In [2]:
import cntk as C
from cntk import load_model
import numpy as np
from PIL import Image as PILImage
from IPython.display import Image
import os
model_file_path = r'E:\local\cntk-models\AlexNet_ImageNet_CNTK.model'
#model_file_path = r'E:\local\cntk-models\ResNet_18.model'
alexnet_model = load_model(model_file_path)
In [14]:
parameters = alexnet_model.parameters
print(parameters)
(Parameter('model.arrayOfFunctions[19].W', [], [4096 x 1000]), Parameter('model.arrayOfFunctions[17].arrayOfFunctions[0].W', [], [4096 x 4096]), Parameter('model.arrayOfFunctions[15].arrayOfFunctions[0].W', [], [256 x 6 x 6 x 4096]), Parameter('model.arrayOfFunctions[12].W', [], [256 x 384 x 3 x 3]), Parameter('model.arrayOfFunctions[10].W', [], [384 x 384 x 3 x 3]), Parameter('model.arrayOfFunctions[8].W', [], [384 x 256 x 3 x 3]), Parameter('model.arrayOfFunctions[4].W', [], [256 x 96 x 5 x 5]), Parameter('model.arrayOfFunctions[0].W', [], [96 x 3 x 11 x 11]), Parameter('model.arrayOfFunctions[0].b', [], [96 x 1 x 1]), Parameter('model.arrayOfFunctions[4].b', [], [256 x 1 x 1]), Parameter('model.arrayOfFunctions[8].b', [], [384 x 1 x 1]), Parameter('model.arrayOfFunctions[10].b', [], [384 x 1 x 1]), Parameter('model.arrayOfFunctions[12].b', [], [256 x 1 x 1]), Parameter('model.arrayOfFunctions[15].arrayOfFunctions[0].b', [], [4096]), Parameter('model.arrayOfFunctions[17].arrayOfFunctions[0].b', [], [4096]), Parameter('model.arrayOfFunctions[19].b', [], [1000]))
In [12]:
loaded_model = alexnet_model
print(loaded_model)
Composite(features: SequenceOver[][Tensor[3,227,227]], labels: SequenceOver[][Tensor[1000]]) -> Tuple[np.float32, np.float32, np.float32, SequenceOver[][Tensor[1000]]]
In [5]:
parameters
Out[5]:
(Parameter('model.arrayOfFunctions[19].W', [], [4096 x 1000]),
Parameter('model.arrayOfFunctions[17].arrayOfFunctions[0].W', [], [4096 x 4096]),
Parameter('model.arrayOfFunctions[15].arrayOfFunctions[0].W', [], [256 x 6 x 6 x 4096]),
Parameter('model.arrayOfFunctions[12].W', [], [256 x 384 x 3 x 3]),
Parameter('model.arrayOfFunctions[10].W', [], [384 x 384 x 3 x 3]),
Parameter('model.arrayOfFunctions[8].W', [], [384 x 256 x 3 x 3]),
Parameter('model.arrayOfFunctions[4].W', [], [256 x 96 x 5 x 5]),
Parameter('model.arrayOfFunctions[0].W', [], [96 x 3 x 11 x 11]),
Parameter('model.arrayOfFunctions[0].b', [], [96 x 1 x 1]),
Parameter('model.arrayOfFunctions[4].b', [], [256 x 1 x 1]),
Parameter('model.arrayOfFunctions[8].b', [], [384 x 1 x 1]),
Parameter('model.arrayOfFunctions[10].b', [], [384 x 1 x 1]),
Parameter('model.arrayOfFunctions[12].b', [], [256 x 1 x 1]),
Parameter('model.arrayOfFunctions[15].arrayOfFunctions[0].b', [], [4096]),
Parameter('model.arrayOfFunctions[17].arrayOfFunctions[0].b', [], [4096]),
Parameter('model.arrayOfFunctions[19].b', [], [1000]))
In [6]:
# we know by inspection that the set of 11x11x3 convolution filter parameters
# is located in parameters[7]
conv1_params = parameters[7]
conv1_params.value[95][0]
Out[6]:
array([[-0.01510708, 0.02406439, -0.00587441, 0.03674211, -0.02667347,
-0.03551518, 0.0302562 , -0.00572847, 0.02529696, -0.05025081,
0.03678941],
[ 0.01514793, 0.00259703, -0.00160956, -0.00488942, -0.07917715,
0.11795465, -0.02762394, -0.09172472, 0.09360512, -0.0220348 ,
-0.01421854],
[ 0.04992456, -0.08575598, 0.0239447 , 0.02574783, -0.04113096,
0.04835992, -0.02830965, -0.00157692, 0.02855442, 0.00033392,
-0.02449874],
[-0.04027074, 0.03857417, 0.05229365, -0.18280031, 0.26007408,
-0.1993292 , -0.04303589, 0.31734818, -0.29632869, 0.0776856 ,
0.03500715],
[-0.04217387, 0.10235027, -0.0974109 , -0.00394014, 0.08554788,
-0.05618208, 0.06256621, -0.08158904, -0.04738922, 0.13131073,
-0.06699795],
[ 0.05791657, -0.09216715, -0.03648443, 0.22122151, -0.25785747,
0.14104295, 0.09007225, -0.27116254, 0.25020951, -0.10486048,
0.0087797 ],
[ 0.01688438, -0.05990255, 0.08590651, -0.02517291, -0.0590915 ,
0.07514726, -0.04566459, 0.03033705, 0.03016851, -0.09635085,
0.06621613],
[-0.05185268, 0.09541186, -0.03067316, -0.08143407, 0.10301699,
-0.0268498 , -0.04152438, 0.01236477, 0.03195929, -0.00782136,
-0.01297139],
[ 0.02439057, -0.02284897, -0.01557478, 0.00521354, 0.07402226,
-0.10763163, -0.00822611, 0.12526189, -0.08212776, -0.0091959 ,
0.01443889],
[ 0.00590642, -0.03155507, 0.02148635, 0.00570554, -0.0153337 ,
-0.01253041, 0.02246032, 0.03736971, -0.08380558, 0.06806269,
-0.02740663],
[-0.00190077, 0.01978755, -0.00696404, 0.00497125, -0.05123701,
0.06234552, -0.00472743, -0.06671759, 0.06032791, 0.00347873,
-0.02243596]], dtype=float32)
In [24]:
def make_filter_weight_image(filter_weights, image_file_name, dim=11):
imstack = np.dstack((filter_weights[0], filter_weights[1], filter_weights[2]))
# hacky range normalization so we can see something
immean = imstack.mean()
#print(immean)
imstack -= immean
imstack = imstack * (255.0/imstack.max())
imstack += 127.
#print (imstack[0])
imstack = np.clip(imstack, 0., 255.)
imint = (imstack * (255.0 / imstack.max())).astype('uint8')
#imint = imstack.astype('uint8')
#print(imint[0])
try:
os.remove(image_file_name)
except OSError:
pass
im = PILImage.fromarray(imint)
im2 = im.resize((224,224))
im2.save(image_file_name)
In [8]:
for parameter in parameters:
print(parameter.name, parameter.shape, "\n", parameter.value)
model.arrayOfFunctions[19].W (4096, 1000)
[[-0.01060153 -0.00251521 -0.007542 ..., 0.02582785 0.00133449
0.00189569]
[-0.00828957 0.00797224 0.00592377 ..., -0.00729646 -0.00992806
0.00362323]
[ 0.0184704 -0.00374783 -0.01844876 ..., -0.01247817 0.00570136
-0.00039323]
...,
[ 0.00093524 -0.00517491 -0.00051458 ..., -0.00103915 -0.00567184
0.00143881]
[ 0.0052968 -0.00642802 -0.0062504 ..., -0.00724584 -0.0155288 0.013077 ]
[-0.00488158 -0.0052439 -0.00665013 ..., -0.00100085 -0.00556759
-0.00119049]]
model.arrayOfFunctions[17].arrayOfFunctions[0].W (4096, 4096)
[[-0.00059681 -0.00213076 0.00204876 ..., 0.00656991 -0.02013178
-0.0023692 ]
[-0.00918535 0.00247084 -0.00353508 ..., -0.00423722 0.00294879
-0.00083358]
[ 0.00020597 -0.00158334 0.00167276 ..., -0.00361566 -0.00106882
-0.00123479]
...,
[-0.00455716 0.00222834 -0.00096425 ..., -0.00252186 0.00805702
0.00208095]
[-0.0020375 0.00206121 -0.00439616 ..., -0.00964849 -0.01366612
0.0026105 ]
[-0.01129067 0.00114996 0.01640286 ..., 0.0009306 0.00643005
0.00084924]]
model.arrayOfFunctions[15].arrayOfFunctions[0].W (256, 6, 6, 4096)
[[[[ 1.73236127e-03 3.25601432e-04 1.12605663e-02 ...,
-4.71222354e-03 6.97797583e-03 -1.75085955e-03]
[ 1.15154148e-03 1.81884458e-03 5.95276570e-03 ...,
-2.70215468e-03 6.48750225e-03 -1.76404836e-03]
[ 7.79648498e-03 -3.52615095e-03 1.30318478e-02 ...,
2.68996204e-03 4.40056808e-03 -1.56842102e-03]
[ 3.12338443e-03 -7.83185300e-04 6.52147084e-03 ...,
-1.08889793e-03 2.78913206e-03 -5.73473983e-03]
[ -5.49737969e-03 2.68682395e-03 6.60570385e-03 ...,
-4.22096066e-03 7.71846063e-03 -4.07054974e-03]
[ 2.29084352e-03 2.53421301e-03 4.07045381e-03 ...,
-6.30747713e-03 8.05725716e-03 2.07188237e-03]]
[[ -2.23473692e-03 3.88425007e-03 4.85569471e-03 ...,
-3.63731151e-03 2.78890016e-03 -2.92502949e-03]
[ 7.33120413e-03 4.57355613e-03 7.45094148e-04 ...,
-1.10206893e-04 -5.17381195e-05 -7.72174960e-03]
[ 1.11444537e-02 -1.20894238e-03 4.32987843e-04 ...,
-1.38587703e-03 -3.41058883e-04 -3.99382040e-03]
[ 2.18209368e-03 1.96961360e-03 1.34464062e-03 ...,
8.39660133e-05 -1.26642059e-03 -6.86952565e-03]
[ -1.55612084e-04 1.07221724e-02 1.11759268e-03 ...,
3.80312046e-03 6.82708481e-03 5.32724836e-04]
[ 4.23463061e-03 7.32345926e-03 3.58306244e-03 ...,
-1.33226626e-03 5.49595524e-03 -1.62662170e-03]]
[[ 1.91629934e-03 1.32288178e-03 2.40324531e-03 ...,
-4.35252395e-03 6.35646842e-03 -3.10970494e-03]
[ -5.06374333e-03 2.24633166e-03 1.40324445e-03 ...,
1.35384814e-03 -2.70619849e-03 -4.58278786e-03]
[ -1.89309556e-03 6.33143913e-03 -6.53985480e-05 ...,
-1.30967668e-03 1.82599272e-03 -6.34982716e-03]
[ -4.22743062e-04 6.01676572e-03 8.49626726e-04 ...,
-1.68563426e-03 1.60375566e-04 -3.20058269e-03]
[ 8.64667178e-04 8.55775177e-03 -2.52804573e-04 ...,
2.15572934e-03 2.78072827e-03 -9.33912816e-04]
[ 1.78850605e-03 4.45627049e-03 4.91857063e-03 ...,
-1.10233633e-03 5.24369162e-03 -2.54011317e-03]]
[[ 6.81950944e-03 1.57086807e-03 9.42474464e-04 ...,
-3.01066553e-03 5.53019252e-03 -7.62793235e-03]
[ -6.74955687e-03 6.09125430e-03 -1.75444549e-03 ...,
5.10304468e-03 5.75697690e-04 -3.83251347e-03]
[ -6.45332690e-03 4.25466103e-03 -4.01316071e-03 ...,
-1.04882778e-03 -3.41358036e-03 -3.12888972e-03]
[ -6.59268908e-03 5.48369577e-03 -2.45145475e-03 ...,
2.29106518e-03 -3.46204545e-03 -6.81368308e-03]
[ -3.28195211e-03 2.29063327e-03 -2.29870994e-03 ...,
4.57705278e-03 8.84252880e-03 -4.63507045e-03]
[ -1.33053493e-03 -3.41051654e-03 2.12336774e-03 ...,
5.65324153e-04 1.14747630e-02 -1.10609701e-03]]
[[ 8.05878639e-03 4.52081347e-03 4.40600648e-04 ...,
-6.76563010e-04 1.97738409e-03 -5.50241908e-03]
[ -6.15925353e-04 8.72618519e-03 -2.30268552e-03 ...,
7.13307736e-03 -1.26230693e-03 -2.98130279e-03]
[ -4.33542160e-03 2.54968088e-03 -1.56200349e-05 ...,
5.59174595e-03 -6.59696478e-03 -3.88772925e-03]
[ -4.68361983e-03 2.12933053e-03 2.13803980e-03 ...,
4.46267007e-03 -1.59102329e-03 -8.86769220e-03]
[ -3.83657543e-03 3.36668175e-03 -1.50541286e-03 ...,
3.31840920e-03 5.91274537e-03 -8.22850782e-03]
[ -9.84768500e-04 -8.31772923e-04 2.58224062e-03 ...,
-1.06616190e-03 4.73499438e-03 -7.43910903e-03]]
[[ 2.94935424e-03 1.24469642e-02 -7.78153248e-04 ...,
-1.44143577e-03 3.91450990e-03 -2.53406353e-03]
[ -2.19340855e-03 7.26047438e-03 1.52149086e-03 ...,
-2.20143748e-03 9.74873255e-04 -3.29735386e-03]
[ -2.44831527e-03 2.79328017e-03 3.36813764e-03 ...,
6.04798691e-03 3.15959333e-03 -2.63388589e-04]
[ 6.06068037e-03 5.72671974e-03 2.22299204e-04 ...,
3.41487955e-03 3.34903458e-03 4.66512924e-04]
[ 5.16866101e-04 1.01203127e-02 3.41600593e-04 ...,
1.54763274e-03 4.67460044e-03 1.33757759e-03]
[ -5.81730390e-03 3.18090897e-04 3.71999433e-03 ...,
-4.00805206e-04 6.70502021e-04 -5.16816974e-03]]]
[[[ 2.75816885e-03 -5.14298677e-04 2.63690203e-03 ...,
-1.29946740e-04 -1.79928693e-03 4.09914693e-03]
[ 7.88638275e-03 -3.17124696e-03 1.71302032e-04 ...,
1.26684876e-03 -3.76325217e-03 5.82301477e-03]
[ 6.48074737e-03 -4.53568948e-03 1.19783694e-03 ...,
-3.33521428e-04 -2.45634886e-03 3.71923880e-03]
[ 4.30775480e-03 1.15683372e-03 2.38235900e-03 ...,
1.61485758e-03 -5.49309282e-03 7.40949344e-03]
[ 7.59627530e-03 2.96948757e-03 5.02924295e-03 ...,
2.15138542e-03 -6.03214046e-03 6.41144812e-03]
[ 7.94643629e-03 6.21405896e-04 1.76564406e-03 ...,
-3.51232523e-03 1.89050581e-04 1.78835541e-03]]
[[ 4.43311088e-04 -3.96970398e-04 -1.71449792e-03 ...,
-2.78496445e-04 -2.53464241e-04 8.70058034e-03]
[ 6.34099124e-03 -3.75909451e-03 1.43950759e-03 ...,
-3.52716795e-03 5.27300639e-04 1.12619363e-02]
[ 1.01507213e-02 -3.19762062e-03 -2.23032243e-04 ...,
-1.47466213e-04 1.41648878e-03 1.01078274e-02]
[ 4.15215688e-03 2.24180007e-03 -9.52125702e-04 ...,
-1.33437919e-03 -2.92331818e-03 4.47697518e-03]
[ 8.64765723e-04 2.45360122e-03 -1.36179302e-03 ...,
-2.27371580e-03 -6.80668233e-03 1.73276325e-03]
[ 4.78476798e-03 -1.09656330e-03 -3.67340376e-03 ...,
-3.99368722e-03 -3.21051019e-04 4.01882408e-03]]
[[ 5.79089217e-04 -2.59444350e-03 -1.05024443e-03 ...,
8.06536060e-04 2.19156244e-03 1.69463712e-03]
[ 4.62092925e-03 -1.76476734e-03 2.18824088e-03 ...,
-1.28793716e-03 2.45715096e-03 4.90303338e-03]
[ 9.90595575e-03 -1.49084302e-03 4.55633563e-04 ...,
2.95652216e-03 2.62400624e-03 8.88587441e-03]
[ 4.33211867e-03 -3.43863037e-03 -3.23040853e-03 ...,
-2.68932199e-04 2.14691530e-03 3.38015240e-03]
[ 4.94281761e-04 -2.77991570e-03 -1.37913914e-03 ...,
-1.54964498e-03 -2.63617095e-03 2.38750409e-03]
[ 3.11985123e-03 3.36862146e-03 -2.83259759e-03 ...,
6.84315106e-04 -2.04743026e-03 4.16300911e-03]]
[[ 8.47595802e-04 -7.27448903e-04 -3.36452061e-03 ...,
1.09601708e-03 3.73803824e-03 7.76128843e-04]
[ 5.09429490e-03 -2.75572459e-03 -3.08048562e-03 ...,
-5.43654291e-03 -1.47112866e-03 2.55542016e-03]
[ 1.42263086e-03 -4.34190640e-03 -2.49576871e-03 ...,
-1.19083014e-03 -1.86236831e-03 1.66997965e-03]
[ -7.64827302e-04 -7.29926745e-04 -3.95863410e-03 ...,
-4.30675078e-04 -6.61071332e-04 3.51140881e-03]
[ 1.65026472e-03 -3.27881658e-03 -3.68749443e-03 ...,
7.97876273e-04 -6.82366430e-04 1.57893845e-03]
[ 8.17799848e-03 -3.00324033e-03 -4.09455225e-03 ...,
4.25136741e-03 -2.31742905e-03 4.89450246e-03]]
[[ -2.74243369e-03 3.91742389e-04 -4.13299492e-03 ...,
-1.82017990e-04 1.79337070e-03 -3.46775400e-03]
[ -5.66310948e-04 -3.79447447e-04 -5.30945323e-03 ...,
-2.36990536e-03 -1.12595095e-03 -3.76075681e-04]
[ 2.06177658e-03 1.51766976e-03 -2.31707818e-03 ...,
5.80632302e-04 -1.26168109e-03 2.81102420e-03]
[ 4.60729795e-03 1.13565882e-03 -3.45518906e-03 ...,
3.33023054e-05 2.02667294e-03 2.13974132e-03]
[ 3.18771903e-03 -2.65032635e-03 -5.54249855e-03 ...,
-1.14931981e-03 -3.49008339e-03 1.24587456e-03]
[ -2.25918344e-03 -5.34204068e-03 -2.72811973e-03 ...,
1.46982889e-03 -5.27128624e-03 -3.74086341e-03]]
[[ -5.51956519e-03 8.94604018e-04 -7.84962997e-03 ...,
1.29177910e-03 2.67017260e-03 -2.42724176e-03]
[ -2.06046505e-03 2.16409704e-03 -5.28941629e-03 ...,
1.46489195e-03 -1.96231902e-03 -1.62344391e-03]
[ 1.54130044e-03 7.25453673e-03 -3.88673902e-03 ...,
-2.23159720e-03 -2.48962874e-03 2.02940893e-03]
[ 4.21194080e-03 -2.14124797e-03 -5.81546687e-03 ...,
-3.76600493e-03 -1.70888903e-03 -6.06378168e-03]
[ 2.07527471e-03 -2.58211815e-03 -7.78609328e-03 ...,
-4.78384690e-03 -2.27290113e-03 -8.21848772e-03]
[ -2.20181770e-03 -1.13374833e-03 -3.27362376e-03 ...,
-5.64383483e-03 2.39693400e-04 -4.25621402e-03]]]
[[[ 5.55942021e-03 1.23262480e-02 -9.77691147e-04 ...,
-5.65945578e-04 1.67595979e-03 6.55977614e-03]
[ 5.50283398e-03 1.58698950e-02 -3.43164173e-03 ...,
-5.79354702e-04 1.59265159e-03 -1.39485055e-04]
[ 8.37638322e-03 7.78540829e-03 -4.46857512e-03 ...,
4.66826197e-04 -2.87182326e-03 -2.61506275e-03]
[ 1.02309054e-02 6.11778954e-03 -3.57747683e-03 ...,
1.80314295e-03 -3.83478263e-03 -4.86230478e-03]
[ 1.15815951e-02 6.42378861e-03 -1.39529153e-03 ...,
-2.10276083e-03 5.90764859e-04 -1.62878679e-03]
[ 1.31981866e-02 9.06737335e-03 -9.54686184e-05 ...,
-2.00449815e-03 7.23699061e-03 2.23658653e-03]]
[[ 1.41294254e-02 9.50966869e-03 -5.02548134e-03 ...,
-1.24541891e-03 6.57228171e-04 7.16151530e-03]
[ 1.24001233e-02 6.88548805e-03 -4.92103631e-03 ...,
-6.45915588e-06 4.12019249e-03 4.22335137e-03]
[ 8.91171582e-03 6.71070302e-03 -2.75917840e-03 ...,
-9.75760398e-04 1.63999794e-04 8.67850799e-03]
[ 7.77296536e-03 7.19551928e-03 -2.67822947e-03 ...,
-2.83975131e-03 -4.44406830e-03 5.46702277e-03]
