seu_mnist_lenet_weights.txt

le_net/conv2d/kernel:0
(5, 5, 1, 6)
[[[[-4.25636172e-01 -6.12405241e-01  2.46448815e-01  5.98877668e-01
     5.67895532e-01 -3.29774022e-01]]

  [[-1.08907330e+00 -2.80223489e-01  3.61485809e-01  5.27347326e-01
     4.78594273e-01  6.79138228e-02]]

  [[-7.34262347e-01 -3.82834345e-01  2.26544410e-01  4.94013540e-02
     4.23832446e-01  4.94995527e-02]]

  [[-4.56269443e-01 -1.35328114e-01 -3.99591148e-01 -9.78381455e-01
     4.94268596e-01  1.86683372e-01]]

  [[-7.09496796e-01 -3.67132872e-01 -8.57404411e-01 -1.29623139e+00
     3.98664892e-01 -1.48141831e-01]]]


 [[[-7.21158028e-01 -2.37982780e-01  2.89252520e-01  5.67589700e-01
     4.15940762e-01  4.82274950e-01]]

  [[-6.42222345e-01  8.29448178e-02  7.02790320e-01  6.65468395e-01
     6.99950814e-01  4.62077320e-01]]

  [[-3.59668702e-01  2.32112125e-01  5.87640584e-01  2.50093997e-01
     5.25835097e-01  9.88839030e-01]]

  [[ 8.69992077e-02  5.73549449e-01  5.98213971e-01 -2.93157697e-01
     7.37692237e-01  6.54333591e-01]]

  [[-2.34754503e-01  3.98058772e-01 -6.56613484e-02 -5.97212136e-01
     7.67806292e-01  3.88180047e-01]]]


 [[[ 6.01338856e-02  2.36733869e-01  1.81917503e-01  3.98687840e-01
     6.39692843e-01  5.88512719e-01]]

  [[ 1.84097379e-01  7.54685640e-01  8.71199131e-01  4.24303085e-01
     5.21881759e-01  7.82341301e-01]]

  [[ 1.81494892e-01  6.10134482e-01  7.00574875e-01  3.74677509e-01
    -1.41323060e-01  9.82657373e-01]]

  [[ 7.58813679e-01  8.36916983e-01  6.78861022e-01 -2.48970047e-01
    -5.56785576e-02  4.71750796e-01]]

  [[ 1.95930794e-01  5.49992919e-01  4.77480948e-01 -2.07529008e-01
     2.58501232e-01  6.44654989e-01]]]


 [[[ 4.28493083e-01 -8.90864655e-02  3.40370119e-01  2.19461977e-01
    -8.67186929e-04  7.38188997e-02]]

  [[ 7.37083018e-01  2.50698000e-01  4.65151340e-01  3.36498380e-01
    -2.66681522e-01  2.71069497e-01]]

  [[ 6.37122035e-01  2.77662933e-01  1.08298592e-01  1.36554524e-01
    -8.50281239e-01  3.22128087e-01]]

  [[ 8.71142745e-01  5.39103568e-01 -1.63335368e-01 -1.69028603e-02
    -7.54155278e-01  2.70788968e-01]]

  [[ 7.69967973e-01  5.35774946e-01  2.02530041e-01 -3.98792237e-01
    -8.74574482e-01  2.16799259e-01]]]


 [[[ 2.32393533e-01 -3.41795594e-01 -1.57409295e-01 -3.76502611e-02
    -8.09725463e-01 -3.36131215e-01]]

  [[ 4.51314360e-01 -5.35418272e-01 -1.87455431e-01  2.60969073e-01
    -1.06221282e+00 -8.08368102e-02]]

  [[ 1.75870195e-01 -4.77924615e-01 -7.27744460e-01 -2.66978830e-01
    -1.14979100e+00 -2.19100222e-01]]

  [[ 3.70852560e-01 -1.92743436e-01 -6.97978020e-01 -1.96133345e-01
    -9.91045058e-01 -1.32557690e-01]]

