jLwAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAA\\\n", + "AEDiBEC4WFuCAAAL1klEQVQAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAA\\\n", + "JE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAA\\\n", + "ACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJO5crwsAAIDjdb5Lj/9G86F/1GbS6RZjf9Rm\\\n", + "2t9qPvSf/v7TlpP+fvxV07Gvx6/aTPsvmo59rcW0vxd/3XK+b8RXR67pjfh107H/7P/5WctpO/H/\\\n", + "/Ve/3XTs1/FG07FfxtdazvfXLd6O/XX8Xstpf9Vi3v/ia7/fctpf/rctpo0/aDntv/5H480H/77F\\\n", + "hP9xy9lGlFuM/fx8m4l/0WY84vCvCxERrf+/4KxxBBAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAA\\\n", + "kDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAA\\\n", + "AJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQA\\\n", + "AACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4AlLjFxcUYGBiIfD4fU1NTsb6+3hirVquxvLwc5XI5\\\n", + "lpeXo16vH2jsZG32aLm90k/r20/rGtFf69tP6xphfTksvfms+T96XcCJ+Xc//pe9LuFE/fhRrys4\\\n", + "Of22bfvp//aVfntd5qjO9boAumt8fDxevny579js7Gysra1FRMTU1FRcu3Yt7t+/v+/Y3Nxc3Lt3\\\n", + "72SK3uVZRIz2YLm98iz6Z32fRf+sa0R/re+z6J91jbC+HJbefNb8nxHxX/e6iBPxtz/+l/E7//i/\\\n", + "6HUZJ+bHjyL+8Tu9ruJk9Nu27af/21eeRX+9LnNUjgDqU5VKJfL5fOP20NBQlMvlpmOlUunEawSA\\\n", + "fqI3AwDdJADqA6urq1Eul+PGjRuNw8Wr1WoMDw/velw+n4/19fWmY0+ePDmxmgEgZXozAHDSfAUs\\\n", + "cVNTU3Hx4sWIeLWjOD09HWtra7G1tdV0mufPnx94/m+//Xb89Kc3Oy2zjZ90ef6nTT+tbz+ta0R/\\\n", + "rW8/rWuE9T0+b7/9dtfmfVrozWfRrfYPWe9g/AeHqWW3f91m/LBfEvy//+n/1vj9Tw9dzdnzT//n\\\n", + "gz7yZ90so4mNDqb9X/bcs3Pb9ocD/N8mRW+mPQHQGbSyshIbG80bQrFYjOnp6YiIxg7m9u+VSiVe\\\n", + "vHgR+Xw+arXarum2trYil8s1HduPTx4BQG8GAE4/AdAZNDc3d6DHVSqVmJ+fb5wwctvg4GAUCoV9\\\n", + "dxwvXLgQL1++bDoGAOylNwMAp51zACVsbGwsvv/97zdul0qluHr1akRETExM7HpstVqNYrHYdgwA\\\n", + "ODq9GQDolVyWZVmvi6B7yuVyVKvViIjY2NiIjz/+OAYHByMiYn19PUqlUhQKhXj06NGBxwD60dWr\\\n", + "VxuX44549QZ8dXU1JiYmGkd1DA0NtR0DvRngeOjNcDgCIIAuSXFHY319PdbW1qJWq8WjR49iaWkp\\\n", + "RkdHIyLtna5SqRQzMzPx8uXLxn1TU1ONr/HU6/W4du1aYyf09bG5ubm4d++wp2I9eaurq7tuX758\\\n", + "OSLS3rZAf0nxNUtv1ptT27Z0UQb03JUrV3bd3tjYyG7fvp2VSqXs9u3bWa1WO9AYp8vk5GTj91qt\\\n", + "ll29erWH1XSuVqtld+/ebdwulUrZ2NhY4/br67vz7/osPxe1Wi17/PhxNjIy0rjv8ePHWbFY3PW4\\\n", + "7fFWY6fZ0tJStrq6mmXZq3Xeuc1S3bbQit6cptRes/RmvXl7LJVtS3c5CTSnTr+l3KVSac86z87O\\\n", + "Nj6hmJqa2vXpxetjZ+XTi377dKpSqUQ+n2/cHhoailKp1MOKOrexsRFLS0uNk91OTk5GtVqNFy9e\\\n", + "xNOnT/esb7lcjoiz/1yUSqXG69C2arUaw8PDu+7L5/Oxvr7edOzJkyen9oS9tVotbt261TjJ8NDQ\\\n", + "UON1Zr/tl8q25eD0Zr05hW2b4muW3vwbenMa25buEgBxqty+fTvGx8fjvffei3q9HtPT040X9xR3\\\n", + "vOr1euTz+V0NKcUX9Hq9Hmtra42dk3K5HMViMZ4+fRoRaW7bs7ij0c7ExMSuv7e1tbUYGRmJwcHB\\\n", + "5Ha6tm3/rb6u2eW3IyKeP3/ezZK6Ym1tLQqFQqyursbw8HBUKpW4cuVKjI6OJrttOTi9WW9OZdum\\\n", + "+JqlN/+G3nz2ty3d5ypgnBrbKfd7770XEf2RcpdKpX2v7HKUF/TTbPvTqW07P51Kddu22gk5y86f\\\n", + "P9/4/e7du7GyshIR6e10RURsbm5GPp/f9yS7b731VtRqtV33bW1tRS6Xi3w+v+/YaVatVqNSqUSx\\\n", + "WIzp6emYn59v7FynuG05OL35Fb05jW172l+Lj0pvfkVvfuWsbltOhiOAODX6LeXul08vIvrz06lm\\\n", + "OyGpWFlZiQ8++KDxpjC1na6IV29ytra2Gm92a7Va/PCHP4zp6ekoFAr7rsOFCxfi5cuXTcdOq0Kh\\\n", + "EIVCobFDPTQ0FNVqNZ49e9Z0+53lbcvB6c2v6M1nf9tG6M0RZ//1W2/Wm+mMAIhTY2fKPTg4GFNT\\\n", + "UzE5ORlPnz49MzteKysrsbGx0XR8O8Hvp08vtvXTp1MR0XIn5Kwrl8sxNjYW7777buO+1Ha6ImLP\\\n", + "uQUWFhbi2rVr+z62Wq023jTud+TAfm8oT5NCobDnvu03eGNjY8ltWw5Ob35Fb/6N07RtD0tvfuUs\\\n", + "v37rzXoznREA0XUH3fFKIeXe/h59O6l8enHQbfv6NKl/OhURcfHixV23z8KOxkFsH/q/vX4PHjyI\\\n", + "K1eutFzfs7jTtVO9Xo87d+5ELpeLH/zgB3H58uUYHR2NlZWVWF5ejkKhEI8ePWq8cYqIlmOnUaFQ\\\n", + "iOHh4ajX6zE0NBS1Wi3Gxsbi/Pnzu94gRqS1bfuZ3ryX3qw3n1V6s96c0raly3p9GTLYtrGxseuy\\\n", + "lVn26vKMm5ubWaVS2XU5w+2xLHt1WcdmY2dFLpfbdXvn+mxsbGSzs7MHGjvtSqVSVi6Xd92X8rat\\\n", + "VCrZ7du3swcPHmSLi4tZvV7vdUkd2djYyHK53K6f8fHxxnir9U3tuUhRtVrNFhcXG9toc3OzMWbb\\\n", + "9i+9+Tf05jS2bWqvWXpz2vRmjpsAiFNlcnIyq9VqWZZl2fPnz7OpqaldY9tS2fGq1WrZ0tJSNjAw\\\n", + "kC0vL2fVajXLsjRf0B8/fpxVKpXG7fv37zd+T3HbAqRCb9abU9m2AP0ul2VZ1uujkGDb5uZm3Llz\\\n", + "J95555149OhRXL9+vXGI4/r6epRKpcZhmx9//HHjkPRWY/RetVqN8fHxXfeNjY3F559/HhG2LcBp\\\n", + "pjenSW8G6D8CIAAAAIDEDfS6AAAAAAC6SwAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQA\\\n", + "AACQOAEQAAAAQOIEQAAAAACJEwABdMHi4mIMDAzE+Ph4fPbZZ7G+vh5jY2ORz+fjyZMnvS4PAPqO\\\n", + "3gz0u1yWZVmviwBI0ezsbNTr9fjLv/zLiIi4fv16XL9+PS5cuNDjygCgP+nNQD9zBBBAlywsLMTD\\\n", + "hw/j2bNnERFRrVbtYAJAD+nNQD974+bNmzd7XQRAigqFQvzpn/5p/N3f/V3kcrn41re+FRMTE70u\\\n", + "CwD6lt4M9DMBEEAXfeMb34hbt27F8+fP4/vf/358/etf73VJANDX9GagX/kKGEAXbZ9rIJfLxeDg\\\n", + "YK/LAYC+pzcD/epcrwsASNnQ0FDMz8/H7Oxsr0sBAEJvBvqXI4AATsC7777b6xIAgB30ZqDfOAII\\\n", + "oAsmJyfjgw8+iOHh4ZiZmel1OQDQ9/RmoN85AgigC9555524c+dO1Ov1eO+993pdDgD0Pb0Z6He5\\\n", + "LMuyXhcBAAAAQPc4AggAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmA\\\n", + "AAAAABInAAIAAABInAAIAAAAIHH/P7QimTCPvuizAAAAAElFTkSuQmCC\\\n", + "\"\n", + " frames[8] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABIAAAAFoCAYAAAAvh4ASAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\\\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3U9sm3maJ/aHKlf3VIDoD6szGaSzifWnEUwQoGxJ1QPM\\\n", + "IOjtkqXMHCaHsq0qIFdLcoDcFlVy18l7mrLVuSZlqw8B5pKxLcxhA+xMmazuTjILTCxT7iDIYFEW\\\n", + "5Q12sTuNLon0AtPTXdV+c/CQJVoiKYmiKP34+QACRP74vu/z8pX4vPzy5fvmsizLAgAAAIBkDfS6\\\n", + "AAAAAAC6SwAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJ\\\n", + "EwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAA\\\n", + "iRMAAQAAACROAAQAAACQOAEQcKbdvn07BgYGYmBgICYmJuq/5/P5+u8DAwPx/PnzXpfaVSsrK/X1\\\n", + "v3HjxoGmWVpaqj9PT5486XKFAGfP3bt3G3rLxMRETE9PN9w3MHC43elisbjnvlKpFCMjIyf6Wrxf\\\n", + "HYdxlL7TTaelDx7keW22vTvdJkd1Wv4mj+r27dsxPT0dc3NzMT8/H1tbW70uCU4tARBwpn3xxReR\\\n", + "y+WiVCrF06dPY3FxMSIiPvvss3jx4kX99vb2di/L7LoPPvggnj59GhERuVzuQNPcuXMn7t+/382y\\\n", + "AM60xcXFePr0aQwNDUUul4unT5/G+vp6PH36NF68eBEffvhhRMShPmS4detWVKvVhvuGh4fjW9/6\\\n", + "1rHWfpQ6DuMofaebTksfPMjz2mx7d7pNjuq0/E0exdLSUty9ezc+++yz+PTTT+O9996LqampnjyP\\\n", + "cBYIgIAzrVKpxIcffhgXLlyIiIgsyxrGP/nkkxgeHo5KpdKL8k69V58vAPbK5/P73v/xxx/H8PDw\\\n", + "oT5kKBQKewKKsbGx+Pzzz+u97CTsV0c/Ou4+eJDntdn27tU2OS1/k4dVLpdjdXU1rl69GoODgxER\\\n", + "cfny5YiI+JM/+ZNelganlgAIONN2dnbivffea/mYS5cunVA1APSD5eXlWFtbi4iI+fn5A3/IsLS0\\\n", + "FBG9D99PSx2p6eR57dU2Oct/C6VSKSIixsfHG+4fHR2Nu3fv9qIkOPUEQMCZNjs72/bTqaWlpRga\\\n", + "Gorl5eX6+Rq2trbi9u3bMT4+HisrK3Hjxo095wuamppqen6H5eXl+vfNr1+/3nTZy8vLMTIyEgMD\\\n", + "A7G2tlaf59zcXFSr1fr5JfL5fKysrOw7/dzcXExPT+97ToPl5eXI5/Pxne98JwqFQtMaDlIrAO1t\\\n", + "bm7G6upq/YiJTz75pKEPFQqFhvORTE9Px8bGRty4caN+rpWrV6/G3NxcFIvFuH79ev08NJ999llE\\\n", + "dNY7KpVKff61cxbVwqqIaFpHTbuecZC+8+rjU+iDnT6vNbvPO7R7ex9lm7Tar+mk5t1/k6+uQ7Pt\\\n", + "cfv27fp2LhaLMTs7GwMDAzE9Pd21c/LUgp/aV/9qNjY2fAUMmskAErK4uJjlcrlsY2Nj3/EHDx5k\\\n", + "uVwuW15ezsrlcjY+Pp5NTExkWZZld+/ezXK5XFatVuuPv337dpbL5fYsY3p6un776tWr2ezsbNOa\\\n", + "asucmJjItra2slKplOVyuWxkZCSbn5/PqtVqfTmFQqE+3ZUrV7K5ubn67ampqWxpaWnPum5tbWVZ\\\n", + "lmWXLl3KcrlcduPGjQPX+vDhw5bPFwBZNjY2luVyuWx8fDzL5XJZLpfL1tbW9n3s+Ph4vY+Uy+WG\\\n", + "19j9+kyWZVmhUMhyuVxWLBbr9x21d1y6dKnhdX55eXlPH2tWR7uecZC+s58U+mAnz+ur9tveR90m\\\n", + "rfZrOql5vxrbbY9aLSMjI1mxWMwqlUo2NTWVjYyMtHw+sizLdnZ2Wv40Mz4+no2MjGSlUinb2dnJ\\\n", + "Pvzww2xkZCQbGBio/10AX3MEENBXsn84xHlraytGR0fj/v379RNAZvsc/vzqfbXvm9cOmY54efh/\\\n", + "oVBo+gnX0NBQRLz81Oz8+fNx8eLFuHz5clSr1VhdXY3BwcH44IMPIiLqn16Wy+VYW1trWM57770X\\\n", + "d+/ejefPn0elUqnXcf78+Yh4+enbQWt99uxZ2+cKgK/VTgK9ubkZw8PDTR9XLpfj4cOHEfHyqyi3\\\n", + "bt2qP36/PhMRMTIysue+o/SO2rx2n89leno6IqLhdX+/Otr1jIP0nWZS6INHfV6bzetVR9kmu6fb\\\n", + "b7+mk5pfrbHd9tg9r48++ijeeeedGBoaiqWlpahUKi2f71KpFPl8vunP22+/3XTax48fx6VLl2Jm\\\n", + "Ziamp6fjO9/5TkxNTUVE1P8ugK+d63UBAL0wOzsbEREXL1481HS175t/8sknce/evYh4eYWx8fHx\\\n", + "+s5XM7Udr5rh4eH6SQubLWdsbKx+X63WQqFQ36nZ/b33V5fdqtZyuWzHCOAIRkdHY35+vn67XC7H\\\n", + "xsZG/eSzly5diqtXr0ZExOTkZLz33nsdvd4epndERNy7dy+q1Wo8ePAgCoVCrK+vR0S0PU9Ru55R\\\n", + "C7Fa9Z3jXJfT1geP+rx24jD177dfc5w1t9se7777bv3+ycnJ+u/7hV2vmpycbPl1wmYnYY94GS7W\\\n", + "npuaDz74oGVIC/1MAAT0pVd3Qpv54osvGm7XrvRy+/bteOeddzqqodUOTbsrytTGd+/gvLqzc5y1\\\n", + "AvC1paWl+mvugwcPGo6yuH//fhQKhXj48GHcu3cvlpeXY3h4OBYWFvbMp1QqNbxZPohWvaNWz40b\\\n", + "N+o/jx8/rgdSzZRKpbY9o/YGvVXfOayz1AeP+rwedvvunvYw9e+3X3OcNR/mSne7Q6KD6uR5Gh4e\\\n", + "blhmtVptOFIJ+JqvgAF9ab+d1v12REulUsOOfe0w5MePHzc87sGDB8d6ksPalcs2Nzfr95XL5fpY\\\n", + "bUdv94kPa+M1tcd0u1aAfnPx4sX60SZ/9md/Vj/KoVQqxZUrV+Ly5cvxySefxPb2diwuLta/EvZq\\\n", + "n1lcXDzWusrlcszPz8eNGzfi2rVrcf78+T0fZDSro11/q4236jvH6TT1wU6e14M6yjbZ7dX9muOu\\\n", + "ud326EQnXwGrnRy7phZUCoBgfwIgICm1T6j228nZbb/vvNc+PartqJdKpXj8+HFkWVbf0bp48WJc\\\n", + "unQplpeXY2Njo/64jz/+uOmh8LVDrV9d5n411h4zNjYWV65ciTt37tTH7ty5E0tLSzE4OBjDw8Nx\\\n", + "5cqVePDgQf1KF7du3YqIiJ2dnYh4+WnaQWtt93wB9LNmRz98+OGHsbGx0fAmulgsNlxpaWxsLL77\\\n", + "3e9GxNdv0h8+fBiFQqH+9aXa/Hf3iaP0jto0ta/6lMvl+nlxdr9x36+Odv1taGiobd9p5qz3wU6e\\\n", + "1/3st72Psk32e96Oq+ZXa2y3PXbb7++h1d9I7StgzX5q5zTaz/DwcL3mSqUSS0tLsbS01PYKsdC3\\\n", + "TvKM0wDdcv/+/frVWQYGBrKRkZGGq2Zk2csrXYyPj2cDAwPZ1NRUdvfu3T3zuX37djY+Pp7Nzs5m\\\n", + "y8vL9auS5PP5hiu+LC0tZSMjI9nIyEg2NzfX9IoftboGBgay6enprFAoZEtLS/U65+bmslKplF26\\\n", + "dCkbGBjI8vl8w9VLlpeXs9nZ2Wxqamrfq6wsLS1l4+Pj2dzcXP3qGwMDA9n8/HzbWnfXNjEx0fSK\\\n", + "NgD96s6dO/XXyVpvmZqaarga2MDAQP1KSaVSKZubm2t47b5+/XrDPK9evZrlcrlseno6q1are16L\\\n", + "Hzx4kD148ODIvWN5eTkbGRnJxsfH61fYmp2dzfL5fMMVnV6to6ZdfztI39ktlT7Y6fO63/Px6jIP\\\n", + "u012/33ut19z1Jpb1dhse+y3nXfvd9XuO26lUimbmpqq17SysnLsy4CU5LLsgKerp6/UzvQ/OTkZ\\\n", + "pVIpFhcX61dwAABOnt4MAHRCAMS+pqen64eMVqvVWFhY2HOGfQDg5OjNAEAnnAOIPWonYqsZGhpq\\\n", + "eWlGAKC79GYAoFMCIPYol8t7riSQz+fjyZMnPaoIAPqb3gwAdEoAxB7NrnQBAPSG3gwAdOpcrwvg\\\n", + "9HnzzTfrl46sabbjmcv9TkT87QlUBUA/eOuttxzVso/D9eb/JCL+7QlUBUA/0JvTIQBij7GxsX13\\\n", + "Ki9cuLDPo/82Im52sZofR8T3uzj/06af1ref1jWiv9a3n9Y1wvoer5/97GbX5n2WHa43/9uI+B+7\\\n", + "WM1fRsR/08X5nzYnsb5fdXn+B/UwImZ33f5lrwo5ISm/fr/xyu1Xt20vnORbT69Tx+lnP/snXZs3\\\n", + "J8tXwNjj4sWLDbfL5XLMzva6YQBA/9KbAYBOOQKIfa2ursbKykqMjY3Fo0ePYnV1tdclAUBf05sB\\\n", + "gE7ksizLel0EZ1cul4vufgVsKyJGuzj/06af1ref1jWiv9a3n9Y1wvoet5th16QzL3tzN78C9jQi\\\n", + "Jro4/9PmJNb3tHwFbDMixnfdTv0rYCm/fr/6FbBXt20vnOSxB16njtc/0ZsT4StgnHKpNuVm+ml9\\\n", + "+2ldI/prfftpXSOsL/2nn95URfTX+vY6IDhp/fR61m/btp/+byP6b305KgEQAAAAQOIEQAAAAACJ\\\n", + "EwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkLhzvS4AAIDj9u1eF9Bj\\\n", + "X/W6gEP6sovz/lddnDen1y87mPY/P7YqGr3epfl2k7fLpMURQAAAAACJEwABAAAAJE4ABAAAAJA4\\\n", + "ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQ\\\n", + "OAEQAAAAQOIEQAAAAACJO9frAgAAOG7ne13AGfPVCSzjyw6m/emxVQHt/asOpv1eB9O+3sG0B+Gt\\\n", + "LzgCCAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAA\\\n", + "AEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBx53pdAAAAx+1Zrws4Y746hnl8\\\n", + "2ePlw2nwtMVYJ289X+9g2uNYPqTBEUAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJ\\\n", + "EwABAAAAJE4ABAAAAJA4ARAAAABA4gRAfWJ2dnbPfeVyOVZWVqJYLMbKykpUq9UDjQEAndObAYCT\\\n", + "lMuyLOt1EXRPsViMzc3NuH79erx48aJhbHp6OtbX1yMiolqtxrVr1+L+/fv7ji0sLMS9e/f2zD+X\\\n", + "y0XEza6uAwD95GakvmtyMr35f+3uSiTnq2OYx5ddXP6/6WDecJK+3WLsXAfzfb2DaY9j+f3u/eR7\\\n", + "c79wBFDiZmZmYnFxcc/9pVIp8vl8/fbQ0FAUi8WmY4VCofvFAkAf0JsBgF4QAPWpcrkcw8PDDffl\\\n", + "8/nY2NhoOvbkyZOTLBEA+oreDAB0kwCoT21vbzcd29nZOcFKAIAIvRkA6C5fhDyDVldXY3Nzs+n4\\\n", + "7OxszMzMtJzHm2++GZVKpeG+7e3tyOVykc/n9x1r7se7fj8fEaMtlw0puNnFc191c95w+mxFxLNe\\\n", + "F9Gx09eb//ddv3/3H366oZPz3pwmJ3EOoL84hmXAadfJ+ar+sMWYcwA1Oo7no5X/6x9+SE1K/wV9\\\n", + "Y2FhoeN5jI2N7bvjeOHChXjx4kXTsf19v+N6AOhXo9H4wcFPe1VIR05fb/4fOq4HgH716gcH/1Ov\\\n", + "CuGY+QpYn7p48WLD7XK5XL8c7eTkZNMxAKA79GYAoJscAZS4jY2NePjwYeRyubhx40bDIeirq6ux\\\n", + "srISY2Nj8ejRo1hdXa1P12oMADg6vRkA6IVclmVZr4vg7MrlchHOV0Ifcg4g6JabYdekMy978/97\\\n", + "QktzDqCvOQcQdMY5gA6u2+cAetV/qTcnwlfAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAA\\\n", + "AAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASd67XBQCcVjfj5qlbbq9qAs6avz2h5Xx1\\\n", + "Qsvpti+PYR6pPBfQKz9vMXYcb1tfP4Z5nBbexnM0jgACAAAASJwACAAAACBxAiAAAACAxAmAAAAA\\\n", + "ABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAA\\\n", + "AAASJwACAAAASNy5XhcAAMBxm+x1AR346hjm8c+PYR77+bKDab/dYuzfdDBfOCta/Q9ERHzRwbxf\\\n", + "72DaVv6ow+m93eZ0cQQQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkT\\\n", + "AAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOLO9boAgNPq\\\n", + "Ztw80lg3lwtwMNu9LqDHvnvIx//FMSzzy2OYB6TseQfTvn4My//DI0zTSc1w+jgCCAAAACBxAiAA\\\n", + "AACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgced6\\\n", + "XQDdtbGxEevr61GpVOLRo0dx69atGB0djYiIcrkca2trMTk5GaVSKRYXF2NoaKjtGABwdHozANAL\\\n", + "AqCEVavVWF9fj4WFhYiIKBaLMTs7G0+fPo2IiPn5+VhfX4+IiOnp6bh27Vrcv39/37GFhYW4d+9e\\\n", + "D9YCANKhNwMAveIrYAnb3NyMW7du1W9PTU1FuVyO58+fR6lUinw+Xx8bGhqKYrEYEbHvWKFQOLnC\\\n", + "ASBRejMA0CsCoIRNTk427Byur6/HyMhIDA4ORrlcjuHh4YbH5/P52NjYaDr25MmTE6kbAFKlNwMA\\\n", + "veIrYIk7f/58/fe7d+/G6upqRERsb283nWZnZ+eQS/nx7iVGxOghp4ez52bc7HUJkIitiHjW6yJO\\\n", + "1Mn05lu7fp+OiLcPOf1Z99UhH/8HB3zcPz9sIUDdL7s47R8dYB7//gjL7de3y48iYr3XRdAF/foX\\\n", + "faatrq7G5uZm0/HZ2dmYmZnZM837778f7777bkREvPnmm1GpVBoes729HblcLvL5/L5jzX3/cCsA\\\n", + "AHWj0fjBwU97VUhHTl9v/u8PtwIAUPd2NH5w8EmvCuGYCYDOoNqJIw+qWCzG+Ph4vPPOO/X7xsbG\\\n", + "9t1xvHDhQrx48aLpGACwl94MAJx2zgGUuNpJI2s7mA8ePIiIiIsXLzY8rlwux+zsbES8PD9BszEA\\\n", + "oDN6MwDQC7ksy7JeF0F3lMvlmJiYaLhvfHw8Pv/884iI2NjYiEKhEGNjY/Ho0aP46KOPYnBwsO3Y\\\n", + "brlcLsK5UAA4Njcj5V2Tk+vNP+v6upxuhz0H0EF16xxA3aoXTpNufvnkIOcAOgpfmHnpraR7cz8R\\\n", + "ANERARAAxyvtAOgkCIAiBEBwGgmAzi4BUCp8BQwAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwA\\\n", + "CAAAACBxAiAAAACAxAmAAAAAABInAAIAAABI3LleFwAAwHH7Za8L6LGvzth8oR908/+nW6953i6T\\\n", + "FkcAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAA\\\n", + "AIkTAAEAAAAkTgAEAAAAkDgBUI9MTEzEZ599Vr999+7dmJiYiNdee62HVQFA/9KbAYCUCYB65Isv\\\n", + "vohLly7Fe++9F8+fP4/FxcX4/PPPY3R0tNelAUBf0psBgJQJgHpkdnY2Pv3001hfX4/R0dH48z//\\\n", + "88jlcjE5Odnr0gCgL+nNAEDKzvW6gH5VLpfj0qVLsbm5GcvLy3H58uWYnZ3tdVkA0LfS6s1/cULL\\\n", + "+d4JLQeglS/P2Hw79dNeF8AZ5QigHimVSvHee+/FkydP4tatW7G+vh6/+MUv4uHDh70uDQD6kt4M\\\n", + "AKTMEUA9sr29Hdvb2/Hmm29GRMTk5GQ8fvw47t692+PKAKA/6c0AQMpyWZZlvS6CsyuXy0XEzV6X\\\n", + "AUAyboZdk86cbG/ut6+A+doFnE5ei7pLb06Fr4ABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkT\\\n", + "AAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQuHO9LgAAgLPqp70uoIk/\\\n", + "OOTjD7pL/L0WY6f1uYAUtPrfO6ivjjDNXx3DcuH0cAQQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAA\\\n", + "AJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkLhzvS6A7iqVSrGzsxOVSiUePnwYy8vLMTo6\\\n", + "GhER5XI51tbWYnJyMkqlUiwuLsbQ0FDbMQDg6PRmAKAXBECJu3TpUjx79iwGBwdje3s7rl69Guvr\\\n", + "6xERMT8/X/99eno6rl27Fvfv3993bGFhIe7du9eblQCAhOjNAEAv+ApY4mo7mBERIyMjkcvlIuLl\\\n", + "p4/5fL7+uKGhoSgWi03HCoXCCVYNAOnSmwGAXhAAJa62gxkRcffu3bh161ZEvDyMfHh4uOGx+Xw+\\\n", + "NjY2mo49efKk+wUDQOL0ZgCgF3wFrA9sbW3FgwcPYm5uLt55552IiNje3m76+J2dnUMu4ce7fj8f\\\n", + "EaOHLRGAvrUVEc96XcSJ05sBOL36szf3AwHQGbS6uhqbm5tNx2dnZ2NmZqZ+e3R0ND744INYW1uL\\\n", + "ubm5+PTTTyOfz0elUmmYbnt7O3K5XNOx5r5/pPUAgJfBxO5w4qe9KqQjevNp81eHfPz3jmGZlzqY\\\n", + "9idtxl9vMdZud77VtK3+hkhbvsXYl22m/eqI07b7HznqfA/qsK8L/SyN3sxeAqAzaGFh4UCPq10t\\\n", + "5IMPPoiIiJmZmbh69Wo8e/YsxsfH991xvHDhQrx48aLpGACwl94MAJx2AqCEbW1txRdffFG/XS6X\\\n", + "Y2RkJM6fPx/nz59veGy5XI7Z2dmIiJicnGw6BgAcnd4MAPSKAChhMzMzUalUYnV1NfL5fDx8+LB+\\\n", + "NZGIl4err6ysxNjYWDx69ChWV1cPNAYAHI3eDAD0Si7LsqzXRXB2vbx07c1elwFAMm6GXZPO6M1H\\\n", + "cRznAGp1rp12ftLBvJ0DiKPox3MAOY/N0enNqXAZeAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAg\\\n", + "cQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxJ3rdQEAANBbrx/wcZ3sOrdaxh93\\\n", + "MO0bbaZtVfNPO5j2P2gxVmozXw5mss3437UY+6rNtN/rYNpfthj7soP5ttLuf6+TeUP/cAQQAAAA\\\n", + "QOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAA\\\n", + "AEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOLO9boAAADorTeOYR7tdqtfP/ryv3X+yJO2\\\n", + "LOu3/rvW0/5Nm3k39ceth1vV1Oppajftv/+8zcQd+A+/03zsqxbTfdlmvq2m7cTvthn/+xZj7Wr6\\\n", + "ZYuxXzw74oQRrTduu6La/eEAEY4AAgAAAEieAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwA\\\n", + "CAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEjc\\\n", + "uV4XAAAAx+u3D/n40gEf98ctxl5vM22L3e7fHWw96W+1GHutzWLfaDF2qc203zzifNu9w2i1Pu2m\\\n", + "bTn+nTYTd8lXRxyLiPj7Dqb9ZYuxX7WZtnDE+UZE/KbF2H90vvnY3zxvM+NWK/xlm2n/WZvxiMO/\\\n", + "LkRE/PwI08Dp5QggAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIA\\\n", + "AABInACoj1y9erXhdrlcjpWVlSgWi7GyshLVavVAYwDA8dCbAYCTcq7XBXAyCoVCrK2tNdw3Pz8f\\\n", + "6+vrERExPT0d165di/v37+87trCwEPfu3TvZogEgYXozAHCSHAHUB6rVauTz+RgeHq7fVyqVIp/P\\\n", + "128PDQ1FsVhsOlYoFE6uYABInN4MAJw0AVAfKBQKMTk52XBfuVxu2OmMiMjn87GxsdF07MmTJ12v\\\n", + "FQD6gd4MAJw0AVDiisVizM7O7rl/e3u76TQ7OzvdLAkA+preDAD0gnMAnUGrq6uxubnZdHx2djZm\\\n", + "ZmZia2sr8vl8DA4O7nnMm2++GZVKpeG+7e3tyOVykc/n9x1r7se7fj8fEaPtVwIAIiJiKyKe9bqI\\\n", + "junNAKQjjd7MXgKgM2hhYeFAjyuVSrG9vV0/YWSlUokf/ehHMTMzE2NjY/vuOF64cCFevHjRdGx/\\\n", + "3z9w7QDQaDQaw4mf9qqQjujNAKQjjd7MXgKghF2+fLnh9tLSUly7dm3fx5bL5frh6Pudk2C/Q9UB\\\n", + "gMPRmwGAXhEA9YFqtRp37tyJXC4XP/zhD+Py5csxOjoaq6ursbKyEmNjY/Ho0aNYXV2tT9NqDADo\\\n", + "jN4MAJy0XJZlWa+L4OzK5XIRcbPXZQCQjJth16QzenNExG8f8vGvH/Bxf9zBPFp87vq7e88J1eC3\\\n", + "Woy91maxb7QYu9Rm2m8ecb7tPmJutT7tpj2NH19/dcSxiIi/72DaX7YY+1WbaQtHnG9ExG9ajLVa\\\n", + "n7953mbGrVb4yzbT/rM24weZx35+foRpUqQ3p+I0voQCAEAHWp0gez+tgp3dWryB/dZ3Wk/aKh+a\\\n", + "brPYVkFMuxCnRVAz9If/rvViv/HrpmPfiOZjr7VJLn4v/rrp2LmW6ULEay3GW4116jctkrZWY1+1\\\n", + "Sej+On6vxXxbv1X7dXyj6divft18LCKieuF3mg+2C4BahUetgqdKm6CzVT7zi89bTxvfbTMecbCQ\\\n", + "CNLmMvAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAA\\\n", + "AABA4gRQVsA6AAALuklEQVRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAA\\\n", + "ACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEA\\\n", + "AAAk7lyvCwAAgON1vkuPf6P50D9qM+lMi7E/ajPtbzUf+k9//2nLSX8//qrp2Dfj122m/RdNx77R\\\n", + "Ytrfi79uOd/X4qsj1/Ra/Kbp2H/2//y85bSd+P/+q99uOvabeK3p2K/iGy3n+5sWb8f+On6v5bS/\\\n", + "bjHvf/GN32857a/+2xbTxh+0nPZf/6OJ5oN/32LC/7jlbCOKLcZ+cb7NxL9sMx5x+NeFiIjW/19w\\\n", + "1jgCCAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAA\\\n", + "AEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIA\\\n", + "AABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwBK\\\n", + "3PLycgwMDEQ+n4/p6enY2Nioj5XL5VhZWYlisRgrKytRrVYPNHaytnq03F7pp/Xtp3WN6K/17ad1\\\n", + "jbC+HJbefNb8H70u4MT8u5/8y16XcKJ+8qjXFZycftu2/fR/+1K/vS5zVOd6XQDdNTExES9evNh3\\\n", + "bH5+PtbX1yMiYnp6Oq5duxb379/fd2xhYSHu3bt3MkU3eBYRoz1Ybq88i/5Z32fRP+sa0V/r+yz6\\\n", + "Z10jrC+HpTefNf9nRPzXvS7iRPztT/5l/M4//i96XcaJ+cmjiH/8dq+rOBn9tm376f/2pWfRX6/L\\\n", + "HJUjgPpUqVSKfD5fvz00NBTFYrHpWKFQOPEaAaCf6M0AQDcJgPrA2tpaFIvFuHHjRv1w8XK5HMPD\\\n", + "ww2Py+fzsbGx0XTsyZMnJ1YzAKRMbwYATpqvgCVueno6Ll68GBEvdxRnZmZifX09tre3m06zs7Nz\\\n", + "4Pm/9dZb8bOf3ey0zDZ+2uX5nzb9tL79tK4R/bW+/bSuEdb3+Lz11ltdm/dpoTefRR+3f8hGB+M/\\\n", + "PEwtjf51m/HDfknw//6n/1v99z89dDVnzz/9nw/6yJ93s4wmNjuY9n/Zc8/ubdsfDvB/mxS9mfYE\\\n", + "QGfQ6upqbG42bwizs7MxMzMTEVHfwaz9XiqV4vnz55HP56NSqTRMt729HblcrunYfnzyCAB6MwBw\\\n", + "+gmAzqCFhYUDPa5UKsXi4mL9hJE1g4ODMTY2tu+O44ULF+LFixdNxwCAvfRmAOC0cw6ghI2Pj8cP\\\n", + "fvCD+u1CoRBXr16NiIjJycmGx5bL5ZidnW07BgAcnd4MAPRKLsuyrNdF0D3FYjHK5XJERGxubsZH\\\n", + "H30Ug4ODERGxsbERhUIhxsbG4tGjRwceA+hHV69erV+OO+LlG/C1tbWYnJysH9UxNDTUdgz0ZoDj\\\n", + "oTfD4QiAALokxR2NjY2NWF9fj0qlEo8ePYpbt27F6OhoRKS901UoFGJubi5evHhRv296err+NZ5q\\\n", + "tRrXrl2r74S+OrawsBD37h32VKwnb21treH25cuXIyLtbQv0lxRfs/RmvTm1bUsXZUDPXblypeH2\\\n", + "5uZmdvv27axQKGS3b9/OKpXKgcY4Xaampuq/VyqV7OrVqz2spnOVSiW7e/du/XahUMjGx8frt19d\\\n", + "391/12f5uahUKtnjx4+zkZGR+n2PHz/OZmdnGx5XG281dprdunUrW1tby7Ls5Trv3mapbltoRW9O\\\n", + "U2qvWXqz3lwbS2Xb0l1OAs2p028pd6FQ2LPO8/Pz9U8opqenGz69eHXsrHx60W+fTpVKpcjn8/Xb\\\n", + "Q0NDUSgUelhR5zY3N+PWrVv1k91OTU1FuVyO58+fx9OnT/esb7FYjIiz/1wUCoX661BNuVyO4eHh\\\n", + "hvvy+XxsbGw0HXvy5MmpPWFvpVKJjz/+uH6S4aGhofrrzH7bL5Vty8HpzXpzCts2xdcsvflrenMa\\\n", + "25buEgBxqty+fTsmJibi3XffjWq1GjMzM/UX9xR3vKrVauTz+YaGlOILerVajfX19frOSbFYjNnZ\\\n", + "2Xj69GlEpLltz+KORjuTk5MNf2/r6+sxMjISg4ODye101dT+Vl/V7PLbERE7OzvdLKkr1tfXY2xs\\\n", + "LNbW1mJ4eDhKpVJcuXIlRkdHk922HJzerDensm1TfM3Sm7+mN5/9bUv3uQoYp0Yt5X733Xcjoj9S\\\n", + "7kKhsO+VXY7ygn6a1T6dqtn96VSq27bVTshZdv78+frvd+/ejdXV1YhIb6crImJrayvy+fy+J9l9\\\n", + "8803o1KpNNy3vb0duVwu8vn8vmOnWblcjlKpFLOzszEzMxOLi4v1nesUty0Hpze/pDensW1P+2vx\\\n", + "UenNL+nNL53VbcvJcAQQp0a/pdz98ulFRH9+OtVsJyQVq6ur8f7779ffFKa20xXx8k3O9vZ2/c1u\\\n", + "pVKJH/3oRzEzMxNjY2P7rsOFCxfixYsXTcdOq7GxsRgbG6vvUA8NDUW5XI5nz5413X5nedtycHrz\\\n", + "S3rz2d+2EXpzxNl//dab9WY6IwDi1Nidcg8ODsb09HRMTU3F06dPz8yO1+rqamxubjYdryX4/fTp\\\n", + "RU0/fToVES13Qs66YrEY4+Pj8c4779TvS22nKyL2nFtgaWkprl27tu9jy+Vy/U3jfkcO7PeG8jQZ\\\n", + "Gxvbc1/tDd74+Hhy25aD05tf0pu/dpq27WHpzS+d5ddvvVlvpjMCILruoDteKaTcte/Rt5PKpxcH\\\n", + "3bavTpP6p1MRERcvXmy4fRZ2NA6iduh/bf0ePHgQV65cabm+Z3Gna7dqtRp37tyJXC4XP/zhD+Py\\\n", + "5csxOjoaq6ursbKyEmNjY/Ho0aP6G6eIaDl2Go2NjcXw8HBUq9UYGhqKSqUS4+Pjcf78+YY3iBFp\\\n", + "bdt+pjfvpTfrzWeV3qw3p7Rt6bJeX4YMajY3NxsuW5llLy/PuLW1lZVKpYbLGdbGsuzlZR2bjZ0V\\\n", + "uVyu4fbu9dnc3Mzm5+cPNHbaFQqFrFgsNtyX8rYtlUrZ7du3swcPHmTLy8tZtVrtdUkd2dzczHK5\\\n", + "XMPPxMREfbzV+qb2XKSoXC5ny8vL9W20tbVVH7Nt+5fe/DW9OY1tm9prlt6cNr2Z4yYA4lSZmprK\\\n", + "KpVKlmVZtrOzk01PTzeM1aSy41WpVLJbt25lAwMD2crKSlYul7MsS/MF/fHjx1mpVKrfvn//fv33\\\n", + "FLctQCr0Zr05lW0L0O9yWZZlvT4KCWq2trbizp078fbbb8ejR4/i+vXr9UMcNzY2olAo1A/b/Oij\\\n", + "j+qHpLcao/fK5XJMTEw03Dc+Ph6ff/55RNi2AKeZ3pwmvRmg/wiAAAAAABI30OsCAAAAAOguARAA\\\n", + "AABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAATQBcvLyzEw\\\n", + "MBATExPx2WefxcbGRoyPj0c+n48nT570ujwA6Dt6M9DvclmWZb0uAiBF8/PzUa1W4y//8i8jIuL6\\\n", + "9etx/fr1uHDhQo8rA4D+pDcD/cwRQABdsrS0FA8fPoxnz55FRES5XLaDCQA9pDcD/ey1mzdv3ux1\\\n", + "EQApGhsbiz/90z+Nv/u7v4tcLhff/va3Y3JystdlAUDf0puBfiYAAuiiN954Iz7++OPY2dmJH/zg\\\n", + "B/HNb36z1yUBQF/Tm4F+5StgAF1UO9dALpeLwcHBXpcDAH1Pbwb61bleFwCQsqGhoVhcXIz5+fle\\\n", + "lwIAhN4M9C9HAAGcgHfeeafXJQAAu+jNQL9xBBBAF0xNTcX7778fw8PDMTc31+tyAKDv6c1Av3ME\\\n", + "EEAXvP3223Hnzp2oVqvx7rvv9rocAOh7ejPQ73JZlmW9LgIAAACA7nEEEAAAAEDiBEAAAAAAiRMA\\\n", + "AQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4v5/dnmFNUTW\\\n", + "fhoAAAAASUVORK5CYII=\\\n", + "\"\n", + " frames[9] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABIAAAAFoCAYAAAAvh4ASAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\\\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3U9sm3maJ/aHKlf3VIDoD92ZDNLZxPrTCCYIULak6gFm\\\n", + "EPR2yVRmDrOHsq0qIFdL8gC5LarlrpP3VrY616Rs9SHAXDK2hDlsgJ0pk9XdSWaBiWXKHQQZLMqi\\\n", + "vMEudqfRJZNeYHq6q9pvDh6xRUskJVEUpR8/H0CAyN/7vnxevhKfl1++fN9clmVZAAAAAJCsgV4X\\\n", + "AAAAAEB3CYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBx\\\n", + "AiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAg\\\n", + "cQIgAAAAgMQJgAAAAAASJwACzrQ7d+7EwMBADAwMxMTERP33fD5f/31gYCBevHjR61K7anl5ub7+\\\n", + "N2/ePNA8i4uL9efpyZMnXa4Q4HS7d+9eQx+ZmJiI6enphvsGBg6361wqlfbcVy6XY2Rk5ERfd/er\\\n", + "4zCO0mO66bT0vIM8r822d6fb5KhOy99kJyqVSly7di3m5uZajs/Ozsbc3FxsbW2dcIVwegmAgDPt\\\n", + "iy++iFwuF+VyOZ4+fRoLCwsREfHZZ5/Fy5cv67e3t7d7WWbXffjhh/H06dOIiMjlcgea5+7du/Hg\\\n", + "wYNulgVwZiwsLMTTp09jaGgocrlcPH36NNbX1+Pp06fx8uXL+N73vhcRcagPFG7fvh21Wq3hvuHh\\\n", + "4fjGN75xrLUfpY7DOEqP6abT0vMO8rw2296dbpOjOi1/k0dRLBZjYmIiJiYmYm1tbd9tX61WY2pq\\\n", + "Kv7kT/4kPv300ygUClEoFHryXMNpJAACzrRqtRrf+9734uLFixERkWVZw/gnn3wSw8PDUa1We1He\\\n", + "qff68wXQ7/L5/L73f/zxxzE8PHyoDxSKxeKeN6ljY2Px+eef1/vWSdivjn503D3vIM9rs+3dq21y\\\n", + "Wv4mj+Ly5cv1QDZi///VpaWlmJiYiHfffTciIubn56NSqcS9e/dOtFY4rQRAwJn2/PnzeP/991tO\\\n", + "c/ny5ROqBoDULC0txdraWkREzM3NHfgDhcXFxYjofdB+WupITSfPa6+2ST/8LaysrOzZ77t8+XLc\\\n", + "vXu3RxXB6SIAAs60QqHQ9hOrxcXFGBoaiqWlpfo5HLa2tuLOnTsxPj4ey8vLcfPmzT3nC5qammp6\\\n", + "zoelpaWYnp6O2dnZuHHjRtPHXlpaipGRkRgYGIi1tbX6MmdnZ6NWq9XPOZHP52N5eXnf+WdnZ2N6\\\n", + "enrf8xwsLS1FPp+Pb33rW1EsFpvWcJBaAWi0ubkZKysr9SMmPvnkk4aeUywW66+vc3NzMT09HRsb\\\n", + "G3Hz5s36uVZ2zkVSKpXixo0b9fPQfPbZZxHRWZ+oVqv15e+cs2gnrIqIpnXsaNcfDtJjXp8+hZ7X\\\n", + "6fO6Y/d5h3Zv76Nsk1b7MJ3UvPtv8vV1aLY97ty5U9/OpVIpCoVCDAwMxPT0dE/Pt1OpVCIi4vz5\\\n", + "8w33Dw0N1ceg72UACVlYWMhyuVy2sbGx7/jq6mqWy+WypaWlrFKpZOPj49nExESWZVl27969LJfL\\\n", + "ZbVarT79nTt3slwut+cxpqen67evXbuWFQqFpjXtPObExES2tbWVlcvlLJfLZSMjI9nc3FxWq9Xq\\\n", + "j1MsFuvzXb16NZudna3fnpqayhYXF/es69bWVpZlWXb58uUsl8tlN2/ePHCtDx8+bPl8AfSbsbGx\\\n", + "LJfLZePj41kul8tyuVy2tra277Tj4+P1nlGpVBpeT/frKVmWZcViMcvlclmpVKrfd9Q+cfny5YbX\\\n", + "9KWlpT09q1kd7frDQXrMflLoeZ08r6/bb3sfdZu02ofppOb9amy3PXZqGRkZyUqlUlatVrOpqals\\\n", + "ZGSk5fORZVn2/Pnzlj8Hkcvlshs3bjTct7N9l5eXG+6/evXqgbYV9ANHAAF9JfuHw563trZidHQ0\\\n", + "Hjx4UD8pZLbPIdGv31epVGJlZaV+GHXEq68EFIvFpp96DQ0NRcSrT9IuXLgQly5diitXrkStVouV\\\n", + "lZUYHByMDz/8MCKi/olmpVKJtbW1hsd5//334969e/HixYuoVqv1Oi5cuBARrz6RO2itz549a/tc\\\n", + "AfSrnZNAb25uxvDwcNPpKpVKPHz4MCIiRkdH4/bt2/Xp9+spEREjIyN77jtKn9hZ1u7zuUxPT0dE\\\n", + "NLzG71dHu/5wkB7TTAo976jPa7Nlve4o22T3fPvtw3RS8+s1ttseu5f10UcfxbvvvhtDQ0OxuLgY\\\n", + "1Wq15fNdLpcjn883/XnnnXeaztup1C8IAgdxrtcFAPRCoVCIiIhLly4dar5yuRwRr74GcP/+/Yh4\\\n", + "tUMxPj5e3yFrZmdnbMfw8HAMDg62fJyxsbH6fTu1FovF+g7w+Ph4ffz1x25Va6VSqS8DgP2Njo42\\\n", + "XGq6UqnExsZGXLlyJSJenVvk2rVrERExOTkZ77//fkevrYfpExER9+/fj1qtFqurq1EsFmN9fT0i\\\n", + "ou15itr1h50Qq1WPOc51OW0976jPaycOU/9++zDHWXO77fHee+/V75+cnKz/vl/Y9brJycmWXyds\\\n", + "dhL2g9ip94svvtgzlsvl7PdACICAPvX6jmkzr+9E7Hx6dOfOnfoVJo6q1U5Ou0+pdsZ3fzL9+qfU\\\n", + "x1krQL9aXFysv76urq42HGXx4MGDKBaL8fDhw7h//34sLS3F8PBwzM/P71lOuVxueLN8EO3eDK+u\\\n", + "rsbNmzfrP48fP64HUs2Uy+W2/WHnDXqrHnNYZ6nnHfV5Pez23T3vYerfbx/mOGs+zJEyu0Oigzrq\\\n", + "89ROs1qq1eqR6oQU+QoY0Jf225Hdb+e0XC437OzvHJr8+PHjhulWV1eP9cSHO1ew2NzcrN+3cwLD\\\n", + "y5cv13f+nj59umd8x8403a4VIGWXLl2qH23yZ3/2Z/WjHMrlcly9ejWuXLkSn3zySWxvb8fCwkL9\\\n", + "K2Gv95SFhYVjratSqcTc3FzcvHkzrl+/HhcuXNj3yIf96mjXy3bGW/WY43Sael4nz+tBHWWb7Pb6\\\n", + "Psxx19xue3Si218B2/0/uKNUKjV8nQ36mQAISMrOp1b77fjstt/34Hc+HdrZcSiXy/H48ePIsqy+\\\n", + "83Xp0qW4fPlyLC0txcbGRn26jz/+uOnh8TuHX7/+mPvVuDPN2NhYXL16teGypXfv3o3FxcUYHByM\\\n", + "4eHhuHr1aqyurkatVouIiNu3b0dExPPnzyPi1SdsB6213fMF0C+aHf3wve99LzY2NhreRJdKpYYr\\\n", + "LY2NjcW3v/3tiPjNm/SHDx9GsVisf31pZ/m7e8JR+sTOPDtf9alUKvXz4ux+475fHe162dDQUNse\\\n", + "08xZ73mdPK/72W97H2Wb7Pe8HVfNr9fYbnvstt/fQ6u/kZ2vgDX72Tmn0UHstx2XlpbqX9WMiLh3\\\n", + "716Mj48fewALZ9ZJnnEaoFsePHhQv2LLwMBANjIy0nAljSx7dfWL8fHxbGBgIJuamsru3bu3Zzl3\\\n", + "7tzJxsfHs0KhkC0tLdWvVJLP5xuuArO4uJiNjIxkIyMj2ezsbNMrS+zUNTAwkE1PT2fFYjFbXFys\\\n", + "1zk7O5uVy+Xs8uXL2cDAQJbP5xuuaLK0tJQVCoVsampq3yuvLC4uZuPj49ns7Gz9ihwDAwPZ3Nxc\\\n", + "21p31zYxMdH0KjcA/eDu3bv118SdPjI1NdVwNbCBgYH6lZLK5XI2Ozvb8Dr9+lWJrl27luVyuWx6\\\n", + "ejqr1Wp7XndXV1ez1dXVI/eJpaWlbGRkJBsfH69fYatQKGT5fL7hik6v17GjXS87SI/ZLZWe1+nz\\\n", + "ut/z8fpjHnab7P773G8f5qg1t6qx2fbYbzvv3sfaue+4ra6u1q80tvN/urO+u5XL5axQKGSFQqH+\\\n", + "XACv5LLsgKewp6/snP1/cnIyyuVyLCws1K/qAACcPL0ZAOiEAIh9TU9P1w8jrdVqMT8/X78iAQBw\\\n", + "8vRmAKATzgHEHjsnZ9sxNDTU8nKNAEB36c0AQKcEQOxRqVT2XF0gn8/HkydPelQRAPQ3vRkA6JQA\\\n", + "iD2aXf0CAOgNvRkA6NS5XhfA6XP+/Pn65SR3NNvxzOV+JyL+9gSqAqAfvP32245q2cfhevN/FhH/\\\n", + "7gSqAqAf6M3pEACxx9jY2L47lRcvXtxn6r+NiFtdrOZHEfHdLi7/tOmn9e2ndY3or/Xtp3WNsL7H\\\n", + "66c/vdW1ZZ9lh+vN/y4i/scuVvOXEfHfdXH5p81JrO9XXV7+QT2MiMKu27/oVSEnJOXX77deu/36\\\n", + "tu2Fk3zr6XXqOP30p/+0a8vmZPkKGHtcunSp4XalUolCodcNAwD6l94MAHTKEUDsa2VlJZaXl2Ns\\\n", + "bCwePXoUKysrvS4JAPqa3gwAdCKXZVnW6yI4u3K5XHT3K2BbETHaxeWfNv20vv20rhH9tb79tK4R\\\n", + "1ve43Qq7Jp151Zu7+RWwpxEx0cXlnzYnsb6n5StgmxExvut26l8BS/n1+/WvgL2+bXvhJI898Dp1\\\n", + "vP6p3pwIXwHjlEu1KTfTT+vbT+sa0V/r20/rGmF96T/99KYqor/Wt9cBwUnrp9ezftu2/fR/G9F/\\\n", + "68tRCYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAA\\\n", + "AACAxJ3rdQEAABy3b/a6gB77qtcFHNKXXVz2v+7isjm9ftHBvP/lsVXR6M0uLbebvF0mLY4AAgAA\\\n", + "AEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIA\\\n", + "AABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEjcuV4XAADAcbvQ6wLOmK9O4DG+7GDenxxb\\\n", + "FdDev+5g3u90MO+bHcx7EN76giOAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicA\\\n", + "AgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABJ3\\\n", + "rtcFAABw3J71uoAz5qtjWMaXPX58OA2ethjr5K3nmx3MexyPD2lwBBAAAABA4gRAAAAAAIkTAAEA\\\n", + "AAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAFQnygUCnvuq1Qqsby8HKVS\\\n", + "KZaXl6NWqx1oDADonN4MAJykXJZlWa+LoHtKpVJsbm7GjRs34uXLlw1j09PTsb6+HhERtVotrl+/\\\n", + "Hg8ePNh3bH5+Pu7fv79n+blcLiJudXUdAOgntyL1XZOT6c3/a3dXIjlfHcMyvuzi4//bDpYNJ+mb\\\n", + "LcbOdbDcNzuY9zgev999kHxv7heOAErczMxMLCws7Lm/XC5HPp+v3x4aGopSqdR0rFgsdr9YAOgD\\\n", + "ejMA0AsCoD5VqVRieHi44b58Ph8bGxtNx548eXKSJQJAX9GbAYBuEgD1qe3t7aZjz58/P8FKAIAI\\\n", + "vRkA6C5fhDyDVlZWYnNzs+l4oVCImZmZlss4f/58VKvVhvu2t7cjl8tFPp/fd6y5H+36/UJEjLZ8\\\n", + "bEjBrS6e+6qby4bTZysinvW6iI6dvt78v+/6/dv/8NMNnZz35jQ5iXMA/cUxPAacdp2cr+oPW4w5\\\n", + "B1Cj43g+Wvm//uGH1KT0X9A35ufnO17G2NjYvjuOFy9ejJcvXzYd2993O64HgH41Go0fHPykV4V0\\\n", + "5PT15v+h43oA6Fevf3DwP/WqEI6Zr4D1qUuXLjXcrlQq9cvRTk5ONh0DALpDbwYAuskRQInb2NiI\\\n", + "hw8fRi6Xi5s3bzYcgr6yshLLy8sxNjYWjx49ipWVlfp8rcYAgKPTmwGAXshlWZb1ugjOrlwuF+F8\\\n", + "JfQh5wCCbrkVdk0686o3/78n9GjOAfQbzgEEnXEOoIPr9jmAXvdf682J8BUwAAAAgMQJgAAAAAAS\\\n", + "JwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDEnet1AQCn\\\n", + "1a24deoet1c1AWfN357Q43x1Qo/TbV8ewzJSeS6gV37WYuw43ra+eQzLOC28jedoHAEEAAAAkDgB\\\n", + "EAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4\\\n", + "ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkLhzvS4AAIDjNtnrAjrw1TEs418cwzL282UH836z\\\n", + "xdi/7WC5cFa0+h+IiPiig2W/2cG8rfxRh/N7u83p4gggAAAAgMQJgAAAAAASJwACAAAASJwACAAA\\\n", + "ACBxAiAAAACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgA\\\n", + "AAAgcQIgAAAAgMSd63UBAKfVrbh1pLFuPi7AwWz3uoAe+/Yhp/+LY3jML49hGZCyFx3M++YxPP4f\\\n", + "HmGeTmqG08cRQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAA\\\n", + "kDgBEAAAAEDiBEAAAAAAiTvX6wLoro2NjVhfX49qtRqPHj2K27dvx+joaEREVCqVWFtbi8nJySiX\\\n", + "y7GwsBBDQ0NtxwCAo9ObAYBeEAAlrFarxfr6eszPz0dERKlUikKhEE+fPo2IiLm5uVhfX4+IiOnp\\\n", + "6bh+/Xo8ePBg37H5+fm4f/9+D9YCANKhNwMAveIrYAnb3NyM27dv129PTU1FpVKJFy9eRLlcjnw+\\\n", + "Xx8bGhqKUqkUEbHvWLFYPLnCASBRejMA0CsCoIRNTk427Byur6/HyMhIDA4ORqVSieHh4Ybp8/l8\\\n", + "bGxsNB178uTJidQNAKnSmwGAXvEVsMRduHCh/vu9e/diZWUlIiK2t7ebzvP8+fNDPsqPdj9iRIwe\\\n", + "cn44e27FrV6XAInYiohnvS7iRJ1Mb7696/fpiHjnkPOfdV8dcvo/OOB0/+KwhQB1v+jivH90gGX8\\\n", + "hyM8br++XX4UEeu9LoIu6Ne/6DNtZWUlNjc3m44XCoWYmZnZM88HH3wQ7733XkREnD9/PqrVasM0\\\n", + "29vbkcvlIp/P7zvW3HcPtwIAUDcajR8c/KRXhXTk9PXmPzncCgBA3TvR+MHBJ70qhGMmADqDdk4c\\\n", + "eVClUinGx8fj3Xffrd83Nja2747jxYsX4+XLl03HAIC99GYA4LRzDqDE7Zw0cmcHc3V1NSIiLl26\\\n", + "1DBdpVKJQqEQEa/OT9BsDADojN4MAPRCLsuyrNdF0B2VSiUmJiYa7hsfH4/PP/88IiI2NjaiWCzG\\\n", + "2NhYPHr0KD766KMYHBxsO7ZbLpeLcC4UAI7NrUh51+TkevNPu74up9thzwF0UN06B1C36oXTpJtf\\\n", + "PjnIOYCOwhdmXnk76d7cTwRAdEQABMDxSjsAOgkCoAgBEJxGAqCzSwCUCl8BAwAAAEicAAgAAAAg\\\n", + "cQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABJ3rtcFAABw3H7R6wJ6\\\n", + "7KsztlzoB938/+nWa563y6TFEUAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwAB\\\n", + "AAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgDUIxMTE/HZZ5/Vb9+7dy8mJibijTfe\\\n", + "6GFVANC/9GYAIGUCoB754osv4vLly/H+++/HixcvYmFhIT7//PMYHR3tdWkA0Jf0ZgAgZQKgHikU\\\n", + "CvHpp5/G+vp6jI6Oxp//+Z9HLpeLycnJXpcGAH1JbwYAUnau1wX0q0qlEpcvX47Nzc1YWlqKK1eu\\\n", + "RKFQ6HVZANC30urNf3FCj/OdE3ocgFa+PGPL7dRPel0AZ5QjgHqkXC7H+++/H0+ePInbt2/H+vp6\\\n", + "/PznP4+HDx/2ujQA6Et6MwCQMkcA9cj29nZsb2/H+fPnIyJicnIyHj9+HPfu3etxZQDQn/RmACBl\\\n", + "uSzLsl4XwdmVy+Ui4lavywAgGbfCrklnTrY399tXwHztAk4nr0XdpTenwlfAAAAAABInAAIAAABI\\\n", + "nAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAA\\\n", + "SNy5XhcAAMBZ9ZNeF9DEHxxy+oPuEn+nxdhpfS4gBa3+9w7qqyPM81fH8LhwejgCCAAAACBxAiAA\\\n", + "AACAxAmAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEjcuV4XQHeVy+V4\\\n", + "/vx5VKvVePjwYSwtLcXo6GhERFQqlVhbW4vJyckol8uxsLAQQ0NDbccAgKPTmwGAXhAAJe7y5cvx\\\n", + "7NmzGBwcjO3t7bh27Vqsr69HRMTc3Fz99+np6bh+/Xo8ePBg37H5+fm4f/9+b1YCABKiNwMAveAr\\\n", + "YInb2cGMiBgZGYlcLhcRrz59zOfz9emGhoaiVCo1HSsWiydYNQCkS28GAHpBAJS4nR3MiIh79+7F\\\n", + "7du3I+LVYeTDw8MN0+bz+djY2Gg69uTJk+4XDACJ05sBgF7wFbA+sLW1FaurqzE7OxvvvvtuRERs\\\n", + "b283nf758+eHfIQf7fr9QkSMHrZEAPrWVkQ863URJ05vBuD06s/e3A8EQGfQyspKbG5uNh0vFAox\\\n", + "MzNTvz06OhoffvhhrK2txezsbHz66aeRz+ejWq02zLe9vR25XK7pWHPfPdJ6AMCrYGJ3OPGTXhXS\\\n", + "Eb35tPmrQ07/nWN4zMsdzPvjNuNvthhrtzvfat5Wf0OkLd9i7Ms28351xHnb/Y8cdbkHddjXhX6W\\\n", + "Rm9mLwHQGTQ/P3+g6XauFvLhhx9GRMTMzExcu3Ytnj17FuPj4/vuOF68eDFevnzZdAwA2EtvBgBO\\\n", + "OwFQwra2tuKLL76o365UKjEyMhIXLlyICxcuNExbqVSiUChERMTk5GTTMQDg6PRmAKBXBEAJm5mZ\\\n", + "iWq1GisrK5HP5+Phw4f1q4lEvDpcfXl5OcbGxuLRo0exsrJyoDEA4Gj0ZgCgV3JZlmW9LoKz69Wl\\\n", + "a2/1ugwAknEr7Jp0Rm8+iuM4B1Crc+208+MOlu0cQBxFP54DyHlsjk5vToXLwAMAAAAkTgAEAAAA\\\n", + "kDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwABAAAAJO5crwsA\\\n", + "AIDeevOA03Wy69zqMf64g3nfajNvq5p/0sG8/1GLsXKb5XIwk23G/67F2Fdt5v1OB/P+osXYlx0s\\\n", + "t5V2/3udLBv6hyOAAAAAABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgA\\\n", + "AAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABJ3rtcFAABAb711\\\n", + "DMtot1v95tEf/xsXjjxry7J+679vPe/ftFl2U3/cerhVTa2epnbz/ofP28zcgf/4W83Hvmox35dt