Notes

Notes - notes.io

linux-e7hf:/home/nikhil/Downloads/FoodNet-master # python3 food.py
Using TensorFlow backend.
Loading training data...
Loading validation data...
Loading evaluation data...
[ 0 1 2 3 4 5 6 7 8 9 10]
11
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
conv2d_1 (Conv2D) (None, 32, 32, 32) 2432
_________________________________________________________________
max_pooling2d_1 (MaxPooling2 (None, 16, 16, 32) 0
_________________________________________________________________
conv2d_2 (Conv2D) (None, 16, 16, 64) 51264
_________________________________________________________________
flatten_1 (Flatten) (None, 16384) 0
_________________________________________________________________
dense_1 (Dense) (None, 11) 180235
=================================================================
Total params: 233,931
Trainable params: 233,931
Non-trainable params: 0
_________________________________________________________________
None
Train on 9866 samples, validate on 3430 samples
Epoch 1/10
2018-12-17 15:51:58.956119: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2018-12-17 15:51:59.948202: W tensorflow/core/framework/allocator.cc:108] Allocation of 26214400 exceeds 10% of system memory.
2018-12-17 15:52:09.816903: W tensorflow/core/framework/allocator.cc:108] Allocation of 23756800 exceeds 10% of system memory.
2018-12-17 15:52:23.721973: W tensorflow/core/framework/allocator.cc:108] Allocation of 26214400 exceeds 10% of system memory.
2018-12-17 15:52:24.488223: W tensorflow/core/framework/allocator.cc:108] Allocation of 21811200 exceeds 10% of system memory.
200/9866 [..............................] - ETA: 22:02 - loss: 2.3806 - acc: 0.13502018-12-17 15:52:26.312964: W tensorflow/core/framework/allocator.cc:108] Allocation of 26214400 exceeds 10% of system memory.
400/9866 [>.............................] - ETA: 21:10 - loss: 2.3853 - acc: 0. 600/9866 [>.............................] - ETA: 21:34 - loss: 2.3868 - acc: 0. 800/9866 [=>............................] - ETA: 20:55 - loss: 2.3820 - acc: 0.1000/9866 [==>...........................] - ETA: 20:14 - loss: 2.3787 - acc: 0.1200/9866 [==>...........................] - ETA: 19:36 - loss: 2.3746 - acc: 0.1400/9866 [===>..........................] - ETA: 19:12 - loss: 2.3723 - acc: 0.1600/9866 [===>..........................] - ETA: 18:55 - loss: 2.3698 - acc: 0.1800/9866 [====>.........................] - ETA: 18:24 - loss: 2.3682 - acc: 0.2000/9866 [=====>........................] - ETA: 17:50 - loss: 2.3658 - acc: 0.2200/9866 [=====>........................] - ETA: 17:20 - loss: 2.3620 - acc: 0.2400/9866 [======>.......................] - ETA: 17:05 - loss: 2.3575 - acc: 0.2600/9866 [======>.......................] - ETA: 16:34 - loss: 2.3537 - acc: 0.2800/9866 [=======>......................] - ETA: 16:04 - loss: 2.3525 - acc: 0.3000/9866 [========>.....................] - ETA: 15:33 - loss: 2.3487 - acc: 0.3200/9866 [========>.....................] - ETA: 15:08 - loss: 2.3460 - acc: 0.3400/9866 [=========>....................] - ETA: 14:43 - loss: 2.3437 - acc: 0.3600/9866 [=========>....................] - ETA: 14:14 - loss: 2.3442 - acc: 0.3800/9866 [==========>...................] - ETA: 13:44 - loss: 2.3413 - acc: 0.4000/9866 [===========>..................] - ETA: 13:15 - loss: 2.3378 - acc: 0.4200/9866 [===========>..................] - ETA: 12:53 - loss: 2.3372 - acc: 0.4400/9866 [============>.................] - ETA: 12:26 - loss: 2.3338 - acc: 0.4600/9866 [============>.................] - ETA: 11:58 - loss: 2.3323 - acc: 0.4800/9866 [=============>................] - ETA: 11:32 - loss: 2.3311 - acc: 0.5000/9866 [==============>...............] - ETA: 11:12 - loss: 2.3299 - acc: 0.5200/9866 [==============>...............] - ETA: 10:43 - loss: 2.3306 - acc: 0.5400/9866 [===============>..............] - ETA: 10:14 - loss: 2.3300 - acc: 0.5600/9866 [================>.............] - ETA: 9:46 - loss: 2.3295 - acc: 0.15800/9866 [================>.............] - ETA: 9:20 - loss: 2.3269 - acc: 0.16000/9866 [=================>............] - ETA: 8:53 - loss: 2.3268 - acc: 0.16200/9866 [=================>............] - ETA: 8:24 - loss: 2.3255 - acc: 0.16400/9866 [==================>...........] - ETA: 7:56 - loss: 2.3241 - acc: 0.16600/9866 [===================>..........] - ETA: 7:28 - loss: 2.3232 - acc: 0.16800/9866 [===================>..........] - ETA: 7:03 - loss: 2.3225 - acc: 0.17000/9866 [====================>.........] - ETA: 6:35 - loss: 2.3216 - acc: 0.17200/9866 [====================>.........] - ETA: 6:10 - loss: 2.3208 - acc: 0.17400/9866 [=====================>........] - ETA: 7800/9866 [===================8000/9866 [=======================>......] - ETA: 4:20 - loss: 2.3172 - acc: 0.18200/9866 [=======================>......] - ETA: 3:52 - loss: 2.3164 - acc: 0.18400/9866 [========================>.....] - ETA: 3:25 - loss: 2.3163 - acc: 0.18600/9866 [=========================>....] - ETA: 2:58 - loss: 2.3159 - acc: 0.18800/9866 [=========================>....] - ETA: 2:30 - loss: 2.3151 - acc: 0.19000/9866 [==========================>...] - ETA: 2:03 - loss: 2.3145 - acc: 0.19200/9866 [==========================>...] - ETA: 1:35 - loss: 2.3136 - acc: 0.19400/9866 [===========================>..] - ETA: 1:06 - loss: 2.3130 - acc: 0.19600/9866 [============================>.] - ETA: 38s - loss: 2.3137 - acc: 0.179800/9866 [============================>.] - ETA: 9s - loss: 2.3137 - acc: 0.1719866/9866 [==============================] - 1654s 168ms/step - loss: 2.3134 - acc: 0.1707 - val_loss: 2.2912 - val_acc: 0.1644
Epoch 2/10
200/9866 [..............................] - ETA: 32:23 - loss: 2.2600 - acc: 0. 400/9866 [>.............................] - ETA: 27:53 - loss: 2.2463 - acc: 0. 600/9866 [>.............................] - ETA: 25:25 - loss: 2.2489 - acc: 0. 800/9866 [=>............................] - ETA: 24:08 - loss: 2.2553 - acc: 0.1000/9866 [==>...........................] - ETA: 22:46 - loss: 2.2732 - acc: 0.1200/9866 [==>...........................] - ETA: 21:41 - loss: 2.2716 - acc: 0.1400/9866 [===>..........................] - ETA: 20:48 - loss: 2.2774 - acc: 0.1600/9866 [===>..........................] - ETA: 20:25 - loss: 2.2730 - acc: 0.1800/9866 [====>.........................] - ETA: 19:40 - loss: 2.2650 - acc: 0.2000/9866 [=====>........................] - ETA: 19:00 - loss: 2.2667 - acc: 0.2200/9866 [=====>........................] - ETA: 18:41 - loss: 2.2663 - acc: 0.2400/9866 [======>.......................] - ETA: 18:23 - loss: 2.2694 - acc: 0.2600/9866 [======>.......................] - ETA: 18:09 - loss: 2.2701 - acc: 0.2800/9866 [=======>......................] - ETA: 17:30 - loss: 2.2714 - acc: 0.3000/9866 [========>.....................] - ETA: 16:52 - loss: 2.2731 - acc: 0.3200/9866 [========>.....................] - ETA: 16:26 - loss: 2.2744 - acc: 0.3400/9866 [=========>....................] - ETA: 15:50 - loss: 2.2719 - acc: 0.3600/9866 [=========>....................] - ETA: 15:15 - loss: 2.2760 - acc: 0.3800/9866 [==========>...................] - ETA: 14:40 - loss: 2.2743 - acc: 0.4000/9866 [===========>..................] - ETA: 14:10 - loss: 2.2732 - acc: 0.4200/9866 [===========>..................] - ETA: 13:41 - loss: 2.2726 - acc: 0.4400/9866 [============>.................] - ETA: 13:08 - loss: 2.2713 - acc: 0.4600/9866 [============>.................] - ETA: 12:36 - loss: 2.2708 - acc: 0.4800/9866 [=============>................] - ETA: 12:05 - loss: 2.2706 - acc: 0.5000/9866 [==============>...............] - ETA: 11:38 - loss: 2.2708 - acc: 0.5200/9866 [==============>...............] - ETA: 11:07 - loss: 2.2711 - acc: 0.5400/9866 [===============>..............] - ETA: 10:37 - loss: 2.2700 - acc: 0.5600/9866 [================>.............] - ETA: 10:08 - loss: 2.2708 - acc: 0.5800/9866 [================>.............] - ETA: 9:40 - loss: 2.2698 - acc: 0.16000/9866 [=================>............] - ETA: 9:11 - loss: 2.2693 - acc: 0.16200/9866 [=================>............] - ETA: 8:41 - loss: 2.2697 - acc: 0.16400/9866 [==================>...........] - ETA: 8:11 - loss: 2.2711 - acc: 0.16600/9866 [===================>..........] - ETA: 7:43 - loss: 2.2710 - acc: 0.16800/9866 [===================>..........] - ETA: 7:15 - loss: 2.2731 - acc: 0.17000/9866 [====================>.........] - ETA: 6:46 - loss: 2.2735 - acc: 0.17200/9866 [====================>.........] - ETA: 6:17 - loss: 2.2726 - acc: 0.17400/9866 [=====================>........] - ETA: 5:47 - loss: 2.2724 - acc: 0.17600/9866 [======================>.......] - ETA: 5:20 - loss: 2.2747 - acc: 0.17800/9866 [======================>.......] - ETA: 4:51 - loss: 2.2750 - acc: 0.18000/9866 [=======================>......] - ETA: 4:23 - loss: 2.2754 - acc: 0.18200/9866 [=======================>......] - ETA: 3:54 - loss: 2.2762 - acc: 0.18400/9866 [========================>.....] - ETA: 3:26 - loss: 2.2761 - acc: 0.18600/9866 [=========================>....] - ETA: 2:58 - loss: 2.2767 - acc: 0.18800/9866 [=========================>....] - ETA: 2:29 - loss: 2.2774 - acc: 0.19000/9866 [==========================>...] - ETA: 2:01 - loss: 2.2776 - acc: 0.19200/9866 [==========================>...] - ETA: 1:33 - loss: 2.2780 - acc: 0.19400/9866 [===========================>..] - ETA: 1:05 - loss: 2.2777 - acc: 0.19600/9866 [============================>.] - ETA: 37s - loss: 2.2783 - acc: 0.199800/9866 [============================>.] - ETA: 9s - loss: 2.2782 - acc: 0.1939866/9866 [==============================] - 1547s 157ms/step - loss: 2.2778 - acc: 0.1940 - val_loss: 2.2719 - val_acc: 0.1895
Epoch 3/10
200/9866 [..............................] - ETA: 21:56 - loss: 2.2323 - acc: 0. 400/9866 [>.............................] - ETA: 21:05 - loss: 2.2455 - acc: 0. 600/9866 [>.............................] - ETA: 20:28 - loss: 2.2399 - acc: 0. 