  [[ 4.78600681e-01  1.04864225e-01 -7.19672143e-01 -3.04888248e-01
    -8.34834039e-01 -7.64037371e-02]]]]
le_net/conv2d/bias:0
(6,)
[-0.89459544 -0.9651646  -0.9751535  -0.8498633  -0.6617298  -0.92320615]
le_net/conv2d_1/kernel:0
(5, 5, 6, 16)
[[[[ 3.29254121e-02 -2.37678420e-02  3.55420768e-01 ...  1.86709493e-01
    -1.26459271e-01 -1.32617250e-01]
   [-3.80468331e-02  3.12621077e-03  2.58912712e-01 ...  2.24686623e-01
    -7.91178346e-02  1.43656954e-01]
   [ 3.44140679e-02  2.88938224e-01 -6.85872212e-02 ...  1.94632590e-01
    -2.23942965e-01  4.59173275e-03]
   [ 5.86535521e-02  2.25618601e-01 -1.07759163e-01 ...  2.11964160e-01
    -1.86288312e-01 -3.06068897e-01]
   [-6.95422590e-02  4.61976320e-01 -4.06184345e-01 ... -4.59295250e-02
    -9.24304277e-02  3.01405877e-01]
   [-1.50217088e-02  2.08558187e-01 -8.52509029e-03 ...  2.47085333e-01
    -5.56535795e-02  7.12453127e-02]]

  [[-4.69598435e-02 -1.21019691e-01  2.11186871e-01 ...  2.95355171e-01
    -1.57939512e-02  7.07920566e-02]
   [-1.35161027e-01  2.32834220e-01  3.04974709e-02 ...  2.92387068e-01
     1.03785913e-03  7.85781443e-02]
   [ 3.06736808e-02  1.04368299e-01 -6.67241663e-02 ...  2.20418394e-01
     5.87000102e-02  2.24150848e-02]
   [-2.11470183e-02  2.10250631e-01 -3.95963006e-02 ...  2.45913416e-01
    -2.47279927e-01 -1.00653827e-01]
   [ 1.71181411e-01  3.66680264e-01 -4.30471867e-01 ...  1.94276888e-02
    -9.25536752e-02  8.47520605e-02]
   [-1.86043978e-01  5.70162088e-02 -1.41905975e-02 ...  3.63956869e-01
     2.98252366e-02  3.12313765e-01]]

  [[-6.69003800e-02 -1.27164675e-02  4.12966646e-02 ...  1.01564370e-01
    -2.11553141e-01  1.36409149e-01]
   [ 7.51530081e-02  2.72309035e-01 -2.34885201e-01 ...  1.77489579e-01
    -6.56278990e-03  1.88830316e-01]
   [-3.76747064e-02  1.92646325e-01 -5.08652851e-02 ...  2.51470059e-01
    -2.15203147e-02 -6.78510591e-02]
   [-1.88296929e-01  1.12164877e-01 -1.28368586e-01 ...  3.49351287e-01
    -1.12050653e-01  1.62707835e-01]
   [-1.26855552e-01  3.13576043e-01 -9.25005600e-02 ...  2.87581354e-01
     1.35392293e-01 -1.91886991e-01]
   [-8.28763992e-02  1.46448717e-01 -3.01611185e-01 ...  1.93122253e-01
    -1.78623885e-01  1.99567348e-01]]

  [[-3.79837141e-03  4.44180816e-02 -2.44463369e-01 ...  1.68802142e-02
    -1.17470287e-01 -1.74920052e-01]
   [ 3.40493023e-02  1.10961117e-01 -2.50172853e-01 ...  1.55310526e-01
    -1.76477265e-02 -1.67630404e-01]
   [-1.40979355e-02  2.66257852e-01 -1.74662307e-01 ...  1.77953944e-01
    -1.16086483e-01  3.30441713e-01]
   [ 1.76326334e-01  8.66113678e-02 -2.50397950e-01 ...  2.70396054e-01
    -5.80611005e-02  2.47700393e-01]
   [-6.43848702e-02  2.28738040e-01  3.85332890e-02 ...  3.65306854e-01
     5.03486246e-02 -2.94473255e-03]
   [-1.24109410e-01  1.29013851e-01 -2.18406036e-01 ...  2.01584414e-01
    -1.93801478e-01 -5.03648929e-02]]

  [[-9.85700786e-02 -9.63932350e-02 -9.50359032e-02 ... -1.78659684e-03
    -1.53420299e-01 -5.85596979e-01]
   [-3.53042893e-02  1.38365060e-01 -1.70387495e-02 ...  1.49388850e-01
    -1.95494249e-01 -4.83689398e-01]
   [ 1.27186045e-01  3.16289186e-01 -6.80927634e-02 ...  4.55844626e-02
    -1.85391411e-01 -1.09550662e-01]
   [ 4.07251745e-01 -1.37796281e-02 -2.87926733e-01 ...  7.75279030e-02
    -5.89457005e-02 -1.16585838e-02]
   [ 1.67026624e-01  3.68782908e-01  8.19390491e-02 ...  2.95534402e-01
     7.70803317e-02  1.59824461e-01]
   [-6.14312962e-02  2.91264415e-01 -7.67974481e-02 ...  2.35013247e-01
    -1.58699378e-01 -3.08063328e-01]]]


