mirror of
https://github.com/wassname/keras-js.git
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443 lines
22 KiB
JavaScript
443 lines
22 KiB
JavaScript
// TEST DATA
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// Keyed by mocha test ID
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// Python code for generating test data can be found in the matching jupyter notebook in folder `notebooks/`.
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(function () {
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var DATA = {
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'recurrent.GRU.0': {
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input: {
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data: [0.454755, -0.500036, 0.669807, -0.361953, -0.331696, 0.544275, -0.297936, -0.914816, -0.791624, 0.145431, -0.581861, -0.777213, -0.859864, -0.874638, 0.01969, 0.807778, -0.384698, 0.52754],
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shape: [3, 6]
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},
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weights: [
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{
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data: [0.697096, 0.937488, -0.449098, -0.484192, -0.296977, 0.766173, 0.375647, -0.31032, -0.893983, 0.551514, 0.512208, -0.022663, -0.777151, 0.762656, 0.955093, -0.7102, -0.343035, 0.429084, -0.176999, -0.504458, -0.978595, 0.01322, 0.785201, 0.872206],
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shape: [6, 4]
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},
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{
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data: [0.293987, 0.510798, -0.867003, -0.537004, 0.153043, 0.868432, 0.303538, -0.833902, -0.421654, 0.022877, -0.490379, 0.830018, -0.568055, 0.362359, -0.964449, -0.883199],
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shape: [4, 4]
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},
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{
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data: [0.300373, -0.397273, -0.197073, 0.545033],
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shape: [4]
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},
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{
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data: [-0.78977, -0.965489, 0.79924, -0.822685, -0.881619, -0.890515, 0.430543, -0.409164, 0.28628, -0.842382, 0.027783, 0.046666, -0.297688, -0.861797, -0.805359, -0.529682, -0.459402, -0.0512, 0.873062, 0.573077, -0.16656, -0.282967, -0.266834, -0.13012],
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shape: [6, 4]
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},
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{
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data: [0.614711, -0.565478, -0.726449, -0.427646, -0.354379, 0.879997, -0.5826, -0.912585, 0.05192, -0.506392, -0.653024, -0.27348, 0.13355, 0.997601, 0.969658, -0.616832],
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shape: [4, 4]
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},
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{
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data: [0.208368, -0.471724, 0.763483, -0.878561],
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shape: [4]
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},
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{
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data: [0.438653, 0.537919, 0.629443, 0.644632, 0.913507, 0.641987, -0.997337, -0.997811, 0.155101, 0.835647, -0.820757, -0.619843, 0.387268, 0.148462, 0.354765, -0.903723, -0.680824, 0.235964, -0.428376, -0.038641, -0.067333, 0.858736, -0.248745, 0.419417],
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shape: [6, 4]
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},
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{
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data: [0.907489, -0.472195, 0.636902, 0.564197, -0.576348, 0.068969, -0.641013, 0.917038, 0.89859, 0.383282, 0.021141, 0.365643, -0.38738, -0.536419, -0.834624, -0.448045],
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shape: [4, 4]
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},
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{
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data: [0.625642, 0.849408, 0.355153, -0.022177],
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shape: [4]
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}
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],
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expected: {
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data: [0.357829, 0.053935, 0.81058, 0.410815],
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shape: [4]
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}
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},
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'recurrent.GRU.1': {
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input: {
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data: [-0.094906, 0.605389, -0.259131, -0.144714, -0.871069, -0.505984, -0.099, 0.512625, -0.798481, 0.402367, 0.235246, -0.492811, -0.84798, -0.050762, -0.987794, 0.019448, -0.817187, -0.976662, -0.033607, 0.237009, -0.668647, 0.162216, 0.551184, -0.805519, -0.27069, -0.791801, 0.725023, -0.606338, -0.94179, -0.889808, 0.32455, 0.092378, -0.232344, -0.987515, -0.155486, -0.30281, -0.022303, 0.412259, -0.916014, 0.597312],
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shape: [8, 5]
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},
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weights: [
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{
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data: [0.299086, -0.606833, -0.606176, -0.787071, 0.651687, 0.533268, -0.031304, 0.761436, -0.233954, 0.250473, 0.336694, -0.819566, 0.386506, -0.310632, 0.534265, 0.326778, 0.986252, 0.550256, -0.428584, 0.729528, 0.753243, 0.052566, 0.112301, 0.943392, 0.84211],
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shape: [5, 5]
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},
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{
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data: [-0.304258, -0.082662, 0.360337, -0.033337, 0.634706, -0.178816, 0.315423, -0.180654, -0.614839, 0.521472, -0.330505, -0.505923, -0.631878, 0.258902, 0.241568, -0.688406, -0.172362, -0.391257, 0.522173, 0.797502, -0.575558, 0.151381, -0.547897, 0.516589, 0.708659],
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shape: [5, 5]
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},
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{
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data: [0.811563, -0.388325, 0.885488, 0.230234, -0.244712],
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shape: [5]
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},
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{
