池化函数-max_pool

import tensorflow as tf
import numpy as np


input_data = tf.Variable( np.random.rand(10, 6, 6 ,3), dtype = np.float32 )
filter_data = tf.Variable( np.random.rand(2, 2, 3, 10), dtype = np.float32)
y = tf.nn.conv2d(input_data, filter_data, strides = [1, 1, 1, 1], padding = 'SAME')
output = tf.nn.max_pool(value = y, ksize = [1, 2, 2, 1], strides = [1, 1, 1, 1], padding = 'SAME')

with tf.Session() as sess:
    sess.run(tf.global_variables_initializer())
    print sess.run(output)
    print sess.run(tf.shape(output))

[[[[ 3.83026171  3.68914819  4.64827919 ...,  3.82922101  4.05096245
     4.27822495]
   [ 3.82058907  3.3399992   4.19705009 ...,  3.20903897  4.49800205
     4.79404831]
   [ 3.82058907  3.17630553  4.19705009 ...,  3.20903897  4.49800205
     4.79404831]
   [ 3.48793793  3.17630553  3.81546593 ...,  2.56408167  3.62902832
     3.76898289]
   [ 1.95916462  2.13854027  2.25698185 ...,  1.75708628  2.50401878
     2.58982134]
   [ 0.84069216  0.73499978  1.10826004 ...,  0.42839515  0.94264597
     0.99836254]]


  [[ 3.67434788  3.41202831  3.78127217 ...,  3.14282155  4.02061367
     4.2103281 ]
   [ 3.82058907  3.67159986  4.50706339 ...,  3.30251479  4.49800205
     4.2103281 ]
   [ 3.82058907  3.67159986  4.50706339 ...,  3.30251479  4.49800205
     4.14742947]
   [ 3.18760705  2.6134367   3.12138557 ...,  3.19979548  2.85127068
     3.30348158]
   [ 2.76046419  2.27677488  3.05355597 ...,  3.19979548  2.7441268
     3.24410081]
   [ 1.42615473  1.24823439  2.09857678 ...,  1.13362932  1.68750525
     1.33618307]]


  [[ 3.55932689  3.45632696  4.05324936 ...,  3.62828875  4.02061367
     3.88842916]
   [ 3.61777687  3.67159986  4.91792393 ...,  3.75854611  4.3190608
     4.05019379]
   [ 3.61777687  3.67159986  4.91792393 ...,  3.75854611  4.3190608
     4.05019379]
   [ 3.60552096  3.13023734  3.88728094 ...,  3.41836357  3.85489392
     3.93518925]
   [ 3.60552096  3.13023734  3.88728094 ...,  3.41836357  3.85489392
     3.93518925]
   [ 1.97279406  2.24597979  2.86071324 ...,  1.48106945  2.4091711
     2.3894496 ]]


  [[ 3.47074032  3.45632696  4.21110392 ...,  3.62828875  4.10477209
     3.97459579]
   [ 3.72577739  4.179842    4.91792393 ...,  3.87486506  4.3190608
     4.56288052]
   [ 3.72577739  4.179842    4.91792393 ...,  3.87486506  4.35773563
     4.56288052]
   [ 3.60552096  3.13023734  3.91706395 ...,  3.41836357  4.35773563
     4.05915976]
   [ 3.60552096  3.13023734  3.88728094 ...,  3.41836357  3.85489392
     3.93518925]
   [ 1.97279406  2.24597979  2.86071324 ...,  1.48106945  2.4091711
     2.3894496 ]]


  [[ 3.47074032  3.23964643  4.21110392 ...,  3.418571    4.10477209
     3.97459579]
   [ 3.72577739  4.179842    4.69816017 ...,  3.87486506  4.10477209
     4.56288052]
   [ 3.72577739  4.179842    4.69816017 ...,  3.87486506  4.35773563
     4.56288052]
   [ 3.25884748  3.00776482  3.91706395 ...,  2.77550769  4.35773563
     4.05915976]
   [ 3.25884748  2.99595571  3.40611458 ...,  2.77550769  3.40653849
     3.2930727 ]
   [ 1.67276013  1.89811397  2.50154614 ...,  1.16401851  2.10093975
     1.97228098]]