[ 8.98474362e-03 8.78136419e-03 -2.61141313e-03 ...,
-1.43598404e-03 -4.16458398e-03 6.61107339e-03]
[ 1.46125779e-02 8.27558711e-03 -1.41136011e-03 ...,
-1.31167821e-03 9.68126638e-04 8.25727731e-03]]
[[ 5.06270723e-03 8.46153125e-03 -3.01274075e-03 ...,
2.73639895e-03 1.73559878e-04 4.07620147e-03]
[ 3.95518355e-03 6.63089799e-03 -2.64055282e-03 ...,
4.04840987e-03 2.76974193e-03 6.24770997e-03]
[ 6.53488049e-03 1.04162423e-02 -1.50913850e-03 ...,
1.15804165e-03 7.51067186e-03 1.02483900e-02]
[ 1.24227917e-02 9.60706733e-03 -8.95653735e-04 ...,
-9.10007861e-04 8.72969104e-05 1.04152057e-02]
[ 1.37245236e-02 1.41921807e-02 -3.74037609e-03 ...,
1.84367946e-03 -9.99213778e-04 3.80315958e-03]
[ 1.03372717e-02 1.02076316e-02 -6.56492030e-03 ...,
1.79138861e-03 -4.58855473e-04 7.29745254e-03]]
[[ -2.06053513e-03 1.03213238e-02 -5.16779674e-03 ...,
-6.45170978e-04 -1.49662304e-03 8.51114094e-03]
[ -2.34431354e-03 9.46130883e-03 -4.66983672e-03 ...,
6.42991741e-04 2.51832942e-04 5.10906614e-03]
[ 5.35531854e-03 4.08066856e-03 -3.78108886e-03 ...,
1.08600454e-03 1.51104672e-04 9.85976029e-03]
[ 8.94124992e-03 1.00843739e-02 -1.37082802e-03 ...,
-2.38046958e-03 -6.28424226e-04 8.44557025e-03]
[ 6.66904775e-03 1.24877496e-02 -2.97276303e-03 ...,
-2.63388082e-03 9.59541532e-04 5.08200796e-03]
[ 5.48564736e-03 8.48177727e-03 -5.98993199e-03 ...,
-3.41808656e-04 2.83237617e-03 6.42873673e-03]]
[[ -5.64345019e-03 7.24870153e-03 -6.53555524e-03 ...,
-4.02575533e-04 3.96538962e-04 7.72005133e-03]
[ -3.31218424e-03 1.04495259e-02 -5.53988433e-03 ...,
-2.99152848e-03 -1.75347654e-04 5.28855808e-03]
[ -9.65803862e-04 6.28871191e-03 -3.75948451e-03 ...,
-2.56363652e-03 -1.41103475e-04 5.69932070e-03]
[ 1.63462805e-03 7.84862600e-03 -2.29421887e-03 ...,
-4.86035692e-03 3.57417266e-05 6.61189202e-03]
[ 5.10459067e-03 8.91296752e-03 -1.61609019e-03 ...,
-2.72129197e-03 -1.13035901e-03 3.70655558e-03]
[ 7.61770643e-03 3.32209212e-03 -4.91455477e-03 ...,
-3.02676135e-03 2.77388317e-04 4.39655641e-03]]
[[ -3.65267112e-03 -1.17306237e-03 -3.23048094e-03 ...,
-3.18239979e-03 1.26444048e-03 -1.91090151e-03]
[ -1.18767191e-03 1.99087453e-03 -2.03138730e-03 ...,
-1.76164485e-03 -2.90144165e-03 4.76969726e-04]
[ -6.58719335e-04 7.29799969e-04 -4.01620008e-03 ...,
8.43211310e-04 -4.12939675e-03 2.14068918e-03]
[ 9.45291831e-04 1.30062422e-03 -4.24045324e-03 ...,
6.28106575e-03 -7.38812261e-04 4.96340636e-03]
[ 3.33988061e-03 2.16364209e-03 -4.50610742e-03 ...,
5.45583572e-03 3.05538560e-04 2.67859246e-03]
[ 3.31536611e-03 -5.20784233e-04 -3.90652753e-03 ...,
4.05970612e-04 -7.37830356e-04 -3.85782099e-04]]]
...,
[[[ 9.87861678e-03 -4.01438912e-03 -4.07500518e-03 ...,
-3.99255892e-03 -2.06811796e-03 -3.00426292e-03]
[ 1.46169122e-03 -3.12770670e-03 -6.00199308e-03 ...,
-1.18009304e-03 -5.41944348e-04 8.93277349e-04]
[ 2.41259206e-03 -5.52536570e-04 -6.57720258e-03 ...,
-2.05450598e-03 -7.44005956e-04 1.98801910e-03]
[ 4.45160456e-03 -1.08594063e-03 -4.62451950e-03 ...,
9.72757291e-04 -5.37141180e-03 1.61940139e-03]
[ -2.62830261e-04 -3.71499499e-03 -4.05892124e-03 ...,
4.94476815e-04 -7.60590564e-03 -2.87173825e-05]
[ 1.64233532e-03 -3.59452097e-03 -6.04735734e-03 ...,
-3.84660228e-03 -4.59160190e-03 -1.31897628e-03]]
[[ 1.28472038e-03 3.00331067e-05 -6.39474811e-03 ...,
-7.37799983e-03 -2.13743406e-04 -2.98528001e-03]
[ -2.45528459e-03 -2.82432069e-03 -2.82074115e-03 ...,
-7.15549663e-03 -2.83754175e-03 2.77142925e-03]
[ -2.21296184e-04 -1.02145551e-03 -1.71844859e-03 ...,
-7.78051186e-03 -4.03691595e-03 2.87953042e-03]
[ 4.45570424e-03 -1.31820166e-03 -1.55898742e-03 ...,
-2.01022811e-03 -3.55007849e-03 -1.08512853e-04]
[ 2.76724738e-03 -3.82012688e-03 -2.47968431e-03 ...,
-1.98237691e-03 -2.29015504e-03 3.09264200e-04]
[ 6.63179718e-03 -2.89330143e-03 -3.02161463e-03 ...,
-3.77027784e-03 -1.56101491e-03 1.63834915e-03]]
[[ 2.08474789e-03 -7.29886582e-04 -6.13016495e-03 ...,
-2.59162672e-03 9.15631070e-04 -4.30037873e-03]
[ -2.36409437e-03 -3.50959203e-03 -3.07170814e-03 ...,
-2.15137447e-03 -2.47964612e-03 1.05217285e-03]
[ 3.63231730e-03 -9.09282709e-04 -1.21720391e-03 ...,
-3.82243935e-03 -3.73518886e-03 1.56966236e-03]
[ 5.62143000e-03 -3.57427401e-04 -1.90979612e-04 ...,
-1.65474392e-03 -1.22329697e-03 -2.07903073e-03]
[ -3.30250885e-04 -3.84935527e-03 -1.73264800e-03 ...,
-2.64609861e-03 -2.22614245e-03 -4.51011001e-04]
[ 2.29770713e-03 -3.65844555e-03 -2.88759172e-03 ...,
-5.76499908e-04 -2.63579306e-03 -3.09981778e-03]]
[[ 4.73559927e-03 5.03324147e-04 1.91150699e-04 ...,
1.82773615e-03 -2.31211889e-03 -2.73672724e-03]
[ 1.84458250e-03 -4.48923651e-03 -8.36619816e-04 ...,
8.90831754e-04 -1.69214420e-03 -3.76504310e-03]
[ 3.66365560e-03 -2.42415350e-03 -1.58482080e-03 ...,
-1.21631240e-03 -4.45289630e-03 -3.53498175e-03]
[ 5.85800549e-03 8.42156805e-05 -2.29375483e-03 ...,
-1.74240384e-03 -9.08786256e-04 -2.93782423e-03]
[ 3.51651921e-03 -1.15058827e-03 -1.31137052e-03 ...,
-1.09808694e-03 -2.57388712e-03 -2.31591053e-03]
[ 3.76045448e-03 -2.38087424e-03 -3.36825987e-03 ...,
-2.06174050e-03 -3.69171030e-03 -6.26216317e-03]]
[[ 4.55338135e-03 -2.02767411e-03 -2.09264559e-04 ...,
-2.96830852e-03 -6.19381713e-03 -4.69432671e-05]
[ 4.55137994e-03 -2.96420278e-03 -1.23041647e-03 ...,
-1.79577037e-03 -5.02022449e-03 -1.52231718e-03]
[ 3.99217336e-03 -2.24747788e-03 1.37557014e-04 ...,
-7.05198327e-04 -4.93684225e-03 -1.64722209e-03]
[ 2.94169015e-03 -1.37798057e-03 5.62976697e-04 ...,
7.58986920e-04 -6.83166040e-03 -4.52896906e-03]
[ 4.35756287e-03 -4.64181154e-04 -8.78017338e-04 ...,
9.40936559e-04 -4.75491164e-03 -4.22003027e-03]
[ 4.92265262e-03 -4.15601674e-03 -7.03788362e-04 ...,
2.54387548e-03 -8.18981905e-04 -7.08676456e-03]]
[[ 3.05030006e-03 -5.17042645e-04 1.47269550e-03 ...,
-2.90626474e-03 -4.57286369e-03 -2.89717200e-03]
[ 1.10075774e-03 -1.15316221e-03 -1.91595207e-03 ...,
-2.66916980e-03 -6.39207941e-03 -3.03600985e-03]
[ 6.68616639e-03 -1.28238078e-03 -1.65886467e-03 ...,
-1.75186829e-03 -6.23737648e-03 -1.91120687e-03]
[ 2.47450499e-03 -1.98063208e-03 -1.91234460e-03 ...,
-2.90354271e-03 -8.52084439e-03 -3.88545357e-03]
[ 2.39739730e-03 -5.24715229e-04 -2.56620185e-03 ...,
-1.77545345e-03 -8.40527005e-03 -5.00995945e-03]
[ 5.50098298e-03 -2.32617627e-03 1.61729159e-03 ...,
-3.67775589e-04 -6.44249935e-03 -8.28783587e-03]]]
[[[ -3.18662554e-04 -3.12915072e-03 -2.08623870e-03 ...,
3.78711219e-03 9.27530578e-04 -4.07049572e-03]
[ 1.14831468e-03 -3.88781494e-03 -8.06007942e-04 ...,
-8.67888331e-04 6.02235959e-04 -2.37768909e-04]
[ 7.20560458e-03 1.04184379e-03 -1.97929260e-03 ...,
1.25051569e-03 -4.60540829e-03 1.44065137e-03]
[ 6.43236097e-03 5.63802710e-03 -2.70903413e-03 ...,
1.54329278e-03 -2.22577015e-03 1.03134348e-03]
[ 7.79882912e-03 4.17910377e-03 -2.41809618e-03 ...,
1.54445448e-03 -1.12083624e-03 3.11653549e-03]
[ -5.65209659e-04 2.40341574e-03 -6.01858308e-04 ...,
4.55004908e-03 -1.27028942e-03 -4.12349729e-03]]
[[ 5.23825183e-05 -3.65596527e-04 -3.47962050e-05 ...,
1.51997490e-03 3.69279459e-03 -1.65973848e-03]
[ 9.34054144e-04 3.27199558e-03 9.76137992e-04 ...,
4.45391808e-04 -1.25903368e-03 -1.92563166e-03]
[ 7.45954225e-03 5.96439280e-03 1.70044915e-03 ...,
5.07431803e-04 -5.50656207e-03 1.20342453e-03]
[ 9.79113299e-03 6.17157575e-03 -1.42191886e-03 ...,
-2.45562382e-03 -3.88828595e-03 9.94009431e-04]
[ 4.80437744e-03 4.09603864e-03 5.00906724e-04 ...,
-2.22350657e-03 -1.43262674e-03 6.93079783e-04]
[ 9.59070865e-04 5.54070342e-03 4.89404704e-03 ...,
-3.16640886e-04 -1.05469325e-03 -2.94068712e-03]]
[[ -2.42276932e-03 4.01116471e-04 -2.19174405e-03 ...,
-1.73562916e-03 2.78626475e-03 9.35459416e-03]
[ 5.65340684e-04 7.48296408e-03 1.74481899e-03 ...,
3.35132866e-03 -8.63508089e-04 3.71527299e-03]
[ 4.38508112e-03 8.89349263e-03 3.85607802e-03 ...,
-9.94333881e-04 -4.10787342e-03 2.29785801e-03]
[ 5.37458342e-03 5.74731175e-03 -2.76627508e-03 ...,
-3.30691016e-03 -6.46290951e-04 1.32910046e-03]
[ -1.98494364e-03 6.95870863e-03 -1.71702344e-03 ...,
-4.68430750e-04 3.95932142e-03 2.54423567e-03]
[ -1.05936918e-03 4.69557103e-03 -2.50209356e-03 ...,
-3.47456685e-03 1.86984587e-04 1.28058903e-03]]
[[ -5.61379362e-03 3.10864579e-03 1.35182624e-03 ...,
2.68690591e-03 1.46085827e-03 1.08849742e-02]
[ -4.80136834e-03 6.88061910e-03 1.05844659e-03 ...,
6.65492890e-03 -5.39718138e-04 7.40185007e-03]
[ -5.47596207e-03 6.17342722e-03 1.00324780e-03 ...,
3.49934190e-03 -3.98452487e-03 6.74560294e-03]
[ -2.18186830e-03 7.85093755e-03 5.33952052e-03 ...,
1.62610994e-03 -3.00575723e-03 8.16904195e-03]
[ 1.07130758e-03 9.23122093e-03 3.62363877e-03 ...,
2.87377951e-03 -4.65989106e-05 1.00399209e-02]
[ -1.00535841e-03 1.28978249e-02 -4.43449151e-03 ...,
-1.49809057e-03 -5.47123328e-03 1.79844222e-03]]
[[ 3.19950166e-03 8.31713900e-03 -8.55165941e-04 ...,
-5.26697049e-03 3.34385713e-03 7.46199116e-03]
[ -3.91667563e-04 2.80671031e-03 2.94528494e-04 ...,
-1.29305664e-03 1.60222023e-03 7.11780274e-03]
[ -6.77882126e-05 5.42380195e-03 1.23960176e-03 ...,
1.49008725e-03 -1.01852114e-03 8.66239367e-04]
[ -7.87732308e-04 5.23565570e-03 4.66933660e-03 ...,
-1.48421765e-04 -8.89412593e-04 9.67869069e-03]
[ 6.28606416e-04 3.44850682e-03 3.39038740e-03 ...,
-5.45568578e-03 1.85798015e-03 7.80957844e-03]
[ 5.37666632e-03 1.10233203e-02 -1.77437696e-03 ...,
-3.48101533e-03 -4.18695447e-04 -6.77597942e-04]]
[[ 7.88034219e-03 7.13742152e-03 -3.09277582e-03 ...,
2.45659321e-04 1.30452018e-03 4.07361519e-03]
[ 7.13924703e-04 9.68467630e-03 -1.89233478e-03 ...,
9.23961110e-04 2.36766529e-03 3.15380632e-03]
[ -2.81317183e-03 1.19688660e-02 -2.51412834e-03 ...,
2.76268646e-03 -5.49546303e-03 7.75127113e-03]
[ -4.70672781e-03 1.05828885e-02 -3.75256059e-04 ...,
-2.17045704e-03 -6.29320089e-03 5.97039051e-03]
[ 2.41090354e-04 6.33474486e-03 1.90617982e-03 ...,
-2.98500783e-03 8.74983787e-04 7.35974498e-03]
[ 6.63857069e-03 3.82180279e-03 -9.07121319e-03 ...,
-1.06582127e-03 -3.40867182e-03 1.15850819e-02]]]
[[[ 1.63752958e-03 -5.73958596e-03 3.97653785e-03 ...,
-4.50044405e-03 2.12714891e-03 -1.80357730e-03]
[ 6.00487739e-03 -5.58808027e-03 -2.67107110e-03 ...,
-2.54113739e-03 6.50523987e-04 -2.53174949e-04]
[ 3.41758132e-03 -7.24403246e-04 -1.92874961e-03 ...,
1.42419292e-03 -6.55476144e-03 -3.44987377e-03]
[ -9.88625572e-04 -6.22473090e-05 -1.66797440e-03 ...,
5.60569856e-03 -6.62935385e-03 -5.42274583e-03]
[ 2.65888846e-03 -4.82667191e-03 -3.35723441e-03 ...,
1.80433528e-03 -2.88171088e-03 -2.61367741e-03]
[ 5.79633471e-03 -7.61054596e-03 -1.62012206e-04 ...,
1.03509182e-03 -1.76674139e-03 -3.83568229e-03]]
[[ 1.04768423e-03 -3.61454277e-03 1.31481641e-03 ...,
-1.65626756e-03 1.92838197e-03 -3.55755189e-03]
[ 2.56607961e-03 -2.25679483e-03 -2.94064311e-03 ...,
3.91678326e-03 -1.72757648e-03 4.49132267e-03]
[ 9.52486822e-04 -1.04378315e-03 -4.04731510e-03 ...,
1.68763497e-03 -3.48367309e-03 1.27342029e-03]
[ -9.61599464e-04 3.85489402e-04 -3.21006845e-03 ...,
5.47449896e-03 -3.30709061e-03 -1.21091442e-04]
[ -1.08938271e-04 1.19170221e-03 -2.48794444e-03 ...,
4.89867991e-03 1.54295051e-03 -1.39593892e-03]
[ -1.62540365e-03 -5.31249354e-03 5.56283863e-04 ...,
3.16407974e-03 2.99503235e-03 -2.00317544e-03]]
[[ -1.02618791e-03 -2.59928871e-03 -3.31238704e-03 ...,
3.04840948e-03 2.06687464e-03 8.55561229e-05]
[ -2.47701583e-03 -1.43239624e-03 -4.47309669e-03 ...,
2.06783670e-03 1.57650211e-03 3.13139777e-03]
[ 1.09760638e-03 -1.91180024e-03 -7.10380310e-03 ...,
4.86372830e-03 7.29159277e-04 -1.58274628e-03]
[ 3.10285646e-03 -3.43259424e-03 -2.13823561e-03 ...,
2.91555608e-03 -2.71030725e-03 -1.37915346e-03]
[ 1.62852847e-03 -5.37117058e-03 -1.98557507e-03 ...,
1.67586503e-03 -2.44268769e-04 -4.78058634e-03]
[ 6.01572858e-04 -5.11246501e-03 -2.58875475e-03 ...,
-2.82678450e-03 9.52557777e-04 1.93307339e-03]]
[[ -1.14244223e-03 -3.56371631e-03 -9.50633141e-04 ...,
-7.09306216e-04 3.36971087e-03 1.19520351e-03]
[ -1.31996151e-03 -7.30717788e-03 1.08543539e-03 ...,
5.45129471e-04 -8.96917074e-04 6.56518911e-04]
[ -2.32381304e-03 -7.51312403e-03 -3.08561977e-03 ...,
-3.66622175e-04 -6.70127291e-03 -1.88920868e-03]
[ -1.97215634e-03 -5.76973194e-03 -2.78737070e-03 ...,
-2.29152595e-03 -8.84388480e-03 -8.79665837e-03]
[ -3.83471954e-03 -4.64120507e-03 -2.41241814e-03 ...,
-5.33646066e-03 -2.55938084e-03 -4.70786868e-03]
[ -4.67076141e-04 -4.26896242e-03 -4.63588210e-03 ...,
-6.59710309e-03 -8.92484619e-04 1.85654382e-03]]
[[ -2.92587793e-03 -4.56051575e-03 -2.67547788e-03 ...,
9.08162852e-04 2.60864501e-04 -5.99841680e-03]
[ 1.69441197e-03 -7.52994232e-03 -3.21000954e-03 ...,
3.16454447e-04 -3.88410664e-03 -2.37116218e-03]
[ -9.11680545e-05 -8.04319605e-03 -4.02006647e-03 ...,
-8.24129442e-04 -6.94441190e-03 9.53474373e-04]
[ -7.41098134e-04 -7.13183684e-03 -6.45418419e-03 ...,
-2.16479017e-03 -7.19926460e-03 -2.77627935e-03]
[ -2.25319737e-03 -6.24503382e-03 -4.91648400e-03 ...,
2.90784216e-03 -7.45400321e-04 -2.64436821e-03]
[ 4.80194831e-05 -3.09337536e-03 -6.81953225e-03 ...,
-1.63494388e-03 9.54975083e-04 -3.66374687e-03]]
[[ -6.26324909e-03 -5.17219771e-03 -1.53316127e-03 ...,
2.35724449e-03 -1.02291256e-03 -1.89988152e-03]
[ -3.89216724e-03 -1.73184124e-03 -5.32415695e-03 ...,
-1.28221305e-04 -5.05252136e-03 1.27733336e-03]
[ -3.83011415e-03 1.09854818e-03 -5.92725677e-03 ...,
7.62843178e-04 -1.14428317e-02 -1.89180850e-04]
[ -4.87764319e-03 9.60231875e-04 -2.32240558e-03 ...,
-4.56268717e-05 -1.06535433e-02 -8.71252327e-04]
[ -4.27507935e-03 -3.34144803e-03 -4.95349895e-03 ...,
2.12067808e-03 -3.94516345e-03 -1.21379315e-04]
[ -1.65132713e-03 -5.20778960e-03 -5.44140860e-03 ...,
5.45641815e-05 2.35897518e-04 -6.16609305e-03]]]]
model.arrayOfFunctions[12].W (256, 384, 3, 3)
[[[[ 1.47971800e-02 -6.79311156e-03 -9.35603573e-04]
[ -6.16878318e-03 3.11624468e-03 -9.28919483e-03]
[ -8.03057291e-03 9.38587636e-03 1.16554741e-02]]
[[ 1.84871890e-02 1.95643702e-03 -1.01577444e-02]
[ 1.91767756e-02 3.85875837e-03 -1.14712454e-02]
[ 2.18625050e-02 1.29946684e-02 1.98588818e-02]]
[[ 1.47452892e-03 4.72418219e-03 6.65886002e-03]
[ -3.03707295e-03 2.97139473e-02 3.39630954e-02]
[ -3.96103738e-03 -8.60117190e-03 7.54015613e-03]]
...,
[[ -9.84934508e-04 -7.70645973e-04 -2.33416446e-03]
[ -2.83818692e-04 1.92058703e-03 -1.05433995e-02]
[ -1.89859327e-02 -4.44832520e-04 -2.74798763e-03]]
[[ 3.30401305e-03 -5.19023417e-03 5.39759407e-03]
[ 1.05815637e-03 2.36209668e-02 -4.28747293e-03]
[ 4.24625445e-03 7.66457710e-03 8.20431579e-03]]
[[ -1.28922518e-02 -1.63012296e-02 -2.34536771e-02]
[ -1.63948233e-03 -6.97079627e-03 -5.93075436e-03]
[ -1.26899192e-02 -3.43134138e-03 -1.43701385e-03]]]
[[[ -2.44177207e-02 -1.03199724e-02 -1.78894158e-02]
