mnist_log

==>loading data...
==>creating NN...
        Conv (  0):  100   16   28   28 
  Activation (  1):  100   16   28   28 
        Conv (  2):  100   16   28   28 
  Activation (  3):  100   16   28   28 
     Pooling (  4):  100   16   14   14 
          Fc (  5):  100  128    1    1 
  Activation (  6):  100  128    1    1 
          Fc (  7):  100   10    1    1 
  Activation (  8):  100   10    1    1 
     SoftMax (  9):  100   10    1    1 
==>training...
SEED:0
Epoch: 1 [    1/600  ] Loss: -2.194729 Acc: 13.000000%
Epoch: 1 [    2/600  ] Loss: -2.273352 Acc: 12.000000%
Epoch: 1 [    3/600  ] Loss: -2.094536 Acc: 22.000000%
Epoch: 1 [    4/600  ] Loss: -1.822284 Acc: 25.000000%
Epoch: 1 [    5/600  ] Loss: -1.836182 Acc: 21.000000%
Epoch: 1 [    6/600  ] Loss: -1.617701 Acc: 22.000000%
Epoch: 1 [    7/600  ] Loss: -2.102402 Acc: 14.000000%
Epoch: 1 [    8/600  ] Loss: -2.220934 Acc: 10.000000%
Epoch: 1 [    9/600  ] Loss: -2.274661 Acc: 9.000000%
Epoch: 1 [   10/600  ] Loss: -2.265992 Acc: 10.000000%
Epoch: 1 [   11/600  ] Loss: -2.175612 Acc: 12.000000%
Epoch: 1 [   12/600  ] Loss: -2.196461 Acc: 8.000000%
Epoch: 1 [   13/600  ] Loss: -2.307414 Acc: 2.000000%
Epoch: 1 [   14/600  ] Loss: -2.202640 Acc: 13.000000%
Epoch: 1 [   15/600  ] Loss: -2.133197 Acc: 8.000000%
Epoch: 1 [   16/600  ] Loss: -2.061633 Acc: 10.000000%
Epoch: 1 [   17/600  ] Loss: -2.027287 Acc: 9.000000%
Epoch: 1 [   18/600  ] Loss: -1.784346 Acc: 13.000000%
Epoch: 1 [   19/600  ] Loss: -1.889670 Acc: 8.000000%
Epoch: 1 [   20/600  ] Loss: -2.108692 Acc: 10.000000%
Epoch: 1 [   21/600  ] Loss: -1.931880 Acc: 8.000000%
Epoch: 1 [   22/600  ] Loss: -1.970096 Acc: 9.000000%
Epoch: 1 [   23/600  ] Loss: -2.004333 Acc: 7.000000%
Epoch: 1 [   24/600  ] Loss: -1.911065 Acc: 11.000000%
Epoch: 1 [   25/600  ] Loss: -1.857195 Acc: 9.000000%
Epoch: 1 [   26/600  ] Loss: -1.728421 Acc: 15.000000%
Epoch: 1 [   27/600  ] Loss: -1.906467 Acc: 7.000000%
Epoch: 1 [   28/600  ] Loss: -2.146800 Acc: 8.000000%
Epoch: 1 [   29/600  ] Loss: -1.859845 Acc: 16.000000%
Epoch: 1 [   30/600  ] Loss: -1.809198 Acc: 13.000000%
Epoch: 1 [   31/600  ] Loss: -1.838804 Acc: 15.000000%
Epoch: 1 [   32/600  ] Loss: -1.741202 Acc: 24.000000%
Epoch: 1 [   33/600  ] Loss: -1.874914 Acc: 14.000000%
Epoch: 1 [   34/600  ] Loss: -1.827869 Acc: 9.000000%
Epoch: 1 [   35/600  ] Loss: -1.987286 Acc: 10.000000%
Epoch: 1 [   36/600  ] Loss: -1.728981 Acc: 10.000000%
Epoch: 1 [   37/600  ] Loss: -1.818012 Acc: 12.000000%
Epoch: 1 [   38/600  ] Loss: -1.827001 Acc: 10.000000%
Epoch: 1 [   39/600  ] Loss: -1.869106 Acc: 10.000000%
Epoch: 1 [   40/600  ] Loss: -1.952060 Acc: 6.000000%
Epoch: 1 [   41/600  ] Loss: -1.791863 Acc: 9.000000%
Epoch: 1 [   42/600  ] Loss: -1.930182 Acc: 7.000000%
Epoch: 1 [   43/600  ] Loss: -1.688839 Acc: 13.000000%
Epoch: 1 [   44/600  ] Loss: -1.720901 Acc: 11.000000%
Epoch: 1 [   45/600  ] Loss: -1.851577 Acc: 8.000000%
Epoch: 1 [   46/600  ] Loss: -1.700282 Acc: 11.000000%
Epoch: 1 [   47/600  ] Loss: -1.712776 Acc: 11.000000%
Epoch: 1 [   48/600  ] Loss: -1.798912 Acc: 11.000000%
Epoch: 1 [   49/600  ] Loss: -1.843817 Acc: 8.000000%
Epoch: 1 [   50/600  ] Loss: -1.793219 Acc: 10.000000%
Epoch: 1 [   51/600  ] Loss: -1.695359 Acc: 11.000000%
