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Removing dropout, replacing tanh by relu, setting border mode to same everywhere
loss acc val_acc
3.7579 0.1279 0.2220
2.9790 0.2635 0.3115
2.6097 0.3366 0.3714
2.3593 0.3895 0.3927
2.1804 0.4300 0.4065
2.0439 0.4591 0.4234
1.9169 0.4873 0.4327
1.8246 0.5088 0.4444
1.7354 0.5310 0.4356
1.6524 0.5470 0.4407
1.5850 0.5647 0.4351
1.5222 0.5800 0.4408
1.4698 0.5917 0.4410
1.4109 0.6079 0.4494
1.3686 0.6193 0.4473
1.3274 0.6264 0.4439
1.2856 0.6396 0.4473
1.2350 0.6508 0.4474
1.2060 0.6598 0.4564
1.1645 0.6677 0.4532
1.1462 0.6728 0.4470
1.1090 0.6835 0.4496
1.0766 0.6904 0.4494
1.0639 0.6956 0.4571
1.0303 0.7020 0.4514
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