[ -1.76437628e-02 -2.15598848e-02 -2.53380612e-02]
[ -1.14709036e-02 -1.21974358e-02 -2.08765343e-02]]
[[ 1.62001234e-02 2.36050263e-02 9.00044478e-03]
[ -1.36643508e-02 -6.49750186e-03 -7.94461463e-03]
[ -4.75786068e-03 -1.23184118e-02 -8.65252223e-03]]
[[ -1.43017126e-02 -9.14600957e-03 1.00208670e-02]
[ -1.23625179e-03 3.89356725e-02 3.75572890e-02]
[ 1.08560016e-02 6.81045502e-02 4.80415076e-02]]
...,
[[ -1.73396319e-02 -1.24033885e-02 1.35911424e-02]
[ 5.15132328e-04 -9.64005943e-03 6.57247705e-03]
[ -6.26552198e-03 -8.81425291e-03 1.42883102e-03]]
[[ -1.17867086e-02 -2.93042026e-02 -1.18749561e-02]
[ -1.79342609e-02 -2.45269407e-02 -1.16612883e-02]
[ -6.24772254e-03 -1.22444974e-02 -1.16594620e-02]]
[[ -1.95725448e-02 -9.29073989e-03 -5.00085112e-03]
[ -8.81959777e-03 -6.38099154e-04 -9.71358037e-04]
[ -9.42171551e-03 -6.54918374e-03 -8.09303299e-03]]]
[[[ 4.91241051e-04 -3.19989398e-03 -7.20937550e-03]
[ -2.11659004e-03 6.77147880e-03 -1.32830786e-02]
[ 8.97496939e-03 8.07886291e-03 -1.15638347e-02]]
[[ -2.61759907e-02 -1.71511769e-02 -7.73141906e-03]
[ -2.54495293e-02 -1.89992543e-02 -1.11063039e-02]
[ -4.43211710e-03 -1.67644415e-02 -7.25033972e-03]]
[[ -1.91229302e-02 1.11148402e-04 2.13248208e-02]
[ -1.71506200e-02 3.33502260e-03 1.62285361e-02]
[ -1.24396663e-02 -2.16758670e-03 2.32080603e-03]]
...,
[[ 9.44869313e-03 1.96845997e-02 -6.24847831e-03]
[ 3.64137976e-03 2.56610624e-02 2.05249600e-02]
[ 1.22229150e-02 2.83603612e-02 -3.27154528e-03]]
[[ -1.79994423e-02 -3.20254862e-02 -2.15281285e-02]
[ -1.06884893e-02 -9.16684698e-03 -1.15812235e-02]
[ 2.94972723e-03 6.86132116e-03 1.30206067e-02]]
[[ -2.20363699e-02 -8.64033587e-03 -5.50651876e-03]
[ -2.46432759e-02 -2.45294776e-02 -2.13535633e-02]
[ -1.41569122e-03 8.35603848e-03 6.47479109e-03]]]
...,
[[[ -9.86126717e-03 -1.90323722e-02 2.35240906e-04]
[ -1.16439452e-02 -1.71553846e-02 -1.29055865e-02]
[ -2.27777474e-02 -1.33968238e-02 -1.69833389e-03]]
[[ -1.62284598e-02 -1.44209014e-02 -2.33074240e-02]
[ -2.05312334e-02 -3.00065391e-02 -3.32174562e-02]
[ 1.24769090e-02 1.55400867e-02 -1.58365048e-03]]
[[ -9.50021017e-03 -8.68483633e-03 6.17248518e-03]
[ 2.67915806e-04 -6.85927272e-03 6.64782338e-03]
[ -9.66872927e-03 -8.14637821e-03 2.86745243e-02]]
...,
[[ -3.50085180e-03 -3.61007010e-03 -5.40141622e-03]
[ -8.43397621e-03 -8.95232055e-03 -1.26062026e-02]
[ -5.95067069e-03 -1.10773519e-02 6.14667195e-04]]
[[ 5.36580803e-03 1.38491914e-02 1.90367736e-02]
[ 1.08173676e-02 1.42229376e-02 5.42619126e-03]
[ 1.77839224e-03 1.21448729e-02 1.29872086e-02]]
[[ -9.17541329e-03 -1.17391264e-02 -1.47738522e-02]
[ -1.13298073e-02 -1.90696716e-02 -1.78899355e-02]
[ -1.00310817e-02 -1.42776743e-02 -1.76715404e-02]]]
[[[ -8.93428642e-03 -2.80865026e-03 -2.27514897e-02]
[ -1.55905923e-02 -6.44681649e-03 -1.33568831e-02]
[ 2.63164332e-03 1.23903109e-03 -4.79501160e-03]]
[[ -1.57421883e-02 -1.00186002e-03 1.37098199e-02]
[ -3.97374015e-03 -9.18895379e-03 -6.19090442e-03]
[ -1.29000507e-02 -6.88631833e-03 -4.94621834e-03]]
[[ 6.90847123e-03 -4.53750166e-04 8.63933656e-03]
[ -9.20764171e-03 -1.69569068e-02 -8.11095908e-03]
[ -4.18331707e-03 5.56412758e-03 1.24219181e-02]]
...,
[[ 2.09478736e-02 -2.69340002e-04 1.20054949e-02]
[ 4.12440905e-03 -1.16594220e-02 4.47514094e-03]
[ 1.17008276e-02 2.98630372e-02 3.23306993e-02]]
[[ 2.28802033e-04 5.63340634e-03 5.09427907e-03]
[ 1.52036333e-02 -1.77194027e-03 -3.17270315e-04]
[ 2.36344188e-02 -4.90410835e-04 2.63452269e-02]]
[[ -1.26097659e-02 -9.77944583e-03 -1.28809717e-02]
[ -5.04209008e-03 -1.47157977e-03 1.31424982e-02]
[ -5.47305169e-03 6.24417327e-03 1.69508010e-02]]]
[[[ 9.89793986e-03 8.81636143e-03 6.14279008e-04]
[ -3.54281254e-03 -1.58404745e-02 2.32904204e-04]
[ 9.64254048e-03 1.61419827e-02 -4.84394608e-03]]
[[ -4.97295894e-03 -1.54988272e-02 1.12931477e-03]
[ -5.09689329e-03 -1.15693435e-02 -9.43025481e-03]
[ -8.64746328e-03 -1.66281816e-02 -1.80857703e-02]]
[[ -1.30721005e-02 1.40041243e-02 -1.07677719e-02]
[ 1.81401055e-03 -7.40694301e-03 -8.32840707e-03]
[ -7.97426328e-03 -4.47487412e-03 -9.39490646e-03]]
...,
[[ 3.06689441e-02 1.58020854e-02 1.18012745e-02]
[ 1.44905271e-02 3.92863341e-03 -1.35062379e-04]
[ 1.83585007e-02 1.04533434e-02 7.96456914e-03]]
[[ 7.35399127e-03 -1.10358046e-02 8.29606690e-03]
[ 1.07352033e-04 -1.40168751e-02 -4.14534938e-03]
[ 1.92683609e-03 -1.88079029e-02 -5.75173972e-03]]
[[ 2.91443284e-04 -1.59137845e-02 -2.86841602e-03]
[ -1.11457892e-02 -4.37383540e-03 1.68278092e-03]
[ -1.99968326e-05 -1.44920247e-02 4.46749036e-04]]]]
model.arrayOfFunctions[10].W (384, 384, 3, 3)
[[[[ -6.68968074e-03 1.50927622e-02 -4.98367334e-03]
[ -9.30572022e-03 -1.45828575e-02 2.58760666e-03]
[ 3.27238510e-03 -5.00775175e-03 1.94929596e-02]]
[[ 1.24260522e-02 1.72717813e-02 1.70030389e-02]
[ -8.62722192e-03 -2.24061906e-02 -1.68263428e-02]
[ -1.06867217e-02 -1.55970454e-02 6.45410875e-03]]
[[ -7.21661374e-03 2.62065354e-04 -1.99654046e-03]
[ -1.65762156e-02 -1.81624722e-02 -5.89609519e-03]
[ -1.12335675e-03 3.43149668e-03 -3.10560130e-03]]
...,
[[ -3.69208641e-02 -1.57084465e-02 -1.98311750e-02]
[ 6.66671491e-04 9.18561667e-02 4.18052487e-02]
[ 4.23688702e-02 -8.57025199e-03 -2.95751821e-02]]
[[ -4.81397752e-03 1.36766909e-03 -1.01027358e-02]
[ 6.39731949e-03 2.64883619e-02 3.30053782e-03]
[ 1.84519161e-02 -1.31348133e-04 -1.02532078e-02]]
[[ -1.27382381e-02 -1.41942892e-02 5.74387331e-03]
[ -1.87385303e-03 1.03027057e-02 7.99472095e-04]
[ -2.90484098e-03 1.17529556e-02 4.31083236e-03]]]
[[[ 8.39708094e-03 -5.28391777e-03 -1.30394856e-02]
[ -1.42077822e-02 -1.54771628e-02 -7.46542076e-03]
[ 4.00837138e-03 1.88991288e-03 2.19301675e-02]]
[[ 5.75226592e-03 -9.01001971e-03 -5.15640806e-03]
[ -6.86937058e-03 -2.19473783e-02 -1.31295566e-02]
[ -6.55690068e-03 -1.56512987e-02 3.72768496e-03]]
[[ -5.67724276e-03 8.08663853e-03 2.74835806e-03]
[ 1.41693605e-02 1.16933323e-02 2.40941401e-04]
[ 2.12874562e-02 1.72795616e-02 5.06741693e-03]]
...,
[[ -2.81438958e-02 -5.90681098e-03 -2.20753569e-02]
[ -1.65437218e-02 -9.68810171e-03 -2.32422333e-02]
[ 1.67013966e-02 -1.48253152e-02 -1.82821751e-02]]
[[ -5.12537500e-03 -5.43825772e-05 7.94946798e-04]
[ 1.27641764e-02 3.96107659e-02 8.38092901e-03]
[ 1.21649131e-02 1.34362765e-02 -9.48799960e-03]]
[[ 4.15837392e-03 -8.19773879e-03 -2.62247026e-03]
[ -1.26052834e-03 -1.16972337e-02 8.63225386e-03]
[ 2.52413172e-02 1.79713201e-02 1.33663947e-02]]]
[[[ 1.48070119e-02 2.68157888e-02 -1.41129512e-02]
[ -1.12101566e-02 4.54645343e-02 -1.79637577e-02]
[ -5.96123189e-03 -1.82297975e-02 -1.29560595e-02]]
[[ -4.46784263e-03 1.04572866e-02 -1.28257880e-02]
[ 9.84079577e-03 5.81444474e-03 -1.33067938e-02]
[ 1.27098169e-02 -1.93502114e-03 -3.80317890e-03]]
[[ 2.62660021e-03 -5.66753885e-03 2.52618571e-03]
[ 1.39414417e-02 1.83120761e-02 2.52122469e-02]
[ -2.04882747e-03 -2.79699196e-03 4.59373090e-03]]
...,
[[ -1.05110873e-02 -8.43522605e-03 8.85174517e-03]
[ -2.10058447e-02 3.42974393e-03 1.40977209e-03]
[ -2.33670827e-02 -7.80455675e-03 -6.24040002e-03]]
[[ -1.28728366e-02 -3.39121441e-03 1.09560201e-02]
[ -1.78059586e-03 9.30356095e-04 1.33445198e-02]
[ -6.99058361e-03 -3.13955499e-03 7.68353837e-03]]
[[ 1.06560104e-02 -2.85494141e-03 -4.64480603e-03]
[ 1.86989214e-02 1.46500077e-02 1.43864825e-02]
[ 2.00891532e-02 3.27131599e-02 3.54747334e-03]]]
...,
[[[ -9.43505298e-03 -1.22324303e-02 1.73872486e-02]
[ -1.06442049e-02 -2.13861503e-02 6.25001919e-03]
[ -1.03722811e-02 -1.31672407e-02 2.62357877e-04]]
[[ -7.01777730e-03 1.01066008e-02 3.22950147e-02]
[ -4.72847512e-03 -3.09360439e-05 -2.80280411e-03]
[ -2.73985211e-02 -7.11686723e-03 2.81231031e-02]]
[[ -7.41813332e-03 1.58695946e-03 4.92201233e-03]
[ -6.39114063e-03 -3.04555241e-03 -4.98467125e-05]
[ -7.40591995e-03 -1.51742585e-02 -1.23881698e-02]]
...,
[[ 1.65374979e-04 -1.56508237e-02 1.29909748e-02]
[ 9.56239551e-03 -1.74167212e-02 3.81449610e-03]
[ 6.00357726e-03 -1.30216787e-02 -8.97895731e-03]]
[[ -1.22529790e-02 7.79251801e-04 7.60978833e-03]
[ -1.57337151e-02 -7.14242412e-03 1.24535607e-02]
[ -1.64353307e-02 -6.27427781e-03 4.47216257e-03]]
[[ -5.41936699e-03 5.13197221e-02 3.25349979e-02]
[ -2.85026594e-03 -4.97853104e-03 -2.40254262e-03]
[ -6.54640002e-03 -1.28223263e-02 -2.04231590e-02]]]
[[[ -9.38230101e-03 -2.11067442e-02 -9.31024645e-03]
[ -1.06021119e-02 -9.18273348e-03 5.73579082e-03]
[ -1.34283202e-02 1.34547502e-02 1.70661751e-02]]
[[ -2.32676533e-03 -4.87081939e-03 1.43845156e-02]
[ -8.44281632e-03 -1.22237029e-02 9.33450647e-03]
[ -8.22603295e-04 -1.46615086e-02 -5.03188418e-03]]
[[ 1.06545193e-02 1.11566181e-03 1.46734864e-02]
[ 1.41244766e-03 -1.35206589e-02 -1.20353764e-02]
[ 1.47656398e-02 5.69202763e-04 1.19174514e-02]]
...,
[[ -3.01213074e-03 -9.69012268e-03 9.85470973e-03]
[ -2.40608165e-03 -8.00785609e-03 1.16659459e-02]
[ -1.16001321e-02 3.46812420e-03 1.47448350e-02]]
[[ -1.99287897e-03 -6.50691567e-03 -4.52181324e-03]
[ 6.61427062e-03 1.41516863e-03 -2.62067560e-03]
[ 1.25729281e-03 1.98172196e-03 -1.67758018e-02]]
[[ 2.01896597e-02 3.58964875e-03 -3.66912136e-04]
[ 1.56776831e-02 2.99719628e-02 -7.27058621e-03]
[ -2.02128813e-02 -9.33549181e-03 -9.57286730e-03]]]
[[[ 2.74745142e-03 -8.13105237e-03 6.65752636e-03]
[ -1.71409231e-02 -8.89124256e-03 -4.43847710e-03]
[ -2.64002979e-02 -2.20287926e-02 -1.52940331e-02]]
[[ -1.18758343e-02 -1.85024049e-02 8.00253917e-03]
[ -8.14526528e-03 -6.85043726e-03 2.71594077e-02]
[ -1.76118817e-02 3.53533798e-03 1.06213167e-02]]
[[ 1.70036231e-03 -9.25442670e-03 1.37747964e-04]
[ 1.23185497e-02 1.43041741e-02 1.46031566e-02]
[ -9.27214324e-03 2.60417728e-04 -9.09564178e-03]]
...,
[[ -5.38998097e-03 -2.36226656e-02 -6.64273789e-03]
[ 1.51849003e-03 -2.14467533e-02 -9.59867612e-03]
[ -4.26450651e-03 -4.31366405e-03 -6.74221592e-05]]
[[ 4.91595175e-03 7.67150056e-03 3.69432243e-03]
[ 9.90573596e-03 4.78223432e-04 6.32567983e-03]
[ -1.34781720e-02 -1.07383607e-02 -1.03220986e-02]]
[[ -8.23478494e-03 1.16052320e-02 3.05250008e-03]
[ -1.08927926e-02 -9.23252944e-03 -9.37956013e-03]
[ -1.19812759e-02 -1.22249769e-02 -3.87695828e-03]]]]
model.arrayOfFunctions[8].W (384, 256, 3, 3)
[[[[ -2.08553504e-02 -3.02941762e-02 -5.76997595e-03]
[ -2.13782303e-02 -1.43922102e-02 2.69593764e-03]
[ -5.99709619e-03 1.61123346e-03 2.01617181e-02]]
[[ -3.94634577e-03 -4.11277590e-03 2.19943281e-02]
[ 7.62607483e-03 2.41486523e-02 3.88918887e-03]
[ -4.36547538e-03 1.33324452e-02 3.74929234e-03]]
[[ 9.55398567e-03 6.75609754e-03 1.91191509e-02]
[ 3.30653526e-02 1.83133408e-02 2.05649640e-02]
[ 9.07174125e-03 -4.62464523e-03 3.92946787e-03]]
...,
[[ 9.44339117e-05 2.39969045e-03 -1.55695453e-02]
[ 8.90351646e-03 1.88225992e-02 -1.41920662e-02]
[ -1.53926061e-02 -7.95739703e-03 -9.76660568e-03]]
[[ -9.98643134e-03 -1.81717786e-03 1.53134726e-02]
[ -2.61326041e-03 -1.71839725e-02 4.04560054e-03]
[ -5.39245177e-03 -1.49751427e-02 -1.04440178e-03]]
[[ 6.47107651e-03 1.38957053e-02 5.60496887e-03]
[ -7.58948224e-03 -5.85047342e-03 -1.07946880e-02]
[ -1.59814022e-02 -2.13281084e-02 -2.62688436e-02]]]
[[[ 3.80797535e-02 1.91183724e-02 -2.62188166e-02]
[ 3.07696555e-02 1.11436639e-02 -3.20703499e-02]
[ -2.59064999e-03 -1.22382613e-02 -4.05097790e-02]]
[[ 7.65552977e-04 -4.11945805e-02 -3.10189649e-02]
[ 5.36161650e-04 -1.90868154e-02 -2.12223623e-02]
[ 1.19217969e-02 -1.62107907e-02 -2.61963811e-02]]
[[ -1.46701997e-02 -1.29946759e-02 -7.24485191e-03]
[ -1.02653224e-02 -1.72973610e-02 -3.47599899e-03]
[ 4.55901172e-04 -9.05094203e-03 -2.41341954e-03]]
...,
[[ -3.03709023e-02 -3.51296440e-02 2.53837346e-03]
[ -3.60513292e-02 -3.01110130e-02 -1.84308374e-04]
[ -2.18172129e-02 -2.23033242e-02 -1.85701177e-02]]
[[ 1.03525845e-02 3.23420228e-03 -3.56501271e-03]
[ 1.95647534e-02 -6.09656051e-03 -1.14500634e-02]
[ -2.53745634e-03 -9.96203162e-03 -7.68283755e-03]]
[[ -1.75521746e-02 7.90540536e-04 4.18240146e-04]
[ -1.00110993e-02 1.72443092e-02 1.96101479e-02]
[ -5.49688190e-03 3.61169316e-03 3.35504813e-03]]]
[[[ 1.67020075e-02 2.78449687e-03 -1.74346962e-03]
[ -1.09382514e-02 -2.96721812e-02 -2.69663315e-02]
[ 7.76582956e-03 -4.61208541e-03 -3.67854675e-03]]
[[ 1.19080329e-02 5.17100841e-03 -1.06142489e-02]
[ -8.24215531e-04 7.02427526e-04 1.41904680e-02]
[ -1.29057182e-04 -6.52478915e-03 1.02695916e-02]]
[[ -4.18205885e-03 -4.79334453e-03 4.12694039e-03]
[ -2.42056255e-03 7.53763085e-03 2.33040601e-02]
[ -3.74788418e-04 -1.28878327e-02 -6.53152587e-03]]
...,
[[ 1.21382559e-02 1.03062764e-02 2.55340012e-03]
[ -3.96063505e-03 -1.17476312e-02 -3.89749696e-03]
[ -1.21391499e-02 -1.65527705e-02 -8.41044448e-03]]
[[ 2.06623226e-03 8.65103491e-03 1.02298614e-02]
[ -2.13859566e-02 -1.35409031e-02 -3.03826900e-03]
[ -1.21607017e-02 -1.74690858e-02 -6.73151435e-03]]
[[ -5.95130317e-04 3.04080965e-03 6.60839118e-03]
[ -7.99383968e-03 -2.08439049e-03 2.08868965e-04]
[ -1.06180310e-02 -1.64930634e-02 -5.35019906e-03]]]
...,
[[[ -8.71128775e-03 -3.39653087e-03 3.64611950e-03]
[ 1.72306728e-02 -1.26586789e-02 -9.73018631e-03]
[ -3.28448275e-03 -3.53449211e-02 -1.33855324e-02]]
[[ -1.60004105e-02 -1.39630707e-02 -3.44367512e-02]
[ -1.11222593e-02 -4.29031551e-02 -4.11834158e-02]
[ 2.27821898e-03 2.13362160e-03 -4.55434853e-03]]
[[ -3.00875381e-02 -5.51403500e-03 7.66017940e-03]
[ -1.21569922e-02 -1.23311402e-02 5.05516585e-03]
[ -7.70398090e-03 -1.71604436e-02 -1.87016942e-03]]
...,
[[ 4.29683272e-03 -7.30612688e-03 -9.54085309e-03]
[ 6.57183398e-03 -1.82243471e-03 2.66074669e-03]
[ -9.75268614e-03 1.12524908e-03 1.61488373e-02]]
[[ -1.00667560e-02 -7.49266334e-03 2.02102419e-02]
[ -3.42895575e-02 -9.19700891e-04 5.33447042e-02]
[ -3.08828559e-02 -1.97495669e-02 2.36580893e-02]]
[[ 1.77359693e-02 1.28111402e-02 7.46903755e-03]
[ 2.12251637e-02 -9.02490516e-04 -1.54705187e-02]
[ 1.55120704e-03 -2.29551946e-03 -7.11104646e-03]]]
[[[ 1.65878818e-03 9.07609798e-03 -1.82311125e-02]
[ 1.52679929e-03 -7.57493544e-03 -2.33546793e-02]
[ -1.23567926e-02 -3.11056878e-02 -3.07186358e-02]]
[[ 1.35378595e-02 2.06246283e-02 5.82436274e-04]
[ 5.83158154e-03 -4.16392926e-03 -2.85483040e-02]
[ 5.48381731e-03 2.63312657e-04 -2.16186214e-02]]
[[ -1.55898631e-02 -3.24164219e-02 -2.97908951e-02]
[ -7.55458232e-03 -2.24467795e-02 -2.17756089e-02]
[ -8.00316688e-03 -1.77385621e-02 -2.00066604e-02]]
...,
[[ -7.90722761e-03 -3.81677249e-03 8.77030380e-03]
[ -8.69030599e-03 -1.14049949e-02 -1.17365899e-03]
[ -1.51246237e-02 -1.51546597e-02 -8.18354450e-03]]
[[ 4.89531877e-03 1.66276488e-02 2.08545998e-02]
[ -6.09369762e-03 1.06873913e-02 8.54734425e-03]
[ -7.94182625e-03 3.79574392e-03 4.35304642e-03]]
[[ 8.24276265e-03 1.06315585e-02 1.03164725e-02]
[ 1.76304393e-02 2.57167909e-02 2.07781587e-02]