Epoch: 1 [   52/600  ] Loss: -1.666391 Acc: 13.000000%
Epoch: 1 [   53/600  ] Loss: -1.648076 Acc: 14.000000%
Epoch: 1 [   54/600  ] Loss: -1.599032 Acc: 13.000000%
Epoch: 1 [   55/600  ] Loss: -1.757854 Acc: 10.000000%
Epoch: 1 [   56/600  ] Loss: -1.726677 Acc: 10.000000%
Epoch: 1 [   57/600  ] Loss: -1.563409 Acc: 16.000000%
Epoch: 1 [   58/600  ] Loss: -2.008556 Acc: 6.000000%
Epoch: 1 [   59/600  ] Loss: -1.711237 Acc: 10.000000%
Epoch: 1 [   60/600  ] Loss: -1.860516 Acc: 9.000000%
Epoch: 1 [   61/600  ] Loss: -1.797813 Acc: 9.000000%
Epoch: 1 [   62/600  ] Loss: -1.861635 Acc: 7.000000%
Epoch: 1 [   63/600  ] Loss: -1.930329 Acc: 7.000000%
Epoch: 1 [   64/600  ] Loss: -1.622647 Acc: 13.000000%
Epoch: 1 [   65/600  ] Loss: -1.674807 Acc: 11.000000%
Epoch: 1 [   66/600  ] Loss: -2.044277 Acc: 4.000000%
Epoch: 1 [   67/600  ] Loss: -1.548819 Acc: 15.000000%
Epoch: 1 [   68/600  ] Loss: -1.632148 Acc: 12.000000%
Epoch: 1 [   69/600  ] Loss: -1.880868 Acc: 8.000000%
Epoch: 1 [   70/600  ] Loss: -1.621408 Acc: 14.000000%
Epoch: 1 [   71/600  ] Loss: -1.636111 Acc: 12.000000%
Epoch: 1 [   72/600  ] Loss: -1.701686 Acc: 11.000000%
Epoch: 1 [   73/600  ] Loss: -1.885782 Acc: 10.000000%
Epoch: 1 [   74/600  ] Loss: -1.607504 Acc: 12.000000%
Epoch: 1 [   75/600  ] Loss: -1.790578 Acc: 9.000000%
Epoch: 1 [   76/600  ] Loss: -1.854800 Acc: 10.000000%
Epoch: 1 [   77/600  ] Loss: -1.840806 Acc: 9.000000%
Epoch: 1 [   78/600  ] Loss: -1.844164 Acc: 8.000000%
Epoch: 1 [   79/600  ] Loss: -1.595097 Acc: 14.000000%
Epoch: 1 [   80/600  ] Loss: -1.675287 Acc: 13.000000%
Epoch: 1 [   81/600  ] Loss: -1.628815 Acc: 13.000000%
Epoch: 1 [   82/600  ] Loss: -1.631393 Acc: 13.000000%
Epoch: 1 [   83/600  ] Loss: -1.565511 Acc: 15.000000%
Epoch: 1 [   84/600  ] Loss: -1.682507 Acc: 12.000000%
Epoch: 1 [   85/600  ] Loss: -2.216961 Acc: 4.000000%
Epoch: 1 [   86/600  ] Loss: -1.891551 Acc: 8.000000%
Epoch: 1 [   87/600  ] Loss: -1.951011 Acc: 6.000000%
Epoch: 1 [   88/600  ] Loss: -1.913171 Acc: 12.000000%
Epoch: 1 [   89/600  ] Loss: -1.668597 Acc: 23.000000%
Epoch: 1 [   90/600  ] Loss: -1.519058 Acc: 20.000000%
Epoch: 1 [   91/600  ] Loss: -1.580850 Acc: 14.000000%
Epoch: 1 [   92/600  ] Loss: -1.728543 Acc: 10.000000%
Epoch: 1 [   93/600  ] Loss: -1.830880 Acc: 9.000000%
Epoch: 1 [   94/600  ] Loss: -2.016056 Acc: 5.000000%
Epoch: 1 [   95/600  ] Loss: -1.632370 Acc: 18.000000%
Epoch: 1 [   96/600  ] Loss: -1.861001 Acc: 7.000000%
Epoch: 1 [   97/600  ] Loss: -1.833002 Acc: 9.000000%
Epoch: 1 [   98/600  ] Loss: -1.618380 Acc: 12.000000%
Epoch: 1 [   99/600  ] Loss: -1.556321 Acc: 13.000000%
Epoch: 1 [  100/600  ] Loss: -1.710266 Acc: 12.000000%
Epoch: 1 [  101/600  ] Loss: -1.750834 Acc: 10.000000%
Epoch: 1 [  102/600  ] Loss: -1.714719 Acc: 10.000000%
Epoch: 1 [  103/600  ] Loss: -1.732877 Acc: 15.000000%
Epoch: 1 [  104/600  ] Loss: -1.647766 Acc: 12.000000%
Epoch: 1 [  105/600  ] Loss: -2.273759 Acc: 5.000000%
Epoch: 1 [  106/600  ] Loss: -2.104989 Acc: 8.000000%
Epoch: 1 [  107/600  ] Loss: -1.926590 Acc: 7.000000%
Epoch: 1 [  108/600  ] Loss: -1.933765 Acc: 8.000000%
Epoch: 1 [  109/600  ] Loss: -1.740789 Acc: 10.000000%
Epoch: 1 [  110/600  ] Loss: -1.896820 Acc: 12.000000%
Epoch: 1 [  111/600  ] Loss: -1.433208 Acc: 25.000000%