800/9866 [=>............................] - ETA: 20:22 - loss: 2.2485 - acc: 0.1000/9866 [==>...........................] - ETA: 20:20 - loss: 2.2603 - acc: 0.1200/9866 [==>...........................] - ETA: 21:05 - loss: 2.2562 - acc: 0.1400/9866 [===>..........................] - ETA: 20:26 - loss: 2.2541 - acc: 0.1600/9866 [===>..........................] - ETA: 19:56 - loss: 2.2586 - acc: 0.1800/9866 [====>.........................] - ETA: 19:38 - loss: 2.2653 - acc: 0.2000/9866 [=====>........................] - ETA: 19:10 - loss: 2.2610 - acc: 0.2200/9866 [=====>........................] - ETA: 18:31 - loss: 2.2597 - acc: 0.2400/9866 [======>.......................] - ETA: 18:00 - loss: 2.2586 - acc: 0.2600/9866 [======>.......................] - ETA: 17:36 - loss: 2.2596 - acc: 0.2800/9866 [=======>......................] - ETA: 17:01 - loss: 2.2608 - acc: 0.3000/9866 [========>.....................] - ETA: 16:30 - loss: 2.2615 - acc: 0.3200/9866 [========>.....................] - ETA: 16:01 - loss: 2.2597 - acc: 0.3400/9866 [=========>....................] - ETA: 15:43 - loss: 2.2603 - acc: 0.3600/9866 [=========>....................] - ETA: 15:13 - loss: 2.2609 - acc: 0.3800/9866 [==========>...................] - ETA: 14:42 - loss: 2.2622 - acc: 0.4000/9866 [===========>..................] - ETA: 14:12 - loss: 2.2621 - acc: 0.4200/9866 [===========>..................] - ETA: 13:46 - loss: 2.2640 - acc: 0.4400/9866 [============>.................] - ETA: 13:30 - loss: 2.2636 - acc: 0.4600/9866 [============>.................] - ETA: 12:58 - loss: 2.2628 - acc: 0.4800/9866 [=============>................] - ETA: 12:30 - loss: 2.2636 - acc: 0.5000/9866 [==============>...............] - ETA: 12:09 - loss: 2.2613 - acc: 0.5200/9866 [==============>...............] - ETA: 11:41 - loss: 2.2610 - acc: 0.5400/9866 [===============>..............] - ETA: 11:11 - loss: 2.2609 - acc: 0.5600/9866 [================>.............] - ETA: 10:42 - loss: 2.2595 - acc: 0.5800/9866 [================>.............] - ETA: 10:10 - loss: 2.2602 - acc: 0.6000/9866 [=================>............] - ETA: 9:40 - loss: 2.2611 - acc: 0.16200/9866 [=================>............] - ETA: 9:10 - loss: 2.2603 - acc: 0.16400/9866 [==================>...........] - ETA: 8:42 - loss: 2.2583 - acc: 0.16600/9866 [===================>..........] - ETA: 8:11 - loss: 2.2560 - acc: 0.26800/9866 [===================>..........] - ETA: 7:39 - loss: 2.2554 - acc: 0.27000/9866 [====================>.........] - ETA: 7:09 - loss: 2.2561 - acc: 0.17200/9866 [====================>.........] - ETA: 6:40 - loss: 2.2539 - acc: 0.27400/9866 [=====================>........] - ETA: 6:09 - loss: 2.2549 - acc: 0.27600/9866 [======================>.......] - ETA: 5:38 - loss: 2.2540 - acc: 0.27800/9866 [======================>.......] - ETA: 5:08 - loss: 2.2540 - acc: 0.28000/9866 [=======================>......] - ETA: 4:37 - loss: 2.2531 - acc: 0.28200/9866 [=======================>......] - ETA: 4:08 - loss: 2.2536 - acc: 0.28400/9866 [========================>.....] - ETA: 3:39 - loss: 2.2529 - acc: 0.28600/9866 [=========================>....] - ETA: 3:08 - loss: 2.2534 - acc: 0.28800/9866 [=========================>....] - ETA: 2:38 - loss: 2.2524 - acc: 0.29000/9866 [==========================>...] - ETA: 2:09 - loss: 2.2521 - acc: 0.29200/9866 [==========================>...] - ETA: 1:38 - loss: 2.2516 - acc: 0.19400/9866 [===========================>..] - ETA: 1:09 - loss: 2.2516 - acc: 0.29600/9866 [============================>.] - ETA: 39s - loss: 2.2513 - acc: 0.209800/9866 [============================>.] - ETA: 9s - loss: 2.2515 - acc: 0.2009866/9866 [==============================] - 1620s 164ms/step - loss: 2.2517 - acc: 0.2009 - val_loss: 2.2453 - val_acc: 0.2003
