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layer 0 - W1 [[ 0.07640414 0.16872552 -0.13079713 0.14723963]]
layer 0 - b1 [ 0. 0. 0. 0.]
layer 2 - W2 [[ 0.00748761]
[-0.17869354]
[ 0.01652106]
[ 0.09762963]]
layer 2 - b2 [ 0.]
++++++++ checking gradient ++++++++++
dataset X:
[[ 2.62022653e+00]
[ 4.52593227e+00]
[ 7.18638172e-04]
[ 1.89961158e+00]
[ 9.22094457e-01]]
dataset Y:
[[ 0.64317532]
[-1.0475081 ]
[ 0.16358726]
[ 1.10251957]
[ 0.50405802]]
activations = 5
activation 0
[[ 2.62022653e+00]
[ 4.52593227e+00]
[ 7.18638172e-04]
[ 1.89961158e+00]
[ 9.22094457e-01]]
activation 1
[[ 2.00196160e-01 4.42099090e-01 -3.42718122e-01 3.85801187e-01]
[ 3.45799972e-01 7.63640287e-01 -5.91978972e-01 6.66396596e-01]
[ 5.49069329e-05 1.21252601e-04 -9.39958135e-05 1.05812019e-04]
[ 1.45138193e-01 3.20512956e-01 -2.48463751e-01 2.79698107e-01]
[ 7.04518358e-02 1.55580869e-01 -1.20607313e-01 1.35768847e-01]]
activation 2
[[ 0.54988255 0.60875909 0.41514936 0.59527151]
[ 0.58559871 0.68214356 0.35618092 0.66069583]
[ 0.50001373 0.50003031 0.4999765 0.50002645]
[ 0.53622099 0.57944926 0.43820166 0.56947221]
[ 0.51760568 0.53881695 0.46988467 0.53389017]]
activation 3
[[-0.03968917]
[-0.04712194]
[-0.02853074]
[-0.03669191]
[-0.03252099]]
activation 4
[[-0.03968917]
[-0.04712194]
[-0.02853074]
[-0.03669191]
[-0.03252099]]
dev at Output Layer = [[-0.68286449]
[ 1.00038616]
[-0.192118 ]
[-1.13921148]
[-0.53657901]]
dev at NonLinear Layer = [[-0.0011863 0.02784542 -0.00270229 -0.01527349]
[ 0.00172083 -0.03986991 0.00400353 0.02193475]
[-0.00033805 0.00806768 -0.0007459 -0.0044078 ]
[-0.00198626 0.04684867 -0.00448641 -0.02566738]
[-0.00094004 0.02231183 -0.00209825 -0.01220586]]
param 0
[array(3.9824780471677734e-05), array(0.0020864703283337864), array(0.0005813548745406767), array(-0.0007609934800259395), array(-0.0027298212085581346), array(0.06520367758131923), array(-0.0060293180879825835), array(-0.03561977595998546)]
param 1
[]
param 2
[array(-0.7743375081291117), array(-0.7785909339337592), array(-0.7745614015112173), array(-0.7768264416749677), array(-1.550386831939551)]
param 3
[]