Epoch: 1 [  112/600  ] Loss: -1.769473 Acc: 14.000000%
Epoch: 1 [  113/600  ] Loss: -1.564777 Acc: 17.000000%
Epoch: 1 [  114/600  ] Loss: -1.768585 Acc: 13.000000%
Epoch: 1 [  115/600  ] Loss: -1.603899 Acc: 17.000000%
Epoch: 1 [  116/600  ] Loss: -1.451837 Acc: 20.000000%
Epoch: 1 [  117/600  ] Loss: -1.722672 Acc: 12.000000%
Epoch: 1 [  118/600  ] Loss: -1.570763 Acc: 21.000000%
Epoch: 1 [  119/600  ] Loss: -1.470724 Acc: 20.000000%
Epoch: 1 [  120/600  ] Loss: -1.520800 Acc: 16.000000%
Epoch: 1 [  121/600  ] Loss: -1.816057 Acc: 10.000000%
Epoch: 1 [  122/600  ] Loss: -1.441108 Acc: 18.000000%
Epoch: 1 [  123/600  ] Loss: -1.591320 Acc: 18.000000%
Epoch: 1 [  124/600  ] Loss: -1.519259 Acc: 18.000000%
Epoch: 1 [  125/600  ] Loss: -1.896970 Acc: 6.000000%
Epoch: 1 [  126/600  ] Loss: -1.541479 Acc: 14.000000%
Epoch: 1 [  127/600  ] Loss: -1.691137 Acc: 14.000000%
Epoch: 1 [  128/600  ] Loss: -1.661677 Acc: 13.000000%
Epoch: 1 [  129/600  ] Loss: -1.691549 Acc: 19.000000%
Epoch: 1 [  130/600  ] Loss: -1.757111 Acc: 15.000000%
Epoch: 1 [  131/600  ] Loss: -1.552206 Acc: 24.000000%
Epoch: 1 [  132/600  ] Loss: -1.587419 Acc: 21.000000%
Epoch: 1 [  133/600  ] Loss: -1.228889 Acc: 27.000000%
Epoch: 1 [  134/600  ] Loss: -1.643500 Acc: 21.000000%
Epoch: 1 [  135/600  ] Loss: -1.250738 Acc: 28.000000%
Epoch: 1 [  136/600  ] Loss: -1.318904 Acc: 29.000000%
Epoch: 1 [  137/600  ] Loss: -1.348726 Acc: 23.000000%
Epoch: 1 [  138/600  ] Loss: -1.544330 Acc: 21.000000%
Epoch: 1 [  139/600  ] Loss: -1.387120 Acc: 21.000000%
Epoch: 1 [  140/600  ] Loss: -1.495347 Acc: 20.000000%
Epoch: 1 [  141/600  ] Loss: -1.406245 Acc: 20.000000%
Epoch: 1 [  142/600  ] Loss: -1.422742 Acc: 21.000000%
Epoch: 1 [  143/600  ] Loss: -1.680616 Acc: 14.000000%
Epoch: 1 [  144/600  ] Loss: -1.702319 Acc: 13.000000%
Epoch: 1 [  145/600  ] Loss: -1.479359 Acc: 17.000000%
Epoch: 1 [  146/600  ] Loss: -1.423824 Acc: 19.000000%
Epoch: 1 [  147/600  ] Loss: -1.757002 Acc: 12.000000%
Epoch: 1 [  148/600  ] Loss: -1.503343 Acc: 17.000000%
Epoch: 1 [  149/600  ] Loss: -1.466006 Acc: 20.000000%
Epoch: 1 [  150/600  ] Loss: -1.565447 Acc: 14.000000%
Epoch: 1 [  151/600  ] Loss: -1.398857 Acc: 20.000000%
Epoch: 1 [  152/600  ] Loss: -1.371824 Acc: 21.000000%
Epoch: 1 [  153/600  ] Loss: -1.330008 Acc: 20.000000%
Epoch: 1 [  154/600  ] Loss: -1.627267 Acc: 13.000000%
Epoch: 1 [  155/600  ] Loss: -1.389532 Acc: 18.000000%
Epoch: 1 [  156/600  ] Loss: -1.182210 Acc: 24.000000%
Epoch: 1 [  157/600  ] Loss: -1.365950 Acc: 21.000000%
Epoch: 1 [  158/600  ] Loss: -1.421827 Acc: 21.000000%
Epoch: 1 [  159/600  ] Loss: -1.508605 Acc: 19.000000%
Epoch: 1 [  160/600  ] Loss: -1.493289 Acc: 21.000000%
Epoch: 1 [  161/600  ] Loss: -1.666157 Acc: 15.000000%
Epoch: 1 [  162/600  ] Loss: -1.303329 Acc: 21.000000%
Epoch: 1 [  163/600  ] Loss: -1.528258 Acc: 17.000000%
Epoch: 1 [  164/600  ] Loss: -1.422997 Acc: 17.000000%
Epoch: 1 [  165/600  ] Loss: -1.361481 Acc: 19.000000%
Epoch: 1 [  166/600  ] Loss: -1.438545 Acc: 18.000000%
Epoch: 1 [  167/600  ] Loss: -1.428087 Acc: 18.000000%
Epoch: 1 [  168/600  ] Loss: -1.513648 Acc: 16.000000%
Epoch: 1 [  169/600  ] Loss: -1.757203 Acc: 12.000000%
Epoch: 1 [  170/600  ] Loss: -1.717582 Acc: 17.000000%
Epoch: 1 [  171/600  ] Loss: -1.414358 Acc: 18.000000%