\\\n", + "lttq3k78bpvxv28x1q6mX7QY+/mzI84Y0Xrjtiuq3R8OEOEIIAAAAIDkCYAAAAAAEicAAgAAAEic\\\n", + "AAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAAABInAAIAAABI\\\n", + "nAAIAAAAIHECIAAAAIDEnet1AQAAcLx++5DTlw843R+3GHuzzbwtdrt/d7D1rL/VYuyNNg/7Voux\\\n", + "y23m/foRl9vuHUar9Wk3b8vxb7WZuUu+OuJYRMTfdzDvL1qM/bLNvMUjLjci4tctxv6TC83H/uZF\\\n", + "mwW3WuEv28z7z9uMRxz+dSEi4mdHmAdOL0cAAQAAACROAAQAAACQOAEQAAAAQOIEQAAAAACJEwAB\\\n", + "AAAAJE4ABAAAAJA4ARAAAABA4gRAfeTatWsNtyuVSiwvL0epVIrl5eWo1WoHGgMAjofeDACclHO9\\\n", + "LoCTUSwWY21treG+ubm5WF9fj4iI6enpuH79ejx48GDfsfn5+bh///7JFg0ACdObAYCT5AigPlCr\\\n", + "1SKfz8fw8HD9vnK5HPl8vn57aGgoSqVS07FisXhyBQNA4vRmAOCkCYD6QLFYjMnJyYb7KpVKw05n\\\n", + "REQ+n4+NjY2mY0+ePOl6rQDQD/RmAOCkCYASVyqVolAo7Ll/e3u76TzPnz/vZkkA0Nf0ZgCgF5wD\\\n", + "6AxaWVmJzc3NpuOFQiFmZmZia2sr8vl8DA4O7pnm/PnzUa1WG+7b3t6OXC4X+Xx+37HmfrTr9wsR\\\n", + "Mdp+JQAgIiK2IuJZr4vomN4MQDrS6M3sJQA6g+bn5w80Xblcju3t7foJI6vVavzwhz+MmZmZGBsb\\\n", + "23fH8eLFi/Hy5cumY/v77oFrB4BGo9EYTvykV4V0RG8GIB1p9Gb2EgAl7MqVKw23FxcX4/r16/tO\\\n", + "W6lU6oej73dOgv0OVQcADkdvBgB6RQDUB2q1Wty9ezdyuVz84Ac/iCtXrsTo6GisrKzE8vJyjI2N\\\n", + "xaNHj2JlZaU+T6sxAKAzejMAcNJyWZZlvS6CsyuXy0XErV6XAUAyboVdk87ozRERv33I6d884HR/\\\n", + "3MEyWnzu+rt7zwnV4LdajL3R5mHfajF2uc28Xz/ictt9xNxqfdrNexo/vv7qiGMREX/fwby/aDH2\\\n", + "yzbzFo+43IiIX7cYa7U+f/OizYJbrfCXbeb9523GD7KM/fzsCPOkSG9OxWl8CQUAgA60OkH2floF\\\n", + "O7u1eAP7jW+1nrVVPjTd5mFbBTHtQpwWQc3QH/771g/7tV81HftaNB97o01y8Xvx103HzrVMFyLe\\\n", + "aDHeaqxTv26RtLUa+6pNQvfX8Xstltv6rdqv4mtNx375q+ZjERG1i7/TfLBdANQqPGoVPFXbBJ2t\\\n", + "8pmff9563vh2m/GIg4VEkDaXgQcAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgA\\\n", + "AAAgcQJWSJuSAAALyUlEQVQgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBxAiAAAACAxAmAAAAA\\\n", + "ABInAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAA\\\n", + "AAASJwACAAAASJwACAAAACBx53pdAAAAHK8LXZr+reZD/6jNrDMtxv6ozby/1XzoP//9py1n/f34\\\n", + "q6ZjX49ftZn3XzYd+1qLeX8v/rrlct+Ir45c0xvx66Zj/8X/87OW83bi//tvfrvp2K/jjaZjv4yv\\\n", + "tVzur1u8Hfvr+L2W8/6qxbL/5dd+v+W8v/wnLeaNP2g577/5RxPNB/++xYz/acvFRpRajP38QpuZ\\\n", + "f9FmPOLwrwsREa3/v+CscQQQAAAAQOIEQAAAAACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAA\\\n", + "AIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAAAAAAiRMAAQAAACROAAQAAACQOAEQAAAAQOIEQAAA\\\n", + "AACJEwABAAAAJE4ABAAAAJA4ARAAAABA4gRAAAAAAIkTAAEAAAAkTgAEAAAAkDgBEAAAAEDiBEAA\\\n", + "AAAAiRMAAQAAACROAJS4paWlGBgYiHw+H9PT07GxsVEfq1Qqsby8HKVSKZaXl6NWqx1o7GRt9ehx\\\n", + "e6Wf1ref1jWiv9a3n9Y1wvpyWHrzWfN/9LqAE/Pvf/yvel3Cifrxo15XcHL6bdv20//tK/32usxR\\\n", + "net1AXTXxMREvHz5ct+xubm5WF9fj4iI6enpuH79ejx48GDfsfn5+bh///7JFN3gWUSM9uBxe+VZ\\\n", + "9M/6Pov+WdeI/lrfZ9E/6xphfTksvfms+T8j4r/tdREn4m9//K/id/7xf9XrMk7Mjx9F/ON3el3F\\\n", + "yei3bdtP/7evPIv+el3mqBwB1KfK5XLk8/n67aGhoSiVSk3HisXiidcIAP1EbwYAukkA1AfW1tai\\\n", + "VCrFzZs364eLVyqVGB4ebpgun8/HxsZG07EnT56cWM0AkDK9GQA4ab4Clrjp6em4dOlSRLzaUZyZ\\\n", + "mYn19fXY3t5uOs/z588PvPy33347fvrTW52W2cZPurz806af1ref1jWiv9a3n9Y1wvoen7fffrtr\\\n", + "yz4t9Oaz6OP2k2x0MP6Dw9TS6N+0GT/slwT/73/2v9V//9NDV3P2/LP/+aBT/qybZTSx2cG8/8ue\\\n", + "e3Zv2/5wgP/bpOjNtCcAOoNWVlZic7N5QygUCjEzMxMRUd/B3Pm9XC7HixcvIp/PR7VabZhve3s7\\\n", + "crlc07H9+OQRAPRmAOD0EwCdQfPz8wearlwux8LCQv2EkTsGBwdjbGxs3x3HixcvxsuXL5uOAQB7\\\n", + "6c0AwGnnHEAJGx8fj+9///v128ViMa5duxYREZOTkw3TViqVKBQKbccAgKPTmwGAXsllWZb1ugi6\\\n", + "p1QqRaVSiYiIzc3N+Oijj2JwcDAiIjY2NqJYLMbY2Fg8evTowGMA/ejatWv1y3FHvHoDvra2FpOT\\\n", + "k/WjOoaGhtqOgd4McDz0ZjgcARBAl6S4o7GxsRHr6+tRrVbj0aNHcfv27RgdHY2ItHe6isVizM7O\\\n", + "xsuXL+v3TU9P17/GU6vV4vr16/Wd0NfH5ufn4/79w56K9eStra013L5y5UpEpL1tgf6S4muW3qw3\\\n", + "p7Zt6aIM6LmrV6823N7c3Mzu3LmTFYvF7M6dO1m1Wj3QGKfL1NRU/fdqtZpdu3ath9V0rlqtZvfu\\\n", + "3avfLhaL2fj4eP326+u7++/6LD8X1Wo1e/z4cTYyMlK/7/Hjx1mhUGiYbme81dhpdvv27WxtbS3L\\\n", + "slfrvHubpbptoRW9OU2pvWbpzXrzzlgq25buchJoTp1+S7mLxeKedZ6bm6t/QjE9Pd3w6cXrY2fl\\\n", + "04t++3SqXC5HPp+v3x4aGopisdjDijq3ubkZt2/frp/sdmpqKiqVSrx48SKePn26Z31LpVJEnP3n\\\n", + "olgs1l+HdlQqlRgeHm64L5/Px8bGRtOxJ0+enNoT9lar1fj444/rJxkeGhqqv87st/1S2bYcnN6s\\\n", + "N6ewbVN8zdKbf0NvTmPb0l0CIE6VO3fuxMTERLz33ntRq9ViZmam/uKe4o5XrVaLfD7f0JBSfEGv\\\n", + "1Wqxvr5e3zkplUpRKBTi6dOnEZHmtj2LOxrtTE5ONvy9ra+vx8jISAwODia307Vj52/1dc0uvx0R\\\n", + "8fz5826W1BXr6+sxNjYWa2trMTw8HOVyOa5evRqjo6PJblsOTm/Wm1PZtim+ZunNv6E3n/1tS/e5\\\n", + "Chinxk7K/d5770VEf6TcxWJx3yu7HOUF/TTb+XRqx+5Pp1Ldtq12Qs6yCxcu1H+/d+9erKysRER6\\\n", + "O10REVtbW5HP5/c9ye758+ejWq023Le9vR25XC7y+fy+Y6dZpVKJcrkchUIhZmZmYmFhob5zneK2\\\n", + "5eD05lf05jS27Wl/LT4qvfkVvfmVs7ptORmOAOLU6LeUu18+vYjoz0+nmu2EpGJlZSU++OCD+pvC\\\n", + "1Ha6Il69ydne3q6/2a1Wq/HDH/4wZmZmYmxsbN91uHjxYrx8+bLp2Gk1NjYWY2Nj9R3qoaGhqFQq\\\n", + "8ezZs6bb7yxvWw5Ob35Fbz772zZCb444+6/ferPeTGcEQJwau1PuwcHBmJ6ejqmpqXj69OmZ2fFa\\\n", + "WVmJzc3NpuM7CX4/fXqxo58+nYqIljshZ12pVIrx8fF499136/elttMVEXvOLbC4uBjXr1/fd9pK\\\n", + "pVJ/07jfkQP7vaE8TcbGxvbct/MGb3x8PLlty8Hpza/ozb9xmrbtYenNr5zl12+9WW+mMwIguu6g\\\n", + "O14ppNw736NvJ5VPLw66bV+fJ/VPpyIiLl261HD7LOxoHMTOof8767e6uhpXr15tub5ncadrt1qt\\\n", + "Fnfv3o1cLhc/+MEP4sqVKzE6OhorKyuxvLwcY2Nj8ejRo/obp4hoOXYajY2NxfDwcNRqtRgaGopq\\\n", + "tRrj4+Nx4cKFhjeIEWlt236mN++lN+vNZ5XerDentG3psl5fhgx2bG5uNly2MsteXZ5xa2srK5fL\\\n", + "DZcz3BnLsleXdWw2dlbkcrmG27vXZ3NzM5ubmzvQ2GlXLBazUqnUcF/K27ZcLmd37tzJVldXs6Wl\\\n", + "paxWq/W6pI5sbm5muVyu4WdiYqI+3mp9U3suUlSpVLKlpaX6Ntra2qqP2bb9S2/+Db05jW2b2muW\\\n", + "3pw2vZnjJgDiVJmamsqq1WqWZVn2/PnzbHp6umFsRyo7XtVqNbt9+3Y2MDCQLS8vZ5VKJcuyNF/Q\\\n", + "Hz9+nJXL5frtBw8e1H9PcdsCpEJv1ptT2bYA/S6XZVnW66OQYMfW1lbcvXs33nnnnXj06FHcuHGj\\\n", + "fojjxsZGFIvF+mGbH330Uf2Q9FZj9F6lUomJiYmG+8bHx+Pzzz+PCNsW4DTTm9OkNwP0HwEQAAAA\\\n", + "QOIGel0AAAAAAN0lAAIAAABInAAIAAAAIHECIAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIg\\\n", + "AAAAgMQJgAC6YGlpKQYGBmJiYiI+++yz2NjYiPHx8cjn8/HkyZNelwcAfUdvBvpdLsuyrNdFAKRo\\\n", + "bm4uarVa/OVf/mVERNy4cSNu3LgRFy9e7HFlANCf9GagnzkCCKBLFhcX4+HDh/Hs2bOIiKhUKnYw\\\n", + "AaCH9Gagn71x69atW70uAiBFY2Nj8ad/+qfxd3/3d5HL5eKb3/xmTE5O9rosAOhbejPQzwRAAF30\\\n", + "1ltvxccffxzPnz+P73//+/H1r3+91yUBQF/Tm4F+5StgAF20c66BXC4Xg4ODvS4HAPqe3gz0q3O9\\\n", + "LgAgZUNDQ7GwsBBzc3O9LgUACL0Z6F+OAAI4Ae+++26vSwAAdtGbgX7jCCCALpiamooPPvgghoeH\\\n", + "Y3Z2ttflAEDf05uBfucIIIAueOedd+Lu3btRq9Xivffe63U5AND39Gag3+WyLMt6XQQAAAAA3eMI\\\n", + "IAAAAIDECYAAAAAAEicAAgAAAEicAAgAAAAgcQIgAAAAgMQJgAAAAAASJwACAAAASJwACAAAACBx\\\n", + "AiAAAACAxP3/VTyFPmX9fb4AAAAASUVORK5CYII=\\\n", + "\"\n", "\n", "\n", " /* set a timeout to make sure all the above elements are created before\n", " the object is initialized. */\n", " setTimeout(function() {\n", - " animIZPNPUQZWJQOVJBN = new Animation(frames, img_id, slider_id, 40, loop_select_id);\n", + " animRJMMSRKUSXJHUFOV = new Animation(frames, img_id, slider_id, 40, loop_select_id);\n", " }, 0);\n", " })()\n", "\n" ], "text/plain": [ - "" + "" ] }, - "execution_count": 26, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -628,7 +2638,7 @@ " ax[1].set_ylim(-500, 0)\n", " return frame1[0]\n", "\n", - "animation.FuncAnimation(fig, animate, frames=2, interval=40, blit=True)" + "animation.FuncAnimation(fig, animate, frames=10, interval=40, blit=True)" ] }, { @@ -645,16 +2655,24 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python2.7/dist-packages/matplotlib/lines.py:503: RuntimeWarning: invalid value encountered in greater_equal\n", + " return np.alltrue(x[1:] - x[0:-1] >= 0)\n" + ] + }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAtgAAAE3CAYAAACQKTbPAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nIjX6/yfMAN86wQ4DAAAAAElFTkSuQmCC\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAuEAAAE+CAYAAAAjwM71AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nebxD2CUAAAAASUVORK5CYII=\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -663,7 +2681,7 @@ ], "source": [ "indx = 18\n", - "iteration = 1\n", + "iteration = 9\n", "fig, axes = subplots(1,2, figsize = (12, 5))\n", "vmin = chi.min()\n", "vmax = chi.max()\n", @@ -753,7 +2771,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", - "version": "2.7.11" + "version": "2.7.10" } }, "nbformat": 4, diff --git a/simpegPF/notebooks/SimPEG Tutorial - MAG Linear Problem.ipynb b/simpegPF/notebooks/SimPEG Tutorial - MAG Linear Problem.ipynb new file mode 100644 index 00000000..0abe8ef6 --- /dev/null +++ b/simpegPF/notebooks/SimPEG Tutorial - MAG Linear Problem.ipynb @@ -0,0 +1,3515 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Objective:** \n", + "\n", + "In this tutorial we will create a simple magnetic problem from scratch using the SimPEG framework.\n", + "\n", + "We are using the integral form of the magnetostatic problem. In the absence of free-currents or changing magnetic field, magnetic material can give rise to a secondary magnetic field according to:\n", + "\n", + "$$\\vec b = \\frac{\\mu_0}{4\\pi} \\int_{V} \\vec M \\cdot \\nabla \\nabla \\left(\\frac{1}{r}\\right) \\; dV $$\n", + "\n", + "Where $\\mu_0$ is the magnetic permealitity of free-space, $\\vec M$ is the magnetization per unit volume and $r$ defines the distance between the observed field $\\vec b$ and the magnetized object. Assuming a purely induced response, the strenght of magnetization can be written as:\n", + "\n", + "$$ \\vec M = \\mu_0 \\kappa \\vec H_0 $$\n", + "\n", + "where $\\vec H$ is an external inducing magnetic field, and $\\kappa$ the magnetic susceptibility of matter.\n", + "As derived by Sharma 1966, the integral can be evaluated for rectangular prisms such that:\n", + "\n", + "$$ \\vec b(P) = \\mathbf{T} \\cdot \\vec H_0 \\; \\kappa $$\n", + "\n", + "Where the tensor matrix $\\bf{T}$ relates the three components of magnetization $\\vec M$ to the components of the field $\\vec b$:\n", + "\n", + "$$\\mathbf{T} =\n", + "\t \\begin{pmatrix}\n", + " \t\tT_{xx} & T_{xy} & T_{xz} \\\\\n", + "\t\tT_{yx} & T_{yy} & T_{yz} \\\\\n", + "\t\tT_{zx} & T_{zy} & T_{zz} \n", + "\t\\end{pmatrix} $$\n", + " \n", + "In general, we discretize the earth into a collection of cells, each contributing to the magnetic data such that:\n", + "\n", + "$$\\vec b(P) = \\sum_{j=1}^{nc} \\mathbf{T}_j \\cdot \\vec H_0 \\; \\kappa_j$$\n", + "\n", + "giving rise to a linear problem.\n", + "\n", + "The remaining of this notebook goes through all the important components of a 3D magnetic experiment. From mesh creation, topography, data and inverse problem. \n", + "\n", + "Enjoy.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using matplotlib backend: nbAgg\n", + "Populating the interactive namespace from numpy and matplotlib\n", + "Efficiency Warning: Interpolation will be slow, use setup.py!\n", + "\n", + " python setup.py build_ext --inplace\n", + " \n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\dominiquef.MIRAGEOSCIENCE\\AppData\\Local\\Continuum\\Anaconda\\lib\\site-packages\\IPython\\kernel\\__init__.py:13: ShimWarning: The `IPython.kernel` package has been deprecated. You should import from ipykernel or jupyter_client instead.\n", + " \"You should import from ipykernel or jupyter_client instead.\", ShimWarning)\n" + ] + } + ], + "source": [ + "%matplotlib notebook\n", + "%pylab\n", + "from SimPEG import *\n", + "import simpegPF as PF" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [], + "source": [ + "# First we need to define the direction of the inducing field\n", + "# As a simple case, we pick a vertical inducing field of magnitude 50,000nT. \n", + "# From old convention, field orientation is given as an azimuth from North \n", + "# (positive clockwise) and dip from the horizontal (positive downward).\n", + "H0 = np.array(([90.,0.,50000.]))\n", + "\n", + "# Assume all induced so the magnetization M is also in the same direction\n", + "M = np.array([90,0])\n", + "\n", + "# Create a mesh\n", + "dx = 5.\n", + "\n", + "hxind = [(dx,5,-1.3), (dx, 20), (dx,5,1.3)]\n", + "hyind = [(dx,5,-1.3), (dx, 20), (dx,5,1.3)]\n", + "hzind = [(dx,5,-1.3),(5, 10)]\n", + "\n", + "mesh = Mesh.TensorMesh([hxind, hyind, hzind], 'CCC')\n", + "\n", + "# Get index of the center\n", + "midx = int(mesh.nCx/2)\n", + "midy = int(mesh.nCy/2)\n", + "\n", + "# Lets create a simple Gaussian topo and set the active cells\n", + "[xx,yy] = np.meshgrid(mesh.vectorNx,mesh.vectorNy)\n", + "zz = -np.exp( ( xx**2 + yy**2 )/ 75**2 ) + mesh.vectorNz[-1]\n", + "\n", + "topo = np.c_[mkvc(xx),mkvc(yy),mkvc(zz)] # We would usually load a topofile\n", + "\n", + "actv = PF.Magnetics.getActiveTopo(mesh,topo,'N') # Go from topo to actv cells\n", + "\n", + "#nC = mesh.nC \n", + "#actv = np.asarray(range(mesh.nC))\n", + "\n", + "# Create active map to go from reduce space to full\n", + "actvMap = Maps.ActiveCells(mesh, actv, -100)\n", + "nC = len(actv)\n", + "\n", + "# Create and array of observation points\n", + "xr = np.linspace(-20., 20., 20)\n", + "yr = np.linspace(-20., 20., 20)\n", + "X, Y = np.meshgrid(xr, yr)\n", + "\n", + "# Let just put the observation above the topo\n", + "Z = -np.exp( ( X**2 + Y**2 )/ 75**2 ) + mesh.vectorNz[-1] + 5. \n", + "\n", + "rxLoc = np.c_[Utils.mkvc(X.T), Utils.mkvc(Y.T), Utils.mkvc(Z.T)]\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have all our spatial components, we can create our linear system. For a single location and single component of the data, the system would look like this:\n", + "\n", + "$$ b_x =\n", + "\t\\begin{bmatrix}\n", + "\tT_{xx}^1 &... &T_{xx}^{nc} & T_{xy}^1 & ... & T_{xy}^{nc} & T_{xz}^1 & ... & T_{xz}^{nc}\\\\\n", + "\t \\end{bmatrix}\n", + "\t \\begin{bmatrix}\n", + "\t\t\\mathbf{M}_x \\\\ \\mathbf{M}_y \\\\ \\mathbf{M}_z\n", + "\t\\end{bmatrix} \\\\ $$\n", + "\n", + "where each of $T_{xx},\\;T_{xy},\\;T_{xz}$ are [nc x 1] long. For the $y$ and $z$ component, we need the two other rows of the tensor $\\mathbf{T}$.\n", + "In our simple induced case, the magnetization direction $\\mathbf{M_x,\\;M_y\\;,Mz}$ are known and assumed to be constant everywhere, so we can reduce the size of the system such that: \n", + "\n", + "$$ \\vec{\\mathbf{d}}_{\\text{pred}} = (\\mathbf{T\\cdot M})\\; \\kappa$$\n", + "\n", + "\n", + "\n", + "In most geophysical surveys, we are not collecting all three components, but rather the magnitude of the field, or $Total\\;Magnetic\\;Intensity$ (TMI) data.\n", + "Because the inducing field is really large, we will assume that the anomalous fields are parallel to $H_0$:\n", + "\n", + "$$ d^{TMI} = \\hat H_0 \\cdot \\vec d$$\n", + "\n", + "We then end up with a much smaller system:\n", + "\n", + "$$ d^{TMI} = \\mathbf{F\\; \\kappa}$$\n", + "\n", + "where $\\mathbf{F} \\in \\mathbb{R}^{nd \\times nc}$ is our $forward$ operator." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Begin calculation of forward operator: tmi\n", + "Done 0.0 %\n", + "Done 10.0 %\n", + "Done 20.0 %\n", + "Done 30.0 %\n", + "Done 40.0 %\n", + "Done 50.0 %\n", + "Done 60.0 %\n", + "Done 70.0 %\n", + "Done 80.0 %\n", + "Done 90.0 %\n", + "Done 100% ...forward operator completed!!\n", + "\n" + ] + } + ], + "source": [ + "# First, convert the magnetization direction to Cartesian\n", + "mi = np.ones(nC) * M[0]\n", + "md = np.ones(nC) * M[1]\n", + "M_xyz = PF.Magnetics.dipazm_2_xyz( mi , md ) # Ouputs an nc x 3 array\n", + "\n", + "# Create the forward model operator\n", + "F = PF.Magnetics.Intrgl_Fwr_Op(mesh,H0,M_xyz,rxLoc,actv,'tmi')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Begin calculation of distance weighting for R= 3.0\n", + "Done 0.0 %\n", + "Done 10.0 %\n", + "Done 20.0 %\n", + "Done 30.0 %\n", + "Done 40.0 %\n", + "Done 50.0 %\n", + "Done 60.0 %\n", + "Done 70.0 %\n", + "Done 80.0 %\n", + "Done 90.0 %\n", + "Done 100% ...distance weighting completed!!\n", + "\n" + ] + }, + { + "data": { + "application/javascript": [ + "/* Put everything inside the global mpl namespace */\n", + "window.mpl = {};\n", + "\n", + "mpl.get_websocket_type = function() {\n", + " if (typeof(WebSocket) !== 'undefined') {\n", + " return WebSocket;\n", + " } else if (typeof(MozWebSocket) !== 'undefined') {\n", + " return MozWebSocket;\n", + " } else {\n", + " alert('Your browser does not have WebSocket support.' +\n", + " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", + " 'Firefox 4 and 5 are also supported but you ' +\n", + " 'have to enable WebSockets in about:config.');\n", + " };\n", + "}\n", + "\n", + "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", + " this.id = figure_id;\n", + "\n", + " this.ws = websocket;\n", + "\n", + " this.supports_binary = (this.ws.binaryType != undefined);\n", + "\n", + " if (!this.supports_binary) {\n", + " var warnings = document.getElementById(\"mpl-warnings\");\n", + " if (warnings) {\n", + " warnings.style.display = 'block';\n", + " warnings.textContent = (\n", + " \"This browser does not support binary websocket messages. \" +\n", + " \"Performance may be slow.\");\n", + " }\n", + " }\n", + "\n", + " this.imageObj = new Image();\n", + "\n", + " this.context = undefined;\n", + " this.message = undefined;\n", + " this.canvas = undefined;\n", + " this.rubberband_canvas = undefined;\n", + " this.rubberband_context = undefined;\n", + " this.format_dropdown = undefined;\n", + "\n", + " this.image_mode = 'full';\n", + "\n", + " this.root = $('