[ -2.46430398e-03 -1.64232461e-03 -2.07098061e-03]]]
[[[ 3.25600244e-02 2.93484330e-02 4.44249697e-02]
[ -9.24579892e-03 -2.70943902e-03 2.08986700e-02]
[ -1.11247553e-02 -2.81637404e-02 -6.94858935e-03]]
[[ 5.20810112e-03 1.51807023e-03 1.10150715e-02]
[ -8.08850210e-03 -2.87273922e-03 2.16622022e-03]
[ -1.30693000e-02 -4.13474627e-03 1.92957241e-02]]
[[ -1.67326798e-04 -9.02405940e-03 -1.42579526e-02]
[ 3.62870516e-03 -7.95096066e-03 -1.22542260e-02]
[ 2.65026884e-03 1.65003110e-02 1.40774529e-02]]
...,
[[ 1.19526237e-02 1.49090085e-02 1.11535601e-02]
[ -1.23708788e-02 -1.23550547e-02 2.87642382e-04]
[ 3.38869146e-03 5.11168549e-03 1.02905249e-02]]
[[ 6.37218216e-03 1.35727711e-02 1.15094297e-02]
[ -1.12279234e-02 6.08644914e-03 3.51632829e-03]
[ -1.28607880e-02 -1.03952177e-02 4.91835456e-03]]
[[ 1.15600834e-02 3.01019149e-03 6.13631494e-03]
[ -1.36490986e-02 -1.43985581e-02 -8.41532461e-03]
[ -1.57247111e-02 -1.45046301e-02 -1.27952602e-02]]]]
model.arrayOfFunctions[4].W (256, 96, 5, 5)
[[[[ 6.69719838e-03 -1.21984761e-02 1.25038996e-02 2.30111349e-02
2.65797856e-03]
[ 4.54890430e-02 4.25993763e-02 2.22493466e-02 1.56577732e-02
1.75453164e-02]
[ 4.01507765e-02 6.04301319e-02 4.17151637e-02 1.01900967e-02
8.82760156e-03]
[ 1.49151012e-02 3.09453881e-03 1.22013306e-02 6.13865582e-03
9.79518145e-03]
[ 5.65231452e-03 -4.54146601e-03 -2.54819486e-02 -3.47369611e-02
-4.93654516e-03]]
[[ -4.94603580e-03 -1.03797317e-02 -8.79110210e-03 4.14687162e-03
3.78921255e-03]
[ -1.55654270e-03 -1.03743551e-02 -2.18360405e-02 -1.00466041e-02
-2.40152469e-03]
[ 9.38879326e-03 -1.24901803e-02 -1.14457840e-02 -1.32082943e-02
1.50642509e-03]
[ -2.74602626e-03 -1.14329318e-02 -5.64180827e-03 -5.39923226e-03
-4.17360896e-03]
[ 4.47927974e-03 -3.76031664e-03 9.68133286e-03 1.05831623e-02
-4.87514958e-03]]
[[ 3.93870659e-03 1.74819806e-03 -2.32808366e-02 -3.35238576e-02
-2.39861812e-02]
[ 1.13724060e-02 3.26493643e-02 3.51025760e-02 1.03946226e-02
2.14008614e-03]
[ 2.68754363e-02 5.61346747e-02 8.80498216e-02 6.77505806e-02
1.10590449e-02]
[ 3.00646909e-02 5.72142303e-02 5.97293824e-02 2.05551591e-02
6.43792469e-03]
[ 9.98474937e-03 1.37732932e-02 5.42154582e-03 7.85910618e-03
1.14025166e-02]]
...,
[[ -3.66425444e-03 -2.59290636e-02 6.17049169e-03 1.17262751e-02
-1.36199885e-03]
[ 2.57872697e-02 2.49736924e-02 2.95825256e-03 -4.89492062e-03
4.81890002e-03]
[ 1.78525168e-02 3.58995385e-02 2.37190146e-02 -5.49486326e-03
-2.59234547e-03]
[ -3.51070543e-03 -2.75583076e-03 -1.01952413e-02 -7.76685448e-03
4.43821657e-04]
[ 9.51900845e-04 -5.86734852e-03 -3.33461687e-02 -5.01348153e-02
-9.36668832e-03]]
[[ 1.12360921e-02 -7.58833950e-04 -1.58612821e-02 2.36968114e-03
1.71158332e-04]
[ 4.77289967e-03 7.49111408e-03 -1.61184035e-02 -2.15751156e-02
-2.15240149e-03]
[ 3.69179482e-03 1.22023444e-03 1.37931146e-02 -1.59419924e-02
-1.92872074e-03]
[ -7.42115639e-03 -1.62808597e-02 -1.71461538e-03 1.68118719e-02
2.49125087e-03]
[ -6.53486699e-04 6.68231258e-03 -1.33478502e-03 -7.85501674e-04
5.00455871e-03]]
[[ -1.13675203e-02 2.57136859e-03 -6.77052944e-04 1.33221513e-02
-8.41645896e-03]
[ 1.66248984e-03 3.94659080e-02 4.45412695e-02 2.96415538e-02
-1.29666515e-02]
[ 2.94039585e-03 4.57129814e-02 7.48857334e-02 3.79099660e-02
-1.58978961e-02]
[ 4.83015273e-03 3.15815099e-02 7.34940618e-02 2.92180330e-02
-1.69355273e-02]
[ -7.39749055e-03 1.58799309e-02 3.05063259e-02 2.83269994e-02
-4.80205845e-03]]]
[[[ -2.42268983e-02 9.37068649e-03 -2.96615027e-02 -2.99829654e-02
-8.02316051e-03]
[ -1.68957505e-02 6.08593374e-02 -1.23532861e-02 -1.98170263e-02
-1.27252433e-02]
[ 3.01575940e-03 -3.75512103e-03 -3.84444483e-02 4.30978872e-02
1.14731956e-02]
[ 4.01955917e-02 -4.08899784e-02 -4.19399552e-02 5.98605350e-02
1.79031622e-02]
[ 6.62063481e-03 -5.75728295e-03 2.39146296e-02 4.33034562e-02
3.39027867e-03]]
[[ -4.83440328e-03 9.51422844e-04 -4.51325998e-03 -1.09632006e-02
2.34978113e-04]
[ -7.96744693e-03 -1.43617811e-02 2.77203717e-03 -7.11668795e-03
9.18945018e-03]
[ 9.69423261e-03 -1.63347349e-02 7.52419513e-03 1.68018285e-02
1.96418855e-02]
[ 2.80327387e-02 -1.18058566e-02 -1.31293666e-02 8.43517855e-03
2.52939574e-03]
[ 1.09778121e-02 -1.85806828e-03 -1.02033205e-02 2.04992146e-04
-4.18375799e-04]]
[[ -9.18091182e-03 6.81112986e-04 2.12226603e-02 4.52457480e-02
9.76891816e-03]
[ 1.23682637e-02 -7.06809573e-03 -9.34694409e-02 -1.81915145e-02
-8.06615688e-03]
[ 5.07411314e-04 7.99414963e-02 -1.18899807e-01 -1.45635322e-01
-3.32378335e-02]
[ -2.77515315e-02 1.64726496e-01 5.05585708e-02 -8.58766064e-02
-7.87727721e-03]
[ -3.30239497e-02 6.21306561e-02 3.67770195e-02 -1.75525658e-02
9.58249159e-03]]
...,
[[ -1.24621000e-02 2.50351708e-02 -2.22271923e-02 -1.42163280e-02
6.74374867e-03]
[ -2.13418733e-02 5.01099899e-02 1.97354075e-03 1.21908886e-02
3.42407986e-03]
[ -3.53625685e-04 -1.53399270e-03 -6.13995753e-02 5.31021766e-02
2.54043154e-02]
[ 4.06696536e-02 -2.35852059e-02 -4.16144878e-02 5.12362681e-02
6.27207384e-03]
[ -6.63685892e-03 -9.51790065e-03 1.67596955e-02 2.12660469e-02
-1.38759138e-02]]
[[ 3.81047511e-03 -5.14607225e-03 -1.03510469e-02 -2.41418593e-02
-9.82498098e-03]
[ 6.88026100e-03 -3.96888889e-03 1.23967594e-02 -1.08039994e-02
-4.77111386e-03]
[ 1.15254475e-03 -9.06245410e-03 2.78344955e-02 2.11870465e-02
9.49348696e-03]
[ -2.30959340e-04 -2.79657505e-02 1.21156136e-02 2.59691086e-02
1.31932395e-02]
[ -1.16355228e-03 -2.47448161e-02 -2.44355202e-02 -5.05357329e-03
-3.05227237e-03]]
[[ 4.42154659e-03 9.60191619e-03 2.16751508e-02 -2.24418100e-03
-3.81763116e-03]
[ 1.64153315e-02 -6.36273588e-04 -2.58097704e-02 -3.92860584e-02
-3.01606022e-04]
[ 2.60991231e-02 7.37663805e-02 3.44926603e-02 -4.34869006e-02
-1.91512275e-02]
[ -1.30154537e-02 4.14828658e-02 1.20306350e-01 2.71199533e-04
-1.89071316e-02]
[ -1.77857429e-02 -4.68501216e-03 4.24442701e-02 -5.52037591e-03
-5.90832019e-03]]]
[[[ -7.26127997e-04 -1.94886269e-03 6.06842991e-03 7.44961249e-03
5.11054415e-03]
[ 1.58755144e-03 -3.93338827e-03 -1.69672910e-02 -9.56297590e-05
1.43771581e-02]
[ 4.74664383e-03 -4.16804617e-03 -2.11248994e-02 -1.60473846e-02
6.93004392e-03]
[ 7.71480007e-03 1.83713213e-02 -7.85525516e-03 -1.45533159e-02
-1.39778038e-03]
[ 2.21768976e-03 1.04636494e-02 -3.62932822e-03 -1.08554373e-02
-7.00675650e-03]]
[[ 3.37720546e-03 1.44134497e-03 5.54277748e-02 -2.41273083e-03
-1.76920425e-02]
[ 5.44147054e-03 1.42765502e-02 1.03593796e-01 -8.40888545e-03
-3.00624855e-02]
[ -1.15743848e-02 2.73473617e-02 1.67206824e-01 4.23070751e-02
-2.57968325e-02]
[ 2.16895365e-03 1.30273188e-02 9.63812470e-02 1.05528068e-02
-2.08564810e-02]
[ 8.48577637e-03 1.62869785e-02 3.50632221e-02 7.33118085e-03
-1.30802486e-02]]
[[ -4.75402689e-03 -6.61949627e-04 5.74204838e-03 1.40042044e-02
4.19995422e-03]
[ 4.82726900e-04 -4.37077601e-03 1.49707608e-02 8.34292639e-03
-2.76011671e-03]
[ 7.01169763e-03 -2.72751274e-03 -1.10101816e-03 4.86125937e-04
-7.05671590e-03]
[ 9.35396925e-03 3.22194141e-03 -5.36072475e-04 1.22458693e-02
-9.90889501e-04]
[ -9.78192966e-03 1.95913971e-03 6.08516624e-03 2.85118842e-03
-6.14826847e-03]]
...,
[[ -7.61807058e-03 -9.41592921e-03 -7.06027262e-03 1.50387478e-03
-1.09665636e-02]
[ -7.07853120e-03 -2.22089961e-02 -5.62259275e-03 7.50727893e-04
-5.07928256e-04]
[ -4.10529692e-03 -3.05108074e-02 9.38886683e-03 3.04540154e-04
-5.57542918e-03]
[ 5.22163324e-03 -4.45007253e-03 6.07196765e-04 1.14876106e-02
-2.82882480e-03]
[ 2.29079786e-04 1.08931111e-02 -1.70666631e-03 3.11347749e-03
1.14150241e-03]]
[[ -1.86023957e-04 1.14330417e-02 -3.90338199e-03 -5.67212375e-03
-7.62485992e-03]
[ -1.60234049e-02 1.95971187e-02 -2.73694680e-03 -1.16845993e-02
-1.54389050e-02]
[ -7.07843108e-03 1.48376944e-02 -7.94555433e-03 -9.65552498e-03
2.69211526e-03]
[ -2.00127624e-03 3.26530449e-03 -1.02899643e-02 -8.34312232e-05
9.60398838e-03]
[ -2.63437326e-03 -4.63072443e-03 -1.34917535e-02 -9.09721944e-03
-5.78689273e-04]]
[[ -4.92354343e-03 9.49793728e-04 8.85017961e-03 -5.06940624e-03
-6.08527614e-03]
[ -8.90896842e-03 -4.03987011e-03 2.18945332e-02 -1.08019449e-02
-1.58978701e-02]
[ -2.01716013e-02 -2.14156862e-02 2.06973050e-02 1.85255799e-03
-9.13712475e-03]
[ -1.60103049e-02 -1.50363594e-02 7.09442189e-04 -1.37053314e-03
-1.24110598e-02]
[ 5.02253743e-03 4.48913407e-03 -3.24604847e-03 2.15056329e-03
-6.25898968e-03]]]
...,
[[[ -4.12908476e-03 1.07217375e-02 8.43353383e-03 7.18280813e-03
-1.40986784e-04]
[ 8.91187694e-03 -3.30272480e-03 -2.69745849e-02 -8.39232467e-03
-8.92012194e-03]
[ 2.11004298e-02 -1.02126505e-02 -2.61733718e-02 -1.84070300e-02
-1.83609203e-02]
[ 1.58837941e-02 -1.21000716e-02 -1.02786338e-02 -1.20998612e-02
-1.58893485e-02]
[ 3.94202350e-03 -4.97439585e-04 8.13987199e-03 -1.08131254e-02
-1.19378837e-02]]
[[ -5.03448257e-03 -7.55078392e-03 1.24255341e-04 -4.65732766e-03
-3.61237326e-04]
[ -1.17667634e-02 -1.09334737e-02 -9.96144395e-03 -5.16130181e-04
8.75553640e-04]
[ -1.30504731e-03 7.61829200e-04 -4.07715421e-03 -4.05548560e-03
7.48333841e-05]
[ 1.24695734e-03 -2.63538794e-04 -3.43483919e-03 8.21820649e-05
5.63965272e-03]
[ 4.01394907e-03 -6.74073643e-04 2.07222369e-03 2.77430192e-03
8.39213375e-03]]
[[ -5.07030752e-04 -2.47390643e-02 2.30634771e-03 6.08031545e-03
-1.52839171e-02]
[ -1.51757048e-02 -3.70203368e-02 -3.12152994e-03 4.19733347e-03
-9.22939647e-03]
[ -2.70434227e-02 -5.93958087e-02 -1.12352734e-02 4.79750196e-03
-1.49164128e-03]
[ -3.81990373e-02 -5.49744144e-02 -8.83791782e-03 -7.07741361e-03
-2.56017433e-03]
[ -2.88271848e-02 -3.60714458e-02 -6.55582827e-03 -8.19136971e-04
-1.45055831e-03]]
...,
[[ 2.74515292e-03 2.36976724e-02 2.72752699e-02 2.49959622e-02
1.72929652e-02]
[ 1.08649675e-02 5.85303176e-03 -2.68149450e-02 -6.83634961e-03
1.76901242e-03]
[ 2.95086186e-02 -7.42282113e-03 -2.65051927e-02 -1.13844536e-02
-1.30251693e-02]
[ 3.35310884e-02 -6.98193675e-03 -3.00443405e-03 -3.78190726e-03
-7.33802840e-03]
[ 1.75095554e-02 2.97594583e-03 2.27753678e-03 -5.53223258e-03
-5.35073131e-03]]
[[ -1.96783993e-04 3.51328403e-03 1.77970354e-03 -1.54064456e-02
-1.78767573e-02]
[ 8.96714069e-03 -3.99206299e-03 -2.99238926e-03 -1.09469686e-02
-1.44085642e-02]
[ 1.44986883e-02 1.81283592e-03 -1.63986144e-04 -8.08811467e-03
-2.91405153e-03]
[ 1.85878319e-03 6.46534190e-03 9.60274192e-04 -6.68913824e-03
2.40431586e-03]
[ -7.68842408e-03 8.49176850e-03 1.01885274e-02 -3.65812541e-03
3.59003083e-03]]
[[ -1.92151051e-02 -9.09319893e-03 2.82521034e-03 -1.33579429e-02
-1.82236023e-02]
[ -1.94908101e-02 6.97546126e-03 1.57476738e-02 1.14018354e-03
1.12288969e-03]
[ -1.86747173e-03 1.91912204e-02 2.45387703e-02 4.73557593e-04
-6.60301745e-03]
[ -3.25781410e-03 1.52532011e-03 1.27792507e-02 -1.77034340e-03
-2.92431912e-03]
[ -1.53655624e-02 -1.77507978e-02 5.76959644e-03 -1.00693978e-04
-2.38987152e-04]]]
[[[ 9.38911270e-03 9.70248133e-03 2.30928008e-02 7.38216378e-03
9.74006020e-03]
[ 8.26173835e-03 9.14132595e-03 3.43729742e-02 2.30991654e-02
2.62813047e-02]
[ 1.33357160e-02 1.42155355e-02 2.40723342e-02 1.03295799e-02
2.54145898e-02]
[ 2.75567314e-03 -3.30393523e-04 1.77705893e-03 1.97182424e-04
9.17273480e-03]
[ 1.20731951e-04 -3.41803796e-04 6.45861262e-03 3.78734572e-03
8.19587242e-03]]
[[ 2.68905144e-03 7.30028981e-03 8.32521450e-03 1.15353316e-02
1.55221522e-02]
[ 4.92060138e-03 6.91665243e-03 -1.46676053e-03 -1.13345468e-02
-6.01853104e-03]
[ 5.76091232e-03 1.09777395e-02 -1.49871747e-03 -7.16357492e-03
-7.49205891e-03]
[ 3.63951898e-03 5.63294580e-03 -5.91438031e-03 -1.58002076e-03
-4.16573603e-03]
[ -4.64085344e-04 3.53663391e-03 2.15855325e-04 5.02137793e-03
5.25669288e-03]]
[[ 2.37663276e-03 3.10648838e-03 8.89483746e-03 -5.93855465e-03
-1.64742060e-02]
[ 1.73883662e-02 7.37103727e-03 4.38230112e-03 -1.90635212e-02
-1.65819265e-02]
[ 2.31081806e-02 5.90407150e-03 1.82771645e-02 2.61385017e-03
6.74925325e-03]
[ 1.34516191e-02 4.81261779e-03 1.08766994e-02 9.15890187e-03
5.51454490e-03]
[ 1.53889470e-02 1.72907487e-02 2.63774376e-02 1.78383626e-02
1.01677012e-02]]
...,
[[ 1.97373750e-03 2.13606888e-03 2.36711223e-02 1.90947682e-03
1.01337275e-02]
[ 5.78717142e-03 1.12226335e-02 2.84241121e-02 1.16575034e-02
2.42827237e-02]
[ 2.58774664e-02 2.82348096e-02 3.82067002e-02 1.40126515e-02
2.39016637e-02]
[ -4.61897720e-03 3.34586133e-03 3.32680577e-03 -4.56394674e-03
1.40416203e-02]
[ -8.65751412e-03 -1.11867152e-02 6.40295492e-03 1.28185865e-03
7.68389367e-03]]
[[ -1.14709595e-02 -1.86781865e-03 -1.12257527e-04 -3.98996193e-03
-9.01454687e-03]
[ -2.22210214e-02 -1.66717339e-02 -1.21511035e-02 -8.74298811e-03
-7.59644434e-03]
[ -1.79674309e-02 -1.79528333e-02 -1.62283480e-02 -9.98390000e-03
-6.21806970e-03]
[ -1.77995022e-02 -1.40996957e-02 -1.62571706e-02 -5.07989293e-03
-8.69919022e-04]
[ -5.46056312e-03 -2.31279992e-04 -8.27310421e-03 -9.56445467e-03
-4.31126449e-03]]
[[ 7.40579981e-03 3.53681878e-03 2.82981736e-03 2.83692754e-03
6.07915316e-03]
[ -6.58438588e-03 -1.39884511e-02 -2.28097085e-02 -2.16042157e-02
-9.47946310e-03]
[ -4.75577218e-03 -2.00021174e-02 -2.34831423e-02 -2.46812925e-02
-8.83289706e-03]
[ 1.11253681e-02 -7.66509911e-05 -2.61140475e-03 -1.40670909e-05
8.82429723e-03]
[ 2.20030155e-02 1.46481898e-02 2.29128283e-02 1.51472418e-02
2.51527131e-02]]]
[[[ 5.96756639e-04 -4.92633507e-03 -6.39073923e-03 -6.41051913e-03
-7.88610335e-03]
[ 4.14481387e-03 5.27002616e-04 -2.14357045e-03 1.44628237e-03
2.00017635e-03]
[ 5.13326027e-04 -5.48548484e-03 -9.62924492e-03 -6.65486837e-03
-2.44639535e-03]
[ -2.60136992e-04 -2.81974231e-03 -4.71812999e-03 -5.52949030e-03
-5.32485824e-03]
[ -7.79791595e-03 -4.18335572e-03 -3.19417031e-03 -5.47474250e-03
-7.26667140e-03]]
[[ 6.27573393e-03 2.72163539e-03 1.63410120e-02 5.68536110e-03
4.98444354e-03]
[ 2.37141433e-03 2.22205953e-03 1.20609412e-02 4.01998265e-03
5.64900786e-03]
[ -4.70336527e-03 -1.78026233e-03 3.91357532e-03 -3.51052871e-03
1.52923842e-03]
[ -1.08166253e-02 -4.32003476e-03 1.09242590e-03 -5.00977971e-03
-4.39969730e-03]
[ -9.70785506e-03 -4.40320885e-03 3.22984857e-03 -4.84818406e-03
-4.31136740e-03]]
[[ -1.18488288e-02 -9.59721673e-03 -6.14010170e-03 -2.00703111e-03
-2.57267663e-03]
[ 2.36193719e-03 1.48518488e-03 2.10346072e-03 -2.46260338e-03
-1.17683108e-03]
[ -4.94202552e-03 -5.60067827e-03 -8.15663673e-03 -5.82235167e-03
-1.43302255e-03]
[ -3.55458027e-03 -1.18707694e-05 1.67873118e-03 6.74878829e-05
-3.22267122e-04]
[ -5.13176341e-03 6.05556997e-04 5.02577098e-03 2.51092832e-04
-7.26536207e-04]]
...,
[[ -4.95708315e-03 -9.76185873e-03 -7.24530965e-03 -5.13160136e-03
-6.78584212e-03]
[ 3.68901202e-03 -1.61001447e-03 -4.63497732e-03 2.52216763e-04
4.99928556e-03]
[ -2.86377128e-03 -1.11715989e-02 -1.83914732e-02 -1.20091643e-02
-2.78084166e-03]