Epoch: 1 [  172/600  ] Loss: -1.683082 Acc: 14.000000%
Epoch: 1 [  173/600  ] Loss: -1.605686 Acc: 17.000000%
Epoch: 1 [  174/600  ] Loss: -1.323378 Acc: 20.000000%
Epoch: 1 [  175/600  ] Loss: -1.515567 Acc: 18.000000%
Epoch: 1 [  176/600  ] Loss: -1.417125 Acc: 18.000000%
Epoch: 1 [  177/600  ] Loss: -1.684468 Acc: 13.000000%
Epoch: 1 [  178/600  ] Loss: -1.752249 Acc: 12.000000%
Epoch: 1 [  179/600  ] Loss: -1.687869 Acc: 14.000000%
Epoch: 1 [  180/600  ] Loss: -1.436782 Acc: 16.000000%
Epoch: 1 [  181/600  ] Loss: -1.518455 Acc: 17.000000%
Epoch: 1 [  182/600  ] Loss: -1.438929 Acc: 17.000000%
Epoch: 1 [  183/600  ] Loss: -1.164483 Acc: 25.000000%
Epoch: 1 [  184/600  ] Loss: -1.600284 Acc: 14.000000%
Epoch: 1 [  185/600  ] Loss: -1.553145 Acc: 16.000000%
Epoch: 1 [  186/600  ] Loss: -1.333060 Acc: 20.000000%
Epoch: 1 [  187/600  ] Loss: -1.449544 Acc: 17.000000%
Epoch: 1 [  188/600  ] Loss: -1.352689 Acc: 19.000000%
Epoch: 1 [  189/600  ] Loss: -1.458602 Acc: 19.000000%
Epoch: 1 [  190/600  ] Loss: -1.409550 Acc: 19.000000%
Epoch: 1 [  191/600  ] Loss: -1.345622 Acc: 22.000000%
Epoch: 1 [  192/600  ] Loss: -1.394725 Acc: 19.000000%
Epoch: 1 [  193/600  ] Loss: -1.432245 Acc: 16.000000%
Epoch: 1 [  194/600  ] Loss: -1.509963 Acc: 16.000000%
Epoch: 1 [  195/600  ] Loss: -1.425383 Acc: 20.000000%
Epoch: 1 [  196/600  ] Loss: -1.346799 Acc: 22.000000%
Epoch: 1 [  197/600  ] Loss: -1.349173 Acc: 21.000000%
Epoch: 1 [  198/600  ] Loss: -1.219408 Acc: 23.000000%
Epoch: 1 [  199/600  ] Loss: -1.325664 Acc: 22.000000%
Epoch: 1 [  200/600  ] Loss: -1.451443 Acc: 19.000000%
Epoch: 1 [  201/600  ] Loss: -1.618786 Acc: 17.000000%
Epoch: 1 [  202/600  ] Loss: -1.555023 Acc: 13.000000%
Epoch: 1 [  203/600  ] Loss: -1.365139 Acc: 19.000000%
Epoch: 1 [  204/600  ] Loss: -1.440021 Acc: 16.000000%
Epoch: 1 [  205/600  ] Loss: -1.181084 Acc: 25.000000%
Epoch: 1 [  206/600  ] Loss: -1.307598 Acc: 21.000000%
Epoch: 1 [  207/600  ] Loss: -1.265473 Acc: 21.000000%
Epoch: 1 [  208/600  ] Loss: -1.366450 Acc: 18.000000%
Epoch: 1 [  209/600  ] Loss: -1.424486 Acc: 19.000000%
Epoch: 1 [  210/600  ] Loss: -1.369169 Acc: 21.000000%
Epoch: 1 [  211/600  ] Loss: -1.610513 Acc: 14.000000%
Epoch: 1 [  212/600  ] Loss: -1.628882 Acc: 12.000000%
Epoch: 1 [  213/600  ] Loss: -1.400506 Acc: 19.000000%
Epoch: 1 [  214/600  ] Loss: -1.508428 Acc: 16.000000%
Epoch: 1 [  215/600  ] Loss: -1.399969 Acc: 18.000000%
Epoch: 1 [  216/600  ] Loss: -1.139239 Acc: 27.000000%
Epoch: 1 [  217/600  ] Loss: -1.236743 Acc: 24.000000%
Epoch: 1 [  218/600  ] Loss: -1.232033 Acc: 23.000000%
Epoch: 1 [  219/600  ] Loss: -1.524385 Acc: 15.000000%
Epoch: 1 [  220/600  ] Loss: -1.348295 Acc: 20.000000%
Epoch: 1 [  221/600  ] Loss: -1.253228 Acc: 22.000000%
Epoch: 1 [  222/600  ] Loss: -1.459213 Acc: 20.000000%
Epoch: 1 [  223/600  ] Loss: -1.269278 Acc: 23.000000%
Epoch: 1 [  224/600  ] Loss: -1.260406 Acc: 23.000000%
Epoch: 1 [  225/600  ] Loss: -1.383556 Acc: 20.000000%
Epoch: 1 [  226/600  ] Loss: -1.574856 Acc: 15.000000%
Epoch: 1 [  227/600  ] Loss: -1.239841 Acc: 24.000000%
Epoch: 1 [  228/600  ] Loss: -1.306301 Acc: 22.000000%
Epoch: 1 [  229/600  ] Loss: -1.390220 Acc: 19.000000%
Epoch: 1 [  230/600  ] Loss: -1.333724 Acc: 20.000000%