  [[ 2.47602868  2.5694418   2.30090117 ...,  1.16371143  2.63578892
     2.57311082]
   [ 2.17414117  1.95991457  1.80886078 ...,  0.99340218  2.46864843
     2.21195102]
   [ 2.17414117  2.35746598  2.29975224 ...,  1.10428226  2.46864843
     2.21195102]
   [ 1.95578182  2.35746598  2.29975224 ...,  1.10428226  1.97212684
     2.0250535 ]
   [ 1.41053736  1.59547472  1.25568092 ...,  0.55337787  1.95084798
     1.87003684]
   [ 0.7982558   1.09020805  1.25294781 ...,  0.44248271  0.82390034
     0.79307401]]]




 [[[ 3.70213819  3.6436739   4.08261919 ...,  3.24340153  4.27712154
     4.25700712]
   [ 3.93717909  3.86167192  4.61632061 ...,  3.27058673  4.55544853
     4.25700712]
   [ 3.93717909  3.86167192  4.61632061 ...,  3.27058673  4.55544853
     4.10009146]
   [ 3.70669532  3.7046957   4.49038315 ...,  3.47475171  4.26248074
     4.10009146]
   [ 3.70669532  3.48061824  4.02201796 ...,  3.47475171  4.26248074
     4.0673542 ]
   [ 2.01196051  2.10374689  2.96363258 ...,  1.79477     2.11122036
     2.05041599]]


  [[ 3.52488971  3.15919018  3.85202742 ...,  3.24340153  3.74721146
     3.98184276]
   [ 3.52488971  3.49519253  4.2747097  ...,  3.27058673  3.94275713
     3.98184276]
   [ 3.24267912  3.63598824  4.2747097  ...,  3.27058673  4.5475502
     4.09595013]
   [ 3.60476542  3.63598824  4.28015852 ...,  3.26599598  4.5475502
     4.09595013]
   [ 3.60476542  3.20331812  4.28015852 ...,  2.92649674  4.26248074
     4.0502491 ]
   [ 1.7416296   2.10374689  2.88388705 ...,  1.57303154  1.84509099
     1.99168515]]


  [[ 2.93887091  2.90304828  3.42745519 ...,  2.45754313  3.56268287
     3.19499922]
   [ 3.13155222  3.49519253  4.1537137  ...,  3.17641377  3.67426491
     3.36523819]
   [ 3.24267912  3.63598824  4.1537137  ...,  3.17641377  4.5475502
     4.09595013]
   [ 3.24267912  3.73358583  4.38080454 ...,  3.6023314   4.5475502
     4.12377977]
   [ 3.19376636  3.73358583  4.38080454 ...,  3.6023314   4.01847792
     4.12377977]
   [ 1.60378313  1.70244861  2.30560827 ...,  1.23614776  2.0413096
     1.89483905]]


  [[ 3.81396461  3.46029806  4.6539979  ...,  3.78029871  4.22842836
     4.75524807]
   [ 3.81396461  3.31429815  4.05703211 ...,  3.66368842  4.22842836
     4.75524807]
   [ 3.274966    3.18046165  3.77560091 ...,  3.47069502  3.58803177
     3.38472176]
   [ 3.37874389  3.86043954  4.56455326 ...,  3.6023314   4.95864296
     4.65813541]
   [ 3.37874389  3.86043954  4.56455326 ...,  3.6023314   4.95864296
     4.65813541]
   [ 1.80626655  2.158216    2.92288876 ...,  1.37774837  2.34455061
     2.08993006]]


  [[ 3.81396461  3.46029806  4.6539979  ...,  3.78029871  4.22842836
     4.75524807]
   [ 3.81396461  3.31429815  4.05703211 ...,  3.66368842  4.22842836
     4.75524807]
   [ 3.274966    2.80180311  3.77560091 ...,  3.47069502  3.34689975
     3.38472176]
   [ 3.37874389  3.86043954  4.56455326 ...,  3.47069502  4.95864296
     4.65813541]
   [ 3.37874389  3.86043954  4.56455326 ...,  3.33499217  4.95864296
     4.65813541]
   [ 1.80626655  2.158216    2.92288876 ...,  1.37774837  2.34455061
     2.08993006]]