[ 7.79005140e-03 5.10931760e-03 2.51496141e-03 1.74621004e-03
7.06412131e-04]
[ 8.14513303e-03 5.43106627e-03 5.54123661e-03 4.80652926e-03
4.59172297e-05]]
[[ 5.79236541e-03 -6.56515651e-04 6.24403683e-03 1.36186900e-02
4.50498378e-03]
[ 1.16869831e-03 1.22260535e-03 1.59529457e-03 1.03404252e-02
4.17572353e-03]
[ 2.20205332e-03 -3.92368156e-03 -3.13105155e-03 5.41685941e-03
1.57487183e-03]
[ 2.72312714e-03 1.74401700e-03 1.65911275e-03 2.99329450e-03
-1.70596049e-03]
[ -1.91719783e-03 4.77594149e-04 2.28509167e-03 2.74850230e-04
-4.53859102e-03]]
[[ 3.88604216e-03 5.83601464e-03 1.03023844e-02 1.10803759e-02
1.04136020e-02]
[ 1.49990879e-02 1.53754130e-02 2.25390438e-02 2.21276172e-02
1.74774975e-02]
[ 1.18560363e-02 1.16894115e-02 1.55556863e-02 1.61488857e-02
1.65115129e-02]
[ 9.55555122e-03 1.29439533e-02 1.42619498e-02 1.18396590e-02
9.05584637e-03]
[ 5.13496250e-03 1.03935031e-02 1.22692157e-02 7.30240345e-03
4.03224770e-03]]]]
model.arrayOfFunctions[0].W (96, 3, 11, 11)
[[[[ 3.50630446e-03 -1.38956951e-02 -2.07328796e-02 ...,
3.41331623e-02 2.10740771e-02 2.60362830e-02]
[ 1.80671215e-02 -1.60608062e-04 -1.28373094e-02 ...,
2.17856672e-02 2.97645628e-02 2.02181898e-02]
[ 2.80588791e-02 2.29507443e-02 2.01876909e-02 ...,
-6.45741224e-02 -1.34916203e-02 2.00375840e-02]
...,
[ -7.55948201e-03 -7.68836867e-03 -2.51051784e-02 ...,
4.26917262e-02 3.12642306e-02 3.34120616e-02]
[ -2.45727540e-04 -2.00031418e-03 7.20829377e-03 ...,
-6.70335395e-03 1.27052581e-02 2.51725595e-02]
[ 1.87909324e-02 8.66514351e-03 1.15985665e-02 ...,
-2.86639687e-02 -1.51513154e-02 8.22509173e-03]]
[[ -6.51691854e-03 8.35410669e-04 3.03569250e-03 ...,
8.91112909e-03 -9.72796604e-03 -9.37007461e-03]
[ -6.07031118e-03 -3.62819061e-03 5.87025657e-03 ...,
2.13351659e-02 2.07668953e-02 1.05928164e-03]
[ -1.59018617e-02 -8.22426472e-03 4.83972719e-03 ...,
-4.02195640e-02 -7.35693658e-03 2.11120192e-02]
...,
[ 1.06687127e-02 1.50524974e-02 9.73688555e-04 ...,
2.40334105e-02 -1.44004738e-02 -2.88838688e-02]
[ -1.08632470e-04 7.34055741e-03 1.43454624e-02 ...,
2.19062455e-02 9.26206354e-03 -1.13179311e-02]
[ 5.79719478e-03 -2.56665424e-03 -5.49237709e-03 ...,
4.89258859e-03 3.19065922e-03 -5.66056045e-03]]
[[ 1.96824386e-03 2.33540628e-02 3.06071322e-02 ...,
-3.55234146e-02 -5.17534688e-02 -4.95414883e-02]
[ -2.36925222e-02 3.27261840e-03 2.40222421e-02 ...,
-4.67946939e-03 -1.15460558e-02 -3.08931824e-02]
[ -4.64302897e-02 -2.40870863e-02 1.45210116e-03 ...,
-2.90984903e-02 -1.28441164e-02 3.83370579e-03]
...,
[ 4.35745483e-03 1.45921540e-02 1.68568343e-02 ...,
1.72159378e-03 -3.94109748e-02 -5.16697541e-02]
[ -1.94593780e-02 -9.13538039e-03 6.79212390e-03 ...,
2.97835339e-02 -3.52311472e-04 -3.41352522e-02]
[ -2.41024550e-02 -3.30652744e-02 -3.14658396e-02 ...,
3.35680135e-02 1.99190993e-02 -7.88432918e-03]]]
[[[ 2.74855476e-02 9.43777896e-03 -2.88233929e-03 ...,
-6.45076344e-03 3.05645459e-04 -9.65133682e-03]
[ 3.09795719e-02 1.43456878e-02 4.37878072e-03 ...,
-3.69356549e-03 6.01005694e-03 -2.02664593e-03]
[ 2.64107827e-02 1.22618256e-02 2.00840202e-03 ...,
-7.86024379e-04 7.39826309e-03 1.87762594e-03]
...,
[ 1.98921170e-02 4.83817980e-03 -4.38463502e-03 ...,
-2.40184891e-04 7.85737857e-03 2.44856789e-03]
[ 1.72016416e-02 -3.90398083e-03 -8.06730706e-03 ...,
-3.58613534e-03 3.92314373e-03 -1.99912419e-03]
[ 4.70100008e-02 1.89361032e-02 4.64350777e-03 ...,
-2.59942585e-03 1.45248347e-03 -1.00954454e-02]]
[[ 5.37699945e-02 3.54404747e-02 1.63119696e-02 ...,
-4.92693298e-02 -3.90848368e-02 -3.99112962e-02]
[ 5.86228818e-02 4.33765724e-02 3.26359645e-02 ...,
-3.75671200e-02 -2.85781212e-02 -3.62950377e-02]
[ 6.12092800e-02 4.40658964e-02 3.00646648e-02 ...,
-3.14006545e-02 -2.29634065e-02 -3.13702188e-02]
...,
[ 3.35032493e-02 1.84995215e-02 9.60134063e-03 ...,
-1.54745420e-02 -7.18047936e-03 -1.75131653e-02]
[ 2.80556977e-02 1.21192448e-02 7.49529526e-03 ...,
-1.20866988e-02 -9.85135697e-03 -1.90381594e-02]
[ 4.88776118e-02 2.76088938e-02 2.16041915e-02 ...,
-1.15248151e-02 -1.61796212e-02 -2.98983883e-02]]
[[ -2.11075391e-03 -6.26503825e-05 -2.32405076e-03 ...,
7.98254460e-03 9.89019778e-03 3.58863105e-03]
[ -5.03928354e-03 -5.72476024e-03 9.18414735e-04 ...,
7.98503868e-03 8.93228501e-03 5.32135426e-04]
[ -6.51327195e-03 -7.34398235e-03 -1.02519793e-02 ...,
6.17169496e-03 7.65798055e-03 4.46558045e-03]
...,
[ -2.00565928e-03 -2.18419218e-03 -3.58992210e-03 ...,
2.24030809e-03 9.16771684e-03 2.12825788e-03]
[ -5.29859029e-03 -7.08537828e-03 -4.93038958e-03 ...,
1.60125433e-03 3.13535333e-03 1.69823528e-03]
[ 5.37897879e-03 -5.48023358e-03 -3.14006861e-03 ...,
-3.19859502e-03 -1.47954223e-03 -1.37183275e-02]]]
[[[ -4.34654346e-03 7.72126624e-03 6.44524768e-03 ...,
1.75786540e-02 7.76260672e-03 -2.62287422e-03]
[ 1.21166715e-02 -5.06338896e-03 -3.29234079e-02 ...,
-1.19640771e-02 -2.27834918e-02 -1.26325646e-02]
[ 5.40763931e-03 -2.48191077e-02 -4.63708397e-03 ...,
-6.81069195e-02 -2.86752302e-02 5.01967221e-03]
...,
[ -2.07036198e-03 1.35565139e-02 1.38884131e-02 ...,
4.17305119e-02 1.09278169e-02 -6.75170496e-03]
[ 5.97577263e-03 2.43930938e-03 -3.29373102e-03 ...,
-2.63927551e-03 -1.04457876e-02 2.17508199e-03]
[ 2.26890109e-03 -7.80663593e-03 -4.84900735e-03 ...,
3.19268962e-04 1.07496027e-02 1.38845546e-02]]
[[ -7.61823822e-03 5.14777377e-03 5.08780213e-05 ...,
1.68649536e-02 7.04056257e-03 -6.28542202e-03]
[ 6.29837904e-03 -7.89357070e-03 -3.94115373e-02 ...,
-2.87599918e-02 -3.74516174e-02 -2.37322841e-02]
[ 8.77554703e-04 -2.50712130e-02 1.18261306e-02 ...,
-9.57913473e-02 -3.70301716e-02 1.19404271e-02]
...,
[ 5.54898567e-03 2.78114714e-02 3.36867087e-02 ...,
6.14929944e-02 1.91574600e-02 -5.85086504e-03]
[ 1.03679691e-02 6.16270024e-03 -8.67789029e-04 ...,
9.47485154e-04 -1.55461561e-02 1.79017626e-03]
[ 6.06728159e-03 -3.66267841e-03 -6.10541971e-03 ...,
-7.07989046e-03 4.45296243e-03 1.21848816e-02]]
[[ -3.91119346e-03 8.98368191e-03 7.25865318e-03 ...,
2.01996956e-02 1.30761340e-02 -7.69787841e-03]
[ 4.72612586e-03 -5.48911002e-03 -4.45178337e-02 ...,
-8.61938205e-03 -2.61093173e-02 -1.73560753e-02]
[ -9.31941904e-03 -3.77764329e-02 -9.56452359e-03 ...,
-7.36909658e-02 -3.14960405e-02 -1.63045202e-04]
...,
[ -1.09258825e-02 9.70941316e-03 1.71856321e-02 ...,
6.50927946e-02 1.80669986e-02 -1.27605377e-02]
[ -8.14994157e-04 1.53845910e-03 -2.97405897e-03 ...,
-7.54542137e-03 -1.71014685e-02 -4.86947829e-03]
[ -2.25580530e-03 -2.95970193e-03 -7.05094542e-03 ...,
-1.54039320e-02 -2.93733808e-03 4.69571259e-03]]]
...,
[[[ -8.73488095e-03 -5.40923746e-03 1.57507192e-02 ...,
3.91597161e-03 6.23667240e-03 2.47723865e-03]
[ -1.19567877e-02 -2.91209798e-02 -3.01055871e-02 ...,
-3.77532914e-02 -2.84141190e-02 -9.03769396e-03]
[ 1.84296467e-03 -2.94285715e-02 -6.76935166e-02 ...,
6.22823462e-02 4.50879685e-04 -1.57190822e-02]
...,
[ -7.40339980e-03 2.90004071e-03 1.54124126e-02 ...,
4.80933525e-02 4.69507836e-02 3.71224694e-02]
[ 3.44093726e-03 -8.06928519e-03 -4.79967427e-03 ...,
-1.47242444e-02 8.62760562e-03 2.25908160e-02]
[ 1.83855481e-02 8.26559123e-03 4.05281270e-03 ...,
-1.66812353e-02 -4.73571615e-03 9.66180861e-03]]
[[ -5.49664581e-03 4.64755995e-03 2.38852315e-02 ...,
-9.32624098e-03 5.88772492e-03 5.64807502e-04]
[ -1.75427385e-02 -3.26358303e-02 -3.33123095e-02 ...,
-4.65246961e-02 -3.34849283e-02 -1.57974176e-02]
[ -5.18625230e-03 -3.45351994e-02 -8.68968070e-02 ...,
1.02241971e-01 1.16693713e-02 -2.29553934e-02]
...,
[ -1.03881899e-02 1.07756788e-02 1.92223303e-02 ...,
8.08705315e-02 7.19245225e-02 4.50581796e-02]
[ 2.73552001e-03 -2.81475228e-03 3.29669705e-03 ...,
-1.71820857e-02 1.25514921e-02 2.21529026e-02]
[ 2.08255667e-02 1.43577782e-02 1.07085769e-04 ...,
-3.17199416e-02 -1.66630000e-02 -5.50775207e-04]]
[[ -4.39981185e-03 8.88206065e-03 2.43234597e-02 ...,
-2.31730398e-02 -6.23148261e-03 -3.34907719e-03]
[ -1.15785915e-02 -1.99241079e-02 -2.19231807e-02 ...,
-5.41544743e-02 -4.42204289e-02 -2.17879824e-02]
[ -9.22237989e-03 -2.63203382e-02 -6.71433285e-02 ...,
8.55823532e-02 -2.47572968e-03 -3.04247737e-02]
...,
[ -5.87421004e-03 1.52472323e-02 2.49800682e-02 ...,
5.77120073e-02 5.54701276e-02 3.90374735e-02]
[ 3.76710296e-03 1.41144195e-03 5.38325729e-03 ...,
-2.06775833e-02 6.96054753e-03 1.75814144e-02]
[ 1.22345975e-02 1.12544773e-02 -3.76417558e-03 ...,
-2.88150460e-02 -1.85125154e-02 -5.16721467e-03]]]
[[[ -5.98300509e-02 -1.87076367e-02 6.10446837e-03 ...,
4.26935069e-02 3.00761219e-02 2.51665935e-02]
[ -7.26076141e-02 -3.20997648e-02 -1.10346479e-02 ...,
4.05719839e-02 2.60019954e-02 1.68179702e-02]
[ -8.50225687e-02 -4.28679809e-02 -2.32433230e-02 ...,
5.18148951e-02 4.22159471e-02 2.76808720e-02]
...,
[ -5.82242683e-02 -5.06815426e-02 -4.76298779e-02 ...,
3.23731974e-02 4.10504490e-02 5.73739745e-02]
[ -5.01134507e-02 -4.33213376e-02 -4.39724103e-02 ...,
1.94517858e-02 3.48048322e-02 5.54667711e-02]
[ -5.18004186e-02 -4.39006202e-02 -4.82894108e-02 ...,
5.31314733e-03 2.28824373e-02 5.86231016e-02]]
[[ -3.38502266e-02 -1.11903250e-02 3.69394594e-03 ...,
2.05686316e-02 1.73572265e-02 1.21073034e-02]
[ -4.01332602e-02 -1.71292983e-02 -3.80712445e-03 ...,
1.79217607e-02 1.22899050e-02 5.84111828e-03]
[ -4.24741767e-02 -2.14240849e-02 -1.40373548e-02 ...,
2.89341789e-02 2.60463841e-02 1.10230539e-02]
...,
[ -2.62860116e-02 -2.64232196e-02 -1.90207157e-02 ...,
1.35962432e-02 1.79983974e-02 2.25532763e-02]
[ -1.99953727e-02 -1.65397152e-02 -1.78557187e-02 ...,
9.95889958e-03 1.56403854e-02 2.04450935e-02]
[ -2.01602653e-02 -1.84954982e-02 -2.05560159e-02 ...,
-1.06404163e-03 5.47305401e-03 1.96888577e-02]]
[[ 3.80528681e-02 2.46315487e-02 8.62591434e-03 ...,
-3.94004211e-02 -3.47534642e-02 -4.26802337e-02]
[ 4.86943759e-02 3.43519226e-02 1.84772015e-02 ...,
-3.43861468e-02 -2.78797075e-02 -3.30529734e-02]
[ 5.25983907e-02 4.48397323e-02 2.77689155e-02 ...,
-3.21917273e-02 -2.65540015e-02 -4.18027230e-02]
...,
[ 3.59943397e-02 3.30776498e-02 3.55813764e-02 ...,
-2.20442284e-02 -3.05918269e-02 -4.63000052e-02]
[ 3.67792286e-02 3.11281253e-02 3.09290644e-02 ...,
-1.30864382e-02 -2.48030238e-02 -4.25463654e-02]
[ 4.22853492e-02 3.14812846e-02 3.08267903e-02 ...,
-6.43811934e-03 -2.28774752e-02 -3.69284898e-02]]]
[[[ -1.51070794e-02 2.40643937e-02 -5.87440841e-03 ...,
2.52969600e-02 -5.02508059e-02 3.67894098e-02]
[ 1.51479254e-02 2.59702583e-03 -1.60955719e-03 ...,
9.36051235e-02 -2.20347960e-02 -1.42185353e-02]
[ 4.99245636e-02 -8.57559815e-02 2.39446964e-02 ...,
2.85544246e-02 3.33917444e-04 -2.44987365e-02]
...,
[ 2.43905727e-02 -2.28489749e-02 -1.55747812e-02 ...,
-8.21277648e-02 -9.19589680e-03 1.44388946e-02]
[ 5.90642402e-03 -3.15550715e-02 2.14863513e-02 ...,
-8.38055760e-02 6.80626929e-02 -2.74066292e-02]
[ -1.90077152e-03 1.97875518e-02 -6.96403766e-03 ...,
6.03279136e-02 3.47872870e-03 -2.24359594e-02]]
[[ -1.96940973e-02 1.81209128e-02 -1.17160603e-02 ...,
3.32071967e-02 -5.43219112e-02 2.93942019e-02]
[ 1.93992034e-02 -1.19393179e-02 -6.86511490e-03 ...,
1.12433098e-01 -1.45629523e-02 -1.43323457e-02]
[ 4.77942713e-02 -9.66367275e-02 3.27548161e-02 ...,
1.98437944e-02 -1.21769393e-02 -1.73698273e-02]
...,
[ 3.11899278e-02 -1.83364470e-02 -3.14605646e-02 ...,
-1.03812456e-01 -2.12364625e-02 2.93976851e-02]
[ 1.85024273e-02 -3.37218046e-02 1.80711821e-02 ...,
-1.12989463e-01 6.28315434e-02 -1.87515654e-02]
[ -8.07152968e-03 1.17952852e-02 -1.99886900e-03 ...,
6.18084930e-02 1.47717297e-02 -1.88486334e-02]]
[[ -2.01300345e-02 1.57419648e-02 -1.26154060e-02 ...,
1.92855988e-02 -5.34850322e-02 3.05744652e-02]
[ 9.80163272e-03 -6.62080338e-03 -3.28384759e-03 ...,
9.14046094e-02 -2.09220424e-02 -5.87834697e-03]
[ 4.24553193e-02 -9.05683935e-02 4.12897393e-02 ...,
3.43924388e-02 6.11993950e-03 -1.23023624e-02]
...,
[ 2.53969040e-02 -1.43293757e-02 -1.93562880e-02 ...,
-9.23642367e-02 1.68501574e-03 3.15580145e-02]
[ 1.07759964e-02 -2.48857867e-02 2.67752409e-02 ...,
-9.71415341e-02 8.06634724e-02 -1.76336076e-02]
[ -2.09591482e-02 1.22483540e-02 -1.20418344e-03 ...,
5.05784526e-02 8.61841347e-03 -1.76089499e-02]]]]
model.arrayOfFunctions[0].b (96, 1, 1)
[[[ -3.53898183e-02]]
[[ -4.74192835e-02]]
[[ -4.58693132e-02]]
[[ -2.99667735e-02]]
[[ -1.93696208e-02]]
[[ -2.09471062e-02]]
[[ -4.59614433e-02]]
[[ -3.82223316e-02]]
[[ -2.92931218e-02]]
[[ -1.49585297e-02]]
[[ -1.50467753e-02]]
[[ -1.25172045e-02]]
[[ -2.22109016e-02]]
[[ -3.04856747e-02]]
[[ -3.41933146e-02]]
[[ -2.05066744e-02]]
[[ -3.20252925e-02]]
[[ -4.46547978e-02]]
[[ -4.17661779e-02]]
[[ -5.00292182e-02]]
[[ -3.90762091e-02]]
[[ -3.19480821e-02]]
[[ -3.58217880e-02]]
[[ 7.08583859e-04]]
[[ -2.53335219e-02]]
[[ -3.77473375e-03]]
[[ 5.68218948e-03]]
[[ -1.40124757e-03]]
[[ -1.08506475e-02]]
[[ 1.23525728e-02]]
[[ -1.35843335e-02]]
[[ -6.45991322e-03]]
[[ -1.63521785e-02]]
[[ -2.26884317e-02]]
[[ -3.97227220e-02]]
[[ -1.96142048e-02]]
[[ -4.26137447e-02]]
[[ -3.79035920e-02]]
[[ -2.90332567e-02]]
[[ -2.01805122e-02]]
[[ -4.59449105e-02]]
[[ -4.41752560e-02]]
[[ -4.55370918e-02]]
[[ -2.89760120e-02]]
[[ -2.76195221e-02]]
[[ -3.11659593e-02]]
[[ -3.62325981e-02]]
[[ -3.56560796e-02]]
[[ -2.47321278e-02]]
[[ -4.27657403e-02]]
[[ -4.08250391e-02]]
[[ -3.28778662e-02]]
[[ -3.26952897e-02]]
[[ -1.82072003e-03]]
[[ -9.50926915e-03]]
[[ 1.25356158e-02]]
[[ -4.00890072e-04]]
[[ -3.29183266e-02]]
[[ -2.65513230e-02]]
[[ -1.64327938e-02]]
[[ -5.08877856e-05]]
[[ -5.42392023e-03]]
[[ -1.76571216e-02]]
[[ -5.69666518e-05]]
[[ -4.35841680e-02]]
[[ -3.65659967e-02]]
[[ -6.62695849e-03]]
[[ -2.94431020e-02]]
[[ -3.49861644e-02]]
[[ 5.28101483e-03]]
[[ 9.40492726e-04]]
[[ 6.86734496e-03]]
[[ -2.90080253e-02]]
[[ -1.13664651e-02]]
[[ -2.56443061e-02]]
[[ -3.44982743e-02]]
[[ -4.27542068e-02]]
[[ -2.55977698e-02]]
[[ -3.45458277e-02]]
[[ -6.33187220e-03]]
[[ -3.51669155e-02]]
[[ -1.64551716e-02]]
[[ -3.12651210e-02]]
[[ -1.43781565e-02]]
[[ -3.73476557e-02]]
[[ -1.83542669e-02]]
[[ -3.88929956e-02]]
[[ -4.21627127e-02]]
[[ -4.18166630e-02]]
[[ -3.72846797e-02]]
[[ -3.30480821e-02]]
[[ -2.33564060e-02]]
[[ -2.93879081e-02]]
[[ -2.55764499e-02]]
[[ -4.20460477e-02]]
[[ -3.74308638e-02]]]
model.arrayOfFunctions[4].b (256, 1, 1)
[[[ 1.54659385e-03]]
[[ -3.46341985e-04]]
[[ -5.81472297e-04]]
[[ 9.74959636e-04]]
[[ -1.56721158e-03]]
[[ 5.92097349e-04]]
[[ 8.10265657e-04]]
[[ 2.28642463e-03]]
[[ -6.86885149e-04]]
[[ -2.35876907e-03]]
[[ -4.99996764e-04]]
[[ -6.39692124e-04]]
[[ -2.72551726e-04]]
[[ 4.56607115e-04]]
[[ 9.33059840e-04]]
[[ -9.54118266e-04]]
[[ -9.32276831e-04]]
[[ 6.09634735e-04]]
[[ -3.03421286e-04]]
[[ 1.65762875e-04]]
[[ 9.13202763e-04]]
[[ -3.15820042e-04]]
[[ 5.70859876e-04]]
[[ -7.50080799e-04]]
[[ 3.77510267e-04]]
[[ 9.43823834e-04]]