Epoch: 1 [  231/600  ] Loss: -1.172362 Acc: 25.000000%
Epoch: 1 [  232/600  ] Loss: -1.491008 Acc: 16.000000%
Epoch: 1 [  233/600  ] Loss: -1.619038 Acc: 13.000000%
Epoch: 1 [  234/600  ] Loss: -1.219119 Acc: 24.000000%
Epoch: 1 [  235/600  ] Loss: -1.525188 Acc: 15.000000%
Epoch: 1 [  236/600  ] Loss: -1.404192 Acc: 18.000000%
Epoch: 1 [  237/600  ] Loss: -1.477425 Acc: 16.000000%
Epoch: 1 [  238/600  ] Loss: -1.358597 Acc: 19.000000%
Epoch: 1 [  239/600  ] Loss: -1.341817 Acc: 21.000000%
Epoch: 1 [  240/600  ] Loss: -1.407725 Acc: 19.000000%
Epoch: 1 [  241/600  ] Loss: -1.339280 Acc: 22.000000%
Epoch: 1 [  242/600  ] Loss: -1.478550 Acc: 15.000000%
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Epoch: 1 [  245/600  ] Loss: -1.348337 Acc: 20.000000%
Epoch: 1 [  246/600  ] Loss: -1.548428 Acc: 14.000000%
Epoch: 1 [  247/600  ] Loss: -1.240649 Acc: 24.000000%
Epoch: 1 [  248/600  ] Loss: -1.513900 Acc: 17.000000%
Epoch: 1 [  249/600  ] Loss: -1.127445 Acc: 27.000000%
Epoch: 1 [  250/600  ] Loss: -1.568565 Acc: 14.000000%
Epoch: 1 [  251/600  ] Loss: -1.405617 Acc: 17.000000%
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Epoch: 1 [  260/600  ] Loss: -1.239197 Acc: 23.000000%
Epoch: 1 [  261/600  ] Loss: -1.408003 Acc: 17.000000%
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Epoch: 1 [  267/600  ] Loss: -1.304707 Acc: 22.000000%
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Epoch: 1 [  275/600  ] Loss: -1.164916 Acc: 26.000000%
Epoch: 1 [  276/600  ] Loss: -1.516506 Acc: 16.000000%
Epoch: 1 [  277/600  ] Loss: -1.293321 Acc: 21.000000%
Epoch: 1 [  278/600  ] Loss: -1.427245 Acc: 18.000000%
Epoch: 1 [  279/600  ] Loss: -1.269454 Acc: 23.000000%
Epoch: 1 [  280/600  ] Loss: -1.606599 Acc: 12.000000%
Epoch: 1 [  281/600  ] Loss: -1.308143 Acc: 21.000000%
Epoch: 1 [  282/600  ] Loss: -1.363703 Acc: 19.000000%
Epoch: 1 [  283/600  ] Loss: -1.153400 Acc: 29.000000%
Epoch: 1 [  284/600  ] Loss: -1.443747 Acc: 16.000000%
Epoch: 1 [  285/600  ] Loss: -1.454698 Acc: 18.000000%
Epoch: 1 [  286/600  ] Loss: -1.495862 Acc: 18.000000%
Epoch: 1 [  287/600  ] Loss: -1.416253 Acc: 19.000000%
Epoch: 1 [  288/600  ] Loss: -1.462153 Acc: 16.000000%
Epoch: 1 [  289/600  ] Loss: -1.208207 Acc: 24.000000%
Epoch: 1 [  290/600  ] Loss: -1.372445 Acc: 20.000000%
Epoch: 1 [  291/600  ] Loss: -1.306624 Acc: 22.000000%
Epoch: 1 [  292/600  ] Loss: -1.400650 Acc: 17.000000%
Epoch: 1 [  293/600  ] Loss: -1.396182 Acc: 19.000000%
Epoch: 1 [  294/600  ] Loss: -1.474816 Acc: 16.000000%
Epoch: 1 [  295/600  ] Loss: -1.106906 Acc: 27.000000%
Epoch: 1 [  296/600  ] Loss: -1.463873 Acc: 19.000000%
Epoch: 1 [  297/600  ] Loss: -1.240554 Acc: 24.000000%
Epoch: 1 [  298/600  ] Loss: -1.369597 Acc: 18.000000%
Epoch: 1 [  299/600  ] Loss: -1.476130 Acc: 15.000000%
Epoch: 1 [  300/600  ] Loss: -1.582623 Acc: 15.000000%
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Epoch: 1 [  377/600  ] Loss: -1.226546 Acc: 25.000000%
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Epoch: 1 [  381/600  ] Loss: -1.348260 Acc: 21.000000%
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Epoch: 1 [  397/600  ] Loss: -1.223247 Acc: 28.000000%
Epoch: 1 [  398/600  ] Loss: -1.120608 Acc: 28.000000%
Epoch: 1 [  399/600  ] Loss: -1.071967 Acc: 31.000000%