 [[[ 1.33726880e-01 -6.19611561e-01  1.39085069e-01 ... -2.27207523e-02
    -7.16883168e-02 -2.69327670e-01]
   [-4.46913354e-02 -4.23851997e-01  2.31595442e-01 ...  1.20208576e-01
    -6.77629039e-02 -2.09599331e-01]
   [ 1.25757813e-01 -2.93681659e-02  1.78917661e-01 ... -1.46804690e-01
    -3.13347951e-02 -3.72220129e-01]
   [ 1.55797750e-01  7.04609528e-02 -2.49347202e-02 ... -1.53997019e-01
    -1.24533817e-01 -3.26824218e-01]
   [ 7.40983859e-02  5.27449965e-01  1.19594246e-01 ...  2.26268440e-01
    -9.12166759e-03  6.73294067e-02]
   [-4.52055447e-02 -1.05047308e-01  1.56914026e-01 ...  7.70098567e-02
    -1.26798134e-02 -9.96777788e-02]]

  [[-5.04971087e-01 -4.69517708e-01  3.14165473e-01 ...  5.29212207e-02
    -1.55405432e-01  2.94936508e-01]
   [-1.96742743e-01 -2.91501462e-01  3.30202609e-01 ...  2.50012487e-01
    -1.23716205e-01  1.07361287e-01]
   [ 3.93463373e-02 -1.84029445e-01  3.76560092e-02 ...  1.81451812e-01
     1.98429842e-02 -1.92795247e-01]
   [ 2.37363771e-01 -6.39412627e-02  9.23214108e-02 ...  4.95764352e-02
    -6.05988763e-02 -2.47100502e-01]
   [ 4.05518621e-01  4.40030605e-01 -3.98831546e-01 ...  5.71647465e-01
     5.97995184e-02 -1.33517325e-01]
   [-2.59338766e-01 -2.16308460e-01  1.99430600e-01 ...  1.95752412e-01
    -1.63581207e-01 -7.94510415e-05]]

  [[ 8.19107369e-02 -1.47199661e-01  1.72626570e-01 ... -1.55321047e-01
    -1.99292168e-01  3.19696188e-01]
   [-4.00535855e-03 -9.05475020e-02 -1.29453704e-01 ... -1.59142494e-01
    -8.68931636e-02  1.76412404e-01]
   [-4.08547819e-01 -1.10961199e-01 -6.26808554e-02 ...  2.99585372e-01
    -1.06570669e-01  1.79246455e-01]
   [-3.55099171e-01 -2.43756220e-01  1.56738982e-01 ...  1.83773696e-01
    -5.20645753e-02  9.66936946e-02]
   [-4.10313606e-01  4.94155198e-01 -5.99096060e-01 ...  4.66490209e-01
     9.61300284e-02 -1.12299807e-02]
   [-1.79241925e-01 -2.34708130e-01 -8.12575407e-03 ...  1.66680187e-01
    -1.54102936e-01  1.87325731e-01]]

  [[ 2.28285000e-01 -4.18474972e-01 -2.70608306e-01 ... -6.08088672e-01
     5.14982566e-02 -3.66845071e-01]
   [ 2.90771425e-01 -8.62838104e-02 -2.62530327e-01 ... -2.86743343e-01
     6.14951849e-02 -3.03240329e-01]
   [-1.09300174e-01 -5.35360202e-02 -3.88619490e-03 ...  7.77723566e-02
    -1.99032292e-01  2.27912426e-01]
   [ 2.42230341e-01 -7.85023421e-02 -1.09643480e-02 ...  2.04053894e-03
    -2.34530568e-01  5.54160774e-01]
   [-3.26570839e-01  5.44978619e-01 -3.65381151e-01 ...  3.30574840e-01
    -2.18778536e-01  3.97354931e-01]
   [-1.93831942e-03 -2.31622532e-01 -2.50918627e-01 ... -2.13079453e-01
    -1.58135921e-01  9.90208089e-02]]