[[ 1.76179659e-04]]
[[ 2.82728375e-04]]
[[ 7.03470083e-04]]
[[ 1.30115193e-03]]
[[ 8.98256039e-05]]
[[ 1.05439441e-03]]
[[ 8.74260208e-04]]
[[ -7.91023311e-04]]
[[ -8.47647199e-04]]
[[ 5.31845202e-04]]
[[ 8.83855217e-04]]
[[ -4.29715030e-04]]
[[ -1.41230272e-03]]
[[ 4.38453630e-04]]
[[ 1.59991119e-04]]
[[ -2.42371578e-03]]
[[ -4.43225668e-04]]
[[ 1.06672372e-03]]
[[ -2.74645077e-04]]
[[ -6.72596972e-04]]
[[ 8.86777299e-04]]
[[ 1.12799439e-03]]
[[ -1.65923731e-03]]
[[ 1.11591347e-04]]
[[ 9.41295948e-05]]
[[ -9.35953576e-04]]
[[ 1.37100799e-03]]
[[ -5.58064203e-04]]
[[ -5.12623694e-04]]
[[ -1.21877863e-04]]
[[ -1.55165396e-03]]
[[ 1.48119696e-03]]
[[ -6.08213188e-04]]
[[ 6.15737576e-04]]
[[ 1.06611103e-03]]
[[ -2.11177114e-03]]
[[ 1.17265410e-03]]
[[ 9.41172824e-04]]
[[ -2.34260806e-04]]
[[ -1.25714310e-03]]
[[ 7.28717423e-04]]
[[ -1.12029701e-03]]
[[ 7.24124722e-04]]
[[ 2.45474599e-04]]
[[ -4.40014992e-04]]
[[ 5.77900675e-04]]
[[ -4.08645021e-04]]
[[ -6.82794256e-04]]
[[ -6.41196035e-04]]
[[ -1.08995452e-03]]
[[ -1.45737256e-03]]
[[ 1.94889959e-03]]
[[ 9.58016535e-05]]
[[ 1.66214141e-03]]
[[ 9.56292148e-04]]
[[ -1.53830054e-03]]
[[ -8.30507124e-05]]
[[ 2.25188443e-04]]
[[ 3.44740489e-04]]
[[ -4.55141017e-05]]
[[ 4.74398519e-04]]
[[ -2.06755401e-04]]
[[ -2.70134129e-04]]
[[ 5.03664487e-04]]
[[ -5.31807636e-05]]
[[ -7.32526067e-04]]
[[ 8.92139156e-04]]
[[ 4.53658431e-04]]
[[ 3.33696982e-04]]
[[ -8.10320998e-05]]
[[ -6.64535619e-04]]
[[ 6.34706928e-04]]
[[ 1.78731687e-04]]
[[ -1.36306870e-03]]
[[ -1.66556580e-04]]
[[ 1.69980180e-04]]
[[ -9.40122874e-04]]
[[ 1.40809733e-03]]
[[ 2.93851335e-04]]
[[ 1.58689742e-03]]
[[ -5.49415767e-04]]
[[ 1.49093673e-03]]
[[ -4.09520522e-04]]
[[ -2.73222813e-05]]
[[ 4.63745644e-04]]
[[ 1.38090551e-03]]
[[ 7.09376855e-06]]
[[ 1.44700124e-03]]
[[ -9.72824811e-04]]
[[ 2.14067288e-04]]
[[ 2.18428951e-03]]
[[ -1.18529156e-03]]
[[ -8.70632575e-05]]
[[ 5.27659489e-04]]
[[ 1.37630617e-03]]
[[ -8.86038586e-04]]
[[ -2.68650445e-04]]
[[ 5.26898366e-04]]
[[ 8.82563938e-04]]
[[ 2.26518401e-04]]
[[ 7.43284589e-04]]
[[ 3.51017428e-04]]
[[ -9.63384053e-04]]
[[ -7.05166371e-04]]
[[ -8.78998253e-05]]
[[ -2.67050229e-04]]
[[ 2.94725120e-04]]
[[ 9.53191542e-04]]
[[ 9.48686356e-05]]
[[ -1.70745596e-03]]
[[ -4.55865142e-04]]
[[ 1.36094028e-03]]
[[ 1.06126070e-03]]
[[ 4.95268760e-05]]
[[ 7.58041919e-04]]
[[ 1.23512687e-03]]
[[ -2.03567779e-05]]
[[ -4.94897948e-04]]
[[ -8.20631612e-05]]
[[ -7.72994477e-04]]
[[ 5.41567686e-04]]
[[ -8.50552577e-04]]
[[ 6.75466668e-04]]
[[ 5.70183736e-04]]
[[ 1.05362898e-03]]
[[ -1.05786219e-03]]
[[ -2.38508757e-04]]
[[ -9.97545940e-05]]
[[ -3.83360311e-05]]
[[ 3.06899659e-04]]
[[ 1.17444107e-03]]
[[ -8.67103576e-04]]
[[ -7.96338427e-04]]
[[ 2.37649702e-03]]
[[ 9.53461975e-04]]
[[ -4.41724580e-04]]
[[ -4.04007769e-05]]
[[ 3.89162335e-04]]
[[ -1.15149934e-03]]
[[ -8.43874761e-04]]
[[ 7.33211171e-04]]
[[ -2.86683673e-04]]
[[ 8.08768498e-04]]
[[ 7.69331935e-04]]
[[ 1.81462790e-03]]
[[ 5.50421653e-04]]
[[ 1.12838799e-03]]
[[ 1.66194548e-03]]
[[ -8.42126319e-04]]
[[ 1.78080052e-04]]
[[ -1.29871431e-03]]
[[ 4.60572861e-04]]
[[ -5.42928639e-04]]
[[ 6.97699783e-04]]
[[ 1.02831202e-03]]
[[ 1.29052333e-03]]
[[ 3.14887613e-03]]
[[ 1.03776972e-03]]
[[ 6.93472393e-04]]
[[ 3.81947204e-04]]
[[ 7.12962574e-05]]
[[ 2.00275634e-03]]
[[ 1.39594940e-03]]
[[ 2.82976162e-05]]
[[ -5.25313313e-04]]
[[ 3.53000651e-05]]
[[ 2.05267128e-03]]
[[ -1.77023117e-04]]
[[ -7.71740975e-04]]
[[ -3.02157016e-04]]
[[ -1.15816097e-03]]
[[ -6.49411173e-04]]
[[ -1.12305139e-03]]
[[ 3.31855408e-04]]
[[ -1.07749684e-05]]
[[ 1.48587651e-03]]
[[ -1.46200051e-04]]
[[ 1.22260454e-03]]
[[ 3.04184592e-04]]
[[ 3.96764750e-04]]
[[ 5.10007267e-05]]
[[ -1.11100229e-03]]
[[ -7.16496317e-04]]
[[ 9.80827841e-04]]
[[ 1.77403016e-03]]
[[ -1.01276732e-04]]
[[ -7.09455635e-04]]
[[ -3.20537423e-04]]
[[ 1.09441148e-03]]
[[ 5.08514291e-04]]
[[ -4.04600811e-04]]
[[ -1.22334270e-04]]
[[ 8.04621552e-04]]
[[ -3.97422526e-04]]
[[ 9.97703872e-04]]
[[ -7.14994036e-04]]
[[ -1.36568572e-03]]
[[ -4.94850799e-04]]
[[ 1.00977148e-03]]
[[ 6.67765504e-04]]
[[ 1.44955982e-03]]
[[ 1.96181034e-04]]
[[ -6.95638126e-04]]
[[ -3.67030705e-04]]
[[ -1.15173934e-04]]
[[ -1.24804632e-04]]
[[ -6.89606706e-04]]
[[ -6.16052188e-04]]
[[ -8.84791778e-04]]
[[ -2.55593739e-04]]
[[ 1.02180545e-03]]
[[ -1.73129630e-03]]
[[ -8.25186435e-04]]
[[ 8.57449428e-04]]
[[ 4.29428212e-04]]
[[ 2.71798945e-05]]
[[ 2.32923296e-04]]
[[ -2.02405936e-04]]
[[ -1.05922658e-03]]
[[ 8.72305885e-04]]
[[ 2.50890525e-03]]
[[ 4.42328688e-04]]
[[ -6.36587138e-05]]
[[ 8.87557631e-04]]
[[ -1.11347204e-03]]
[[ -6.50371439e-05]]
[[ -4.68844519e-04]]
[[ 6.79447956e-04]]
[[ 3.62749648e-04]]
[[ 2.86055356e-03]]]
model.arrayOfFunctions[8].b (384, 1, 1)
[[[ -1.60461385e-03]]
[[ -1.28595438e-03]]
[[ 1.74881832e-03]]
[[ 8.75012192e-05]]
[[ 1.56107987e-03]]
[[ -2.52918829e-03]]
[[ 1.24252355e-03]]
[[ 2.59399973e-03]]
[[ -4.62628639e-04]]
[[ -9.52053291e-04]]
[[ -7.11430504e-04]]
[[ -3.62169649e-03]]
[[ 1.00968825e-03]]
[[ 2.85736308e-03]]
[[ 2.18965882e-03]]
[[ 9.99954878e-04]]
[[ 1.91680912e-04]]
[[ 2.84544099e-03]]
[[ -3.98039306e-03]]
[[ 3.28906463e-03]]
[[ 2.74373521e-03]]
[[ 4.11155721e-04]]
[[ -1.91758445e-03]]
[[ 3.41985235e-03]]
[[ -1.97234098e-03]]
[[ -1.94088137e-03]]
[[ 7.06823543e-04]]
[[ 5.85367146e-04]]
[[ -3.85976629e-03]]
[[ 2.24562618e-03]]
[[ -7.65942561e-04]]
[[ 9.72475798e-04]]
[[ -2.72767409e-03]]
[[ 1.76382309e-03]]
[[ 4.38195493e-05]]
[[ 4.69365297e-03]]
[[ -1.02950826e-05]]
[[ 3.05942754e-04]]
[[ -2.14153063e-03]]
[[ -1.35972630e-03]]
[[ -1.50403962e-03]]
[[ 3.06934933e-03]]
[[ 2.38310266e-03]]
[[ -2.10151402e-03]]
[[ 8.16200569e-04]]
[[ 3.39862355e-03]]
[[ -2.07746378e-03]]
[[ -1.20662036e-03]]
[[ -7.33923865e-04]]
[[ 1.72752398e-03]]
[[ -4.97958448e-04]]
[[ -1.64153310e-03]]
[[ -6.93457609e-04]]
[[ 1.36898481e-03]]
[[ -4.14602552e-03]]
[[ 2.01741070e-03]]
[[ -1.01540494e-03]]
[[ 4.22376979e-05]]
[[ -3.39713646e-03]]
[[ -1.32460508e-03]]
[[ 2.17644428e-03]]
[[ 4.72989021e-04]]
[[ -2.14052154e-03]]
[[ 1.70205219e-03]]
[[ -2.59738881e-03]]
[[ -1.92404701e-03]]
[[ -1.67303474e-03]]
[[ 4.09350498e-04]]
[[ 3.60227330e-03]]
[[ 3.21826083e-04]]
[[ -1.10580807e-03]]
[[ -1.66320929e-03]]
[[ -1.55125302e-03]]
[[ -4.50679334e-04]]
[[ 3.19554331e-03]]
[[ 9.18865699e-05]]
[[ -2.29938468e-03]]
[[ -1.43694575e-03]]
[[ -3.59299756e-03]]
[[ -1.27487967e-03]]
[[ 2.91374628e-04]]
[[ 3.88036994e-03]]
[[ -1.08614785e-03]]
[[ -3.33507196e-04]]
[[ -1.74438639e-03]]
[[ -4.22954792e-03]]
[[ -2.35225190e-03]]
[[ -1.12419971e-03]]
[[ 2.42984854e-03]]
[[ 1.96796446e-03]]
[[ -2.37664068e-03]]
[[ -7.76510802e-04]]
[[ 1.08482738e-04]]
[[ 1.17587973e-03]]
[[ -3.52698122e-03]]
[[ 1.71406195e-03]]
[[ -1.55816879e-03]]
[[ -3.59600614e-04]]
[[ 2.22507725e-03]]
[[ -7.28755898e-04]]
[[ -2.19344022e-03]]
[[ 2.83918693e-04]]
[[ 5.71576762e-04]]
[[ -1.75345270e-03]]
[[ -8.27190350e-04]]
[[ -1.03475177e-03]]
[[ -1.40603678e-03]]
[[ -1.60663202e-03]]
[[ -3.56904650e-03]]
[[ -7.43731041e-04]]
[[ -1.43241149e-03]]
[[ -1.48629828e-03]]
[[ 1.05054025e-03]]
[[ -3.45523772e-03]]
[[ -2.59112397e-07]]
[[ -2.12866557e-03]]
[[ 3.10807209e-03]]
[[ 1.36747572e-03]]
[[ 1.92232139e-03]]
[[ 7.51552987e-04]]
[[ -9.30599519e-04]]
[[ 1.01180852e-03]]
[[ -2.56749809e-05]]
[[ -1.62620083e-04]]
[[ 9.30187991e-04]]
[[ 8.81998683e-04]]
[[ -1.65640225e-03]]
[[ -2.41254969e-03]]
[[ -2.91834376e-03]]
[[ -1.29288412e-03]]
[[ -1.63137959e-03]]
[[ -4.72526444e-04]]
[[ 1.55672967e-03]]
[[ 2.41993694e-03]]
[[ -8.76403879e-04]]
[[ 1.91850436e-03]]
[[ -1.43323292e-03]]
[[ -1.94460095e-03]]
[[ 8.84515350e-04]]
[[ -2.73466995e-03]]
[[ 1.63669104e-03]]
[[ -1.22644787e-03]]
[[ 3.02226259e-03]]
[[ -1.02341024e-03]]
[[ 1.28977688e-03]]
[[ 1.87434233e-03]]
[[ -9.03313397e-04]]
[[ 1.93232554e-03]]
[[ 2.69263331e-03]]
[[ -8.11435108e-04]]
[[ -9.82651720e-04]]
[[ 1.57350523e-03]]
[[ -5.88407274e-04]]
[[ 5.05811709e-04]]
[[ -1.18117989e-03]]
[[ 1.02133316e-04]]
[[ -4.81745199e-04]]
[[ -4.03846661e-03]]
[[ -7.46619131e-04]]
[[ -4.53084649e-04]]
[[ -4.73938650e-04]]
[[ 6.83320919e-04]]
[[ -3.43095325e-03]]
[[ -2.33077584e-03]]
[[ -8.96303449e-04]]
[[ 9.32586729e-04]]
[[ -1.06540625e-03]]
[[ -2.14255950e-03]]
[[ 1.19017262e-03]]
[[ 4.31181950e-04]]
[[ -4.14712587e-03]]
[[ -1.49873819e-03]]
[[ 8.38459004e-04]]
[[ 9.96535178e-04]]
[[ -9.57082200e-04]]
[[ -1.51716429e-03]]
[[ -7.17844159e-05]]
[[ -1.51971972e-03]]
[[ 4.80913761e-04]]
[[ -2.10321089e-03]]
[[ 9.06386878e-04]]
[[ -1.82677829e-03]]
[[ 2.31042341e-03]]
[[ -2.49270932e-03]]
[[ 2.55301245e-04]]
[[ 3.00107454e-03]]
[[ -1.30179769e-03]]
[[ 3.32361832e-03]]
[[ -5.09861973e-04]]
[[ -1.29364792e-03]]
[[ 6.58057339e-04]]
[[ 1.16305026e-04]]
[[ -3.33478441e-03]]
[[ 3.26576905e-04]]
[[ -2.76207854e-03]]
[[ -1.36053970e-03]]
[[ -4.40967473e-04]]
[[ 1.77100254e-03]]
[[ 7.06132778e-06]]
[[ -1.15324359e-03]]
[[ 1.51437242e-03]]
[[ 6.18146500e-04]]
[[ 1.74591364e-03]]
[[ -3.25427507e-03]]
[[ 2.27740081e-03]]
[[ 9.59352707e-04]]
[[ 7.89778016e-04]]
[[ -2.13861000e-04]]
[[ -1.55243126e-03]]
[[ 2.36421218e-03]]
[[ -1.68484077e-03]]
[[ -2.39601871e-03]]
[[ 8.65348964e-04]]
[[ -1.10064866e-03]]
[[ -1.18583511e-03]]
[[ 5.50732482e-04]]
[[ -1.20768195e-03]]
[[ 1.52199864e-04]]
[[ 2.78296764e-03]]
[[ -7.95383065e-04]]
[[ -1.87296057e-04]]
[[ -3.92015092e-03]]
[[ 4.85873315e-03]]
[[ 2.86954595e-03]]
[[ -2.05534673e-03]]
[[ 5.89483592e-04]]
[[ 9.68065462e-04]]
[[ -1.53958076e-03]]
[[ 7.65300138e-06]]
[[ 4.40612173e-04]]
[[ -1.92285376e-03]]
[[ -1.74022117e-03]]
[[ -8.76720587e-04]]
[[ 1.34226354e-03]]
[[ -1.18519913e-03]]
[[ -2.55732541e-03]]
[[ 9.77193704e-04]]
[[ -7.18416122e-04]]
[[ -5.53393736e-04]]
[[ 3.81510152e-04]]
[[ -9.62536724e-04]]
[[ 1.62703847e-03]]
[[ -1.83389965e-03]]
[[ -7.09496671e-04]]
[[ -6.35795412e-04]]
[[ 1.33624359e-03]]
[[ 1.70072075e-03]]
[[ -2.52073281e-03]]
[[ 2.88205920e-03]]
[[ -1.61400167e-04]]
[[ -2.42627528e-03]]
[[ -2.17676884e-03]]
[[ 1.13260874e-03]]
[[ -1.72651850e-03]]
[[ 3.84294719e-04]]
[[ -1.12858391e-03]]
[[ -1.55519671e-03]]
[[ -1.06318016e-03]]
[[ -2.20257929e-03]]
[[ -1.47656968e-03]]
[[ -3.82094178e-03]]
[[ 4.31306195e-03]]
[[ -1.23039947e-03]]
[[ 1.16637233e-03]]
[[ -2.13646470e-03]]
[[ 2.75172456e-03]]
[[ -2.67166132e-03]]
[[ -7.87888363e-04]]
[[ 9.41547041e-04]]
[[ -2.54222425e-04]]
[[ -2.88314349e-03]]
[[ -1.86967186e-03]]
[[ 8.99094448e-04]]
[[ 8.81253916e-04]]
[[ 7.85903248e-04]]
[[ -1.12249458e-03]]
[[ 5.40291949e-04]]
[[ -1.48104620e-03]]
[[ -1.19344937e-03]]
[[ 6.53330935e-05]]
[[ -2.82536168e-03]]
[[ -1.25697072e-04]]
[[ 1.51157583e-04]]
[[ 1.09890441e-03]]
[[ -2.17460748e-03]]
[[ -3.22587136e-03]]
[[ -4.99519520e-04]]
[[ -1.89570987e-04]]
[[ -1.06815854e-03]]
[[ 1.80872844e-03]]
[[ 6.35891338e-05]]
[[ -6.78734388e-04]]
[[ 2.61057960e-03]]
[[ -1.58748741e-03]]
[[ 2.51439586e-03]]
[[ 7.73235457e-04]]
[[ 1.78462395e-03]]
[[ -4.16974211e-03]]
[[ -1.17746182e-03]]
[[ -1.32597564e-03]]
[[ -1.12775399e-03]]
[[ 5.47547883e-04]]
[[ -5.35572588e-04]]
[[ -2.11224169e-03]]
[[ 1.73700659e-03]]
[[ -1.89781794e-03]]
[[ 1.25671248e-03]]
[[ -5.87371353e-04]]
[[ -1.04949344e-03]]
[[ -1.27521344e-03]]
[[ -1.95921981e-03]]
[[ 5.43590169e-04]]
[[ 7.86891207e-04]]
[[ -4.39144718e-03]]
[[ -1.02602108e-03]]
[[ 1.23367610e-03]]
[[ 7.95873115e-04]]
[[ 1.95737393e-03]]
[[ -4.60192608e-03]]
[[ -4.30520711e-04]]
[[ -1.46288343e-03]]
[[ 3.59481154e-03]]
[[ 1.17787904e-05]]
[[ 9.75168950e-04]]
[[ -1.82600447e-03]]
[[ 3.99339442e-05]]
[[ -2.99813063e-03]]
[[ 6.59737387e-04]]
[[ -3.96975462e-04]]
[[ -8.60008469e-04]]
[[ -2.30489735e-04]]
[[ 3.18868733e-05]]
[[ 5.19794063e-04]]
[[ -2.13111076e-03]]
[[ 3.92730813e-03]]
[[ -4.54345980e-04]]
[[ -2.27327133e-03]]
[[ -9.08846618e-04]]
[[ -1.60769548e-03]]
[[ -2.06364249e-03]]
[[ -1.49129319e-03]]
[[ -3.31537885e-05]]
[[ -2.15480127e-03]]
[[ 1.93579600e-03]]
[[ -2.73902424e-05]]
[[ -2.23377673e-03]]
[[ 1.25840990e-04]]
[[ -1.65338232e-03]]
[[ -2.16822256e-03]]
[[ -2.10840069e-03]]
[[ -5.81806526e-05]]
[[ -1.99183682e-03]]
[[ -1.13232178e-03]]
[[ 2.64244690e-03]]
[[ -9.05351655e-04]]
[[ -2.55983020e-03]]
[[ 1.10700005e-03]]
[[ 7.40605537e-05]]
[[ 1.93109189e-03]]
[[ -1.10939762e-03]]
[[ -1.41884678e-03]]
[[ 1.25081418e-03]]
[[ -1.87363825e-03]]
[[ 1.53958637e-04]]
[[ -2.65180250e-03]]
[[ -5.49575780e-04]]
[[ 5.27946185e-03]]
[[ -1.73779670e-03]]
[[ 1.77678373e-03]]
[[ -1.20022579e-03]]
[[ 9.66980064e-04]]
[[ -1.58740941e-03]]
[[ -2.51133286e-04]]
[[ -2.79211625e-03]]
[[ -5.47160394e-04]]
[[ -2.98593368e-04]]
[[ -1.33455684e-03]]
[[ -6.37479534e-04]]
[[ -2.80379807e-03]]
[[ -1.52444933e-03]]
[[ -8.88288603e-04]]
[[ -3.76210548e-03]]
[[ 3.40375095e-03]]
[[ -1.99610996e-03]]]
model.arrayOfFunctions[10].b (384, 1, 1)
[[[ 7.29935383e-03]]
[[ -2.53453129e-03]]
[[ 9.43936128e-03]]
[[ 6.73221098e-03]]
[[ 6.13604160e-03]]
[[ -2.24132696e-03]]
[[ 6.53388095e-04]]
[[ 1.38618867e-03]]
[[ 4.07885714e-03]]
[[ 3.96582298e-03]]
[[ -5.34524093e-04]]
[[ 5.84358070e-03]]
[[ 4.47732490e-03]]
[[ 2.30852980e-03]]
[[ 6.90141832e-03]]
[[ 2.32066121e-03]]
[[ -3.75615875e-03]]
[[ 4.51081060e-03]]
[[ 1.66089332e-03]]
[[ 2.39722338e-03]]
[[ 7.05153868e-03]]
[[ 4.02211072e-03]]
[[ -2.34933663e-03]]
[[ 2.17657676e-03]]
[[ 3.28361173e-03]]
[[ 6.01658830e-03]]
[[ 1.54623156e-03]]
[[ -9.70368972e-04]]
[[ 4.23758640e-04]]
[[ -4.81655588e-03]]
[[ 3.57985683e-03]]
[[ 3.02143488e-03]]
[[ -7.78917409e-03]]
[[ 3.47019243e-03]]
[[ 6.47800451e-04]]
[[ 1.46629207e-03]]
[[ 1.33901311e-03]]
[[ 1.32042053e-03]]
[[ 9.79429926e-04]]
[[ 2.66975164e-03]]
[[ 3.81332752e-03]]
[[ 6.36676792e-03]]
[[ 1.74224912e-03]]
[[ 1.23969261e-02]]
[[ 1.09136179e-02]]
[[ -3.19888839e-03]]
[[ -1.44809266e-04]]
[[ -1.06916770e-04]]
[[ 5.57810208e-03]]
[[ -1.29649986e-03]]
[[ 5.84544241e-03]]
[[ 1.10036659e-03]]
[[ -2.45401124e-03]]
[[ -4.00600163e-03]]
[[ 3.55364685e-03]]
[[ 5.96689619e-03]]
[[ -1.78407077e-04]]
[[ 7.22570485e-03]]
[[ 4.65596747e-03]]
[[ -7.03810831e-04]]
[[ 8.77624191e-03]]
[[ -1.30350643e-03]]
[[ 6.07043877e-03]]
[[ 4.58208285e-03]]
[[ 1.30826072e-03]]
[[ -5.98225184e-03]]
[[ 4.45964886e-03]]
[[ 2.74521695e-03]]
[[ 4.18358250e-03]]
[[ 1.36409153e-03]]
[[ -7.57205812e-03]]
[[ -6.90531451e-03]]
[[ 6.41047023e-03]]
[[ 3.26649984e-03]]
[[ 8.53481796e-03]]
[[ 2.10133311e-03]]
[[ 1.61515351e-03]]
[[ 1.67622045e-03]]
[[ 5.50375599e-03]]
[[ 4.70015639e-03]]
[[ -4.15864028e-03]]
[[ 1.00022244e-05]]
[[ 2.80799065e-03]]
[[ -6.56693196e-03]]
[[ -1.47149116e-02]]
[[ 6.07886631e-03]]
[[ 1.02343934e-03]]
[[ -2.24775216e-03]]
[[ -1.02268846e-03]]
[[ -8.58524349e-03]]
[[ 4.58888058e-03]]
[[ -9.94981546e-03]]
[[ -2.80245021e-03]]
[[ 1.21658074e-03]]
[[ -4.23013512e-03]]
[[ 7.38513935e-03]]