Epoch: 1 [  400/600  ] Loss: -1.257518 Acc: 23.000000%
Epoch: 1 [  401/600  ] Loss: -1.183400 Acc: 28.000000%
Epoch: 1 [  402/600  ] Loss: -1.100712 Acc: 30.000000%
Epoch: 1 [  403/600  ] Loss: -1.179884 Acc: 32.000000%
Epoch: 1 [  404/600  ] Loss: -1.069210 Acc: 30.000000%
Epoch: 1 [  405/600  ] Loss: -1.184658 Acc: 27.000000%
Epoch: 1 [  406/600  ] Loss: -1.257872 Acc: 23.000000%
Epoch: 1 [  407/600  ] Loss: -1.244016 Acc: 26.000000%
Epoch: 1 [  408/600  ] Loss: -1.338870 Acc: 21.000000%
Epoch: 1 [  409/600  ] Loss: -0.929741 Acc: 37.000000%
Epoch: 1 [  410/600  ] Loss: -1.067129 Acc: 32.000000%
Epoch: 1 [  411/600  ] Loss: -1.152725 Acc: 28.000000%
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Epoch: 1 [  446/600  ] Loss: -1.409722 Acc: 19.000000%
Epoch: 1 [  447/600  ] Loss: -1.440931 Acc: 16.000000%
Epoch: 1 [  448/600  ] Loss: -1.184896 Acc: 25.000000%
Epoch: 1 [  449/600  ] Loss: -1.364070 Acc: 21.000000%
Epoch: 1 [  450/600  ] Loss: -1.566080 Acc: 14.000000%
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Epoch: 1 [  453/600  ] Loss: -1.494174 Acc: 15.000000%
Epoch: 1 [  454/600  ] Loss: -1.196577 Acc: 24.000000%
Epoch: 1 [  455/600  ] Loss: -1.196283 Acc: 27.000000%
Epoch: 1 [  456/600  ] Loss: -1.299119 Acc: 21.000000%
Epoch: 1 [  457/600  ] Loss: -1.557312 Acc: 15.000000%
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Epoch: 1 [  459/600  ] Loss: -1.298757 Acc: 20.000000%
Epoch: 1 [  460/600  ] Loss: -1.251845 Acc: 23.000000%
Epoch: 1 [  461/600  ] Loss: -1.293269 Acc: 22.000000%
Epoch: 1 [  462/600  ] Loss: -1.485708 Acc: 16.000000%
Epoch: 1 [  463/600  ] Loss: -1.372277 Acc: 18.000000%
Epoch: 1 [  464/600  ] Loss: -1.517841 Acc: 16.000000%
Epoch: 1 [  465/600  ] Loss: -1.310586 Acc: 21.000000%
Epoch: 1 [  466/600  ] Loss: -1.253328 Acc: 22.000000%
Epoch: 1 [  467/600  ] Loss: -1.304962 Acc: 20.000000%
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Epoch: 1 [  470/600  ] Loss: -1.157914 Acc: 25.000000%
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Epoch: 1 [  479/600  ] Loss: -1.364149 Acc: 18.000000%
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Epoch: 1 [  481/600  ] Loss: -1.548235 Acc: 15.000000%
Epoch: 1 [  482/600  ] Loss: -1.225654 Acc: 22.000000%
Epoch: 1 [  483/600  ] Loss: -1.155519 Acc: 26.000000%
Epoch: 1 [  484/600  ] Loss: -1.597645 Acc: 13.000000%
Epoch: 1 [  485/600  ] Loss: -1.174614 Acc: 24.000000%
Epoch: 1 [  486/600  ] Loss: -1.269852 Acc: 21.000000%
Epoch: 1 [  487/600  ] Loss: -1.193241 Acc: 25.000000%
Epoch: 1 [  488/600  ] Loss: -1.453910 Acc: 16.000000%
Epoch: 1 [  489/600  ] Loss: -1.459186 Acc: 17.000000%
Epoch: 1 [  490/600  ] Loss: -1.544291 Acc: 16.000000%
Epoch: 1 [  491/600  ] Loss: -1.431794 Acc: 19.000000%
Epoch: 1 [  492/600  ] Loss: -1.264256 Acc: 22.000000%
Epoch: 1 [  493/600  ] Loss: -1.365218 Acc: 23.000000%
Epoch: 1 [  494/600  ] Loss: -1.255356 Acc: 21.000000%
Epoch: 1 [  495/600  ] Loss: -1.362128 Acc: 20.000000%
Epoch: 1 [  496/600  ] Loss: -1.383643 Acc: 21.000000%
Epoch: 1 [  497/600  ] Loss: -1.516166 Acc: 14.000000%
Epoch: 1 [  498/600  ] Loss: -1.283283 Acc: 21.000000%
Epoch: 1 [  499/600  ] Loss: -1.434493 Acc: 17.000000%
Epoch: 1 [  500/600  ] Loss: -1.212313 Acc: 25.000000%
Epoch: 1 [  501/600  ] Loss: -1.473646 Acc: 15.000000%