Epoch 4/10
200/9866 [..............................] - ETA: 20:57 - loss: 2.2702 - acc: 0. 400/9866 [>.............................] - ETA: 21:34 - loss: 2.2379 - acc: 0. 600/9866 [>.............................] - ETA: 21:25 - loss: 2.2170 - acc: 0. 800/9866 [=>............................] - ETA: 20:41 - loss: 2.2271 - acc: 0.1000/9866 [==>...........................] - ETA: 20:02 - loss: 2.2358 - acc: 0.1200/9866 [==>...........................] - ETA: 19:32 - loss: 2.2359 - acc: 0.1400/9866 [===>..........................] - ETA: 19:28 - loss: 2.2359 - acc: 0.1600/9866 [===>..........................] - ETA: 19:05 - loss: 2.2343 - acc: 0.1800/9866 [====>.........................] - ETA: 18:41 - loss: 2.2325 - acc: 0.2000/9866 [=====>........................] - ETA: 18:20 - loss: 2.2350 - acc: 0.2200/9866 [=====>........................] - ETA: 18:09 - loss: 2.2344 - acc: 0.2400/9866 [======>.......................] - ETA: 17:44 - loss: 2.2352 - acc: 0.2600/9866 [======>.......................] - ETA: 17:15 - loss: 2.2380 - acc: 0.2800/9866 [=======>......................] - ETA: 16:52 - loss: 2.2375 - acc: 0.3000/9866 [========>.....................] - ETA: 16:30 - loss: 2.2352 - acc: 0.3200/9866 [========>.....................] - ETA: 16:03 - loss: 2.2341 - acc: 0.3400/9866 [=========>....................] - ETA: 15:31 - loss: 2.2355 - acc: 0.3600/9866 [=========>....................] - ETA: 15:00 - loss: 2.2383 - acc: 0.3800/9866 [==========>...................] - ETA: 14:34 - loss: 2.2369 - acc: 0.4000/9866 [===========>..................] - ETA: 14:01 - loss: 2.2376 - acc: 0.4200/9866 [===========>..................] - ETA: 13:29 - loss: 2.2374 - acc: 0.4400/9866 [============>.................] - ETA: 12:57 - loss: 2.2387 - acc: 0.4600/9866 [============>.................] - ETA: 12:29 - loss: 2.2377 - acc: 0.4800/9866 [=============>................] - ETA: 12:00 - loss: 2.2357 - acc: 0.5000/9866 [==============>...............] - ETA: 11:31 - loss: 2.2366 - acc: 0.5200/9866 [==============>...............] - ETA: 11:01 - loss: 2.2352 - acc: 0.5400/9866 [===============>..............] - ETA: 10:32 - loss: 2.2360 - acc: 0.5600/9866 [================>.............] - ETA: 10:04 - loss: 2.2359 - acc: 0.5800/9866 [================>.............] - ETA: 9:35 - loss: 2.2357 - acc: 0.16000/9866 [=================>............] - ETA: 9:05 - loss: 2.2380 - acc: 0.16200/9866 [=================>............] - ETA: 8:36 - loss: 2.2374 - acc: 0.16400/9866 [==================>...........] - ETA: 8:10 - loss: 2.2361 - acc: 0.16600/9866 [===================>..........] - ETA: 7:42 - loss: 2.2363 - acc: 0.16800/9866 [===================>..........] - ETA: 7:13 - loss: 2.2360 - acc: 0.17000/9866 [====================>.........] - ETA: 6:44 - loss: 2.2349 - acc: 0.27200/9866 [====================>.........] - ETA: 6:16 - loss: 2.2334 - acc: 0.27400/9866 [=====================>........] - ETA: 5:48 - loss: 2.2322 - acc: 0.27600/9866 [======================>.......] - ETA: 5:20 - loss: 2.2340 - acc: 0.27800/9866 [======================>.......] - ETA: 4:52 - loss: 2.2319 - acc: 0.28000/9866 [=======================>......] - ETA: 4:24 - loss: 2.2312 - acc: 0.28200/9866 [=======================>......] - ETA: 3:58 - loss: 2.2304 - acc: 0.28400/9866 [========================>.....] - ETA: 3:31 - loss: 2.2301 - acc: 0.28600/9866 [=========================>....] - ETA: 