[[ 2.95906153e-04]]
[[ 1.76752906e-03]]
[[ -7.62445386e-03]]
[[ 5.51386271e-03]]
[[ 5.54858102e-03]]
[[ -6.10412518e-03]]
[[ 7.57279573e-03]]
[[ -6.16915291e-03]]
[[ 2.04723957e-03]]
[[ -2.04378110e-03]]
[[ -4.01443196e-03]]
[[ -2.03545112e-03]]
[[ 6.98375003e-03]]
[[ 1.34219916e-03]]
[[ 3.02804448e-03]]
[[ -3.63958097e-04]]
[[ -4.01804084e-03]]
[[ -9.95656475e-03]]
[[ 3.51602025e-03]]
[[ 3.64147476e-03]]
[[ -4.70502488e-03]]
[[ 1.72881503e-03]]
[[ 1.99005380e-03]]
[[ 2.12007225e-03]]
[[ 3.40347271e-03]]
[[ -1.16834498e-03]]
[[ 2.70389835e-03]]
[[ -7.91459717e-03]]
[[ -1.80001662e-03]]
[[ 6.64154941e-04]]
[[ 6.23754831e-03]]
[[ -2.06041872e-03]]
[[ -7.23031524e-04]]
[[ 4.61859861e-03]]
[[ -2.20522494e-03]]
[[ -9.95129440e-03]]
[[ -2.68858369e-03]]
[[ -2.42473805e-04]]
[[ 2.19480880e-03]]
[[ 3.57784331e-03]]
[[ 7.77497189e-03]]
[[ -1.32371681e-02]]
[[ 3.89370462e-03]]
[[ 5.86173916e-03]]
[[ -7.27701187e-03]]
[[ 1.47217675e-03]]
[[ 3.25637008e-03]]
[[ -1.06442049e-02]]
[[ 5.23601240e-03]]
[[ 4.86454228e-03]]
[[ 5.23007149e-03]]
[[ -3.02903494e-03]]
[[ -6.03916007e-04]]
[[ 7.46801775e-03]]
[[ 4.17061616e-03]]
[[ -3.01105343e-03]]
[[ 1.63367763e-03]]
[[ 1.71789725e-04]]
[[ 2.59480299e-03]]
[[ -7.19646865e-04]]
[[ 5.80907625e-04]]
[[ 7.33226398e-03]]
[[ 1.04136416e-03]]
[[ 6.83375401e-04]]
[[ 7.12243887e-03]]
[[ 1.68310432e-03]]
[[ -1.87286956e-03]]
[[ 1.65564113e-03]]
[[ -3.44711100e-03]]
[[ -2.40923627e-03]]
[[ 5.87762287e-03]]
[[ 3.88579955e-03]]
[[ 1.76822627e-03]]
[[ 5.36190905e-03]]
[[ 7.25457678e-03]]
[[ -3.57512664e-03]]
[[ 1.50419190e-03]]
[[ 5.23424475e-03]]
[[ 3.50002293e-03]]
[[ 1.29637262e-03]]
[[ -6.08383234e-05]]
[[ -9.67867454e-05]]
[[ 1.35645119e-03]]
[[ -3.53247044e-03]]
[[ -2.25797947e-03]]
[[ 2.46400991e-03]]
[[ -1.36948749e-02]]
[[ -4.92407940e-03]]
[[ -9.57907585e-04]]
[[ -2.77644186e-03]]
[[ -9.51686129e-03]]
[[ 3.93774919e-03]]
[[ 6.12193020e-03]]
[[ 3.77001194e-03]]
[[ 5.94273349e-03]]
[[ 2.27810303e-03]]
[[ -2.89624860e-03]]
[[ -6.00876752e-03]]
[[ 2.53537926e-03]]
[[ -4.54211986e-04]]
[[ -2.80898763e-04]]
[[ -4.66060545e-03]]
[[ 3.91463842e-03]]
[[ -3.92910745e-03]]
[[ 1.32322824e-02]]
[[ 1.67393917e-03]]
[[ -5.09138103e-04]]
[[ 5.84614044e-03]]
[[ 3.84498527e-03]]
[[ -1.29137433e-03]]
[[ -3.33356380e-04]]
[[ 4.03800560e-03]]
[[ -3.70385242e-03]]
[[ -9.03633772e-04]]
[[ -3.35254637e-03]]
[[ 9.38976277e-03]]
[[ -6.52486400e-04]]
[[ 1.24308106e-03]]
[[ -1.95526681e-03]]
[[ -3.21196858e-03]]
[[ 4.06989921e-03]]
[[ 8.85736477e-03]]
[[ 1.70666404e-04]]
[[ 1.90110330e-03]]
[[ 3.56244971e-03]]
[[ 1.27798365e-03]]
[[ 8.68342444e-03]]
[[ 1.07821468e-02]]
[[ 6.84251264e-03]]
[[ 2.57912581e-03]]
[[ -1.34556666e-02]]
[[ 4.50904528e-03]]
[[ 2.74972618e-03]]
[[ -7.30031577e-04]]
[[ 2.11902382e-03]]
[[ 9.01243184e-03]]
[[ 9.68905399e-04]]
[[ 1.11075724e-02]]
[[ 4.71027708e-03]]
[[ 2.43635755e-03]]
[[ -6.01673126e-03]]
[[ -5.08517353e-03]]
[[ 6.32726646e-04]]
[[ 2.85827415e-03]]
[[ 2.24761409e-03]]
[[ -1.43026700e-02]]
[[ -2.11686175e-03]]
[[ -6.91643334e-04]]
[[ 2.95068510e-03]]
[[ 2.76568322e-03]]
[[ -1.43619301e-03]]
[[ -1.04174707e-02]]
[[ -1.77693041e-03]]
[[ 2.45477119e-03]]
[[ 4.58042370e-03]]
[[ 3.44831310e-03]]
[[ -3.59638873e-03]]
[[ -2.45127268e-03]]
[[ 1.45211315e-03]]
[[ 2.02802685e-03]]
[[ 2.67817429e-03]]
[[ 5.22616878e-03]]
[[ -2.40035425e-03]]
[[ 5.67825744e-04]]
[[ 6.03199704e-03]]
[[ 4.63121850e-03]]
[[ -5.98594500e-03]]
[[ 2.65995064e-03]]
[[ 2.84565962e-03]]
[[ 1.39044505e-03]]
[[ 4.61196527e-03]]
[[ 2.32169079e-03]]
[[ 5.94796566e-03]]
[[ 2.79409741e-03]]
[[ 8.71647149e-03]]
[[ -5.16217249e-03]]
[[ 8.02590046e-03]]
[[ 2.79082707e-03]]
[[ -1.55508984e-03]]
[[ 4.23688348e-03]]
[[ -1.64323879e-04]]
[[ 4.27698204e-03]]
[[ 3.55860498e-03]]
[[ -5.12660388e-03]]
[[ 4.73230332e-03]]
[[ -3.48831061e-03]]
[[ -5.80920931e-03]]
[[ 5.31387562e-03]]
[[ 7.94905517e-03]]
[[ 5.98585885e-03]]
[[ 4.78884717e-03]]
[[ -1.14861759e-03]]
[[ 7.93176424e-03]]
[[ 7.98244309e-03]]
[[ 7.58342270e-04]]
[[ 1.25183098e-04]]
[[ -4.75351058e-04]]
[[ -5.68136224e-04]]
[[ 3.53127578e-03]]
[[ 1.29672547e-03]]
[[ 6.54451491e-04]]
[[ -4.47931187e-03]]
[[ -3.35300807e-03]]
[[ 1.66140427e-03]]
[[ -8.97462014e-03]]
[[ -1.28920656e-03]]
[[ -3.97370290e-03]]
[[ -6.68139476e-03]]
[[ 4.98431968e-03]]
[[ 1.00234314e-03]]
[[ -4.87644598e-03]]
[[ 3.80462880e-05]]
[[ -2.78848247e-03]]
[[ 3.55795212e-03]]
[[ -1.24897519e-02]]
[[ -5.40091004e-03]]
[[ -1.95282523e-03]]
[[ 5.64488489e-03]]
[[ 6.99248025e-03]]
[[ -5.07098995e-03]]
[[ -8.82421993e-03]]
[[ -5.73805952e-03]]
[[ -4.46794555e-03]]
[[ 3.24131572e-03]]
[[ -2.01784051e-03]]
[[ -3.99981579e-03]]
[[ -1.26863169e-02]]
[[ -8.76523182e-03]]
[[ 2.32214713e-03]]
[[ -1.21620595e-02]]
[[ -1.20507798e-03]]
[[ -5.18815126e-03]]
[[ 1.63421291e-03]]
[[ -1.58054265e-03]]
[[ 5.57434419e-03]]
[[ -3.35569796e-03]]
[[ -1.44361140e-04]]
[[ -3.56995314e-03]]
[[ -4.06348985e-03]]
[[ -7.91973900e-03]]
[[ 1.04436833e-04]]
[[ -6.34147553e-03]]
[[ 4.91589541e-03]]
[[ -2.34762716e-04]]
[[ 6.70872303e-03]]
[[ 5.77867869e-03]]
[[ 7.32813403e-03]]
[[ -5.12186321e-04]]
[[ 1.02546737e-02]]
[[ -5.75269386e-03]]
[[ 6.71126973e-03]]
[[ -3.95489438e-03]]
[[ 1.06354393e-02]]
[[ 5.06535685e-03]]
[[ -2.89700902e-03]]
[[ 6.32879557e-03]]
[[ 9.94270016e-03]]
[[ 5.09785768e-03]]
[[ 1.07049970e-02]]
[[ 3.57413664e-03]]
[[ -1.02145094e-02]]
[[ -4.83709900e-03]]
[[ -6.71381177e-03]]
[[ 5.09546418e-03]]
[[ 5.91798080e-03]]
[[ -2.01624748e-03]]
[[ 9.57042258e-03]]
[[ -8.86487775e-03]]
[[ 3.99406487e-03]]
[[ -1.69123651e-03]]
[[ -8.06227094e-04]]
[[ 1.29556365e-03]]
[[ 5.13400929e-03]]
[[ -1.34546356e-03]]
[[ -5.03494637e-04]]
[[ -4.64008981e-03]]
[[ 7.91762862e-03]]
[[ -2.07599183e-03]]
[[ -5.97513886e-03]]
[[ 3.47718853e-03]]
[[ -8.29281576e-04]]
[[ 9.37323843e-04]]
[[ 6.39666803e-04]]
[[ 9.59194545e-03]]
[[ -6.27260248e-04]]
[[ 3.66546540e-03]]
[[ 4.63187607e-05]]
[[ 2.85311253e-03]]]
model.arrayOfFunctions[12].b (256, 1, 1)
[[[ 0.02651054]]
[[-0.00101008]]
[[-0.00301023]]
[[ 0.02489997]]
[[ 0.0063446 ]]
[[ 0.00300718]]
[[-0.00589546]]
[[ 0.02172735]]
[[ 0.0185805 ]]
[[-0.01040115]]
[[ 0.00810368]]
[[ 0.00120332]]
[[ 0.01912547]]
[[ 0.02710873]]
[[-0.01284203]]
[[ 0.00889538]]
[[-0.00284016]]
[[-0.00991187]]
[[-0.0060241 ]]
[[-0.00246874]]
[[ 0.00922617]]
[[ 0.01952625]]
[[-0.00737511]]
[[ 0.00519658]]
[[ 0.00418486]]
[[ 0.01111927]]
[[ 0.02239214]]
[[ 0.00829276]]
[[ 0.01683926]]
[[-0.00672004]]
[[ 0.00985451]]
[[ 0.00297165]]
[[ 0.00802291]]
[[ 0.01641641]]
[[-0.01988816]]
[[ 0.01481752]]
[[-0.01184699]]
[[-0.00140965]]
[[ 0.00699946]]
[[ 0.03754394]]
[[ 0.02011681]]
[[ 0.00549934]]
[[-0.00416629]]
[[-0.00204212]]
[[ 0.00617189]]
[[ 0.02392024]]
[[ 0.01700216]]
[[-0.00775683]]
[[ 0.01105026]]
[[-0.00410006]]
[[ 0.00564627]]
[[ 0.02387622]]
[[ 0.0011308 ]]
[[-0.00509621]]
[[ 0.02724451]]
[[ 0.01369334]]
[[-0.00206334]]
[[ 0.00900764]]
[[ 0.0055858 ]]
[[ 0.03695617]]
[[ 0.00040773]]
[[-0.01331673]]
[[ 0.02646452]]
[[ 0.00826767]]
[[ 0.00156163]]
[[ 0.00298705]]
[[-0.00858274]]
[[ 0.00825534]]
[[ 0.01310915]]
[[-0.003772 ]]
[[-0.00579128]]
[[-0.00656135]]
[[-0.01277156]]
[[ 0.00039956]]
[[-0.02830159]]
[[ 0.01355497]]
[[-0.00160903]]
[[ 0.05324817]]
[[ 0.00756532]]
[[ 0.00700077]]
[[-0.00341711]]
[[ 0.02898169]]
[[ 0.00206519]]
[[ 0.01734134]]
[[ 0.08066801]]
[[ 0.01365172]]
[[-0.0066456 ]]
[[ 0.01412544]]
[[ 0.0061941 ]]
[[ 0.01284526]]
[[ 0.01573893]]
[[ 0.00631544]]
[[ 0.0160153 ]]
[[ 0.01169803]]
[[ 0.00625251]]
[[-0.00446601]]
[[ 0.00782387]]
[[-0.00665642]]
[[-0.00073686]]
[[ 0.01157304]]
[[ 0.01752696]]
[[-0.00152505]]
[[ 0.00064605]]
[[ 0.00500259]]
[[ 0.03237092]]
[[ 0.06123654]]
[[ 0.01126021]]
[[ 0.00796874]]
[[-0.00241446]]
[[ 0.01237288]]
[[ 0.00298083]]
[[-0.02051899]]
[[-0.00958695]]
[[ 0.04230217]]
[[-0.00333073]]
[[ 0.03969416]]
[[-0.01507497]]
[[ 0.01542009]]
[[ 0.02151744]]
[[-0.00522982]]
[[ 0.01345223]]
[[-0.00333888]]
[[-0.00960646]]
[[ 0.00459779]]
[[ 0.01151735]]
[[-0.01215454]]
[[ 0.01959642]]
[[-0.0028333 ]]
[[ 0.01555757]]
[[ 0.01138003]]
[[ 0.00774891]]
[[-0.00587849]]
[[ 0.03726641]]
[[ 0.00723847]]
[[ 0.02211347]]
[[-0.00400062]]
[[ 0.01820155]]
[[ 0.00623327]]
[[ 0.02639525]]
[[ 0.02614302]]
[[-0.00373113]]
[[ 0.01282102]]
[[-0.01433815]]
[[-0.00348015]]
[[ 0.00401097]]
[[ 0.02026843]]
[[ 0.00867012]]
[[-0.01725974]]
[[-0.00390059]]
[[ 0.02984911]]
[[ 0.02724557]]
[[ 0.02036216]]
[[ 0.00306827]]
[[ 0.01820226]]
[[ 0.00863876]]
[[-0.00644812]]
[[-0.00660173]]
[[-0.00534763]]
[[ 0.0005005 ]]
[[ 0.00820748]]
[[ 0.00621813]]
[[ 0.03022935]]
[[-0.02277677]]
[[ 0.02960794]]
[[-0.00578407]]
[[ 0.01290877]]
[[ 0.01224301]]
[[ 0.00831036]]
[[ 0.01434463]]
[[-0.01708207]]
[[ 0.00127499]]
[[ 0.00025322]]
[[ 0.02950587]]
[[-0.00287441]]
[[-0.01850838]]
[[ 0.01104375]]
[[-0.01532655]]
[[ 0.00929137]]
[[ 0.02051125]]
[[ 0.01503357]]
[[-0.00783435]]
[[ 0.00261072]]
[[ 0.00864326]]
[[ 0.01054017]]
[[ 0.00425354]]
[[-0.00955538]]
[[-0.00819301]]
[[ 0.0142047 ]]
[[-0.00254783]]
[[ 0.02811738]]
[[ 0.0040215 ]]
[[-0.00817775]]
[[ 0.00855171]]
[[-0.00637737]]
[[ 0.0102307 ]]
[[-0.00883517]]
[[ 0.01387073]]
[[ 0.00118624]]
[[ 0.0444 ]]
[[ 0.00767692]]
[[ 0.03144146]]
[[-0.02021633]]
[[ 0.00511655]]
[[-0.00345583]]
[[ 0.01787854]]
[[ 0.02736125]]
[[ 0.03941891]]
[[ 0.00485986]]
[[ 0.03069639]]
[[ 0.00778336]]
[[ 0.01907619]]
[[ 0.02609433]]
[[ 0.01595007]]
[[-0.00177457]]
[[-0.01701943]]
[[ 0.01862255]]
[[ 0.00582845]]
[[-0.00345181]]
[[-0.00307556]]
[[ 0.02011203]]
[[ 0.02729535]]
[[-0.01131559]]
[[ 0.02093802]]
[[ 0.01718161]]
[[ 0.00459861]]
[[ 0.05347018]]
[[ 0.00270376]]
[[ 0.0211193 ]]
[[-0.02182792]]
[[-0.00816326]]
[[-0.00304276]]
[[ 0.02008262]]
[[ 0.02894582]]
[[-0.0110533 ]]
[[-0.00119522]]
[[ 0.00250964]]
[[ 0.01097917]]
[[-0.00819697]]
[[ 0.04347165]]
[[ 0.00965782]]
[[-0.00187514]]
[[ 0.00690964]]
[[-0.00852895]]
[[-0.00660993]]
[[-0.03213154]]
[[ 0.01988799]]
[[ 0.02064049]]
[[-0.00868722]]
[[ 0.00941681]]
[[-0.00256085]]
[[ 0.04103824]]
[[ 0.0520768 ]]
[[ 0.01931285]]
[[-0.00266229]]
[[ 0.02894709]]
[[ 0.02723402]]]
model.arrayOfFunctions[15].arrayOfFunctions[0].b (4096,)
[ 0.00439694 -0.0006754 0.0028658 ..., 0.00680332 0.0025283
0.00302477]
model.arrayOfFunctions[17].arrayOfFunctions[0].b (4096,)
[ 0.01187512 0.02000055 0.00595837 ..., 0.02082521 0.01082246 0.015564 ]
model.arrayOfFunctions[19].b (1000,)
[ -1.29500637e-02 2.89597013e-03 -5.24822343e-03 -8.44752137e-03
1.77988282e-03 -1.69690349e-03 1.12689603e-02 -7.35673914e-03
-1.30422693e-02 -1.79991052e-02 -1.94467716e-02 -1.58345029e-02
-4.37695533e-04 -4.67045745e-03 -5.18501969e-03 -8.72209109e-03
-4.81168833e-03 -4.03746590e-03 -1.16221951e-02 -6.16759667e-03
-6.65784391e-05 7.86450040e-03 -2.29683658e-03 -1.14905937e-02
-1.06872376e-02 3.66675784e-03 -1.26435673e-02 -8.29939730e-03
2.75216484e-03 -1.30725594e-03 3.46196606e-03 -9.37383622e-03
-5.26162237e-03 -3.54038482e-03 6.22636359e-03 -1.67948324e-02
-4.72843088e-03 1.44107174e-03 -6.16718270e-03 9.26524308e-03
-1.04761671e-03 3.28019867e-03 1.29573978e-03 -1.96132367e-03
9.96486936e-03 1.16048083e-02 6.96077291e-03 1.66553557e-02
1.18997470e-02 1.79330371e-02 1.81789771e-02 3.76406661e-03
-7.96155364e-05 2.54378514e-03 -1.34355109e-02 -5.75422309e-04
-1.50707895e-02 6.79222308e-03 3.15372795e-02 1.25903254e-02
-2.85145640e-02 1.28609389e-02 5.64769330e-03 1.00694392e-02
1.07545136e-02 5.56407217e-03 -6.19447185e-03 1.29939150e-02
-1.28732054e-02 9.59372800e-03 -7.61135016e-03 9.98892449e-03
1.44146010e-02 -1.11022117e-02 -1.24684479e-02 9.50950570e-03
1.45313991e-02 7.70533830e-03 -1.27831716e-02 9.98566672e-03
-1.54644987e-02 -9.96312872e-03 -5.27679315e-03 -1.91417858e-02
-9.82918590e-03 -1.76602241e-03 -8.07532389e-03 7.06661912e-03
-2.54426547e-03 -2.47353059e-03 -1.52072525e-02 2.51627946e-03
-1.41093042e-02 5.74104767e-03 4.80369106e-03 -1.28619876e-02
-7.08404183e-03 -8.83686822e-03 -7.16061471e-03 -1.97685026e-02
-1.38851702e-02 -1.46478158e-03 -5.04139299e-03 1.59228109e-02
7.46224448e-03 2.59071472e-03 4.39272216e-03 -2.50804797e-03
3.81661695e-03 -1.35017075e-02 -3.49068008e-02 -9.20151267e-03
4.69476869e-03 8.22975207e-03 -5.12155797e-03 -1.27629973e-02
1.76750906e-02 -2.73750280e-03 5.29000442e-03 5.70024655e-04
1.96944587e-02 -5.33782458e-03 1.65069066e-02 1.39143842e-03
4.24154510e-04 6.20162161e-03 -1.44989714e-02 -1.36319241e-02
-3.19025479e-03 -4.46069287e-03 -1.95525065e-02 -3.69580952e-03
3.11904191e-03 4.84696496e-03 -3.06105763e-02 -9.39614139e-03
-1.25753311e-02 -1.05635738e-02 -2.85275537e-03 -8.67233519e-03
-5.27088484e-03 -1.22681558e-02 -1.23589719e-02 -1.70699134e-02
-1.22219492e-02 -1.86195970e-02 2.33392487e-03 -8.73658399e-04
-1.61430426e-03 -2.06199382e-03 -7.19206524e-04 1.09439641e-02
-2.51235738e-02 1.41615132e-02 -7.37307128e-03 1.24703329e-02
4.73383954e-03 -4.41652490e-03 -1.21074142e-02 6.00477681e-03
-8.15228280e-03 2.02034172e-02 1.69531871e-02 -3.03032901e-03
1.19014820e-02 -1.03510562e-02 6.15141878e-04 -1.74647495e-02
1.05116284e-02 1.29537471e-03 1.96241289e-02 2.38363817e-02
2.89706863e-03 -1.23425033e-02 1.48978829e-02 -1.28896600e-02
-5.57423150e-03 7.55615113e-03 2.10237671e-02 -8.21735431e-03
1.35143346e-03 -3.32476594e-03 2.81519182e-02 7.11776968e-03
7.93999620e-03 1.11609781e-02 2.26805126e-03 3.65410210e-03
-4.33946121e-03 -1.46483025e-03 -5.46193263e-03 4.05979622e-03
1.52745899e-02 -3.45988106e-03 5.77585679e-03 7.68108200e-03
8.48552212e-03 1.06590975e-04 -7.98323564e-03 4.37193178e-03
-2.38488745e-02 1.08087680e-03 1.09795341e-02 9.18539520e-03
9.74547025e-03 8.33481643e-03 -9.20123234e-03 1.11086965e-02
-5.78386569e-03 1.46623813e-02 -1.11437878e-02 -2.11034436e-03
5.93257044e-03 -4.49324865e-03 -2.43685930e-03 8.68144125e-05
-2.85165897e-03 1.44220740e-02 4.83805314e-03 9.40727652e-04
-1.13607133e-02 -1.44688208e-02 2.82798195e-03 1.74514707e-02
-4.26800037e-03 1.52096162e-02 -1.20087108e-02 -1.04001695e-02
-1.90487821e-02 1.02938171e-02 4.20030486e-03 -1.65640488e-02
1.49855344e-02 2.65842606e-03 1.00590605e-02 5.77967148e-04
2.82540242e-03 8.04795325e-03 5.97898429e-03 1.29954424e-02
5.02237398e-03 6.44926331e-04 -4.79393173e-03 -4.77792369e-03
-6.76212716e-04 -6.61386596e-03 -1.05816340e-02 3.65875638e-03
-9.84071847e-03 -1.60392351e-03 5.62670035e-03 -1.72697695e-03
1.71405287e-03 -1.03521496e-02 1.91674419e-02 -1.90016581e-03
6.07738155e-04 2.27794815e-02 -3.35059734e-03 4.66658827e-03
-3.75275151e-03 -5.70939272e-04 -2.45068911e-02 1.56989675e-02
4.59949020e-03 -4.45610657e-03 -4.52402327e-03 -2.76037082e-02
-6.48232922e-03 1.39053259e-02 -5.19997021e-03 -6.50588365e-04
1.28248865e-02 7.11485650e-03 9.80367186e-04 -6.55369973e-03
-3.05362884e-03 -2.61059729e-03 -7.89698213e-03 2.51568708e-04