Epoch: 1 [  502/600  ] Loss: -1.551121 Acc: 13.000000%
Epoch: 1 [  503/600  ] Loss: -1.265060 Acc: 23.000000%
Epoch: 1 [  504/600  ] Loss: -1.408608 Acc: 18.000000%
Epoch: 1 [  505/600  ] Loss: -1.221778 Acc: 24.000000%
Epoch: 1 [  506/600  ] Loss: -1.223942 Acc: 24.000000%
Epoch: 1 [  507/600  ] Loss: -1.368751 Acc: 20.000000%
Epoch: 1 [  508/600  ] Loss: -1.455995 Acc: 21.000000%
Epoch: 1 [  509/600  ] Loss: -1.324067 Acc: 23.000000%
Epoch: 1 [  510/600  ] Loss: -1.326531 Acc: 19.000000%
Epoch: 1 [  511/600  ] Loss: -1.346652 Acc: 19.000000%
Epoch: 1 [  512/600  ] Loss: -1.426114 Acc: 18.000000%
Epoch: 1 [  513/600  ] Loss: -1.334224 Acc: 21.000000%
Epoch: 1 [  514/600  ] Loss: -1.232588 Acc: 25.000000%
Epoch: 1 [  515/600  ] Loss: -1.395431 Acc: 18.000000%
Epoch: 1 [  516/600  ] Loss: -1.181908 Acc: 29.000000%
Epoch: 1 [  517/600  ] Loss: -1.239733 Acc: 25.000000%
Epoch: 1 [  518/600  ] Loss: -1.249160 Acc: 22.000000%
Epoch: 1 [  519/600  ] Loss: -1.218277 Acc: 23.000000%
Epoch: 1 [  520/600  ] Loss: -1.411017 Acc: 18.000000%
Epoch: 1 [  521/600  ] Loss: -1.363216 Acc: 19.000000%
Epoch: 1 [  522/600  ] Loss: -1.400284 Acc: 22.000000%
Epoch: 1 [  523/600  ] Loss: -1.345219 Acc: 19.000000%
Epoch: 1 [  524/600  ] Loss: -1.299542 Acc: 20.000000%
Epoch: 1 [  525/600  ] Loss: -1.344944 Acc: 18.000000%
Epoch: 1 [  526/600  ] Loss: -1.441008 Acc: 18.000000%
Epoch: 1 [  527/600  ] Loss: -1.054572 Acc: 31.000000%
Epoch: 1 [  528/600  ] Loss: -1.401064 Acc: 19.000000%
Epoch: 1 [  529/600  ] Loss: -1.207231 Acc: 26.000000%
Epoch: 1 [  530/600  ] Loss: -1.512159 Acc: 19.000000%
Epoch: 1 [  531/600  ] Loss: -1.223655 Acc: 25.000000%
Epoch: 1 [  532/600  ] Loss: -1.460700 Acc: 17.000000%
Epoch: 1 [  533/600  ] Loss: -1.202849 Acc: 25.000000%
Epoch: 1 [  534/600  ] Loss: -1.095760 Acc: 29.000000%
Epoch: 1 [  535/600  ] Loss: -1.350819 Acc: 19.000000%
Epoch: 1 [  536/600  ] Loss: -1.338180 Acc: 23.000000%
Epoch: 1 [  537/600  ] Loss: -1.265018 Acc: 23.000000%
Epoch: 1 [  538/600  ] Loss: -1.274141 Acc: 23.000000%
Epoch: 1 [  539/600  ] Loss: -1.206875 Acc: 26.000000%
Epoch: 1 [  540/600  ] Loss: -1.215262 Acc: 25.000000%
Epoch: 1 [  541/600  ] Loss: -1.303987 Acc: 22.000000%
Epoch: 1 [  542/600  ] Loss: -1.270672 Acc: 24.000000%
Epoch: 1 [  543/600  ] Loss: -1.210542 Acc: 26.000000%
Epoch: 1 [  544/600  ] Loss: -1.074916 Acc: 34.000000%
Epoch: 1 [  545/600  ] Loss: -1.205078 Acc: 26.000000%
Epoch: 1 [  546/600  ] Loss: -1.394870 Acc: 19.000000%
Epoch: 1 [  547/600  ] Loss: -1.461311 Acc: 19.000000%
Epoch: 1 [  548/600  ] Loss: -1.360912 Acc: 21.000000%
Epoch: 1 [  549/600  ] Loss: -1.050654 Acc: 32.000000%
Epoch: 1 [  550/600  ] Loss: -1.287321 Acc: 24.000000%
Epoch: 1 [  551/600  ] Loss: -1.212635 Acc: 24.000000%
Epoch: 1 [  552/600  ] Loss: -1.272260 Acc: 22.000000%
Epoch: 1 [  553/600  ] Loss: -1.300476 Acc: 22.000000%
Epoch: 1 [  554/600  ] Loss: -1.198178 Acc: 28.000000%
Epoch: 1 [  555/600  ] Loss: -1.202316 Acc: 26.000000%
Epoch: 1 [  556/600  ] Loss: -1.293633 Acc: 23.000000%
Epoch: 1 [  557/600  ] Loss: -1.141232 Acc: 27.000000%
Epoch: 1 [  558/600  ] Loss: -1.544651 Acc: 15.000000%
Epoch: 1 [  559/600  ] Loss: -1.327795 Acc: 23.000000%
Epoch: 1 [  560/600  ] Loss: -1.176135 Acc: 27.000000%
Epoch: 1 [  561/600  ] Loss: -1.422385 Acc: 22.000000%
Epoch: 1 [  562/600  ] Loss: -1.195526 Acc: 30.000000%
Epoch: 1 [  563/600  ] Loss: -1.172415 Acc: 28.000000%
Epoch: 1 [  564/600  ] Loss: -1.431038 Acc: 19.000000%
Epoch: 1 [  565/600  ] Loss: -1.319481 Acc: 21.000000%
Epoch: 1 [  566/600  ] Loss: -1.424910 Acc: 20.000000%
Epoch: 1 [  567/600  ] Loss: -1.305792 Acc: 29.000000%
Epoch: 1 [  568/600  ] Loss: -1.050514 Acc: 32.000000%
Epoch: 1 [  569/600  ] Loss: -1.324916 Acc: 21.000000%
Epoch: 1 [  570/600  ] Loss: -1.114723 Acc: 30.000000%
Epoch: 1 [  571/600  ] Loss: -1.248950 Acc: 26.000000%
Epoch: 1 [  572/600  ] Loss: -1.110926 Acc: 31.000000%
Epoch: 1 [  573/600  ] Loss: -1.261181 Acc: 30.000000%
Epoch: 1 [  574/600  ] Loss: -1.168468 Acc: 26.000000%
Epoch: 1 [  575/600  ] Loss: -1.384795 Acc: 19.000000%
Epoch: 1 [  576/600  ] Loss: -1.418021 Acc: 19.000000%
Epoch: 1 [  577/600  ] Loss: -1.137924 Acc: 27.000000%
Epoch: 1 [  578/600  ] Loss: -1.341798 Acc: 19.000000%
Epoch: 1 [  579/600  ] Loss: -1.382439 Acc: 19.000000%
Epoch: 1 [  580/600  ] Loss: -1.149388 Acc: 25.000000%
Epoch: 1 [  581/600  ] Loss: -1.229361 Acc: 24.000000%
Epoch: 1 [  582/600  ] Loss: -1.315207 Acc: 19.000000%
Epoch: 1 [  583/600  ] Loss: -1.415694 Acc: 18.000000%
Epoch: 1 [  584/600  ] Loss: -1.345434 Acc: 19.000000%
Epoch: 1 [  585/600  ] Loss: -1.340572 Acc: 20.000000%
Epoch: 1 [  586/600  ] Loss: -1.284193 Acc: 22.000000%
Epoch: 1 [  587/600  ] Loss: -1.388425 Acc: 18.000000%
Epoch: 1 [  588/600  ] Loss: -1.325508 Acc: 19.000000%
Epoch: 1 [  589/600  ] Loss: -1.298103 Acc: 20.000000%
Epoch: 1 [  590/600  ] Loss: -1.451749 Acc: 15.000000%
Epoch: 1 [  591/600  ] Loss: -1.215720 Acc: 22.000000%
Epoch: 1 [  592/600  ] Loss: -1.249198 Acc: 22.000000%
Epoch: 1 [  593/600  ] Loss: -1.295506 Acc: 20.000000%
Epoch: 1 [  594/600  ] Loss: -1.371530 Acc: 20.000000%
Epoch: 1 [  595/600  ] Loss: -1.294601 Acc: 23.000000%
Epoch: 1 [  596/600  ] Loss: -1.311422 Acc: 24.000000%
Epoch: 1 [  597/600  ] Loss: -1.208193 Acc: 31.000000%
Epoch: 1 [  598/600  ] Loss: -1.170374 Acc: 29.000000%
Epoch: 1 [  599/600  ] Loss: -1.076851 Acc: 31.000000%
Epoch: 1 [  600/600  ] Loss: -1.151403 Acc: 35.000000%
Epoch: 1 [Acc on Test] 38.380001%
Epoch: 2 [    1/600  ] Loss: -1.016794 Acc: 39.000000%
Epoch: 2 [    2/600  ] Loss: -0.958943 Acc: 43.000000%
Epoch: 2 [    3/600  ] Loss: -0.786078 Acc: 48.000000%
Epoch: 2 [    4/600  ] Loss: -0.805423 Acc: 47.000000%
Epoch: 2 [    5/600  ] Loss: -0.817214 Acc: 46.000000%
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Epoch: 2 [Acc on Test] 96.989998%
Epoch: 3 [    1/600  ] Loss: -0.034041 Acc: 98.000000%
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Epoch: 3 [   12/600  ] Loss: -0.044431 Acc: 98.000000%
Epoch: 3 [   13/600  ] Loss: -0.101142 Acc: 95.000000%
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Epoch: 3 [Acc on Test] 97.559998%
Epoch: 4 [    1/600  ] Loss: -0.031629 Acc: 98.000000%
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Epoch: 4 [Acc on Test] 98.029999%
Epoch: 5 [    1/600  ] Loss: -0.013283 Acc: 99.000000%
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Epoch: 5 [Acc on Test] 98.209999%
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Epoch: 6 [Acc on Test] 98.239998%
ElapsedTime: 13.790651 s