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data: [-0.729242, 0.763578, 0.417955, 0.210897, -0.429239, 0.283263, -0.686475, -0.491051, 0.918495, 0.425283, 0.774116, -0.98857, -0.565339, 0.025527, -0.303788, -0.223961, 0.751953, 0.337218, -0.639605, 0.602074, -0.600083, -0.47275, -0.364455, -0.023874, -0.027224],
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shape: [5, 5]
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},
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{
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data: [0.589436, -0.804301, 0.658136, -0.732326, 0.893912, -0.292358, 0.039115, 0.930071, -0.62919, -0.837603, -0.776494, 0.813465, -0.342215, 0.044366, -0.437526, -0.618403, -0.619615, 0.50109, -0.326013, -0.14783, -0.416448, 0.919633, -0.661798, -0.483661, -0.720813],
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shape: [5, 5]
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},
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{
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data: [0.170337, 0.918918, 0.568871, -0.826482, 0.070504],
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shape: [5]
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},
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{
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data: [0.344252, 0.760874, -0.268717, 0.701237, 0.896014, 0.438417, 0.155913, 0.963523, -0.19745, -0.244753, 0.630489, 0.006817, 0.547038, 0.339896, 0.011572, 0.761678, -0.11379, -0.334242, -0.472874, -0.174971, 0.786332, 0.927158, 0.29118, -0.925352, -0.736471],
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shape: [5, 5]
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},
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{
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data: [0.750902, 0.117373, 0.350442, 0.212617, 0.182857, -0.6857, 0.729193, 0.619535, -0.033271, 0.397076, -0.053293, 0.394278, -0.151946, 0.731021, 0.017597, -0.440847, -0.946609, -0.331976, -0.763824, 0.580819, -0.335928, -0.698401, -0.166743, 0.310863, 0.206836],
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shape: [5, 5]
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},
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{
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data: [0.409751, 0.944756, -0.280481, -0.275697, -0.146348],
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shape: [5]
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}
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],
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expected: {
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data: [0.40583, 0.811977, 0.581642, 0.553639, 0.538492],
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shape: [5]
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}
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},
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'recurrent.GRU.2': {
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input: {
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data: [0.545674, 0.169415, -0.921032, 0.653856, -0.748041, -0.551479, 0.928853, 0.864856, -0.472823, -0.585354, 0.005801, -0.160786, -0.687263, 0.82322, 0.235897, 0.937847, -0.127488, -0.491427],
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shape: [3, 6]
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},
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weights: [
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{
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data: [-0.045589, 0.415186, -0.562532, 0.417194, 0.595636, 0.384863, -0.421095, 0.531931, 0.892653, -0.9421, -0.522872, -0.37874, -0.768283, -0.196357, -0.818039, -0.631257, -0.405011, -0.035917, -0.48787, 0.181399, 0.150278, -0.910744, 0.68533, 0.571771],
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shape: [6, 4]
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},
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{
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data: [-0.720918, -0.952173, -0.727704, 0.156292, -0.355836, -0.862534, 0.167887, 0.9923, -0.726801, 0.346909, 0.339642, 0.91009, 0.52891, -0.857623, -0.906373, 0.492599],
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shape: [4, 4]
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},
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{
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data: [-0.836587, 0.897901, -0.267459, -0.930645],
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shape: [4]
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},
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{
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data: [-0.161759, -0.855146, 0.625356, 0.364001, -0.790829, -0.737787, -0.914866, -0.378126, 0.307542, -0.520367, 0.413244, -0.476176, 0.080404, -0.48721, -0.73694, -0.24181, -0.471352, 0.408622, 0.835055, -0.47769, -0.114938, -0.315435, 0.153079, 0.656224],
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shape: [6, 4]
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},
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{
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data: [0.882541, 0.860287, 0.845457, -0.153344, 0.281103, 0.933603, -0.216229, -0.144199, -0.77621, 0.807117, -0.830506, 0.407832, -0.977774, 0.765654, -0.248692, 0.417703],
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shape: [4, 4]
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},
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{
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data: [0.302056, -0.941877, 0.221662, -0.914657],
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shape: [4]
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},
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{
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data: [-0.104424, -0.140158, 0.74527, 0.550824, -0.249257, 0.052727, 0.238894, 0.417632, 0.543902, 0.910642, 0.222122, 0.295454, 0.603683, -0.19018, -0.47994, 0.525632, -0.445757, 0.545493, -0.298016, 0.483506, -0.562534, -0.592138, 0.121193, 0.532582],
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shape: [6, 4]
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},
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{
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data: [-0.283133, 0.454614, -0.795265, 0.65346, 0.287235, 0.707396, 0.376279, 0.931566, -0.852885, 0.996833, 0.841214, 0.651136, -0.379348, -0.246774, -0.232293, 0.391303],
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shape: [4, 4]
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},
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{
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data: [-0.979734, 0.914274, -0.568058, 0.5698],
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shape: [4]
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}
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],
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expected: {