');\n", + " this._root_extra_style(this.root)\n", + " this.root.attr('style', 'display: inline-block');\n", + "\n", + " $(parent_element).append(this.root);\n", + "\n", + " this._init_header(this);\n", + " this._init_canvas(this);\n", + " this._init_toolbar(this);\n", + "\n", + " var fig = this;\n", + "\n", + " this.waiting = false;\n", + "\n", + " this.ws.onopen = function () {\n", + " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", + " fig.send_message(\"send_image_mode\", {});\n", + " fig.send_message(\"refresh\", {});\n", + " }\n", + "\n", + " this.imageObj.onload = function() {\n", + " if (fig.image_mode == 'full') {\n", + " // Full images could contain transparency (where diff images\n", + " // almost always do), so we need to clear the canvas so that\n", + " // there is no ghosting.\n", + " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", + " }\n", + " fig.context.drawImage(fig.imageObj, 0, 0);\n", + " fig.waiting = false;\n", + " };\n", + "\n", + " this.imageObj.onunload = function() {\n", + " this.ws.close();\n", + " }\n", + "\n", + " this.ws.onmessage = this._make_on_message_function(this);\n", + "\n", + " this.ondownload = ondownload;\n", + "}\n", + "\n", + "mpl.figure.prototype._init_header = function() {\n", + " var titlebar = $(\n", + " '
');\n", + " var titletext = $(\n", + " '
');\n", + " titlebar.append(titletext)\n", + " this.root.append(titlebar);\n", + " this.header = titletext[0];\n", + "}\n", + "\n", + "\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", + "\n", + "}\n", + "\n", + "\n", + "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", + "\n", + "}\n", + "\n", + "mpl.figure.prototype._init_canvas = function() {\n", + " var fig = this;\n", + "\n", + " var canvas_div = $('
');\n", + "\n", + " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", + "\n", + " function canvas_keyboard_event(event) {\n", + " return fig.key_event(event, event['data']);\n", + " }\n", + "\n", + " canvas_div.keydown('key_press', canvas_keyboard_event);\n", + " canvas_div.keyup('key_release', canvas_keyboard_event);\n", + " this.canvas_div = canvas_div\n", + " this._canvas_extra_style(canvas_div)\n", + " this.root.append(canvas_div);\n", + "\n", + " var canvas = $('');\n", + " canvas.addClass('mpl-canvas');\n", + " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", + "\n", + " this.canvas = canvas[0];\n", + " this.context = canvas[0].getContext(\"2d\");\n", + "\n", + " var rubberband = $('');\n", + " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", + "\n", + " var pass_mouse_events = true;\n", + "\n", + " canvas_div.resizable({\n", + " start: function(event, ui) {\n", + " pass_mouse_events = false;\n", + " },\n", + " resize: function(event, ui) {\n", + " fig.request_resize(ui.size.width, ui.size.height);\n", + " },\n", + " stop: function(event, ui) {\n", + " pass_mouse_events = true;\n", + " fig.request_resize(ui.size.width, ui.size.height);\n", + " },\n", + " });\n", + "\n", + " function mouse_event_fn(event) {\n", + " if (pass_mouse_events)\n", + " return fig.mouse_event(event, event['data']);\n", + " }\n", + "\n", + " rubberband.mousedown('button_press', mouse_event_fn);\n", + " rubberband.mouseup('button_release', mouse_event_fn);\n", + " // Throttle sequential mouse events to 1 every 20ms.\n", + " rubberband.mousemove('motion_notify', mouse_event_fn);\n", + "\n", + " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", + " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", + "\n", + " canvas_div.on(\"wheel\", function (event) {\n", + " event = event.originalEvent;\n", + " event['data'] = 'scroll'\n", + " if (event.deltaY < 0) {\n", + " event.step = 1;\n", + " } else {\n", + " event.step = -1;\n", + " }\n", + " mouse_event_fn(event);\n", + " });\n", + "\n", + " canvas_div.append(canvas);\n", + " canvas_div.append(rubberband);\n", + "\n", + " this.rubberband = rubberband;\n", + " this.rubberband_canvas = rubberband[0];\n", + " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", + " this.rubberband_context.strokeStyle = \"#000000\";\n", + "\n", + " this._resize_canvas = function(width, height) {\n", + " // Keep the size of the canvas, canvas container, and rubber band\n", + " // canvas in synch.\n", + " canvas_div.css('width', width)\n", + " canvas_div.css('height', height)\n", + "\n", + " canvas.attr('width', width);\n", + " canvas.attr('height', height);\n", + "\n", + " rubberband.attr('width', width);\n", + " rubberband.attr('height', height);\n", + " }\n", + "\n", + " // Set the figure to an initial 600x600px, this will subsequently be updated\n", + " // upon first draw.\n", + " this._resize_canvas(600, 600);\n", + "\n", + " // Disable right mouse context menu.\n", + " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", + " return false;\n", + " });\n", + "\n", + " function set_focus () {\n", + " canvas.focus();\n", + " canvas_div.focus();\n", + " }\n", + "\n", + " window.setTimeout(set_focus, 100);\n", + "}\n", + "\n", + "mpl.figure.prototype._init_toolbar = function() {\n", + " var fig = this;\n", + "\n", + " var nav_element = $('
')\n", + " nav_element.attr('style', 'width: 100%');\n", + " this.root.append(nav_element);\n", + "\n", + " // Define a callback function for later on.\n", + " function toolbar_event(event) {\n", + " return fig.toolbar_button_onclick(event['data']);\n", + " }\n", + " function toolbar_mouse_event(event) {\n", + " return fig.toolbar_button_onmouseover(event['data']);\n", + " }\n", + "\n", + " for(var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " // put a spacer in here.\n", + " continue;\n", + " }\n", + " var button = $('');\n", + " button.click(method_name, toolbar_event);\n", + " button.mouseover(tooltip, toolbar_mouse_event);\n", + " nav_element.append(button);\n", + " }\n", + "\n", + " // Add the status bar.\n", + " var status_bar = $('');\n", + " nav_element.append(status_bar);\n", + " this.message = status_bar[0];\n", + "\n", + " // Add the close button to the window.\n", + " var buttongrp = $('
');\n", + " var button = $('');\n", + " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", + " button.mouseover('Close figure', toolbar_mouse_event);\n", + " buttongrp.append(button);\n", + " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", + " titlebar.prepend(buttongrp);\n", + "}\n", + "\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function(el){\n", + " // this is important to make the div 'focusable\n", + " el.attr('tabindex', 0)\n", + " // reach out to IPython and tell the keyboard manager to turn it's self\n", + " // off when our div gets focus\n", + "\n", + " // location in version 3\n", + " if (IPython.notebook.keyboard_manager) {\n", + " IPython.notebook.keyboard_manager.register_events(el);\n", + " }\n", + " else {\n", + " // location in version 2\n", + " IPython.keyboard_manager.register_events(el);\n", + " }\n", + "\n", + "}\n", + "\n", + "mpl.figure.prototype._key_event_extra = function(event, name) {\n", + " var manager = IPython.notebook.keyboard_manager;\n", + " if (!manager)\n", + " manager = IPython.keyboard_manager;\n", + "\n", + " // Check for shift+enter\n", + " if (event.shiftKey && event.which == 13) {\n", + " this.canvas_div.blur();\n", + " event.shiftKey = false;\n", + " // Send a \"J\" for go to next cell\n", + " event.which = 74;\n", + " event.keyCode = 74;\n", + " manager.command_mode();\n", + " manager.handle_keydown(event);\n", + " }\n", + "}\n", + "\n", + "mpl.figure.prototype.handle_save = function(fig, msg) {\n", + " fig.ondownload(fig, null);\n", + "}\n", + "\n", + "\n", + "mpl.find_output_cell = function(html_output) {\n", + " // Return the cell and output element which can be found *uniquely* in the notebook.\n", + " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", + " // IPython event is triggered only after the cells have been serialised, which for\n", + " // our purposes (turning an active figure into a static one), is too late.\n", + " var cells = IPython.notebook.get_cells();\n", + " var ncells = cells.length;\n", + " for (var i=0; i= 3 moved mimebundle to data attribute of output\n", + " data = data.data;\n", + " }\n", + " if (data['text/html'] == html_output) {\n", + " return [cell, data, j];\n", + " }\n", + " }\n", + " }\n", + " }\n", + "}\n", + "\n", + "// Register the function which deals with the matplotlib target/channel.\n", + "// The kernel may be null if the page has been refreshed.\n", + "if (IPython.notebook.kernel != null) {\n", + " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", + "}\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# We can now create a susceptibility model and generate data\n", + "# Lets start with a simple block in half-space\n", + "model = np.zeros((mesh.nCx,mesh.nCy,mesh.nCz))\n", + "model[(midx-2):(midx+2),(midy-2):(midy+2),-6:-2] = 0.01\n", + "model = mkvc(model)\n", + "model = model[actv]\n", + "\n", + "# Plot the model\n", + "figure()\n", + "ax = subplot(212)\n", + "mesh.plotSlice(actvMap * model, ax = ax, normal = 'Y', ind=midy, grid=True, clim = (-1e-3, model.max()))\n", + "title('A simple block model.')\n", + "xlabel('x');ylabel('z')\n", + "plt.gca().set_aspect('equal', adjustable='box')\n", + "\n", + "# We can now generate data\n", + "d = F.dot(model) #: this is matrix multiplication!!\n", + "data = d + randn(len(d)) # We add some random Gaussian noise (1nT)\n", + "wd = np.ones(len(data))*1. # Assign flat uncertainties\n", + "\n", + "\n", + "subplot(221)\n", + "imshow(d.reshape(X.shape), extent=[xr.min(), xr.max(), yr.min(), yr.max()])\n", + "title('True data.')\n", + "plt.gca().set_aspect('equal', adjustable='box')\n", + "plt.colorbar()\n", + "\n", + "subplot(222)\n", + "imshow(data.reshape(X.shape), extent=[xr.min(), xr.max(), yr.min(), yr.max()])\n", + "title('Data + Noise')\n", + "plt.gca().set_aspect('equal', adjustable='box')\n", + "plt.colorbar()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Once we have our problem, we can use the inversion tools in SimPEG to run our inversion:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "beta_in = 1e+4\n", + "\n", + "# Creat reduced identity map for topography\n", + "idenMap = Maps.IdentityMap(nP = nC)\n", + "\n", + "prob = PF.Magnetics.MagneticIntegral(mesh, F, mapping = idenMap)\n", + "prob.solverOpts['accuracyTol'] = 1e-4\n", + "survey = Survey.LinearSurvey()\n", + "survey.pair(prob)\n", + "survey.dobs=data\n", + "\n", + "# Initiate a simple Tikonov regularization\n", + "reg = Regularization.Simple(mesh, indActive = actv, mapping=wrMap)\n", + "reg.mref = np.zeros(nC)\n", + "reg.alpha_s = 1.\n", + "\n", + "# Create pre-conditioner \n", + "diagA = np.sum(F**2.,axis=0) + beta_in*(reg.W.T*reg.W).diagonal()*(wr**2.0)\n", + "PC = Utils.sdiag(diagA**-1.)\n", + "\n", + "# Creat reduced identity map\n", + "idenMap = Maps.IdentityMap(nP = nC)\n", + "\n", + "# Set up the misfit function and pre-conditioner\n", + "dmis = DataMisfit.l2_DataMisfit(survey)\n", + "dmis.Wd = wd\n", + "opt = Optimization.ProjectedGNCG(maxIter=10,lower=0.,upper=1.)\n", + "opt.approxHinv = PC\n", + "\n", + "# Set up directives for the inverse problem\n", + "invProb = InvProblem.BaseInvProblem(dmis, reg, opt, beta = beta_in)\n", + "beta = Directives.BetaSchedule(coolingFactor=2, coolingRate=1)\n", + "target = Directives.TargetMisfit()\n", + "\n", + "# The final inversion object controling all the parts above\n", + "inv = Inversion.BaseInversion(invProb, directiveList=[beta, target])\n", + "\n", + "# Define a starting model (small)\n", + "m0 = np.ones(nC) * 1e-4" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "SimPEG.InvProblem is setting bfgsH0 to the inverse of the eval2Deriv.\n", + " ***Done using same Solver and solverOpts as the problem***\n", + "=============================== Projected GNCG ===============================\n", + " # beta phi_d phi_m f |proj(x-g)-x| LS Comment \n", + "-----------------------------------------------------------------------------\n", + " 0 1.00e+04 6.72e+04 3.37e-04 6.72e+04 8.30e+01 0 \n", + " 1 5.00e+03 2.72e+03 3.17e-02 2.88e+03 6.90e+01 0 \n", + " 2 2.50e+03 3.73e+02 5.49e-02 5.10e+02 7.03e+01 0 \n", + "------------------------- STOP! -------------------------\n", + "1 : |fc-fOld| = 0.0000e+00 <= tolF*(1+|f0|) = 6.7163e+03\n", + "1 : |xc-x_last| = 6.3549e-03 <= tolX*(1+|x0|) = 1.0111e-01\n", + "0 : |proj(x-g)-x| = 7.0322e+01 <= tolG = 1.0000e-01\n", + "0 : |proj(x-g)-x| = 7.0322e+01 <= 1e3*eps = 1.0000e-02\n", + "0 : maxIter = 10 <= iter = 3\n", + "------------------------- DONE! -------------------------\n" + ] + } + ], + "source": [ + "mrec = inv.run(m0)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Inversion has converged. We can plot sections through the model." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "application/javascript": [ + "/* Put everything inside the global mpl namespace */\n", + "window.mpl = {};\n", + "\n", + "mpl.get_websocket_type = function() {\n", + " if (typeof(WebSocket) !== 'undefined') {\n", + " return WebSocket;\n", + " } else if (typeof(MozWebSocket) !== 'undefined') {\n", + " return MozWebSocket;\n", + " } else {\n", + " alert('Your browser does not have WebSocket support.' +\n", + " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", + " 'Firefox 4 and 5 are also supported but you ' +\n", + " 'have to enable WebSockets in about:config.');\n", + " };\n", + "}\n", + "\n", + "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", + " this.id = figure_id;\n", + "\n", + " this.ws = websocket;\n", + "\n", + " this.supports_binary = (this.ws.binaryType != undefined);\n", + "\n", + " if (!this.supports_binary) {\n", + " var warnings = document.getElementById(\"mpl-warnings\");\n", + " if (warnings) {\n", + " warnings.style.display = 'block';\n", + " warnings.textContent = (\n", + " \"This browser does not support binary websocket messages. \" +\n", + " \"Performance may be slow.\");\n", + " }\n", + " }\n", + "\n", + " this.imageObj = new Image();\n", + "\n", + " this.context = undefined;\n", + " this.message = undefined;\n", + " this.canvas = undefined;\n", + " this.rubberband_canvas = undefined;\n", + " this.rubberband_context = undefined;\n", + " this.format_dropdown = undefined;\n", + "\n", + " this.image_mode = 'full';\n", + "\n", + " this.root = $('
');\n", + " this._root_extra_style(this.root)\n", + " this.root.attr('style', 'display: inline-block');\n", + "\n", + " $(parent_element).append(this.root);\n", + "\n", + " this._init_header(this);\n", + " this._init_canvas(this);\n", + " this._init_toolbar(this);\n", + "\n", + " var fig = this;\n", + "\n", + " this.waiting = false;\n", + "\n", + " this.ws.onopen = function () {\n", + " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", + " fig.send_message(\"send_image_mode\", {});\n", + " fig.send_message(\"refresh\", {});\n", + " }\n", + "\n", + " this.imageObj.onload = function() {\n", + " if (fig.image_mode == 'full') {\n", + " // Full images could contain transparency (where diff images\n", + " // almost always do), so we need to clear the canvas so that\n", + " // there is no ghosting.\n", + " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", + " }\n", + " fig.context.drawImage(fig.imageObj, 0, 0);\n", + " fig.waiting = false;\n", + " };\n", + "\n", + " this.imageObj.onunload = function() {\n", + " this.ws.close();\n", + " }\n", + "\n", + " this.ws.onmessage = this._make_on_message_function(this);\n", + "\n", + " this.ondownload = ondownload;\n", + "}\n", + "\n", + "mpl.figure.prototype._init_header = function() {\n", + " var titlebar = $(\n", + " '
');\n", + " var titletext = $(\n", + " '