  [[ 2.81823373  2.77898788  2.39474821 ...,  1.13005781  3.15467882
     3.06492853]
   [ 2.81823373  2.69310951  2.39474821 ...,  1.13615417  3.15467882
     2.9005506 ]
   [ 2.62036371  2.43849611  2.25679231 ...,  1.18655956  2.43868637
     2.51188755]
   [ 2.38013244  2.58272433  2.31019521 ...,  1.18655956  2.68049645
     2.53501034]
   [ 2.10150075  2.58272433  2.31019521 ...,  0.99225885  2.68049645
     2.53501034]
   [ 0.85946715  1.40837717  1.52490377 ...,  0.57891119  1.07192206
     1.16546977]]]




 [[[ 3.74866319  3.7840848   3.93087673 ...,  3.13463616  4.33817196
     4.52356434]
   [ 3.97812963  3.7840848   4.20107841 ...,  3.13463616  4.33817196
     4.52356434]
   [ 3.97812963  3.30801535  4.20107841 ...,  2.98124313  3.84010053
     3.73128057]
   [ 3.74506879  3.17868495  3.89717388 ...,  3.2753644   3.69240141
     3.80624223]
   [ 3.74506879  3.17868495  3.89717388 ...,  3.2753644   3.69240141
     3.80624223]
   [ 1.90281034  1.98344874  2.58431888 ...,  1.45546019  1.83709574
     1.91342056]]


  [[ 3.0414176   2.82528639  3.6581676  ...,  2.62691379  4.01335907
     3.29404211]
   [ 2.99398828  2.98647308  3.52360415 ...,  2.80526757  3.26494861
     3.40595865]
   [ 3.58800864  3.21653771  3.88306141 ...,  3.09042716  4.04551697
     4.0004549 ]
   [ 3.74506879  3.37921357  4.30669546 ...,  3.77566004  4.04551697
     4.10002041]
   [ 3.74506879  3.37921357  4.30669546 ...,  3.77566004  3.72097969
     4.10002041]
   [ 1.90281034  1.98344874  2.58431888 ...,  1.45546019  2.02472234
     2.04859376]]


  [[ 3.0414176   3.01948977  3.6581676  ...,  2.62691379  4.01335907
     3.57803369]
   [ 2.62776899  2.49764442  2.96741009 ...,  2.29820657  2.99487734
     2.9588623 ]
   [ 3.57633376  3.32023597  4.0111084  ...,  3.47872543  4.0791235
     4.03864861]
   [ 4.43545532  3.98734951  4.68945503 ...,  3.77566004  4.93007517
     4.97839785]
   [ 4.43545532  3.98734951  4.68945503 ...,  3.77566004  4.93007517
     4.97839785]
   [ 2.03316712  1.95834196  2.98261571 ...,  1.62899983  2.02472234
     2.04859376]]


  [[ 2.65618396  3.01948977  3.48151088 ...,  3.2566793   3.50369978
     3.57803369]
   [ 3.27525043  3.0452745   3.99845243 ...,  3.26250339  4.21359682
     4.05871916]
   [ 3.78265858  3.46549416  4.34560394 ...,  3.48562312  4.32573509
     4.05871916]
   [ 4.43545532  3.98734951  4.68945503 ...,  3.62307787  4.93007517
     4.97839785]
   [ 4.43545532  3.98734951  4.68945503 ...,  3.62307787  4.93007517
     4.97839785]
   [ 2.03316712  2.00503206  2.98261571 ...,  1.62899983  1.92278993
     1.77487671]]


  [[ 2.65618396  2.82931876  3.48151088 ...,  3.2566793   3.26889277
     3.32798052]
   [ 3.27525043  3.0452745   3.99845243 ...,  3.26250339  4.21359682
     4.05871916]
   [ 3.78265858  3.46549416  4.34560394 ...,  3.48562312  4.32573509
     4.05871916]
   [ 3.80419517  3.93584085  4.5891366  ...,  3.48562312  4.76248693
     4.33901167]
   [ 3.80419517  3.93584085  4.5891366  ...,  3.13687372  4.76248693
     4.33901167]
   [ 1.81386268  2.00503206  2.77667642 ...,  1.59578323  1.6707834
     1.52696478]]


  [[ 2.09564924  2.19393349  1.76165783 ...,  0.71073061  2.81598067
     2.44291806]
   [ 2.54071617  2.92368412  2.69612622 ...,  1.21134806  2.96399689
     2.79548073]
   [ 2.54071617  2.92368412  2.69612622 ...,  1.21134806  2.96399689
     2.79548073]
   [ 2.14642739  2.53593183  2.18494916 ...,  1.12998939  2.49874854
     2.6064508 ]
   [ 1.66879916  2.1839993   2.0339191  ...,  0.89485002  2.07903385
     1.89211917]
   [ 0.63839084  1.30747056  1.28149986 ...,  0.60573381  0.94290048
     1.24872291]]]