  [[-2.87448704e-01 -2.34797984e-01 -3.00087363e-01 ...  1.99622707e-03
     7.04572797e-02 -5.70124269e-01]
   [ 9.27063152e-02 -1.47182480e-01 -3.68362516e-02 ... -3.94276269e-02
    -5.86950183e-02 -4.75722998e-01]
   [ 2.51837909e-01 -1.79567441e-01 -3.89005154e-01 ... -1.59772635e-01
     1.09134391e-02 -2.41271377e-01]
   [ 3.82468104e-01 -1.24617405e-01 -4.10351783e-01 ... -1.02673747e-01
    -2.10015684e-01  6.78172857e-02]
   [ 2.91209251e-01  3.38229686e-01 -2.34979823e-01 ...  1.11237526e-01
    -2.63813645e-01 -8.20780024e-02]
   [ 2.50784338e-01 -1.43195301e-01 -2.65982687e-01 ... -1.65203124e-01
     7.94143789e-03 -3.86208802e-01]]]


 [[[-4.44058836e-01 -1.09020725e-01 -2.60675639e-01 ...  1.19038619e-01
    -2.44678915e-01 -2.62317043e-02]
   [-2.19287917e-01 -4.18980211e-01  1.09088555e-01 ...  1.10581808e-01
    -1.36284247e-01 -2.13195667e-01]
   [ 3.93795460e-01 -2.83710837e-01 -4.00343202e-02 ... -1.04267053e-01
    -1.39755413e-01 -3.18520397e-01]
   [ 3.02857131e-01 -1.47871792e-01 -2.51239836e-01 ... -3.79758626e-01
    -6.65105581e-02 -4.21308845e-01]
   [ 2.73786247e-01 -1.83068693e-01  2.24639788e-01 ...  2.98014760e-01
     1.32570699e-01 -1.77486286e-01]
   [-1.98412165e-02 -3.81683737e-01  4.24676761e-02 ... -1.51908591e-01
    -2.39496559e-01 -1.71307802e-01]]

  [[-3.75207394e-01 -1.11281648e-01  2.03784898e-01 ... -1.56716540e-01
    -1.06723405e-01  3.98552448e-01]
   [-6.19807482e-01 -3.76597643e-01  3.80432695e-01 ...  1.44906387e-01
    -1.69265687e-01  3.49389791e-01]
   [-8.33110213e-02 -5.79445779e-01 -9.98123512e-02 ... -1.19545748e-02
    -2.11757585e-01 -2.58007556e-01]
   [ 2.41432413e-01 -4.39182818e-01  2.03373414e-02 ... -2.43828222e-01
    -1.06853366e-01 -4.96354878e-01]
   [-3.95164303e-02 -2.81701863e-01 -1.13557920e-01 ...  2.91950196e-01
    -6.49648160e-02 -1.18262611e-01]
   [-3.40320587e-01 -6.47334397e-01  3.21561515e-01 ...  5.78665361e-02
    -1.93998054e-01  1.71891838e-01]]

  [[ 1.02311477e-01 -1.13777801e-01  1.68444410e-01 ... -7.42875576e-01
     1.84180796e-01 -1.55197680e-01]
   [ 2.02512562e-01 -4.60269153e-01  1.46845311e-01 ... -4.91771519e-01
     9.54835266e-02  2.68009126e-01]
   [-6.96771741e-01 -6.04218006e-01  2.44898960e-01 ...  1.24095477e-01
    -2.95970500e-01  3.30832005e-01]
   [-6.52868867e-01 -6.16303444e-01  4.75474805e-01 ...  1.22851640e-01
    -1.84777141e-01  3.68361056e-01]
   [-1.02075267e+00 -2.80973017e-01 -2.42063954e-01 ...  2.94947594e-01
    -2.67343283e-01  2.23731652e-01]
   [-1.27159059e-01 -4.34118450e-01  1.79672644e-01 ... -1.20451041e-01
    -7.77602419e-02  1.73494741e-01]]

  [[ 2.63205707e-01  4.21821102e-02 -5.11363447e-01 ... -1.97133094e-01
     3.05837393e-01 -7.80412972e-01]
   [ 3.15589547e-01 -2.66382784e-01 -4.27818090e-01 ... -3.32729459e-01
     2.37606764e-01 -6.49988055e-01]
   [ 2.08432600e-01 -5.80443084e-01  1.67802826e-01 ... -2.96995908e-01
    -7.19430521e-02  2.85667658e-01]
   [ 3.23465705e-01 -4.52516705e-01  4.04927850e-01 ... -9.35916975e-02
    -1.54778406e-01  5.22526741e-01]
   [-1.30812779e-01 -3.83306891e-01 -1.86285481e-01 ... -1.03323840e-01
    -4.11556840e-01  3.73628795e-01]
   [ 2.61501044e-01 -5.37909567e-01 -2.20115796e-01 ... -3.41135293e-01
     1.20358683e-01 -1.67474255e-01]]