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data: [-0.431368, -0.001637, -0.288322, 0.248746, -0.653711, 0.004125, 0.137754, 0.436176, -0.326378, 0.209445, -0.586758, 0.561127],
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shape: [3, 4]
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}
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},
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'recurrent.GRU.3': {
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input: {
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data: [0.332604, 0.38765, -0.303504, 0.524625, 0.280525, -0.94984, 0.719759, 0.042297, -0.999588, 0.211438, 0.873576, 0.048389, 0.475839, 0.693819, -0.759794, 0.227817, -0.348351, 0.161934],
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shape: [3, 6]
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},
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weights: [
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{
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data: [-0.148836, -0.691623, -0.259353, 0.398967, 0.178434, -0.938177, 0.563832, -0.586575, -0.831798, 0.956819, -0.259577, -0.699289, 0.686745, 0.695789, -0.490455, 0.714114, -0.011839, 0.660732, 0.882546, 0.913245, 0.912888, -0.132109, 0.756624, 0.10571],
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shape: [6, 4]
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},
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{
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data: [0.967138, -0.583039, 0.764855, -0.532093, 0.047324, -0.375864, 0.930763, -0.094277, -0.033638, 0.956969, -0.126438, 0.333421, -0.002563, 0.398083, -0.486576, 0.67156],
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shape: [4, 4]
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},
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{
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data: [-0.572009, -0.16708, 0.633717, 0.544638],
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shape: [4]
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},
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{
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data: [0.975733, -0.254184, 0.969432, 0.901776, -0.566234, 0.827846, 0.753709, -0.635669, -0.021219, -0.576798, -0.483612, -0.308505, 0.846807, -0.737835, -0.714823, 0.550151, 0.47545, 0.537871, -0.815968, -0.554671, -0.048513, -0.044627, 0.105054, -0.028977],
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shape: [6, 4]
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},
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{
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data: [-0.536467, -0.592497, 0.959972, -0.876133, 0.152294, -0.439601, 0.867873, -0.246594, -0.204316, 0.452119, -0.35937, 0.453991, -0.377425, -0.216086, -0.695555, 0.774476],
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shape: [4, 4]
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},
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{
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data: [0.107683, 0.287877, -0.166119, 0.752038],
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shape: [4]
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},
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{
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data: [0.028128, -0.213221, 0.208252, -0.09334, 0.323869, -0.078426, 0.910948, 0.284027, -0.265563, -0.694534, -0.990119, 0.433345, 0.147902, 0.482124, 0.152467, -0.827054, -0.324786, 0.876332, -0.856281, -0.294614, -0.255609, 0.109872, -0.809745, -0.038259],
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shape: [6, 4]
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},
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{
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data: [-0.042364, -0.693722, 0.836808, 0.861448, 0.970443, -0.572542, -0.563732, -0.131929, 0.401441, -0.271991, 0.173242, -0.056322, 0.982395, 0.350069, -0.018292, 0.978096],
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shape: [4, 4]
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},
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{
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data: [0.604311, -0.11389, -0.666201, -0.597926],
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shape: [4]
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}
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],
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expected: {
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data: [0.657146, 0.154872, 0.342939, -0.464449],
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shape: [4]
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}
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},
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'recurrent.GRU.4': {
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input: {
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data: [0.14687, 0.429178, -0.855104, -0.361464, -0.423455, -0.008542, -0.501143, -0.611773, 0.393977, 0.014516, -0.277843, -0.22738, 0.684963, 0.136887, 0.885315, 0.601189, 0.106162, -0.861018],
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shape: [3, 6]
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},
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weights: [
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{
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data: [0.648076, -0.933145, 0.632527, -0.887257, -0.868064, 0.509119, -0.489015, 0.342717, -0.074426, 0.269493, -0.159285, -0.541295, -0.617557, 0.667622, -0.126333, 0.623244, 0.494329, -0.353027, -0.071929, 0.76814, 0.086752, -0.231308, -0.706655, -0.892407],
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shape: [6, 4]
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},
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{
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data: [-0.848935, -0.07433, -0.244574, -0.054626, 0.537405, 0.675859, -0.404406, 0.340232, -0.156816, -0.452044, 0.167286, 0.378355, -0.479426, 0.432736, -0.001522, 0.636069],
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shape: [4, 4]
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},
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{
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data: [0.698817, -0.044763, -0.496604, -0.075629],
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shape: [4]
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},
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{
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data: [-0.561265, -0.989266, -0.473167, -0.943725, 0.665872, 0.311179, -0.091927, -0.574867, -0.929719, 0.69738, 0.839788, -0.486586, -0.573675, 0.824855, -0.188882, -0.110654, 0.653784, -0.127453, 0.428223, -0.64799, 0.958776, 0.583423, 0.388202, 0.717825],
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shape: [6, 4]
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},
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{