 ...,
 [[[ 3.66307759  3.5915761   4.04680681 ...,  3.37808919  4.2327919
     4.53361225]
   [ 3.69705248  3.16956329  3.52874017 ...,  3.19048667  4.2327919
     4.29998159]
   [ 4.11718178  3.48848605  4.33496094 ...,  3.87263298  3.67396259
     4.04937744]
   [ 4.11718178  3.48848605  4.35513115 ...,  3.87263298  4.36762571
     4.46739388]
   [ 4.03688908  3.31059456  4.35513115 ...,  3.6849103   4.36762571
     4.46739388]
   [ 2.11110115  1.77436447  2.74205446 ...,  1.85402584  1.70723498
     1.7981602 ]]


  [[ 3.65421176  3.5915761   4.04680681 ...,  3.33722448  4.05851936
     4.53361225]
   [ 3.35938573  2.26941133  3.15620613 ...,  2.28757024  3.14476681
     3.52835512]
   [ 4.11718178  3.48848605  4.33496094 ...,  3.87263298  3.67416644
     4.04937744]
   [ 4.11718178  3.88476443  4.35513115 ...,  3.87263298  4.36762571
     4.46739388]
   [ 4.03688908  3.88476443  4.35513115 ...,  3.6849103   4.36762571
     4.46739388]
   [ 2.11110115  2.19639587  2.74205446 ...,  1.85402584  2.15980148
     2.31231213]]


  [[ 3.49325657  3.00242519  3.62149525 ...,  2.63325214  3.56328416
     3.65456343]
   [ 2.80245948  2.351367    3.15620613 ...,  2.63325214  2.74321985
     2.60545516]
   [ 3.2121768   2.75274205  3.30852723 ...,  2.61513591  3.67416644
     3.35887337]
   [ 3.90623927  3.88476443  4.27476072 ...,  3.15798354  4.25421286
     4.12328529]
   [ 3.90623927  3.88476443  4.27476072 ...,  3.15798354  4.25421286
     4.12328529]
   [ 2.04255867  2.19639587  2.72324324 ...,  1.52749681  2.15980148
     2.31231213]]


  [[ 3.14088416  2.5110178   2.98239374 ...,  2.64642262  2.78166056
     3.37862277]
   [ 3.14088416  2.351367    3.05780745 ...,  2.64642262  2.62009621
     3.37862277]
   [ 2.58235121  2.42877746  3.05780745 ...,  2.61513591  2.95892954
     3.11141109]
   [ 3.16458035  2.98945189  3.43235707 ...,  2.80902767  3.80902624
     3.64599681]
   [ 3.16458035  2.98945189  3.43235707 ...,  2.80902767  3.80902624
     3.64599681]
   [ 1.48690665  1.67800915  2.39302301 ...,  1.2660197   1.7276175
     1.56769216]]


  [[ 3.14088416  2.32096338  2.90153384 ...,  2.64642262  2.7388761
     3.37862277]
   [ 3.14088416  2.32096338  3.05780745 ...,  2.64642262  2.62009621
     3.37862277]
   [ 2.58235121  2.30088544  3.05780745 ...,  2.53666806  2.95892954
     3.11141109]
   [ 3.16458035  2.98945189  3.43235707 ...,  2.80902767  3.37952495
     3.64599681]
   [ 3.16458035  2.98945189  3.43235707 ...,  2.80902767  3.37952495
     3.64599681]
   [ 1.22183096  1.48910451  2.39302301 ...,  1.2660197   1.69713116
     1.56769216]]


  [[ 1.99161768  1.85779881  1.63253951 ...,  0.72280312  2.05644131
     2.08602405]
   [ 1.99161768  1.80194128  1.75944245 ...,  1.00288582  2.05644131
     1.66993213]
   [ 1.929281    1.80194128  1.75944245 ...,  1.00288582  1.91430759
     1.77777839]
   [ 2.03907228  1.75304711  1.63370156 ...,  0.73671943  1.99602866
     1.77777839]
   [ 2.03907228  1.75304711  1.63370156 ...,  0.78081012  1.99602866
     1.65941036]
   [ 1.04199398  1.32200527  1.37023485 ...,  0.78081012  0.75756538
     1.04518628]]]