');\n", + " titlebar.append(titletext)\n", + " this.root.append(titlebar);\n", + " this.header = titletext[0];\n", + "}\n", + "\n", + "\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", + "\n", + "}\n", + "\n", + "\n", + "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", + "\n", + "}\n", + "\n", + "mpl.figure.prototype._init_canvas = function() {\n", + " var fig = this;\n", + "\n", + " var canvas_div = $('
');\n", + "\n", + " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", + "\n", + " function canvas_keyboard_event(event) {\n", + " return fig.key_event(event, event['data']);\n", + " }\n", + "\n", + " canvas_div.keydown('key_press', canvas_keyboard_event);\n", + " canvas_div.keyup('key_release', canvas_keyboard_event);\n", + " this.canvas_div = canvas_div\n", + " this._canvas_extra_style(canvas_div)\n", + " this.root.append(canvas_div);\n", + "\n", + " var canvas = $('');\n", + " canvas.addClass('mpl-canvas');\n", + " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", + "\n", + " this.canvas = canvas[0];\n", + " this.context = canvas[0].getContext(\"2d\");\n", + "\n", + " var rubberband = $('');\n", + " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", + "\n", + " var pass_mouse_events = true;\n", + "\n", + " canvas_div.resizable({\n", + " start: function(event, ui) {\n", + " pass_mouse_events = false;\n", + " },\n", + " resize: function(event, ui) {\n", + " fig.request_resize(ui.size.width, ui.size.height);\n", + " },\n", + " stop: function(event, ui) {\n", + " pass_mouse_events = true;\n", + " fig.request_resize(ui.size.width, ui.size.height);\n", + " },\n", + " });\n", + "\n", + " function mouse_event_fn(event) {\n", + " if (pass_mouse_events)\n", + " return fig.mouse_event(event, event['data']);\n", + " }\n", + "\n", + " rubberband.mousedown('button_press', mouse_event_fn);\n", + " rubberband.mouseup('button_release', mouse_event_fn);\n", + " // Throttle sequential mouse events to 1 every 20ms.\n", + " rubberband.mousemove('motion_notify', mouse_event_fn);\n", + "\n", + " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", + " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", + "\n", + " canvas_div.on(\"wheel\", function (event) {\n", + " event = event.originalEvent;\n", + " event['data'] = 'scroll'\n", + " if (event.deltaY < 0) {\n", + " event.step = 1;\n", + " } else {\n", + " event.step = -1;\n", + " }\n", + " mouse_event_fn(event);\n", + " });\n", + "\n", + " canvas_div.append(canvas);\n", + " canvas_div.append(rubberband);\n", + "\n", + " this.rubberband = rubberband;\n", + " this.rubberband_canvas = rubberband[0];\n", + " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", + " this.rubberband_context.strokeStyle = \"#000000\";\n", + "\n", + " this._resize_canvas = function(width, height) {\n", + " // Keep the size of the canvas, canvas container, and rubber band\n", + " // canvas in synch.\n", + " canvas_div.css('width', width)\n", + " canvas_div.css('height', height)\n", + "\n", + " canvas.attr('width', width);\n", + " canvas.attr('height', height);\n", + "\n", + " rubberband.attr('width', width);\n", + " rubberband.attr('height', height);\n", + " }\n", + "\n", + " // Set the figure to an initial 600x600px, this will subsequently be updated\n", + " // upon first draw.\n", + " this._resize_canvas(600, 600);\n", + "\n", + " // Disable right mouse context menu.\n", + " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", + " return false;\n", + " });\n", + "\n", + " function set_focus () {\n", + " canvas.focus();\n", + " canvas_div.focus();\n", + " }\n", + "\n", + " window.setTimeout(set_focus, 100);\n", + "}\n", + "\n", + "mpl.figure.prototype._init_toolbar = function() {\n", + " var fig = this;\n", + "\n", + " var nav_element = $('
')\n", + " nav_element.attr('style', 'width: 100%');\n", + " this.root.append(nav_element);\n", + "\n", + " // Define a callback function for later on.\n", + " function toolbar_event(event) {\n", + " return fig.toolbar_button_onclick(event['data']);\n", + " }\n", + " function toolbar_mouse_event(event) {\n", + " return fig.toolbar_button_onmouseover(event['data']);\n", + " }\n", + "\n", + " for(var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " // put a spacer in here.\n", + " continue;\n", + " }\n", + " var button = $('');\n", + " button.click(method_name, toolbar_event);\n", + " button.mouseover(tooltip, toolbar_mouse_event);\n", + " nav_element.append(button);\n", + " }\n", + "\n", + " // Add the status bar.\n", + " var status_bar = $('');\n", + " nav_element.append(status_bar);\n", + " this.message = status_bar[0];\n", + "\n", + " // Add the close button to the window.\n", + " var buttongrp = $('
');\n", + " var button = $('');\n", + " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", + " button.mouseover('Close figure', toolbar_mouse_event);\n", + " buttongrp.append(button);\n", + " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", + " titlebar.prepend(buttongrp);\n", + "}\n", + "\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function(el){\n", + " // this is important to make the div 'focusable\n", + " el.attr('tabindex', 0)\n", + " // reach out to IPython and tell the keyboard manager to turn it's self\n", + " // off when our div gets focus\n", + "\n", + " // location in version 3\n", + " if (IPython.notebook.keyboard_manager) {\n", + " IPython.notebook.keyboard_manager.register_events(el);\n", + " }\n", + " else {\n", + " // location in version 2\n", + " IPython.keyboard_manager.register_events(el);\n", + " }\n", + "\n", + "}\n", + "\n", + "mpl.figure.prototype._key_event_extra = function(event, name) {\n", + " var manager = IPython.notebook.keyboard_manager;\n", + " if (!manager)\n", + " manager = IPython.keyboard_manager;\n", + "\n", + " // Check for shift+enter\n", + " if (event.shiftKey && event.which == 13) {\n", + " this.canvas_div.blur();\n", + " event.shiftKey = false;\n", + " // Send a \"J\" for go to next cell\n", + " event.which = 74;\n", + " event.keyCode = 74;\n", + " manager.command_mode();\n", + " manager.handle_keydown(event);\n", + " }\n", + "}\n", + "\n", + "mpl.figure.prototype.handle_save = function(fig, msg) {\n", + " fig.ondownload(fig, null);\n", + "}\n", + "\n", + "\n", + "mpl.find_output_cell = function(html_output) {\n", + " // Return the cell and output element which can be found *uniquely* in the notebook.\n", + " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", + " // IPython event is triggered only after the cells have been serialised, which for\n", + " // our purposes (turning an active figure into a static one), is too late.\n", + " var cells = IPython.notebook.get_cells();\n", + " var ncells = cells.length;\n", + " for (var i=0; i= 3 moved mimebundle to data attribute of output\n", + " data = data.data;\n", + " }\n", + " if (data['text/html'] == html_output) {\n", + " return [cell, data, j];\n", + " }\n", + " }\n", + " }\n", + " }\n", + "}\n", + "\n", + "// Register the function which deals with the matplotlib target/channel.\n", + "// The kernel may be null if the page has been refreshed.\n", + "if (IPython.notebook.kernel != null) {\n", + " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", + "}\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Plot predicted data and residual\n", + "plt.figure()\n", + "pred = F.dot(mrec) #: this is matrix multiplication!!\n", + "\n", + "subplot(221)\n", + "imshow(data.reshape(X.shape))\n", + "title('Observed data.')\n", + "plt.gca().set_aspect('equal', adjustable='box')\n", + "colorbar()\n", + "\n", + "subplot(222)\n", + "imshow(pred.reshape(X.shape))\n", + "title('Predicted data.')\n", + "plt.gca().set_aspect('equal', adjustable='box')\n", + "colorbar()\n", + "\n", + "subplot(223)\n", + "imshow(data.reshape(X.shape) - pred.reshape(X.shape))\n", + "title('Residual data.')\n", + "plt.gca().set_aspect('equal', adjustable='box')\n", + "colorbar()\n", + "\n", + "subplot(224)\n", + "imshow( (data.reshape(X.shape) - pred.reshape(X.shape)) / wd.reshape(X.shape) )\n", + "title('Normalized Residual')\n", + "plt.gca().set_aspect('equal', adjustable='box')\n", + "colorbar()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Good job! \n", + "Hopefully we covered all the important points regarding the inversion of magnetic field data using the integral formulation.\n", + "\n", + "Make sure you visit the notebook for the compact norms regularization.\n", + "\n", + "Cheers!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/simpegPF/notebooks/Untitled.ipynb b/simpegPF/notebooks/Untitled.ipynb new file mode 100644 index 00000000..6956dbcd --- /dev/null +++ b/simpegPF/notebooks/Untitled.ipynb @@ -0,0 +1,36 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "obs = BaseMag.UBCmagObs('Obs_loc.dat')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.10" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/simpegPF/notebooks/tutorials/Tutorial_1_Mag forward modeling.ipynb b/simpegPF/notebooks/tutorials/Tutorial_1_Mag forward modeling.ipynb index 5ecc225e..e8d344f5 100644 --- a/simpegPF/notebooks/tutorials/Tutorial_1_Mag forward modeling.ipynb +++ b/simpegPF/notebooks/tutorials/Tutorial_1_Mag forward modeling.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "metadata": { "collapsed": false }, @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 2, "metadata": { "collapsed": false }, @@ -72,7 +72,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 3, "metadata": { "collapsed": false }, @@ -80,18 +80,18 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 17, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAucAAAFeCAYAAAAmKrHoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAucAAAFeCAYAAAAmKrHoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nnAMAAACZ4HAOAAAAZILDOQAAAJCJ/w+HnjcrUQNWeAAAAABJRU5ErkJggg==\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -129,7 +129,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 4, "metadata": { "collapsed": false }, @@ -144,7 +144,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 5, "metadata": { "collapsed": false }, @@ -157,16 +157,16 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAv0AAAGjCAYAAAC/qqoOAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAAAACb5f8H3ZDpxl6LuscAAAAASUVORK5CYII=\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAv0AAAGjCAYAAAC/qqoOAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -211,7 +211,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 7, "metadata": { "collapsed": false }, @@ -225,7 +225,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 8, "metadata": { "collapsed": false }, @@ -233,18 +233,18 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 24, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAWAAAAFeCAYAAAC7EcWRAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAAALC0/H+z8OSkypLTAAAAAABJRU5ErkJggg==\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAWAAAAFeCAYAAAC7EcWRAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAASUVORK5CYII=\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -274,13 +274,13 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [], "source": [ - "Bxra, Byra, Bzra = MagSphereAnalFunA(X, Y, Z, 80., 0., 0., -100, chiblk, np.array([0., 0., 1.]), flag)\n", + "Bxra, Byra, Bzra = MagSphereAnaFunA(X, Y, Z, 80., 0., 0., -100, chiblk, np.array([0., 0., 1.]), flag)\n", "Bxra = np.reshape(Bxra, (size(xr), size(yr)), order='F')\n", "Byra = np.reshape(Byra, (size(xr), size(yr)), order='F')\n", "Bzra = np.reshape(Bzra, (size(xr), size(yr)), order='F')" @@ -288,16 +288,16 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABEUAAAESCAYAAAAbqGtQAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzsvX+wZVV17/s9pDndwRdpW0W90Nz+AQasWHUBqcRVVtGV\nRq3wiI0POoHyn+Q9GtuAeIXLjyS3uloqiQ1GuGITmh+5puo+H15bVCweRhFfd5W1MUHw5WlFlB/d\n2hJFQ9ONkXQ3be/3x1rznLnnnj/G/LXWXGuPT9WuffaeY8019zp7jzXXd40xJsAwDMMwDMMwDMMw\nDMMwDMMwDMMwDMMwDMMwDMMwDMMwDMMwDMMwDMMwDMMwDMMwDMMwDMMwDMMwDMMwDMMwDMMwDMMw\nDMMwDMMwDMMwDMMwDMMwDMMwDMMwDMNI3AzgmOHxLQAXdzc0hmGYmYF9McMwTLewH2aYwljS9QCY\nmWMngGel18sB/GHz/g0APtbFoBiGYWYM9sUMwzDdwn6YYRhmxhCq+O9q2k4EsL9pZxiGYfLBvphh\nGKZb2A8zTGEc1/UAGAbAQQCfbf7+T10OhGEYZoZhX8wwDNMt7IcZpgNYFGFKYU55vQa1Sv5Z5f2z\nm/fvbGNQDMMwM4bqi69H7XPP0tg+jvqOJsMwDJMO1Q8D5hokxwBc197QGIZhmBhEqOB6TdtyAC8C\neEp5/7pmG7ng1DMaO4ZhGIaGry8+sbHfodgK4ZoFaoZhGD9C5sT/m/K4GMDTAH4FfRoOwzAecKFV\npm3eD+Bd0uvlAP4A9clho2L7MdQFp+4B8DUAfwZgFYBzso+SYRhm2FB98UEATzRtm6X3L2me78o4\nRoZhmCHjMyf+vPL6CtTi9M0Avp5rgAzDMExabMuP/Qp1CLZuCbLVjc3jzfN/aWOwDMMwAyXEF4uo\nPTmFhqP2GIZhwgidEwtEKvlX8g6TYRiGSY2t0vZqAF9t2jdp2jc1bTwBZxiGiSPEF6spNGJCziI1\nwzCMPzFzYlN6DcMwDNMDbCcAYHHS/S3LtvsbO4ZhGCaMUF/8LQAvNH/fhfpu5qtzDJBhGGbgxMyJ\nn0Hti1dlGRnDzCi8+gxTCgebZ1X0OB916PZdqNXxnW0OimEYZsYw+eK7ALwGdWHAP0Bd5+mlFsfF\nMAwzK5j88E7UYshGAHtbHA/DDB4WRZhSEEX7npDeEyLI4wA+AOAG1CKJLc+SYRiGCUfni4HF5dHv\nQj1R5wKrDMMwedD54etRz39vABdWZZjk5Fx9RqyZfS6Ax1CvJKK2PwtgRfP6Hs92pp9sBvBu5b01\nqB39GLWzF9yLOjxbVOBWV6M5CIZhbLAfZkz4+GKg9rdfQy1Mv4jplRAYhjHDvpjRQfXD5wPYhvo7\nsAeLoongRQCP5BsmwzChbFNefwuLJwSgzqWT8+i2YfLuv6ud6R/bsFhVW620/QKA/4nJ/MhLoC/k\nJ1aj4YrbDGOH/TCjw9cXy4ii13dmHyXDDAf2xYyKrx/eZLHnOTHDFMqJmHT2QP1j3i+93q+0r0dd\naZnazjAMw5hhP8zk4HrUE/D/1PVAGKYnsC9mGIaZUdagnjStkt4Td/2Beik/1cGf7dHOMAzD2GE/\nzOTgGfAykAzjA/tihmGYHpCj0OqzqB32Xum9dwJ4uPl7BaYd/IHm+dWEdoZhGMYO+2EmJTej/u6s\nbv5mGIYG+2KGYRgGQL2CyH4squSXYNrBL8eiku5qZxiGYfxgP8zE8DTqPPePdj0Qhuk57IsZhmEK\nJOfqM4LPoi4Qtbd5fUBjI6pp7ye0L3Dc0l8bHzv8qwRDZBimBQ4B+PWQDU8Axi/TzV/Eos9garL5\nYQD4taXHjX91mKO5Z4AbmwfTb9gXd0dGX/xr47oOJ8MwPYD9cGHkFkW2NY//V3pvP2qVW0a8fonQ\nvsCxw7/CB8e3WAewDys9hkvje1s/hzO3qqth5SXVPldin5f9P2z9Kn5767ui9+vD97Z+Du/a+tut\n7hMAvrr1H5z79T1+Lj639Xu4ZOuZSfvser+m39z1c59cFtrnywBuJ9peDbwmdD8DJasfBoBfHT6G\nW8YfBJD+N2IixXc4ZKx/u/Vf8H9s/Q9R+5VZNRFVr+fjW1/GtVtPSLZPKl3sl7LPvRlukIf8X2Pn\nF235f3Wc7Is7I7Mv/hXo/52UPATgghnYZ1f75c86zP1ezX64MHLUFBFcjLo69teb12c1z09gWvle\ngcX8Slc7iX1YmUUQ6Tt8XPxZuXDU2rnY6zt8rIqiUz9cMl1/R1dhL0kQYaYp5dh1/R2i0pdxDhz2\nxQzDMAWTSxQ5H7XTfhy1or0GwB9K7Xdjco318wHc5dFuhC/6afBxosGTyXBYTOqc1v1wX/7XXY6z\nlAv6IVDCsezLd57plM7mxAzDMAyNHOkzy7G4frrstHdKf9+Iet32i1GfHJ4G8HmP9gnavrh/3bq3\ntLq/nPsUx840sTt53dos+7Wxdt3Jre9Tt982JrtvWfe67PsoYb984dA6rfvhtgn9Dsd+F89a9xtB\n28VcvL993fHB28bQxX5D9imObUxaTej/Fai/UyHzkK78P9Mqg/fFwOkzss+u9sufdbj7ZUpirusB\nRDK+aHxf12MYDKVcuHY9jq73P1Qum/siEO5zxh75kzH7YcIY3ze+qOsxOOnit911JMOskqPuiIvS\noy/F+K6f+yTAvniIjLupKcIwjD9XA+yHi6KN1WeYnrAPK2deEJj1z88wQ6Xt33apYsjJP38heZ/P\nvf61yfuMZRX2ti6MhEaMMAzDMAzTLSyKMBPMsjAyq5+bYYbOrAoiOQQQn/10LZakSKvxpWRhpOSx\nMQzDMEyXsCjCTDGLwsisfd4+0v7CxcwQaPO33bUY0pYIQkUdT1ciSRdRI0OGfTHDxPLWjH1/J2Pf\nTCmwH04PiyKMFlcB1iExC5+RYWaRIQsipQkgFLoUSdoURkqOyODzHcO0SU7xw2efLJQwjIuZEUV2\nV1sAAOeNbkpun7Pvru11USM7q+0AgI2jq5x9+9gK+3kcwVWjjST77VVdwD3U3jVB3FLtBgDcNDrP\n2beP7azZC9uOuQ7As6iXRgSAeyLtY9uXo15V4LHG5lsAvh0x3uJp8ztJufjbXD0JANgxOoPUv87e\nJIZsqA4CAB4YnUjqm2ovhIXqgvr16CFS91ntw/uuP4tLHEl1LE3pNCm+BypCGCnJD8v2HcO+uHNu\nbZ6vyWCfs++S7T9FsL2yeb6D2Hcqe5NQwt+DbuxvdZvkh/2wwnGpO2SGR6l3vGJYiX18x2y2uBnA\n4wDuR+1I16Je3jDUPrZ9OYCvoT4B3N+8/tOI8TISbf2224oOOfnnLyw8hkjbn6+t/xufY7SwL2YG\nwFulxwnNo2/IY5c/DzMDsB/W0PclenhJ3hZpa4KXez88Ue2G2CV5HyYavrN+UvezH4vqMgCsB3AD\ngHcZunHZx7bfhVoNv1eyORHAwcDxdk0xS/IOSRAZqghCJXd6TVvpNKXdWGBfPFhfzEvyZmHWhQJO\nvclD3JK87IfT++GZSZ9h4hlCAda+j58J4mzNey8COD/QPrYdADYB+KhiI5y/73iZlskpiMy6ECIj\njkUucaSt1WlKrjHSMuyLmR4w6yKIino8WCTpOeyHDbAownjRZ2Gkr+NmolmBWmWWOdA8vxrAS572\nse2va/5eC+Ccxn45gI8FjpdpyP0bZzGkG9oQR3h1mlZgX8wUCgshdORjxQJJD2E/bIBrijDe8B0v\npmcsx2TYHbDoYNX3Kfax7Wuav8dYzI8EgG2B42XQX0FkyLVCUpPzWOVOh2JRHgD7YqY4uI5GHFyL\npIewHzbAkSJMEH2LGOnTWBk9pjXZRwAetW96QPOecKSq+kyxj20X+/yW1P5I8/rGgPEymckpiLTK\ns5n7X+M2SUGuyJHcESNDSaNhX2wcL9ML+AI+D+K4cvRIG7AfNo43GBZFmMHDgsiwqZqH4LZpk/2o\nlWYZ8VoXdueyj20/IP0tkEMBfcc78+T8jecQRFoTQ3KLILb9tSCQnPzzF3onjAwZ9sVM2bAY0g6c\nXtMl7IfD4fQZJpgh3PFiZoInMK00rwBgKt7tso9tf7ZpXy21yw7ed7wzDQsiEs8qjy5paSw5Umpy\nptLMuEjPvpjpAE7v6A4+9gXCftgAiyJMFKULIzM+AWUWuRuTa5qfj3oJMMEapd1lH9v+UUxWzv5D\nANd7bM9kJvWFcZZ6GCWJIC4yj5WFkd7AvphpCb4gLwf+PxQG+2ENoesjl8L4ovF9XY9h5kk9wUvV\nX2kTz1TjKV2IMnHZ3BeBiDXZf0w0PKV+0u3nOtSXY2tQL+clr4e+CcAlAN5NtE/VLhgD+GvP7Uti\nfN/4otZ3mus3nkMQSUrpAogPGdJsUqbU5Eql6dKPsy8erC8eA7d3PYYC4AvwsuGUmpqrAfbDarug\nEz+cUxS5BMDbUBdJUd9fA2An6g+1CcDnAOyRbMQHF4VU7oEesiiyu9oCADhvdFNy+5C+j2Apzhjt\nINk/WW0GgCl70wVBzs9qsjeNZWe1HQCwcXQVqe+d1XbM4wiuGm0k2W+vdgKA1l43pi3VbgDATaPz\nSP372G+pdmMpjmDH6AxS35urJwEg2t40uc75WX3tt1S78dSjLwLdngBmkTb8MEAURVJ+x3S/7xS/\