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results.txt
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results.txt
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oneHot = False, oneHotAveraged = False, contextHashes = True
Epoch 1/5
1000/1000 [==============================] - 19s - loss: 0.6731 - acc: 0.7550 - val_loss: 1.2074 - val_acc: 0.6990
Epoch 2/5
1000/1000 [==============================] - 36s - loss: 0.7109 - acc: 0.7410 - val_loss: 0.6063 - val_acc: 0.7850
Epoch 3/5
1000/1000 [==============================] - 45s - loss: 0.6292 - acc: 0.7720 - val_loss: 0.6332 - val_acc: 0.7650
Epoch 4/5
1000/1000 [==============================] - 54s - loss: 0.6252 - acc: 0.7760 - val_loss: 0.6128 - val_acc: 0.7710
Epoch 5/5
1000/1000 [==============================] - 58s - loss: 0.5732 - acc: 0.7950 - val_loss: 0.6666 - val_acc: 0.7400
oneHot = True, oneHotAveraged = True, contextHashes = False
Epoch 1/5
1000/1000 [==============================] - 11s - loss: 0.7373 - acc: 0.7350 - val_loss: 1.0068 - val_acc: 0.6970
Epoch 2/5
1000/1000 [==============================] - 20s - loss: 0.8200 - acc: 0.6940 - val_loss: 0.7024 - val_acc: 0.7530
Epoch 3/5
1000/1000 [==============================] - 27s - loss: 0.7333 - acc: 0.7310 - val_loss: 0.8041 - val_acc: 0.7170
Epoch 4/5
1000/1000 [==============================] - 34s - loss: 0.7331 - acc: 0.7200 - val_loss: 0.7520 - val_acc: 0.6910
Epoch 5/5
1000/1000 [==============================] - 39s - loss: 0.6901 - acc: 0.7280 - val_loss: 0.8120 - val_acc: 0.6810
oneHot = True, oneHotAveraged = False, contextHashes = False
Epoch 1/5
1000/1000 [==============================] - 380s - loss: 0.7657 - acc: 0.7350 - val_loss: 1.2588 - val_acc: 0.6970
Epoch 2/5
1000/1000 [==============================] - 417s - loss: 0.9119 - acc: 0.6850 - val_loss: 0.7871 - val_acc: 0.7440
Epoch 3/5
1000/1000 [==============================] - 442s - loss: 0.8263 - acc: 0.7320 - val_loss: 0.8779 - val_acc: 0.7140
Epoch 4/5
1000/1000 [==============================] - 486s - loss: 0.8250 - acc: 0.7180 - val_loss: 0.8287 - val_acc: 0.6910
Epoch 5/5
1000/1000 [==============================] - 529s - loss: 0.7954 - acc: 0.7260 - val_loss: 0.9171 - val_acc: 0.6650
oneHot = True, oneHotAveraged = False, contextHashes = True
Epoch 1/5
1000/1000 [==============================] - 392s - loss: 0.6834 - acc: 0.7520 - val_loss: 1.2227 - val_acc: 0.6970
Epoch 2/5
1000/1000 [==============================] - 427s - loss: 0.7048 - acc: 0.7380 - val_loss: 0.6348 - val_acc: 0.7770
Epoch 3/5
1000/1000 [==============================] - 485s - loss: 0.6325 - acc: 0.7680 - val_loss: 0.6267 - val_acc: 0.7750
Epoch 4/5
1000/1000 [==============================] - 554s - loss: 0.6460 - acc: 0.7810 - val_loss: 0.6240 - val_acc: 0.7700
Epoch 5/5
1000/1000 [==============================] - 567s - loss: 0.5906 - acc: 0.7990 - val_loss: 0.6920 - val_acc: 0.7280
oneHot = True, oneHotAveraged = True, contextHashes = True
Epoch 1/5
1000/1000 [==============================] - 33s - loss: 0.6709 - acc: 0.7460 - val_loss: 1.1848 - val_acc: 0.6990
Epoch 2/5
1000/1000 [==============================] - 59s - loss: 0.6975 - acc: 0.7370 - val_loss: 0.5996 - val_acc: 0.7910
Epoch 3/5
1000/1000 [==============================] - 81s - loss: 0.6275 - acc: 0.7700 - val_loss: 0.6237 - val_acc: 0.7680
Epoch 4/5
1000/1000 [==============================] - 92s - loss: 0.6234 - acc: 0.7880 - val_loss: 0.6184 - val_acc: 0.7810
Epoch 5/5
1000/1000 [==============================] - 101s - loss: 0.5792 - acc: 0.7980 - val_loss: 0.6771 - val_acc: 0.7310