  [[-5.51369786e-01  8.32368508e-02 -1.76532537e-01 ...  1.58100538e-02
     1.46402285e-01  1.07766226e-01]
   [-2.32997984e-01  2.00377684e-02 -2.12897927e-01 ... -1.68992467e-02
     8.55789781e-02 -2.54620641e-01]
   [ 3.14974129e-01 -4.09542918e-01 -5.40735960e-01 ... -1.70203701e-01
     2.39304021e-01 -2.99128145e-01]
   [ 4.12195534e-01 -4.51110750e-01 -4.03711230e-01 ... -3.38475943e-01
     1.04200132e-01 -1.44304395e-01]
   [ 3.81720454e-01 -3.39121729e-01 -4.08078909e-01 ... -5.62269747e-01
    -6.84435070e-02 -3.29753041e-01]
   [ 6.99593872e-02 -2.10892037e-01 -2.02626735e-01 ... -1.05029672e-01
     1.41280815e-01 -3.85059714e-01]]]


 [[[-4.02806550e-01  1.50047272e-01  1.88089740e-02 ... -2.17549384e-01
     2.10947543e-01  1.83298856e-01]
   [-3.19873482e-01 -2.05110088e-01 -1.89107820e-01 ... -1.33359164e-01
    -1.96076576e-02 -2.12110113e-02]
   [ 1.48802862e-01 -7.34731182e-02 -2.88532883e-01 ... -2.79975176e-01
    -3.12660694e-01 -1.16294913e-03]
   [ 2.59383738e-01  6.00773357e-02 -3.03581476e-01 ... -1.85716018e-01
    -7.54405037e-02  2.50611842e-01]
   [ 2.54237771e-01 -3.73311155e-02 -1.42079994e-01 ...  2.15972275e-01
    -4.04209346e-01  2.05868687e-02]
   [-1.53002083e-01 -2.87390590e-01 -3.25505018e-01 ... -9.43780169e-02
    -2.31287286e-01 -1.57866433e-01]]

  [[-3.08279663e-01  1.63151532e-01  4.07190204e-01 ... -1.45556435e-01
     2.96245456e-01  7.57649094e-02]
   [-2.59545207e-01 -8.24212357e-02  4.61426198e-01 ... -2.78037786e-01
     5.68116121e-02  1.93589807e-01]
   [-2.89731145e-01 -2.48757139e-01 -1.30373180e-01 ... -1.15508512e-02
    -1.11573137e-01 -2.02251568e-01]
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    -2.22117200e-01 -1.64406642e-01]
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le_net/conv2d_1/bias:0
(16,)
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 -0.06772249  0.11675864 -0.13336715  0.12045173]
le_net/dense/kernel:0
(256, 120)
[[-1.04267940e-01 -5.37408367e-02  1.50498971e-01 ... -1.07321933e-01
  -1.03482515e-01 -1.58473447e-01]
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 ...
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le_net/dense/bias:0
(120,)
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le_net/dense_1/kernel:0
(120, 84)
[[ 0.02501308  0.06274917 -0.20186356 ...  0.01919082 -0.06655588
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 [ 0.44009876 -0.23348129  0.12424804 ...  0.15863022  0.20034151
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 [-0.1557985  -0.3450695   0.05830085 ... -0.3601894   0.06445326
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 ...
 [-0.28759608 -0.34431162 -0.03624849 ...  0.22244991 -0.3691834
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 [-0.0305879   0.22759654  0.09540721 ...  0.0884671  -0.24616747
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 [-0.01579905  0.01678128 -0.08443111 ...  0.03907461 -0.17039621
   0.1662372 ]]
le_net/dense_1/bias:0
(84,)
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le_net/dense_2/kernel:0
(84, 10)
[[ 0.4067382  -0.5132163  -0.35456377 -0.48745346 -0.2420113  -0.43854776
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 [ 0.5600036  -0.43201426  0.52406067  0.4273659  -0.1352809  -0.24600028
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 [-0.47655123  0.15901819 -0.44998744 -0.30599537 -0.36494195  0.16275196
   0.294331   -0.7863662   0.5100001   0.64006406]
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 [ 0.06115197 -0.44468427 -0.80922693 -0.4068505   0.35933903  0.30030432
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   0.46382025 -0.17555587 -0.40601906  0.5465853 ]
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le_net/dense_2/bias:0
(10,)
[-0.07017963  0.05169211 -0.00834676 -0.00944255  0.03045226 -0.01727863
 -0.03407488  0.03783389 -0.00342017  0.03035247]