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data: [0.484732, 0.991287, -0.359768, 0.88951, 0.625677, 0.520498, 0.900982, 0.812462, -0.206089, -0.985324, 0.278003, -0.972538, -0.913659, 0.125246, -0.961883, 0.13835],
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shape: [4, 4]
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},
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{
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data: [0.786992, -0.664147, 0.840675, 0.712037],
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shape: [4]
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},
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{
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data: [-0.770946, 0.386202, 0.314644, 0.803498, 0.97339, 0.507928, 0.238498, -0.724804, 0.301979, -0.904833, 0.915514, -0.957265, 0.252021, 0.662055, -0.016654, 0.605931, -0.476454, 0.923295, -0.715999, -0.574464, 0.05534, 0.228426, 0.412434, 0.220882],
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shape: [6, 4]
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},
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{
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data: [0.721165, 0.083582, 0.530784, 0.484099, -0.069408, 0.906547, 0.633788, -0.570149, -0.89053, 0.79345, 0.67401, 0.808522, 0.360402, -0.627241, 0.383251, 0.248485],
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shape: [4, 4]
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},
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{
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data: [-0.546771, -0.412344, -0.837528, 0.845927],
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shape: [4]
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}
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],
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expected: {
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data: [-0.2136, -0.241738, -0.097271, 0.243879, -0.288577, -0.542126, -0.398262, 0.403913, -0.299181, -0.432563, -0.647274, 0.666215],
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shape: [3, 4]
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}
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},
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'recurrent.GRU.5': {
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input: {
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data: [0.087045, 0.780368, 0.486161, -0.610147, -0.910877, -0.151738, -0.087027, 0.326363, -0.664206, 0.149896, 0.161819, -0.193335, 0.400566, -0.897095, 0.330888, -0.985452, 0.283381, -0.818123],
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shape: [3, 6]
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},
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weights: [
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{
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expected: {
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data: [-0.639507, -0.237028, 0.366751, -0.353296],
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shape: [4]
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}
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input: {
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weights: [
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data: [-0.309794, -0.535705, 0.711138, -0.263219, -0.80297, -0.224219, -0.877424, 0.563619, 0.954281, 0.955728, 0.31396, -0.130807, 0.305157, 0.875891, 0.073604, -0.03227],
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data: [0.123421, 0.116533, 0.272969, -0.457375],
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data: [0.90484, -0.76213, -0.504806, -0.558957],
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shape: [4]
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}
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],
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expected: {
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data: [-0.044735, -0.511025, -0.196861, -0.576714, -0.269407, -0.803277, 0.275135, -0.111576, 0.034905, -0.484246, -0.14558, -0.458535],
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shape: [3, 4]
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}
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input: {
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shape: [3, 6]
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weights: [
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shape: [6, 4]
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data: [-0.563067, 0.600078, 0.415698, 0.75817, -0.229433, 0.753535, 0.899258, 0.302955, -0.502078, 0.82962, 0.547417, 0.035067, 0.267238, 0.608234, 0.248494, 0.371422],
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shape: [4, 4]
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data: [-0.116782, -0.060653, 0.65511, -0.562505],
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shape: [4]
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shape: [4, 4]
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shape: [4]
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expected: {
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data: [0.858988, -0.478091, -0.392435, 0.168582],
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shape: [4]
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}
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input: {
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shape: [3, 6]
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weights: [
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data: [-0.3676, -0.584445, 0.358563, 0.159156],
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shape: [4, 4]
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data: [-0.036358, -0.129123, 0.048821, -0.876111],
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shape: [4]
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shape: [6, 4]
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data: [-0.168984, 0.756003, -0.636859, 0.757382, 0.332456, 0.904574, -0.619787, -0.631393, -0.075233, -0.799496, 0.289251, 0.332129, -0.681515, 0.536809, 0.336158, -0.693391],
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shape: [4, 4]
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data: [0.853415, 0.599628, 0.543673, 0.391927],
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shape: [4]
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}
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expected: {
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data: [0.532397, 0.42105, 0.641069, 0.197436, 0.792409, 0.473598, 0.242149, -0.068769, 0.807274, 0.487254, 0.10999, 0.077258],
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shape: [3, 4]
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}
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}
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}
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|
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window.TEST_DATA = Object.assign({}, window.TEST_DATA, DATA)
|
|
})()
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