 [[[ 2.77661633  2.67184639  3.23491669 ...,  2.36847544  3.15547514
     3.08108401]
   [ 3.34202147  3.10978699  3.89175272 ...,  2.7725296   3.7592802
     3.69691086]
   [ 3.46564007  3.10978699  3.89175272 ...,  2.7725296   3.7592802
     3.8587904 ]
   [ 3.46564007  2.94089508  3.08319449 ...,  3.03881598  3.63669777
     3.8587904 ]
   [ 3.35992813  2.43806553  2.99482107 ...,  3.03881598  3.63669777
     3.5860889 ]
   [ 2.32475781  2.02560449  2.51261377 ...,  1.4293189   1.86508417
     1.84504819]]


  [[ 2.78711724  2.58517098  3.4252708  ...,  2.50209022  3.35140467
     3.1931057 ]
   [ 3.19826102  2.58517098  3.03793764 ...,  2.48915172  3.15547514
     3.1931057 ]
   [ 3.19826102  2.46109629  2.90691352 ...,  2.48915172  3.04934025
     3.37145567]
   [ 3.35992813  3.06705332  3.75564718 ...,  3.2361083   3.67704773
     3.73749065]
   [ 3.35992813  3.06705332  3.75564718 ...,  3.2361083   3.67704773
     3.73749065]
   [ 2.32475781  2.02560449  2.84386015 ...,  1.4293189   2.10545588
     1.84504819]]


  [[ 3.13874316  3.48969054  4.1001215  ...,  2.93718338  3.51307893
     3.63913226]
   [ 3.22221661  2.84227896  3.61910009 ...,  3.21893883  3.53039956
     3.69980621]
   [ 3.50493193  2.97646475  3.88514328 ...,  3.21893883  4.17016649
     4.04608536]
   [ 3.50493193  3.16295815  3.97319484 ...,  3.2361083   4.17016649
     4.04608536]
   [ 3.39940381  3.16295815  3.97319484 ...,  3.2361083   3.80627584
     3.73749065]
   [ 1.72575474  2.08581901  2.84386015 ...,  1.39857173  2.10545588
     2.0546279 ]]


  [[ 3.82646871  3.52491331  4.52873659 ...,  3.68964815  4.20490026
     4.16451454]
   [ 4.38857937  3.73842978  4.6282382  ...,  3.8967905   4.77446461
     4.78532982]
   [ 4.38857937  3.73842978  4.73880196 ...,  3.8967905   4.77446461
     4.78532982]
   [ 3.92794323  3.65103531  4.73880196 ...,  3.1996212   4.4646163
     4.04608536]
   [ 3.39940381  3.16295815  3.97319484 ...,  3.03159952  3.80627584
     3.5966835 ]
   [ 1.72575474  2.08581901  2.46769881 ...,  1.32850957  1.88521266
     2.0546279 ]]


  [[ 3.82646871  3.52491331  4.52873659 ...,  3.68964815  4.20490026
     4.16451454]
   [ 4.38857937  3.73842978  4.6282382  ...,  3.8967905   4.77446461
     4.78532982]
   [ 4.38857937  3.73842978  4.73880196 ...,  3.8967905   4.77446461
     4.78532982]
   [ 3.92794323  3.65103531  4.73880196 ...,  3.1996212   4.4646163
     3.98830914]
   [ 2.92273593  2.780967    2.80804539 ...,  2.03993392  2.743927
     3.04841089]
   [ 0.9258135   1.01433325  1.73014355 ...,  0.92018056  1.01825535
     1.00618541]]


  [[ 2.52669716  2.71386123  2.34685493 ...,  1.24504852  2.78904438
     2.81649923]
   [ 2.74016666  2.71422672  2.34685493 ...,  1.24504852  2.92223692
     2.8886559 ]
   [ 2.74016666  2.71422672  2.30376363 ...,  1.2260313   2.92223692
     2.8886559 ]
   [ 1.8783344   2.36290336  2.27584004 ...,  1.1111635   1.93037558
     1.9956975 ]
   [ 1.10718298  1.11205006  1.02295971 ...,  0.56812263  1.42353654
     1.30019391]
   [ 0.77094436  0.69559282  0.71474391 ...,  0.56812263  0.2282057
     0.46441519]]]




