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Fixed directive to save iteration dictionary.
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+19
-28
@@ -213,42 +213,33 @@ class SaveOutputEveryIteration(_SaveEveryIteration):
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f.close()
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class SaveOutputDictEveryIteration(_SaveEveryIteration):
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"""SaveOutputDictEveryIteration"""
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"""
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Saves inversion parameters at every iteraion.
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"""
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def initialize(self):
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print "SimPEG.SaveOutputDictEveryIteration will save your inversion progress as dictionary: '###-%s.npz'"%self.fileName
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def endIter(self):
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# Save the data.
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ms = self.reg.Ws * ( self.reg.mapping * (self.invProb.curModel - self.reg.mref) )
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phi_ms = 0.5*ms.dot(ms)
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if self.reg.mrefInSmooth == True:
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mref = self.reg.mref
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else:
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mref = 0
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mx = self.reg.Wx * ( self.reg.mapping * (self.invProb.curModel - mref) )
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phi_mx = 0.5 * mx.dot(mx)
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if self.prob.mesh.dim >= 2:
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my = self.reg.Wy * ( self.reg.mapping * (self.invProb.curModel - mref) )
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phi_my = 0.5 * my.dot(my)
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else:
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phi_my = 'NaN'
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if self.prob.mesh.dim==3:
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mz = self.reg.Wz * ( self.reg.mapping * (self.invProb.curModel - mref) )
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phi_mz = 0.5 * mz.dot(mz)
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else:
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phi_mz = 'NaN'
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# Initialize the output dict
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outDict = {}
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# Save the data.
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outDict['iter'] = self.opt.iter
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outDict['beta'] = self.invProb.beta
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outDict['phi_d'] = self.invProb.phi_d
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outDict['phi_ms'] = self.reg._evalSmall(self.invProb.curModel)
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outDict['phi_mx'] = self.reg._evalSmoothx(self.invProb.curModel)
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outDict['phi_my'] = self.reg._evalSmoothy(self.invProb.curModel) if self.prob.mesh.dim >= 2 else 'NaN'
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outDict['phi_mz'] = self.reg._evalSmoothz(self.invProb.curModel) if self.prob.mesh.dim==3 else 'NaN'
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outDict['f'] = self.opt.f
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outDict['m'] = self.invProb.curModel
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outDict['dpred'] = self.invProb.dpred
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# Save the file as a npz
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np.savez('{:03d}-{:s}'.format(self.opt.iter,self.fileName), iter=self.opt.iter, beta=self.invProb.beta, phi_d=self.invProb.phi_d, phi_m=self.invProb.phi_m, phi_ms=phi_ms, phi_mx=phi_mx, phi_my=phi_my, phi_mz=phi_mz,f=self.opt.f, m=self.invProb.curModel,dpred=self.invProb.dpred)
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# mref = getattr(self, 'm_prev', None)
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# if mref is None:
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# if self.debug: print 'UpdateReferenceModel is using mref0'
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# mref = self.mref0
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# self.m_prev = self.invProb.m_current
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# return mref
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np.savez('{:03d}-{:s}'.format(self.opt.iter,self.fileName), outDict)
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class Update_IRLS(InversionDirective):
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