-5.18670725e-03 2.12458782e-02 -1.84326749e-02 4.80922963e-03
7.80656142e-03 3.60461441e-03 1.53946709e-02 1.68055715e-03
-6.70011528e-03 2.54989741e-03 -4.48776968e-03 1.05228275e-03
8.11394956e-03 -7.68211950e-03 -1.11257350e-02 -2.86629703e-03
-2.74441321e-03 3.55497957e-03 -1.94848869e-02 6.20441930e-03
-1.89264156e-02 -3.95063311e-03 -1.43966051e-02 -6.60522329e-03
-1.97830964e-02 7.24173663e-03 1.00120110e-02 -2.15296485e-02
9.67101136e-04 1.13160247e-02 1.07043807e-03 -8.09531473e-03
-1.08575029e-02 1.91176906e-02 7.04626460e-03 1.08083356e-02
-9.64956998e-04 -8.49541090e-03 -5.38783986e-03 5.97118353e-03
-5.15985070e-03 -1.26465950e-02 -1.69541128e-02 -1.43835843e-02
-4.01850929e-03 -1.87880341e-02 -1.31264739e-02 -1.95918959e-02
-2.02876087e-02 -1.36330035e-02 -9.46494751e-03 -1.49171501e-02
8.48804414e-03 1.18925488e-02 1.01115201e-02 -1.22285867e-03
4.77696164e-03 2.18576659e-03 -2.22965814e-02 -8.89393128e-03
-8.28902423e-03 -7.98115600e-03 3.30601516e-03 1.10558830e-02
5.97852236e-03 -1.91612300e-02 6.63652597e-03 5.14190737e-03
-9.50387679e-03 7.83710741e-03 4.21504630e-03 -1.57848746e-02
-9.60780960e-03 -1.34533830e-02 -4.93284781e-04 -9.49730910e-03
-7.49567151e-03 -5.79440268e-03 -1.80582423e-03 1.08102718e-02
9.28397523e-04 7.72262132e-03 -4.25962172e-03 2.13302136e-03
1.51016442e-02 7.84550514e-03 1.12942355e-02 8.13155249e-03
-1.39472298e-02 -2.06195354e-03 -1.14037404e-02 -1.36722596e-02
2.42799520e-03 1.64825842e-03 -8.62486288e-03 -5.14640938e-03
-1.98186701e-03 -1.47970463e-03 1.01806941e-02 4.68365569e-03
-1.90404989e-02 -9.83095542e-03 1.84286293e-02 7.39957998e-03
-1.26777180e-02 1.50555349e-03 -7.06685847e-03 -5.91295259e-03
-1.01801874e-02 -3.57723539e-03 -9.42468736e-03 1.47561533e-02
-1.06516033e-02 1.33287883e-03 -1.26446597e-02 2.33800616e-03
2.46533682e-03 -9.86887826e-05 -1.03132585e-02 1.31820561e-02
-8.57496820e-03 1.56962499e-02 -2.10432825e-03 -6.66718639e-04
-1.48494886e-02 9.23974160e-03 1.53750018e-03 -1.84526891e-02
-1.58756673e-02 -1.54356901e-02 1.45053715e-02 -9.10933688e-03
3.57796707e-05 4.11840761e-03 8.77713878e-03 9.22982022e-03
9.88470949e-03 -1.09059727e-02 -2.39936844e-03 1.23520140e-02
-1.15110842e-03 5.01141557e-03 -1.94051471e-02 1.31714763e-02
3.26365456e-02 2.13292730e-03 -1.49111450e-02 -2.55020726e-02
1.90766640e-02 -9.23053455e-03 2.01014243e-03 -6.57691760e-03
-8.59579723e-03 -3.18436418e-03 -9.06633958e-03 3.88072734e-03
1.16217583e-02 -4.57687816e-03 8.82139523e-03 -2.21838299e-02
-8.37925472e-04 1.15975095e-02 9.08373203e-03 -5.19046513e-03
7.05448387e-04 9.31642484e-03 5.59323060e-04 -2.09733322e-02
1.09930951e-02 6.70920778e-03 1.08439960e-02 -1.27600832e-02
4.61443374e-03 7.53318937e-03 1.13555379e-02 -1.39342546e-02
6.75394898e-03 1.17713129e-02 -2.13478748e-02 -4.66939528e-03
8.31854995e-04 -2.74895481e-03 -7.94455782e-03 -7.29765091e-03
-1.67006569e-03 -3.51231662e-03 -5.06869517e-03 1.09844124e-02
6.70527015e-03 9.56468139e-05 -1.74028222e-02 -4.95829433e-03
-6.54979004e-03 1.49323661e-02 3.59907141e-03 2.99356058e-02
7.45742582e-03 2.62976643e-02 6.49889279e-03 -2.27697864e-02
1.96797270e-02 3.45038343e-03 5.67126274e-03 -5.99017134e-03
-1.33716734e-02 8.19018390e-03 1.94518478e-03 9.47965123e-03
-3.23374309e-02 2.36211158e-02 -9.36175510e-03 1.92533787e-02
1.28066419e-02 -1.66003890e-02 -2.63144430e-02 3.28935008e-03
2.57322174e-02 -2.57489923e-02 1.71766076e-02 -4.00683901e-04
1.08742053e-02 -7.30143161e-03 -3.25937681e-02 7.78646069e-03
6.71138382e-03 1.44650843e-02 -1.92600060e-02 -1.93437431e-02
-4.99620335e-03 1.33472914e-02 -6.29375177e-03 3.95849068e-03
1.22748902e-02 -6.94305578e-04 -7.70257227e-03 5.22599043e-03
-9.97775607e-03 9.43459664e-03 -2.86155194e-03 4.91044531e-03
-2.24344712e-03 -6.03006640e-03 3.61042633e-03 2.10761018e-02
8.60903133e-03 7.21840793e-03 1.74343139e-02 1.48997428e-02
7.87612796e-03 3.50188254e-03 3.91319976e-04 -3.61316046e-03
-4.19777678e-03 3.91365355e-03 1.14411756e-03 3.34490114e-03
-3.21325078e-03 8.12945422e-03 -1.72128174e-02 -3.60751641e-04
-9.66675952e-03 -2.41936799e-02 3.47797386e-03 -7.89395906e-03
1.09114603e-03 5.07897651e-03 3.79341771e-03 -1.14195514e-02
1.26232253e-02 2.45892927e-02 2.10630521e-02 -1.64591102e-03
5.71628567e-04 -1.91237833e-02 -1.23802908e-02 9.20037040e-04
-6.10449677e-03 1.95804853e-02 -1.82218067e-02 -2.38418952e-02
-1.89133431e-03 4.40773228e-03 2.02179258e-03 1.89916510e-02
8.34469404e-03 -7.45063554e-03 -6.29374944e-03 -9.72892623e-03
1.21572195e-02 -2.10416852e-03 8.88411049e-03 2.59214663e-03
-1.45978648e-02 -6.61760569e-03 1.34558592e-03 1.15250945e-02
-2.49050721e-03 6.57330267e-03 -2.53599166e-04 5.18736197e-03
-4.90856962e-03 -4.76726750e-03 -5.02952980e-03 7.56649952e-03
-9.37195960e-03 1.17666228e-02 -3.92491929e-03 2.77161878e-03
-8.54072627e-03 2.36771293e-02 -9.42906179e-03 1.10268919e-03
6.84445444e-03 9.47434828e-03 9.40285157e-03 -1.04128392e-02
2.00944301e-03 2.21817140e-02 9.69018601e-03 1.61882881e-02
-9.66385193e-03 -7.12639512e-03 -1.27400737e-02 5.59996162e-03
6.25458919e-03 -1.47974351e-03 2.07496416e-02 -5.19767869e-03
7.94538204e-03 1.16936141e-03 3.10814101e-03 1.36726582e-02
7.80396163e-03 9.76533862e-04 -4.16251365e-03 -1.85153000e-02
-2.52307728e-02 1.78737305e-02 2.45287572e-03 -5.52666886e-03
4.95186774e-03 4.66037169e-03 -5.34557365e-03 -1.48049870e-03
-5.94974076e-03 -1.42779779e-02 -5.42313512e-03 1.12338252e-02
-2.91162520e-03 -3.59004736e-03 -4.40230710e-04 1.10557210e-03
-4.94192634e-03 2.18942910e-02 2.60196757e-02 -1.45182833e-02
-6.19541295e-03 -1.05641307e-02 -1.61334593e-02 -9.59663372e-03
-1.50218317e-02 -1.03779659e-02 8.11763387e-03 -1.61835551e-02
-1.69303156e-02 -7.18346285e-03 -6.54447358e-03 -6.16247253e-03
9.18723270e-03 -3.74580268e-03 3.75835272e-03 7.79568357e-03
6.59875991e-03 5.44474507e-03 1.19745648e-02 2.15452015e-02
1.55816134e-02 7.45057419e-04 2.83104228e-03 -1.36815961e-02
1.79378726e-02 -2.08443403e-03 7.76866917e-03 -2.81235459e-03
-2.59985663e-05 -5.51058736e-04 3.09416954e-03 1.30324950e-03
-3.50188464e-03 1.30908554e-02 7.83622917e-03 9.45895258e-03
1.11242943e-02 8.16370547e-03 1.83700696e-02 9.90419067e-04
-1.80312842e-02 2.06247158e-03 4.67707263e-03 -9.34041478e-03
7.27236550e-03 2.57231994e-03 -5.57685830e-03 -7.71511625e-03
-2.32473239e-02 -7.22614536e-03 -6.05685171e-03 -4.46574064e-03
-1.19749466e-02 -1.49371512e-02 6.30328385e-03 9.14383493e-03
1.51010994e-02 -1.27788335e-02 6.35102671e-03 9.07426421e-03
1.84260383e-02 -4.58062347e-03 -7.42147071e-03 -1.94293074e-02
6.54304773e-03 -6.16476359e-03 -5.30084968e-03 2.43508555e-02
6.79482752e-03 -1.37564875e-02 1.77136771e-02 2.36421619e-02
-2.03886088e-02 3.52945026e-05 7.34775979e-03 7.19955424e-03
-1.46195665e-03 1.31104020e-02 -3.04413820e-03 -8.32053775e-04
1.03764841e-02 2.05383915e-02 -8.21221992e-03 1.18795782e-03
2.95943860e-02 3.48241837e-03 5.47540141e-03 -4.73487051e-03
-7.14668538e-03 -8.05494376e-03 1.78182870e-02 -6.49073999e-03
4.14614426e-03 2.88838125e-03 -1.50638372e-02 3.17716016e-03
6.18056254e-03 -6.91438699e-03 -1.04930410e-02 -1.54089397e-02
-1.18540516e-02 5.46325278e-03 5.51662780e-03 2.14248244e-02
6.56159734e-03 -5.90969995e-03 3.88335413e-03 1.85897425e-02
-9.69207846e-03 1.95504613e-02 -8.89842212e-03 9.86312982e-03
-6.34695822e-03 2.62119640e-02 -3.28772911e-03 1.77888423e-02
8.93352181e-03 -1.26871560e-02 -1.87486187e-02 3.38964025e-03
8.43378901e-03 2.91616819e-03 5.14428504e-03 -4.64280136e-03
2.23810244e-02 -3.62383830e-03 7.36492872e-03 7.99835566e-03
-4.09925170e-03 -3.08750244e-03 -2.28193449e-03 2.27085460e-04
2.44465028e-03 -3.35104601e-03 4.86131664e-03 -8.52542929e-03
-2.62599569e-02 -1.34230079e-02 -5.68958465e-03 7.76050333e-03
1.61475856e-02 1.34317959e-02 -2.12244280e-02 -1.51436692e-02
4.60393669e-04 -1.75997999e-03 -1.02649191e-02 -2.37991661e-03
1.81436574e-03 3.15795578e-02 1.02442149e-02 -6.64685573e-03
3.57449874e-02 -1.01303225e-02 -1.85365211e-02 1.26175610e-02
1.55652286e-02 1.96554814e-03 1.89946871e-02 1.14211114e-03
-3.08204861e-03 1.17565999e-02 -1.50641594e-02 2.35981774e-02
-4.16615716e-04 1.15926731e-02 -3.13020451e-03 2.52261147e-04
-6.27208548e-03 -6.67497143e-03 -1.92967765e-02 3.71975917e-03
-1.74559804e-03 -8.45483691e-03 -2.59767398e-02 -1.54486224e-02
3.38099292e-03 9.33500472e-03 -1.56450190e-03 1.86792556e-02
1.37712313e-02 -6.13895152e-03 -5.71912341e-03 2.12832820e-02
-7.68472813e-03 -1.03836656e-02 1.73703823e-02 1.12672672e-02
5.74785424e-03 9.00700968e-03 -9.66321025e-03 -1.10305939e-02
7.06498278e-03 -8.56367592e-03 7.61304330e-03 6.43027388e-03
-7.78217940e-03 2.89568352e-03 1.86963100e-02 -1.74942426e-03
2.14213179e-03 6.69030240e-03 -2.07714605e-04 -4.49535344e-03
1.22886524e-03 -7.44425273e-03 1.47372615e-02 1.77836511e-02
-1.15262056e-02 1.65626500e-02 -4.49551363e-03 4.41365596e-03
1.08250650e-02 -1.03331264e-02 1.19542945e-02 -1.90678239e-03
-1.39002865e-02 -1.91661203e-03 -2.09704065e-03 4.76882840e-03
1.62208942e-03 -2.61454354e-03 -9.67579894e-03 8.07088707e-03
2.62096734e-03 1.84017722e-03 -2.10938533e-03 1.03234630e-02
2.52896082e-03 2.63950936e-02 -5.58545534e-03 -2.24215374e-03
-1.44066429e-02 -6.65545743e-03 7.53595261e-03 -1.28965545e-02
-3.74585530e-03 -1.74480199e-03 -1.07467426e-02 -1.64851616e-03
5.19106025e-03 5.10315085e-03 1.02893426e-03 1.91423658e-03
1.51306093e-02 5.36807813e-04 1.58838425e-02 -1.83689725e-02
6.56085508e-03 -7.53932307e-03 -3.89346015e-03 1.04584463e-03
-4.42489702e-03 1.02243992e-02 -3.53342621e-05 -1.46955205e-03
-4.82552079e-03 8.89092311e-03 4.00606962e-03 5.55161899e-03
2.56051472e-03 3.80361592e-03 8.74571688e-03 -1.51327737e-02
-1.40774446e-02 -1.32027827e-02 -1.91964172e-02 2.66495999e-03
2.08836626e-02 2.68199015e-02 -1.46082602e-03 1.91006288e-02
-1.41812013e-02 1.16129322e-02 -2.04728753e-03 -2.54780874e-02
-1.01439916e-02 1.49650602e-02 -1.74903274e-02 -6.56326767e-04
1.42207770e-02 2.19735149e-02 2.05576513e-02 1.43674668e-02
-4.42740181e-03 1.74846202e-02 2.00117868e-03 2.02196911e-02
4.75109648e-03 -4.91981069e-03 1.32744424e-02 -6.08587591e-03
1.94013827e-02 2.69878656e-02 3.76933347e-03 -9.87474993e-03
-2.06873138e-02 4.46397439e-03 7.83734024e-03 1.16070937e-02
8.38749576e-03 -1.48011511e-02 -5.79253631e-03 -8.49956367e-03
2.41103093e-03 1.42735988e-03 4.91141900e-03 -4.64020733e-04
-8.50224495e-03 4.82099596e-03 -9.78186354e-03 -2.46866178e-02
-4.22752276e-03 -9.04466398e-03 -9.72170196e-03 -3.85634298e-03
-1.41905043e-02 6.99427328e-04 -2.19151634e-03 1.72647729e-03
-8.58845247e-04 3.82274645e-03 -1.07983071e-02 -1.05489139e-02
6.15141587e-03 7.85595831e-03 7.01989932e-03 2.30260543e-03
3.63296317e-03 4.14839052e-02 5.99989714e-03 -2.20737467e-03
-2.14048419e-02 2.63890158e-03 -1.07462646e-03 3.52423042e-02
3.67568433e-03 -5.03078056e-03 -1.36080780e-03 6.68016961e-03
4.79865307e-03 1.61947701e-02 -4.83226776e-03 4.58921073e-03
3.59819643e-03 3.23600089e-03 2.72982083e-02 1.08473646e-02
-6.60818676e-03 -1.19808856e-02 -1.08733149e-02 -1.18572088e-02
7.73320906e-03 -8.92864354e-03 -1.12458202e-03 -2.65436526e-02
-9.39748064e-03 -1.01335952e-02 -5.90573996e-03 -1.55094815e-02
-1.86653098e-03 -5.19529730e-03 -3.16088484e-03 1.84682161e-02]
In [9]:
parameters
Out[9]:
(Parameter('model.arrayOfFunctions[19].W', [], [4096 x 1000]),
Parameter('model.arrayOfFunctions[17].arrayOfFunctions[0].W', [], [4096 x 4096]),
Parameter('model.arrayOfFunctions[15].arrayOfFunctions[0].W', [], [256 x 6 x 6 x 4096]),
Parameter('model.arrayOfFunctions[12].W', [], [256 x 384 x 3 x 3]),
Parameter('model.arrayOfFunctions[10].W', [], [384 x 384 x 3 x 3]),
Parameter('model.arrayOfFunctions[8].W', [], [384 x 256 x 3 x 3]),
Parameter('model.arrayOfFunctions[4].W', [], [256 x 96 x 5 x 5]),
Parameter('model.arrayOfFunctions[0].W', [], [96 x 3 x 11 x 11]),
Parameter('model.arrayOfFunctions[0].b', [], [96 x 1 x 1]),
Parameter('model.arrayOfFunctions[4].b', [], [256 x 1 x 1]),
Parameter('model.arrayOfFunctions[8].b', [], [384 x 1 x 1]),
Parameter('model.arrayOfFunctions[10].b', [], [384 x 1 x 1]),
Parameter('model.arrayOfFunctions[12].b', [], [256 x 1 x 1]),
Parameter('model.arrayOfFunctions[15].arrayOfFunctions[0].b', [], [4096]),
Parameter('model.arrayOfFunctions[17].arrayOfFunctions[0].b', [], [4096]),
Parameter('model.arrayOfFunctions[19].b', [], [1000]))
In [15]:
loaded_model.signature
Out[15]:
(Input('features', [#, ], [3 x 227 x 227]), Input('labels', [#, ], [1000]))
In [16]:
loaded_model.constants
Out[16]:
(Constant('featNorm.MinusArgs[1]', [], [1 x 1]),
Constant('_z.x._.x._.x.x._.x._.x._.x.x.x._.x.x.den._', [], [1]),
Constant('_z.x._.x._.x.x._.x._.x._.x.x.x._.x.x.den._.ElementTimesArgs[1]._', [], [1]),
Constant('z.x._.x._.x.x._.x._.x._.x.x.x._.x.x.W', [], [1 x 5 x 1 x 1]),
Constant('_z.x._.x._.x.x._.x._.x._.x.x.den._', [], [1]),
Constant('_z.x._.x._.x.x._.x._.x._.x.x.den._.ElementTimesArgs[1]._', [], [1]),
Constant('z.x._.x._.x.x._.x._.x._.x.x.W', [], [1 x 5 x 1 x 1]),
Constant('inputs.inputs[2]', [], [1 x 1]))
In [17]:
node_in_graph = loaded_model.find_by_name('z.x._._.PlusArgs[0]')
In [18]:
print(node_in_graph)
z.x._._.PlusArgs[0]: Times(z.x._.x: SequenceOver[][Tensor[4096]]) -> SequenceOver[][Tensor[4096]]
In [73]:
named_node = loaded_model.find_by_name('z.x')
In [74]:
print(named_node)
z.x: Dropout(z.x._: SequenceOver[][Tensor[4096]]) -> SequenceOver[][Tensor[4096]]
In [19]:
node_outputs = loaded_model.outputs
In [20]:
for n in node_outputs : print("{0} {1}".format(n.name, n.shape))
ce ()
errs ()
top5Errs ()
z (1000,)
In [75]:
#testweights = np.random.random((11,11,3))* 255.
testweights = np.random.random((3,11,11))* 255.
testweights[0][0][0] = 0
testweights[1][0][0] = 0
testweights[2][0][0] = 255
testweights[0][10][0] = 0
testweights[1][10][0] = 0
testweights[2][10][0] = 255
twstack = np.dstack((testweights[0], testweights[1], testweights[2]))
print(twstack.shape)
(11, 11, 3)
In [141]:
import os
make_filter_weight_image(testweights, 'testfilter.png', dim=11)
Image('testfilter.png')
Out[141]:
In [76]:
from PIL import Image as PILImage
inttw = twstack.astype('uint8')
print(inttw.dtype)
im = PILImage.fromarray(inttw)
im = im.resize((11*16,11*16))
im.save('testimage.png')
Image('testimage.png')
uint8
Out[76]:
In [26]:
#make_filter_weight_image(testweights, 'testimage2.png', dim=11)
from IPython.display import clear_output, display
import time
print(conv1_params.value[0].shape)
for i in range(0,95):
make_filter_weight_image(conv1_params.value[i], 'testimage2.png', dim=11)
clear_output()
print ('conv1, filter ', i)
display(Image('testimage2.png'))
time.sleep(1)
#Image('testimage2.png')
conv1, filter 94
In [ ]:
ddddfffdfdff
fdf
df
df
dfd
fdfd
fdfd
f
df
df
df
Content source: hjl/cntkdemo
Similar notebooks: