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train.txt
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/home/preddy5/anaconda2/lib/python2.7/site-packages/theano/configdefaults.py:1686: UserWarning: Theano does not recognise this flag: NanGuardMode
warnings.warn('Theano does not recognise this flag: {0}'.format(key))
Using gpu device 0: Tesla K80 (CNMeM is disabled, CuDNN 3007)
Using Theano backend.
/home/preddy5/anaconda2/lib/python2.7/site-packages/theano/tensor/signal/downsample.py:5: UserWarning: downsample module has been moved to the pool module.
warnings.warn("downsample module has been moved to the pool module.")
...............................................................................................................................................................................................................................................................................................................................................................................Epoch 1/100
14/367 [>.............................] - ETA: 889s - loss: 2.4858 - acc: 0.0782 28/367 [=>............................] - ETA: 824s - loss: 2.4790 - acc: 0.1182 42/367 [==>...........................] - ETA: 800s - loss: 2.4726 - acc: 0.1476 56/367 [===>..........................] - ETA: 757s - loss: 2.4664 - acc: 0.1656 70/367 [====>.........................] - ETA: 726s - loss: 2.4608 - acc: 0.1767 84/367 [=====>........................] - ETA: 687s - loss: 2.4542 - acc: 0.1903 98/367 [=======>......................] - ETA: 657s - loss: 2.4473 - acc: 0.2001112/367 [========>.....................] - ETA: 620s - loss: 2.4398 - acc: 0.2086126/367 [=========>....................] - ETA: 588s - loss: 2.4320 - acc: 0.2138140/367 [==========>...................] - ETA: 552s - loss: 2.4237 - acc: 0.2227154/367 [===========>..................] - ETA: 520s - loss: 2.4156 - acc: 0.2271168/367 [============>.................] - ETA: 485s - loss: 2.4054 - acc: 0.2374182/367 [=============>................] - ETA: 452s - loss: 2.3976 - acc: 0.2387196/367 [===============>..............] - ETA: 417s - loss: 2.3885 - acc: 0.2451210/367 [================>.............] - ETA: 384s - loss: 2.3779 - acc: 0.2506224/367 [=================>............] - ETA: 349s - loss: 2.3672 - acc: 0.2596238/367 [==================>...........] - ETA: 315s - loss: 2.3561 - acc: 0.2666252/367 [===================>..........] - ETA: 281s - loss: 2.3458 - acc: 0.2725266/367 [====================>.........] - ETA: 247s - loss: 2.3342 - acc: 0.2791280/367 [=====================>........] - ETA: 212s - loss: 2.3219 - acc: 0.2872294/367 [=======================>......] - ETA: 178s - loss: 2.3067 - acc: 0.2946308/367 [========================>.....] - ETA: 144s - loss: 2.2956 - acc: 0.2969322/367 [=========================>....] - ETA: 110s - loss: 2.2852 - acc: 0.2982336/367 [==========================>...] - ETA: 75s - loss: 2.2726 - acc: 0.3015 350/367 [===========================>..] - ETA: 41s - loss: 2.2596 - acc: 0.3057364/367 [============================>.] - ETA: 7s - loss: 2.2436 - acc: 0.3121 367/367 [==============================] - 911s - loss: 2.2404 - acc: 0.3128
Epoch 2/100
14/367 [>.............................] - ETA: 846s - loss: 1.8370 - acc: 0.4757 28/367 [=>............................] - ETA: 828s - loss: 1.8147 - acc: 0.4933 42/367 [==>...........................] - ETA: 783s - loss: 1.8061 - acc: 0.4808 56/367 [===>..........................] - ETA: 752s - loss: 1.8183 - acc: 0.4591 70/367 [====>.........................] - ETA: 714s - loss: 1.8022 - acc: 0.4508 84/367 [=====>........................] - ETA: 683s - loss: 1.7864 - acc: 0.4623 98/367 [=======>......................] - ETA: 648s - loss: 1.7725 - acc: 0.4701112/367 [========>.....................] - ETA: 616s - loss: 1.7566 - acc: 0.4734126/367 [=========>....................] - ETA: 581s - loss: 1.7462 - acc: 0.4789140/367 [==========>...................] - ETA: 548s - loss: 1.7458 - acc: 0.4729154/367 [===========>..................] - ETA: 512s - loss: 1.7383 - acc: 0.4761168/367 [============>.................] - ETA: 479s - loss: 1.7340 - acc: 0.4731182/367 [=============>................] - ETA: 444s - loss: 1.7256 - acc: 0.4741196/367 [===============>..............] - ETA: 411s - loss: 1.7119 - acc: 0.4752210/367 [================>.............] - ETA: 377s - loss: 1.7050 - acc: 0.4769224/367 [=================>............] - ETA: 344s - loss: 1.6982 - acc: 0.4760238/367 [==================>...........] - ETA: 309s - loss: 1.6896 - acc: 0.4784252/367 [===================>..........] - ETA: 276s - loss: 1.6894 - acc: 0.4768266/367 [====================>.........] - ETA: 242s - loss: 1.6879 - acc: 0.4768280/367 [=====================>........] - ETA: 209s - loss: 1.6867 - acc: 0.4725294/367 [=======================>......] - ETA: 175s - loss: 1.6838 - acc: 0.4739308/367 [========================>.....] - ETA: 141s - loss: 1.6767 - acc: 0.4758322/367 [=========================>....] - ETA: 108s - loss: 1.6727 - acc: 0.4772336/367 [==========================>...] - ETA: 74s - loss: 1.6660 - acc: 0.4784 350/367 [===========================>..] - ETA: 40s - loss: 1.6608 - acc: 0.4800364/367 [============================>.] - ETA: 7s - loss: 1.6542 - acc: 0.4821 367/367 [==============================] - 894s - loss: 1.6530 - acc: 0.4826
Epoch 3/100
14/367 [>.............................] - ETA: 824s - loss: 1.5192 - acc: 0.5157 28/367 [=>............................] - ETA: 810s - loss: 1.5762 - acc: 0.4816 42/367 [==>...........................] - ETA: 771s - loss: 1.6345 - acc: 0.4450 56/367 [===>..........................] - ETA: 743s - loss: 1.6065 - acc: 0.4653 70/367 [====>.........................] - ETA: 705s - loss: 1.6044 - acc: 0.4659 84/367 [=====>........................] - ETA: 675s - loss: 1.5879 - acc: 0.4747 98/367 [=======>......................] - ETA: 639s - loss: 1.5803 - acc: 0.4770112/367 [========>.....................] - ETA: 607s - loss: 1.5619 - acc: 0.4867126/367 [=========>....................] - ETA: 574s - loss: 1.5408 - acc: 0.4948140/367 [==========>...................] - ETA: 541s - loss: 1.5333 - acc: 0.4983154/367 [===========>..................] - ETA: 507s - loss: 1.5301 - acc: 0.5010168/367 [============>.................] - ETA: 474s - loss: 1.5251 - acc: 0.5038182/367 [=============>................] - ETA: 440s - loss: 1.5240 - acc: 0.5045196/367 [===============>..............] - ETA: 408s - loss: 1.5169 - acc: 0.5072210/367 [================>.............] - ETA: 373s - loss: 1.5095 - acc: 0.5101224/367 [=================>............] - ETA: 341s - loss: 1.5104 - acc: 0.5107238/367 [==================>...........] - ETA: 307s - loss: 1.5113 - acc: 0.5110252/367 [===================>..........] - ETA: 274s - loss: 1.5095 - acc: 0.5112266/367 [====================>.........] - ETA: 240s - loss: 1.5180 - acc: 0.5061280/367 [=====================>........] - ETA: 207s - loss: 1.5148 - acc: 0.5072294/367 [=======================>......] - ETA: 174s - loss: 1.5119 - acc: 0.5083308/367 [========================>.....] - ETA: 140s - loss: 1.5081 - acc: 0.5094322/367 [=========================>....] - ETA: 107s - loss: 1.5039 - acc: 0.5101336/367 [==========================>...] - ETA: 74s - loss: 1.5025 - acc: 0.5120 350/367 [===========================>..] - ETA: 40s - loss: 1.4996 - acc: 0.5126364/367 [============================>.] - ETA: 7s - loss: 1.4962 - acc: 0.5147 367/367 [==============================] - 889s - loss: 1.4951 - acc: 0.5151
Epoch 4/100
14/367 [>.............................] - ETA: 829s - loss: 1.4564 - acc: 0.5492 28/367 [=>............................] - ETA: 803s - loss: 1.4601 - acc: 0.5317 42/367 [==>...........................] - ETA: 769s - loss: 1.4480 - acc: 0.5374 56/367 [===>..........................] - ETA: 740s - loss: 1.4765 - acc: 0.5231 70/367 [====>.........................] - ETA: 705s - loss: 1.4596 - acc: 0.5314 84/367 [=====>........................] - ETA: 675s - loss: 1.4503 - acc: 0.5308 98/367 [=======>......................] - ETA: 641s - loss: 1.4510 - acc: 0.5303112/367 [========>.....................] - ETA: 610s - loss: 1.4326 - acc: 0.5372126/367 [=========>....................] - ETA: 575s - loss: 1.4266 - acc: 0.5416140/367 [==========>...................] - ETA: 543s - loss: 1.4241 - acc: 0.5408154/367 [===========>..................] - ETA: 508s - loss: 1.4219 - acc: 0.5411168/367 [============>.................] - ETA: 476s - loss: 1.4202 - acc: 0.5429182/367 [=============>................] - ETA: 441s - loss: 1.4198 - acc: 0.5444196/367 [===============>..............] - ETA: 408s - loss: 1.4133 - acc: 0.5471210/367 [================>.............] - ETA: 374s - loss: 1.4144 - acc: 0.5471224/367 [=================>............] - ETA: 341s - loss: 1.4198 - acc: 0.5455238/367 [==================>...........] - ETA: 308s - loss: 1.4215 - acc: 0.5443252/367 [===================>..........] - ETA: 275s - loss: 1.4190 - acc: 0.5453266/367 [====================>.........] - ETA: 241s - loss: 1.4149 - acc: 0.5467280/367 [=====================>........] - ETA: 207s - loss: 1.4153 - acc: 0.5455294/367 [=======================>......] - ETA: 174s - loss: 1.4187 - acc: 0.5455308/367 [========================>.....] - ETA: 140s - loss: 1.4205 - acc: 0.5448322/367 [=========================>....] - ETA: 107s - loss: 1.4198 - acc: 0.5447336/367 [==========================>...] - ETA: 74s - loss: 1.4198 - acc: 0.5459 350/367 [===========================>..] - ETA: 40s - loss: 1.4211 - acc: 0.5450364/367 [============================>.] - ETA: 7s - loss: 1.4172 - acc: 0.5469 367/367 [==============================] - 889s - loss: 1.4171 - acc: 0.5466
Epoch 5/100
14/367 [>.............................] - ETA: 861s - loss: 1.4677 - acc: 0.5355 28/367 [=>............................] - ETA: 808s - loss: 1.4919 - acc: 0.5238 42/367 [==>...........................] - ETA: 782s - loss: 1.4678 - acc: 0.5281 56/367 [===>..........................] - ETA: 742s - loss: 1.4466 - acc: 0.5278 70/367 [====>.........................] - ETA: 712s - loss: 1.4197 - acc: 0.5403 84/367 [=====>........................] - ETA: 676s - loss: 1.4136 - acc: 0.5427 98/367 [=======>......................] - ETA: 643s - loss: 1.4074 - acc: 0.5456112/367 [========>.....................] - ETA: 607s - loss: 1.3885 - acc: 0.5528126/367 [=========>....................] - ETA: 575s - loss: 1.3864 - acc: 0.5554140/367 [==========>...................] - ETA: 540s - loss: 1.3780 - acc: 0.5577154/367 [===========>..................] - ETA: 508s - loss: 1.3910 - acc: 0.5533168/367 [============>.................] - ETA: 473s - loss: 1.3924 - acc: 0.5548182/367 [=============>................] - ETA: 441s - loss: 1.3911 - acc: 0.5566196/367 [===============>..............] - ETA: 407s - loss: 1.3950 - acc: 0.5540210/367 [================>.............] - ETA: 374s - loss: 1.3940 - acc: 0.5528224/367 [=================>............] - ETA: 340s - loss: 1.3937 - acc: 0.5530238/367 [==================>...........] - ETA: 308s - loss: 1.3915 - acc: 0.5547252/367 [===================>..........] - ETA: 274s - loss: 1.3930 - acc: 0.5541266/367 [====================>.........] - ETA: 241s - loss: 1.3966 - acc: 0.5522280/367 [=====================>........] - ETA: 207s - loss: 1.3973 - acc: 0.5516294/367 [=======================>......] - ETA: 174s - loss: 1.3947 - acc: 0.5536308/367 [========================>.....] - ETA: 140s - loss: 1.3926 - acc: 0.5550322/367 [=========================>....] - ETA: 107s - loss: 1.3940 - acc: 0.5543336/367 [==========================>...] - ETA: 73s - loss: 1.3889 - acc: 0.5566 350/367 [===========================>..] - ETA: 40s - loss: 1.3836 - acc: 0.5583364/367 [============================>.] - ETA: 7s - loss: 1.3765 - acc: 0.5620 367/367 [==============================] - 889s - loss: 1.3762 - acc: 0.5623
Epoch 6/100
14/367 [>.............................] - ETA: 836s - loss: 1.4279 - acc: 0.5475 28/367 [=>............................] - ETA: 816s - loss: 1.3440 - acc: 0.5669 42/367 [==>...........................] - ETA: 775s - loss: 1.3408 - acc: 0.5676 56/367 [===>..........................] - ETA: 745s - loss: 1.3149 - acc: 0.5774 70/367 [====>.........................] - ETA: 710s - loss: 1.3056 - acc: 0.5851 84/367 [=====>........................] - ETA: 679s - loss: 1.3127 - acc: 0.5842 98/367 [=======>......................] - ETA: 642s - loss: 1.3071 - acc: 0.5861112/367 [========>.....................] - ETA: 611s - loss: 1.2972 - acc: 0.5909126/367 [=========>....................] - ETA: 576s - loss: 1.2841 - acc: 0.5943140/367 [==========>...................] - ETA: 544s - loss: 1.2754 - acc: 0.5977154/367 [===========>..................] - ETA: 509s - loss: 1.2737 - acc: 0.5988168/367 [============>.................] - ETA: 476s - loss: 1.2657 - acc: 0.6008182/367 [=============>................] - ETA: 441s - loss: 1.2816 - acc: 0.5945196/367 [===============>..............] - ETA: 409s - loss: 1.2805 - acc: 0.5963210/367 [================>.............] - ETA: 374s - loss: 1.2975 - acc: 0.5915224/367 [=================>............] - ETA: 342s - loss: 1.2999 - acc: 0.5894238/367 [==================>...........] - ETA: 308s - loss: 1.3021 - acc: 0.5882252/367 [===================>..........] - ETA: 275s - loss: 1.3044 - acc: 0.5861266/367 [====================>.........] - ETA: 241s - loss: 1.3079 - acc: 0.5844280/367 [=====================>........] - ETA: 208s - loss: 1.3053 - acc: 0.5855294/367 [=======================>......] - ETA: 174s - loss: 1.3057 - acc: 0.5855308/367 [========================>.....] - ETA: 141s - loss: 1.2953 - acc: 0.5898322/367 [=========================>....] - ETA: 107s - loss: 1.2899 - acc: 0.5910336/367 [==========================>...] - ETA: 74s - loss: 1.2855 - acc: 0.5928 350/367 [===========================>..] - ETA: 40s - loss: 1.2824 - acc: 0.5943364/367 [============================>.] - ETA: 7s - loss: 1.2869 - acc: 0.5922 367/367 [==============================] - 891s - loss: 1.2856 - acc: 0.5930
Epoch 7/100
14/367 [>.............................] - ETA: 864s - loss: 1.2689 - acc: 0.6122 28/367 [=>............................] - ETA: 805s - loss: 1.2402 - acc: 0.6210 42/367 [==>...........................] - ETA: 780s - loss: 1.2383 - acc: 0.6176 56/367 [===>..........................] - ETA: 738s - loss: 1.2343 - acc: 0.6099 70/367 [====>.........................] - ETA: 709s - loss: 1.2252 - acc: 0.6089 84/367 [=====>........................] - ETA: 672s - loss: 1.2172 - acc: 0.6107 98/367 [=======>......................] - ETA: 641s - loss: 1.2078 - acc: 0.6136112/367 [========>.....................] - ETA: 606s - loss: 1.1943 - acc: 0.6195126/367 [=========>....................] - ETA: 574s - loss: 1.1796 - acc: 0.6269140/367 [==========>...................] - ETA: 539s - loss: 1.1705 - acc: 0.6291154/367 [===========>..................] - ETA: 507s - loss: 1.1706 - acc: 0.6284168/367 [============>.................] - ETA: 473s - loss: 1.1738 - acc: 0.6266182/367 [=============>................] - ETA: 441s - loss: 1.1699 - acc: 0.6276196/367 [===============>..............] - ETA: 407s - loss: 1.1815 - acc: 0.6227210/367 [================>.............] - ETA: 374s - loss: 1.1786 - acc: 0.6249224/367 [=================>............] - ETA: 340s - loss: 1.1751 - acc: 0.6252238/367 [==================>...........] - ETA: 307s - loss: 1.1734 - acc: 0.6282252/367 [===================>..........] - ETA: 273s - loss: 1.1693 - acc: 0.6292266/367 [====================>.........] - ETA: 240s - loss: 1.1687 - acc: 0.6289280/367 [=====================>........] - ETA: 207s - loss: 1.1641 - acc: 0.6317294/367 [=======================>......] - ETA: 174s - loss: 1.1625 - acc: 0.6328308/367 [========================>.....] - ETA: 140s - loss: 1.1622 - acc: 0.6331322/367 [=========================>....] - ETA: 107s - loss: 1.1729 - acc: 0.6291336/367 [==========================>...] - ETA: 73s - loss: 1.1707 - acc: 0.6297 350/367 [===========================>..] - ETA: 40s - loss: 1.1652 - acc: 0.6309364/367 [============================>.] - ETA: 7s - loss: 1.1706 - acc: 0.6290 367/367 [==============================] - 888s - loss: 1.1704 - acc: 0.6285
Epoch 8/100
14/367 [>.............................] - ETA: 812s - loss: 1.4034 - acc: 0.5587 28/367 [=>............................] - ETA: 797s - loss: 1.2644 - acc: 0.5995 42/367 [==>...........................] - ETA: 766s - loss: 1.2617 - acc: 0.6028 56/367 [===>..........................] - ETA: 739s - loss: 1.2429 - acc: 0.5999 70/367 [====>.........................] - ETA: 702s - loss: 1.2120 - acc: 0.6114 84/367 [=====>........................] - ETA: 673s - loss: 1.2016 - acc: 0.6146 98/367 [=======>......................] - ETA: 638s - loss: 1.1807 - acc: 0.6197112/367 [========>.....................] - ETA: 606s - loss: 1.1758 - acc: 0.6248126/367 [=========>....................] - ETA: 571s - loss: 1.1639 - acc: 0.6288140/367 [==========>...................] - ETA: 540s - loss: 1.1559 - acc: 0.6280154/367 [===========>..................] - ETA: 507s - loss: 1.1551 - acc: 0.6287168/367 [============>.................] - ETA: 475s - loss: 1.1579 - acc: 0.6298182/367 [=============>................] - ETA: 441s - loss: 1.1496 - acc: 0.6354196/367 [===============>..............] - ETA: 408s - loss: 1.1502 - acc: 0.6336210/367 [================>.............] - ETA: 374s - loss: 1.1442 - acc: 0.6353224/367 [=================>............] - ETA: 341s - loss: 1.1434 - acc: 0.6356238/367 [==================>...........] - ETA: 308s - loss: 1.1371 - acc: 0.6379252/367 [===================>..........] - ETA: 275s - loss: 1.1449 - acc: 0.6352266/367 [====================>.........] - ETA: 241s - loss: 1.1481 - acc: 0.6341280/367 [=====================>........] - ETA: 208s - loss: 1.1504 - acc: 0.6344294/367 [=======================>......] - ETA: 174s - loss: 1.1503 - acc: 0.6344308/367 [========================>.....] - ETA: 141s - loss: 1.1551 - acc: 0.6319322/367 [=========================>....] - ETA: 107s - loss: 1.1582 - acc: 0.6308336/367 [==========================>...] - ETA: 74s - loss: 1.1553 - acc: 0.6326 350/367 [===========================>..] - ETA: 40s - loss: 1.1581 - acc: 0.6309364/367 [============================>.] - ETA: 7s - loss: 1.1560 - acc: 0.6307 367/367 [==============================] - 891s - loss: 1.1559 - acc: 0.6306
Epoch 9/100
14/367 [>.............................] - ETA: 869s - loss: 1.1556 - acc: 0.6326 28/367 [=>............................] - ETA: 811s - loss: 1.1000 - acc: 0.6571 42/367 [==>...........................] - ETA: 782s - loss: 1.0827 - acc: 0.6578 56/367 [===>..........................] - ETA: 742s - loss: 1.0795 - acc: 0.6553 70/367 [====>.........................] - ETA: 712s - loss: 1.0644 - acc: 0.6598 84/367 [=====>........................] - ETA: 675s - loss: 1.0551 - acc: 0.6634 98/367 [=======>......................] - ETA: 645s - loss: 1.0579 - acc: 0.6588112/367 [========>.....................] - ETA: 610s - loss: 1.0569 - acc: 0.6574126/367 [=========>....................] - ETA: 579s - loss: 1.0610 - acc: 0.6522140/367 [==========>...................] - ETA: 544s - loss: 1.0648 - acc: 0.6520154/367 [===========>..................] - ETA: 511s - loss: 1.0770 - acc: 0.6472168/367 [============>.................] - ETA: 476s - loss: 1.0758 - acc: 0.6488182/367 [=============>................] - ETA: 443s - loss: 1.0941 - acc: 0.6444196/367 [===============>..............] - ETA: 408s - loss: 1.0850 - acc: 0.6473210/367 [================>.............] - ETA: 375s - loss: 1.0845 - acc: 0.6475224/367 [=================>............] - ETA: 341s - loss: 1.0846 - acc: 0.6488238/367 [==================>...........] - ETA: 308s - loss: 1.0778 - acc: 0.6521252/367 [===================>..........] - ETA: 274s - loss: 1.0882 - acc: 0.6493266/367 [====================>.........] - ETA: 241s - loss: 1.0931 - acc: 0.6487280/367 [=====================>........] - ETA: 207s - loss: 1.0930 - acc: 0.6481294/367 [=======================>......] - ETA: 174s - loss: 1.0918 - acc: 0.6476308/367 [========================>.....] - ETA: 141s - loss: 1.0903 - acc: 0.6496322/367 [=========================>....] - ETA: 107s - loss: 1.0942 - acc: 0.6476336/367 [==========================>...] - ETA: 74s - loss: 1.0920 - acc: 0.6488 350/367 [===========================>..] - ETA: 40s - loss: 1.0927 - acc: 0.6504364/367 [============================>.] - ETA: 7s - loss: 1.0947 - acc: 0.6493 367/367 [==============================] - 892s - loss: 1.0946 - acc: 0.6495
Epoch 10/100
14/367 [>.............................] - ETA: 839s - loss: 1.1203 - acc: 0.6492 28/367 [=>............................] - ETA: 819s - loss: 1.1309 - acc: 0.6560 42/367 [==>...........................] - ETA: 775s - loss: 1.0984 - acc: 0.6669 56/367 [===>..........................] - ETA: 748s - loss: 1.0905 - acc: 0.6642 70/367 [====>.........................] - ETA: 709s - loss: 1.0994 - acc: 0.6618 84/367 [=====>........................] - ETA: 678s - loss: 1.1007 - acc: 0.6566 98/367 [=======>......................] - ETA: 643s - loss: 1.1079 - acc: 0.6541112/367 [========>.....................] - ETA: 611s - loss: 1.0955 - acc: 0.6545126/367 [=========>....................] - ETA: 576s - loss: 1.0849 - acc: 0.6566140/367 [==========>...................] - ETA: 544s - loss: 1.0802 - acc: 0.6557154/367 [===========>..................] - ETA: 510s - loss: 1.0803 - acc: 0.6532168/367 [============>.................] - ETA: 477s - loss: 1.0749 - acc: 0.6554182/367 [=============>................] - ETA: 442s - loss: 1.0662 - acc: 0.6583196/367 [===============>..............] - ETA: 410s - loss: 1.0651 - acc: 0.6587210/367 [================>.............] - ETA: 376s - loss: 1.0632 - acc: 0.6599224/367 [=================>............] - ETA: 343s - loss: 1.0689 - acc: 0.6580238/367 [==================>...........] - ETA: 309s - loss: 1.0678 - acc: 0.6586252/367 [===================>..........] - ETA: 275s - loss: 1.0742 - acc: 0.6549266/367 [====================>.........] - ETA: 242s - loss: 1.0740 - acc: 0.6538280/367 [=====================>........] - ETA: 208s - loss: 1.0679 - acc: 0.6557294/367 [=======================>......] - ETA: 174s - loss: 1.0679 - acc: 0.6545308/367 [========================>.....] - ETA: 141s - loss: 1.0643 - acc: 0.6557322/367 [=========================>....] - ETA: 107s - loss: 1.0655 - acc: 0.6544336/367 [==========================>...] - ETA: 74s - loss: 1.0666 - acc: 0.6538 350/367 [===========================>..] - ETA: 40s - loss: 1.0672 - acc: 0.6540364/367 [============================>.] - ETA: 7s - loss: 1.0733 - acc: 0.6516 367/367 [==============================] - 893s - loss: 1.0744 - acc: 0.6512
Epoch 11/100
14/367 [>.............................] - ETA: 822s - loss: 1.2338 - acc: 0.5944 28/367 [=>............................] - ETA: 809s - loss: 1.2173 - acc: 0.6163 42/367 [==>...........................] - ETA: 769s - loss: 1.1607 - acc: 0.6286 56/367 [===>..........................] - ETA: 745s - loss: 1.1357 - acc: 0.6328 70/367 [====>.........................] - ETA: 709s - loss: 1.1157 - acc: 0.6400 84/367 [=====>........................] - ETA: 679s - loss: 1.0883 - acc: 0.6473 98/367 [=======>......................] - ETA: 641s - loss: 1.0841 - acc: 0.6476112/367 [========>.....................] - ETA: 610s - loss: 1.0812 - acc: 0.6462126/367 [=========>....................] - ETA: 576s - loss: 1.0886 - acc: 0.6444140/367 [==========>...................] - ETA: 544s - loss: 1.0816 - acc: 0.6460154/367 [===========>..................] - ETA: 510s - loss: 1.0716 - acc: 0.6479168/367 [============>.................] - ETA: 477s - loss: 1.0630 - acc: 0.6486182/367 [=============>................] - ETA: 442s - loss: 1.0551 - acc: 0.6517196/367 [===============>..............] - ETA: 410s - loss: 1.0477 - acc: 0.6536210/367 [================>.............] - ETA: 376s - loss: 1.0423 - acc: 0.6557224/367 [=================>............] - ETA: 343s - loss: 1.0375 - acc: 0.6571238/367 [==================>...........] - ETA: 309s - loss: 1.0349 - acc: 0.6591252/367 [===================>..........] - ETA: 275s - loss: 1.0382 - acc: 0.6575266/367 [====================>.........] - ETA: 241s - loss: 1.0323 - acc: 0.6596280/367 [=====================>........] - ETA: 208s - loss: 1.0448 - acc: 0.6590294/367 [=======================>......] - ETA: 174s - loss: 1.0733 - acc: 0.6527308/367 [========================>.....] - ETA: 141s - loss: 1.0808 - acc: 0.6518322/367 [=========================>....] - ETA: 107s - loss: 1.0868 - acc: 0.6500336/367 [==========================>...] - ETA: 74s - loss: 1.0906 - acc: 0.6483 350/367 [===========================>..] - ETA: 40s - loss: 1.0934 - acc: 0.6478364/367 [============================>.] - ETA: 7s - loss: 1.0911 - acc: 0.6480 367/367 [==============================] - 893s - loss: 1.0930 - acc: 0.6478
Epoch 12/100
14/367 [>.............................] - ETA: 829s - loss: 1.2617 - acc: 0.5503 28/367 [=>............................] - ETA: 811s - loss: 1.2814 - acc: 0.5725 42/367 [==>...........................] - ETA: 770s - loss: 1.2482 - acc: 0.5770 56/367 [===>..........................] - ETA: 743s - loss: 1.2359 - acc: 0.5871 70/367 [====>.........................] - ETA: 707s - loss: 1.1791 - acc: 0.6081 84/367 [=====>........................] - ETA: 677s - loss: 1.1631 - acc: 0.6108 98/367 [=======>......................] - ETA: 642s - loss: 1.1409 - acc: 0.6197112/367 [========>.....................] - ETA: 610s - loss: 1.1245 - acc: 0.6271126/367 [=========>....................] - ETA: 575s - loss: 1.1106 - acc: 0.6335140/367 [==========>...................] - ETA: 542s - loss: 1.1084 - acc: 0.6353154/367 [===========>..................] - ETA: 508s - loss: 1.0982 - acc: 0.6422168/367 [============>.................] - ETA: 475s - loss: 1.1042 - acc: 0.6383182/367 [=============>................] - ETA: 441s - loss: 1.0984 - acc: 0.6420196/367 [===============>..............] - ETA: 408s - loss: 1.0967 - acc: 0.6409210/367 [================>.............] - ETA: 374s - loss: 1.0940 - acc: 0.6422224/367 [=================>............] - ETA: 341s - loss: 1.0912 - acc: 0.6427238/367 [==================>...........] - ETA: 307s - loss: 1.0838 - acc: 0.6459252/367 [===================>..........] - ETA: 274s - loss: 1.0830 - acc: 0.6468266/367 [====================>.........] - ETA: 240s - loss: 1.0808 - acc: 0.6462280/367 [=====================>........] - ETA: 207s - loss: 1.0744 - acc: 0.6496294/367 [=======================>......] - ETA: 174s - loss: 1.0697 - acc: 0.6514308/367 [========================>.....] - ETA: 140s - loss: 1.0665 - acc: 0.6524322/367 [=========================>....] - ETA: 107s - loss: 1.0577 - acc: 0.6557336/367 [==========================>...] - ETA: 74s - loss: 1.0554 - acc: 0.6555 350/367 [===========================>..] - ETA: 40s - loss: 1.0539 - acc: 0.6557364/367 [============================>.] - ETA: 7s - loss: 1.0522 - acc: 0.6565 367/367 [==============================] - 889s - loss: 1.0515 - acc: 0.6569
Epoch 13/100
14/367 [>.............................] - ETA: 869s - loss: 1.0782 - acc: 0.6386 28/367 [=>............................] - ETA: 817s - loss: 1.0839 - acc: 0.6439 42/367 [==>...........................] - ETA: 786s - loss: 1.0301 - acc: 0.6670 56/367 [===>..........................] - ETA: 750s - loss: 0.9959 - acc: 0.6819 70/367 [====>.........................] - ETA: 720s - loss: 1.0054 - acc: 0.6807 84/367 [=====>........................] - ETA: 681s - loss: 1.0053 - acc: 0.6792 98/367 [=======>......................] - ETA: 650s - loss: 0.9849 - acc: 0.6848112/367 [========>.....................] - ETA: 614s - loss: 0.9892 - acc: 0.6792126/367 [=========>....................] - ETA: 581s - loss: 0.9983 - acc: 0.6757140/367 [==========>...................] - ETA: 546s - loss: 0.9972 - acc: 0.6744154/367 [===========>..................] - ETA: 513s - loss: 0.9996 - acc: 0.6740168/367 [============>.................] - ETA: 478s - loss: 0.9957 - acc: 0.6738182/367 [=============>................] - ETA: 444s - loss: 0.9964 - acc: 0.6725196/367 [===============>..............] - ETA: 410s - loss: 1.0002 - acc: 0.6717210/367 [================>.............] - ETA: 377s - loss: 1.0060 - acc: 0.6693224/367 [=================>............] - ETA: 343s - loss: 1.0137 - acc: 0.6667238/367 [==================>...........] - ETA: 310s - loss: 1.0150 - acc: 0.6659252/367 [===================>..........] - ETA: 275s - loss: 1.0120 - acc: 0.6664266/367 [====================>.........] - ETA: 242s - loss: 1.0077 - acc: 0.6683280/367 [=====================>........] - ETA: 208s - loss: 1.0000 - acc: 0.6713294/367 [=======================>......] - ETA: 175s - loss: 1.0061 - acc: 0.6687308/367 [========================>.....] - ETA: 141s - loss: 1.0115 - acc: 0.6661322/367 [=========================>....] - ETA: 108s - loss: 1.0144 - acc: 0.6649336/367 [==========================>...] - ETA: 74s - loss: 1.0177 - acc: 0.6632 350/367 [===========================>..] - ETA: 40s - loss: 1.0159 - acc: 0.6637364/367 [============================>.] - ETA: 7s - loss: 1.0100 - acc: 0.6663 367/367 [==============================] - 894s - loss: 1.0094 - acc: 0.6666
Epoch 14/100
14/367 [>.............................] - ETA: 827s - loss: 0.9426 - acc: 0.6884 28/367 [=>............................] - ETA: 810s - loss: 0.9797 - acc: 0.6764 42/367 [==>...........................] - ETA: 772s - loss: 0.9646 - acc: 0.6821 56/367 [===>..........................] - ETA: 745s - loss: 0.9444 - acc: 0.6942 70/367 [====>.........................] - ETA: 707s - loss: 0.9283 - acc: 0.7017 84/367 [=====>........................] - ETA: 678s - loss: 0.9659 - acc: 0.6874 98/367 [=======>......................] - ETA: 641s - loss: 0.9657 - acc: 0.6876112/367 [========>.....................] - ETA: 610s - loss: 0.9901 - acc: 0.6755126/367 [=========>....................] - ETA: 576s - loss: 1.0021 - acc: 0.6687140/367 [==========>...................] - ETA: 544s - loss: 0.9941 - acc: 0.6728154/367 [===========>..................] - ETA: 509s - loss: 0.9977 - acc: 0.6701168/367 [============>.................] - ETA: 476s - loss: 1.0021 - acc: 0.6660182/367 [=============>................] - ETA: 442s - loss: 0.9994 - acc: 0.6673196/367 [===============>..............] - ETA: 409s - loss: 0.9945 - acc: 0.6687210/367 [================>.............] - ETA: 375s - loss: 1.0070 - acc: 0.6644224/367 [=================>............] - ETA: 342s - loss: 1.0133 - acc: 0.6636238/367 [==================>...........] - ETA: 308s - loss: 1.0074 - acc: 0.6663252/367 [===================>..........] - ETA: 275s - loss: 1.0014 - acc: 0.6683266/367 [====================>.........] - ETA: 241s - loss: 1.0055 - acc: 0.6672280/367 [=====================>........] - ETA: 208s - loss: 1.0071 - acc: 0.6666294/367 [=======================>......] - ETA: 174s - loss: 1.0055 - acc: 0.6674308/367 [========================>.....] - ETA: 141s - loss: 1.0057 - acc: 0.6656322/367 [=========================>....] - ETA: 107s - loss: 1.0094 - acc: 0.6641336/367 [==========================>...] - ETA: 74s - loss: 1.0033 - acc: 0.6673 350/367 [===========================>..] - ETA: 40s - loss: 1.0054 - acc: 0.6666364/367 [============================>.] - ETA: 7s - loss: 1.0066 - acc: 0.6666 367/367 [==============================] - 892s - loss: 1.0054 - acc: 0.6673
Epoch 15/100
14/367 [>.............................] - ETA: 817s - loss: 1.0692 - acc: 0.6364 28/367 [=>............................] - ETA: 806s - loss: 1.0119 - acc: 0.6668 42/367 [==>...........................] - ETA: 769s - loss: 1.0005 - acc: 0.6615 56/367 [===>..........................] - ETA: 743s - loss: 0.9782 - acc: 0.6714 70/367 [====>.........................] - ETA: 708s - loss: 0.9866 - acc: 0.6730 84/367 [=====>........................] - ETA: 677s - loss: 0.9830 - acc: 0.6706 98/367 [=======>......................] - ETA: 640s - loss: 0.9693 - acc: 0.6786112/367 [========>.....................] - ETA: 609s - loss: 0.9679 - acc: 0.6803126/367 [=========>....................] - ETA: 574s - loss: 0.9765 - acc: 0.6778140/367 [==========>...................] - ETA: 541s - loss: 0.9822 - acc: 0.6750154/367 [===========>..................] - ETA: 506s - loss: 0.9861 - acc: 0.6739168/367 [============>.................] - ETA: 474s - loss: 0.9930 - acc: 0.6706182/367 [=============>................] - ETA: 440s - loss: 0.9918 - acc: 0.6712196/367 [===============>..............] - ETA: 408s - loss: 0.9890 - acc: 0.6722210/367 [================>.............] - ETA: 374s - loss: 0.9895 - acc: 0.6712224/367 [=================>............] - ETA: 341s - loss: 0.9925 - acc: 0.6711238/367 [==================>...........] - ETA: 307s - loss: 0.9890 - acc: 0.6727252/367 [===================>..........] - ETA: 274s - loss: 0.9935 - acc: 0.6710266/367 [====================>.........] - ETA: 241s - loss: 0.9923 - acc: 0.6710280/367 [=====================>........] - ETA: 208s - loss: 0.9917 - acc: 0.6701294/367 [=======================>......] - ETA: 174s - loss: 0.9909 - acc: 0.6702308/367 [========================>.....] - ETA: 140s - loss: 0.9909 - acc: 0.6708322/367 [=========================>....] - ETA: 107s - loss: 0.9972 - acc: 0.6699336/367 [==========================>...] - ETA: 74s - loss: 0.9950 - acc: 0.6704 350/367 [===========================>..] - ETA: 40s - loss: 0.9911 - acc: 0.6724364/367 [============================>.] - ETA: 7s - loss: 0.9890 - acc: 0.6728 367/367 [==============================] - 890s - loss: 0.9887 - acc: 0.6730
Epoch 16/100
14/367 [>.............................] - ETA: 876s - loss: 1.0891 - acc: 0.6670 28/367 [=>............................] - ETA: 825s - loss: 1.1022 - acc: 0.6538 42/367 [==>...........................] - ETA: 791s - loss: 1.0960 - acc: 0.6491 56/367 [===>..........................] - ETA: 750s - loss: 1.0715 - acc: 0.6612 70/367 [====>.........................] - ETA: 717s - loss: 1.0819 - acc: 0.6567 84/367 [=====>........................] - ETA: 679s - loss: 1.0670 - acc: 0.6559 98/367 [=======>......................] - ETA: 648s - loss: 1.0446 - acc: 0.6633112/367 [========>.....................] - ETA: 610s - loss: 1.0323 - acc: 0.6664126/367 [=========>....................] - ETA: 578s - loss: 1.0215 - acc: 0.6707140/367 [==========>...................] - ETA: 544s - loss: 1.0327 - acc: 0.6630154/367 [===========>..................] - ETA: 511s - loss: 1.0229 - acc: 0.6656168/367 [============>.................] - ETA: 477s - loss: 1.0119 - acc: 0.6690182/367 [=============>................] - ETA: 444s - loss: 1.0058 - acc: 0.6710196/367 [===============>..............] - ETA: 410s - loss: 1.0067 - acc: 0.6680210/367 [================>.............] - ETA: 377s - loss: 1.0004 - acc: 0.6702224/367 [=================>............] - ETA: 342s - loss: 0.9933 - acc: 0.6727238/367 [==================>...........] - ETA: 309s - loss: 0.9888 - acc: 0.6736252/367 [===================>..........] - ETA: 275s - loss: 0.9974 - acc: 0.6698266/367 [====================>.........] - ETA: 242s - loss: 0.9988 - acc: 0.6691280/367 [=====================>........] - ETA: 208s - loss: 1.0015 - acc: 0.6696294/367 [=======================>......] - ETA: 175s - loss: 1.0038 - acc: 0.6697308/367 [========================>.....] - ETA: 141s - loss: 1.0079 - acc: 0.6683322/367 [=========================>....] - ETA: 108s - loss: 1.0105 - acc: 0.6680336/367 [==========================>...] - ETA: 74s - loss: 1.0105 - acc: 0.6687 350/367 [===========================>..] - ETA: 40s - loss: 1.0105 - acc: 0.6681364/367 [============================>.] - ETA: 7s - loss: 1.0067 - acc: 0.6693 367/367 [==============================] - 894s - loss: 1.0078 - acc: 0.6692
Epoch 17/100
14/367 [>.............................] - ETA: 808s - loss: 1.0413 - acc: 0.6433 28/367 [=>............................] - ETA: 804s - loss: 1.0022 - acc: 0.6615 42/367 [==>...........................] - ETA: 765s - loss: 0.9689 - acc: 0.6725 56/367 [===>..........................] - ETA: 740s - loss: 0.9785 - acc: 0.6604 70/367 [====>.........................] - ETA: 703s - loss: 0.9777 - acc: 0.6638 84/367 [=====>........................] - ETA: 674s - loss: 0.9825 - acc: 0.6632 98/367 [=======>......................] - ETA: 639s - loss: 0.9790 - acc: 0.6676112/367 [========>.....................] - ETA: 608s - loss: 0.9695 - acc: 0.6735126/367 [=========>....................] - ETA: 573s - loss: 0.9655 - acc: 0.6744140/367 [==========>...................] - ETA: 541s - loss: 0.9581 - acc: 0.6778154/367 [===========>..................] - ETA: 506s - loss: 0.9627 - acc: 0.6776168/367 [============>.................] - ETA: 473s - loss: 0.9623 - acc: 0.6764182/367 [=============>................] - ETA: 439s - loss: 0.9583 - acc: 0.6783196/367 [===============>..............] - ETA: 407s - loss: 0.9581 - acc: 0.6786210/367 [================>.............] - ETA: 373s - loss: 0.9592 - acc: 0.6774224/367 [=================>............] - ETA: 341s - loss: 0.9569 - acc: 0.6789238/367 [==================>...........] - ETA: 307s - loss: 0.9524 - acc: 0.6812252/367 [===================>..........] - ETA: 274s - loss: 0.9537 - acc: 0.6800266/367 [====================>.........] - ETA: 240s - loss: 0.9550 - acc: 0.6798280/367 [=====================>........] - ETA: 207s - loss: 0.9619 - acc: 0.6782294/367 [=======================>......] - ETA: 174s - loss: 0.9600 - acc: 0.6800308/367 [========================>.....] - ETA: 141s - loss: 0.9548 - acc: 0.6821322/367 [=========================>....] - ETA: 107s - loss: 0.9557 - acc: 0.6814336/367 [==========================>...] - ETA: 74s - loss: 0.9507 - acc: 0.6827 350/367 [===========================>..] - ETA: 40s - loss: 0.9489 - acc: 0.6840364/367 [============================>.] - ETA: 7s - loss: 0.9481 - acc: 0.6842 367/367 [==============================] - 892s - loss: 0.9482 - acc: 0.6843
Epoch 18/100
14/367 [>.............................] - ETA: 820s - loss: 0.9876 - acc: 0.6724 28/367 [=>............................] - ETA: 810s - loss: 0.9647 - acc: 0.6835 42/367 [==>...........................] - ETA: 770s - loss: 0.9307 - acc: 0.6920 56/367 [===>..........................] - ETA: 742s - loss: 0.9041 - acc: 0.7005 70/367 [====>.........................] - ETA: 706s - loss: 0.9088 - acc: 0.7003 84/367 [=====>........................] - ETA: 676s - loss: 0.9147 - acc: 0.6959 98/367 [=======>......................] - ETA: 641s - loss: 0.9157 - acc: 0.6981112/367 [========>.....................] - ETA: 608s - loss: 0.9138 - acc: 0.6982126/367 [=========>....................] - ETA: 573s - loss: 0.9204 - acc: 0.6964140/367 [==========>...................] - ETA: 541s - loss: 0.9345 - acc: 0.6913154/367 [===========>..................] - ETA: 507s - loss: 0.9298 - acc: 0.6932168/367 [============>.................] - ETA: 475s - loss: 0.9310 - acc: 0.6928182/367 [=============>................] - ETA: 441s - loss: 0.9240 - acc: 0.6952196/367 [===============>..............] - ETA: 408s - loss: 0.9230 - acc: 0.6959210/367 [================>.............] - ETA: 375s - loss: 0.9317 - acc: 0.6916224/367 [=================>............] - ETA: 342s - loss: 0.9442 - acc: 0.6862238/367 [==================>...........] - ETA: 308s - loss: 0.9589 - acc: 0.6828252/367 [===================>..........] - ETA: 275s - loss: 0.9575 - acc: 0.6834266/367 [====================>.........] - ETA: 241s - loss: 0.9555 - acc: 0.6833280/367 [=====================>........] - ETA: 208s - loss: 0.9577 - acc: 0.6826294/367 [=======================>......] - ETA: 174s - loss: 0.9534 - acc: 0.6848308/367 [========================>.....] - ETA: 141s - loss: 0.9551 - acc: 0.6850322/367 [=========================>....] - ETA: 107s - loss: 0.9497 - acc: 0.6871336/367 [==========================>...] - ETA: 74s - loss: 0.9540 - acc: 0.6864 350/367 [===========================>..] - ETA: 40s - loss: 0.9598 - acc: 0.6844364/367 [============================>.] - ETA: 7s - loss: 0.9590 - acc: 0.6857 367/367 [==============================] - 890s - loss: 0.9595 - acc: 0.6850
Epoch 19/100
14/367 [>.............................] - ETA: 828s - loss: 1.0393 - acc: 0.6462 28/367 [=>............................] - ETA: 813s - loss: 0.9857 - acc: 0.6771 42/367 [==>...........................] - ETA: 770s - loss: 0.9675 - acc: 0.6813 56/367 [===>..........................] - ETA: 741s - loss: 0.9692 - acc: 0.6793 70/367 [====>.........................] - ETA: 704s - loss: 0.9429 - acc: 0.6901 84/367 [=====>........................] - ETA: 674s - loss: 0.9441 - acc: 0.6863 98/367 [=======>......................] - ETA: 640s - loss: 0.9430 - acc: 0.6890112/367 [========>.....................] - ETA: 609s - loss: 0.9647 - acc: 0.6821126/367 [=========>....................] - ETA: 574s - loss: 0.9723 - acc: 0.6783140/367 [==========>...................] - ETA: 543s - loss: 0.9714 - acc: 0.6785154/367 [===========>..................] - ETA: 508s - loss: 0.9699 - acc: 0.6796168/367 [============>.................] - ETA: 476s - loss: 0.9666 - acc: 0.6801182/367 [=============>................] - ETA: 442s - loss: 0.9634 - acc: 0.6821196/367 [===============>..............] - ETA: 409s - loss: 0.9560 - acc: 0.6854210/367 [================>.............] - ETA: 375s - loss: 0.9560 - acc: 0.6850224/367 [=================>............] - ETA: 342s - loss: 0.9495 - acc: 0.6876238/367 [==================>...........] - ETA: 308s - loss: 0.9438 - acc: 0.6884252/367 [===================>..........] - ETA: 275s - loss: 0.9382 - acc: 0.6904266/367 [====================>.........] - ETA: 241s - loss: 0.9317 - acc: 0.6927280/367 [=====================>........] - ETA: 208s - loss: 0.9290 - acc: 0.6936294/367 [=======================>......] - ETA: 174s - loss: 0.9308 - acc: 0.6923308/367 [========================>.....] - ETA: 141s - loss: 0.9305 - acc: 0.6921322/367 [=========================>....] - ETA: 107s - loss: 0.9245 - acc: 0.6945336/367 [==========================>...] - ETA: 74s - loss: 0.9196 - acc: 0.6970 350/367 [===========================>..] - ETA: 40s - loss: 0.9251 - acc: 0.6938364/367 [============================>.] - ETA: 7s - loss: 0.9234 - acc: 0.6951 367/367 [==============================] - 892s - loss: 0.9243 - acc: 0.6951
Epoch 20/100
14/367 [>.............................] - ETA: 818s - loss: 1.0372 - acc: 0.6455 28/367 [=>............................] - ETA: 808s - loss: 1.0534 - acc: 0.6571 42/367 [==>...........................] - ETA: 767s - loss: 1.0245 - acc: 0.6587 56/367 [===>..........................] - ETA: 741s - loss: 0.9734 - acc: 0.6852 70/367 [====>.........................] - ETA: 704s - loss: 1.0046 - acc: 0.6668 84/367 [=====>........................] - ETA: 675s - loss: 1.0148 - acc: 0.6595 98/367 [=======>......................] - ETA: 639s - loss: 1.0028 - acc: 0.6639112/367 [========>.....................] - ETA: 609s - loss: 0.9942 - acc: 0.6686126/367 [=========>....................] - ETA: 575s - loss: 0.9864 - acc: 0.6714140/367 [==========>...................] - ETA: 542s - loss: 0.9804 - acc: 0.6756154/367 [===========>..................] - ETA: 508s - loss: 0.9620 - acc: 0.6824168/367 [============>.................] - ETA: 476s - loss: 0.9535 - acc: 0.6852182/367 [=============>................] - ETA: 441s - loss: 0.9463 - acc: 0.6869196/367 [===============>..............] - ETA: 409s - loss: 0.9469 - acc: 0.6864210/367 [================>.............] - ETA: 375s - loss: 0.9420 - acc: 0.6877224/367 [=================>............] - ETA: 342s - loss: 0.9391 - acc: 0.6892238/367 [==================>...........] - ETA: 308s - loss: 0.9374 - acc: 0.6913252/367 [===================>..........] - ETA: 275s - loss: 0.9381 - acc: 0.6915266/367 [====================>.........] - ETA: 241s - loss: 0.9357 - acc: 0.6916280/367 [=====================>........] - ETA: 208s - loss: 0.9313 - acc: 0.6930294/367 [=======================>......] - ETA: 174s - loss: 0.9312 - acc: 0.6932308/367 [========================>.....] - ETA: 141s - loss: 0.9343 - acc: 0.6921322/367 [=========================>....] - ETA: 107s - loss: 0.9366 - acc: 0.6917336/367 [==========================>...] - ETA: 74s - loss: 0.9318 - acc: 0.6938 350/367 [===========================>..] - ETA: 40s - loss: 0.9238 - acc: 0.6958364/367 [============================>.] - ETA: 7s - loss: 0.9203 - acc: 0.6973 367/367 [==============================] - 892s - loss: 0.9189 - acc: 0.6976
Epoch 21/100
14/367 [>.............................] - ETA: 821s - loss: 0.9343 - acc: 0.7094 28/367 [=>............................] - ETA: 808s - loss: 0.9183 - acc: 0.7039 42/367 [==>...........................] - ETA: 776s - loss: 0.8904 - acc: 0.7104 56/367 [===>..........................] - ETA: 750s - loss: 0.9168 - acc: 0.7037 70/367 [====>.........................] - ETA: 711s - loss: 0.9289 - acc: 0.6966 84/367 [=====>........................] - ETA: 682s - loss: 0.9270 - acc: 0.6971 98/367 [=======>......................] - ETA: 645s - loss: 0.9208 - acc: 0.7004112/367 [========>.....................] - ETA: 611s - loss: 0.9128 - acc: 0.7034126/367 [=========>....................] - ETA: 576s - loss: 0.9213 - acc: 0.6996140/367 [==========>...................] - ETA: 543s - loss: 0.9163 - acc: 0.7000154/367 [===========>..................] - ETA: 509s - loss: 0.9157 - acc: 0.6990168/367 [============>.................] - ETA: 477s - loss: 0.9069 - acc: 0.7029182/367 [=============>................] - ETA: 442s - loss: 0.9083 - acc: 0.7025196/367 [===============>..............] - ETA: 409s - loss: 0.9070 - acc: 0.7024210/367 [================>.............] - ETA: 375s - loss: 0.9101 - acc: 0.7009224/367 [=================>............] - ETA: 342s - loss: 0.9134 - acc: 0.7004238/367 [==================>...........] - ETA: 308s - loss: 0.9149 - acc: 0.7003252/367 [===================>..........] - ETA: 275s - loss: 0.9085 - acc: 0.7022266/367 [====================>.........] - ETA: 241s - loss: 0.9165 - acc: 0.6998280/367 [=====================>........] - ETA: 208s - loss: 0.9153 - acc: 0.7002294/367 [=======================>......] - ETA: 174s - loss: 0.9131 - acc: 0.7014308/367 [========================>.....] - ETA: 141s - loss: 0.9078 - acc: 0.7036322/367 [=========================>....] - ETA: 107s - loss: 0.9065 - acc: 0.7041336/367 [==========================>...] - ETA: 74s - loss: 0.9036 - acc: 0.7049 350/367 [===========================>..] - ETA: 40s - loss: 0.9046 - acc: 0.7045364/367 [============================>.] - ETA: 7s - loss: 0.9010 - acc: 0.7060 367/367 [==============================] - 889s - loss: 0.9002 - acc: 0.7060
Epoch 22/100
14/367 [>.............................] - ETA: 820s - loss: 0.9870 - acc: 0.6620 28/367 [=>............................] - ETA: 816s - loss: 1.0075 - acc: 0.6734 42/367 [==>...........................] - ETA: 773s - loss: 0.9976 - acc: 0.6715 56/367 [===>..........................] - ETA: 748s - loss: 0.9765 - acc: 0.6779 70/367 [====>.........................] - ETA: 710s - loss: 0.9676 - acc: 0.6798 84/367 [=====>........................] - ETA: 680s - loss: 0.9379 - acc: 0.6942 98/367 [=======>......................] - ETA: 643s - loss: 0.9202 - acc: 0.7000112/367 [========>.....................] - ETA: 612s - loss: 0.9096 - acc: 0.7045126/367 [=========>....................] - ETA: 577s - loss: 0.8949 - acc: 0.7111140/367 [==========>...................] - ETA: 546s - loss: 0.8870 - acc: 0.7147154/367 [===========>..................] - ETA: 511s - loss: 0.8796 - acc: 0.7178168/367 [============>.................] - ETA: 478s - loss: 0.8771 - acc: 0.7188182/367 [=============>................] - ETA: 443s - loss: 0.8886 - acc: 0.7152196/367 [===============>..............] - ETA: 410s - loss: 0.8904 - acc: 0.7162210/367 [================>.............] - ETA: 376s - loss: 0.8888 - acc: 0.7153224/367 [=================>............] - ETA: 343s - loss: 0.8975 - acc: 0.7125238/367 [==================>...........] - ETA: 309s - loss: 0.8957 - acc: 0.7115252/367 [===================>..........] - ETA: 276s - loss: 0.8978 - acc: 0.7107266/367 [====================>.........] - ETA: 242s - loss: 0.8983 - acc: 0.7103280/367 [=====================>........] - ETA: 209s - loss: 0.8952 - acc: 0.7116294/367 [=======================>......] - ETA: 175s - loss: 0.8948 - acc: 0.7111308/367 [========================>.....] - ETA: 141s - loss: 0.8951 - acc: 0.7103322/367 [=========================>....] - ETA: 107s - loss: 0.8916 - acc: 0.7116336/367 [==========================>...] - ETA: 74s - loss: 0.8875 - acc: 0.7129 350/367 [===========================>..] - ETA: 40s - loss: 0.8869 - acc: 0.7131364/367 [============================>.] - ETA: 7s - loss: 0.8872 - acc: 0.7127 367/367 [==============================] - 893s - loss: 0.8866 - acc: 0.7129
Epoch 23/100
14/367 [>.............................] - ETA: 823s - loss: 0.9873 - acc: 0.6880 28/367 [=>............................] - ETA: 809s - loss: 1.0981 - acc: 0.6479 42/367 [==>...........................] - ETA: 764s - loss: 1.0742 - acc: 0.6555 56/367 [===>..........................] - ETA: 739s - loss: 1.0243 - acc: 0.6765 70/367 [====>.........................] - ETA: 704s - loss: 0.9893 - acc: 0.6835 84/367 [=====>........................] - ETA: 675s - loss: 0.9644 - acc: 0.6911 98/367 [=======>......................] - ETA: 643s - loss: 0.9503 - acc: 0.6916112/367 [========>.....................] - ETA: 611s - loss: 0.9409 - acc: 0.6963126/367 [=========>....................] - ETA: 575s - loss: 0.9327 - acc: 0.6990140/367 [==========>...................] - ETA: 543s - loss: 0.9343 - acc: 0.6952154/367 [===========>..................] - ETA: 508s - loss: 0.9309 - acc: 0.6966168/367 [============>.................] - ETA: 475s - loss: 0.9268 - acc: 0.6989182/367 [=============>................] - ETA: 441s - loss: 0.9198 - acc: 0.7016196/367 [===============>..............] - ETA: 409s - loss: 0.9127 - acc: 0.7047210/367 [================>.............] - ETA: 375s - loss: 0.9029 - acc: 0.7085224/367 [=================>............] - ETA: 342s - loss: 0.8923 - acc: 0.7129238/367 [==================>...........] - ETA: 308s - loss: 0.8961 - acc: 0.7114252/367 [===================>..........] - ETA: 275s - loss: 0.8973 - acc: 0.7098266/367 [====================>.........] - ETA: 241s - loss: 0.9032 - acc: 0.7082280/367 [=====================>........] - ETA: 208s - loss: 0.8992 - acc: 0.7097294/367 [=======================>......] - ETA: 174s - loss: 0.8966 - acc: 0.7102308/367 [========================>.....] - ETA: 141s - loss: 0.8958 - acc: 0.7104322/367 [=========================>....] - ETA: 107s - loss: 0.8938 - acc: 0.7108336/367 [==========================>...] - ETA: 74s - loss: 0.8971 - acc: 0.7096 350/367 [===========================>..] - ETA: 40s - loss: 0.9011 - acc: 0.7077364/367 [============================>.] - ETA: 7s - loss: 0.8977 - acc: 0.7087 367/367 [==============================] - 891s - loss: 0.8976 - acc: 0.7085
Epoch 24/100
14/367 [>.............................] - ETA: 814s - loss: 1.0423 - acc: 0.6667 28/367 [=>............................] - ETA: 800s - loss: 0.9824 - acc: 0.6843 42/367 [==>...........................] - ETA: 771s - loss: 0.9255 - acc: 0.7058 56/367 [===>..........................] - ETA: 744s - loss: 0.8852 - acc: 0.7174 70/367 [====>.........................] - ETA: 706s - loss: 0.8702 - acc: 0.7232 84/367 [=====>........................] - ETA: 677s - loss: 0.8724 - acc: 0.7215 98/367 [=======>......................] - ETA: 642s - loss: 0.8590 - acc: 0.7255112/367 [========>.....................] - ETA: 611s - loss: 0.8722 - acc: 0.7212126/367 [=========>....................] - ETA: 576s - loss: 0.8641 - acc: 0.7246140/367 [==========>...................] - ETA: 544s - loss: 0.8574 - acc: 0.7268154/367 [===========>..................] - ETA: 509s - loss: 0.8528 - acc: 0.7280168/367 [============>.................] - ETA: 477s - loss: 0.8621 - acc: 0.7244182/367 [=============>................] - ETA: 442s - loss: 0.8636 - acc: 0.7240196/367 [===============>..............] - ETA: 409s - loss: 0.8766 - acc: 0.7203210/367 [================>.............] - ETA: 375s - loss: 0.8743 - acc: 0.7198224/367 [=================>............] - ETA: 342s - loss: 0.8779 - acc: 0.7175238/367 [==================>...........] - ETA: 308s - loss: 0.8767 - acc: 0.7180252/367 [===================>..........] - ETA: 275s - loss: 0.8703 - acc: 0.7206266/367 [====================>.........] - ETA: 241s - loss: 0.8728 - acc: 0.7200280/367 [=====================>........] - ETA: 208s - loss: 0.8710 - acc: 0.7205294/367 [=======================>......] - ETA: 174s - loss: 0.8687 - acc: 0.7206308/367 [========================>.....] - ETA: 141s - loss: 0.8651 - acc: 0.7221322/367 [=========================>....] - ETA: 107s - loss: 0.8663 - acc: 0.7212336/367 [==========================>...] - ETA: 74s - loss: 0.8658 - acc: 0.7217 350/367 [===========================>..] - ETA: 40s - loss: 0.8638 - acc: 0.7221364/367 [============================>.] - ETA: 7s - loss: 0.8677 - acc: 0.7198 367/367 [==============================] - 890s - loss: 0.8701 - acc: 0.7193
Epoch 25/100
14/367 [>.............................] - ETA: 813s - loss: 1.1234 - acc: 0.6573 28/367 [=>............................] - ETA: 800s - loss: 0.9472 - acc: 0.7056 42/367 [==>...........................] - ETA: 765s - loss: 0.9443 - acc: 0.6995 56/367 [===>..........................] - ETA: 738s - loss: 0.9035 - acc: 0.7133 70/367 [====>.........................] - ETA: 702s - loss: 0.8611 - acc: 0.7298 84/367 [=====>........................] - ETA: 672s - loss: 0.8438 - acc: 0.7328 98/367 [=======>......................] - ETA: 637s - loss: 0.8376 - acc: 0.7346112/367 [========>.....................] - ETA: 607s - loss: 0.8318 - acc: 0.7370126/367 [=========>....................] - ETA: 572s - loss: 0.8225 - acc: 0.7405140/367 [==========>...................] - ETA: 540s - loss: 0.8348 - acc: 0.7347154/367 [===========>..................] - ETA: 506s - loss: 0.8448 - acc: 0.7290168/367 [============>.................] - ETA: 474s - loss: 0.8470 - acc: 0.7276182/367 [=============>................] - ETA: 439s - loss: 0.8453 - acc: 0.7290196/367 [===============>..............] - ETA: 407s - loss: 0.8507 - acc: 0.7268210/367 [================>.............] - ETA: 373s - loss: 0.8490 - acc: 0.7278224/367 [=================>............] - ETA: 340s - loss: 0.8538 - acc: 0.7261238/367 [==================>...........] - ETA: 306s - loss: 0.8554 - acc: 0.7253252/367 [===================>..........] - ETA: 273s - loss: 0.8545 - acc: 0.7263266/367 [====================>.........] - ETA: 240s - loss: 0.8545 - acc: 0.7260280/367 [=====================>........] - ETA: 207s - loss: 0.8518 - acc: 0.7272294/367 [=======================>......] - ETA: 173s - loss: 0.8565 - acc: 0.7251308/367 [========================>.....] - ETA: 140s - loss: 0.8503 - acc: 0.7280322/367 [=========================>....] - ETA: 107s - loss: 0.8562 - acc: 0.7264336/367 [==========================>...] - ETA: 73s - loss: 0.8593 - acc: 0.7255 350/367 [===========================>..] - ETA: 40s - loss: 0.8615 - acc: 0.7242364/367 [============================>.] - ETA: 7s - loss: 0.8629 - acc: 0.7243 367/367 [==============================] - 888s - loss: 0.8635 - acc: 0.7240
Epoch 26/100
14/367 [>.............................] - ETA: 861s - loss: 0.9188 - acc: 0.6904 28/367 [=>............................] - ETA: 818s - loss: 0.8730 - acc: 0.7120 42/367 [==>...........................] - ETA: 788s - loss: 0.8452 - acc: 0.7253 56/367 [===>..........................] - ETA: 748s - loss: 0.8177 - acc: 0.7380 70/367 [====>.........................] - ETA: 717s - loss: 0.8212 - acc: 0.7359 84/367 [=====>........................] - ETA: 680s - loss: 0.8232 - acc: 0.7341 98/367 [=======>......................] - ETA: 650s - loss: 0.8222 - acc: 0.7348112/367 [========>.....................] - ETA: 615s - loss: 0.8168 - acc: 0.7378126/367 [=========>....................] - ETA: 583s - loss: 0.8087 - acc: 0.7402140/367 [==========>...................] - ETA: 548s - loss: 0.8068 - acc: 0.7408154/367 [===========>..................] - ETA: 514s - loss: 0.8034 - acc: 0.7432168/367 [============>.................] - ETA: 479s - loss: 0.8028 - acc: 0.7438182/367 [=============>................] - ETA: 446s - loss: 0.8041 - acc: 0.7423196/367 [===============>..............] - ETA: 411s - loss: 0.8117 - acc: 0.7391210/367 [================>.............] - ETA: 377s - loss: 0.8088 - acc: 0.7412224/367 [=================>............] - ETA: 343s - loss: 0.8075 - acc: 0.7425238/367 [==================>...........] - ETA: 310s - loss: 0.8045 - acc: 0.7435252/367 [===================>..........] - ETA: 275s - loss: 0.8054 - acc: 0.7430266/367 [====================>.........] - ETA: 242s - loss: 0.8013 - acc: 0.7446280/367 [=====================>........] - ETA: 209s - loss: 0.8009 - acc: 0.7443294/367 [=======================>......] - ETA: 175s - loss: 0.8022 - acc: 0.7440308/367 [========================>.....] - ETA: 141s - loss: 0.8029 - acc: 0.7434322/367 [=========================>....] - ETA: 108s - loss: 0.8045 - acc: 0.7431336/367 [==========================>...] - ETA: 74s - loss: 0.8025 - acc: 0.7440 350/367 [===========================>..] - ETA: 40s - loss: 0.8072 - acc: 0.7419364/367 [============================>.] - ETA: 7s - loss: 0.8105 - acc: 0.7410 367/367 [==============================] - 894s - loss: 0.8104 - acc: 0.7409
Epoch 27/100
14/367 [>.............................] - ETA: 818s - loss: 0.8709 - acc: 0.7216 28/367 [=>............................] - ETA: 805s - loss: 0.8484 - acc: 0.7334 42/367 [==>...........................] - ETA: 771s - loss: 0.8548 - acc: 0.7313 56/367 [===>..........................] - ETA: 741s - loss: 0.8333 - acc: 0.7368 70/367 [====>.........................] - ETA: 707s - loss: 0.8371 - acc: 0.7339 84/367 [=====>........................] - ETA: 676s - loss: 0.8307 - acc: 0.7376 98/367 [=======>......................] - ETA: 641s - loss: 0.8271 - acc: 0.7391112/367 [========>.....................] - ETA: 609s - loss: 0.8143 - acc: 0.7433126/367 [=========>....................] - ETA: 574s - loss: 0.8215 - acc: 0.7404140/367 [==========>...................] - ETA: 542s - loss: 0.8104 - acc: 0.7454154/367 [===========>..................] - ETA: 507s - loss: 0.8069 - acc: 0.7451168/367 [============>.................] - ETA: 474s - loss: 0.8061 - acc: 0.7458182/367 [=============>................] - ETA: 440s - loss: 0.8019 - acc: 0.7466196/367 [===============>..............] - ETA: 408s - loss: 0.7946 - acc: 0.7489210/367 [================>.............] - ETA: 374s - loss: 0.7955 - acc: 0.7492224/367 [=================>............] - ETA: 341s - loss: 0.7989 - acc: 0.7476238/367 [==================>...........] - ETA: 308s - loss: 0.7993 - acc: 0.7473252/367 [===================>..........] - ETA: 275s - loss: 0.7990 - acc: 0.7476266/367 [====================>.........] - ETA: 241s - loss: 0.7968 - acc: 0.7489280/367 [=====================>........] - ETA: 208s - loss: 0.8039 - acc: 0.7462294/367 [=======================>......] - ETA: 174s - loss: 0.8027 - acc: 0.7463308/367 [========================>.....] - ETA: 141s - loss: 0.8043 - acc: 0.7449322/367 [=========================>....] - ETA: 107s - loss: 0.8055 - acc: 0.7441336/367 [==========================>...] - ETA: 74s - loss: 0.8049 - acc: 0.7444 350/367 [===========================>..] - ETA: 40s - loss: 0.8022 - acc: 0.7453364/367 [============================>.] - ETA: 7s - loss: 0.8050 - acc: 0.7445 367/367 [==============================] - 890s - loss: 0.8061 - acc: 0.7442
Epoch 28/100
14/367 [>.............................] - ETA: 821s - loss: 1.0446 - acc: 0.6772 28/367 [=>............................] - ETA: 810s - loss: 1.0642 - acc: 0.6680 42/367 [==>...........................] - ETA: 769s - loss: 1.0134 - acc: 0.6859 56/367 [===>..........................] - ETA: 743s - loss: 0.9981 - acc: 0.6883 70/367 [====>.........................] - ETA: 707s - loss: 0.9498 - acc: 0.7069 84/367 [=====>........................] - ETA: 677s - loss: 0.9344 - acc: 0.7078 98/367 [=======>......................] - ETA: 641s - loss: 0.9184 - acc: 0.7125112/367 [========>.....................] - ETA: 610s - loss: 0.8978 - acc: 0.7182126/367 [=========>....................] - ETA: 575s - loss: 0.8766 - acc: 0.7265140/367 [==========>...................] - ETA: 543s - loss: 0.8619 - acc: 0.7305154/367 [===========>..................] - ETA: 508s - loss: 0.8463 - acc: 0.7347168/367 [============>.................] - ETA: 475s - loss: 0.8344 - acc: 0.7395182/367 [=============>................] - ETA: 441s - loss: 0.8358 - acc: 0.7382196/367 [===============>..............] - ETA: 408s - loss: 0.8387 - acc: 0.7368210/367 [================>.............] - ETA: 374s - loss: 0.8400 - acc: 0.7359224/367 [=================>............] - ETA: 340s - loss: 0.8368 - acc: 0.7371238/367 [==================>...........] - ETA: 307s - loss: 0.8429 - acc: 0.7362252/367 [===================>..........] - ETA: 273s - loss: 0.8486 - acc: 0.7336266/367 [====================>.........] - ETA: 240s - loss: 0.8417 - acc: 0.7361280/367 [=====================>........] - ETA: 207s - loss: 0.8370 - acc: 0.7378294/367 [=======================>......] - ETA: 173s - loss: 0.8415 - acc: 0.7361308/367 [========================>.....] - ETA: 140s - loss: 0.8357 - acc: 0.7391322/367 [=========================>....] - ETA: 107s - loss: 0.8331 - acc: 0.7396336/367 [==========================>...] - ETA: 73s - loss: 0.8315 - acc: 0.7402 350/367 [===========================>..] - ETA: 40s - loss: 0.8306 - acc: 0.7399364/367 [============================>.] - ETA: 7s - loss: 0.8295 - acc: 0.7400 367/367 [==============================] - 887s - loss: 0.8294 - acc: 0.7399
Epoch 29/100
14/367 [>.............................] - ETA: 833s - loss: 1.0921 - acc: 0.6699 28/367 [=>............................] - ETA: 812s - loss: 0.9694 - acc: 0.6941 42/367 [==>...........................] - ETA: 774s - loss: 0.9085 - acc: 0.7156 56/367 [===>..........................] - ETA: 745s - loss: 0.8842 - acc: 0.7169 70/367 [====>.........................] - ETA: 707s - loss: 0.8763 - acc: 0.7228 84/367 [=====>........................] - ETA: 677s - loss: 0.8804 - acc: 0.7199 98/367 [=======>......................] - ETA: 642s - loss: 0.8514 - acc: 0.7323112/367 [========>.....................] - ETA: 610s - loss: 0.8463 - acc: 0.7339126/367 [=========>....................] - ETA: 575s - loss: 0.8226 - acc: 0.7422140/367 [==========>...................] - ETA: 543s - loss: 0.8148 - acc: 0.7457154/367 [===========>..................] - ETA: 508s - loss: 0.8073 - acc: 0.7470168/367 [============>.................] - ETA: 476s - loss: 0.8050 - acc: 0.7480182/367 [=============>................] - ETA: 442s - loss: 0.8058 - acc: 0.7466196/367 [===============>..............] - ETA: 409s - loss: 0.8031 - acc: 0.7480210/367 [================>.............] - ETA: 375s - loss: 0.7995 - acc: 0.7492224/367 [=================>............] - ETA: 342s - loss: 0.8001 - acc: 0.7493238/367 [==================>...........] - ETA: 308s - loss: 0.7990 - acc: 0.7500252/367 [===================>..........] - ETA: 275s - loss: 0.7988 - acc: 0.7498266/367 [====================>.........] - ETA: 241s - loss: 0.7951 - acc: 0.7512280/367 [=====================>........] - ETA: 208s - loss: 0.7932 - acc: 0.7518294/367 [=======================>......] - ETA: 174s - loss: 0.7914 - acc: 0.7524308/367 [========================>.....] - ETA: 141s - loss: 0.7939 - acc: 0.7510322/367 [=========================>....] - ETA: 107s - loss: 0.7979 - acc: 0.7497336/367 [==========================>...] - ETA: 74s - loss: 0.7962 - acc: 0.7503 350/367 [===========================>..] - ETA: 40s - loss: 0.7914 - acc: 0.7523364/367 [============================>.] - ETA: 7s - loss: 0.7883 - acc: 0.7534 367/367 [==============================] - 891s - loss: 0.7869 - acc: 0.7539
Epoch 30/100
14/367 [>.............................] - ETA: 826s - loss: 0.9375 - acc: 0.7068 28/367 [=>............................] - ETA: 812s - loss: 0.8428 - acc: 0.7377 42/367 [==>...........................] - ETA: 775s - loss: 0.8458 - acc: 0.7331 56/367 [===>..........................] - ETA: 750s - loss: 0.8032 - acc: 0.7483 70/367 [====>.........................] - ETA: 711s - loss: 0.7998 - acc: 0.7489 84/367 [=====>........................] - ETA: 680s - loss: 0.8048 - acc: 0.7456 98/367 [=======>......................] - ETA: 643s - loss: 0.8061 - acc: 0.7442112/367 [========>.....................] - ETA: 612s - loss: 0.7936 - acc: 0.7498126/367 [=========>....................] - ETA: 577s - loss: 0.7664 - acc: 0.7601140/367 [==========>...................] - ETA: 544s - loss: 0.7702 - acc: 0.7588154/367 [===========>..................] - ETA: 509s - loss: 0.7713 - acc: 0.7590168/367 [============>.................] - ETA: 477s - loss: 0.7808 - acc: 0.7554182/367 [=============>................] - ETA: 442s - loss: 0.7764 - acc: 0.7570196/367 [===============>..............] - ETA: 409s - loss: 0.7753 - acc: 0.7569210/367 [================>.............] - ETA: 375s - loss: 0.7779 - acc: 0.7557224/367 [=================>............] - ETA: 342s - loss: 0.7794 - acc: 0.7545238/367 [==================>...........] - ETA: 308s - loss: 0.7775 - acc: 0.7551252/367 [===================>..........] - ETA: 275s - loss: 0.7794 - acc: 0.7538266/367 [====================>.........] - ETA: 241s - loss: 0.7790 - acc: 0.7542280/367 [=====================>........] - ETA: 208s - loss: 0.7707 - acc: 0.7575294/367 [=======================>......] - ETA: 174s - loss: 0.7676 - acc: 0.7581308/367 [========================>.....] - ETA: 141s - loss: 0.7679 - acc: 0.7578322/367 [=========================>....] - ETA: 107s - loss: 0.7649 - acc: 0.7585336/367 [==========================>...] - ETA: 74s - loss: 0.7634 - acc: 0.7591 350/367 [===========================>..] - ETA: 40s - loss: 0.7672 - acc: 0.7576364/367 [============================>.] - ETA: 7s - loss: 0.7660 - acc: 0.7583 367/367 [==============================] - 891s - loss: 0.7661 - acc: 0.7581
Epoch 31/100
14/367 [>.............................] - ETA: 818s - loss: 0.7675 - acc: 0.7578 28/367 [=>............................] - ETA: 810s - loss: 0.7962 - acc: 0.7524 42/367 [==>...........................] - ETA: 769s - loss: 0.7643 - acc: 0.7652 56/367 [===>..........................] - ETA: 741s - loss: 0.8087 - acc: 0.7461 70/367 [====>.........................] - ETA: 706s - loss: 0.8175 - acc: 0.7439 84/367 [=====>........................] - ETA: 675s - loss: 0.8209 - acc: 0.7409 98/367 [=======>......................] - ETA: 639s - loss: 0.8245 - acc: 0.7412112/367 [========>.....................] - ETA: 608s - loss: 0.8269 - acc: 0.7417126/367 [=========>....................] - ETA: 572s - loss: 0.8290 - acc: 0.7396140/367 [==========>...................] - ETA: 540s - loss: 0.8233 - acc: 0.7406154/367 [===========>..................] - ETA: 506s - loss: 0.8171 - acc: 0.7422168/367 [============>.................] - ETA: 474s - loss: 0.8128 - acc: 0.7457182/367 [=============>................] - ETA: 440s - loss: 0.8046 - acc: 0.7484196/367 [===============>..............] - ETA: 408s - loss: 0.7961 - acc: 0.7504210/367 [================>.............] - ETA: 374s - loss: 0.7880 - acc: 0.7533224/367 [=================>............] - ETA: 341s - loss: 0.7865 - acc: 0.7537238/367 [==================>...........] - ETA: 307s - loss: 0.7855 - acc: 0.7540252/367 [===================>..........] - ETA: 274s - loss: 0.7778 - acc: 0.7568266/367 [====================>.........] - ETA: 241s - loss: 0.7735 - acc: 0.7584280/367 [=====================>........] - ETA: 207s - loss: 0.7731 - acc: 0.7580294/367 [=======================>......] - ETA: 174s - loss: 0.7763 - acc: 0.7570308/367 [========================>.....] - ETA: 140s - loss: 0.7782 - acc: 0.7565322/367 [=========================>....] - ETA: 107s - loss: 0.7757 - acc: 0.7577336/367 [==========================>...] - ETA: 74s - loss: 0.7723 - acc: 0.7589 350/367 [===========================>..] - ETA: 40s - loss: 0.7692 - acc: 0.7600364/367 [============================>.] - ETA: 7s - loss: 0.7713 - acc: 0.7589 367/367 [==============================] - 889s - loss: 0.7701 - acc: 0.7594
Epoch 32/100
14/367 [>.............................] - ETA: 845s - loss: 0.8485 - acc: 0.7167 28/367 [=>............................] - ETA: 801s - loss: 0.8437 - acc: 0.7241 42/367 [==>...........................] - ETA: 777s - loss: 0.7796 - acc: 0.7492 56/367 [===>..........................] - ETA: 740s - loss: 0.7741 - acc: 0.7520 70/367 [====>.........................] - ETA: 710s - loss: 0.7752 - acc: 0.7515 84/367 [=====>........................] - ETA: 674s - loss: 0.7588 - acc: 0.7589 98/367 [=======>......................] - ETA: 643s - loss: 0.7722 - acc: 0.7539112/367 [========>.....................] - ETA: 608s - loss: 0.7759 - acc: 0.7522126/367 [=========>....................] - ETA: 577s - loss: 0.7708 - acc: 0.7547140/367 [==========>...................] - ETA: 542s - loss: 0.7672 - acc: 0.7556154/367 [===========>..................] - ETA: 509s - loss: 0.7627 - acc: 0.7580168/367 [============>.................] - ETA: 475s - loss: 0.7574 - acc: 0.7602182/367 [=============>................] - ETA: 443s - loss: 0.7522 - acc: 0.7621196/367 [===============>..............] - ETA: 409s - loss: 0.7497 - acc: 0.7630210/367 [================>.............] - ETA: 375s - loss: 0.7609 - acc: 0.7594224/367 [=================>............] - ETA: 341s - loss: 0.7726 - acc: 0.7554238/367 [==================>...........] - ETA: 308s - loss: 0.7759 - acc: 0.7541252/367 [===================>..........] - ETA: 274s - loss: 0.7774 - acc: 0.7540266/367 [====================>.........] - ETA: 241s - loss: 0.7724 - acc: 0.7563280/367 [=====================>........] - ETA: 208s - loss: 0.7698 - acc: 0.7575294/367 [=======================>......] - ETA: 174s - loss: 0.7652 - acc: 0.7592308/367 [========================>.....] - ETA: 141s - loss: 0.7618 - acc: 0.7602322/367 [=========================>....] - ETA: 107s - loss: 0.7654 - acc: 0.7584336/367 [==========================>...] - ETA: 74s - loss: 0.7671 - acc: 0.7581 350/367 [===========================>..] - ETA: 40s - loss: 0.7743 - acc: 0.7560364/367 [============================>.] - ETA: 7s - loss: 0.7731 - acc: 0.7570 367/367 [==============================] - 890s - loss: 0.7718 - acc: 0.7575
Epoch 33/100
14/367 [>.............................] - ETA: 818s - loss: 0.7716 - acc: 0.7530 28/367 [=>............................] - ETA: 806s - loss: 0.7774 - acc: 0.7502 42/367 [==>...........................] - ETA: 764s - loss: 0.7804 - acc: 0.7542 56/367 [===>..........................] - ETA: 737s - loss: 0.7697 - acc: 0.7578 70/367 [====>.........................] - ETA: 703s - loss: 0.7399 - acc: 0.7669 84/367 [=====>........................] - ETA: 673s - loss: 0.7135 - acc: 0.7770 98/367 [=======>......................] - ETA: 638s - loss: 0.6942 - acc: 0.7839112/367 [========>.....................] - ETA: 607s - loss: 0.6923 - acc: 0.7853126/367 [=========>....................] - ETA: 573s - loss: 0.6973 - acc: 0.7852140/367 [==========>...................] - ETA: 541s - loss: 0.7112 - acc: 0.7799154/367 [===========>..................] - ETA: 507s - loss: 0.7147 - acc: 0.7780168/367 [============>.................] - ETA: 475s - loss: 0.7295 - acc: 0.7720182/367 [=============>................] - ETA: 440s - loss: 0.7419 - acc: 0.7681196/367 [===============>..............] - ETA: 408s - loss: 0.7484 - acc: 0.7663210/367 [================>.............] - ETA: 374s - loss: 0.7524 - acc: 0.7642224/367 [=================>............] - ETA: 341s - loss: 0.7506 - acc: 0.7647238/367 [==================>...........] - ETA: 308s - loss: 0.7542 - acc: 0.7641252/367 [===================>..........] - ETA: 275s - loss: 0.7522 - acc: 0.7647266/367 [====================>.........] - ETA: 241s - loss: 0.7481 - acc: 0.7665280/367 [=====================>........] - ETA: 208s - loss: 0.7460 - acc: 0.7672294/367 [=======================>......] - ETA: 174s - loss: 0.7410 - acc: 0.7688308/367 [========================>.....] - ETA: 141s - loss: 0.7385 - acc: 0.7698322/367 [=========================>....] - ETA: 107s - loss: 0.7374 - acc: 0.7698336/367 [==========================>...] - ETA: 74s - loss: 0.7355 - acc: 0.7705 350/367 [===========================>..] - ETA: 40s - loss: 0.7343 - acc: 0.7708364/367 [============================>.] - ETA: 7s - loss: 0.7284 - acc: 0.7730 367/367 [==============================] - 894s - loss: 0.7276 - acc: 0.7732
Epoch 34/100
14/367 [>.............................] - ETA: 854s - loss: 0.7807 - acc: 0.7373 28/367 [=>............................] - ETA: 833s - loss: 0.7898 - acc: 0.7438 42/367 [==>...........................] - ETA: 796s - loss: 0.7567 - acc: 0.7562 56/367 [===>..........................] - ETA: 762s - loss: 0.7298 - acc: 0.7654 70/367 [====>.........................] - ETA: 724s - loss: 0.7356 - acc: 0.7655 84/367 [=====>........................] - ETA: 690s - loss: 0.7361 - acc: 0.7644 98/367 [=======>......................] - ETA: 651s - loss: 0.7269 - acc: 0.7681112/367 [========>.....................] - ETA: 618s - loss: 0.7351 - acc: 0.7640126/367 [=========>....................] - ETA: 581s - loss: 0.7296 - acc: 0.7677140/367 [==========>...................] - ETA: 548s - loss: 0.7167 - acc: 0.7738154/367 [===========>..................] - ETA: 513s - loss: 0.7115 - acc: 0.7756168/367 [============>.................] - ETA: 480s - loss: 0.7096 - acc: 0.7767182/367 [=============>................] - ETA: 444s - loss: 0.7142 - acc: 0.7760196/367 [===============>..............] - ETA: 411s - loss: 0.7121 - acc: 0.7769210/367 [================>.............] - ETA: 377s - loss: 0.7097 - acc: 0.7777224/367 [=================>............] - ETA: 344s - loss: 0.7153 - acc: 0.7746238/367 [==================>...........] - ETA: 309s - loss: 0.7174 - acc: 0.7736252/367 [===================>..........] - ETA: 276s - loss: 0.7226 - acc: 0.7721266/367 [====================>.........] - ETA: 242s - loss: 0.7211 - acc: 0.7725280/367 [=====================>........] - ETA: 209s - loss: 0.7202 - acc: 0.7726294/367 [=======================>......] - ETA: 175s - loss: 0.7148 - acc: 0.7748308/367 [========================>.....] - ETA: 141s - loss: 0.7139 - acc: 0.7753322/367 [=========================>....] - ETA: 107s - loss: 0.7099 - acc: 0.7768336/367 [==========================>...] - ETA: 74s - loss: 0.7130 - acc: 0.7761 350/367 [===========================>..] - ETA: 40s - loss: 0.7191 - acc: 0.7747364/367 [============================>.] - ETA: 7s - loss: 0.7228 - acc: 0.7737 367/367 [==============================] - 894s - loss: 0.7250 - acc: 0.7729
Epoch 35/100
14/367 [>.............................] - ETA: 868s - loss: 1.1251 - acc: 0.6483 28/367 [=>............................] - ETA: 811s - loss: 1.1599 - acc: 0.6590 42/367 [==>...........................] - ETA: 780s - loss: 1.0500 - acc: 0.6857 56/367 [===>..........................] - ETA: 739s - loss: 1.0055 - acc: 0.6922 70/367 [====>.........................] - ETA: 711s - loss: 0.9616 - acc: 0.7041 84/367 [=====>........................] - ETA: 675s - loss: 0.9224 - acc: 0.7163 98/367 [=======>......................] - ETA: 642s - loss: 0.8898 - acc: 0.7253112/367 [========>.....................] - ETA: 608s - loss: 0.8818 - acc: 0.7279126/367 [=========>....................] - ETA: 576s - loss: 0.8648 - acc: 0.7324140/367 [==========>...................] - ETA: 542s - loss: 0.8526 - acc: 0.7357154/367 [===========>..................] - ETA: 510s - loss: 0.8407 - acc: 0.7389168/367 [============>.................] - ETA: 475s - loss: 0.8267 - acc: 0.7435182/367 [=============>................] - ETA: 442s - loss: 0.8140 - acc: 0.7474196/367 [===============>..............] - ETA: 408s - loss: 0.8019 - acc: 0.7519210/367 [================>.............] - ETA: 376s - loss: 0.7904 - acc: 0.7557224/367 [=================>............] - ETA: 341s - loss: 0.7822 - acc: 0.7579238/367 [==================>...........] - ETA: 308s - loss: 0.7752 - acc: 0.7601252/367 [===================>..........] - ETA: 275s - loss: 0.7788 - acc: 0.7584266/367 [====================>.........] - ETA: 242s - loss: 0.7763 - acc: 0.7587280/367 [=====================>........] - ETA: 208s - loss: 0.7759 - acc: 0.7585294/367 [=======================>......] - ETA: 175s - loss: 0.7745 - acc: 0.7588308/367 [========================>.....] - ETA: 141s - loss: 0.7717 - acc: 0.7598322/367 [=========================>....] - ETA: 107s - loss: 0.7710 - acc: 0.7603336/367 [==========================>...] - ETA: 74s - loss: 0.7722 - acc: 0.7598 350/367 [===========================>..] - ETA: 40s - loss: 0.7690 - acc: 0.7606364/367 [============================>.] - ETA: 7s - loss: 0.7679 - acc: 0.7611 367/367 [==============================] - 894s - loss: 0.7710 - acc: 0.7600
Epoch 36/100
14/367 [>.............................] - ETA: 818s - loss: 0.8984 - acc: 0.7093 28/367 [=>............................] - ETA: 807s - loss: 0.7906 - acc: 0.7500 42/367 [==>...........................] - ETA: 769s - loss: 0.7302 - acc: 0.7739 56/367 [===>..........................] - ETA: 742s - loss: 0.7084 - acc: 0.7825 70/367 [====>.........................] - ETA: 705s - loss: 0.7002 - acc: 0.7838 84/367 [=====>........................] - ETA: 675s - loss: 0.7009 - acc: 0.7821 98/367 [=======>......................] - ETA: 640s - loss: 0.7006 - acc: 0.7824112/367 [========>.....................] - ETA: 609s - loss: 0.7064 - acc: 0.7815126/367 [=========>....................] - ETA: 575s - loss: 0.7063 - acc: 0.7814140/367 [==========>...................] - ETA: 542s - loss: 0.6986 - acc: 0.7845154/367 [===========>..................] - ETA: 508s - loss: 0.6949 - acc: 0.7851168/367 [============>.................] - ETA: 476s - loss: 0.6891 - acc: 0.7870182/367 [=============>................] - ETA: 441s - loss: 0.6871 - acc: 0.7870196/367 [===============>..............] - ETA: 408s - loss: 0.6845 - acc: 0.7871210/367 [================>.............] - ETA: 374s - loss: 0.6850 - acc: 0.7873224/367 [=================>............] - ETA: 342s - loss: 0.6813 - acc: 0.7890238/367 [==================>...........] - ETA: 307s - loss: 0.6732 - acc: 0.7920252/367 [===================>..........] - ETA: 274s - loss: 0.6746 - acc: 0.7913266/367 [====================>.........] - ETA: 241s - loss: 0.6711 - acc: 0.7924280/367 [=====================>........] - ETA: 207s - loss: 0.6760 - acc: 0.7901294/367 [=======================>......] - ETA: 174s - loss: 0.6796 - acc: 0.7893308/367 [========================>.....] - ETA: 140s - loss: 0.6879 - acc: 0.7860322/367 [=========================>....] - ETA: 107s - loss: 0.6891 - acc: 0.7857336/367 [==========================>...] - ETA: 74s - loss: 0.6859 - acc: 0.7871 350/367 [===========================>..] - ETA: 40s - loss: 0.6828 - acc: 0.7880364/367 [============================>.] - ETA: 7s - loss: 0.6793 - acc: 0.7894 367/367 [==============================] - 890s - loss: 0.6790 - acc: 0.7895
Epoch 37/100
14/367 [>.............................] - ETA: 860s - loss: 0.8933 - acc: 0.7267 28/367 [=>............................] - ETA: 817s - loss: 0.8187 - acc: 0.7467 42/367 [==>...........................] - ETA: 786s - loss: 0.7843 - acc: 0.7565 56/367 [===>..........................] - ETA: 744s - loss: 0.7688 - acc: 0.7600 70/367 [====>.........................] - ETA: 715s - loss: 0.7322 - acc: 0.7727 84/367 [=====>........................] - ETA: 676s - loss: 0.7251 - acc: 0.7741 98/367 [=======>......................] - ETA: 645s - loss: 0.7123 - acc: 0.7794112/367 [========>.....................] - ETA: 609s - loss: 0.6992 - acc: 0.7834126/367 [=========>....................] - ETA: 578s - loss: 0.6867 - acc: 0.7877140/367 [==========>...................] - ETA: 544s - loss: 0.6834 - acc: 0.7884154/367 [===========>..................] - ETA: 511s - loss: 0.6813 - acc: 0.7891168/367 [============>.................] - ETA: 476s - loss: 0.6773 - acc: 0.7900182/367 [=============>................] - ETA: 444s - loss: 0.6817 - acc: 0.7875196/367 [===============>..............] - ETA: 409s - loss: 0.6822 - acc: 0.7869210/367 [================>.............] - ETA: 377s - loss: 0.6816 - acc: 0.7871224/367 [=================>............] - ETA: 343s - loss: 0.6801 - acc: 0.7873238/367 [==================>...........] - ETA: 309s - loss: 0.6852 - acc: 0.7859252/367 [===================>..........] - ETA: 275s - loss: 0.6833 - acc: 0.7864266/367 [====================>.........] - ETA: 242s - loss: 0.6830 - acc: 0.7862280/367 [=====================>........] - ETA: 208s - loss: 0.6778 - acc: 0.7884294/367 [=======================>......] - ETA: 175s - loss: 0.6814 - acc: 0.7871308/367 [========================>.....] - ETA: 141s - loss: 0.6838 - acc: 0.7865322/367 [=========================>....] - ETA: 108s - loss: 0.6832 - acc: 0.7867336/367 [==========================>...] - ETA: 74s - loss: 0.6801 - acc: 0.7879 350/367 [===========================>..] - ETA: 40s - loss: 0.6814 - acc: 0.7876364/367 [============================>.] - ETA: 7s - loss: 0.6836 - acc: 0.7866 367/367 [==============================] - 894s - loss: 0.6838 - acc: 0.7865
Epoch 38/100
14/367 [>.............................] - ETA: 840s - loss: 0.8738 - acc: 0.7398 28/367 [=>............................] - ETA: 819s - loss: 0.8170 - acc: 0.7549 42/367 [==>...........................] - ETA: 775s - loss: 0.8379 - acc: 0.7402 56/367 [===>..........................] - ETA: 746s - loss: 0.8132 - acc: 0.7461 70/367 [====>.........................] - ETA: 710s - loss: 0.7880 - acc: 0.7552 84/367 [=====>........................] - ETA: 681s - loss: 0.7689 - acc: 0.7617 98/367 [=======>......................] - ETA: 645s - loss: 0.7566 - acc: 0.7659112/367 [========>.....................] - ETA: 614s - loss: 0.7368 - acc: 0.7719126/367 [=========>....................] - ETA: 579s - loss: 0.7211 - acc: 0.7767140/367 [==========>...................] - ETA: 546s - loss: 0.7081 - acc: 0.7811154/367 [===========>..................] - ETA: 511s - loss: 0.7039 - acc: 0.7824168/367 [============>.................] - ETA: 478s - loss: 0.7118 - acc: 0.7808182/367 [=============>................] - ETA: 444s - loss: 0.7172 - acc: 0.7780196/367 [===============>..............] - ETA: 411s - loss: 0.7215 - acc: 0.7769210/367 [================>.............] - ETA: 377s - loss: 0.7271 - acc: 0.7749224/367 [=================>............] - ETA: 344s - loss: 0.7251 - acc: 0.7756238/367 [==================>...........] - ETA: 310s - loss: 0.7254 - acc: 0.7754252/367 [===================>..........] - ETA: 276s - loss: 0.7406 - acc: 0.7709266/367 [====================>.........] - ETA: 242s - loss: 0.7367 - acc: 0.7723280/367 [=====================>........] - ETA: 209s - loss: 0.7321 - acc: 0.7732294/367 [=======================>......] - ETA: 175s - loss: 0.7241 - acc: 0.7758308/367 [========================>.....] - ETA: 141s - loss: 0.7182 - acc: 0.7779322/367 [=========================>....] - ETA: 108s - loss: 0.7177 - acc: 0.7777336/367 [==========================>...] - ETA: 74s - loss: 0.7177 - acc: 0.7776 350/367 [===========================>..] - ETA: 40s - loss: 0.7155 - acc: 0.7786364/367 [============================>.] - ETA: 7s - loss: 0.7098 - acc: 0.7806 367/367 [==============================] - 894s - loss: 0.7094 - acc: 0.7808
Epoch 39/100
14/367 [>.............................] - ETA: 821s - loss: 0.6935 - acc: 0.7810 28/367 [=>............................] - ETA: 806s - loss: 0.7194 - acc: 0.7715 42/367 [==>...........................] - ETA: 770s - loss: 0.7241 - acc: 0.7675 56/367 [===>..........................] - ETA: 744s - loss: 0.7014 - acc: 0.7757 70/367 [====>.........................] - ETA: 705s - loss: 0.6855 - acc: 0.7827 84/367 [=====>........................] - ETA: 676s - loss: 0.6763 - acc: 0.7865 98/367 [=======>......................] - ETA: 639s - loss: 0.6701 - acc: 0.7898112/367 [========>.....................] - ETA: 607s - loss: 0.6660 - acc: 0.7914126/367 [=========>....................] - ETA: 572s - loss: 0.6575 - acc: 0.7943140/367 [==========>...................] - ETA: 540s - loss: 0.6548 - acc: 0.7957154/367 [===========>..................] - ETA: 506s - loss: 0.6575 - acc: 0.7949168/367 [============>.................] - ETA: 474s - loss: 0.6584 - acc: 0.7950182/367 [=============>................] - ETA: 440s - loss: 0.6542 - acc: 0.7966196/367 [===============>..............] - ETA: 407s - loss: 0.6596 - acc: 0.7942210/367 [================>.............] - ETA: 373s - loss: 0.6594 - acc: 0.7948224/367 [=================>............] - ETA: 341s - loss: 0.6537 - acc: 0.7964238/367 [==================>...........] - ETA: 307s - loss: 0.6499 - acc: 0.7979252/367 [===================>..........] - ETA: 274s - loss: 0.6422 - acc: 0.8002266/367 [====================>.........] - ETA: 240s - loss: 0.6447 - acc: 0.7993280/367 [=====================>........] - ETA: 207s - loss: 0.6465 - acc: 0.7985294/367 [=======================>......] - ETA: 174s - loss: 0.6501 - acc: 0.7975308/367 [========================>.....] - ETA: 140s - loss: 0.6505 - acc: 0.7976322/367 [=========================>....] - ETA: 107s - loss: 0.6474 - acc: 0.7988336/367 [==========================>...] - ETA: 73s - loss: 0.6449 - acc: 0.7999 350/367 [===========================>..] - ETA: 40s - loss: 0.6478 - acc: 0.7990364/367 [============================>.] - ETA: 7s - loss: 0.6463 - acc: 0.7994 367/367 [==============================] - 888s - loss: 0.6469 - acc: 0.7994
Epoch 40/100
14/367 [>.............................] - ETA: 870s - loss: 1.1194 - acc: 0.6716 28/367 [=>............................] - ETA: 817s - loss: 0.9485 - acc: 0.7168 42/367 [==>...........................] - ETA: 786s - loss: 0.8562 - acc: 0.7409 56/367 [===>..........................] - ETA: 746s - loss: 0.8223 - acc: 0.7503 70/367 [====>.........................] - ETA: 714s - loss: 0.8183 - acc: 0.7481 84/367 [=====>........................] - ETA: 676s - loss: 0.7988 - acc: 0.7551 98/367 [=======>......................] - ETA: 643s - loss: 0.7819 - acc: 0.7592112/367 [========>.....................] - ETA: 607s - loss: 0.7512 - acc: 0.7689126/367 [=========>....................] - ETA: 575s - loss: 0.7393 - acc: 0.7714140/367 [==========>...................] - ETA: 540s - loss: 0.7282 - acc: 0.7749154/367 [===========>..................] - ETA: 508s - loss: 0.7288 - acc: 0.7748168/367 [============>.................] - ETA: 474s - loss: 0.7256 - acc: 0.7759182/367 [=============>................] - ETA: 442s - loss: 0.7191 - acc: 0.7776196/367 [===============>..............] - ETA: 408s - loss: 0.7056 - acc: 0.7822210/367 [================>.............] - ETA: 376s - loss: 0.7022 - acc: 0.7832224/367 [=================>............] - ETA: 342s - loss: 0.6969 - acc: 0.7852238/367 [==================>...........] - ETA: 309s - loss: 0.6962 - acc: 0.7849252/367 [===================>..........] - ETA: 275s - loss: 0.6893 - acc: 0.7872266/367 [====================>.........] - ETA: 242s - loss: 0.6842 - acc: 0.7893280/367 [=====================>........] - ETA: 208s - loss: 0.6862 - acc: 0.7884294/367 [=======================>......] - ETA: 175s - loss: 0.6827 - acc: 0.7891308/367 [========================>.....] - ETA: 141s - loss: 0.6765 - acc: 0.7913322/367 [=========================>....] - ETA: 108s - loss: 0.6723 - acc: 0.7927336/367 [==========================>...] - ETA: 74s - loss: 0.6708 - acc: 0.7931 350/367 [===========================>..] - ETA: 40s - loss: 0.6674 - acc: 0.7943364/367 [============================>.] - ETA: 7s - loss: 0.6656 - acc: 0.7948 367/367 [==============================] - 895s - loss: 0.6662 - acc: 0.7944
Epoch 41/100
14/367 [>.............................] - ETA: 826s - loss: 0.7629 - acc: 0.7708 28/367 [=>............................] - ETA: 816s - loss: 0.7046 - acc: 0.7817 42/367 [==>...........................] - ETA: 774s - loss: 0.6792 - acc: 0.7908 56/367 [===>..........................] - ETA: 746s - loss: 0.6456 - acc: 0.8015 70/367 [====>.........................] - ETA: 707s - loss: 0.6554 - acc: 0.7974 84/367 [=====>........................] - ETA: 678s - loss: 0.6508 - acc: 0.7982 98/367 [=======>......................] - ETA: 643s - loss: 0.6327 - acc: 0.8049112/367 [========>.....................] - ETA: 611s - loss: 0.6200 - acc: 0.8098126/367 [=========>....................] - ETA: 576s - loss: 0.6202 - acc: 0.8098140/367 [==========>...................] - ETA: 544s - loss: 0.6115 - acc: 0.8128154/367 [===========>..................] - ETA: 510s - loss: 0.6081 - acc: 0.8135168/367 [============>.................] - ETA: 477s - loss: 0.6076 - acc: 0.8133182/367 [=============>................] - ETA: 443s - loss: 0.6108 - acc: 0.8118196/367 [===============>..............] - ETA: 410s - loss: 0.6132 - acc: 0.8114210/367 [================>.............] - ETA: 376s - loss: 0.6109 - acc: 0.8123224/367 [=================>............] - ETA: 342s - loss: 0.6097 - acc: 0.8127238/367 [==================>...........] - ETA: 309s - loss: 0.6143 - acc: 0.8112252/367 [===================>..........] - ETA: 275s - loss: 0.6212 - acc: 0.8083266/367 [====================>.........] - ETA: 242s - loss: 0.6273 - acc: 0.8062280/367 [=====================>........] - ETA: 208s - loss: 0.6326 - acc: 0.8039294/367 [=======================>......] - ETA: 175s - loss: 0.6364 - acc: 0.8022308/367 [========================>.....] - ETA: 141s - loss: 0.6409 - acc: 0.8005322/367 [=========================>....] - ETA: 108s - loss: 0.6382 - acc: 0.8016336/367 [==========================>...] - ETA: 74s - loss: 0.6363 - acc: 0.8024 350/367 [===========================>..] - ETA: 40s - loss: 0.6365 - acc: 0.8022364/367 [============================>.] - ETA: 7s - loss: 0.6352 - acc: 0.8027 367/367 [==============================] - 894s - loss: 0.6348 - acc: 0.8028
Epoch 42/100
14/367 [>.............................] - ETA: 867s - loss: 0.6690 - acc: 0.7792 28/367 [=>............................] - ETA: 814s - loss: 0.6563 - acc: 0.7843 42/367 [==>...........................] - ETA: 785s - loss: 0.6350 - acc: 0.7966 56/367 [===>..........................] - ETA: 746s - loss: 0.6218 - acc: 0.8023 70/367 [====>.........................] - ETA: 716s - loss: 0.6175 - acc: 0.8070 84/367 [=====>........................] - ETA: 678s - loss: 0.6382 - acc: 0.8010 98/367 [=======>......................] - ETA: 646s - loss: 0.6332 - acc: 0.8030112/367 [========>.....................] - ETA: 610s - loss: 0.6260 - acc: 0.8065126/367 [=========>....................] - ETA: 578s - loss: 0.6315 - acc: 0.8046140/367 [==========>...................] - ETA: 542s - loss: 0.6276 - acc: 0.8054154/367 [===========>..................] - ETA: 510s - loss: 0.6272 - acc: 0.8056168/367 [============>.................] - ETA: 475s - loss: 0.6244 - acc: 0.8066182/367 [=============>................] - ETA: 443s - loss: 0.6206 - acc: 0.8080196/367 [===============>..............] - ETA: 408s - loss: 0.6234 - acc: 0.8069210/367 [================>.............] - ETA: 376s - loss: 0.6178 - acc: 0.8088224/367 [=================>............] - ETA: 342s - loss: 0.6180 - acc: 0.8087238/367 [==================>...........] - ETA: 309s - loss: 0.6146 - acc: 0.8101252/367 [===================>..........] - ETA: 275s - loss: 0.6155 - acc: 0.8096266/367 [====================>.........] - ETA: 241s - loss: 0.6134 - acc: 0.8105280/367 [=====================>........] - ETA: 208s - loss: 0.6138 - acc: 0.8099294/367 [=======================>......] - ETA: 174s - loss: 0.6157 - acc: 0.8091308/367 [========================>.....] - ETA: 141s - loss: 0.6162 - acc: 0.8092322/367 [=========================>....] - ETA: 107s - loss: 0.6148 - acc: 0.8097336/367 [==========================>...] - ETA: 74s - loss: 0.6198 - acc: 0.8079 350/367 [===========================>..] - ETA: 40s - loss: 0.6243 - acc: 0.8064364/367 [============================>.] - ETA: 7s - loss: 0.6292 - acc: 0.8051 367/367 [==============================] - 891s - loss: 0.6313 - acc: 0.8045
Epoch 43/100
14/367 [>.............................] - ETA: 817s - loss: 0.7793 - acc: 0.7489 28/367 [=>............................] - ETA: 810s - loss: 0.7529 - acc: 0.7672 42/367 [==>...........................] - ETA: 769s - loss: 0.7213 - acc: 0.7781 56/367 [===>..........................] - ETA: 743s - loss: 0.7003 - acc: 0.7819 70/367 [====>.........................] - ETA: 710s - loss: 0.6978 - acc: 0.7831 84/367 [=====>........................] - ETA: 678s - loss: 0.6788 - acc: 0.7899 98/367 [=======>......................] - ETA: 642s - loss: 0.6674 - acc: 0.7927112/367 [========>.....................] - ETA: 611s - loss: 0.6571 - acc: 0.7972126/367 [=========>....................] - ETA: 575s - loss: 0.6529 - acc: 0.7989140/367 [==========>...................] - ETA: 544s - loss: 0.6466 - acc: 0.8014154/367 [===========>..................] - ETA: 508s - loss: 0.6391 - acc: 0.8031168/367 [============>.................] - ETA: 476s - loss: 0.6387 - acc: 0.8030182/367 [=============>................] - ETA: 442s - loss: 0.6346 - acc: 0.8042196/367 [===============>..............] - ETA: 409s - loss: 0.6295 - acc: 0.8059210/367 [================>.............] - ETA: 375s - loss: 0.6272 - acc: 0.8064224/367 [=================>............] - ETA: 342s - loss: 0.6240 - acc: 0.8075238/367 [==================>...........] - ETA: 308s - loss: 0.6176 - acc: 0.8095252/367 [===================>..........] - ETA: 275s - loss: 0.6181 - acc: 0.8092266/367 [====================>.........] - ETA: 241s - loss: 0.6158 - acc: 0.8097280/367 [=====================>........] - ETA: 208s - loss: 0.6169 - acc: 0.8094294/367 [=======================>......] - ETA: 174s - loss: 0.6154 - acc: 0.8098308/367 [========================>.....] - ETA: 141s - loss: 0.6207 - acc: 0.8079322/367 [=========================>....] - ETA: 107s - loss: 0.6209 - acc: 0.8081336/367 [==========================>...] - ETA: 74s - loss: 0.6251 - acc: 0.8069 350/367 [===========================>..] - ETA: 40s - loss: 0.6262 - acc: 0.8064364/367 [============================>.] - ETA: 7s - loss: 0.6284 - acc: 0.8056 367/367 [==============================] - 891s - loss: 0.6303 - acc: 0.8048
Epoch 44/100
14/367 [>.............................] - ETA: 851s - loss: 0.9580 - acc: 0.7092 28/367 [=>............................] - ETA: 801s - loss: 0.9160 - acc: 0.7201 42/367 [==>...........................] - ETA: 775s - loss: 0.8504 - acc: 0.7390 56/367 [===>..........................] - ETA: 738s - loss: 0.8229 - acc: 0.7441 70/367 [====>.........................] - ETA: 709s - loss: 0.8242 - acc: 0.7462 84/367 [=====>........................] - ETA: 672s - loss: 0.8188 - acc: 0.7485 98/367 [=======>......................] - ETA: 642s - loss: 0.8419 - acc: 0.7444112/367 [========>.....................] - ETA: 606s - loss: 0.8515 - acc: 0.7414126/367 [=========>....................] - ETA: 575s - loss: 0.8386 - acc: 0.7449140/367 [==========>...................] - ETA: 540s - loss: 0.8191 - acc: 0.7510154/367 [===========>..................] - ETA: 508s - loss: 0.7985 - acc: 0.7568168/367 [============>.................] - ETA: 474s - loss: 0.7791 - acc: 0.7631182/367 [=============>................] - ETA: 441s - loss: 0.7730 - acc: 0.7637196/367 [===============>..............] - ETA: 407s - loss: 0.7603 - acc: 0.7678210/367 [================>.............] - ETA: 375s - loss: 0.7581 - acc: 0.7685224/367 [=================>............] - ETA: 341s - loss: 0.7460 - acc: 0.7723238/367 [==================>...........] - ETA: 308s - loss: 0.7387 - acc: 0.7745252/367 [===================>..........] - ETA: 274s - loss: 0.7277 - acc: 0.7781266/367 [====================>.........] - ETA: 241s - loss: 0.7212 - acc: 0.7798280/367 [=====================>........] - ETA: 207s - loss: 0.7114 - acc: 0.7830294/367 [=======================>......] - ETA: 174s - loss: 0.7051 - acc: 0.7847308/367 [========================>.....] - ETA: 140s - loss: 0.6987 - acc: 0.7865322/367 [=========================>....] - ETA: 107s - loss: 0.6973 - acc: 0.7867336/367 [==========================>...] - ETA: 74s - loss: 0.6946 - acc: 0.7875 350/367 [===========================>..] - ETA: 40s - loss: 0.6940 - acc: 0.7876364/367 [============================>.] - ETA: 7s - loss: 0.6895 - acc: 0.7891 367/367 [==============================] - 890s - loss: 0.6894 - acc: 0.7891
Epoch 45/100
14/367 [>.............................] - ETA: 815s - loss: 0.7047 - acc: 0.7809 28/367 [=>............................] - ETA: 804s - loss: 0.6304 - acc: 0.8086 42/367 [==>...........................] - ETA: 767s - loss: 0.6708 - acc: 0.7906 56/367 [===>..........................] - ETA: 740s - loss: 0.6779 - acc: 0.7874 70/367 [====>.........................] - ETA: 704s - loss: 0.6710 - acc: 0.7882 84/367 [=====>........................] - ETA: 674s - loss: 0.6628 - acc: 0.7915 98/367 [=======>......................] - ETA: 639s - loss: 0.6530 - acc: 0.7948112/367 [========>.....................] - ETA: 608s - loss: 0.6463 - acc: 0.7972126/367 [=========>....................] - ETA: 572s - loss: 0.6340 - acc: 0.8019140/367 [==========>...................] - ETA: 540s - loss: 0.6261 - acc: 0.8044154/367 [===========>..................] - ETA: 506s - loss: 0.6184 - acc: 0.8071168/367 [============>.................] - ETA: 473s - loss: 0.6167 - acc: 0.8079182/367 [=============>................] - ETA: 440s - loss: 0.6119 - acc: 0.8094196/367 [===============>..............] - ETA: 407s - loss: 0.6031 - acc: 0.8122210/367 [================>.............] - ETA: 373s - loss: 0.6004 - acc: 0.8129224/367 [=================>............] - ETA: 341s - loss: 0.6042 - acc: 0.8115238/367 [==================>...........] - ETA: 307s - loss: 0.6077 - acc: 0.8104252/367 [===================>..........] - ETA: 274s - loss: 0.6073 - acc: 0.8104266/367 [====================>.........] - ETA: 240s - loss: 0.6048 - acc: 0.8117280/367 [=====================>........] - ETA: 207s - loss: 0.6043 - acc: 0.8122294/367 [=======================>......] - ETA: 174s - loss: 0.6110 - acc: 0.8096308/367 [========================>.....] - ETA: 140s - loss: 0.6127 - acc: 0.8092322/367 [=========================>....] - ETA: 107s - loss: 0.6096 - acc: 0.8100336/367 [==========================>...] - ETA: 74s - loss: 0.6056 - acc: 0.8115 350/367 [===========================>..] - ETA: 40s - loss: 0.6069 - acc: 0.8109364/367 [============================>.] - ETA: 7s - loss: 0.6051 - acc: 0.8117 367/367 [==============================] - 889s - loss: 0.6065 - acc: 0.8113
Epoch 46/100
14/367 [>.............................] - ETA: 827s - loss: 0.8212 - acc: 0.7406 28/367 [=>............................] - ETA: 809s - loss: 0.7546 - acc: 0.7582 42/367 [==>...........................] - ETA: 766s - loss: 0.7190 - acc: 0.7715 56/367 [===>..........................] - ETA: 739s - loss: 0.7018 - acc: 0.7794 70/367 [====>.........................] - ETA: 704s - loss: 0.6798 - acc: 0.7869 84/367 [=====>........................] - ETA: 675s - loss: 0.6601 - acc: 0.7943 98/367 [=======>......................] - ETA: 639s - loss: 0.6514 - acc: 0.7967112/367 [========>.....................] - ETA: 608s - loss: 0.6397 - acc: 0.8010126/367 [=========>....................] - ETA: 573s - loss: 0.6375 - acc: 0.8016140/367 [==========>...................] - ETA: 541s - loss: 0.6339 - acc: 0.8030154/367 [===========>..................] - ETA: 507s - loss: 0.6210 - acc: 0.8070168/367 [============>.................] - ETA: 475s - loss: 0.6151 - acc: 0.8091182/367 [=============>................] - ETA: 440s - loss: 0.6168 - acc: 0.8083196/367 [===============>..............] - ETA: 408s - loss: 0.6170 - acc: 0.8087210/367 [================>.............] - ETA: 374s - loss: 0.6132 - acc: 0.8101224/367 [=================>............] - ETA: 341s - loss: 0.6056 - acc: 0.8124238/367 [==================>...........] - ETA: 307s - loss: 0.6019 - acc: 0.8134252/367 [===================>..........] - ETA: 274s - loss: 0.6002 - acc: 0.8141266/367 [====================>.........] - ETA: 241s - loss: 0.5953 - acc: 0.8158280/367 [=====================>........] - ETA: 207s - loss: 0.5912 - acc: 0.8174294/367 [=======================>......] - ETA: 174s - loss: 0.5884 - acc: 0.8183308/367 [========================>.....] - ETA: 140s - loss: 0.5861 - acc: 0.8189322/367 [=========================>....] - ETA: 107s - loss: 0.5860 - acc: 0.8189336/367 [==========================>...] - ETA: 74s - loss: 0.5861 - acc: 0.8190 350/367 [===========================>..] - ETA: 40s - loss: 0.5893 - acc: 0.8176364/367 [============================>.] - ETA: 7s - loss: 0.5914 - acc: 0.8171 367/367 [==============================] - 888s - loss: 0.5910 - acc: 0.8171
Epoch 47/100
14/367 [>.............................] - ETA: 867s - loss: 0.7315 - acc: 0.7649 28/367 [=>............................] - ETA: 808s - loss: 0.6446 - acc: 0.7950 42/367 [==>...........................] - ETA: 781s - loss: 0.6368 - acc: 0.7969 56/367 [===>..........................] - ETA: 740s - loss: 0.6218 - acc: 0.8019 70/367 [====>.........................] - ETA: 714s - loss: 0.6113 - acc: 0.8070 84/367 [=====>........................] - ETA: 676s - loss: 0.6068 - acc: 0.8101 98/367 [=======>......................] - ETA: 645s - loss: 0.6045 - acc: 0.8108112/367 [========>.....................] - ETA: 609s - loss: 0.5935 - acc: 0.8146126/367 [=========>....................] - ETA: 576s - loss: 0.5944 - acc: 0.8147140/367 [==========>...................] - ETA: 542s - loss: 0.5850 - acc: 0.8179154/367 [===========>..................] - ETA: 509s - loss: 0.5861 - acc: 0.8181168/367 [============>.................] - ETA: 475s - loss: 0.5880 - acc: 0.8171182/367 [=============>................] - ETA: 442s - loss: 0.5928 - acc: 0.8152196/367 [===============>..............] - ETA: 408s - loss: 0.5880 - acc: 0.8173210/367 [================>.............] - ETA: 375s - loss: 0.5829 - acc: 0.8195224/367 [=================>............] - ETA: 341s - loss: 0.5748 - acc: 0.8225238/367 [==================>...........] - ETA: 308s - loss: 0.5713 - acc: 0.8237252/367 [===================>..........] - ETA: 274s - loss: 0.5690 - acc: 0.8246266/367 [====================>.........] - ETA: 241s - loss: 0.5698 - acc: 0.8241280/367 [=====================>........] - ETA: 207s - loss: 0.5704 - acc: 0.8239294/367 [=======================>......] - ETA: 174s - loss: 0.5703 - acc: 0.8235308/367 [========================>.....] - ETA: 140s - loss: 0.5686 - acc: 0.8241322/367 [=========================>....] - ETA: 107s - loss: 0.5629 - acc: 0.8261336/367 [==========================>...] - ETA: 73s - loss: 0.5615 - acc: 0.8265 350/367 [===========================>..] - ETA: 40s - loss: 0.5628 - acc: 0.8258364/367 [============================>.] - ETA: 7s - loss: 0.5650 - acc: 0.8249 367/367 [==============================] - 889s - loss: 0.5649 - acc: 0.8250
Epoch 48/100
14/367 [>.............................] - ETA: 803s - loss: 0.6806 - acc: 0.7972 28/367 [=>............................] - ETA: 803s - loss: 0.6490 - acc: 0.8056 42/367 [==>...........................] - ETA: 766s - loss: 0.6244 - acc: 0.8119 56/367 [===>..........................] - ETA: 743s - loss: 0.5991 - acc: 0.8182 70/367 [====>.........................] - ETA: 708s - loss: 0.5995 - acc: 0.8151 84/367 [=====>........................] - ETA: 677s - loss: 0.6075 - acc: 0.8126 98/367 [=======>......................] - ETA: 641s - loss: 0.6006 - acc: 0.8149112/367 [========>.....................] - ETA: 609s - loss: 0.6076 - acc: 0.8127126/367 [=========>....................] - ETA: 575s - loss: 0.5943 - acc: 0.8175140/367 [==========>...................] - ETA: 544s - loss: 0.5799 - acc: 0.8223154/367 [===========>..................] - ETA: 509s - loss: 0.5850 - acc: 0.8199168/367 [============>.................] - ETA: 477s - loss: 0.5895 - acc: 0.8183182/367 [=============>................] - ETA: 442s - loss: 0.5886 - acc: 0.8186196/367 [===============>..............] - ETA: 410s - loss: 0.5875 - acc: 0.8188210/367 [================>.............] - ETA: 376s - loss: 0.5902 - acc: 0.8177224/367 [=================>............] - ETA: 343s - loss: 0.5961 - acc: 0.8153238/367 [==================>...........] - ETA: 309s - loss: 0.5926 - acc: 0.8167252/367 [===================>..........] - ETA: 275s - loss: 0.5868 - acc: 0.8188266/367 [====================>.........] - ETA: 241s - loss: 0.5825 - acc: 0.8206280/367 [=====================>........] - ETA: 208s - loss: 0.5829 - acc: 0.8203294/367 [=======================>......] - ETA: 174s - loss: 0.5842 - acc: 0.8198308/367 [========================>.....] - ETA: 141s - loss: 0.5802 - acc: 0.8212322/367 [=========================>....] - ETA: 107s - loss: 0.5884 - acc: 0.8187336/367 [==========================>...] - ETA: 74s - loss: 0.5961 - acc: 0.8163 350/367 [===========================>..] - ETA: 40s - loss: 0.6035 - acc: 0.8139364/367 [============================>.] - ETA: 7s - loss: 0.6087 - acc: 0.8122 367/367 [==============================] - 892s - loss: 0.6091 - acc: 0.8120
Epoch 49/100
14/367 [>.............................] - ETA: 838s - loss: 0.8938 - acc: 0.7360 28/367 [=>............................] - ETA: 819s - loss: 0.7977 - acc: 0.7659 42/367 [==>...........................] - ETA: 776s - loss: 0.7732 - acc: 0.7642 56/367 [===>..........................] - ETA: 750s - loss: 0.7674 - acc: 0.7617 70/367 [====>.........................] - ETA: 713s - loss: 0.7714 - acc: 0.7605 84/367 [=====>........................] - ETA: 682s - loss: 0.7496 - acc: 0.7688 98/367 [=======>......................] - ETA: 644s - loss: 0.7257 - acc: 0.7762112/367 [========>.....................] - ETA: 612s - loss: 0.7110 - acc: 0.7802126/367 [=========>....................] - ETA: 576s - loss: 0.7023 - acc: 0.7833140/367 [==========>...................] - ETA: 543s - loss: 0.6897 - acc: 0.7869154/367 [===========>..................] - ETA: 509s - loss: 0.6754 - acc: 0.7915168/367 [============>.................] - ETA: 477s - loss: 0.6688 - acc: 0.7936182/367 [=============>................] - ETA: 443s - loss: 0.6571 - acc: 0.7972196/367 [===============>..............] - ETA: 410s - loss: 0.6501 - acc: 0.7999210/367 [================>.............] - ETA: 375s - loss: 0.6490 - acc: 0.8001224/367 [=================>............] - ETA: 343s - loss: 0.6459 - acc: 0.8011238/367 [==================>...........] - ETA: 309s - loss: 0.6457 - acc: 0.8016252/367 [===================>..........] - ETA: 275s - loss: 0.6411 - acc: 0.8028266/367 [====================>.........] - ETA: 241s - loss: 0.6366 - acc: 0.8039280/367 [=====================>........] - ETA: 208s - loss: 0.6315 - acc: 0.8058294/367 [=======================>......] - ETA: 174s - loss: 0.6275 - acc: 0.8067308/367 [========================>.....] - ETA: 141s - loss: 0.6227 - acc: 0.8082322/367 [=========================>....] - ETA: 107s - loss: 0.6152 - acc: 0.8107336/367 [==========================>...] - ETA: 74s - loss: 0.6119 - acc: 0.8115 350/367 [===========================>..] - ETA: 40s - loss: 0.6078 - acc: 0.8128364/367 [============================>.] - ETA: 7s - loss: 0.6028 - acc: 0.8145 367/367 [==============================] - 891s - loss: 0.6027 - acc: 0.8145
Epoch 50/100
14/367 [>.............................] - ETA: 865s - loss: 0.8234 - acc: 0.7450 28/367 [=>............................] - ETA: 818s - loss: 0.7337 - acc: 0.7755 42/367 [==>...........................] - ETA: 789s - loss: 0.6919 - acc: 0.7873 56/367 [===>..........................] - ETA: 747s - loss: 0.6670 - acc: 0.7946 70/367 [====>.........................] - ETA: 716s - loss: 0.6328 - acc: 0.8037 84/367 [=====>........................] - ETA: 677s - loss: 0.6285 - acc: 0.8052 98/367 [=======>......................] - ETA: 645s - loss: 0.6146 - acc: 0.8093112/367 [========>.....................] - ETA: 609s - loss: 0.6023 - acc: 0.8135126/367 [=========>....................] - ETA: 577s - loss: 0.5927 - acc: 0.8166140/367 [==========>...................] - ETA: 541s - loss: 0.5777 - acc: 0.8214154/367 [===========>..................] - ETA: 509s - loss: 0.5706 - acc: 0.8236168/367 [============>.................] - ETA: 474s - loss: 0.5710 - acc: 0.8230182/367 [=============>................] - ETA: 442s - loss: 0.5677 - acc: 0.8240196/367 [===============>..............] - ETA: 407s - loss: 0.5646 - acc: 0.8250210/367 [================>.............] - ETA: 375s - loss: 0.5668 - acc: 0.8245224/367 [=================>............] - ETA: 341s - loss: 0.5647 - acc: 0.8249238/367 [==================>...........] - ETA: 308s - loss: 0.5618 - acc: 0.8255252/367 [===================>..........] - ETA: 274s - loss: 0.5664 - acc: 0.8237266/367 [====================>.........] - ETA: 241s - loss: 0.5664 - acc: 0.8238280/367 [=====================>........] - ETA: 207s - loss: 0.5634 - acc: 0.8251294/367 [=======================>......] - ETA: 174s - loss: 0.5649 - acc: 0.8244308/367 [========================>.....] - ETA: 141s - loss: 0.5653 - acc: 0.8243322/367 [=========================>....] - ETA: 107s - loss: 0.5635 - acc: 0.8247336/367 [==========================>...] - ETA: 74s - loss: 0.5603 - acc: 0.8261 350/367 [===========================>..] - ETA: 40s - loss: 0.5598 - acc: 0.8261364/367 [============================>.] - ETA: 7s - loss: 0.5581 - acc: 0.8269 367/367 [==============================] - 891s - loss: 0.5578 - acc: 0.8270
Epoch 51/100
14/367 [>.............................] - ETA: 822s - loss: 0.7346 - acc: 0.7739 28/367 [=>............................] - ETA: 812s - loss: 0.7020 - acc: 0.7808 42/367 [==>...........................] - ETA: 771s - loss: 0.6390 - acc: 0.8024 56/367 [===>..........................] - ETA: 744s - loss: 0.5836 - acc: 0.8212 70/367 [====>.........................] - ETA: 707s - loss: 0.5680 - acc: 0.8257 84/367 [=====>........................] - ETA: 676s - loss: 0.5736 - acc: 0.8225 98/367 [=======>......................] - ETA: 640s - loss: 0.5661 - acc: 0.8251112/367 [========>.....................] - ETA: 609s - loss: 0.5616 - acc: 0.8268126/367 [=========>....................] - ETA: 575s - loss: 0.5620 - acc: 0.8272140/367 [==========>...................] - ETA: 543s - loss: 0.5566 - acc: 0.8290154/367 [===========>..................] - ETA: 509s - loss: 0.5510 - acc: 0.8312168/367 [============>.................] - ETA: 476s - loss: 0.5475 - acc: 0.8318182/367 [=============>................] - ETA: 442s - loss: 0.5453 - acc: 0.8322196/367 [===============>..............] - ETA: 409s - loss: 0.5408 - acc: 0.8336210/367 [================>.............] - ETA: 375s - loss: 0.5389 - acc: 0.8346224/367 [=================>............] - ETA: 342s - loss: 0.5340 - acc: 0.8364238/367 [==================>...........] - ETA: 308s - loss: 0.5300 - acc: 0.8371252/367 [===================>..........] - ETA: 275s - loss: 0.5310 - acc: 0.8370266/367 [====================>.........] - ETA: 241s - loss: 0.5338 - acc: 0.8356280/367 [=====================>........] - ETA: 208s - loss: 0.5379 - acc: 0.8345294/367 [=======================>......] - ETA: 174s - loss: 0.5419 - acc: 0.8331308/367 [========================>.....] - ETA: 141s - loss: 0.5410 - acc: 0.8334322/367 [=========================>....] - ETA: 107s - loss: 0.5432 - acc: 0.8328336/367 [==========================>...] - ETA: 74s - loss: 0.5455 - acc: 0.8322 350/367 [===========================>..] - ETA: 40s - loss: 0.5469 - acc: 0.8315364/367 [============================>.] - ETA: 7s - loss: 0.5479 - acc: 0.8311 367/367 [==============================] - 893s - loss: 0.5475 - acc: 0.8312
Epoch 52/100
14/367 [>.............................] - ETA: 824s - loss: 0.7185 - acc: 0.8029 28/367 [=>............................] - ETA: 811s - loss: 0.7173 - acc: 0.7859 42/367 [==>...........................] - ETA: 772s - loss: 0.7272 - acc: 0.7771 56/367 [===>..........................] - ETA: 743s - loss: 0.6789 - acc: 0.7927 70/367 [====>.........................] - ETA: 705s - loss: 0.6476 - acc: 0.8024 84/367 [=====>........................] - ETA: 676s - loss: 0.6447 - acc: 0.8023 98/367 [=======>......................] - ETA: 639s - loss: 0.6289 - acc: 0.8070112/367 [========>.....................] - ETA: 608s - loss: 0.6185 - acc: 0.8103126/367 [=========>....................] - ETA: 572s - loss: 0.6125 - acc: 0.8114140/367 [==========>...................] - ETA: 541s - loss: 0.6110 - acc: 0.8115154/367 [===========>..................] - ETA: 507s - loss: 0.6195 - acc: 0.8083168/367 [============>.................] - ETA: 474s - loss: 0.6195 - acc: 0.8089182/367 [=============>................] - ETA: 440s - loss: 0.6149 - acc: 0.8112196/367 [===============>..............] - ETA: 407s - loss: 0.6052 - acc: 0.8148210/367 [================>.............] - ETA: 373s - loss: 0.5954 - acc: 0.8178224/367 [=================>............] - ETA: 340s - loss: 0.5881 - acc: 0.8198238/367 [==================>...........] - ETA: 306s - loss: 0.5859 - acc: 0.8201252/367 [===================>..........] - ETA: 274s - loss: 0.5834 - acc: 0.8209266/367 [====================>.........] - ETA: 240s - loss: 0.5827 - acc: 0.8208280/367 [=====================>........] - ETA: 207s - loss: 0.5841 - acc: 0.8202294/367 [=======================>......] - ETA: 173s - loss: 0.5856 - acc: 0.8197308/367 [========================>.....] - ETA: 140s - loss: 0.5859 - acc: 0.8194322/367 [=========================>....] - ETA: 107s - loss: 0.5819 - acc: 0.8207336/367 [==========================>...] - ETA: 73s - loss: 0.5780 - acc: 0.8220 350/367 [===========================>..] - ETA: 40s - loss: 0.5725 - acc: 0.8239364/367 [============================>.] - ETA: 7s - loss: 0.5704 - acc: 0.8244 367/367 [==============================] - 888s - loss: 0.5702 - acc: 0.8244
Epoch 53/100
14/367 [>.............................] - ETA: 824s - loss: 0.5037 - acc: 0.8459 28/367 [=>............................] - ETA: 807s - loss: 0.5260 - acc: 0.8381 42/367 [==>...........................] - ETA: 767s - loss: 0.5130 - acc: 0.8419 56/367 [===>..........................] - ETA: 739s - loss: 0.5182 - acc: 0.8406 70/367 [====>.........................] - ETA: 703s - loss: 0.5214 - acc: 0.8388 84/367 [=====>........................] - ETA: 673s - loss: 0.5471 - acc: 0.8317 98/367 [=======>......................] - ETA: 638s - loss: 0.5517 - acc: 0.8302112/367 [========>.....................] - ETA: 608s - loss: 0.5596 - acc: 0.8274126/367 [=========>....................] - ETA: 575s - loss: 0.5474 - acc: 0.8318140/367 [==========>...................] - ETA: 543s - loss: 0.5474 - acc: 0.8311154/367 [===========>..................] - ETA: 509s - loss: 0.5487 - acc: 0.8309168/367 [============>.................] - ETA: 476s - loss: 0.5427 - acc: 0.8329182/367 [=============>................] - ETA: 442s - loss: 0.5370 - acc: 0.8345196/367 [===============>..............] - ETA: 409s - loss: 0.5404 - acc: 0.8330210/367 [================>.............] - ETA: 375s - loss: 0.5351 - acc: 0.8352224/367 [=================>............] - ETA: 342s - loss: 0.5338 - acc: 0.8356238/367 [==================>...........] - ETA: 309s - loss: 0.5285 - acc: 0.8374252/367 [===================>..........] - ETA: 275s - loss: 0.5259 - acc: 0.8379266/367 [====================>.........] - ETA: 242s - loss: 0.5227 - acc: 0.8391280/367 [=====================>........] - ETA: 208s - loss: 0.5204 - acc: 0.8397294/367 [=======================>......] - ETA: 175s - loss: 0.5183 - acc: 0.8405308/367 [========================>.....] - ETA: 141s - loss: 0.5180 - acc: 0.8404322/367 [=========================>....] - ETA: 107s - loss: 0.5157 - acc: 0.8413336/367 [==========================>...] - ETA: 74s - loss: 0.5163 - acc: 0.8410 350/367 [===========================>..] - ETA: 40s - loss: 0.5126 - acc: 0.8422364/367 [============================>.] - ETA: 7s - loss: 0.5118 - acc: 0.8424 367/367 [==============================] - 893s - loss: 0.5115 - acc: 0.8425
Epoch 54/100
14/367 [>.............................] - ETA: 825s - loss: 0.5790 - acc: 0.8162 28/367 [=>............................] - ETA: 807s - loss: 0.5533 - acc: 0.8276 42/367 [==>...........................] - ETA: 767s - loss: 0.5370 - acc: 0.8324 56/367 [===>..........................] - ETA: 741s - loss: 0.5280 - acc: 0.8364 70/367 [====>.........................] - ETA: 706s - loss: 0.5148 - acc: 0.8415 84/367 [=====>........................] - ETA: 675s - loss: 0.5172 - acc: 0.8399 98/367 [=======>......................] - ETA: 640s - loss: 0.5201 - acc: 0.8392112/367 [========>.....................] - ETA: 608s - loss: 0.5303 - acc: 0.8360126/367 [=========>....................] - ETA: 573s - loss: 0.5322 - acc: 0.8358140/367 [==========>...................] - ETA: 541s - loss: 0.5414 - acc: 0.8318154/367 [===========>..................] - ETA: 506s - loss: 0.5461 - acc: 0.8310168/367 [============>.................] - ETA: 474s - loss: 0.5427 - acc: 0.8322182/367 [=============>................] - ETA: 440s - loss: 0.5353 - acc: 0.8349196/367 [===============>..............] - ETA: 407s - loss: 0.5272 - acc: 0.8373210/367 [================>.............] - ETA: 374s - loss: 0.5205 - acc: 0.8394224/367 [=================>............] - ETA: 341s - loss: 0.5201 - acc: 0.8396238/367 [==================>...........] - ETA: 307s - loss: 0.5212 - acc: 0.8391252/367 [===================>..........] - ETA: 274s - loss: 0.5270 - acc: 0.8367266/367 [====================>.........] - ETA: 241s - loss: 0.5245 - acc: 0.8376280/367 [=====================>........] - ETA: 208s - loss: 0.5188 - acc: 0.8394294/367 [=======================>......] - ETA: 174s - loss: 0.5181 - acc: 0.8393308/367 [========================>.....] - ETA: 141s - loss: 0.5167 - acc: 0.8396322/367 [=========================>....] - ETA: 107s - loss: 0.5157 - acc: 0.8400336/367 [==========================>...] - ETA: 74s - loss: 0.5153 - acc: 0.8400 350/367 [===========================>..] - ETA: 40s - loss: 0.5155 - acc: 0.8398364/367 [============================>.] - ETA: 7s - loss: 0.5148 - acc: 0.8401 367/367 [==============================] - 892s - loss: 0.5155 - acc: 0.8399
Epoch 55/100
14/367 [>.............................] - ETA: 835s - loss: 0.9394 - acc: 0.7185 28/367 [=>............................] - ETA: 816s - loss: 0.8768 - acc: 0.7353 42/367 [==>...........................] - ETA: 773s - loss: 0.7894 - acc: 0.7609 56/367 [===>..........................] - ETA: 745s - loss: 0.7090 - acc: 0.7876 70/367 [====>.........................] - ETA: 707s - loss: 0.6692 - acc: 0.7982 84/367 [=====>........................] - ETA: 678s - loss: 0.6497 - acc: 0.8024 98/367 [=======>......................] - ETA: 644s - loss: 0.6301 - acc: 0.8090112/367 [========>.....................] - ETA: 612s - loss: 0.6130 - acc: 0.8143126/367 [=========>....................] - ETA: 576s - loss: 0.5952 - acc: 0.8196140/367 [==========>...................] - ETA: 544s - loss: 0.5850 - acc: 0.8221154/367 [===========>..................] - ETA: 510s - loss: 0.5772 - acc: 0.8243168/367 [============>.................] - ETA: 477s - loss: 0.5762 - acc: 0.8241182/367 [=============>................] - ETA: 442s - loss: 0.5739 - acc: 0.8246196/367 [===============>..............] - ETA: 409s - loss: 0.5700 - acc: 0.8258210/367 [================>.............] - ETA: 375s - loss: 0.5632 - acc: 0.8280224/367 [=================>............] - ETA: 342s - loss: 0.5568 - acc: 0.8300238/367 [==================>...........] - ETA: 308s - loss: 0.5528 - acc: 0.8308252/367 [===================>..........] - ETA: 275s - loss: 0.5500 - acc: 0.8317266/367 [====================>.........] - ETA: 241s - loss: 0.5480 - acc: 0.8326280/367 [=====================>........] - ETA: 208s - loss: 0.5499 - acc: 0.8320294/367 [=======================>......] - ETA: 174s - loss: 0.5485 - acc: 0.8325308/367 [========================>.....] - ETA: 141s - loss: 0.5485 - acc: 0.8322322/367 [=========================>....] - ETA: 107s - loss: 0.5451 - acc: 0.8333336/367 [==========================>...] - ETA: 74s - loss: 0.5453 - acc: 0.8329 350/367 [===========================>..] - ETA: 40s - loss: 0.5453 - acc: 0.8330364/367 [============================>.] - ETA: 7s - loss: 0.5472 - acc: 0.8320 367/367 [==============================] - 889s - loss: 0.5471 - acc: 0.8321
Epoch 56/100
14/367 [>.............................] - ETA: 823s - loss: 0.6694 - acc: 0.7985 28/367 [=>............................] - ETA: 813s - loss: 0.6265 - acc: 0.8131 42/367 [==>...........................] - ETA: 770s - loss: 0.6093 - acc: 0.8157 56/367 [===>..........................] - ETA: 743s - loss: 0.5837 - acc: 0.8260 70/367 [====>.........................] - ETA: 707s - loss: 0.5916 - acc: 0.8208 84/367 [=====>........................] - ETA: 677s - loss: 0.5800 - acc: 0.8236 98/367 [=======>......................] - ETA: 641s - loss: 0.5754 - acc: 0.8241112/367 [========>.....................] - ETA: 608s - loss: 0.5828 - acc: 0.8216126/367 [=========>....................] - ETA: 573s - loss: 0.5904 - acc: 0.8200140/367 [==========>...................] - ETA: 541s - loss: 0.5917 - acc: 0.8195154/367 [===========>..................] - ETA: 506s - loss: 0.5876 - acc: 0.8200168/367 [============>.................] - ETA: 474s - loss: 0.5846 - acc: 0.8210182/367 [=============>................] - ETA: 440s - loss: 0.5764 - acc: 0.8232196/367 [===============>..............] - ETA: 408s - loss: 0.5678 - acc: 0.8257210/367 [================>.............] - ETA: 374s - loss: 0.5650 - acc: 0.8263224/367 [=================>............] - ETA: 341s - loss: 0.5593 - acc: 0.8283238/367 [==================>...........] - ETA: 307s - loss: 0.5567 - acc: 0.8289252/367 [===================>..........] - ETA: 274s - loss: 0.5562 - acc: 0.8289266/367 [====================>.........] - ETA: 241s - loss: 0.5593 - acc: 0.8282280/367 [=====================>........] - ETA: 207s - loss: 0.5620 - acc: 0.8269294/367 [=======================>......] - ETA: 174s - loss: 0.5666 - acc: 0.8253308/367 [========================>.....] - ETA: 140s - loss: 0.5628 - acc: 0.8267322/367 [=========================>....] - ETA: 107s - loss: 0.5596 - acc: 0.8277336/367 [==========================>...] - ETA: 74s - loss: 0.5541 - acc: 0.8296 350/367 [===========================>..] - ETA: 40s - loss: 0.5493 - acc: 0.8312364/367 [============================>.] - ETA: 7s - loss: 0.5465 - acc: 0.8320 367/367 [==============================] - 889s - loss: 0.5451 - acc: 0.8325
Epoch 57/100
14/367 [>.............................] - ETA: 818s - loss: 0.4724 - acc: 0.8534 28/367 [=>............................] - ETA: 802s - loss: 0.4565 - acc: 0.8566 42/367 [==>...........................] - ETA: 764s - loss: 0.4533 - acc: 0.8594 56/367 [===>..........................] - ETA: 738s - loss: 0.4534 - acc: 0.8596 70/367 [====>.........................] - ETA: 705s - loss: 0.4737 - acc: 0.8536 84/367 [=====>........................] - ETA: 676s - loss: 0.4805 - acc: 0.8527 98/367 [=======>......................] - ETA: 641s - loss: 0.4985 - acc: 0.8450112/367 [========>.....................] - ETA: 609s - loss: 0.5051 - acc: 0.8432126/367 [=========>....................] - ETA: 574s - loss: 0.5028 - acc: 0.8439140/367 [==========>...................] - ETA: 542s - loss: 0.4996 - acc: 0.8454154/367 [===========>..................] - ETA: 507s - loss: 0.4948 - acc: 0.8467168/367 [============>.................] - ETA: 475s - loss: 0.4886 - acc: 0.8496182/367 [=============>................] - ETA: 441s - loss: 0.4876 - acc: 0.8498196/367 [===============>..............] - ETA: 408s - loss: 0.4869 - acc: 0.8499210/367 [================>.............] - ETA: 374s - loss: 0.4858 - acc: 0.8502224/367 [=================>............] - ETA: 341s - loss: 0.4890 - acc: 0.8489238/367 [==================>...........] - ETA: 308s - loss: 0.4899 - acc: 0.8486252/367 [===================>..........] - ETA: 275s - loss: 0.4926 - acc: 0.8478266/367 [====================>.........] - ETA: 241s - loss: 0.4927 - acc: 0.8477280/367 [=====================>........] - ETA: 208s - loss: 0.4898 - acc: 0.8488294/367 [=======================>......] - ETA: 174s - loss: 0.4916 - acc: 0.8479308/367 [========================>.....] - ETA: 141s - loss: 0.4908 - acc: 0.8480322/367 [=========================>....] - ETA: 107s - loss: 0.4904 - acc: 0.8482336/367 [==========================>...] - ETA: 74s - loss: 0.4952 - acc: 0.8464 350/367 [===========================>..] - ETA: 40s - loss: 0.4985 - acc: 0.8450364/367 [============================>.] - ETA: 7s - loss: 0.5030 - acc: 0.8439 367/367 [==============================] - 892s - loss: 0.5044 - acc: 0.8435
Epoch 58/100
14/367 [>.............................] - ETA: 830s - loss: 0.6455 - acc: 0.8007 28/367 [=>............................] - ETA: 811s - loss: 0.6078 - acc: 0.8129 42/367 [==>...........................] - ETA: 773s - loss: 0.5584 - acc: 0.8258 56/367 [===>..........................] - ETA: 745s - loss: 0.5386 - acc: 0.8337 70/367 [====>.........................] - ETA: 707s - loss: 0.5158 - acc: 0.8409 84/367 [=====>........................] - ETA: 677s - loss: 0.5212 - acc: 0.8382 98/367 [=======>......................] - ETA: 641s - loss: 0.5350 - acc: 0.8339112/367 [========>.....................] - ETA: 609s - loss: 0.5382 - acc: 0.8330126/367 [=========>....................] - ETA: 574s - loss: 0.5354 - acc: 0.8343140/367 [==========>...................] - ETA: 542s - loss: 0.5295 - acc: 0.8361154/367 [===========>..................] - ETA: 507s - loss: 0.5321 - acc: 0.8353168/367 [============>.................] - ETA: 475s - loss: 0.5241 - acc: 0.8383182/367 [=============>................] - ETA: 440s - loss: 0.5282 - acc: 0.8364196/367 [===============>..............] - ETA: 408s - loss: 0.5273 - acc: 0.8369210/367 [================>.............] - ETA: 374s - loss: 0.5356 - acc: 0.8343224/367 [=================>............] - ETA: 341s - loss: 0.5404 - acc: 0.8328238/367 [==================>...........] - ETA: 308s - loss: 0.5349 - acc: 0.8345252/367 [===================>..........] - ETA: 275s - loss: 0.5310 - acc: 0.8355266/367 [====================>.........] - ETA: 241s - loss: 0.5255 - acc: 0.8371280/367 [=====================>........] - ETA: 208s - loss: 0.5232 - acc: 0.8378294/367 [=======================>......] - ETA: 174s - loss: 0.5222 - acc: 0.8381308/367 [========================>.....] - ETA: 141s - loss: 0.5186 - acc: 0.8395322/367 [=========================>....] - ETA: 107s - loss: 0.5143 - acc: 0.8408336/367 [==========================>...] - ETA: 74s - loss: 0.5095 - acc: 0.8428 350/367 [===========================>..] - ETA: 40s - loss: 0.5086 - acc: 0.8430364/367 [============================>.] - ETA: 7s - loss: 0.5082 - acc: 0.8430 367/367 [==============================] - 893s - loss: 0.5082 - acc: 0.8431
Epoch 59/100
14/367 [>.............................] - ETA: 827s - loss: 0.6581 - acc: 0.7922 28/367 [=>............................] - ETA: 808s - loss: 0.5833 - acc: 0.8202 42/367 [==>...........................] - ETA: 771s - loss: 0.6057 - acc: 0.8102 56/367 [===>..........................] - ETA: 745s - loss: 0.6108 - acc: 0.8075 70/367 [====>.........................] - ETA: 708s - loss: 0.5934 - acc: 0.8140 84/367 [=====>........................] - ETA: 679s - loss: 0.5685 - acc: 0.8219 98/367 [=======>......................] - ETA: 644s - loss: 0.5482 - acc: 0.8281112/367 [========>.....................] - ETA: 613s - loss: 0.5487 - acc: 0.8283126/367 [=========>....................] - ETA: 577s - loss: 0.5431 - acc: 0.8297140/367 [==========>...................] - ETA: 544s - loss: 0.5320 - acc: 0.8338154/367 [===========>..................] - ETA: 510s - loss: 0.5246 - acc: 0.8362168/367 [============>.................] - ETA: 477s - loss: 0.5165 - acc: 0.8389182/367 [=============>................] - ETA: 442s - loss: 0.5122 - acc: 0.8403196/367 [===============>..............] - ETA: 409s - loss: 0.5087 - acc: 0.8416210/367 [================>.............] - ETA: 375s - loss: 0.5054 - acc: 0.8429224/367 [=================>............] - ETA: 342s - loss: 0.5033 - acc: 0.8435238/367 [==================>...........] - ETA: 308s - loss: 0.5058 - acc: 0.8428252/367 [===================>..........] - ETA: 275s - loss: 0.5026 - acc: 0.8440266/367 [====================>.........] - ETA: 241s - loss: 0.5033 - acc: 0.8437280/367 [=====================>........] - ETA: 208s - loss: 0.5046 - acc: 0.8432294/367 [=======================>......] - ETA: 174s - loss: 0.5054 - acc: 0.8426308/367 [========================>.....] - ETA: 141s - loss: 0.5017 - acc: 0.8439322/367 [=========================>....] - ETA: 107s - loss: 0.5004 - acc: 0.8443336/367 [==========================>...] - ETA: 74s - loss: 0.4998 - acc: 0.8445 350/367 [===========================>..] - ETA: 40s - loss: 0.4971 - acc: 0.8456364/367 [============================>.] - ETA: 7s - loss: 0.4962 - acc: 0.8459 367/367 [==============================] - 893s - loss: 0.4955 - acc: 0.8461
Epoch 60/100
14/367 [>.............................] - ETA: 839s - loss: 0.4741 - acc: 0.8528 28/367 [=>............................] - ETA: 810s - loss: 0.4672 - acc: 0.8559 42/367 [==>...........................] - ETA: 769s - loss: 0.4676 - acc: 0.8560 56/367 [===>..........................] - ETA: 741s - loss: 0.4694 - acc: 0.8536 70/367 [====>.........................] - ETA: 704s - loss: 0.4653 - acc: 0.8550 84/367 [=====>........................] - ETA: 675s - loss: 0.4557 - acc: 0.8577 98/367 [=======>......................] - ETA: 639s - loss: 0.4557 - acc: 0.8575112/367 [========>.....................] - ETA: 608s - loss: 0.4660 - acc: 0.8530126/367 [=========>....................] - ETA: 574s - loss: 0.4705 - acc: 0.8529140/367 [==========>...................] - ETA: 542s - loss: 0.4740 - acc: 0.8517154/367 [===========>..................] - ETA: 508s - loss: 0.4889 - acc: 0.8467168/367 [============>.................] - ETA: 475s - loss: 0.4970 - acc: 0.8442182/367 [=============>................] - ETA: 442s - loss: 0.5033 - acc: 0.8428196/367 [===============>..............] - ETA: 409s - loss: 0.5127 - acc: 0.8393210/367 [================>.............] - ETA: 375s - loss: 0.5174 - acc: 0.8379224/367 [=================>............] - ETA: 342s - loss: 0.5135 - acc: 0.8402238/367 [==================>...........] - ETA: 308s - loss: 0.5131 - acc: 0.8407252/367 [===================>..........] - ETA: 275s - loss: 0.5131 - acc: 0.8408266/367 [====================>.........] - ETA: 241s - loss: 0.5146 - acc: 0.8403280/367 [=====================>........] - ETA: 208s - loss: 0.5122 - acc: 0.8413294/367 [=======================>......] - ETA: 174s - loss: 0.5105 - acc: 0.8418308/367 [========================>.....] - ETA: 141s - loss: 0.5050 - acc: 0.8437322/367 [=========================>....] - ETA: 107s - loss: 0.5035 - acc: 0.8440336/367 [==========================>...] - ETA: 74s - loss: 0.5043 - acc: 0.8435 350/367 [===========================>..] - ETA: 40s - loss: 0.5057 - acc: 0.8433364/367 [============================>.] - ETA: 7s - loss: 0.5055 - acc: 0.8435 367/367 [==============================] - 892s - loss: 0.5063 - acc: 0.8433
Epoch 61/100
14/367 [>.............................] - ETA: 863s - loss: 0.6488 - acc: 0.8030 28/367 [=>............................] - ETA: 809s - loss: 0.5792 - acc: 0.8227 42/367 [==>...........................] - ETA: 785s - loss: 0.5568 - acc: 0.8281 56/367 [===>..........................] - ETA: 744s - loss: 0.5301 - acc: 0.8371 70/367 [====>.........................] - ETA: 714s - loss: 0.5095 - acc: 0.8430 84/367 [=====>........................] - ETA: 678s - loss: 0.4900 - acc: 0.8502 98/367 [=======>......................] - ETA: 647s - loss: 0.4853 - acc: 0.8508112/367 [========>.....................] - ETA: 611s - loss: 0.4735 - acc: 0.8552126/367 [=========>....................] - ETA: 579s - loss: 0.4690 - acc: 0.8569140/367 [==========>...................] - ETA: 543s - loss: 0.4688 - acc: 0.8565154/367 [===========>..................] - ETA: 511s - loss: 0.4699 - acc: 0.8557168/367 [============>.................] - ETA: 477s - loss: 0.4701 - acc: 0.8552182/367 [=============>................] - ETA: 444s - loss: 0.4685 - acc: 0.8555196/367 [===============>..............] - ETA: 409s - loss: 0.4725 - acc: 0.8538210/367 [================>.............] - ETA: 377s - loss: 0.4769 - acc: 0.8523224/367 [=================>............] - ETA: 343s - loss: 0.4826 - acc: 0.8506238/367 [==================>...........] - ETA: 310s - loss: 0.4887 - acc: 0.8486252/367 [===================>..........] - ETA: 275s - loss: 0.4951 - acc: 0.8467266/367 [====================>.........] - ETA: 242s - loss: 0.4976 - acc: 0.8464280/367 [=====================>........] - ETA: 208s - loss: 0.5051 - acc: 0.8433294/367 [=======================>......] - ETA: 175s - loss: 0.5100 - acc: 0.8422308/367 [========================>.....] - ETA: 141s - loss: 0.5153 - acc: 0.8411322/367 [=========================>....] - ETA: 108s - loss: 0.5151 - acc: 0.8411336/367 [==========================>...] - ETA: 74s - loss: 0.5136 - acc: 0.8415 350/367 [===========================>..] - ETA: 40s - loss: 0.5153 - acc: 0.8407364/367 [============================>.] - ETA: 7s - loss: 0.5162 - acc: 0.8404 367/367 [==============================] - 893s - loss: 0.5161 - acc: 0.8405
Epoch 62/100
14/367 [>.............................] - ETA: 834s - loss: 0.7595 - acc: 0.7680 28/367 [=>............................] - ETA: 823s - loss: 0.7417 - acc: 0.7760 42/367 [==>...........................] - ETA: 776s - loss: 0.7640 - acc: 0.7671 56/367 [===>..........................] - ETA: 747s - loss: 0.7372 - acc: 0.7752 70/367 [====>.........................] - ETA: 709s - loss: 0.7227 - acc: 0.7779 84/367 [=====>........................] - ETA: 678s - loss: 0.7092 - acc: 0.7834 98/367 [=======>......................] - ETA: 641s - loss: 0.6925 - acc: 0.7879112/367 [========>.....................] - ETA: 610s - loss: 0.6722 - acc: 0.7941126/367 [=========>....................] - ETA: 575s - loss: 0.6510 - acc: 0.8008140/367 [==========>...................] - ETA: 542s - loss: 0.6301 - acc: 0.8073154/367 [===========>..................] - ETA: 508s - loss: 0.6188 - acc: 0.8103168/367 [============>.................] - ETA: 476s - loss: 0.6104 - acc: 0.8121182/367 [=============>................] - ETA: 442s - loss: 0.6013 - acc: 0.8145196/367 [===============>..............] - ETA: 409s - loss: 0.5924 - acc: 0.8172210/367 [================>.............] - ETA: 374s - loss: 0.5854 - acc: 0.8194224/367 [=================>............] - ETA: 341s - loss: 0.5802 - acc: 0.8214238/367 [==================>...........] - ETA: 308s - loss: 0.5730 - acc: 0.8239252/367 [===================>..........] - ETA: 275s - loss: 0.5655 - acc: 0.8258266/367 [====================>.........] - ETA: 241s - loss: 0.5588 - acc: 0.8281280/367 [=====================>........] - ETA: 208s - loss: 0.5536 - acc: 0.8297294/367 [=======================>......] - ETA: 174s - loss: 0.5490 - acc: 0.8312308/367 [========================>.....] - ETA: 141s - loss: 0.5452 - acc: 0.8325322/367 [=========================>....] - ETA: 107s - loss: 0.5410 - acc: 0.8340336/367 [==========================>...] - ETA: 74s - loss: 0.5384 - acc: 0.8348 350/367 [===========================>..] - ETA: 40s - loss: 0.5346 - acc: 0.8361364/367 [============================>.] - ETA: 7s - loss: 0.5348 - acc: 0.8360 367/367 [==============================] - 891s - loss: 0.5368 - acc: 0.8353
Epoch 63/100
14/367 [>.............................] - ETA: 827s - loss: 0.8798 - acc: 0.7243 28/367 [=>............................] - ETA: 810s - loss: 0.7511 - acc: 0.7622 42/367 [==>...........................] - ETA: 775s - loss: 0.6899 - acc: 0.7792 56/367 [===>..........................] - ETA: 748s - loss: 0.6321 - acc: 0.7997 70/367 [====>.........................] - ETA: 710s - loss: 0.6072 - acc: 0.8079 84/367 [=====>........................] - ETA: 680s - loss: 0.5925 - acc: 0.8127 98/367 [=======>......................] - ETA: 645s - loss: 0.5702 - acc: 0.8210112/367 [========>.....................] - ETA: 613s - loss: 0.5575 - acc: 0.8251126/367 [=========>....................] - ETA: 577s - loss: 0.5416 - acc: 0.8306140/367 [==========>...................] - ETA: 545s - loss: 0.5362 - acc: 0.8316154/367 [===========>..................] - ETA: 510s - loss: 0.5227 - acc: 0.8365168/367 [============>.................] - ETA: 478s - loss: 0.5183 - acc: 0.8376182/367 [=============>................] - ETA: 443s - loss: 0.5132 - acc: 0.8395196/367 [===============>..............] - ETA: 410s - loss: 0.5105 - acc: 0.8400210/367 [================>.............] - ETA: 376s - loss: 0.5076 - acc: 0.8411224/367 [=================>............] - ETA: 343s - loss: 0.5030 - acc: 0.8424238/367 [==================>...........] - ETA: 309s - loss: 0.4986 - acc: 0.8439252/367 [===================>..........] - ETA: 275s - loss: 0.4957 - acc: 0.8451266/367 [====================>.........] - ETA: 242s - loss: 0.4968 - acc: 0.8446280/367 [=====================>........] - ETA: 208s - loss: 0.4956 - acc: 0.8450294/367 [=======================>......] - ETA: 174s - loss: 0.4902 - acc: 0.8470308/367 [========================>.....] - ETA: 141s - loss: 0.4857 - acc: 0.8484322/367 [=========================>....] - ETA: 107s - loss: 0.4802 - acc: 0.8503336/367 [==========================>...] - ETA: 74s - loss: 0.4766 - acc: 0.8513 350/367 [===========================>..] - ETA: 40s - loss: 0.4757 - acc: 0.8518364/367 [============================>.] - ETA: 7s - loss: 0.4748 - acc: 0.8521 367/367 [==============================] - 893s - loss: 0.4747 - acc: 0.8521
Epoch 64/100
14/367 [>.............................] - ETA: 872s - loss: 0.5028 - acc: 0.8448 28/367 [=>............................] - ETA: 814s - loss: 0.4658 - acc: 0.8564 42/367 [==>...........................] - ETA: 787s - loss: 0.4518 - acc: 0.8621 56/367 [===>..........................] - ETA: 749s - loss: 0.4510 - acc: 0.8613 70/367 [====>.........................] - ETA: 718s - loss: 0.4510 - acc: 0.8621 84/367 [=====>........................] - ETA: 681s - loss: 0.4462 - acc: 0.8640 98/367 [=======>......................] - ETA: 649s - loss: 0.4476 - acc: 0.8630112/367 [========>.....................] - ETA: 614s - loss: 0.4453 - acc: 0.8633126/367 [=========>....................] - ETA: 581s - loss: 0.4438 - acc: 0.8630140/367 [==========>...................] - ETA: 545s - loss: 0.4413 - acc: 0.8641154/367 [===========>..................] - ETA: 512s - loss: 0.4358 - acc: 0.8657168/367 [============>.................] - ETA: 477s - loss: 0.4393 - acc: 0.8641182/367 [=============>................] - ETA: 445s - loss: 0.4408 - acc: 0.8637196/367 [===============>..............] - ETA: 410s - loss: 0.4420 - acc: 0.8635210/367 [================>.............] - ETA: 377s - loss: 0.4396 - acc: 0.8644224/367 [=================>............] - ETA: 343s - loss: 0.4387 - acc: 0.8648238/367 [==================>...........] - ETA: 309s - loss: 0.4396 - acc: 0.8645252/367 [===================>..........] - ETA: 275s - loss: 0.4439 - acc: 0.8629266/367 [====================>.........] - ETA: 242s - loss: 0.4457 - acc: 0.8621280/367 [=====================>........] - ETA: 208s - loss: 0.4443 - acc: 0.8626294/367 [=======================>......] - ETA: 175s - loss: 0.4439 - acc: 0.8630308/367 [========================>.....] - ETA: 141s - loss: 0.4420 - acc: 0.8636322/367 [=========================>....] - ETA: 107s - loss: 0.4396 - acc: 0.8644336/367 [==========================>...] - ETA: 74s - loss: 0.4384 - acc: 0.8649 350/367 [===========================>..] - ETA: 40s - loss: 0.4361 - acc: 0.8657364/367 [============================>.] - ETA: 7s - loss: 0.4405 - acc: 0.8641 367/367 [==============================] - 893s - loss: 0.4410 - acc: 0.8639
Epoch 65/100
14/367 [>.............................] - ETA: 816s - loss: 0.6143 - acc: 0.8169 28/367 [=>............................] - ETA: 807s - loss: 0.5647 - acc: 0.8316 42/367 [==>...........................] - ETA: 769s - loss: 0.5780 - acc: 0.8253 56/367 [===>..........................] - ETA: 740s - loss: 0.5647 - acc: 0.8292 70/367 [====>.........................] - ETA: 707s - loss: 0.5774 - acc: 0.8225 84/367 [=====>........................] - ETA: 677s - loss: 0.5748 - acc: 0.8209 98/367 [=======>......................] - ETA: 641s - loss: 0.5704 - acc: 0.8211112/367 [========>.....................] - ETA: 610s - loss: 0.5573 - acc: 0.8260126/367 [=========>....................] - ETA: 575s - loss: 0.5500 - acc: 0.8285140/367 [==========>...................] - ETA: 543s - loss: 0.5409 - acc: 0.8313154/367 [===========>..................] - ETA: 508s - loss: 0.5355 - acc: 0.8328168/367 [============>.................] - ETA: 476s - loss: 0.5223 - acc: 0.8373182/367 [=============>................] - ETA: 441s - loss: 0.5165 - acc: 0.8391196/367 [===============>..............] - ETA: 409s - loss: 0.5159 - acc: 0.8394210/367 [================>.............] - ETA: 374s - loss: 0.5132 - acc: 0.8404224/367 [=================>............] - ETA: 342s - loss: 0.5083 - acc: 0.8425238/367 [==================>...........] - ETA: 308s - loss: 0.5109 - acc: 0.8417252/367 [===================>..........] - ETA: 275s - loss: 0.5075 - acc: 0.8430266/367 [====================>.........] - ETA: 241s - loss: 0.5068 - acc: 0.8430280/367 [=====================>........] - ETA: 208s - loss: 0.5029 - acc: 0.8444294/367 [=======================>......] - ETA: 174s - loss: 0.4997 - acc: 0.8456308/367 [========================>.....] - ETA: 141s - loss: 0.4981 - acc: 0.8461322/367 [=========================>....] - ETA: 107s - loss: 0.4931 - acc: 0.8479336/367 [==========================>...] - ETA: 74s - loss: 0.4905 - acc: 0.8487 350/367 [===========================>..] - ETA: 40s - loss: 0.4852 - acc: 0.8504364/367 [============================>.] - ETA: 7s - loss: 0.4822 - acc: 0.8513 367/367 [==============================] - 892s - loss: 0.4819 - acc: 0.8514
Epoch 66/100
14/367 [>.............................] - ETA: 824s - loss: 0.4626 - acc: 0.8613 28/367 [=>............................] - ETA: 811s - loss: 0.4760 - acc: 0.8559 42/367 [==>...........................] - ETA: 765s - loss: 0.4601 - acc: 0.8589 56/367 [===>..........................] - ETA: 739s - loss: 0.4489 - acc: 0.8626 70/367 [====>.........................] - ETA: 703s - loss: 0.4421 - acc: 0.8638 84/367 [=====>........................] - ETA: 673s - loss: 0.4393 - acc: 0.8642 98/367 [=======>......................] - ETA: 639s - loss: 0.4446 - acc: 0.8621112/367 [========>.....................] - ETA: 608s - loss: 0.4659 - acc: 0.8549126/367 [=========>....................] - ETA: 574s - loss: 0.4880 - acc: 0.8483140/367 [==========>...................] - ETA: 542s - loss: 0.4857 - acc: 0.8500154/367 [===========>..................] - ETA: 508s - loss: 0.4859 - acc: 0.8496168/367 [============>.................] - ETA: 475s - loss: 0.4860 - acc: 0.8494182/367 [=============>................] - ETA: 440s - loss: 0.4834 - acc: 0.8501196/367 [===============>..............] - ETA: 408s - loss: 0.4795 - acc: 0.8514210/367 [================>.............] - ETA: 373s - loss: 0.4767 - acc: 0.8523224/367 [=================>............] - ETA: 341s - loss: 0.4761 - acc: 0.8523238/367 [==================>...........] - ETA: 307s - loss: 0.4768 - acc: 0.8520252/367 [===================>..........] - ETA: 274s - loss: 0.4763 - acc: 0.8521266/367 [====================>.........] - ETA: 240s - loss: 0.4717 - acc: 0.8540280/367 [=====================>........] - ETA: 207s - loss: 0.4715 - acc: 0.8542294/367 [=======================>......] - ETA: 174s - loss: 0.4720 - acc: 0.8538308/367 [========================>.....] - ETA: 141s - loss: 0.4729 - acc: 0.8531322/367 [=========================>....] - ETA: 107s - loss: 0.4712 - acc: 0.8537336/367 [==========================>...] - ETA: 74s - loss: 0.4673 - acc: 0.8550 350/367 [===========================>..] - ETA: 40s - loss: 0.4664 - acc: 0.8551364/367 [============================>.] - ETA: 7s - loss: 0.4656 - acc: 0.8554 367/367 [==============================] - 891s - loss: 0.4646 - acc: 0.8557
Epoch 67/100
14/367 [>.............................] - ETA: 863s - loss: 0.5588 - acc: 0.8292 28/367 [=>............................] - ETA: 808s - loss: 0.5393 - acc: 0.8337 42/367 [==>...........................] - ETA: 784s - loss: 0.5093 - acc: 0.8443 56/367 [===>..........................] - ETA: 748s - loss: 0.4798 - acc: 0.8531 70/367 [====>.........................] - ETA: 717s - loss: 0.4747 - acc: 0.8537 84/367 [=====>........................] - ETA: 682s - loss: 0.4630 - acc: 0.8580 98/367 [=======>......................] - ETA: 649s - loss: 0.4557 - acc: 0.8597112/367 [========>.....................] - ETA: 612s - loss: 0.4535 - acc: 0.8605126/367 [=========>....................] - ETA: 579s - loss: 0.4507 - acc: 0.8614140/367 [==========>...................] - ETA: 543s - loss: 0.4523 - acc: 0.8602154/367 [===========>..................] - ETA: 510s - loss: 0.4540 - acc: 0.8597168/367 [============>.................] - ETA: 475s - loss: 0.4523 - acc: 0.8603182/367 [=============>................] - ETA: 443s - loss: 0.4433 - acc: 0.8636196/367 [===============>..............] - ETA: 408s - loss: 0.4454 - acc: 0.8622210/367 [================>.............] - ETA: 375s - loss: 0.4483 - acc: 0.8616224/367 [=================>............] - ETA: 341s - loss: 0.4469 - acc: 0.8623238/367 [==================>...........] - ETA: 309s - loss: 0.4457 - acc: 0.8625252/367 [===================>..........] - ETA: 275s - loss: 0.4422 - acc: 0.8636266/367 [====================>.........] - ETA: 241s - loss: 0.4389 - acc: 0.8647280/367 [=====================>........] - ETA: 208s - loss: 0.4363 - acc: 0.8656294/367 [=======================>......] - ETA: 174s - loss: 0.4359 - acc: 0.8656308/367 [========================>.....] - ETA: 141s - loss: 0.4324 - acc: 0.8668322/367 [=========================>....] - ETA: 107s - loss: 0.4309 - acc: 0.8673336/367 [==========================>...] - ETA: 74s - loss: 0.4310 - acc: 0.8672 350/367 [===========================>..] - ETA: 40s - loss: 0.4282 - acc: 0.8681364/367 [============================>.] - ETA: 7s - loss: 0.4272 - acc: 0.8684 367/367 [==============================] - 892s - loss: 0.4265 - acc: 0.8686
Epoch 68/100
14/367 [>.............................] - ETA: 816s - loss: 0.5375 - acc: 0.8290 28/367 [=>............................] - ETA: 810s - loss: 0.5596 - acc: 0.8259 42/367 [==>...........................] - ETA: 771s - loss: 0.5346 - acc: 0.8342 56/367 [===>..........................] - ETA: 743s - loss: 0.5188 - acc: 0.8388 70/367 [====>.........................] - ETA: 704s - loss: 0.5042 - acc: 0.8431 84/367 [=====>........................] - ETA: 677s - loss: 0.4977 - acc: 0.8453 98/367 [=======>......................] - ETA: 643s - loss: 0.4849 - acc: 0.8499112/367 [========>.....................] - ETA: 612s - loss: 0.4737 - acc: 0.8531126/367 [=========>....................] - ETA: 577s - loss: 0.4679 - acc: 0.8554140/367 [==========>...................] - ETA: 546s - loss: 0.4626 - acc: 0.8569154/367 [===========>..................] - ETA: 511s - loss: 0.4627 - acc: 0.8571168/367 [============>.................] - ETA: 478s - loss: 0.4644 - acc: 0.8567182/367 [=============>................] - ETA: 444s - loss: 0.4608 - acc: 0.8585196/367 [===============>..............] - ETA: 411s - loss: 0.4598 - acc: 0.8587210/367 [================>.............] - ETA: 377s - loss: 0.4607 - acc: 0.8580224/367 [=================>............] - ETA: 344s - loss: 0.4612 - acc: 0.8579238/367 [==================>...........] - ETA: 310s - loss: 0.4547 - acc: 0.8601252/367 [===================>..........] - ETA: 276s - loss: 0.4553 - acc: 0.8598266/367 [====================>.........] - ETA: 242s - loss: 0.4520 - acc: 0.8609280/367 [=====================>........] - ETA: 209s - loss: 0.4565 - acc: 0.8591294/367 [=======================>......] - ETA: 175s - loss: 0.4618 - acc: 0.8575308/367 [========================>.....] - ETA: 142s - loss: 0.4672 - acc: 0.8559322/367 [=========================>....] - ETA: 108s - loss: 0.4707 - acc: 0.8550336/367 [==========================>...] - ETA: 74s - loss: 0.4725 - acc: 0.8544 350/367 [===========================>..] - ETA: 40s - loss: 0.4795 - acc: 0.8523364/367 [============================>.] - ETA: 7s - loss: 0.4878 - acc: 0.8498 367/367 [==============================] - 896s - loss: 0.4916 - acc: 0.8486
Epoch 69/100
14/367 [>.............................] - ETA: 867s - loss: 0.7609 - acc: 0.7736 28/367 [=>............................] - ETA: 811s - loss: 0.6328 - acc: 0.8095 42/367 [==>...........................] - ETA: 783s - loss: 0.5960 - acc: 0.8183 56/367 [===>..........................] - ETA: 742s - loss: 0.5763 - acc: 0.8224 70/367 [====>.........................] - ETA: 712s - loss: 0.5409 - acc: 0.8340 84/367 [=====>........................] - ETA: 680s - loss: 0.5147 - acc: 0.8420 98/367 [=======>......................] - ETA: 648s - loss: 0.5051 - acc: 0.8446112/367 [========>.....................] - ETA: 610s - loss: 0.4901 - acc: 0.8492126/367 [=========>....................] - ETA: 578s - loss: 0.4773 - acc: 0.8527140/367 [==========>...................] - ETA: 542s - loss: 0.4695 - acc: 0.8550154/367 [===========>..................] - ETA: 510s - loss: 0.4617 - acc: 0.8573168/367 [============>.................] - ETA: 475s - loss: 0.4579 - acc: 0.8585182/367 [=============>................] - ETA: 443s - loss: 0.4507 - acc: 0.8609196/367 [===============>..............] - ETA: 408s - loss: 0.4444 - acc: 0.8629210/367 [================>.............] - ETA: 375s - loss: 0.4421 - acc: 0.8634224/367 [=================>............] - ETA: 342s - loss: 0.4416 - acc: 0.8636238/367 [==================>...........] - ETA: 309s - loss: 0.4414 - acc: 0.8630252/367 [===================>..........] - ETA: 275s - loss: 0.4384 - acc: 0.8638266/367 [====================>.........] - ETA: 242s - loss: 0.4386 - acc: 0.8641280/367 [=====================>........] - ETA: 208s - loss: 0.4374 - acc: 0.8645294/367 [=======================>......] - ETA: 174s - loss: 0.4350 - acc: 0.8653308/367 [========================>.....] - ETA: 141s - loss: 0.4363 - acc: 0.8648322/367 [=========================>....] - ETA: 107s - loss: 0.4349 - acc: 0.8652336/367 [==========================>...] - ETA: 74s - loss: 0.4346 - acc: 0.8655 350/367 [===========================>..] - ETA: 40s - loss: 0.4331 - acc: 0.8660364/367 [============================>.] - ETA: 7s - loss: 0.4305 - acc: 0.8669 367/367 [==============================] - 891s - loss: 0.4300 - acc: 0.8671
Epoch 70/100
14/367 [>.............................] - ETA: 832s - loss: 0.3884 - acc: 0.8814 28/367 [=>............................] - ETA: 811s - loss: 0.3889 - acc: 0.8805 42/367 [==>...........................] - ETA: 774s - loss: 0.3868 - acc: 0.8819 56/367 [===>..........................] - ETA: 745s - loss: 0.3804 - acc: 0.8835 70/367 [====>.........................] - ETA: 707s - loss: 0.3851 - acc: 0.8815 84/367 [=====>........................] - ETA: 677s - loss: 0.3918 - acc: 0.8798 98/367 [=======>......................] - ETA: 641s - loss: 0.3983 - acc: 0.8776112/367 [========>.....................] - ETA: 610s - loss: 0.4022 - acc: 0.8759126/367 [=========>....................] - ETA: 576s - loss: 0.3965 - acc: 0.8779140/367 [==========>...................] - ETA: 544s - loss: 0.3988 - acc: 0.8770154/367 [===========>..................] - ETA: 508s - loss: 0.4023 - acc: 0.8762168/367 [============>.................] - ETA: 476s - loss: 0.4083 - acc: 0.8745182/367 [=============>................] - ETA: 441s - loss: 0.4118 - acc: 0.8731196/367 [===============>..............] - ETA: 409s - loss: 0.4087 - acc: 0.8743210/367 [================>.............] - ETA: 375s - loss: 0.4114 - acc: 0.8733224/367 [=================>............] - ETA: 342s - loss: 0.4100 - acc: 0.8737238/367 [==================>...........] - ETA: 308s - loss: 0.4077 - acc: 0.8744252/367 [===================>..........] - ETA: 275s - loss: 0.4051 - acc: 0.8754266/367 [====================>.........] - ETA: 241s - loss: 0.4019 - acc: 0.8764280/367 [=====================>........] - ETA: 208s - loss: 0.4021 - acc: 0.8762294/367 [=======================>......] - ETA: 174s - loss: 0.4029 - acc: 0.8759308/367 [========================>.....] - ETA: 141s - loss: 0.4068 - acc: 0.8746322/367 [=========================>....] - ETA: 107s - loss: 0.4067 - acc: 0.8746336/367 [==========================>...] - ETA: 74s - loss: 0.4074 - acc: 0.8744 350/367 [===========================>..] - ETA: 40s - loss: 0.4111 - acc: 0.8730364/367 [============================>.] - ETA: 7s - loss: 0.4141 - acc: 0.8725 367/367 [==============================] - 892s - loss: 0.4156 - acc: 0.8721
Epoch 71/100
14/367 [>.............................] - ETA: 830s - loss: 0.6466 - acc: 0.8027 28/367 [=>............................] - ETA: 813s - loss: 0.6190 - acc: 0.8099 42/367 [==>...........................] - ETA: 772s - loss: 0.6221 - acc: 0.8108 56/367 [===>..........................] - ETA: 746s - loss: 0.6363 - acc: 0.8109 70/367 [====>.........................] - ETA: 707s - loss: 0.6177 - acc: 0.8158 84/367 [=====>........................] - ETA: 676s - loss: 0.6046 - acc: 0.8187 98/367 [=======>......................] - ETA: 640s - loss: 0.6022 - acc: 0.8191112/367 [========>.....................] - ETA: 609s - loss: 0.6053 - acc: 0.8175126/367 [=========>....................] - ETA: 574s - loss: 0.5891 - acc: 0.8230140/367 [==========>...................] - ETA: 543s - loss: 0.5745 - acc: 0.8272154/367 [===========>..................] - ETA: 509s - loss: 0.5603 - acc: 0.8311168/367 [============>.................] - ETA: 477s - loss: 0.5463 - acc: 0.8352182/367 [=============>................] - ETA: 443s - loss: 0.5406 - acc: 0.8361196/367 [===============>..............] - ETA: 410s - loss: 0.5385 - acc: 0.8363210/367 [================>.............] - ETA: 376s - loss: 0.5372 - acc: 0.8364224/367 [=================>............] - ETA: 343s - loss: 0.5318 - acc: 0.8379238/367 [==================>...........] - ETA: 309s - loss: 0.5278 - acc: 0.8385252/367 [===================>..........] - ETA: 275s - loss: 0.5245 - acc: 0.8395266/367 [====================>.........] - ETA: 241s - loss: 0.5174 - acc: 0.8415280/367 [=====================>........] - ETA: 208s - loss: 0.5112 - acc: 0.8436294/367 [=======================>......] - ETA: 174s - loss: 0.5082 - acc: 0.8443308/367 [========================>.....] - ETA: 141s - loss: 0.5060 - acc: 0.8448322/367 [=========================>....] - ETA: 107s - loss: 0.5017 - acc: 0.8463336/367 [==========================>...] - ETA: 74s - loss: 0.4993 - acc: 0.8471 350/367 [===========================>..] - ETA: 40s - loss: 0.4953 - acc: 0.8483364/367 [============================>.] - ETA: 7s - loss: 0.4922 - acc: 0.8491 367/367 [==============================] - 893s - loss: 0.4913 - acc: 0.8495
Epoch 72/100
14/367 [>.............................] - ETA: 865s - loss: 0.5220 - acc: 0.8417 28/367 [=>............................] - ETA: 808s - loss: 0.5272 - acc: 0.8360 42/367 [==>...........................] - ETA: 784s - loss: 0.4842 - acc: 0.8493 56/367 [===>..........................] - ETA: 743s - loss: 0.4478 - acc: 0.8616 70/367 [====>.........................] - ETA: 713s - loss: 0.4305 - acc: 0.8675 84/367 [=====>........................] - ETA: 677s - loss: 0.4181 - acc: 0.8712 98/367 [=======>......................] - ETA: 646s - loss: 0.4139 - acc: 0.8729112/367 [========>.....................] - ETA: 610s - loss: 0.4032 - acc: 0.8763126/367 [=========>....................] - ETA: 578s - loss: 0.3995 - acc: 0.8778140/367 [==========>...................] - ETA: 543s - loss: 0.4061 - acc: 0.8748154/367 [===========>..................] - ETA: 511s - loss: 0.4084 - acc: 0.8743168/367 [============>.................] - ETA: 476s - loss: 0.4074 - acc: 0.8744182/367 [=============>................] - ETA: 444s - loss: 0.4040 - acc: 0.8752196/367 [===============>..............] - ETA: 409s - loss: 0.4038 - acc: 0.8753210/367 [================>.............] - ETA: 376s - loss: 0.4053 - acc: 0.8751224/367 [=================>............] - ETA: 342s - loss: 0.4061 - acc: 0.8745238/367 [==================>...........] - ETA: 309s - loss: 0.4061 - acc: 0.8749252/367 [===================>..........] - ETA: 275s - loss: 0.4055 - acc: 0.8751266/367 [====================>.........] - ETA: 242s - loss: 0.4020 - acc: 0.8762280/367 [=====================>........] - ETA: 208s - loss: 0.3966 - acc: 0.8782294/367 [=======================>......] - ETA: 175s - loss: 0.3929 - acc: 0.8794308/367 [========================>.....] - ETA: 141s - loss: 0.3925 - acc: 0.8794322/367 [=========================>....] - ETA: 108s - loss: 0.3927 - acc: 0.8793336/367 [==========================>...] - ETA: 74s - loss: 0.3930 - acc: 0.8790 350/367 [===========================>..] - ETA: 40s - loss: 0.3943 - acc: 0.8784364/367 [============================>.] - ETA: 7s - loss: 0.3944 - acc: 0.8783 367/367 [==============================] - 894s - loss: 0.3936 - acc: 0.8785
Epoch 73/100
14/367 [>.............................] - ETA: 826s - loss: 0.4681 - acc: 0.8526 28/367 [=>............................] - ETA: 806s - loss: 0.4552 - acc: 0.8598 42/367 [==>...........................] - ETA: 775s - loss: 0.4398 - acc: 0.8638 56/367 [===>..........................] - ETA: 748s - loss: 0.4288 - acc: 0.8670 70/367 [====>.........................] - ETA: 710s - loss: 0.4142 - acc: 0.8718 84/367 [=====>........................] - ETA: 680s - loss: 0.4163 - acc: 0.8704 98/367 [=======>......................] - ETA: 646s - loss: 0.4123 - acc: 0.8721112/367 [========>.....................] - ETA: 615s - loss: 0.4114 - acc: 0.8723126/367 [=========>....................] - ETA: 580s - loss: 0.4185 - acc: 0.8704140/367 [==========>...................] - ETA: 547s - loss: 0.4201 - acc: 0.8701154/367 [===========>..................] - ETA: 512s - loss: 0.4223 - acc: 0.8693168/367 [============>.................] - ETA: 479s - loss: 0.4244 - acc: 0.8686182/367 [=============>................] - ETA: 444s - loss: 0.4234 - acc: 0.8687196/367 [===============>..............] - ETA: 411s - loss: 0.4200 - acc: 0.8699210/367 [================>.............] - ETA: 376s - loss: 0.4179 - acc: 0.8706224/367 [=================>............] - ETA: 343s - loss: 0.4159 - acc: 0.8713238/367 [==================>...........] - ETA: 309s - loss: 0.4141 - acc: 0.8720252/367 [===================>..........] - ETA: 276s - loss: 0.4159 - acc: 0.8714266/367 [====================>.........] - ETA: 242s - loss: 0.4174 - acc: 0.8709280/367 [=====================>........] - ETA: 208s - loss: 0.4178 - acc: 0.8709294/367 [=======================>......] - ETA: 175s - loss: 0.4198 - acc: 0.8702308/367 [========================>.....] - ETA: 141s - loss: 0.4168 - acc: 0.8713322/367 [=========================>....] - ETA: 107s - loss: 0.4168 - acc: 0.8711336/367 [==========================>...] - ETA: 74s - loss: 0.4141 - acc: 0.8722 350/367 [===========================>..] - ETA: 40s - loss: 0.4132 - acc: 0.8722364/367 [============================>.] - ETA: 7s - loss: 0.4135 - acc: 0.8721 367/367 [==============================] - 893s - loss: 0.4145 - acc: 0.8720
Epoch 74/100
14/367 [>.............................] - ETA: 834s - loss: 0.8568 - acc: 0.7547 28/367 [=>............................] - ETA: 814s - loss: 0.8586 - acc: 0.7439 42/367 [==>...........................] - ETA: 771s - loss: 0.8827 - acc: 0.7329 56/367 [===>..........................] - ETA: 744s - loss: 0.8323 - acc: 0.7474 70/367 [====>.........................] - ETA: 707s - loss: 0.8131 - acc: 0.7545 84/367 [=====>........................] - ETA: 677s - loss: 0.7743 - acc: 0.7656 98/367 [=======>......................] - ETA: 640s - loss: 0.7302 - acc: 0.7790112/367 [========>.....................] - ETA: 609s - loss: 0.7018 - acc: 0.7870126/367 [=========>....................] - ETA: 575s - loss: 0.6810 - acc: 0.7933140/367 [==========>...................] - ETA: 543s - loss: 0.6564 - acc: 0.8006154/367 [===========>..................] - ETA: 508s - loss: 0.6404 - acc: 0.8049168/367 [============>.................] - ETA: 476s - loss: 0.6207 - acc: 0.8107182/367 [=============>................] - ETA: 441s - loss: 0.6024 - acc: 0.8168196/367 [===============>..............] - ETA: 409s - loss: 0.5836 - acc: 0.8224210/367 [================>.............] - ETA: 375s - loss: 0.5674 - acc: 0.8272224/367 [=================>............] - ETA: 342s - loss: 0.5588 - acc: 0.8298238/367 [==================>...........] - ETA: 308s - loss: 0.5480 - acc: 0.8330252/367 [===================>..........] - ETA: 274s - loss: 0.5399 - acc: 0.8353266/367 [====================>.........] - ETA: 241s - loss: 0.5345 - acc: 0.8369280/367 [=====================>........] - ETA: 207s - loss: 0.5287 - acc: 0.8385294/367 [=======================>......] - ETA: 174s - loss: 0.5193 - acc: 0.8413308/367 [========================>.....] - ETA: 141s - loss: 0.5139 - acc: 0.8427322/367 [=========================>....] - ETA: 107s - loss: 0.5087 - acc: 0.8443336/367 [==========================>...] - ETA: 74s - loss: 0.5063 - acc: 0.8450 350/367 [===========================>..] - ETA: 40s - loss: 0.5028 - acc: 0.8460364/367 [============================>.] - ETA: 7s - loss: 0.5009 - acc: 0.8462 367/367 [==============================] - 890s - loss: 0.5011 - acc: 0.8461
Epoch 75/100
14/367 [>.............................] - ETA: 826s - loss: 0.6242 - acc: 0.8096 28/367 [=>............................] - ETA: 819s - loss: 0.5715 - acc: 0.8245 42/367 [==>...........................] - ETA: 777s - loss: 0.5416 - acc: 0.8326 56/367 [===>..........................] - ETA: 750s - loss: 0.5120 - acc: 0.8405 70/367 [====>.........................] - ETA: 711s - loss: 0.4925 - acc: 0.8474 84/367 [=====>........................] - ETA: 681s - loss: 0.4790 - acc: 0.8520 98/367 [=======>......................] - ETA: 645s - loss: 0.4607 - acc: 0.8581112/367 [========>.....................] - ETA: 613s - loss: 0.4515 - acc: 0.8610126/367 [=========>....................] - ETA: 581s - loss: 0.4387 - acc: 0.8655140/367 [==========>...................] - ETA: 548s - loss: 0.4342 - acc: 0.8666154/367 [===========>..................] - ETA: 513s - loss: 0.4243 - acc: 0.8701168/367 [============>.................] - ETA: 480s - loss: 0.4181 - acc: 0.8720182/367 [=============>................] - ETA: 445s - loss: 0.4155 - acc: 0.8727196/367 [===============>..............] - ETA: 412s - loss: 0.4136 - acc: 0.8735210/367 [================>.............] - ETA: 377s - loss: 0.4130 - acc: 0.8736224/367 [=================>............] - ETA: 344s - loss: 0.4143 - acc: 0.8729238/367 [==================>...........] - ETA: 310s - loss: 0.4125 - acc: 0.8735252/367 [===================>..........] - ETA: 277s - loss: 0.4094 - acc: 0.8744266/367 [====================>.........] - ETA: 243s - loss: 0.4056 - acc: 0.8756280/367 [=====================>........] - ETA: 209s - loss: 0.4036 - acc: 0.8760294/367 [=======================>......] - ETA: 175s - loss: 0.3975 - acc: 0.8781308/367 [========================>.....] - ETA: 142s - loss: 0.3946 - acc: 0.8791322/367 [=========================>....] - ETA: 108s - loss: 0.3941 - acc: 0.8790336/367 [==========================>...] - ETA: 74s - loss: 0.3947 - acc: 0.8787 350/367 [===========================>..] - ETA: 40s - loss: 0.3926 - acc: 0.8793364/367 [============================>.] - ETA: 7s - loss: 0.3913 - acc: 0.8798 367/367 [==============================] - 897s - loss: 0.3914 - acc: 0.8798
Epoch 76/100
14/367 [>.............................] - ETA: 859s - loss: 0.5224 - acc: 0.8371 28/367 [=>............................] - ETA: 811s - loss: 0.5242 - acc: 0.8381 42/367 [==>...........................] - ETA: 783s - loss: 0.4652 - acc: 0.8571 56/367 [===>..........................] - ETA: 742s - loss: 0.4540 - acc: 0.8585 70/367 [====>.........................] - ETA: 713s - loss: 0.4409 - acc: 0.8621 84/367 [=====>........................] - ETA: 675s - loss: 0.4298 - acc: 0.8648 98/367 [=======>......................] - ETA: 645s - loss: 0.4267 - acc: 0.8658112/367 [========>.....................] - ETA: 611s - loss: 0.4230 - acc: 0.8671126/367 [=========>....................] - ETA: 579s - loss: 0.4144 - acc: 0.8706140/367 [==========>...................] - ETA: 544s - loss: 0.4063 - acc: 0.8735154/367 [===========>..................] - ETA: 512s - loss: 0.4022 - acc: 0.8748168/367 [============>.................] - ETA: 477s - loss: 0.3944 - acc: 0.8771182/367 [=============>................] - ETA: 444s - loss: 0.3892 - acc: 0.8787196/367 [===============>..............] - ETA: 410s - loss: 0.3893 - acc: 0.8786210/367 [================>.............] - ETA: 377s - loss: 0.3893 - acc: 0.8786224/367 [=================>............] - ETA: 343s - loss: 0.3873 - acc: 0.8795238/367 [==================>...........] - ETA: 309s - loss: 0.3888 - acc: 0.8790252/367 [===================>..........] - ETA: 275s - loss: 0.3899 - acc: 0.8788266/367 [====================>.........] - ETA: 242s - loss: 0.3878 - acc: 0.8799280/367 [=====================>........] - ETA: 208s - loss: 0.3864 - acc: 0.8803294/367 [=======================>......] - ETA: 175s - loss: 0.3847 - acc: 0.8809308/367 [========================>.....] - ETA: 141s - loss: 0.3858 - acc: 0.8806322/367 [=========================>....] - ETA: 107s - loss: 0.3832 - acc: 0.8814336/367 [==========================>...] - ETA: 74s - loss: 0.3838 - acc: 0.8811 350/367 [===========================>..] - ETA: 40s - loss: 0.3831 - acc: 0.8814364/367 [============================>.] - ETA: 7s - loss: 0.3822 - acc: 0.8817 367/367 [==============================] - 893s - loss: 0.3839 - acc: 0.8810
Epoch 77/100
14/367 [>.............................] - ETA: 828s - loss: 0.8240 - acc: 0.7618 28/367 [=>............................] - ETA: 814s - loss: 0.6632 - acc: 0.8043 42/367 [==>...........................] - ETA: 775s - loss: 0.6514 - acc: 0.8053 56/367 [===>..........................] - ETA: 745s - loss: 0.6428 - acc: 0.8033 70/367 [====>.........................] - ETA: 708s - loss: 0.6283 - acc: 0.8100 84/367 [=====>........................] - ETA: 678s - loss: 0.6031 - acc: 0.8170 98/367 [=======>......................] - ETA: 641s - loss: 0.5942 - acc: 0.8189112/367 [========>.....................] - ETA: 609s - loss: 0.5740 - acc: 0.8250126/367 [=========>....................] - ETA: 575s - loss: 0.5492 - acc: 0.8326140/367 [==========>...................] - ETA: 543s - loss: 0.5308 - acc: 0.8381154/367 [===========>..................] - ETA: 509s - loss: 0.5180 - acc: 0.8419168/367 [============>.................] - ETA: 476s - loss: 0.5099 - acc: 0.8438182/367 [=============>................] - ETA: 442s - loss: 0.4950 - acc: 0.8485196/367 [===============>..............] - ETA: 409s - loss: 0.4835 - acc: 0.8520210/367 [================>.............] - ETA: 375s - loss: 0.4741 - acc: 0.8548224/367 [=================>............] - ETA: 342s - loss: 0.4648 - acc: 0.8576238/367 [==================>...........] - ETA: 309s - loss: 0.4642 - acc: 0.8575252/367 [===================>..........] - ETA: 275s - loss: 0.4604 - acc: 0.8586266/367 [====================>.........] - ETA: 242s - loss: 0.4595 - acc: 0.8587280/367 [=====================>........] - ETA: 208s - loss: 0.4557 - acc: 0.8600294/367 [=======================>......] - ETA: 174s - loss: 0.4514 - acc: 0.8611308/367 [========================>.....] - ETA: 141s - loss: 0.4482 - acc: 0.8621322/367 [=========================>....] - ETA: 107s - loss: 0.4443 - acc: 0.8633336/367 [==========================>...] - ETA: 74s - loss: 0.4397 - acc: 0.8648 350/367 [===========================>..] - ETA: 40s - loss: 0.4350 - acc: 0.8664364/367 [============================>.] - ETA: 7s - loss: 0.4316 - acc: 0.8675 367/367 [==============================] - 893s - loss: 0.4336 - acc: 0.8666
Epoch 78/100
14/367 [>.............................] - ETA: 861s - loss: 0.9539 - acc: 0.7229 28/367 [=>............................] - ETA: 807s - loss: 0.8331 - acc: 0.7501 42/367 [==>...........................] - ETA: 783s - loss: 0.7204 - acc: 0.7824 56/367 [===>..........................] - ETA: 741s - loss: 0.6724 - acc: 0.7974 70/367 [====>.........................] - ETA: 713s - loss: 0.6340 - acc: 0.8087 84/367 [=====>........................] - ETA: 675s - loss: 0.5927 - acc: 0.8210 98/367 [=======>......................] - ETA: 644s - loss: 0.5629 - acc: 0.8297112/367 [========>.....................] - ETA: 608s - loss: 0.5411 - acc: 0.8358126/367 [=========>....................] - ETA: 576s - loss: 0.5209 - acc: 0.8418140/367 [==========>...................] - ETA: 540s - loss: 0.5040 - acc: 0.8466154/367 [===========>..................] - ETA: 508s - loss: 0.4928 - acc: 0.8502168/367 [============>.................] - ETA: 475s - loss: 0.4836 - acc: 0.8531182/367 [=============>................] - ETA: 442s - loss: 0.4740 - acc: 0.8560196/367 [===============>..............] - ETA: 408s - loss: 0.4669 - acc: 0.8581210/367 [================>.............] - ETA: 375s - loss: 0.4627 - acc: 0.8590224/367 [=================>............] - ETA: 341s - loss: 0.4563 - acc: 0.8609238/367 [==================>...........] - ETA: 308s - loss: 0.4485 - acc: 0.8634252/367 [===================>..........] - ETA: 274s - loss: 0.4420 - acc: 0.8652266/367 [====================>.........] - ETA: 241s - loss: 0.4369 - acc: 0.8666280/367 [=====================>........] - ETA: 207s - loss: 0.4328 - acc: 0.8679294/367 [=======================>......] - ETA: 174s - loss: 0.4270 - acc: 0.8697308/367 [========================>.....] - ETA: 140s - loss: 0.4231 - acc: 0.8709322/367 [=========================>....] - ETA: 107s - loss: 0.4192 - acc: 0.8722336/367 [==========================>...] - ETA: 74s - loss: 0.4165 - acc: 0.8728 350/367 [===========================>..] - ETA: 40s - loss: 0.4150 - acc: 0.8733364/367 [============================>.] - ETA: 7s - loss: 0.4155 - acc: 0.8733 367/367 [==============================] - 890s - loss: 0.4159 - acc: 0.8730
Epoch 79/100
14/367 [>.............................] - ETA: 833s - loss: 0.7319 - acc: 0.7653 28/367 [=>............................] - ETA: 818s - loss: 0.6713 - acc: 0.7945 42/367 [==>...........................] - ETA: 780s - loss: 0.6067 - acc: 0.8160 56/367 [===>..........................] - ETA: 754s - loss: 0.5736 - acc: 0.8274 70/367 [====>.........................] - ETA: 713s - loss: 0.5400 - acc: 0.8373 84/367 [=====>........................] - ETA: 681s - loss: 0.5178 - acc: 0.8437 98/367 [=======>......................] - ETA: 644s - loss: 0.5176 - acc: 0.8435112/367 [========>.....................] - ETA: 612s - loss: 0.5255 - acc: 0.8402126/367 [=========>....................] - ETA: 577s - loss: 0.5087 - acc: 0.8452140/367 [==========>...................] - ETA: 545s - loss: 0.4972 - acc: 0.8483154/367 [===========>..................] - ETA: 510s - loss: 0.4884 - acc: 0.8505168/367 [============>.................] - ETA: 478s - loss: 0.4863 - acc: 0.8506182/367 [=============>................] - ETA: 444s - loss: 0.4828 - acc: 0.8515196/367 [===============>..............] - ETA: 411s - loss: 0.4809 - acc: 0.8524210/367 [================>.............] - ETA: 376s - loss: 0.4777 - acc: 0.8532224/367 [=================>............] - ETA: 343s - loss: 0.4694 - acc: 0.8558238/367 [==================>...........] - ETA: 309s - loss: 0.4633 - acc: 0.8575252/367 [===================>..........] - ETA: 275s - loss: 0.4556 - acc: 0.8601266/367 [====================>.........] - ETA: 242s - loss: 0.4480 - acc: 0.8626280/367 [=====================>........] - ETA: 208s - loss: 0.4454 - acc: 0.8634294/367 [=======================>......] - ETA: 175s - loss: 0.4367 - acc: 0.8662308/367 [========================>.....] - ETA: 141s - loss: 0.4308 - acc: 0.8680322/367 [=========================>....] - ETA: 107s - loss: 0.4271 - acc: 0.8692336/367 [==========================>...] - ETA: 74s - loss: 0.4260 - acc: 0.8694 350/367 [===========================>..] - ETA: 40s - loss: 0.4241 - acc: 0.8700364/367 [============================>.] - ETA: 7s - loss: 0.4251 - acc: 0.8697 367/367 [==============================] - 892s - loss: 0.4262 - acc: 0.8694
Epoch 80/100
14/367 [>.............................] - ETA: 814s - loss: 0.6083 - acc: 0.8073 28/367 [=>............................] - ETA: 806s - loss: 0.5078 - acc: 0.8432 42/367 [==>...........................] - ETA: 766s - loss: 0.4629 - acc: 0.8559 56/367 [===>..........................] - ETA: 740s - loss: 0.4308 - acc: 0.8670 70/367 [====>.........................] - ETA: 703s - loss: 0.4200 - acc: 0.8709 84/367 [=====>........................] - ETA: 675s - loss: 0.4135 - acc: 0.8725 98/367 [=======>......................] - ETA: 639s - loss: 0.4155 - acc: 0.8716112/367 [========>.....................] - ETA: 609s - loss: 0.4070 - acc: 0.8740126/367 [=========>....................] - ETA: 574s - loss: 0.4024 - acc: 0.8760140/367 [==========>...................] - ETA: 542s - loss: 0.3994 - acc: 0.8768154/367 [===========>..................] - ETA: 508s - loss: 0.3937 - acc: 0.8788168/367 [============>.................] - ETA: 475s - loss: 0.3909 - acc: 0.8800182/367 [=============>................] - ETA: 440s - loss: 0.3863 - acc: 0.8813196/367 [===============>..............] - ETA: 408s - loss: 0.3824 - acc: 0.8825210/367 [================>.............] - ETA: 374s - loss: 0.3829 - acc: 0.8821224/367 [=================>............] - ETA: 341s - loss: 0.3813 - acc: 0.8824238/367 [==================>...........] - ETA: 307s - loss: 0.3803 - acc: 0.8827252/367 [===================>..........] - ETA: 274s - loss: 0.3783 - acc: 0.8837266/367 [====================>.........] - ETA: 241s - loss: 0.3766 - acc: 0.8841280/367 [=====================>........] - ETA: 207s - loss: 0.3740 - acc: 0.8850294/367 [=======================>......] - ETA: 174s - loss: 0.3746 - acc: 0.8846308/367 [========================>.....] - ETA: 141s - loss: 0.3728 - acc: 0.8853322/367 [=========================>....] - ETA: 107s - loss: 0.3730 - acc: 0.8851336/367 [==========================>...] - ETA: 74s - loss: 0.3728 - acc: 0.8853 350/367 [===========================>..] - ETA: 40s - loss: 0.3702 - acc: 0.8861364/367 [============================>.] - ETA: 7s - loss: 0.3675 - acc: 0.8870 367/367 [==============================] - 891s - loss: 0.3668 - acc: 0.8873
Epoch 81/100
14/367 [>.............................] - ETA: 869s - loss: 0.4404 - acc: 0.8672 28/367 [=>............................] - ETA: 817s - loss: 0.4351 - acc: 0.8678 42/367 [==>...........................] - ETA: 791s - loss: 0.4611 - acc: 0.8589 56/367 [===>..........................] - ETA: 749s - loss: 0.4702 - acc: 0.8559 70/367 [====>.........................] - ETA: 720s - loss: 0.4656 - acc: 0.8567 84/367 [=====>........................] - ETA: 680s - loss: 0.4509 - acc: 0.8616 98/367 [=======>......................] - ETA: 648s - loss: 0.4391 - acc: 0.8646112/367 [========>.....................] - ETA: 612s - loss: 0.4232 - acc: 0.8706126/367 [=========>....................] - ETA: 579s - loss: 0.4131 - acc: 0.8734140/367 [==========>...................] - ETA: 544s - loss: 0.4116 - acc: 0.8737154/367 [===========>..................] - ETA: 511s - loss: 0.4056 - acc: 0.8755168/367 [============>.................] - ETA: 476s - loss: 0.3958 - acc: 0.8785182/367 [=============>................] - ETA: 443s - loss: 0.3888 - acc: 0.8805196/367 [===============>..............] - ETA: 409s - loss: 0.3834 - acc: 0.8822210/367 [================>.............] - ETA: 376s - loss: 0.3826 - acc: 0.8825224/367 [=================>............] - ETA: 342s - loss: 0.3771 - acc: 0.8844238/367 [==================>...........] - ETA: 308s - loss: 0.3750 - acc: 0.8847252/367 [===================>..........] - ETA: 274s - loss: 0.3732 - acc: 0.8853266/367 [====================>.........] - ETA: 241s - loss: 0.3714 - acc: 0.8857280/367 [=====================>........] - ETA: 208s - loss: 0.3682 - acc: 0.8868294/367 [=======================>......] - ETA: 174s - loss: 0.3668 - acc: 0.8872308/367 [========================>.....] - ETA: 141s - loss: 0.3681 - acc: 0.8868322/367 [=========================>....] - ETA: 107s - loss: 0.3666 - acc: 0.8872336/367 [==========================>...] - ETA: 74s - loss: 0.3634 - acc: 0.8883 350/367 [===========================>..] - ETA: 40s - loss: 0.3628 - acc: 0.8883364/367 [============================>.] - ETA: 7s - loss: 0.3629 - acc: 0.8882 367/367 [==============================] - 891s - loss: 0.3634 - acc: 0.8881
Epoch 82/100
14/367 [>.............................] - ETA: 815s - loss: 0.6429 - acc: 0.8079 28/367 [=>............................] - ETA: 801s - loss: 0.6515 - acc: 0.8076 42/367 [==>...........................] - ETA: 763s - loss: 0.6976 - acc: 0.7929 56/367 [===>..........................] - ETA: 737s - loss: 0.7665 - acc: 0.7754 70/367 [====>.........................] - ETA: 702s - loss: 0.7785 - acc: 0.7719 84/367 [=====>........................] - ETA: 673s - loss: 0.7748 - acc: 0.7739 98/367 [=======>......................] - ETA: 637s - loss: 0.7740 - acc: 0.7761112/367 [========>.....................] - ETA: 607s - loss: 0.7381 - acc: 0.7865126/367 [=========>....................] - ETA: 571s - loss: 0.7020 - acc: 0.7967140/367 [==========>...................] - ETA: 540s - loss: 0.6670 - acc: 0.8061154/367 [===========>..................] - ETA: 506s - loss: 0.6366 - acc: 0.8144168/367 [============>.................] - ETA: 474s - loss: 0.6124 - acc: 0.8207182/367 [=============>................] - ETA: 440s - loss: 0.5923 - acc: 0.8264196/367 [===============>..............] - ETA: 407s - loss: 0.5743 - acc: 0.8316210/367 [================>.............] - ETA: 374s - loss: 0.5580 - acc: 0.8362224/367 [=================>............] - ETA: 341s - loss: 0.5432 - acc: 0.8403238/367 [==================>...........] - ETA: 307s - loss: 0.5338 - acc: 0.8426252/367 [===================>..........] - ETA: 274s - loss: 0.5229 - acc: 0.8456266/367 [====================>.........] - ETA: 241s - loss: 0.5120 - acc: 0.8487280/367 [=====================>........] - ETA: 208s - loss: 0.5047 - acc: 0.8505294/367 [=======================>......] - ETA: 174s - loss: 0.4976 - acc: 0.8524308/367 [========================>.....] - ETA: 141s - loss: 0.4928 - acc: 0.8536322/367 [=========================>....] - ETA: 107s - loss: 0.4849 - acc: 0.8560336/367 [==========================>...] - ETA: 74s - loss: 0.4834 - acc: 0.8561 350/367 [===========================>..] - ETA: 40s - loss: 0.4786 - acc: 0.8574364/367 [============================>.] - ETA: 7s - loss: 0.4750 - acc: 0.8583 367/367 [==============================] - 890s - loss: 0.4746 - acc: 0.8584
Epoch 83/100
14/367 [>.............................] - ETA: 862s - loss: 0.4869 - acc: 0.8549 28/367 [=>............................] - ETA: 806s - loss: 0.4135 - acc: 0.8751 42/367 [==>...........................] - ETA: 777s - loss: 0.3842 - acc: 0.8847 56/367 [===>..........................] - ETA: 742s - loss: 0.3763 - acc: 0.8854 70/367 [====>.........................] - ETA: 713s - loss: 0.3738 - acc: 0.8866 84/367 [=====>........................] - ETA: 675s - loss: 0.3660 - acc: 0.8888 98/367 [=======>......................] - ETA: 642s - loss: 0.3591 - acc: 0.8910112/367 [========>.....................] - ETA: 606s - loss: 0.3607 - acc: 0.8895126/367 [=========>....................] - ETA: 575s - loss: 0.3620 - acc: 0.8896140/367 [==========>...................] - ETA: 540s - loss: 0.3549 - acc: 0.8916154/367 [===========>..................] - ETA: 508s - loss: 0.3506 - acc: 0.8931168/367 [============>.................] - ETA: 474s - loss: 0.3471 - acc: 0.8939182/367 [=============>................] - ETA: 441s - loss: 0.3451 - acc: 0.8948196/367 [===============>..............] - ETA: 407s - loss: 0.3471 - acc: 0.8939210/367 [================>.............] - ETA: 374s - loss: 0.3464 - acc: 0.8942224/367 [=================>............] - ETA: 340s - loss: 0.3447 - acc: 0.8947238/367 [==================>...........] - ETA: 307s - loss: 0.3431 - acc: 0.8951252/367 [===================>..........] - ETA: 274s - loss: 0.3430 - acc: 0.8954266/367 [====================>.........] - ETA: 240s - loss: 0.3442 - acc: 0.8948280/367 [=====================>........] - ETA: 207s - loss: 0.3453 - acc: 0.8946294/367 [=======================>......] - ETA: 174s - loss: 0.3455 - acc: 0.8944308/367 [========================>.....] - ETA: 140s - loss: 0.3453 - acc: 0.8944322/367 [=========================>....] - ETA: 107s - loss: 0.3451 - acc: 0.8945336/367 [==========================>...] - ETA: 73s - loss: 0.3455 - acc: 0.8943 350/367 [===========================>..] - ETA: 40s - loss: 0.3442 - acc: 0.8948364/367 [============================>.] - ETA: 7s - loss: 0.3433 - acc: 0.8950 367/367 [==============================] - 887s - loss: 0.3430 - acc: 0.8952
Epoch 84/100
14/367 [>.............................] - ETA: 825s - loss: 0.5486 - acc: 0.8370 28/367 [=>............................] - ETA: 812s - loss: 0.5257 - acc: 0.8417 42/367 [==>...........................] - ETA: 768s - loss: 0.4620 - acc: 0.8597 56/367 [===>..........................] - ETA: 743s - loss: 0.4366 - acc: 0.8671 70/367 [====>.........................] - ETA: 706s - loss: 0.4139 - acc: 0.8739 84/367 [=====>........................] - ETA: 676s - loss: 0.4029 - acc: 0.8767 98/367 [=======>......................] - ETA: 640s - loss: 0.3961 - acc: 0.8786112/367 [========>.....................] - ETA: 608s - loss: 0.3852 - acc: 0.8823126/367 [=========>....................] - ETA: 573s - loss: 0.3851 - acc: 0.8819140/367 [==========>...................] - ETA: 541s - loss: 0.3820 - acc: 0.8829154/367 [===========>..................] - ETA: 507s - loss: 0.3748 - acc: 0.8852168/367 [============>.................] - ETA: 475s - loss: 0.3697 - acc: 0.8867182/367 [=============>................] - ETA: 441s - loss: 0.3698 - acc: 0.8862196/367 [===============>..............] - ETA: 409s - loss: 0.3688 - acc: 0.8866210/367 [================>.............] - ETA: 375s - loss: 0.3658 - acc: 0.8872224/367 [=================>............] - ETA: 342s - loss: 0.3670 - acc: 0.8865238/367 [==================>...........] - ETA: 308s - loss: 0.3645 - acc: 0.8873252/367 [===================>..........] - ETA: 275s - loss: 0.3631 - acc: 0.8879266/367 [====================>.........] - ETA: 241s - loss: 0.3602 - acc: 0.8887280/367 [=====================>........] - ETA: 208s - loss: 0.3580 - acc: 0.8894294/367 [=======================>......] - ETA: 174s - loss: 0.3562 - acc: 0.8900308/367 [========================>.....] - ETA: 141s - loss: 0.3576 - acc: 0.8896322/367 [=========================>....] - ETA: 107s - loss: 0.3573 - acc: 0.8897336/367 [==========================>...] - ETA: 74s - loss: 0.3569 - acc: 0.8898 350/367 [===========================>..] - ETA: 40s - loss: 0.3572 - acc: 0.8899364/367 [============================>.] - ETA: 7s - loss: 0.3566 - acc: 0.8901 367/367 [==============================] - 893s - loss: 0.3563 - acc: 0.8903
Epoch 85/100
14/367 [>.............................] - ETA: 818s - loss: 0.3748 - acc: 0.8849 28/367 [=>............................] - ETA: 803s - loss: 0.4234 - acc: 0.8670 42/367 [==>...........................] - ETA: 765s - loss: 0.4241 - acc: 0.8670 56/367 [===>..........................] - ETA: 739s - loss: 0.4027 - acc: 0.8743 70/367 [====>.........................] - ETA: 704s - loss: 0.3818 - acc: 0.8810 84/367 [=====>........................] - ETA: 675s - loss: 0.3645 - acc: 0.8869 98/367 [=======>......................] - ETA: 639s - loss: 0.3602 - acc: 0.8884112/367 [========>.....................] - ETA: 609s - loss: 0.3489 - acc: 0.8927126/367 [=========>....................] - ETA: 574s - loss: 0.3497 - acc: 0.8923140/367 [==========>...................] - ETA: 542s - loss: 0.3457 - acc: 0.8936154/367 [===========>..................] - ETA: 508s - loss: 0.3464 - acc: 0.8934168/367 [============>.................] - ETA: 476s - loss: 0.3454 - acc: 0.8938182/367 [=============>................] - ETA: 441s - loss: 0.3492 - acc: 0.8923196/367 [===============>..............] - ETA: 409s - loss: 0.3503 - acc: 0.8920210/367 [================>.............] - ETA: 375s - loss: 0.3521 - acc: 0.8914224/367 [=================>............] - ETA: 342s - loss: 0.3481 - acc: 0.8928238/367 [==================>...........] - ETA: 308s - loss: 0.3464 - acc: 0.8934252/367 [===================>..........] - ETA: 275s - loss: 0.3451 - acc: 0.8938266/367 [====================>.........] - ETA: 241s - loss: 0.3444 - acc: 0.8940280/367 [=====================>........] - ETA: 208s - loss: 0.3418 - acc: 0.8946294/367 [=======================>......] - ETA: 174s - loss: 0.3416 - acc: 0.8948308/367 [========================>.....] - ETA: 141s - loss: 0.3439 - acc: 0.8941322/367 [=========================>....] - ETA: 107s - loss: 0.3461 - acc: 0.8933336/367 [==========================>...] - ETA: 74s - loss: 0.3486 - acc: 0.8923 350/367 [===========================>..] - ETA: 40s - loss: 0.3497 - acc: 0.8920364/367 [============================>.] - ETA: 7s - loss: 0.3505 - acc: 0.8917 367/367 [==============================] - 890s - loss: 0.3511 - acc: 0.8915
Epoch 86/100
14/367 [>.............................] - ETA: 876s - loss: 0.7303 - acc: 0.7940 28/367 [=>............................] - ETA: 818s - loss: 0.7133 - acc: 0.7881 42/367 [==>...........................] - ETA: 787s - loss: 0.6577 - acc: 0.8035 56/367 [===>..........................] - ETA: 745s - loss: 0.6387 - acc: 0.8088 70/367 [====>.........................] - ETA: 714s - loss: 0.6194 - acc: 0.8131 84/367 [=====>........................] - ETA: 678s - loss: 0.6030 - acc: 0.8181 98/367 [=======>......................] - ETA: 646s - loss: 0.5782 - acc: 0.8253112/367 [========>.....................] - ETA: 610s - loss: 0.5562 - acc: 0.8313126/367 [=========>....................] - ETA: 578s - loss: 0.5351 - acc: 0.8374140/367 [==========>...................] - ETA: 543s - loss: 0.5108 - acc: 0.8450154/367 [===========>..................] - ETA: 510s - loss: 0.4968 - acc: 0.8491168/367 [============>.................] - ETA: 476s - loss: 0.4798 - acc: 0.8542182/367 [=============>................] - ETA: 443s - loss: 0.4674 - acc: 0.8577196/367 [===============>..............] - ETA: 409s - loss: 0.4539 - acc: 0.8619210/367 [================>.............] - ETA: 376s - loss: 0.4449 - acc: 0.8646224/367 [=================>............] - ETA: 342s - loss: 0.4338 - acc: 0.8681238/367 [==================>...........] - ETA: 309s - loss: 0.4225 - acc: 0.8716252/367 [===================>..........] - ETA: 275s - loss: 0.4154 - acc: 0.8738266/367 [====================>.........] - ETA: 242s - loss: 0.4124 - acc: 0.8745280/367 [=====================>........] - ETA: 208s - loss: 0.4098 - acc: 0.8754294/367 [=======================>......] - ETA: 175s - loss: 0.4095 - acc: 0.8754308/367 [========================>.....] - ETA: 141s - loss: 0.4067 - acc: 0.8763322/367 [=========================>....] - ETA: 108s - loss: 0.4045 - acc: 0.8769336/367 [==========================>...] - ETA: 74s - loss: 0.4007 - acc: 0.8780 350/367 [===========================>..] - ETA: 40s - loss: 0.3971 - acc: 0.8790364/367 [============================>.] - ETA: 7s - loss: 0.3935 - acc: 0.8803 367/367 [==============================] - 894s - loss: 0.3930 - acc: 0.8804
Epoch 87/100
14/367 [>.............................] - ETA: 828s - loss: 0.4048 - acc: 0.8765 28/367 [=>............................] - ETA: 814s - loss: 0.3993 - acc: 0.8768 42/367 [==>...........................] - ETA: 773s - loss: 0.4014 - acc: 0.8752 56/367 [===>..........................] - ETA: 746s - loss: 0.3811 - acc: 0.8826 70/367 [====>.........................] - ETA: 711s - loss: 0.3705 - acc: 0.8862 84/367 [=====>........................] - ETA: 679s - loss: 0.3594 - acc: 0.8900 98/367 [=======>......................] - ETA: 643s - loss: 0.3536 - acc: 0.8918112/367 [========>.....................] - ETA: 611s - loss: 0.3492 - acc: 0.8932126/367 [=========>....................] - ETA: 576s - loss: 0.3396 - acc: 0.8960140/367 [==========>...................] - ETA: 543s - loss: 0.3387 - acc: 0.8959154/367 [===========>..................] - ETA: 508s - loss: 0.3347 - acc: 0.8972168/367 [============>.................] - ETA: 476s - loss: 0.3288 - acc: 0.8992182/367 [=============>................] - ETA: 441s - loss: 0.3246 - acc: 0.9006196/367 [===============>..............] - ETA: 408s - loss: 0.3222 - acc: 0.9013210/367 [================>.............] - ETA: 375s - loss: 0.3216 - acc: 0.9013224/367 [=================>............] - ETA: 342s - loss: 0.3206 - acc: 0.9019238/367 [==================>...........] - ETA: 308s - loss: 0.3190 - acc: 0.9026252/367 [===================>..........] - ETA: 275s - loss: 0.3173 - acc: 0.9031266/367 [====================>.........] - ETA: 241s - loss: 0.3139 - acc: 0.9041280/367 [=====================>........] - ETA: 208s - loss: 0.3131 - acc: 0.9044294/367 [=======================>......] - ETA: 174s - loss: 0.3148 - acc: 0.9039308/367 [========================>.....] - ETA: 141s - loss: 0.3190 - acc: 0.9025322/367 [=========================>....] - ETA: 107s - loss: 0.3229 - acc: 0.9013336/367 [==========================>...] - ETA: 74s - loss: 0.3253 - acc: 0.9004 350/367 [===========================>..] - ETA: 40s - loss: 0.3273 - acc: 0.8995364/367 [============================>.] - ETA: 7s - loss: 0.3280 - acc: 0.8992 367/367 [==============================] - 893s - loss: 0.3297 - acc: 0.8987
Epoch 88/100
14/367 [>.............................] - ETA: 810s - loss: 0.7931 - acc: 0.7680 28/367 [=>............................] - ETA: 804s - loss: 0.8210 - acc: 0.7622 42/367 [==>...........................] - ETA: 773s - loss: 0.7219 - acc: 0.7871 56/367 [===>..........................] - ETA: 746s - loss: 0.6686 - acc: 0.8009 70/367 [====>.........................] - ETA: 712s - loss: 0.6634 - acc: 0.8014 84/367 [=====>........................] - ETA: 680s - loss: 0.6339 - acc: 0.8108 98/367 [=======>......................] - ETA: 644s - loss: 0.6120 - acc: 0.8167112/367 [========>.....................] - ETA: 614s - loss: 0.6136 - acc: 0.8145126/367 [=========>....................] - ETA: 579s - loss: 0.6110 - acc: 0.8147140/367 [==========>...................] - ETA: 547s - loss: 0.6112 - acc: 0.8136154/367 [===========>..................] - ETA: 511s - loss: 0.5972 - acc: 0.8179168/367 [============>.................] - ETA: 478s - loss: 0.5754 - acc: 0.8244182/367 [=============>................] - ETA: 443s - loss: 0.5581 - acc: 0.8297196/367 [===============>..............] - ETA: 410s - loss: 0.5418 - acc: 0.8347210/367 [================>.............] - ETA: 375s - loss: 0.5267 - acc: 0.8392224/367 [=================>............] - ETA: 342s - loss: 0.5110 - acc: 0.8442238/367 [==================>...........] - ETA: 308s - loss: 0.5037 - acc: 0.8460252/367 [===================>..........] - ETA: 275s - loss: 0.4948 - acc: 0.8489266/367 [====================>.........] - ETA: 241s - loss: 0.4865 - acc: 0.8514280/367 [=====================>........] - ETA: 208s - loss: 0.4771 - acc: 0.8545294/367 [=======================>......] - ETA: 174s - loss: 0.4715 - acc: 0.8560308/367 [========================>.....] - ETA: 141s - loss: 0.4644 - acc: 0.8582322/367 [=========================>....] - ETA: 107s - loss: 0.4602 - acc: 0.8594336/367 [==========================>...] - ETA: 74s - loss: 0.4546 - acc: 0.8610 350/367 [===========================>..] - ETA: 40s - loss: 0.4467 - acc: 0.8635364/367 [============================>.] - ETA: 7s - loss: 0.4408 - acc: 0.8653 367/367 [==============================] - 889s - loss: 0.4398 - acc: 0.8656
Epoch 89/100
14/367 [>.............................] - ETA: 866s - loss: 0.3362 - acc: 0.9013 28/367 [=>............................] - ETA: 810s - loss: 0.3122 - acc: 0.9063 42/367 [==>...........................] - ETA: 783s - loss: 0.3060 - acc: 0.9072 56/367 [===>..........................] - ETA: 742s - loss: 0.2928 - acc: 0.9119 70/367 [====>.........................] - ETA: 711s - loss: 0.2838 - acc: 0.9143 84/367 [=====>........................] - ETA: 677s - loss: 0.2850 - acc: 0.9140 98/367 [=======>......................] - ETA: 645s - loss: 0.2828 - acc: 0.9141112/367 [========>.....................] - ETA: 610s - loss: 0.2924 - acc: 0.9109126/367 [=========>....................] - ETA: 578s - loss: 0.2935 - acc: 0.9105140/367 [==========>...................] - ETA: 543s - loss: 0.2955 - acc: 0.9097154/367 [===========>..................] - ETA: 511s - loss: 0.2971 - acc: 0.9093168/367 [============>.................] - ETA: 476s - loss: 0.3003 - acc: 0.9083182/367 [=============>................] - ETA: 443s - loss: 0.3031 - acc: 0.9074196/367 [===============>..............] - ETA: 409s - loss: 0.3029 - acc: 0.9075210/367 [================>.............] - ETA: 376s - loss: 0.3009 - acc: 0.9081224/367 [=================>............] - ETA: 342s - loss: 0.2997 - acc: 0.9086238/367 [==================>...........] - ETA: 309s - loss: 0.3020 - acc: 0.9077252/367 [===================>..........] - ETA: 276s - loss: 0.3039 - acc: 0.9071266/367 [====================>.........] - ETA: 243s - loss: 0.3102 - acc: 0.9051280/367 [=====================>........] - ETA: 208s - loss: 0.3134 - acc: 0.9042294/367 [=======================>......] - ETA: 175s - loss: 0.3147 - acc: 0.9036308/367 [========================>.....] - ETA: 141s - loss: 0.3158 - acc: 0.9034322/367 [=========================>....] - ETA: 108s - loss: 0.3165 - acc: 0.9031336/367 [==========================>...] - ETA: 74s - loss: 0.3173 - acc: 0.9026 350/367 [===========================>..] - ETA: 40s - loss: 0.3187 - acc: 0.9022364/367 [============================>.] - ETA: 7s - loss: 0.3190 - acc: 0.9022 367/367 [==============================] - 896s - loss: 0.3187 - acc: 0.9023
Epoch 90/100
14/367 [>.............................] - ETA: 821s - loss: 0.3400 - acc: 0.8970 28/367 [=>............................] - ETA: 809s - loss: 0.3238 - acc: 0.9011 42/367 [==>...........................] - ETA: 773s - loss: 0.3285 - acc: 0.9001 56/367 [===>..........................] - ETA: 746s - loss: 0.3429 - acc: 0.8950 70/367 [====>.........................] - ETA: 710s - loss: 0.3375 - acc: 0.8966 84/367 [=====>........................] - ETA: 679s - loss: 0.3410 - acc: 0.8949 98/367 [=======>......................] - ETA: 642s - loss: 0.3454 - acc: 0.8937112/367 [========>.....................] - ETA: 612s - loss: 0.3433 - acc: 0.8942126/367 [=========>....................] - ETA: 576s - loss: 0.3372 - acc: 0.8959140/367 [==========>...................] - ETA: 544s - loss: 0.3357 - acc: 0.8961154/367 [===========>..................] - ETA: 509s - loss: 0.3366 - acc: 0.8957168/367 [============>.................] - ETA: 477s - loss: 0.3340 - acc: 0.8966182/367 [=============>................] - ETA: 442s - loss: 0.3333 - acc: 0.8969196/367 [===============>..............] - ETA: 409s - loss: 0.3358 - acc: 0.8958210/367 [================>.............] - ETA: 375s - loss: 0.3374 - acc: 0.8955224/367 [=================>............] - ETA: 342s - loss: 0.3339 - acc: 0.8967238/367 [==================>...........] - ETA: 308s - loss: 0.3347 - acc: 0.8964252/367 [===================>..........] - ETA: 275s - loss: 0.3303 - acc: 0.8979266/367 [====================>.........] - ETA: 241s - loss: 0.3291 - acc: 0.8982280/367 [=====================>........] - ETA: 208s - loss: 0.3286 - acc: 0.8985294/367 [=======================>......] - ETA: 174s - loss: 0.3290 - acc: 0.8983308/367 [========================>.....] - ETA: 141s - loss: 0.3293 - acc: 0.8982322/367 [=========================>....] - ETA: 107s - loss: 0.3281 - acc: 0.8986336/367 [==========================>...] - ETA: 74s - loss: 0.3282 - acc: 0.8986 350/367 [===========================>..] - ETA: 40s - loss: 0.3307 - acc: 0.8977364/367 [============================>.] - ETA: 7s - loss: 0.3359 - acc: 0.8960 367/367 [==============================] - 894s - loss: 0.3362 - acc: 0.8960
Epoch 91/100
14/367 [>.............................] - ETA: 834s - loss: 0.6593 - acc: 0.8032 28/367 [=>............................] - ETA: 821s - loss: 0.5713 - acc: 0.8272 42/367 [==>...........................] - ETA: 780s - loss: 0.5375 - acc: 0.8345 56/367 [===>..........................] - ETA: 749s - loss: 0.5151 - acc: 0.8403 70/367 [====>.........................] - ETA: 710s - loss: 0.4931 - acc: 0.8473 84/367 [=====>........................] - ETA: 678s - loss: 0.4725 - acc: 0.8533 98/367 [=======>......................] - ETA: 641s - loss: 0.4543 - acc: 0.8589112/367 [========>.....................] - ETA: 610s - loss: 0.4399 - acc: 0.8637126/367 [=========>....................] - ETA: 576s - loss: 0.4265 - acc: 0.8680140/367 [==========>...................] - ETA: 543s - loss: 0.4120 - acc: 0.8733154/367 [===========>..................] - ETA: 509s - loss: 0.3996 - acc: 0.8769168/367 [============>.................] - ETA: 477s - loss: 0.3910 - acc: 0.8796182/367 [=============>................] - ETA: 442s - loss: 0.3892 - acc: 0.8802196/367 [===============>..............] - ETA: 409s - loss: 0.3829 - acc: 0.8824210/367 [================>.............] - ETA: 375s - loss: 0.3781 - acc: 0.8837224/367 [=================>............] - ETA: 342s - loss: 0.3756 - acc: 0.8844238/367 [==================>...........] - ETA: 308s - loss: 0.3738 - acc: 0.8847252/367 [===================>..........] - ETA: 275s - loss: 0.3720 - acc: 0.8852266/367 [====================>.........] - ETA: 241s - loss: 0.3707 - acc: 0.8856280/367 [=====================>........] - ETA: 208s - loss: 0.3696 - acc: 0.8858294/367 [=======================>......] - ETA: 174s - loss: 0.3678 - acc: 0.8863308/367 [========================>.....] - ETA: 141s - loss: 0.3637 - acc: 0.8877322/367 [=========================>....] - ETA: 107s - loss: 0.3586 - acc: 0.8894336/367 [==========================>...] - ETA: 74s - loss: 0.3559 - acc: 0.8902 350/367 [===========================>..] - ETA: 40s - loss: 0.3527 - acc: 0.8912364/367 [============================>.] - ETA: 7s - loss: 0.3500 - acc: 0.8921 367/367 [==============================] - 892s - loss: 0.3499 - acc: 0.8921
Epoch 92/100
14/367 [>.............................] - ETA: 833s - loss: 0.3587 - acc: 0.8860 28/367 [=>............................] - ETA: 816s - loss: 0.3399 - acc: 0.8937 42/367 [==>...........................] - ETA: 774s - loss: 0.3294 - acc: 0.8975 56/367 [===>..........................] - ETA: 741s - loss: 0.3196 - acc: 0.9010 70/367 [====>.........................] - ETA: 704s - loss: 0.3157 - acc: 0.9021 84/367 [=====>........................] - ETA: 675s - loss: 0.3143 - acc: 0.9030 98/367 [=======>......................] - ETA: 640s - loss: 0.3146 - acc: 0.9028112/367 [========>.....................] - ETA: 608s - loss: 0.3167 - acc: 0.9022126/367 [=========>....................] - ETA: 574s - loss: 0.3176 - acc: 0.9018140/367 [==========>...................] - ETA: 542s - loss: 0.3165 - acc: 0.9024154/367 [===========>..................] - ETA: 508s - loss: 0.3170 - acc: 0.9020168/367 [============>.................] - ETA: 475s - loss: 0.3213 - acc: 0.9005182/367 [=============>................] - ETA: 441s - loss: 0.3229 - acc: 0.9000196/367 [===============>..............] - ETA: 409s - loss: 0.3233 - acc: 0.8998210/367 [================>.............] - ETA: 374s - loss: 0.3206 - acc: 0.9010224/367 [=================>............] - ETA: 342s - loss: 0.3196 - acc: 0.9011238/367 [==================>...........] - ETA: 308s - loss: 0.3191 - acc: 0.9012252/367 [===================>..........] - ETA: 275s - loss: 0.3207 - acc: 0.9008266/367 [====================>.........] - ETA: 241s - loss: 0.3195 - acc: 0.9012280/367 [=====================>........] - ETA: 208s - loss: 0.3168 - acc: 0.9021294/367 [=======================>......] - ETA: 174s - loss: 0.3190 - acc: 0.9013308/367 [========================>.....] - ETA: 141s - loss: 0.3197 - acc: 0.9012322/367 [=========================>....] - ETA: 107s - loss: 0.3209 - acc: 0.9007336/367 [==========================>...] - ETA: 74s - loss: 0.3201 - acc: 0.9011 350/367 [===========================>..] - ETA: 40s - loss: 0.3217 - acc: 0.9005364/367 [============================>.] - ETA: 7s - loss: 0.3231 - acc: 0.9001 367/367 [==============================] - 892s - loss: 0.3244 - acc: 0.8998
Epoch 93/100
14/367 [>.............................] - ETA: 865s - loss: 0.4038 - acc: 0.8772 28/367 [=>............................] - ETA: 810s - loss: 0.3813 - acc: 0.8822 42/367 [==>...........................] - ETA: 782s - loss: 0.3609 - acc: 0.8888 56/367 [===>..........................] - ETA: 746s - loss: 0.3513 - acc: 0.8911 70/367 [====>.........................] - ETA: 716s - loss: 0.3447 - acc: 0.8933 84/367 [=====>........................] - ETA: 678s - loss: 0.3505 - acc: 0.8909 98/367 [=======>......................] - ETA: 647s - loss: 0.3541 - acc: 0.8897112/367 [========>.....................] - ETA: 612s - loss: 0.3538 - acc: 0.8897126/367 [=========>....................] - ETA: 580s - loss: 0.3444 - acc: 0.8927140/367 [==========>...................] - ETA: 545s - loss: 0.3399 - acc: 0.8939154/367 [===========>..................] - ETA: 512s - loss: 0.3392 - acc: 0.8944168/367 [============>.................] - ETA: 476s - loss: 0.3359 - acc: 0.8956182/367 [=============>................] - ETA: 443s - loss: 0.3335 - acc: 0.8965196/367 [===============>..............] - ETA: 410s - loss: 0.3333 - acc: 0.8963210/367 [================>.............] - ETA: 377s - loss: 0.3338 - acc: 0.8962224/367 [=================>............] - ETA: 342s - loss: 0.3309 - acc: 0.8974238/367 [==================>...........] - ETA: 309s - loss: 0.3282 - acc: 0.8981252/367 [===================>..........] - ETA: 275s - loss: 0.3248 - acc: 0.8995266/367 [====================>.........] - ETA: 242s - loss: 0.3229 - acc: 0.9000280/367 [=====================>........] - ETA: 208s - loss: 0.3203 - acc: 0.9009294/367 [=======================>......] - ETA: 175s - loss: 0.3201 - acc: 0.9011308/367 [========================>.....] - ETA: 141s - loss: 0.3191 - acc: 0.9014322/367 [=========================>....] - ETA: 108s - loss: 0.3177 - acc: 0.9018336/367 [==========================>...] - ETA: 74s - loss: 0.3160 - acc: 0.9024 350/367 [===========================>..] - ETA: 40s - loss: 0.3138 - acc: 0.9030364/367 [============================>.] - ETA: 7s - loss: 0.3127 - acc: 0.9034 367/367 [==============================] - 893s - loss: 0.3125 - acc: 0.9034
Epoch 94/100
14/367 [>.............................] - ETA: 815s - loss: 0.3388 - acc: 0.8950 28/367 [=>............................] - ETA: 803s - loss: 0.3661 - acc: 0.8862 42/367 [==>...........................] - ETA: 767s - loss: 0.3823 - acc: 0.8793 56/367 [===>..........................] - ETA: 742s - loss: 0.3687 - acc: 0.8844 70/367 [====>.........................] - ETA: 704s - loss: 0.3589 - acc: 0.8881 84/367 [=====>........................] - ETA: 674s - loss: 0.3528 - acc: 0.8897 98/367 [=======>......................] - ETA: 637s - loss: 0.3451 - acc: 0.8922112/367 [========>.....................] - ETA: 606s - loss: 0.3415 - acc: 0.8932126/367 [=========>....................] - ETA: 571s - loss: 0.3449 - acc: 0.8923140/367 [==========>...................] - ETA: 539s - loss: 0.3534 - acc: 0.8897154/367 [===========>..................] - ETA: 505s - loss: 0.3588 - acc: 0.8880168/367 [============>.................] - ETA: 473s - loss: 0.3593 - acc: 0.8880182/367 [=============>................] - ETA: 440s - loss: 0.3608 - acc: 0.8875196/367 [===============>..............] - ETA: 407s - loss: 0.3605 - acc: 0.8876210/367 [================>.............] - ETA: 373s - loss: 0.3598 - acc: 0.8878224/367 [=================>............] - ETA: 341s - loss: 0.3596 - acc: 0.8881238/367 [==================>...........] - ETA: 307s - loss: 0.3587 - acc: 0.8885252/367 [===================>..........] - ETA: 274s - loss: 0.3554 - acc: 0.8896266/367 [====================>.........] - ETA: 240s - loss: 0.3552 - acc: 0.8895280/367 [=====================>........] - ETA: 207s - loss: 0.3521 - acc: 0.8906294/367 [=======================>......] - ETA: 174s - loss: 0.3488 - acc: 0.8917308/367 [========================>.....] - ETA: 140s - loss: 0.3438 - acc: 0.8933322/367 [=========================>....] - ETA: 107s - loss: 0.3415 - acc: 0.8940336/367 [==========================>...] - ETA: 74s - loss: 0.3373 - acc: 0.8954 350/367 [===========================>..] - ETA: 40s - loss: 0.3338 - acc: 0.8965364/367 [============================>.] - ETA: 7s - loss: 0.3318 - acc: 0.8970 367/367 [==============================] - 889s - loss: 0.3320 - acc: 0.8970
Epoch 95/100
14/367 [>.............................] - ETA: 818s - loss: 0.4941 - acc: 0.8493 28/367 [=>............................] - ETA: 807s - loss: 0.5327 - acc: 0.8371 42/367 [==>...........................] - ETA: 771s - loss: 0.5119 - acc: 0.8424 56/367 [===>..........................] - ETA: 742s - loss: 0.5032 - acc: 0.8439 70/367 [====>.........................] - ETA: 705s - loss: 0.4795 - acc: 0.8512 84/367 [=====>........................] - ETA: 675s - loss: 0.4715 - acc: 0.8528 98/367 [=======>......................] - ETA: 639s - loss: 0.4500 - acc: 0.8603112/367 [========>.....................] - ETA: 610s - loss: 0.4264 - acc: 0.8677126/367 [=========>....................] - ETA: 576s - loss: 0.4121 - acc: 0.8719140/367 [==========>...................] - ETA: 544s - loss: 0.4011 - acc: 0.8752154/367 [===========>..................] - ETA: 509s - loss: 0.3920 - acc: 0.8782168/367 [============>.................] - ETA: 477s - loss: 0.3841 - acc: 0.8803182/367 [=============>................] - ETA: 443s - loss: 0.3782 - acc: 0.8823196/367 [===============>..............] - ETA: 410s - loss: 0.3755 - acc: 0.8832210/367 [================>.............] - ETA: 375s - loss: 0.3724 - acc: 0.8845224/367 [=================>............] - ETA: 342s - loss: 0.3680 - acc: 0.8857238/367 [==================>...........] - ETA: 308s - loss: 0.3604 - acc: 0.8883252/367 [===================>..........] - ETA: 275s - loss: 0.3580 - acc: 0.8890266/367 [====================>.........] - ETA: 241s - loss: 0.3575 - acc: 0.8892280/367 [=====================>........] - ETA: 208s - loss: 0.3575 - acc: 0.8891294/367 [=======================>......] - ETA: 174s - loss: 0.3548 - acc: 0.8901308/367 [========================>.....] - ETA: 141s - loss: 0.3523 - acc: 0.8909322/367 [=========================>....] - ETA: 107s - loss: 0.3497 - acc: 0.8918336/367 [==========================>...] - ETA: 74s - loss: 0.3479 - acc: 0.8924 350/367 [===========================>..] - ETA: 40s - loss: 0.3466 - acc: 0.8928364/367 [============================>.] - ETA: 7s - loss: 0.3439 - acc: 0.8937 367/367 [==============================] - 891s - loss: 0.3448 - acc: 0.8933
Epoch 96/100
14/367 [>.............................] - ETA: 837s - loss: 0.5137 - acc: 0.8393 28/367 [=>............................] - ETA: 814s - loss: 0.5604 - acc: 0.8256 42/367 [==>...........................] - ETA: 776s - loss: 0.5741 - acc: 0.8259 56/367 [===>..........................] - ETA: 746s - loss: 0.5749 - acc: 0.8263 70/367 [====>.........................] - ETA: 709s - loss: 0.6048 - acc: 0.8192 84/367 [=====>........................] - ETA: 678s - loss: 0.6581 - acc: 0.8054 98/367 [=======>......................] - ETA: 643s - loss: 0.6725 - acc: 0.8017112/367 [========>.....................] - ETA: 611s - loss: 0.6986 - acc: 0.7961126/367 [=========>....................] - ETA: 577s - loss: 0.7280 - acc: 0.7869140/367 [==========>...................] - ETA: 545s - loss: 0.7293 - acc: 0.7859154/367 [===========>..................] - ETA: 509s - loss: 0.7196 - acc: 0.7873168/367 [============>.................] - ETA: 477s - loss: 0.7042 - acc: 0.7914182/367 [=============>................] - ETA: 442s - loss: 0.6814 - acc: 0.7975196/367 [===============>..............] - ETA: 409s - loss: 0.6613 - acc: 0.8033210/367 [================>.............] - ETA: 375s - loss: 0.6417 - acc: 0.8085224/367 [=================>............] - ETA: 342s - loss: 0.6269 - acc: 0.8125238/367 [==================>...........] - ETA: 308s - loss: 0.6099 - acc: 0.8174252/367 [===================>..........] - ETA: 275s - loss: 0.5945 - acc: 0.8219266/367 [====================>.........] - ETA: 241s - loss: 0.5823 - acc: 0.8254280/367 [=====================>........] - ETA: 208s - loss: 0.5686 - acc: 0.8294294/367 [=======================>......] - ETA: 174s - loss: 0.5566 - acc: 0.8329308/367 [========================>.....] - ETA: 141s - loss: 0.5437 - acc: 0.8368322/367 [=========================>....] - ETA: 107s - loss: 0.5337 - acc: 0.8396336/367 [==========================>...] - ETA: 74s - loss: 0.5242 - acc: 0.8424 350/367 [===========================>..] - ETA: 40s - loss: 0.5137 - acc: 0.8456364/367 [============================>.] - ETA: 7s - loss: 0.5059 - acc: 0.8480 367/367 [==============================] - 891s - loss: 0.5050 - acc: 0.8481
Epoch 97/100
14/367 [>.............................] - ETA: 867s - loss: 0.4525 - acc: 0.8617 28/367 [=>............................] - ETA: 815s - loss: 0.4245 - acc: 0.8677 42/367 [==>...........................] - ETA: 786s - loss: 0.3899 - acc: 0.8786 56/367 [===>..........................] - ETA: 745s - loss: 0.3716 - acc: 0.8844 70/367 [====>.........................] - ETA: 714s - loss: 0.3543 - acc: 0.8903 84/367 [=====>........................] - ETA: 677s - loss: 0.3330 - acc: 0.8975 98/367 [=======>......................] - ETA: 645s - loss: 0.3275 - acc: 0.8988112/367 [========>.....................] - ETA: 610s - loss: 0.3215 - acc: 0.9010126/367 [=========>....................] - ETA: 578s - loss: 0.3189 - acc: 0.9018140/367 [==========>...................] - ETA: 543s - loss: 0.3186 - acc: 0.9019154/367 [===========>..................] - ETA: 511s - loss: 0.3129 - acc: 0.9039168/367 [============>.................] - ETA: 476s - loss: 0.3133 - acc: 0.9035182/367 [=============>................] - ETA: 443s - loss: 0.3109 - acc: 0.9043196/367 [===============>..............] - ETA: 409s - loss: 0.3081 - acc: 0.9053210/367 [================>.............] - ETA: 376s - loss: 0.3069 - acc: 0.9058224/367 [=================>............] - ETA: 342s - loss: 0.3054 - acc: 0.9061238/367 [==================>...........] - ETA: 309s - loss: 0.3053 - acc: 0.9061252/367 [===================>..........] - ETA: 275s - loss: 0.3060 - acc: 0.9058266/367 [====================>.........] - ETA: 241s - loss: 0.3037 - acc: 0.9068280/367 [=====================>........] - ETA: 208s - loss: 0.3044 - acc: 0.9065294/367 [=======================>......] - ETA: 174s - loss: 0.3039 - acc: 0.9068308/367 [========================>.....] - ETA: 141s - loss: 0.3014 - acc: 0.9076322/367 [=========================>....] - ETA: 107s - loss: 0.2993 - acc: 0.9083336/367 [==========================>...] - ETA: 74s - loss: 0.2971 - acc: 0.9089 350/367 [===========================>..] - ETA: 40s - loss: 0.2966 - acc: 0.9090364/367 [============================>.] - ETA: 7s - loss: 0.2965 - acc: 0.9091 367/367 [==============================] - 892s - loss: 0.2964 - acc: 0.9092
Epoch 98/100
14/367 [>.............................] - ETA: 816s - loss: 0.2795 - acc: 0.9145 28/367 [=>............................] - ETA: 808s - loss: 0.2917 - acc: 0.9093 42/367 [==>...........................] - ETA: 770s - loss: 0.2848 - acc: 0.9125 56/367 [===>..........................] - ETA: 742s - loss: 0.2743 - acc: 0.9156 70/367 [====>.........................] - ETA: 705s - loss: 0.2702 - acc: 0.9171 84/367 [=====>........................] - ETA: 674s - loss: 0.2660 - acc: 0.9186 98/367 [=======>......................] - ETA: 638s - loss: 0.2641 - acc: 0.9192112/367 [========>.....................] - ETA: 608s - loss: 0.2605 - acc: 0.9202126/367 [=========>....................] - ETA: 574s - loss: 0.2576 - acc: 0.9212140/367 [==========>...................] - ETA: 542s - loss: 0.2596 - acc: 0.9207154/367 [===========>..................] - ETA: 508s - loss: 0.2603 - acc: 0.9205168/367 [============>.................] - ETA: 476s - loss: 0.2625 - acc: 0.9195182/367 [=============>................] - ETA: 442s - loss: 0.2605 - acc: 0.9202196/367 [===============>..............] - ETA: 409s - loss: 0.2615 - acc: 0.9199210/367 [================>.............] - ETA: 375s - loss: 0.2644 - acc: 0.9189224/367 [=================>............] - ETA: 342s - loss: 0.2676 - acc: 0.9178238/367 [==================>...........] - ETA: 308s - loss: 0.2675 - acc: 0.9180252/367 [===================>..........] - ETA: 274s - loss: 0.2670 - acc: 0.9182266/367 [====================>.........] - ETA: 241s - loss: 0.2685 - acc: 0.9176280/367 [=====================>........] - ETA: 207s - loss: 0.2714 - acc: 0.9166294/367 [=======================>......] - ETA: 174s - loss: 0.2760 - acc: 0.9150308/367 [========================>.....] - ETA: 141s - loss: 0.2783 - acc: 0.9141322/367 [=========================>....] - ETA: 107s - loss: 0.2805 - acc: 0.9133336/367 [==========================>...] - ETA: 74s - loss: 0.2807 - acc: 0.9132 350/367 [===========================>..] - ETA: 40s - loss: 0.2812 - acc: 0.9131364/367 [============================>.] - ETA: 7s - loss: 0.2830 - acc: 0.9125 367/367 [==============================] - 889s - loss: 0.2852 - acc: 0.9119
Epoch 99/100
14/367 [>.............................] - ETA: 861s - loss: 0.6475 - acc: 0.7985 28/367 [=>............................] - ETA: 805s - loss: 0.6426 - acc: 0.8062 42/367 [==>...........................] - ETA: 781s - loss: 0.6032 - acc: 0.8201 56/367 [===>..........................] - ETA: 741s - loss: 0.5597 - acc: 0.8321 70/367 [====>.........................] - ETA: 713s - loss: 0.5244 - acc: 0.8426 84/367 [=====>........................] - ETA: 675s - loss: 0.4862 - acc: 0.8533 98/367 [=======>......................] - ETA: 644s - loss: 0.4643 - acc: 0.8602112/367 [========>.....................] - ETA: 608s - loss: 0.4506 - acc: 0.8638126/367 [=========>....................] - ETA: 577s - loss: 0.4364 - acc: 0.8681140/367 [==========>...................] - ETA: 543s - loss: 0.4258 - acc: 0.8711154/367 [===========>..................] - ETA: 510s - loss: 0.4126 - acc: 0.8753168/367 [============>.................] - ETA: 476s - loss: 0.4036 - acc: 0.8777182/367 [=============>................] - ETA: 444s - loss: 0.4017 - acc: 0.8777196/367 [===============>..............] - ETA: 410s - loss: 0.3998 - acc: 0.8782210/367 [================>.............] - ETA: 377s - loss: 0.3921 - acc: 0.8806224/367 [=================>............] - ETA: 342s - loss: 0.3834 - acc: 0.8832238/367 [==================>...........] - ETA: 309s - loss: 0.3754 - acc: 0.8857252/367 [===================>..........] - ETA: 275s - loss: 0.3706 - acc: 0.8872266/367 [====================>.........] - ETA: 242s - loss: 0.3681 - acc: 0.8879280/367 [=====================>........] - ETA: 208s - loss: 0.3642 - acc: 0.8892294/367 [=======================>......] - ETA: 175s - loss: 0.3593 - acc: 0.8906308/367 [========================>.....] - ETA: 141s - loss: 0.3558 - acc: 0.8917322/367 [=========================>....] - ETA: 107s - loss: 0.3514 - acc: 0.8930336/367 [==========================>...] - ETA: 74s - loss: 0.3485 - acc: 0.8939 350/367 [===========================>..] - ETA: 40s - loss: 0.3459 - acc: 0.8947364/367 [============================>.] - ETA: 7s - loss: 0.3426 - acc: 0.8957 367/367 [==============================] - 893s - loss: 0.3424 - acc: 0.8957
Epoch 100/100
14/367 [>.............................] - ETA: 821s - loss: 0.3852 - acc: 0.8823 28/367 [=>............................] - ETA: 808s - loss: 0.3339 - acc: 0.8979 42/367 [==>...........................] - ETA: 768s - loss: 0.3336 - acc: 0.8976 56/367 [===>..........................] - ETA: 742s - loss: 0.3143 - acc: 0.9042 70/367 [====>.........................] - ETA: 706s - loss: 0.3065 - acc: 0.9059 84/367 [=====>........................] - ETA: 675s - loss: 0.3005 - acc: 0.9081 98/367 [=======>......................] - ETA: 639s - loss: 0.3028 - acc: 0.9070112/367 [========>.....................] - ETA: 609s - loss: 0.3021 - acc: 0.9073126/367 [=========>....................] - ETA: 574s - loss: 0.2985 - acc: 0.9084140/367 [==========>...................] - ETA: 542s - loss: 0.2957 - acc: 0.9093154/367 [===========>..................] - ETA: 508s - loss: 0.2905 - acc: 0.9112168/367 [============>.................] - ETA: 476s - loss: 0.2881 - acc: 0.9119182/367 [=============>................] - ETA: 441s - loss: 0.2850 - acc: 0.9130196/367 [===============>..............] - ETA: 408s - loss: 0.2848 - acc: 0.9130210/367 [================>.............] - ETA: 374s - loss: 0.2810 - acc: 0.9142224/367 [=================>............] - ETA: 341s - loss: 0.2812 - acc: 0.9139238/367 [==================>...........] - ETA: 307s - loss: 0.2835 - acc: 0.9133252/367 [===================>..........] - ETA: 275s - loss: 0.2890 - acc: 0.9115266/367 [====================>.........] - ETA: 241s - loss: 0.2943 - acc: 0.9098280/367 [=====================>........] - ETA: 208s - loss: 0.2961 - acc: 0.9093294/367 [=======================>......] - ETA: 174s - loss: 0.2977 - acc: 0.9086308/367 [========================>.....] - ETA: 141s - loss: 0.2990 - acc: 0.9084322/367 [=========================>....] - ETA: 107s - loss: 0.2970 - acc: 0.9091336/367 [==========================>...] - ETA: 74s - loss: 0.2989 - acc: 0.9083 350/367 [===========================>..] - ETA: 40s - loss: 0.2962 - acc: 0.9093364/367 [============================>.] - ETA: 7s - loss: 0.2941 - acc: 0.9100 367/367 [==============================] - 890s - loss: 0.2942 - acc: 0.9100