 [[[ 3.70626879  3.15199661  3.88680124 ...,  3.11402559  3.99967957
     3.78937483]
   [ 4.18462038  3.47414207  4.00530767 ...,  3.12047958  4.17957592
     4.47823238]
   [ 4.18462038  3.47414207  4.00530767 ...,  3.51495838  4.17957592
     4.47823238]
   [ 4.17225599  3.35266352  4.31446409 ...,  3.84953213  3.88890171
     4.14093304]
   [ 4.17225599  3.35266352  4.31446409 ...,  3.84953213  3.88890171
     4.03182793]
   [ 2.07188416  2.24230075  3.11889005 ...,  1.99731576  2.35286236
     2.7589128 ]]


  [[ 3.70626879  3.28671646  4.31510925 ...,  3.11402559  4.06838465
     3.78937483]
   [ 4.18462038  3.47414207  4.00530767 ...,  3.12047958  4.17957592
     4.21017027]
   [ 4.18462038  3.47414207  4.00530767 ...,  3.51495838  4.17957592
     4.21017027]
   [ 4.17225599  3.60422039  4.31446409 ...,  3.84953213  4.50609159
     4.2969389 ]
   [ 4.17225599  3.60422039  4.31446409 ...,  3.84953213  4.50609159
     4.2969389 ]
   [ 2.07188416  2.24230075  3.11889005 ...,  1.99731576  2.35286236
     2.7589128 ]]


  [[ 3.39670205  3.28671646  4.31510925 ...,  3.0232501   4.06838465
     3.77371454]
   [ 3.12146544  2.88318658  3.0103879  ...,  2.65099692  3.80365753
     3.61340904]
   [ 3.49444389  3.31745386  3.82268476 ...,  3.47547674  3.96423054
     4.10675621]
   [ 3.99154997  3.60422039  4.02220583 ...,  3.47547674  4.50609159
     4.2969389 ]
   [ 3.99154997  3.60422039  4.02220583 ...,  2.77844191  4.50609159
     4.2969389 ]
   [ 1.91666567  1.88814616  2.29116702 ...,  1.23018003  1.50812268
     1.5918225 ]]


  [[ 2.93181014  3.15519404  3.59472561 ...,  3.0232501   3.3701396
     3.75444221]
   [ 3.54520059  2.72721076  3.52289486 ...,  2.80197787  3.6323638
     3.57822466]
   [ 3.84428668  3.33000469  3.82268476 ...,  3.47547674  4.38075829
     4.15452385]
   [ 3.84428668  3.33000469  3.82268476 ...,  3.47547674  4.38075829
     4.15452385]
   [ 2.90523863  2.82013607  3.80891705 ...,  2.77844191  3.36419296
     3.7146461 ]
   [ 0.90753537  0.8267346   1.09272933 ...,  0.55647171  1.15436447
     1.20636535]]


  [[ 2.92076564  2.52930498  2.80497074 ...,  2.31022835  3.14900112
     3.17947769]
   [ 3.54520059  2.72721076  3.52289486 ...,  2.80197787  3.6323638
     3.56116295]
   [ 3.84428668  3.33000469  3.59566331 ...,  2.80197787  4.38075829
     4.15452385]
   [ 3.84428668  3.33000469  3.59566331 ...,  2.68283296  4.38075829
     4.15452385]
   [ 2.90523863  2.72072577  3.04895377 ...,  1.77487946  2.73313522
     2.64160967]
   [ 0.78929758  0.66467011  1.04436517 ...,  0.4424125   0.61208028
     0.46317807]]


  [[ 1.43754017  1.13809204  1.01336432 ...,  0.43061393  1.71817482
     1.4878397 ]
   [ 2.06760311  1.95278072  1.72580564 ...,  0.81690741  2.1580658
     2.09546089]
   [ 2.06760311  1.95278072  1.72580564 ...,  0.81690741  2.1580658
     2.09546089]
   [ 1.39574051  1.66469014  1.64826095 ...,  0.71119183  1.45983124
     1.23987889]
   [ 0.64091289  1.03294539  0.94962198 ...,  0.3858602   1.04192269
     1.15317822]
   [ 0.29073316  0.2609334   0.28979868 ...,  0.18583786  0.11174528
     0.15708932]]]]
[10  6  6 10]