nKZsgsqE6CAB4YHSis+8N1UHMv3IUo4dIQ0F1Qf1stZfEkOryxp44Lchpn6xvg0BCOjaK/ZHjl5D+\nT4D7/6oKIz7fM5utzne34bfZF3dCK3Niuihya/N8TQb7nH3b7E1iyJXN8x3E/nPalzSW3PYuW1Uc\n6ep704X9rUA912A/XBA5Cq2uB3A2gHcCeEbTvgL1MjvbUOcIXY5J538zgK8A+HrzehvqkJn7M4y1\nNeTJzxEsTd5n15S2Gk2bYxH7Woojre1Tt3+Zkr4bTCewH+6Y+VeOputsSJEhNsTnTBA9kvL45yq+\nOpTVaBgr7Iuzw5Eh/YRXq2HKIqdytA11oZTNyvubAPxP1CeCvZrt9mNy3eH1AG4A8C6NbZHpMyVN\ncroQB7rup43PXJIA5KKU72MBIduzSBt+GGg5fab0tJkk6TKzIoTYSCCOlJ5K04V/Zl/cCa3MiWcr\nfYbFkGExa+JI5+kzjEJXS/K+BP0yOmdr3nsRk8VXiqSUC08VeVy5L+RLixZJTV8/mzzuUr+nFE4+\nlWj4o6zDGBKD88MxFCOItCWG7HGbOFntNokiQeRIjmV7U9LHaBH2xclhX+wFiyHDhCNHfGA/nJ6u\nRJFNqNVvoJ7ufKz5e4X0vkBeq7iodeH7NpFpQyDpWhjJse++iiE6hiKQMEnopR/O8XssQhDJJYak\nED98+04tlkSKI+L/EiuO5EqjYWaeXvribmBBZPi8FSyMMF3QhSjyNUxOpXagPiHcgzq0cIViL04I\nK1DICWAIF5NtRpD0laEfF/H5hvB9ZrzpvR8ujaIEkZxCSMj+U4kkou58ICmiRlgYYRLDvpjMkAWR\nMyO2/V6yUZQDR40w7dOFKKJOlx5GXUjqHiwq4DLihKCq5a0y5AvH1NEdXUWLpNzn0AURGY4emUl6\n6YdLjRLpXBDpWgRxIY8vViBJEDVSWjpNH1NomGT00he3yxDEkBjRI7bvPosmHDXCtEfboshy1I58\nORYV7oNYnN6INnUbwKCIf2/r5xb+ft26t+D1696SaqwAZuciUXzOWRIDdPDnTzc5/+ddP8c/7/rX\nJH0xSUnuhwHgc1sXJ15vWfc6vGXd61OMNSudCiKxYkjpQoiJVAJJRNRIrDDSt2gR9sXFksEXy+tW\nn948+kwfBZGcAkgIuvH0SSgZijDyVPNgSqVtUWQM4BZMOvM1WFym7AlMK+MrUCvnWs7ceknK8S0w\nK2KISqooj7ajRVLsa9YFEUGqtJq3rHv9xIXx/R/5flR/TDKS+2EAuGRraRNBO70VRPoqhugQnyVU\nHBmQMJIzWoR9cbFk8MUXpBtd5/RBEOnXeW8RddyliyRDSKdRRcq/72ogjIHjMvatW/7nIAB1FnkJ\n6uXFBHejXoNdcD6Au9IOzcw+rJxZQUQwi5+fBZFpVja/BqbX9NIP6yjtu8iCSEL2IPyzPYvgYxq7\nUlCqAr3MTDAYX5yft6J8QeRM9FcQ0XEm+vGZSv9eMH0mR6TIWaid9sUAXoNa8f4agG837XcDuA61\n+r0WdVGpz0vb39i0X4xaMX9aac/CLAoBNlKk07QVLRK7j9IutkqD8917SS/9cFvEXswGXUyXKoaE\n9p1jOd6YyJHAqJGSaoywrx0k7Iu9KPmit3TBIBXic5YaPTKUdBqmNHTKdZ8YXzS+j2S4u9oCADhv\ndNNUm24S8mS1GQBwxmiHs28f2z7aq6KB7ViqfLOqb3hsHF1FGsvOajvmcQRXjTaS7O+p/k8AwE2j\n80j2W6rdC/YUMWRz9SQAYMfojKS2fbWXfyvysXSxpdqNpx59EQj3OePxeprh3COI2Q8Txvi+8UVO\nI5/vjGz/qRHtapfyHZYFkQ3VQQDAA6MTSf1vqA5i/pWjGD3ktq2aKPbRQyAJItXljf290psWwaJx\nwyC4YWAPUN3Z2H+AYA8/+wlbgqBBGrvUj/bYmFijHHsC1QXAkeOXeH0PgMXvjS2NxtcP/3FVf1lC\nzmlUe/bFg2UM3E40vbV5viaDfWjfnyLaX9k839GSvUsMubB5fpDQt49tSfZCIPE5lm38n15Gnu9w\nbvtbgXouwn64ILpYfaYY+I4MjZiIj8NYiqU4nHhE8XB0SBg9X8b3OtSXp6J6/z2R9rHtMjsAbJZe\nX4L6ruBOAC+iXqLxcxhuAkUvmH/lqP9GIREiKf7LXX1TUhVSDY0aSb28MZMD9sWMxAldD0DDCZid\nyBAK4licgFqIKIUSvzu9gf2wQt+VI3KkiEpPL+o6J0RM8N3Gxz5n34wd39/QZXNfBLpTxW8G8BUA\nX29ebwPwGID7Dd247GPb1X2tB/A26b0rUJ8UgDqs+nKUHTJNihQJJeXvNjR1prWUmZhTfMmXabHp\nNr7bB6TSxKTRpCy6mnt+wr54sL7YI1KkFEpKl2ERxI+S0mv6mE5zNcB+uCg/nLPQapFwIdU4Qo5d\nruNdmsCxCnuTPfpAacffwSYsOmOgrt7//gj72HbBGtQrEKiMUS+9uAa1ql7qJDw7JQgiQfgKIqHF\nRvcgrlBpW8SO03e7AEEqtvAqQ4J9MdNQiiDShwKjJVLScSvlu9Qb2A9rmKn0mb6IIanGmeuite3l\ndlOResw5L7BMfae8G5mCnqTTnK1570XUxe9C7GPbZdajPjno2l7C5FKNTEd4XyyHCCK+lC6C2AhN\njdnjuU3Ekr2+pF6id6CwL2YaSriI7fCCfskb8vR79Pk8/VoppTArF2Alwn7YwMyIIiVetOUek9x/\nakGgb8JIqrF2HcUh77+kCXjhqyasALBfee9A8/xqTDtZl31su9jfegCfBXCuYdybpH7WAPiYwY4h\n0FraTG5BJJcYQhl3aoEhRBzJLIyUtBrNAGFfzKB7QaRlMSSXAOKzr1bEEvm4diWQsDBCgP2wgcGL\nIqVdqHU1HnW/bQsaqUWUNsfftRBiojSBpGBhZDkWCzsJhGNdgekTgMs+tl3sbzmAg4Yxfw2Tl787\nUJ8QXIWwmD7RpiCSogCpq49Q0cRX6ChUGEkVLVKwL42FffHM06Ug0oIY0qYA4oM6ruwiSZfRIyyM\nOGA/bGDQNUVKmVSIOialjAdIM6aSPo+NUAGlT/U9ShlrodFDBzTvCQetqtcU+9h2ALgY5oJWwPTl\n78MAbrDYD5KuI7yyRon4CBwxtTieRXsrsjyL8P35fsY+pw/NLuyLZ5quBJGMtS+WvGHy0RdaG3dX\nKUpdRyMVDfthA4ONFCnhgr2EMVAQ4wy5ACk9jSZGEOkjJUSPZLvLabgzvOtfgF0/sW65H7UCLSNe\n6/ITXfax7WugP0nItqIPMb6DaK06AhNETkHElxKWpRVj8P3W+kSB+NhyGk062BezL/ami4vUjBfk\nfRJAKIjPkyWCpKuokYFHjLAfTu6HBymKdClG9EUI0ZFb4GhbQAnZV1/FEB3is3QhjrQZ/r3uP9QP\nwUe+PWXyBKYd7grUSrMOl31s+1monbkoPnUuamf/X1Ar5fsB3ILJk9MaAM8YxstYaCVKpBRBpAQx\nRCVEHPGpNZJRGAlhlguusi9m9AxIEBmaGKIif77kAsmZYGEkP+yHwxlc+kyXNTv6LIgISlpy10Qu\nYWVIgohMV6k1IkGrEO5GHZ4nOB/AXdLrNUq7yz6m/X7UBaLE42uoTxh/jfoS7yAA9Yr8EnDIdmt0\nLoj4pJLEpKy0Scg4cx0vIl0u0VuQ70wN++KZYgCCSB/TY1KQ5TN3sYwvp9JoYD+sYS51hy0zvmh8\n38IL28X5k9VmAMAZox2kjqn2+7AS+6v3AgBWjL5A6rsv9qZJmenY6Ox3V1sAAOeNbrL2KdhZbcc8\njuCq0UajjdzHlmo3AOCm0XmksW+ungQA7BidsfCeTTDYUNU1fx4YnWgdt69tV/a2O5i6Y2PDx/6P\nq2fx1KMvAuE+Zzy+nGY4dy9M+7kOi/eKXwRwr9S2CbWTfTfRPkW72O9GAOcA+CjqolEHAZwI4ArU\nJ4a1AP4RmdZlT8T4vvFFTiPT71XHSuxL8p0M+X2bLoarC+rn0UPSm4aL7Kr5vo7Ef91x0d64Soz+\n2G63YP/fGvv3EO2/5LBXxlc91tjLdeANERnOvk32/5lofyeAZUBzGrGzWnPsdUgRI9r/q4SaRkPx\nxcLXxnyHKTccfH5Twp598WB98Ri4nWh6a/N8TQZ7YfspYt9XNs93RNqbLrYvbJ4fJPbf2C95jGZ+\ntGrsR2G2p1vs9zT2qy19PxU4Fl/7o8/D71i6bNWokVTfAxPi5JrjO+9rfytQz03YD0/SqR8eRPpM\nKSu6DA3fdBeKfRspND79DzU6xERXKTVLcaTV/RmwLd91D6arWLuW+4ptN+0XqE8CvOxjJCG/7yxR\nIpQohkP03QZHhRwijsWEadtDAJYF9OeTzuJzfJjSYV88eE5oeX8pow+OT9hXgxA+QpYhp/at6/8p\npGPJG4CjKY9N27VGTgDwckv76gXshxV6Hylyzvgbre906GKIDqrQQLFz2djaU/QP5BFDfEOtuy7i\n17Yw8o65x4FuVXEmH6RIER9SiKdFiCI+KSCp9hnadypCJvxUcYTSN3X/xH2G+OoU/jXXXOOyuS8C\n7IuHiEekSE7aTFdIKIakShWxRX6UQCqhJGnNkTZrjZRSY+RqgP1wUQwiUqRNuhREfvaDU73sT3rz\nj5Ltmxrh0fVqNG0KIrH55rrt2xRKuizEyjC9pw+CSFfL1obcDU1ZBNWn+CoBXomGYaj0UBCJFUNK\nF0FU1PGGiiRJV6xpswjr7BVfZWiwKEKkCzHEVwRxbR8rksQs3VsKraxEEYG6nzYm4rO8WgLDyHRS\nWDO1INKVEKLDVxyhCCNUwYNil3E1GvarzOzRM0EkRgzpmxBiQ/4sIQJJMnGkzXQaFkaYaVgUIdCW\nIBIrgvj2HyqSuKJBYttDcfXpK4h0ufKAaQy5RJJeRI1kXkqTYcikihKh2PRRDFHxEUdSCiNMHtgX\nM53SoSCSUgyh1V7248nI7cXn61wcYWHECfvh5OQURS4B8DYAN2raRAXaFc1rtaiKq70VcoshuUUQ\nn/2nTLUB8ggfMbVG+iiI6BDjyimOFC2MML703g+HMogiyilTdGz4ToBDLwyo4kgqYSSheMIpNEwk\nA/fFbUWJRAoiXYkhOQQQyn5CRZKY6JEk4ggLI0z75BBF1gM4G8A7ATyjab8ZwFcAfL15vQ312sX3\nE9tbIacg0rUYokOMiSqOdF07JCelCiIyOcURFkYGwSD8cJuQf/dtRYm49hMihqQqsGfqh3rhQBFH\n2ooYyZhCE8tK7JvJwu4DYwZ8cQ8EkRAxJEYIaUsEcZFCJAmNHlnyhp4IIwxTc1yGPh9BvWzOE9BX\nu92ERecOAA8DeL9He3ZyTUJ+9oNTixREZHzG5zpObU3mUkWJnPzzF3ohiMjkGu8g7rLPNr33w4Om\nbUHkKaRdmjHVfmKPQ4p9MExeBu6L2xBEzkSrgsjpCBNEzpAepXIGwscZclyWvCGykG3KpZZNtFkL\nhymZHKKIjbM1770I4Hxie3ZyCiJ9oU9jdeEjiPSVXGLOKuxlcWSYFO+He43rIrxNQaQtMUS3Xypd\nRMz47qPB18+y/2Qc9NwXtyWIBBJyQe570Z9DCFnreKSkTXEkGBZGmHZou9DqCgD7lfcONM+vJrS/\nlG9oeQSRvgoM1HSa0KKqqdJvYvtIKiaoE+uWQ7JzpdRwOs3gKNoPd0Gy1JlSBJEuhBAVMQbK5NmV\nBuNKcXFtz4VZmTLpsS/ugSDiQ4gYEkIKUYPShy5Ry4b4PD7pNafD71wTlU7TRioN1xeZddoWRZZj\nsVCUQDj8FYT2LCeAwYghTyuvT4vv8mc/ODVaGElBSP+uu3TRgojrAoYa+p1YPMkhjrAwMiiK9MMp\n6eUd+hSCSCIx5DnF5Z8cczqjiiO5hREXBdcWYQbL4H1xOIUKIiFiSOroDt99+ggkvuKIb72RqCKs\nLIwweWlbFDmgeU84/P2E9mCerDYDAM4Y7Zh43ySI7K/eW+989AVn37ItSQy5tKqfPzNy2wr7fwfw\ncaL9tU3/qr1JJHGMR40a0R0bkzDyZLUZTwJ45+jPSUPfWW3HPI7gqtFGkv3mqvbcO0aTZyrTRdGG\n6iDmXzmK0UOk7lFdUD+PthNsL29s7yX2rdo7JuQLYyGOfeO5L+DI8UvwwOhEkv2G6iAAGO1VYcR0\n7HUIW6YIOvPDW6rdAICbRudZ7YQv8fmOyfZ/P1pGshff+W89QDB+1vEbV0SLaktje5O+farvLzX2\n73H3DQDVY439uc0bjklp9dPG/o2T76sCiGBD8/yAwUYWSkx9TyCJI1NjFxiEjYljQxAupo69pW9A\n+r9+Xd+u4vKVMqHfYao99Tel2jNF0JkvBm5tnq8JsHdFiVzZPN9B7Fu1dwkiFzbPD0436QSRo80c\nd4kyxzWQl+alAAAgAElEQVSJIXsa+9WSve3nuLuxP0+yNwkhn25s30ecz6ewtwkkurEDZnFEd2wA\nfdSI6bgDhqgRy/91AVkYif2euYj5jVBtmZJoWxTZj1r5lhGvXyK0T/EvW/924e/fWHcWfmOdLgVT\nT+oIkSzRIU+jFkRS9aXiEU1CiRppk5DokflXjtKNnwVwyHsX4ch3ihPdsZx/5WjSpSR9Ikae2PUL\nfHvXLwAAz+87Er9zDn9PRXI/DACf27p4B+ct616Ht6x7ffAAh7y6VRY8IkRMIogvcj9HAMzPEzd0\njTUm4oPTZLT8866f4593/SsA4IV9CSYUfIxTkcEXy3dNQiuG2sidNtNShAj1sFAjQ5YiTUSI+vFP\nMLwfGjChjtGlkcqf33VvKyRqpMiIkVzRInKRrxfju2M/nBxdJexUbEPtvDcr7+/HZDjg+ajXYH83\nsV1mfM74G0GDK1oQ0YkXufEQR2zCiOlCRvd+rK1pe1OUSNIlN9skkUCSMp0mJJXmHXOPA+E+Zzy+\nj2Y4dxli9jM02vDDADC+b3xR9GBlYkQR3/QZkm/IWU/E1rdtuw7EEBfkVBvbRYlrsmfzibZtY/pt\n8PWjsWmHOdJ7L5v7IsC+uG1amRMDtycZrJlCRRGqIJJaDPEVQtqoGSrw1Q2oaTaUwF+fVM7gOiO5\nU2lyp9FcDbAfLoqckSKmf8DdmFxj/XwAd3m0F0XvxRB13wRxJFXESI67wdG1BEoTRIDFMUWKI11F\njBTEdaiPpphg3hNpH9O+HPVSiwewOK26MXK8OmbCDxfPjAgiYl8kYeQpWMLXUexdsJR+1EVby9p3\nAPviRXrkiwsURFJHh6QWQ9oUQWz7pugH4jO5xJEzkDZqJKoAKxPBLPphKzmW5D0L9cAvBrCx+fss\nqf1G1Jd3FzdtTwP4vEd7NKkmGkkEkaelRwkQx2L67KZjm3py5yumOO8EP4syBRGZBGPs89LDkdwM\n4HHUE8t7UDvdiyPsY9v/FMDHmrYbUU90N0WMV6V4P8zk57kftSuIyPslEVoYNtQPpli+l4mFfTH7\nYg0ZBRFqFhFFEKEsi3um9AjhNMcjBJ8xUT4jVTyiRuYELdmbW3Ea9DK9s+aHSfQ9nMY7faYYQaQU\nEcQGwfmaIkZiUmDU96jbBafNxIohtol2zrudEZEjqe50+kSLdJw+o4YgrwdwA4B3Gbpx2ce2P406\nnFqU7Pxs8/wHgePtmqLSZwC/qLHo9JnQ1JmMUSJdiCEqpIiR0DSanqTQxETU5YoU6Th9hn1xPjKm\nz+S8QMwsiFBwXeRThBAqCVaGdOJzjeGKInFFjqRMpwmKGMmZRpMzhabT9Bn2wxraLrTaKYMXREz9\nhjpgj5SaXuIrhoTcZdRtk0ooiVhCMlUIeE/SaHTVl19ErUSH2Me2o/l7r/R6LQBxivMdL1MyqaMT\nMgsiuull6P04UipNT9NomCDYF/eSAQsibYkhbc+j5f25rjnEZzBpC660Gmo6TbZUmpyFVwe5RC/7\nYQMzI4oUIYikFEN8+ooVS54225rqi+jqheRcUcI7SoQiiOQKtVb7jZn0szBCYQWmly8USx2+GtNV\n/F32se0vYdL5nw3gGIC/DhzvIJnpFWgifI+vIEKZSqo2Ppcx0cKIiQjfx3QG+2ImjrYEkRRiSIQQ\nctxv/lL7/rHvv8q/M6pA4tIW1oKFkWHAftjATIgigxBEckSXyH26nLclaqTtpXqpF0paQYQaHdJm\n7rnYV6g4ElGIdUaEkeWYDLsDFh3sCkw7VJd9bLvY34moQwM3ArgiYrxMbnLUGwrp0zGhpAoisVNH\neXvKtQG5+KqO1NEiHH3SJeyLe0dhUSIUYgSRWDGEKISYRI8U21mFEzE+0zVFTNSIOKY2caS3wsig\nYD9sYCZEkRQECyIliiG2/VDEEaLTb+tOry5KJLigaJeF+FKIIx0KI9kxHJddjwO7nrBueUDznnCw\nqvpMsY9tFxxEXTDqHtQFpHY0f/uOlxkSgT7IJYjkmipSBRKnMJIyWmQAwkfRK8+wLzaNd2AUJohQ\nokRcPiQ0OsQ2XMKcOFQECUHel1EgcUWPUMSR0KiRrMJILgqMFmE/bBpvMIMXRVJMLDoRRLoqxEoR\nPTQ2odEirYbIu+7MlrIyQYw40qEw0lW0yLpz6ofgI387ZbIftdIsI17rFGaXfWy7eC07+h2ol1m8\nJ2C8TJfY/EZIgVUTlklkV4KIbj8uYQQIiBoZgMgxC7AvZmgMRBDJKIasfIN+Xrzveb9rGrH/4OgR\nmzjiihrpRBjhNBr2w+EMWhSRBZH91XsBACtGXyBtK+yP/t3jbuNLq/r5M6PF92yixrWN/cdH0226\n7W5r7D+ssdcRa++KGhHjf2Cyf50w8k/V1ViKIzhjtAOAWwTZWW3HPI7gqtFGbbu67Yeqf2qGcuLC\ne7a0mery+nl0r9RmuaiptjT2N5ltFmyvb2xvcduS+lbEEe3YdYjPelVj/xBtPBvPfQFHjl8ycSxt\nbKgOApg89iZhZHNFKU+ejScwrTSvAPBwoH1s+/kAvoraqQuHLiqDvzpgvL1hS7UbAHDT6DySvfje\n7BjR1v/ztRff4W89QDKn/wbR/L4PAaMPEPv+UmN/rqZRM3msflo/7zxi71dMDz/UPH+CNhwve9nW\nJYwAwNt+BMzPA6M3Kg2GaJHqMQDfAUbvIQwGQHUngGU0vw34/V8Bve8zEfod/vMR7eLH9zcl7DuC\nfXEx3No8X2NoV6NErmye7yD0bbPVeYcLm+cH9d2pgsjRZg66RJqD2gSRPRVwAoAzDHNiVRD5dNP/\nX1jm0PL8+E8a+7+p7W1CyLEL19c2Dz5iFD5kflLVS4e8aVTXnHRt88Nz/2ihfxlj9Ig8dpc48j0s\nHpv3ScfGFDXyfAW8DGC14Tiqwoju/2rF9L0xCSM+3+EQe9dvSmfbCeyHDRyXusNSSBEhcvTQUv+N\nnkZYlEfodjkpYDzZo0h8okP2OB4muxRjDOnnkP8m868cDdjRJD5LobbI3Zhc0/x81Cq0YI3S7rKP\naX+s+VtWuN8JYKf0nqv/meAw5rseAsMEU3CdpS5hX8zQSREhcoLh/bUwR4iYtjkN+huGv34Mx/3m\nL62CyMo37MP88Ycxf/xhkiASgty/aR9inMaxmm6Ingn7sdRhshdQUiapxXVbIWdKWauwH9YQuj5y\nKYzPGX9D2xArigSlzISKISkI6cenMrbJVvO+Gi2iChs+r1226gU4ubgqRWTIlU4TGwbuu31AOk1s\nKo3uYuAdc48DMWuyf5NmOPc7MO3nOiwmGL2IxfXQAWATgEsAvJtoH9t+FhaXE3stgDGAP/XsvyTG\n940vytJxqDDqI845axDZ0l1Sps+Y7HuQOqPiihYxptCYJskmv2fybzY/aWtz+Esf3xgqiuSuJ3LZ\n3BcB9sWCIfniMXB7gm5yXfhlSJsJTZkxXcR71g5xpcf4iB+rA24o7SH6GFfajTG9xnRtYTqxmOqM\nuIKFKak03vVFcp39UqXQXA2wHxYU4YcHKYrMhCCSOoqDIpAQhRFdbREfoYNqSyqwWpogoiNEJOmh\nMFKAKMLkozhRBKALI6TCzCHCCIsiRlgUMTMDogiTh2GJIrFRIqkEEcPc1ySI2ISQEOEjBJtYYhNI\ntOJIKcIIiyIy7IczMOiaIkXjK2rkTmWhrD5DXKHGVXQ1V3FV0oWNS+zoothqSBFB320CC7AyTNe0\nWoy5Z5QqiBRNhCDiA6fOMP2EBZEFPMQQV0SIjxjiOt9RRFN5f6pAIo9VFUiO+81fTgsjplojptId\nphojruKrLooputqPgquMP4MTRYqPEukyxYa6L9/VZzyW6Y3B+8JIvRtboiCi7ttH6Mi8IkPsijRd\nrUbDML489/rXhi/jbWM1ylnVyhNKwVQmPUUvxcswpVCIIBIaFRIj9Nu21fkPMQ5d9IgYvyyOaIUR\nQC+OpBRGKCvSFLVMLzM0BieKxFCcINLlsrxAlNChRovkvtsbdUETc9FiCoMPvePoK3T42AdEi6RY\nqjcZHOkys4T6j71YVWbh3zUIW5a3Jb4nPbMwskgxvjCCJKIL+2LGi8RRIpTinCqRgohPdIhJDAk5\nh8nnL8pNJnkf6m/dFT2iCiOAIZ3mNHQrjHgx4GgR9sPJGZQoEnOyH5Qgots2ROCwRYB0FC0icF7o\nUKNEXIJI6IWLvJ2v4/KNGsksjMTA0SLMYChcyMhFqDDSqaCSMYKOQqm1RBjGzgBW1tBFiVAFkYh0\nmZioEKpwb7Iz+RuKQCKLI95RI10JIxwtwmRiMKJI65OJXIJIqBji2s7VbhM/TO0OYcRVW0QQG0Xi\nLK6qEz5yiSGuvnwECR+xI6MwUlS0CMOUSI/TZFRmtg7JDNx1Y9GFaZ8Wo0QSCyI5xJAckYu6PlWh\nRIyFKo6QokZihZHWGHC0CJOU47oeQAl4R4mUJIg8Hbid774Tp/J0OjlrUxDR9e3T/x7QL7Z8Lso8\nP2NMelKR6QtM7wj1GdS79kUIfwkjHEKmgKZtihVKZkDIYJh2KCBKZACCyErsW3jIrMJe0lxI3t71\nsGHan2lb9bOsfMO+qc+rXW1HPXYmDUz3vzDVfgHcKVKUQrwTcCIo42YQkSKtps2UIIjkqjXiqiWi\na/eIFklVV0R29N5RIjbhoM3QeN/oEWokCEeMMB3Bq8QMm0HUF4kQnai+r9TUGY4SYdonoccIKayq\nI0AQ0dUOmRIRDOc+kzCRAlM/8m/dVJNEFzkSHDUSEzHS+zQajhYZEjMTKbK/ei/2V++lb3BpVT8o\nXFvVDxmbcHFbVT+EnUvk2FkB/6OiR4U8WtUPKqq9ax8flcbv4tLK67jvrLZje7Vz6n2T868uqB9a\nNIJIdWf9mMIgiFRfqh8UfGwn7IliTHU9UG0hGDafu7q8fpDHYzuWGjZUB7GhOkiy/VD1T/SOmcGy\npdqNLdXubPabqyexuaKv+efzHQaA6ir6b6raQvy9Cntf//FTYAPdHB9qHibUOeytzSNF3yobALzN\nnVm5QPWY57HxPfaX5/N9vt/J3L8R3fmVmUXkXzglSuTK5kHBxxYALgTgMT/fU9UPgLbSzKer+kEU\nRI5duB7HLlwPQB8dIgsiK7EP362uxJerbRN2ukiNldiHT1d3Y1v1ZcOgJ21XYh9uqx7AbdUD5AiR\nbdWX8enqbmPqjjqm71ZX4rvV5P9KFzUiEMdmKmpEFzEijruMLWJE/r8KbGLY0Qr1d4fKdfD7Xvp+\nj33OmlQ7pk26iBS5BPX96Z0AXgSwCcDnMHkJex3qS8UVzet7TJ0VGSWS2u4Q0S4lPivQZCq6Gr0E\nb4ptxLGnpKbItr53JKlRG9TvAjWVhqNFZpmkvhjIHy2SexWaLEvzDqjeSErm57segcSybnfPUSIz\nTXI/XAYnpOvKd7UZ3YU3YTiuCBFKdIhPZEjouZISISLbqe+LMaqRI2rUiC1iRIsaMXICgJftmyxw\nBgLPk8eHbMQwWuY62OcVAHY0fx8AcDmAz0vtNwP4CoCvN6+3AXgMwP2avsYnjX8YNIjeCCIhqTIh\ny1nZTjomgUN9/zRzm0ihkZ25629TuzF9RhY4KGkzLkEkxYWMrzhCFSgo/frs20MYCRVFTpl7AQj3\nOePxz2iGcychZj+zRFJffMv4gwsvcqfRxC5taIMkiph8h+8qVz79GPz6c5aIi9BaIPJ2oQHwtu1O\nNp1+TechnS8z+SyT37P5Q4f/63PqjK7v6+c+CbAvLoWkfhi4PWAIOeqJeHiO0FoilCgR01CUOWqs\nIEIVQ6jnrlWGk8Zej4md+ts3+RnZb6k26tK9qjAyVXxVd82iOxHpCq/aAups1zVeKTQ5KmSFps9c\nDbAfLoouIkXGAJajVrz3ato3AbhBev1w81p3AugnuQSRmLW9n4L5xOMTNSJvo7FPeSfZKIhQsNmn\nvKvru7wuNXKDEo0SErFCoKtoEfo+jRe1vnfbXPax7UB9l/BtAG7UvO+6exhLNl9cYsRIK9EipqgQ\n0/s+y/wa8qtPPtUsjITW3I+tBJBdEDHBgkgrfbMvTuqLeU5sI0WUiEpCQSSFGGISQHxsdWKJGv1h\nixwR/ss3YmRqyV41WgSgn4hs9UVseNUWybESTTd1RdgPJ58Td1ZT5CXonf/ZmvdeBHB+1tG4SCli\n5BBEnkKcICL3Y0MdU66CrxaCVjKRfzKu1V9yhbn7rCJDvUii9Jd6n/3lZgCPo55I3oN66nRxhH1s\n+3rUJ4grAJyo2f8K1HcEn0H933kGeb6d2XxxiSkByVaisV1Ih1yYU20NFwhGoQH1FLDNAqmtCCK6\n4x8iALMg0gXsi6fpcE5ceJSICepqM4Q6IjIxgoiu5of63irsmXoYx3J438TDhqlPypjUz6K22WqM\nAJpVaSg3UCnilYyvOMa4YD+soStRZBPqg3Ex6oMgWAFgv2J7oHl+daqde6fOUEgpEFD7SiWG+PRp\nG5unaJJt0hb6M2kj758qjgxfpGibTVgMPwbqu23vj7CPbX8EwMcAPAF9WKO4e7gGtV/8vMYmBVl9\ncYkXZq0IIyZSpIFYhBGXOJITl/hiG5sWH0EkpJ9EsCDiDfviaTqdExdL7IUwwenJF/ShgghdeKAL\nIDoRRGdjEktCxJEYYWQK6lK9Kj4rCcl4iWu9X0ctBeyHNXQhinwNtUp0f/NYi/pgAYshhDLihKC+\n3w5tix0UmxxiiG4fJp42/G0hixAloEZ+2PL32y6ESNknRRjpKFokeTHKvPjebXPZx7ZTMd09TEUr\nvrjEi7/QC1kyqWoJeQojAC1qJFX0CLUvqyCi+yy+gkiHaTMhlPibaAn2xdP0a07spKAoERVL2kyM\nIKKiE0MmBAqisPGqp45NPEzY+lOFGJM4QvlsUyvvSMdsKlpEh/rV4GiRrmA/bKCLmiLqJdrDqMNq\n7sGiAi4jHL+qlgMA/m3rbQt/z6/7Hcyve7t1551FiaSwyS2E6Pbn64QSrTzjwnhR7itu2Oxjjjf1\nuLlqjlBqjHRYX8TGaNcreHTXK+3uVI/rbttLnvax7er+TGyS+lmDWkVPSVJf/NWt/7Dw99p1J2Pt\nulMWXuesMZJzRRpnfRFbTZBU9UUCVq+x1RmRkeeo1CxrHzHFGR2SYpLbszoiXQgiz+z6MZ7Z9Vy2\n/XrAvniapH4YeEj6+3T09krSt7iqiiNtxnYRHyqIuCJDbCkwNtHDZvPL0/X3tlce3od9S1dOjEOu\nO6LWF5FridhqjEztR6oxQqovorIW00VXW6ktkhpKXZE27miTYD9soG1RZDnqD7QciwfhIBanKKJN\n3QYwHLT/ZeuHEw9RIlWUSNuCiK6qMwWdaiv2q56gZPHDJoQkEEmsFzwxUSK5BBF5ex9xJLcwQsFj\niV5XwdVq3fGo1i0ul3bbR/49cnDBuO62qb7FZR/bTjkBfA2T39AdqE8IqZZiTO6L37X1t607LFEY\noVCsMGIovCqgCiMCk0ASGlESLIikSpsJZGiCCACsXXfKhEj5tY/8Y7ZxOGBfPElyPwxc4LH7HPVE\niIRGieigrDZjQY54CBFE9EvzTkaGyFAEkAUcN85sQonYr0sc8RVG1OKrMk5hJEed0yC6GIgqUv59\ny/tfgP2wgbbTZ8YAbsHkAViDxcv4JzCtjK9ArZyXSQrhJJUg8gzCBRGxfewYgPJridhSV1ILuT79\n2cafosZI2ylC5eB7t81lH9tOQXf38AadYSCd+OLS0gaKqy/ii+NGsHcdj4bYFJvWBJEMUSIU+iSI\nFAb74kkGNidOVKshNkpEhZg2k0IQ0aXKCFxpMAtzU/lBaVNQ90NJqdH9Ta0x4iy86kJ3Q9b0v3bd\naEwptg0X9sMG2hZFDmJ6baBLMPnB7sZkRdrzAdyVYudeqTNtpcSkEERixRC1L+pYAmqLxOC18owp\nSiRndIiNNoSRVKLH8GqL+N5tc9nHtrtYDuAYJgvpyXcPU9CZLy7t4jCZMGIid30RIIswEkqfBZEu\nlhqfMdgXT9LpnLgz2owSaUkQMdUNEWjFEIrIYbux5hBKdOKIcbxEYURuswkjE4QWXc1OMQNpG/bD\nBrqoKXI36uraB1C7sx2YrCJ7Y9N+MeoP/DQSVJndX70XOLQU+MyItsG1Vf38cYL9bY3thxVbk1Cw\ns7E/y9G3cIQ/buxP0djrRIxxYz9H/KyqvejTlE7zr4392y39i7QZcRwfGOFnPzgVJ73ZHs+9s9qO\neRzBVaONRhv5Qry6vH4e/bm120X7xxr7c5UGw0mn+mlj/0ZC3y5bJaXGOBZDKkz1pcb+P1sGIW1b\nbWnsb3L3DUjH8l5L/7J9E6W78zG37YbqIK1TC6aL1yd2/QLf3vUL26a+d9tc9rHtLlx3D1PRui/e\nXu0EAFw12khKd9lS7QYA3DQ6j9T/lmo3luIIdoxotxQ3V3Xi8o7RGSTRVXznRw9pGpXUl4nfEyGN\nprqzsf/AdF9ae9V/WNJpTj619k9HjgAP6E2m2NA8U+yF7beIBVWnxu4QRCaOjc1e9K/zZZbpU3UB\ncOT4JXiAcMrci1UT3xsXm6sncRjzuGlEE+x8v/M3VN8E8E3rOVNG/AZjYF+c1Bd3MicGbgVwAoA7\niPZXNs8me/kC88Lm+UFa10ebeeKSES1KZHdj/78T57h/Utsf98jiv912Ef/d6kp8F8DvjW4kCSJ/\nWtXjuG/0JmeqTNX8TEe3GHau+PDq9sb+ao2t5lgt9C/9zF/11DFjSo0Y+0dHFSmV5svVNhzBUpw9\nuhXAZCrNVH2R9e+sB/A3I3cazVoA/735v57X/F9NtUXEuU7+3sgYa4t4fi+d33mVHQBeBnANwfZW\nYp9m2A8nnxN3IoochLs4SvLiKUcPLaUbtxEBcsjR7oosSP5VMOxDJ4wcArCs+ZtaW6RNfKNELMf6\nyJH62Zab730nNqSArYxH3Y+i95GIs9f9Bs5e9xsLrz/1kZ/ozMTdtvub1+rdtjUAzpLaXfax7QLd\n0mOUu4cp6MQXC3LVATmM+eR9Co4cvwTzrxw1G9jqi5hIWXjVUWdkfh44uRFtfeqNmBC+b/6nDkOb\nv0tZQyQwJenI8bSpUEjaTM7vY33R8s1s/fvCvjiIjvzwCem7pJAzvcERJWJitSJ8fLf5mxohsvC+\nq3aIzm/HRCjL26o+VqlFIgsjwGQhVhmKMDKPw7Tx/fox4N+7WOR0tmE/HI5u531ifNL4hyTD1lNn\nbO2xKTMhgsj4x/b2uVPMbTphRHbAp9H/FpEi4qSiO9GYnsUJaiFSxCR4+IgilmMdc9FAEkpcwkhM\nXrzr4oBy8eBxUUIJOz9l7gUg3OeMvzE+h2T4jrnHTfu5Dotyz4sA5PvIm1A72XcT7WPbz0J9Ung/\ngNcA2Ia6kNS3m/YTAVyBxbuH/4hM67InYnzL+INBG+YqkBraNzVNz5o6Ri0ATXnf1p8rZS5iwi38\nX3D6Tah/s/kdXmkmSb/Xz30SYF8sGJIvHgO3E01TF1klpiK4RBGfeiIeqTNqnQtT6oxP2kywIELx\nyzbfTpm/ycdRsldXq5GFEbkAq+xj5L9lPyi/LxdeFdEiACaLrgLT1z9qrVPd9Y0uWsR1DL1WoUlZ\ncNW1Ao3M1QD7YUERfphFEZU2aonY2lIJIi4RREdOYaREUSSTICKIFkZcJ76Qiwdqu6t/hZ6IIkw+\ngkURQS5xpDNhBAgTR2xtof0B7awEmEvoDRFDHH32UQxJ1XcBogiTh45EEY/aDCGiSKQgAtBqiYTU\nEQESCSKhNeGotaY8hZHiRRHAfk5jUWQB9sN0ukifaR2vKJEU5Co6mlMQEduZhBFTKk0JFCiIiH6c\nwogtlSbVMrsM0wNypdPIocBUxMTPJY6IC2ujOCIuyk1pMIC51oiujdKfqU+XYEERTULS/nKJu5mj\nQ4YohjBM0cSkFSekNUGEIoTYUmTUPlSfKM8vpfkkJZXGd6lea20RVRhpA2NdEYYxw8lebRMaJZJb\nEKFsn6GOSScTvRYEEa/+Qu/gxtw1ppyMUywDzDAe7Gvq2+fq25ekS/aGrCqz2tBu60/ezkdUPZ3w\noELZv+kzuLa1tTmOy3Ovf23vBJGcvwmGaZWOlkv1jRJxoS5pK5gQRNTVYOR5HmW1Gd2qM6b31X5t\n+5XGqluZxrQiTTJCVqIJXYq5E1KnpTFtwqKIL7EFVnMSK4hQ+pGFEdnZEj+3iNppdZJHzOVMLYgk\n6TfVMruZ6cnSvExPyHUhGNLvXqwiXSSTLrhtwkiMOOISXXSPFPj07Rpr6DGQ+zbgI4b4CiKlCXkM\n46ZHF26UC+LAAqs6KFEiC++Zltw1RSabxBCX2KGDIpCo+9eMTbdUsE70oaQWmVDruVjpJCJ9Zpfm\nZRRmIn2GTG5BI2eUSCpBRO7PVmPEhm5FmjZWpjGlzhDIJYjI/VtTaXKk0XD6DdNzZjalBvBLq1H7\nNvVv2lcuKHWJYuofEfrvY+0QFkMYxoLHhbPpgtwnSsSVNkMWRHTvmzD5b53PM6XYyHNAQyoNsJhO\n45NGo8OUQjOFujxvKI7V1hjGl8GLIq3XE0lNF4KI3K9OGCmhvog4YfhEUhicp0kQsZVeCtGVo4QR\nEzFL51JEk4KW5qVfKDyedRxMu4QIGD59+/brI45YI6hs4ghAqzliapf7F7SRDkf1FbGFoFkM6RT2\nxcwihd1lt9x8k1NndLgiIHQRFEZBxBSdYbuIp/ho2cYmkOgEEIswIhDCyCrsWSi6qhNDTLVFgjgT\n7lqnZ8BccNXEwOuKsB9Oz+BFkaTkWoY3RukMEkR0nsUQo+iKGAm5kA9gauUZKg7RJEQQsbW7pgek\n4qs6ehD1cfLPXyBfiDCML7nEkdB+KeKI/HsIihwB6NEjNht5PzZsk/IYcZTqu1gMYZhhkmrVGZUA\nTSY0SmThvSZKJIkg4hBCnpe2eYN6jGwCiUkAIRZfBTAhjAhCo0W8Cq6uRZYahu3xVvitQsOUAosi\nglo1+1YAACAASURBVC5rgZhwOQWnIOIjqz6JYGFEoEubiSToAoh4RzRUELEhtrWdp63CSOpokR6I\nKQzjQx/FESAyrUbgSp+RbQQ+0XQpo8JSCSEAiyEMw9QEps6kihJRV5sB4C+IeAghuvenxBG1T+Ev\nA4URVxqNICpaJFUKDcMkZNCiyETqzKVV/fyZEW3jaxv7jxPsb2tsf99gq/7wH23s3z4yR4nIgsi4\nsZ+T+rcKIu9unj9hsZH5kGRPEEbGVSN6EI/NMtCOI4Cd1XbM4wiuGm0k2Vdb6ufRHzsMm+Nc/bTZ\nzxFS9xNHxsf2e3ALIxvn679Hb6SNpfosgGXA6D1E+zub/m+xGEknxOryxv5excYgulQXNPYPucey\noTroNmIGz/ZqJwCQf982e52IsaXaDQC4aXQeqX+dvU0c2VzVQvOO0bSfVMUR8Z1/YHTihJ1JHNH+\nnizRIxO/V4JIsuArb2red4glC/7jAwF9O6j+srFXfY2M5HNMvsYkhOiOvU0MMf1fTZN8n++Z7Tum\nI+VvxGbPzCqiyOqVzfMdxO187C9snh+kdX20auYixPn5p5s58fsUe8ONuGMXrsdPjj+MN43um3hf\nGwWCfdhWfRkAcMfotwA40mb2ANX19Z+jTZKBQRBp3AFGigswCSG6I2mLHqn2AdgHLLgbhzCyMHbF\nLejSaAAsHJv3ja7QDxiL0SI/qS7DsVeW4rgHHwHgiBY5E8B/lf6vumgRNYVmT1VfxR4lfm+s30td\nDk/O38itxD6ZNhm0KNIqh1rcl1UQ8U26023vGTHiim5o89jIGCb9RyyCSEyUSDLari3CMD2m1MgR\n4J+sds7IEYBeODUkOsQVobGMaEeB2gfRh/mk6XFkCMPMHpQCq75oo0RcOCJETGKI4OXm2XSjzRg9\nIs8JbcKIgi6NRqCPoNlr9bHzxx/GUWMrw5TFXNcDiGR80viHxkavIquxS+2G1BMJWXEmacqMDYMw\nIosichij7JBPU57F383rk95c560IB2t7Fn9P1RRRC63qVp4xKPW2lWZSiyK2aBFrbRGTKBKyEkNs\nUUNb3wq2i5VT5l4Awn3O+L7xRSTDy+a+GLMfJozxLeMPdj2GBXIUZY3p15VaI0OumxRaODXHMt+h\nwomHkJszPQaYLSHk+rlPAuyLh8gYuN1hknI5Xo+CHilqiuhSZ+QhSHNOVRQR6TO6eiK61BnbijPa\nWiIBaTMuQUQ3H7Ud8SlhRPavcttq+/tCFJFTaES0iPBnsl+Tfa54f4/8nrQKzUSkiHptpH5g3XWQ\n7hLHVZeRXGw15RUApabI1QD74aLgSJES6XWBof7SdpRIcNFVhmGsqBeiqUSS0H7VC3VqcVaBViix\nCQo+USW5CYhgyx0JIsghWJQogjBM0WQusuqqJ9IFNkHENhe1pWY//5QijJiiRRIQveIMwHVFmOJg\nUQTI+6Ns9QefKkrEgpxC47s0b6Liq1Ycd09tUSK9IKRwKhdbZWYcefKWMoqkDZEE8BBKBKGpdK7o\nkwwper4rVpUmguTsl2GYPFB9ta6eyAKuqDtDlEioICLbkIURHaaiqwq6gqsMM2RYFOkTQcvvhmKp\nLUIlQgTJFf7eNq6Cq0Mj57K8fOHBpCBXFInat0+/ugv9EKFExXsJ88SiR6wviBFAABZBcjHrn58Z\nJjafba0nYkqd8cQnWjlaGLFgqytCRV6al8kD++H0lCqKXIdaV13RvL6nw7EwfceVb4juCqwaU2gS\nhzoyAPz9isu+6/Y2KGEMWdFNLFIIJaYJS2g0iQy1RkkugTIlscIHkHdyyBPPLLAv9qPr/cfhqieS\ngtxRyDEQokRC5qCkm26JU2hcS/O6sK5Aw7QN+2GFEkWRmwF8BcDXm9fbAFwM4P7ORuQiJEWGcKHu\nRwupMza6uIjPUTBwFpmN9Bpfv+Ky77q9DUoYQyfkEkpMffv27yMk+BR5TUUKoUNHboGCBZBWYF/s\nR9f7ZyQmiqza8Jjj2wQRUa7TVB7XtiqNNVpEN++zzAXVpXkZF28FrdhqZ7Af1hAXH5WHTVj80ADw\nMID3dzSW9gledSYHeYQWr1WBKESKI66iVrFRJEUs88v4+hWXfdftbVDCGIph38J6WNOP3P3H7Gsv\nVrX+yPX5U5C7f8YJ+2I/ut5/7/BZjlcnGpMEat280zEX1UWJUAQR9W+fPgC4a0Ulv0k7SXChW5+a\nhYwv7Ic1lBYpcrbmvRcBnN/2QGYLz8oXcrHVGUGcdIquDyKHSTIyvn7FZd91exuUMIbe4Lqgzlnc\nNYbYcZUoJJQ4JmYB9sV+dL3/mcZaZFXgEhQsggRVEJHf840YmcIzqttWbFWXSpNkVRpfTkd2YWdg\nsB82UJoosgLAfuW9A83zqwG8RO0oeTRC0cREdAw0jiFBao3uyMxa4dQF+i24+PoVl33X7WQ/GEEJ\nYxgMoZPE3AWnSxYQSh4bEwz7Yj+63n/vSbEcr7XIqo7IOna2qBAfYSQohaYhRbFVb86E+5LkDHRe\nLWAAsB82UJooshyLBVQE4kCsQMwHv7Sqnz8zotlf29h/fOSuGbKzsd1I7PvRCjgE4BSi/bgCcATA\nF2n2+FDz/AmLjex5bgVwgsFetwrNRcB4HpgzjF9edea25tjcQfusO6vtmMcR3Dz6HbORpLxXWwAc\nAkYfcPf93I+ADc3fDzTPLv97a/N8jfSeKWrEdtR1YsrCWIjFVqvH6ucRQKoBUt3Z2H8ApLoh1eWN\n/b3uvgGguqCxf8htu6E6SOs0D75+xWXfdXsbE+EsY9he7QQAXDXaOHj7FH3bhIGhfdah2pc0Ftm+\nI9gX+5F4//Ll9JXN8x3EbX3sL2yeH6R1vaeZJ662zBPlVIpPN/Z/QZtX/qS6rOn+owD0YrP83jXV\nEwCAz49eM2FjqidS3Q7gMDC6xDwGkTpzIYCXYT6KqiCim4Pa6oz8LurZ/NSRN9zYqm6vn0efbN5w\nzBXrY/MEPjzaYDZqEMf9TaP7nLYAgL+q6oPzPuK1EeV7M4Hre6mqMjl/I7e6TfLBfthAaaLIAc17\n4kCoKhEA4N+23rbw9/y638H8urdnGFYgIQVYW0EnBbwc1tUz4Lw/Rsto1yt4dNcrAIB/2ferbPt5\nZteP8cyu52wmvn7FZd91ext4j+GrW/9h4e+1607G2nWzlWLHMKUi+8gD+37Ryn4MsC/2I2D/8l2K\n01H8MnanY7hF8121PBRSleV0zuZ1KTSRiyX4rEAzwWko+FopNU9hMYzoxWx7YT8czlzKzhJwNoBv\nYbIArO49wfik8Q+1HXmlz7h+kDHtpjZTeF1QodWQWDJVGLElhaiRIlisKSILIrJDPc3+fNKbf7Sg\nzOue1fdEMayTf/7C4olmj/IMTLcBC8f6uR9NfwxXkVUbvmk0NnttpAhgPkmZlHxTiosrsoRSVJyY\nPmNaBvSUuReAcJ8z/uD4FpLhJ+euV/fj61dc9l23t4G3L6b+fxiG6RaNj/SBfXF7vtjbDwO3W7oz\nJV6EQpwFuZbk1c1z1Gmn7uabvHtpSV650KqcPiMKrcpRIas07y3OO+uJpEifmYgUEXPMp5TX8nvA\nwpxULrIamjojY/tPyodlIn1GzOHk91ab3xPpM6KmiLz6jIhiFM+yICLe2yO/9/xi1OPEkrzqNZJ6\ncHTXRLpLHlvK0tHnLY22ncfi+m9eDbAfLsoPl7b6zBOYVoRWoK4y2x0lr38ezJmgndA0goiL3Mcr\nsLaFTngIqQ9CPXLU/SQTRBgTvn7FZd91exuUMAaGYYYF+2I/Eu+/6CVC7ZhuGAagS0uk1DCy1thw\nzMtkccI2H6TIVlRBZALqvJkwv+R6T72H/bCB0tJnAOBuTK49fD6Au3w7OenNP5qhYqsxlYcGWjZ0\nNaJDMtXswoEeKRr9LbIqcPmVNQDOktpd9l23t0EJY5hJeNK5SO5is0zrsC/2o+v995p9z6+MLra6\nb+lKv2KrhNVQbDVF3wqzfOUjiFiLrAJWAaT1IqsALVCDi6ymgv2whhJFkRsBXIf6w69BHVz1+U5H\nxEwyY8vxAj0RRPovXOTE5VfWA7gEiw7XZd91exuUMIZBUILI0cYYcggYIeNmIaVo2Bf70fX+e8ex\n779qIoUmlL1Y7V6W1yWArIGxtoivMBIUIaLiWTfEtBwvEB5xkxxejjcE9sMaShRFAOBjXQ+gM9ZC\nHyY4d4qjrkgOAlJnCJz0Zk1xjxgio0JsJ6YUYkgvBJXZwOZX7mkeVPsS2tughDEUT1sTwRLEFRsx\n40spZLjGwaJJ57Av9qPr/Q+CPVi1UFdEsBerFuqKCPZhpdtH6OadjrnoG06frC0C0IURX0FEW0vE\nBEEo2RuRty3XE/EiYcoUo4X9sEKpoki/CKmeTAiv86Pjxbu7KHCeIEWGAdcoYRgCuQWJHP13KaL4\nCg+UsaYSM0z7YrGEYRgbvzz9OOPSvBPIc3xLtAjgFkZsBN900837eC6YkB7X75lhWBRhhk9kfmdO\nvIusMgyTnZxiQoq+S48YAehj9BEicosZuv5ZKGGYSI4+716BJpankbXIv3ddEQO6aBEgbA5KEkTk\nKJEE80qdj/RZindi5RmGKQwWRfpEqyk0CVJnIk5QpPDFHpA8daZwJd+0HC/DlEqpAkjsuEooNE5J\nlbR9Tuo5IKdYwkIJwwwP3RwzeN4p33iLiGAW80WKOGKbWzoLrDpIUWR1j4dQwjClwKIIEJb+UkLf\nU7SQQiMXWdWtG2+jjaWNHWGKJ58KPJe4pEnxFC6kUOnD3XGmH+T6LoX2G7JdMtEj5PxE9OWuMbpE\nk1hBQt0+V0TJrIkk7IuZWcFabNUlgBhSaEzRIgJX1Ei0ICLPCS32tiKrTPewH04PiyIlYiq22hp5\nCqyWTtspNMbUGYZhktJ3EcRbAMktxPv0bxFQdJ/LVygJFUlyFXadNYGEYaJ5CtMX50/CPRX9Hkjh\nuCmW5U1NqDDiJYj4pM543jxLck5t7YYxw9CYHVHk0qp+/syIZn9tY//xxt4W8XFbBRwCsJHY96NN\n328f0Yqtjhv7uREhheYMAO9u/v4EbTz4EM1eRImI8UDzedUJ8G2N7R20Y7Oz2o55HMFVo40k+2pL\nM5I/Jpmj+ilwBMADNHPqkdHaus7V1U/r59EbaWOpHgPwHWD0HqL9nU3/txDtL2/s7yXaX9DYP+S2\n3VAdpHXKDJqd1XYAwMbRVdntKZO23Y0DOW90E6n/h6u/BACcMdrhtH2y2rxgSxnL/uq9AICjf/c4\naSzYoJyjXFzbnKc+TLQXvptif1sFLDOMRXfeFOfXB6btdULJkj86BwCwYvSFqTadSCIfexPydk9W\nmzGPw+Tvge17o47nm9UNANr5zvvYM7POlc3zHRH2JlXiwub5QVrXR6s64mK1w9c8g/qm4acb//E+\nmi87duF6/OT4w3jT6D5tu7oCzbbqywCAO0a/pbVXi61W19fPo03NG3IEiVLTrmq0mdFKmjDyu83f\nd4AmiMj9U1gY+06zjbzyjDg27xtdMWWn+r6fVJfVf3zhG7TBeP5fscdyLSI4+rz0wvN7meQ3YuJW\nYp9MmwxaFDnpzT9qL696WeL+bNEiTmHk1wH8e+COA6JEXAp06mNDxRDaOD+PWhnR0Fa0yMmnAvip\noTEkH9S15FoMOftmmIQcxlIAaSNDQvs6jHny9j/7wanAoaV2I5+7ajrbQx7bh3DIsF9bqo1qb7A9\n2hwbcT63RZPsw8qFY+/DESxd+F+ljPYQ30mGYdrj2PdfheN+85dT7+uW5aWiLbbqE2GxBlBdixAz\nTOLICc2zSRAxpsuYokQcqTO2eiK1f/zuxHuuIqtHXlkKUoUSdeKtu/7RVQc4hIFfyTJtMtf1ACIZ\nnzT+odWALIpQJpwuG1u7rc2kFLtSaEhFV31qjFgEEbmWCDBZT0R2rKdp/laexYRWTDxtz+JvoeKf\n/PMX6k5E3RBZ9BB/P6t5D5g6zrbaIrHCiE3Rd6bNmE5ytpOvTbiwbUc5oXuIIrZCq6fMvQCE+5zx\nRWP9XR6VL85dFrMfJozxB8fEkKQMlJQeQ92m1XNTrL2NkFpRlG0INpRCrkC4yJEjFaaE9JpPzl0P\nsC8eImPgdoKZa6FXH4jl5F2rz+jmPbopqVrLTt295DdkUUROn5FFEXWOKb832V5PJmVRZCFaxDTP\ntMw/bbXvbNEjAKFuiK8g0rwvCyKinogcJSLObfI5ThZFxPtykdV9zy/aTq08I5+HQkURV7T9RKSI\njdS3QylL8l4NsB8uCtbXBJSCqK0WTYW7tghpNRqT0KF6Fw9BxIROEIkkqBq4o9iqwFZ0NdfyaMGC\niI1QQSQxvPIM0zaDFUNSCiFd1Bdx+X95G5Pt04520CJHAARHgOSIHMnRJ8MUT6pleUUKjcBSV0SO\nFpHriuiiReQUGt28UxRclaNFFtJo1HQZoL5Yt6TRTMzblPmqLHoIgcRLCBF4CCIyugKrrqV4vc+Z\nXE+EKRAWRVJiE01sbaqz9CF4mV5imoxLEEmw7jkFccJ67vWvXYwWoeCoDh4ijIQusxsliAxkBRmG\nScHMiiE5okZ8tqWK3cS0mAlblzhisWFxhGF6Tmix1UhcN960S/ea0mjkuaaY19uEEQFRILFup+Ip\niOjSZkSUiHyOc53vyFEiMpQokV5BiRJhSmTwokirdUVyQFmJJlgYIfSrw3cp3hyIaBCfNeENJySX\nMJKCqJVmcqTNUNpd/TNMy7AYErCtr11MHxRhw2SXIHpEPtauuiMAiyMMEw9xCZi2eBpG/+BahYYa\nLQIsCiMTRVdtwgiaNjmSRIdFIJlq16GKKJ6CiC5tRkfrUSI+lQAE5NQZhqkZvCjiRYoUmhzRIl0I\nI9SUGYEpdUatK5IT+YRETKER2ISRWEiCSEsRN32G12SfXWZSDOk6aiQEaoSISwChRI84zik/+8Gp\nWSNHUosYfRJH2BcznRKYQiMjp9D4RIvIwohgShipd1Ajz+11aTYCVwSJDUodOg9BRCZFlEg2QiPs\np2hjeYX0sB9OD4siQyKVMGITREwFVomoRVZbgRK+iDzCSFSECNCbtBmuJ8LkIOdJv1NBJJcYQhVB\nkk0mYT8PxEZ/2LbvuOZILhGjT+II01e+g7TFVjMSkkJDEE1NmKJFXGk06jK9xnmnKbpZ9qMU/+ya\nf0cIIrooEVdxVRuzlTrD9BkWRdomZ7QIEC+MUAWRRHQy8WtJGCELIqFRIpw6k5PrUMcarWhe3xNp\nH9sOAJcAeBuAGzXvrwGwE8CLADYB+BzoiWVFMsjokFBBI1YISSmCUPrW+TRXFElodAhRHKGsVBMS\nAZIjakT0C7A4AvbFwyFVsVVPKAVXJ6NB/NNoAE9hBDB/K3QCCWWeqJvXedQQAfSrzZgIOke3lTrT\nGYOtJzITfpi0fHTfoS7bl4xcqSJUUcI39YWyXQl1REysNvy9xvA+YD3BREd3+PTBxVVL5GYAjwO4\nH7UjXgvg4gj72Pb1qE8QVwA4UbP/FQC2oZZNn22eezsJ39csxl1Cv9RtfvaDU+2CyNMwTwZztAH1\nZFo8KDxDfFCg7Ns0/kzHw/k/asj5PQlhxkOk2Rf3gkTpBznF2wRMRkvoJ2hTYoMpYkO0yQ8dp2u2\nM/Vh284iiPikzchRIjJBBVZzwvVEUjIzfngmRBEvKIJGrOhh296lBvsII+rDZe+zT3mcrnoipZJJ\nGMkeIQLMehRHbjYB+Lr0+mEA74+wj21/BMDHADwB/VrzYwDLUX8rVgD4vGWsxVLahWWS6JDUF/hP\nW9oAuxiRQuxw9eM7JqBoccSXnN/fGRVH2Bcz+kgB1d+ouozFB8gX7XsMqSCmFBHd71AVFbyEEdXO\nJpCoNjYhxbB/myDiKq46sV3X/qhwAW1gzIwfnp30mUur+vkzI5r9tY39xwn2tzW2Hyb2vbMCDgF4\nu8FeTe/4cdP/KY29K5Vm3NjPKf2bhI9xVX+FVHuxL5UfV8C/wjx+GXEcH7DbivDEndV2zOMIrhpt\ndPe9Bqh+t/5z9OducwCoHmvsz23ecKTSvK0JMnrA0D7R90+bvikDOV0zFhnNuan6UmP/HkffzbbV\nlsb+JnffAFBd3tjfC5LoUl1QP+98zF1PZEN10N1hGZytee9FAOcH2se2U3mpeRTNzmo7AGDj6KqJ\n900TrN3Nl/i8qS+xHtXeNXF7stoMADhjtMM5FgDYX70XALBi9AX3hfUGyzlEN2G/rTkvbCTaP9rY\nn2LxOPJ5wnRe0DH+MYCLGvtvEeybvp+R+tadO4Sv/XEFLMPkOcSUBvM06nPmMkyfY03byOdvy0o1\nIopU/r/KmFJYdN8b0zax32HXeEy/KRPCvgewL87Klc3zHRnsL2yeH6R1fbT5vS4hzqF3N/ZrifZ/\nUuEYgOMeeZhk/uVqGwDgA6NLrXYijeay6icAluAb/8/RhTZTKk11ff1ydEvzvuniXszjbm/sr3YM\nuhFCpvp3CCL12IGPjqrF9y1RIuLY/NZo8XtgjBJZ/876j79p/k/qeUwVsv57M4bzpP+rLXXG93uj\n/V7aopxCfiMvA7iGYHsrsc/OmSk/PDOiyJJlh3H00FKaMTVaJHQVGqCe4Nmw1RcBFiecuYoS2SJS\n5LFTIkN+PX44Ms+9/rU4+ecvmA1Mq9CsBvCYxt5yrOfn6+eT3xgwUBOxK81wlEhOVgDYr7x3oHl+\nNaadrMs+tp3q1DdJ/axBraIXzyALqYbW/zjkuY3JHqCdF6i1p2x2tghDeQy688kh1H5X9YcmoeMQ\n7HVFAlaqEf9H10SopFojufsuCPbFWXkZwAnt7zZnXRF1FRri8rxqbREBpehqHV1RCwsi6sJaY0SF\nsgqNDp9Cq7BHiByWJvWUtJkjIF5LMUNgpvywLuwkJ5TiJz7FXMYnjX9I3jlpiURBquUOY5dV9MkH\nT4VNEFEdMSV1pvlbru0iTijqs61NnJwALIoi8rK7ewx/m2xUcofjUcUQWwSjSxBJUWCVsh8J6soz\np8y9AIT7nPE5429oG36x6wn8Yte3F17/5COfitnPJQDuxqL/AeowvP2oj8peT/u3RbbL+9vWtG1W\nxqDWs9+BOh/T5DtT+2EAGH9wfIvDZJJBCiJAmCji+77NV1mjCBMu267iStH0Oa8ITEKH7/uONmrd\nsRAhIqd4Edr3J+euB9gX+7bL+yvVF4+B2y3NKqlXoDGsi6viEkVM/kC3Co3qV9QhKL97eXleIYoI\nVkv/Yvm3tcrwvvr7k5fqFcKIYEIcEVCrzejEYx2a+Z2rfoipsCp1tRlyLRFXlIjuvGWKEnHN1b3q\niaRcjte3yOrVAPth33Z5f6n88AJtR4qI4ifbUCs/l2Ny4DcD+AoWc4m2oS6ucn+KnZ/05h/RhRFX\npEcqG1e7K2JEQF2dhtKPbSwyLdcPkVV7J7ZoEVvF71zCSGjlcJlYQYRKBkEkBcaL1nUrgXUbFl/X\nJwCV5aiTxEyI/J4DmjbhnFX1mmIf205B/UY/jNqXmk4Anfrh3OQUW4oWRFz+P6cgIvp3RY7kLtgd\nuBRnH1enyd23a79a2BezL6aQMlpE9SuOaBHTSjQqlNVo1N+fuioNMBk1AsAdOeJarlfGMeczLbkr\nxirTqSDSGcUMJAj2w0Z8/fACbYsiovjJCkyrS0Ctkt8gvX64eV3uCYAijMT24SOMAGHiSMhdPBOO\nSWm2SZxN8FDtYLAVnzWVOJIiOgRII4jM7mo2FwN4p8PmAOplvfaj9lEy4rUubM9lH9vuQijoyyX7\ng7B/Yzr3w50XaVNIMp5ZFkTk/YQII6Y7oSHpMiYc21CFkRCGKIwEwr54ks59cVpURSIQkz94Evpo\nEdcwiMKInEYDhAsjAPzEERl1nrbH8L4B3VK7rmKqKQWRIDqLEplZ2A8b6KKmiKn4SariKulIIXhQ\n+0kljABp78ZRwpoDQ5apWCd9chSIiilaRNeuEhs14iMkxQoiKSk0SiSS+0GfRD6BaaV6BerJaIh9\nbLuLMYBbMOlT18B9mdyZHx5s2owJ33NIEYKIPCOlXIVo9mcSR3ILI4H1RQCaMBIqQrAwAoB9sY4O\n58TfQfoUGiKh0SI6YSQyCi2FMAJgShyR02n2LV05kVKjEy+0QollfqjrY+JzeUSHqK+pgogKR4n0\nAvbDBroQRUzFT4KKq/zb1tsW/p5f9zuYX/d26869UmiotJVqkzqKwUVIQdCWluE1FlulRotQ7GML\nolL3b4MiUhQaJTLa9Qoe3fVK+zuO525MhiifD+AuqX0NgLOkdpd9bLtAlxN6EID6Q7gEk3cXdST1\nwwDwD1u/uvD3yevW4pR107PUwQoiIeJ5CsE9qSBiujUXKJDYoka6FEYSUKIIYRvTj3c9g+d25arK\nnhX2xZMQfPFD0t+no52JTAaodTRMeESLAPHCiHgNQLK1R42o2IQSlwAi4xJD5LHqXvsIItFpM4OJ\nEqHUE7GtTV80s+CHjR3mxFb8xLeYC+BZaFXgLYqkKrqauq+u6l/YokQMbboiq/Lf1Pe0xVYBezFV\nU9FVFR8xJRaKSNG2IJI5SiS20Cr1t/6zuf8Ysx+BKG63BvXduXultk2o/dW7ifax7WehPim8H8Br\nUOeVfw2AqKR1IoArUE+Y1wL4R9jXZU/thwFCodWZFERyps0kKahqW+/QBVEgsaXTmO7u+hReTVx0\nFehv4VVq/7GFVtkXF+uLPQutAnkiRTxSaGzRIra5KKXoqm4ogYVXAXPxVbXN9N4qyyTTJJS4UAUQ\nFVd0iPpeMkEECCuuCrQgiuSIEvEtsgrEFlplP5zMDy+QQhShFmvRcTHq4ienof6An8XkCWAN6p+V\nnBskEySKABlWoklt53MXMaU44iOIqK8tbbaVZ0x/B4siAG0lGh25hZGUAgW1r1QCjMQMiCJ9o0s/\nDDhEkdIEEep2wxREYoQQGxaRxFcY6Xg1GmDYwkjPRJG+0emceFCiCBC3Eo1uKJrffSnCiA5ZcSjZ\n4wAAIABJREFULHEJIDK+Yki9zSpjm00QAVqIEgHs1zqdrTgjGLwoMhPEps/4FGtxFT+JLa6SD2pt\nkVQ1SHz7SpVWYxNEfO7QZcRrBRqBWlsEoNUhSYlP+krKGiKzW1x1lijaD/dVEIkidx0RE1ZBJJcY\nIvdvEEZ8U2l6Ul8klNzpNyWm98wIRftiPTnqingUXM1dW8SRRqOirkhDTaURbcCkEGJKqZGxCSUU\nIUTXp7p/13tFCCI2epl1wvSNWFHEp1iLq/hJbHEVL7LUFqGSS2QJFUd8o0MoNoZtUk7UJuqKqIVU\nXeKGq0ArHNtT8RUlqIJIR2kzQK8KrM4KxfrhPgsirdURSVVYtVNBRN5PR8KIiULri7AwMkiK9cW9\nxbe2CKXoqkd9EcAtjADwFkdkTKKGKpbYxA+VEDFEZxMtiPgQeprqZZQIUyJtFlqlFD+hFlfxZn/1\nXgDAitEXaBtcWtXPnxnVzzaB4trG9uMjmpBxW2P/+yP3OE4D8D8a+7cT7AHgXz3tH7XY6yaTOytg\nGYAPE/q/tMKSZYcB4nHfWW3HPI7gqtFGkn11Qf08eshuJ0SS6s7G/gMgRY1Un23szyWM5THJlnDu\nqr7U2L+necMhTiyM3V66YdH+8sZezdQz2VOPZcOGqo4CfmB0Itk2hs5EzGHRmh/WTcB2V1sAAOeN\nbiL14Wv/ZLUZAHDGaAdpTKbzgvG7Js4Lf2HxfcL/Cz8v/KTrvCD7YYogMm7s50ZEQeRDzfMnHAMR\nbGqe7yHYyn07hBEAwB/UT3OOc4i4IFLPUTqhQ35PPfYmxDbq+b7BFC2ifm9sAoTtO6nbLuVvRNf/\nzmo7qV8b7IuT0OmcGLi1eb6GaH9l83wH0fYEAA/Suj56LoDjgSXEOeue5veKEa200X+t6uH8mdS/\nRRg5duF6/BDAf3zs7xZ3aRFGvlxtAwD83uhGpzhyZfVdAMCNo9+balPZi9W4pnoCAHDrSLcY0SJi\nX9uqLzf965fZXex71dTYKYLIsQvXAwCOe/ARfR0Rmb+qgJcBvE/5v5qEffF/Xa3Ym86HR8X3gHhd\nhwtRD4jyHQb8vvOA32/qVreJA/bD6Wl79Zm7URdPEcVPdmCy+MmNTfvFWMydtBZHWYl9wXcMvaNF\nUkd4UO2WAThEsEuJz501YpSIL953umzRH6HbLWueKQK9EItDUlao0RrL3CZeY+AokVkkuR9WyZ2e\nUuTSu0C6OiI6WosQUe+kidcedQJswogJ24o0VELTaCxQ02g4YoQJILsv7o6X03WVIlqEMJyQiBEV\nauSIrQ+Trc3ex1aNDtHZuiJEtKi+1OcrEBzM2MsVDplC6XvhlfE5429ETcCDJsCpC6/mtA3BJWq4\nRBDltWvlGd+/jcVWAXvBVd1r27ZtkTJlxsfOZ98NoaLIXqzCO+YeByKKSuH7ttp1Er85F7MfJoyF\nQqslCiI+2/WuuGp2UQTwE0QEAYVXfVajGUjR1ZjtQvuPLbTKvrhYAgqtCjouuAqkXYkGSFJ4FZgu\nvgrYC7DKmGrg5frN+wghJnvvlBmAVkcESFtcFeh56kxcoVX2w+lpO1IkC61Gi/jgUxPE11aQUiDx\nFUN07xEFkRjk4lYTdUUAd20RW60RVzpNSnzECB+Ro0BBhGGYrjgD/sLImZicPIYIIrNJqVEZpY6L\nGToeBVdd2KJFTIFpgYVXdREjAMhRI/JvTRc5otrLUH+n1GuelGIIwIIIM2yO63oAJeBdYT4mtcRl\n65t6chrCttP149sekTbT6QTNJRykXP1F7Vc8qAxAEDGdlJnhkX1Vl0BKHZeWIqrs90AISbXCD4Hc\nudu9+n4yA6WAYpGui1ybb/TRftXr46cx5R+Off9VUwKAKhKoIsKCHVZql7ulzIXEtq6HC9P+TNsP\nWxBhGBqDiBQB4qJFgIz1RXxtQ+zl7aDZNkYwidg2d8ixwDtaRLwHzftyH0B81EiowOJbl6RQQYRh\nUpL74jFLPZFeEyqOeNYT6ZrMK9SUAEeLMN3gGS3iWqLXN2LEVKtIN6yAqBFZTFBTanS1REzCiCnN\nhoJLbLGdN3XCDildBogTRFolV5RIAUIik5TBiCJAvDDiTUjKSy573bax+ORgtzyhVNeHn4K6RC9l\n6V4XOuEkJtqkIEEkFo4SmR34bvfQ6EG0iI6OBY5SC64yjJvvIE9tkRbJJIwAsBZhBRYFBoo4omKb\nK63C3qC5lOmcbIxwoUaHAPGCCEeJMAXC6TMS3mk0QFi6S077FCRIx1GPZe7JXlQ0w2qErRgjWKN5\nxIwll33AuDhKhCmF3AVWSaSMBhlkZAlTMixcMt3geac+Jo0G0F9wmy7OdUMz+GZXOo1gD1bpIzA8\nU2AEPoKIrX/TuAB9dIgxXaZLQcQbjhJh6AwqUgToII0GyJ8eE5pOEwJFDOkoSiR6iV5XVIirPSch\nokzhgkjyKBG+iGQYpiOoS/POBOyLma7xXaYX8I8YAcjpNMD0KjW21BrALlKmWJJXHYO2v5joEKB9\nQYSjRBZhP5ycwYkivSFEGJFJ/WMIEUMM77kmjrmiRqZqi+igCCNw2KQmtyDCMIyTbMU0c09c5k5x\nLMsbsgLNQLGl1iRMuyk5hYajRRg7uVJoEtcWAdKtSGMbHjGdBtCvUiMwpdaYiP2d2sQQU4SLlxgC\npBVEKHgLIhwlwvgxSFGkF9EiodvI28qE7DunvUSuSZ6zrggwHS0C0CJCckaNxAgaIdsOIUqEmWmK\nSJ1hiPSsyCrDMGWSUxgB3Mv1CohRIwJq9IgKVTCh9GUbk47OBZEiVl1jZp1BiiI69lfvBQCsGH2B\nZL/kj87B0UNLgc+M3MaXVvXzZ0Y0ceLaxv7jI1pB1dsa+w9bxiI7a4o9tX+dGCLG/8C0vRolsr96\nL36JIzhjtIM0lJ3VdszjCK4abSTZb6gONkM5EYAhWkQSRqrL6+fRvU2bI2qk2tLY3+S2r+5sbD8w\n3Y/WXu3bQfWXjf29drsF+8sBLANGDxHtL6ifdz5GE0TUYy/QCSKbq97dqb4O9bdmRfP6nkj7mPbl\nADYBOIDFadyNkePthN3Nl/484pde2K8ZfYpk/2S1GQDI/sbrvPA0Jn232qYi/OrvE/3wo43964j2\n48Z+jmiPDzXPn8hg79m379jFsXl7gnOaDss5TUak0Ph8b3y/k6G/EV/7HsG+OAu3Ns/XaNp00SJX\nNs93EPo22ZpUhwub5wcJfQM42vxelxB+308CeL6xP0+x10WNfA/ApyvgBAB/pvHzuqiRP6n7P+6R\nh6d2rwokP6kuAwC8aXTflK1O5LDZ65DtXUIIABxb/876j78hnNMA4K8q4GUA79Mce1UQ2d0c9zc4\n/k9CELH9X7VRIrbvjU618fkOh9jbflMm294wE354sIVWU0QnLFl22H+j0CKlCYqbJqWQ8WS/0+tb\nZHW15bGseajvtz1GwTL/TY4cPzM6qY2bATwO4H7UjnQtgIsj7GPb/xTAx5q2GwGcj/qEEDreXnEE\nS7seQruY7nrqQr4Fc6c4Om0reoOwH+dYZ5uZ+77bYV88OBIXXQXcUQYvW9pMkQ2mbXSFRhuMxUkb\n9j2/EkdeWYojryzFvudXkkQLH9T+TYhxkgupCr4H83HxPY6C3tURmcnUmZnxw3MUo4IZnzP+htUg\nxUV1cK55TC55lwV0AuuL6GqJqOKUTqxy2bhe61JotLVFdEvnynRVZNVEqKASuPpNipVmbGkz75h7\nHAj3OWP832Oa5f86F7MfANiPRXUZANYDuAHAuwLtY9ufBrANgIgR+mzz/AeB483B+KIx7U6WLzE+\n3Gdbp593+WRbu6nN9L5pomiaeAqstUWAvLVFIgURk+hjK6ZoOlf5LCdPbWvwKbYaenMmd12RL85d\nBrAvDmkv3RePgdsTdpdred6A5b5daTSAu/CqzUXZRGfbcB0+Q5deQ0VNvYkRUWxizQK+qTKA/ZyU\nKmVmsLVErgbYD4e0Z/PDg78tHFtfBAisMQLQUmNybBtDQkGEQqtFV3X1RWS6KLKqI3Z54AByCyI9\n4mzNey+iVqJD7GPb0fy9V3q9FoBQIHzHy/SB06GfMK6FfRJKKroqSCGQECNQXNEhtgsSEwVEMjJZ\nYV/cOYUUXQXi64sAiy7PpwArsHiNTSzEKiOLEb4CSYpIkigxBGBBhJkpPzx4USQVwcIIkKagam5x\nhDrB9JiI5r7bJSAVXPWhq6V5Y1NtOhREOuX/2wV8Z1eq3lagVpllDjTPrwbwkqd9bPtLmHT+ZwM4\nBuCvA8fLlETIuSFaGBGoVwZUkcQzFScmXcZ3yU0gOhKEiYB9MftiMh0JI4D/yjQCVyFWgCyQAHFR\nJNR9GHGdd1zawswJIj1Km2E/HOyHZ0IUSREtAnQojIjtZWJFkoSrz4RGiYRCXbbQGC0CuFNp2owa\n6UgMAdIJIq1EiZi+8yesA3573eLr/+sjMXtZjsmwO2DRwa7AtEN12ce2i/2diDo0cCOAKyLGy4QS\n68N9MUWLUCALIzKmKJKIeiQUQYSjRKZoY2neKNgXz5AvzhUtAhQrjABhUSMAWSAB3AKGKpqQBQ8T\nlPNXTjEEyCiIzCDsh5P74ZkQRYCChBEgzcTa5GzVvlNMHgMEEUrtkJSYokW0wgjgTqURqIJFrEiS\novCqzKwIIvEsB2BLwDzYPB/QtAkHq6rPFPvYdnl89zSPxwHsaP72HS/TBakFFVe0CBAojAgSFGaN\nFURCokSYPsC+mMlPjDACxIsjgJdAoiNaBFHH4CI0VQYoQBDhKBFP2A9ryCWKXALgbZheIgeIX6Yn\nmCKEESDvHceUd9AcffkIIkVCjRqRMYkaOrEktQAiEyGGADMniFwM4J0OmwOo/dV+1CcLGfFapzC7\n7GPbxWvZ0e8AcBdq3+javkhfTCX76lMpCfXrtu1s0SLZhZEIulphJub8N/Dok0KYVV/8rv+/vbON\ntas68/vP1AlkpODL5UXqaKwBQxDlGzBUmqORQGOTqplIA7XdgCq1nTZ2XMGgJtQBOiMr4UNjwoRI\njKOat06kqoJwMWGqKG2AyVxL1SEKAUZFxR4BhsHJVBVwbRMNDB40tx/WXr777Lv32Wvt9br3fn7S\n0bnnrOeste4+5/z32v/zrLXosQ73MlsEzI0RCGuOgLNBYoUvIwTazzEghkj/GKsOt2br+TZFtqLm\n99xA/VfpXuBHwI+Lx/tRb84hw3JnfBoj4LAzTaqFVE3IbHBomkpsnS2i6WKOVAlpgFQRQ8SWQ5hr\nyEusd5oXgWc7xruWbwOeQYm6FnS9ivi5c17/Imowna0Wh6ZXhkpItEERyxwxNUS6Zolkdn4SrBib\nFm9FXQ7upvc6nKExAn6m0sD8rBEwN0fAziBpwjQbvAsmHoIvMwR6bIgMlrHp8Lz+znCWSZAFf4ba\nO/gl6rf/2cWauIPq5Jcsyr3gM5PBeT2Ny0q3HDDsh22WiO/skaYLnqYLdSMjwNFsCM4WxBCJw0PM\n7mm+DeVCa7ZUytviXcpfKP4uO9w3AEul5+pe/w16oMVCwTzdnTegt1mPI0b2RmhDxIVczrGCDX3X\n4vOBuxEdNqDjxa3JhfRrmF2Ym1zkv0G7YXCkcuvC6w23rpj2x+T/A/PskF4bIoPMEulC33W4Wn8j\nMdcU8bENjzd8ZYyAh+k0mpTZIxYDRl8Lq2Y5zcZH1ohPPBo1vd9lJh53obIstqPegdeBp0rlW1HT\nUg4ZxruUn0IJ/N7i8flF+d0W9VfJSotHQ6hpk9pgMBnIhsgasTVbuiysqklsbMReVFwYjBb/45r/\nrYc6HDJbBDpljEDc6TSatsyRMjZZJL6w9QtMzh8an9NlQBZVzZ+h6HArMU0RH9vwdOboZA8AV0wP\nGsWvTG4CYHH6faPYjcDH333RrDM3T9T949P68vLA73XgjiL+Ww3xVUzjdTtt/Slx0eVvNx6bOpND\nH/fN0z9orRtgaXKAT3Ka26Y7jeL3TJQ6H5yuncHmTaPZea2aRjP9YUvFxUKsky+qh9NH2vtiE9sa\nX2OGTD5XxLf1vRK/9IKZGfK7E7Wu0p9ON82N01kidce+CR3bI+6bU6YXdzKNdy1/ubi51F8mmRYf\nnuwD4LrpPUbxtrodUucBOy3+dhH7ZUPdfr6I/82a+Lq1RX5exP9aEd+2xshqEb9hut7IqDVJbizu\nn15ftO71pbrnoS8gqn3XNF2w6GNz2Zz6y+dN22N/xwQ+hdE5EOw+N10/w0wPGv1wYPud0vE9Yqha\nnHRMDPcX91+xjP8Tg9hbi/vvGNZdjjcxRj5f3P9g7al5xsjHhR5snK7p6Dxz5M2JWifukqmZOXK4\nqP/fGOjHHxax/6IlVh+C/1TE/8dS/DzD478Z1q/5L0X8dS3xegj3ZhF/yZx4fYzLx72JGUOk5n1t\n5Ahun7M2XqH7d8Qk/v72kLwYqg7PENMU8bUNzwx//bVHz/z96euv4tPX15nr9fjMFgGPGSNlLkMN\n1nzV5UBuv5Kp987uYvv0J/RH/uP24C3AOba9ciDA9J21/9cPNtNmXlr+JS8v/xKA/3f8tNd+CE4E\n0eIjX3vyzN8XXH8lF15/pXNHs+NTwIdzytuyQeaVnwP87ZzXmmzRa7L4ah112R6rc8psMfk1te0X\n3JhaPDDeWX6Vd5dfBeDD43PW1xJiEkSHofyryWfwPx8tdLaIA6YZI2C31giYbchV1l6XjDhYMz4+\nqDx2xfb8YDPEtt1CvnOGSF+nzZTnE50I1IbgQt0cxyqm2/aU2V+8bk/puW3AE8yKvE5rWUClF84r\nrzsBrF6z+r9aum+G70X5vJsjpugBt8c0YxMzZN4vWrbrjNhs5zuv3bpskTJzF181wccUm4DrmPie\nLuO6jshvbXgRzDSnjlV+f54MlfjjDS7t5EzWWnzj6mMt3bfHVZdtXm+s2W1TYEKXmw48u5gjvjG9\nMDC5OJl3Tms737mWF9j+MOA6RTTUFNOnN9wCosVdyVqH4YGW7vsitDHiMM/E1BjR2PhGXXcrdzVJ\nXOhyLrBN7o02XSbGwqqx1hK5HUSHs6LtZ2SbbXva8LENTzBCZI1AAnPE85xrV0PEF6Y70JRpmkaj\nad2Vpo2qoXFsTllEQqwdMvCFVfvAaLQ4FV7XhuqaLWJSbpIxAnZrjfjG5gKg7YIkkuEhCAaIDp8h\n0/VFwC5jBMyzRsAuc6SMzywS2/ZsCGmGgBgiQta0mSI22/a04boNT3B8GyOQ0BxxxPQXsTajIvRu\nNF3MkjLaQHDOGoHku9eIGTJoRqXFWWOyYGouxgjEN0dyMkRMyDRLRMgS0eGo6IvggIuvakzWGinT\n1RwBMy1u0tFQOt5l2TcxRISB4XtLXk1Tmo7rNj3BCTWQuejyt7Nbk6OJvvTTBNOL+j7vzPKLC88X\nQ0RoordaPHhcL/htlwq4lHC/UF6Kff2uhogJkiUi5MFAdTjWRaTDdr22F+K2F/pHSzefvNFw80nX\nvttstasRQ0ToAb4XWr0KJdrbgfNQX+HnWFsl1nWbniiEyBjRBFmM1RO+fwmL9UtZW7ZI2zQajdes\nkQiENHLEEOk9g9Di2Bjrs49sEZMYk4wRsBuguvwC6cNUcV0/xCZGENIyAh2OtfBq5Ok0GhvzuWou\ndF1/JCQu5o2tEQIettsVQ0SIh29TRG+TM28rHNdteqIQ2hjR5GKQ9NUQMcXUGAEPa41EQAwRoYXB\naPHoMTFXupgjVULPcze9uPBliHg0VlJkT+Z2DhU6MRId7okxAvaLsNpOqylTNiBSGSSuGSxdzynO\nZgiIISLEJuaWvL1DD0pCmSOQ1iDp2zSZeRkhrmuLVMkxayTGFB8xRIQhEdLcjpYtYhoDfswR39hc\nTEiGiCD0lB4YI5DGHIFmc8KXWeJ7+o7LOaQ3hoggzCKmiAFBB9YlqiaFb5PEhwliYjykyiLxNY2m\nTNmISGGQxFrrRMwQQUiIqTGCQRzMDtxTGSS2Fw8+zY7E5opkeQjjpCfGCLibI9DdICnj28xwZVRm\niGSJCLOIKWJIjKyRKm0mxjzTJEQWyBAGel2MEU3VoAhhkqRY8LU3hojJxaAgOGK17pPPLA/fcZrY\n2SNdLhRMDQrJJMkD0WIhOR6MEbBfb6SMa/ZILrieG7yYISCGiCWiw94ZjSlydLIHgCumB53i67JG\nViY3AbA4/b5R3b7im4yPlclNrHjsT9UMmXcsq7GHJ/sAuG56j1FfliYH+CSnuW260yh+3+QwAPdM\nrwPas0X2TJQtf3B6hZE58ruTUwD86XTTurKqgbHzWmWSTH9YX1c1fl7dtn3pEl81Q8rHxgSbeB3b\nI/YCx1BbIAI87BjvWl7mILCn9HgHahG+JeAEsAt4Enizpc/RsdUDX7rdhK0Wc/NE3T8+bY+9o4j9\n1tTMyPj2BP4W2GlQ92XAfy3q/02DeIB3i/gLDON/XsT/mkH8u5Z9eb4Ub2JiLE3gHODLhvWXj30d\n1TbnvK9151mbz03Xz/Dm6R8Yxdt+p3R8jxAtDsL9xf1XPMe/gjosAN8xrPtWx/g2c+Tzxf0P6our\nWSMfF3qw0VBvjtTENxklbxaxlxjW7Tu+aoDY/q/l+FYzpOW4z3AE98+BafyeuVFrhPqOlGN7wyh0\nONSWvNHYzPHoGQwp2kyFzf8Z45j4zNTxnSFx+hMbOf2JjWe2yK3ecqI32SFpuBd4ETiEEuJLmd0W\n0Tbetbza1m9UnlsE9qN2NjhW3Gc4CE9DF12yyrTzmeVwjkV95xjGVfnMnFuI1zUR4n+VLJGhIVrc\nSz6I3J6nDIMuW/g28VrNLQVB+vB3nrNDYmaIxP5sDoLR6HDT3ul9YfXG1cfOPIg5taVMqnZDY3sx\n4WO9EZMYX+2U6Tqlpm+kMkOOs5lbNjwN3TVnlX+6ahb5Pza4tAOoRKvS463AncBnO8a7lmu2ALtR\nWzyWTwK7gO8VdbzV0MfQzGixT3zoa5c6rNZ0skljNY0NUWcO2BgXIWIt6uwyDdXXjwMhf2R4esMt\nIFrcpVyTqxavwgMJmm0ixvoiZTxMpynTdVpNF7qayzHNFm9GiCb2Yqq5TZm5HUSHu5RrvOvwoKbP\nxFoQNZd2Q9FlMJZb5oztbjQua430gZRmSM+4uua5EyjR7RLvWl5mK/BsQ9n7xU3whPe1RWxjbevU\n5GiQdMngSGyIpCS382kiRIt7T6yFVzX6ItuTOVI2AUIbJDntGFbFuxkCYoj0hlHpcO+nz1RJNZjQ\nU2r6PpjpgyES6kJ7qFNKxBCxYhHlUpc5Wdyf2yHetVyzFXiCZrd/Fyq9cDtqLqZQIopGhbqIt72Q\n7/KaUITuv22sBSmzRARAtHggpLgYDXDB7XNqTR/Q/2+Q7BAxRHrEqHR4UJkimtSZGyl2qnElxmAu\nhXli26Y2EPqeNZLa4OnTZ7/CArNpe7Am0Iusd57b4l3LdXsLwKmGPj/H7HzJg6gTQttCWEILVtki\nECZjxDa2/BpN7OyRrqZMqKk1loTYvU2wRrR4MMTOGAHvWSOarlv59oWgxk9sMwTEEHFmVDo8SFME\n0hsjug+a1H2Zh4tZkfsvY12MEejvdJrUZggk+Ky/twwry21RC8C8CZhaXE/WlGmBrrrXJvGu5aCc\n7kM1cZrqAlLPohafGsRA3JeWd60nK2MEi3hfr7VtI8ZrQ8cL3RAtHrQWu5HCGAFvW/dWiTm1JgaD\nM0NgtIaI6HBnHR6sKQJ5ZWzk2Jdc6umCjdnhYoxA/lkjORghmqCf78Y5t9cXN83XqwHbgRtaaj8J\n3IUS3YVKmX5cNz+xLd61fAv1J4lyrK5D9+9U8TqhD9hmgXTJGim/dh7z6g1lLGRmiHTNEhnCedUY\n0eI6RItbSWmMQBBzBNYbCn0wSaJMBUplhsAoDBHR4TqcdHjQpogmh6wRTarsEd8DrRA70+RK2XTI\nySDJyQyBPAy/Bg4x31Uu8xLrBXcR5TR3iXctvwol5nrxqWtRYv8fUP/TCvBNZk9OW1BbkAkVsswW\n6RqP5Wts6o1B6MVXO8TLtJngiBaPnlTGCAQ3RzS5mSTR10JJaYbAKAwRN0SHGxiFKQJ5GSOaJqPA\nVz/7bET4pmu2SJWqERHbJMnNCIGszZCuPMRset424MFS+RaUMB8yjHcpr564dhft/1HpufcqMTtQ\n25cJHsnOGNGvocPrUhJjvRGXdjog59pgiBYPkpTGCEQzRzRNpoRvsyT5QrCpzRAQQyQIo9Fhl32L\nc2D1xtXHrF4wwAu46ITeoSZUbJd4G3waJDmaH3XYfJ9u2fA0uOzJfpnhnuyvO+/JDmq16mMosT0B\nPFIq24US2X9iGO+jXLe7E7gG+AZqfuQpYBPqxHASuBT4KfCU6T/qCWsttsWXdrvUY2WKaGwNC1eD\nI0eDxNWgiGCIuGSJ+DyvxDBYnt5wC4gWD1GLV+GBiM25ktIYKRPJHBksOZgh0D9D5HYQHc5Kh0dn\nimjEHLGn62AtpHHRhy2Eh4rtd6hnpohgR29MEde6ohgjXV8Too6u+MjUiDHFhnEZItA7U0Qwp2em\niCYXcwTEILEhFzME+meIQM9MkVEQavrMDuA3UIu0VJ/fAiyhnJ9dwJPMrhSr3SG92qyXVbsPT/YB\ncN30HqB9Os3RyR4ArpgebK3bJrav8eXBWvVYzuPwZB9n8xE7p7cZ9WVpcoBPcprbpjuN4vdNDgNw\nz/Q6q/g/mZqtfbZnchSAg9MrvMb2OV5/b2yOvY4VopOVFttoR5d4W+1bmdwEwOL0+8bxG4GPv/ti\ne/DNE3X/+NRsaswdRfy3puq+bWrMt4v4L0+b6ywbBN8o4nfOiS+zZBGvY+82rLut71Vjo3psmtCv\nKx97A7p8DkzjbT+Tob8jOl6ISlY6rLi/uP9KgHjbun8P+BXgO4bxtxb3IeKPFPG/AvzAsP7PF/cm\n8TaxOcb/dnFvcixDvk/l+D2G8SE/87bx97eHCNE5y3N9W1ECvhuVvlJlEdiPWvDkWHGbJyvAAAAV\nk0lEQVRfFv97gRdRc4YeRqW9bPfcxzNs5rhkDRjgcozO5iOPPVnPR5zd6XWSKdQNOW69oVdabEJO\nv8h3yixwWUvDR9bFOcXtsppbl/6Ub7puH8Rac6QglywRYZAMTofD8UHqDlT4AGWQ5JQNkYoj5Hks\nPiC/z43QZ0Kl0+xHrQZbte92Ad9DnQjeqnndCmtuOKgTyp3AZxva8ZqyLRd863Ed9MWY3pKij2PD\nx3dDps8koZda3IRvjXatr9NUGnCb1pLjmiE+cDF+EhgikJdRZ4NMn4lONB3u5/SZMjlNpakytqk1\nuZkgZfo4XaaKTJ/JjRS7z7xP/d7GV9c8dwK16mwUctyhJhU+BmixBnmuO8v42plmqGTznZCNDX2T\nrRY3kZtGW+9Io+my04yP1+ZIAjME8jJEeodosU96p8Nh0Re7OZojZZNgqAZJzkaIZgiGiAdEh72T\nwhTZhXK/Qc2lvK/4e7H0vEbvVXwu9ScN7+iBTk4D79iMcbAnxsh6xvwdGAlZa3EMfJgsyYwRHF6f\nA7F3pCmRmyEi555RM3odrif1tr1tDM0gETNEEGKbIs8xO1/yIOqE8DAqtXCxEq9PCItEPgGM1Rzx\nNTiLPcjzYWro93rsA9SxfeZHSm+0ODTJjRFwN0dc6oiJj7VRHOtxNUQEwSOiw3PJ3RjRVA2F3E2S\nPhggVcQQEcJjYoosAPMmLp2yaO/NyuNnUQtJPcyaA15GnxCqbvkZjnztyTN/X3D9lVx4/ZUW3Wln\nLObI2I2AMmPNGvH9GX91+R1eXX7Xa50jZ9RarAkxhSapMQJ+psRUjYJcTBJfRoiHunwYIn3MEnln\n+VXeXX41eDsjIWsdhh+W/v5MceszOU+naaLOdEhllPTRAKkyFEPkteIm5EqbKbIduKEl5iTrtxmr\nYwEl5AusOdynUOmClMqqr4E5jvg/+toOg6bdKQ9chmaQ9HGQV4dPM2NMxkioz/OV11/IlddfeObx\noa//ZZB2RoJocQ9IboxU69PENEh8miAe683REInFhRWT8i+/fihhb3pN9joMnzNouo/0JWukCRNz\nwtY4GYLhMY+hmCGaqkn5P1N1RGigzRQ5VNx8sAp8k1kx38LaUjEvsd4ZX0Q551kxhOyRUIO7vg4a\n6xjydJo+f3ZHimhxiVyzRcCDMQL+TYx5hoKPqTsh8dDOmA0RwSuiw0npuzHSxtBNDhuGZogIfSDU\nmiJ1W/+cAt6rPLcDtb2Y5iGUE69POtuAB733zhN9yx4Zw6AuRIZH+b3t+zHsw+dU8MootNgXWRgj\nEHch1Vjmhi2e+pXzGiJ9P58IxogOe6OP02kEO8QQEdLge9/iq1Ci/SXgPNTe7M8BLxflm4DdKPf7\nUuCnwFOVOvYCx1CO+QngkTntrd64+pivvnsll4vPmIOunBZpjfF/92VAm8tn8ZYNT4PLnuwbDPdk\nX5U92RmJFof6bPuq18kYqZLLGiGh8WjS+DJEhpZZ+fSGW0C0OAbRdRge8NX3niDmyHAYmxlyO4gO\nZ0XfD5LxQPzwZB8A103v8R5vElseZB+d7AHgiulBo77Yxh+b/F5rf8r4OjZ1A7ylyQEAdk5vM6p7\naXKAT3Ka26Y7jeIPTJYA1sU3DTb3TQ4DcM/0OqP6TeM3c5w9k6MAHJxeYVR3qHj9WQv1v3aJ3zc5\nzGvPnwCXE4DxBcRml3aEbhhpsW8drpoXvrS1yRRZmdwEwOL0+61169iPv/uiUV+4eaLuH5/Oj9Pm\nyB1F/Lda4jUh433UPc8MMT02BRv/9TWA2fsE89/XunOJzeesKbbpHBVyrKLjTzz/GogWDxELU+T+\n4v4rAeJD1t0UP88cubW4/45h/SHjc+pL6HjTWG2GpPjcpIq/H3gLRIezIvaWvKOlPAA6xkec5myv\ndZY55lyzPbllTcReKPU4m/koyZHPJxNEEGITYm0R3/U6T6Wpkut0ly4E+F8uuvzteVtzWJHbeU0Q\nhCZkWk3/GFtmiJA7fXeOsp0+MyZy3b0mtwGtz51x+ojz9Jm4rrhOWdZbID7sGO9avoDa0eCFIuZn\nrKVgd+mvb5Jpccjvg++6vZojmj5Oqwlkhvgk5Pkj9bnJefqMaHGuWjzC6TN1iDGSN2KGKBynz4gO\ne9fhs0yCBKGP5GYeHGezl5sQnHuBF1GL2z2Mmuu93SHetXwBNQ/9riJmAbjbob+Dok8Xrxdd/rb/\nhT8vq9xyJHAfxRAZLKLFQgdeQS68c0Tel54yGh2WTBHBiRADvFwzTwQ3epQpssKauwywFbUjwGc7\nxruWP4hyw8sL7G1C7V7Qpb8hSK7FfcoYgUBZI3WkyCSJZM6E2FlmDIZIjzJFRIvtkEyRWiRzJD1i\nhqynN5kio9FhyRQROpPLAE8QPHJ1zXMnUDsIdIl3LQfYhXLFy2jxt+3vYOnbxWyQrJE6YmSSJMhW\n6ZshIlgjWix4QjIU0vAKcux7z6h0WBZaFQZP7EVXhV6zCOvWaTxZ3J8LvG8Z71p+QfH3pcA1RfwC\ncF/H/godCbWoq/eFWNvIdYqNIaGMpNDnCDkHWSNaLHimfHEu2SPhEBNkQIxKh8UUETrRtwGeGCND\n5vni5oUFZtPuYE1gF1kvqG3xruVbir9XUfMjQS0gtR81n9K2v4MmlHERun59oR/VHOkZIbNqxBDx\nhWixRX+FpMhuNX4RIyQfRIct+juDmCKCNX0d4Ikx0neONjx/HvC50uNv1wUtoES0CZ16d7KmTAts\n3U6fbfGu5brNn5XK/6x4fFeH/g6eGMYIhFlnRMyR9YSeYiTnhC6IFheIFvceyR5xQ8yQdIgOF3jT\nYTFFBCtkACn0kO3ADS0xJ1GCuoI6WZTRj+sc5rZ41/KTpb/LfQWVCmjbX8ETIc2XshEwVoNkKGaI\nnDNnEC0WMkayR8wQI6TniA43IKaIYMwQBneSLTJKDrGWZtfGS6x3mheBZzvGu5YfK8ovAd4snisL\nvG1/R0HobJGY7YwpeyTKwrOIIZIQ0WKhB9Rd9I/ZKBETZGCIDjcwmt1nDk/2cXiyL0h8yLpziS8P\n7pYmB1iaHDCq2yZWxx+YLBnHH5gsWcffOfmJ8YXMvslh9k0Oe48dW7xNvRnwELN7mm9DbQGm2VIp\nb4t3Lf8GsytnfwH4qsXrsyGmlplckB6d7OHoZI9x/XXxTe2sTG5iZXKTcd1t8Xq3mjPGwc0TdTMl\nZLxD3ev+rxp8Hsu698vH56CpnRzO39X4HiFaHIz7i1uI+JB1p4p/hebdVG4tbibYxKaIr/6f1f91\n7J8DX/E29SZnNDo8GlNE6M5Qf+2K8Uuy0EvuYk3k9wKvA0+VyrcCuy3iXcvvQznhe4vbO8AfWbx+\ntMTMCIipkxdd/jYbz/koWnsh2HjOR9EyQzRDPZfZcDa9+tyIFguZUjYNPihufcuoqPa9b/0XIjEa\nHd5gEpQxqzeuPpa6D4Ml1QAydrsyUI7DLRuehu6as2qehXyDSztCN7LW4pgGaGqzNddpNrENkDJy\nTlHofv3xhq+CaPEQWYUHUvdBWEcOU2/E8MiP20F0OCtkTRGhllwHdSGQdUYEYdjEWmNEtwXpzJGq\n+ZDKJElpgpQRQ0QQhLQ0GRK+zRIxPgTBBTFFhHWMcVAnxogguBHTeOhC7P7lcjyazAlfZkku5keV\nFHou5xBBEMwRE0MQckJMEWGGMQ/qxBjJnSOpOyD0nBTGCKSfUlNHrmaGD8QQWY/f/okWC4IgpEV0\n2Dey0KpwhtwHdTE4XiyZKAiCPX3QkFQXzH04Nn0n1XGW91YQBEEQ+k2ITJG9xf21wAuoVWKr5cdQ\n+wYDPGxZPkPOv8T1CRnUzSJZI8IAiKrFfSLV1BY5X/kntU6nbt+EPvRxwIgOC4Ig9ADfmSL7UYJ/\nH/DPUXsH7y2V3wu8CBxCCfulzO4l3FbeSMxfiN5ZfjVKOzHabDtuP19+I0i783hj+efR26xrN8aF\ny6vL7wRvI4d25SIwOkm1OAaumti1n79cfsmpXd22Tfunl593brMLKdo1bdP3Ob/L++rafoqxhBCV\nZDocl9dG0maqduV/HW67Qk74NEU2Ae9VnnsQuLv0eBfw49LjZ4EvWZS3EsMceTfBQMZ3m6bH6RdJ\nTJFfRG+zqd3Q02leXX43WN2p2z1+5lMmhkhkstDi0KTQYYBfLr/srS5THT69/BNvbdqQot22NkOd\n423fVx99iPEZliyRZIxChxVy8Ty8NlO1O6b/VcgNn6bI+ShX++LScyeAheLvq2tecwLYZlhuxebS\nJZmwhhyTbsjFvTlyrJKTXIv7ojG56GEu/ciZnI5RLv0Qsia5DguCIAjm+DRFjqFE/K3SczegnG1Q\n8yFXKq85Wdyfa1Demc0c5yeTOzk82Wf8msOTfcbxNrFd4//q0T/vXH+bQbQ0OcDS5IBx/TbxXer+\n6aP/xzj+wGSJA5OlaPHzLvj3TQ6zb3LYuO59k8P8+aN/ZRVvW3/M+HnHxuaYC85kq8UxtLJLvOlF\n7tHJHt599AfGsUcne4z7cnSyh7+Z/I7xxf/K5CZWJjcZ198l/sNHHw9Wt2n8Zo7zN5PfsT6WtvGm\n7+tmjmc3PmiKr/sc2ZyPBSey1WHF/cUtRHzIunW8zdS+GP0JeWzkf/VXfy7xNvUKQ2ABJegXF493\nsF7gF4C/L2Layuv4EFiVm9zk1ovbh3THpp2qjowd0WK5yU1u5ZtocXxEh+UmN7mVb6LDmWGy+8wC\n6qA2carh+SeA32bNJT9ZE6NX014xKK/jU3P6JQjCcNiQugMZIFosCEJqxq7FosOCIKRm7DochDZT\nZDsq3W8eJ4G7Ks/tL25/UXpuhbW5lBr9+H2DckEQhLEiWiwIgpAW0WFBEATBmO0oN1xzVenvqru9\nDfiRRbkgCIJghmixIAhCWkSHBUEQesA/8FzfNuBXgedQaXy/Cvyr4jHAeahtyo4Uj3cD/730uK1c\nEPrEDuBfsvb5L7MX+IfAbwHXAC9Zltu2uQP4PPDXxePfB/4vsym6XdsU8kO0WBAUKXR4XruixeNB\ndFgQ1pAxsZA1Puck6UWkqiwBXyg93otalXsLanuxRyrxbeXCcNHvvZ43+3CANnagPltLqM/XLuBJ\n4E2P/diKWnX+BuAN4N9Vyu9F/drz4+LxfuAF4JBheZc2dwMHi79PAl8EnrLoUxt7i/tri9fdV1M+\n75jGeO/Hgmix4Ero7+NQddik3ZBaLDqcD6LDgisyJjYr79KmjIkFoSM7UF+Iuue/ClyCOgHuLf4u\nsxeVPrmruLm2aVJn1zZTci+zKab7Uf+Db3ajVm//e9SA5Z8F7Md+1kS3THWgtBV4xqK8S5u7UNv4\nXdzwOtc2y/yMtRMCtB/TWO+90G9S6PC8dk3qFS2uZ+g6PK/dUFosOizEQsbE4ZExsXl5lzZlTCz0\nmr3F7QlmP1zlct+iuLV43TPAf64pDyEmbW3G+jKFvtCo4joANSWkEFapE+Ora9q4GvUZMinv0ibM\nf39c2tzE+u/jrkp9oS8+hLjE1uIUOmzSbgwtjq3DEOf7OHQdbmoXwmix6PD4kDGxWZ0yJp7P0LVY\nxsTC4EjtuqVyGlP8uqWJ6R77GICaEkoI66h7D7cBr1ee21K0ca5BeZc2Ye0kvb24lb8/Lm3quItL\nz+3A/IQW870X3EmpxSl0eF67MbQ4pg5DvO/j0HW4qV0Io8Wiw+NCxsTmdcqYeD5D12IZEwvGnJW6\nAwZsAt6rPPcgcHfp8S7W5n0BPAt8yaLchfdZ23e+zNU1z51Afdm60lanzzZXUW74FtSctqcq5T6P\n6SLrRUAvdmQ6ALWhSQhj9GOBtTmCGt3mokF5V55DzUk8VNwuZe1k6NLmMdTn7q3SczegPg/69fOO\naez3XuhOzlocU4dN6vXVbkwdhrjfxzHqMITRYtHh8ZCzDoOMiTUyJjZDxsSixdnQB1PkfJQDe3Hp\nuROs7dceUxTriCkmsb9MsU5uIQegVUIJoSkna57Tda8YlHflzcrjZ4E7DfvUxl+U/l4AdrI2GEh5\n8SH4JWctjj2oi6nFMS8yYn0fx6rDEE6LRYfHQc46DDIm1siY2AwZE4sWZ0MfTJGcXbfYYhL7yxTr\n5BZyAFolpBCasMLa4EWjH79vUN6FBdan/Z1C/eJh0icbnkClkL5VPE558SH4JVctTjGoi6nFMS8y\nYn0fx6jDuo4YWiw6PFxy1WGQMXEZGRObIWNi0eJs2Ji6A4bUuW5Xlx7biOIC8HHx968Db1dee8qi\nX3Vici/qpFD+YC+gUu9+vXj8MSoF0rbNmF+m55j9/w6iTggP037MbUUj1AC0ykKpLV1vKCFs4iXW\nv0+LrA1o2sq7sAp8k9n/YQtqmzKfbe4vbuXva6qLDyEMvrRYa2KTFofQYd1ukw7btBtLi2PqsH59\n6O/jWHUY4mix6PDwkTGxQsbEboxVi2VMLNSS0hTRothEkyi6uG7bUY76p4ENwL8H/q7y2pPAXXP6\npTEVE90mwAVFu3/YsU3XL5PNMbe50AA3JzPUALRKLCHUbGh4/iHU50Lvd74NNSfYtNy2zVOsn4O8\ng7VfA1zbpHjtM6zNqb0KeJl0Fx+CObG1uKyJTVrsW4fL7TbpsE27Llp8FuvNmDKpdBjifB/HoMNN\n7YbWYtHh/iJjYvs2ZUzsxhi0WMbEgjGpTJGyKDZRJ4qurptO6bsauAX4t1a9nsVUTHSboL5Unwb2\ndGzT5ctkc8xTuMeuAmRCDCEEJX7binrOQ30mnkMJIqhjrLdu24Ja5fqp0uvbyru0+VBR50lUSutB\nD21qtqE+Z8+x9ovJFypth7z4ELqTQovLmuiqxTaDOt2uqw5X69WYaPH/Zv3OEVVS6jCE/z4OWYdN\n2g2lxaLD/UXGxN2QMbEbQ9ZiGRMLg2Y7s9tdXVX6u+rEbgN+ZFHexr3Ub+lU3Yv6GWa36apuybWf\n9dt42bbZVqdLm5pNrB+47wZeKz12PaZ1aAHaC3zRsa4m9B7iu2g+NjH6MRQWWNumrnz7XiWu7ZjK\nMe8PqbQ4hQ7Paze0FqfSYQj/fRQd9ovo8PiQMbFZnTImno9osV9Ei4XgbEN9YTehPnBbmBWoUKJ4\nFeoD+TrKTd3L7IknhJi0tWlSp48vU+gLDUEQ+kcKLU6hwybtmtTrqsWiw4IgVJExsV2dMiYWBKGV\npvldOaHT1qosodKRNHtRq3JvQW2F9Uglvq1cmGUTygnXqWU/ZX3qmBxTQRgPosXxER0WBKGM6HAa\nRIsFQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAE\nQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEQRAEIRH/H/Xdh1tR\nD7zAAAAAAElFTkSuQmCC\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAABEUAAAESCAYAAAAbqGtQAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSZKUMEgAAAAASUVORK5CYII=\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -336,7 +336,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 11, "metadata": { "collapsed": false }, @@ -360,7 +360,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 12, "metadata": { "collapsed": false }, @@ -379,7 +379,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 13, "metadata": { "collapsed": false }, @@ -397,7 +397,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 15, "metadata": { "collapsed": false }, @@ -405,18 +405,18 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 30, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABFQAAAETCAYAAAAYmFIjAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nl2CMAAAAAElFTkSuQmCC\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAABFQAAAETCAYAAAAYmFIjAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", "text/plain": [ - "" + "" ] }, "metadata": {},