3:02 - loss: 2.2299 - acc: 0.28800/9866 [=========================>....] - ETA: 2:33 - loss: 2.2289 - acc: 0.29000/9866 [==========================>...] - ETA: 2:04 - loss: 2.2279 - acc: 0.29200/9866 [==========================>...] - ETA: 1:35 - loss: 2.2290 - acc: 0.29400/9866 [===========================>..] - ETA: 1:06 - loss: 2.2281 - acc: 0.29600/9866 [============================>.] - ETA: 38s - loss: 2.2269 - acc: 0.209800/9866 [============================>.] - ETA: 9s - loss: 2.2262 - acc: 0.2029866/9866 [==============================] - 1579s 160ms/step - loss: 2.2256 - acc: 0.2029 - val_loss: 2.2138 - val_acc: 0.2070
Epoch 5/10
200/9866 [..............................] - ETA: 22:25 - loss: 2.2106 - acc: 0. 400/9866 [>.............................] - ETA: 22:34 - loss: 2.2113 - acc: 0. 600/9866 [>.............................] - ETA: 21:32 - loss: 2.2015 - acc: 0. 800/9866 [=>............................] - ETA: 20:43 - loss: 2.2099 - acc: 0.1000/9866 [==>...........................] - ETA: 20:06 - loss: 2.2023 - acc: 0.1200/9866 [==>...........................] - ETA: 20:10 - loss: 2.2068 - acc: 0.1400/9866 [===>..........................] - ETA: 19:47 - loss: 2.2074 - acc: 0.1600/9866 [===>..........................] - ETA: 19:09 - loss: 2.2060 - acc: 0.1800/9866 [====>.........................] - ETA: 18:33 - loss: 2.2120 - acc: 0.2000/9866 [=====>........................] - ETA: 18:11 - loss: 2.2124 - acc: 0.2200/9866 [=====>........................] - ETA: 17:42 - loss: 2.2060 - acc: 0.2400/9866 [======>.......................] - ETA: 17:17 - loss: 2.2058 - acc: 0.2600/9866 [======>.......................] - ETA: 16:46 - loss: 2.2052 - acc: 0.2800/9866 [=======>......................] - ETA: 16:20 - loss: 2.2050 - acc: 0.3000/9866 [========>.....................] - ETA: 15:56 - loss: 2.2084 - acc: 0.3200/9866 [========>.....................] - ETA: 15:26 - loss: 2.2071 - acc: 0.3400/9866 [=========>....................] - ETA: 15:15 - loss: 2.2074 - acc: 0.3600/9866 [=========>....................] - ETA: 15:10 - loss: 2.2076 - acc: 0.3800/9866 [==========>...................] - ETA: 14:48 - loss: 2.2090 - acc: 0.4000/9866 [===========>..................] - ETA: 14:14 - loss: 2.2077 - acc: 0.4200/9866 [===========>..................] - ETA: 13:41 - loss: 2.2039 - acc: 0.4400/9866 [============>.................] - ETA: 13:15 - loss: 2.2050 - acc: 0.4600/9866 [============>.................] - ETA: 12:44 - loss: 2.2027 - acc: 0.4800/9866 [=============>................] - ETA: 12:13 - loss: 2.2046 - acc: 0.5000/9866 [==============>...............] - ETA: 11:52 - loss: 2.2041 - acc: 0.5200/9866 [==============>...............] - ETA: 11:30 - loss: 2.2028 - acc: 0.5400/9866 [===============>..............] - ETA: 10:58 - loss: 2.2022 - acc: 0.5600/9866 [================>.............] - ETA: 10:28 - loss: 2.2028 - acc: 0.5800/9866 [================>.............] - ETA: 9:56 - loss: 2.2040 - acc: 0.26000/9866 [=================>............] - ETA: 9:27 - loss: 2.2046 - acc: 0.26200/9866 [=================>............] - ETA: 8:56 - loss: 2.2062 - acc: 0.26400/9866 [==================>...........] - ETA: 8:25 - loss: 2.2033 - acc: 0.26600/9866 [===================>..........] - ETA: 7:55 - loss: 2.2018 - acc: 0.26800/9866 [===================>..........] - ETA: 7:25 - loss: 2.2008 - acc: 0.27000/9866 [====================>.........] - ETA: 6:56 - loss: 2.2022 - acc: 0.27200/9866 [====================>.........] - ETA: 6:26 - loss: 2.2022 - acc: 0.27400/9866 [=====================>........] - ETA: 5:56 - loss: 2.2019 - acc: 0.27600/9866 [======================>.......] - ETA: 5:30 - loss: 2.2010 - acc: 0.27800/9866 [======================>.......] - ETA: 5:02 - loss: 2.1992 - acc: 0.28000/9866 [=======================>......] - ETA: 4:33 - loss: 2.1992 - acc: 0.28200/9866 [=======================>......] - ETA: 4:04 - loss: 2.1998 - acc: 0.28400/9866 [========================>.....] - ETA: 3:34 - loss: 2.1988 - acc: 0.28600/9866 [=========================>....] - ETA: 3:05 - loss: 2.1978 - acc: 0.28800/9866 [=========================>....] - ETA: 2:35 - loss: 2.1975 - acc: 0.29000/9866 [==========================>...] - ETA: 2:06 - loss: 2.1973 - acc: 0.29200/9866 [==========================>...] - ETA: 1:36 - loss: 2.1976 - acc: 0.29400/9866 [===========================>..] - ETA: 1:07 - loss: 2.1966 - acc: 0.29600/9866 [============================>.] - ETA: 38s - loss: 2.1955 - acc: 0.219800/9866 [============================>.] - ETA: 9s - loss: 2.1965 - acc: 0.2119866/9866 [==============================] - 1605s 163ms/step - loss: 2.1965 - acc: 0.2107 - val_loss: 2.1864 - val_acc: 0.2102
Epoch 6/10
200/9866 [..............................] - ETA: 22:31 - loss: 2.2008 - acc: 0. 400/9866 [>.............................] - ETA: 21:24 - loss: 2.1744 - acc: 0. 600/9866 [>.............................] - ETA: 20:41 - loss: 2.1932 - acc: 0. 800/9866 [=>............................] - ETA: 20:32 - loss: 2.2104 - acc: 0.1000/9866 [==>...........................] - ETA: 20:17 - loss: 2.2001 - acc: 0.1200/9866 [==>...........................] - ETA: 19:40 - loss: 2.2069 - acc: 0.1400/9866 [===>..........................] - ETA: 19:07 - loss: 2.2102 - acc: 0.1600/9866 [===>..........................] - ETA: 18:37 - loss: 2.2066 - acc: 0.1800/9866 [====>.........................] - ETA: 18:26 - loss: 2.2032 - acc: 0.2000/9866 [=====>........................] - ETA: 17:55 - loss: 2.2010 - acc: 0.2200/9866 [=====>........................] - ETA: 17:24 - loss: 2.2011 - acc: 0.2400/9866 [======>.......................] - ETA: 16:54 - loss: 2.2004 - acc: 0.2600/9866 [======>.......................] - ETA: 16:33 - loss: 2.1989 - acc: 0.2800/9866 [=======>......................] - ETA: 16:06 - loss: 2.1952 - acc: 0.3000/9866 [========>.....................] - ETA: 15:36 - loss: 2.1905 - acc: 0.3200/9866 [========>.....................] - ETA: 15:07 - loss: 2.1921 - acc: 0.3400/9866 [=========>....................] - ETA: 14:43 - loss: 2.1893 - acc: 0.3600/9866 [=========>....................] - ETA: 14:19 - loss: 2.1884 - acc: 0.3800/9866 [==========>...................] - ETA: 13:50 - loss: 2.1875 - acc: 0.4000/9866 [===========>..................] - ETA: 13:20 - loss: 2.1877 - acc: 0.4200/9866 [===========>..................] - ETA: 12:51 - loss: 2.1869 - acc: 0.4400/9866 [============>.................] - ETA: 12:28 - loss: 2.1850 - acc: 0.4600/9866 [============>.................] - ETA: 12:00 - loss: 2.1832 - acc: 0.4800/9866 [=============>................] - ETA: 11:31 - loss: 2.1854 - acc: 0.5000/9866 [==============>...............] - ETA: 11:03 - loss: 2.1846 - acc: 0.5200/9866 [==============>...............] - ETA: 10:37 - loss: 2.1846 - acc: 0.5400/9866 [===============>..............] - ETA: 10:10 - loss: 2.1824 - acc: 0.5600/9866 [================>.............] - ETA: 9:42 - loss: 2.1819 - acc: 0.25800/9866 [================>.............] - ETA: 9:14 - loss: 2.1811 - acc: 0.26000/9866 [=================>............] - ETA: 8:47 - loss: 2.1803 - acc: 0.26200/9866 [=================>............] - ETA: 8:21 - loss: 2.1819 - acc: 0.26400/9866 [==================>...........] - ETA: 7:53 - loss: 2.1812 - acc: 0.26600/9866 [===================>..........] - ETA: 7:25 - loss: 2.1800 - acc: 0.26800/9866 [===================>..........] - ETA: 6:58 - loss: 2.1787 - acc: 0.27000/9866 [====================>.........] - ETA: 6:31 - loss: 2.1777 - acc: 0.27200/9866 [====================>.........] - ETA: 6:04 - loss: 2.1773 - acc: 0.27400/9866 [=====================>........] - ETA: 5:36 - loss: 2.1758 - acc: 0.27600/9866 [======================>.......] - ETA: 5:09 - loss: 2.1775 - acc: 0.27800/9866 [======================>.......] - ETA: 4:42 - loss: 2.1771 - acc: 0.28000/9866 [=======================>......] - ETA: 4:15 - loss: 2.1765 - acc: 0.28200/9866 [=======================>......] - ETA: 3:47 - loss: 2.1761 - acc: 0.28400/9866 [========================>.....] - ETA: 3:20 - loss: 2.1755 - acc: 0.28600/9866 [=========================>....] - ETA: 2:52 - loss: 2.1748 - acc: 0.28800/9866 [=========================>....] - ETA: 2:25 - loss: 2.1743 - acc: 0.29000/9866 [==========================>...] - ETA: 1:58 - loss: 2.1717 - acc: 0.29200/9866 [==========================>...] - ETA: 1:30 - loss: 2.1713 - acc: 0.29400/9866 [===========================>..] - ETA: 1:03 - loss: 2.1728 - acc: 0.29600/9866 [============================>.] - ETA: 36s - loss: 2.1737 - acc: 0.219800/9866 [============================>.] - ETA: 9s - loss: 2.1742 - acc: 0.2169866/9866 [==============================] - 1515s 154ms/step - loss: 2.1743 - acc: 0.2159 - val_loss: 2.1622 - val_acc: 0.2184
Epoch 7/10
200/9866 [..............................] - ETA: 22:12 - loss: 2.1902 - acc: 0. 400/9866 [>.............................] - ETA: 22:32 - loss: 2.1509 - acc: 0. 600/9866 [>.............................] - ETA: 21:28 - loss: 2.1452 - acc: 0. 800/9866 [=>............................] - ETA: 20:39 - loss: 2.1560 - acc: 0.1000/9866 [==>...........................] - ETA: 20:00 - loss: 2.1560 - acc: 0.1200/9866 [==>...........................] - ETA: 19:55 - loss: 2.1627 - acc: 0.1400/9866 [===>..........................] - ETA: 19:28 - loss: 2.1626 - acc: 0.1600/9866 [===>..........................] - ETA: 19:01 - loss: 2.1648 - acc: 0.1800/9866 [====>.........................] - ETA: 20:38 - loss: 2.1652 - acc: 0.2000/9866 [=====>........................] - ETA: 20:32 - loss: 2.1620 - acc: 0.2200/9866 [=====>........................] - ETA: 19:50 - loss: 2.1611 - acc: 0.2400/9866 [======>.......................] - ETA: 19:58 - loss: 2.1588 - acc: 0.2600/9866 [======>.......................] - ETA: 20:14 - loss: 2.1604 - acc: 0.2800/9866 [=======>......................] - ETA: 19:48 - loss: 2.1583 - acc: 0.3000/9866 [========>.....................] - ETA: 19:18 - loss: 2.1546 - acc: 0.3200/9866 [========>.....................] - ETA: 18:50 - loss: 2.1509 - acc: 0.3400/9866 [=========>....................] - ETA: 18:16 - loss: 2.1459 - acc: 0.3600/9866 [=========>....................] - ETA: 17:41 - loss: 2.1526 - acc: 0.3800/9866 [==========>...................] - ETA: 17:09 - loss: 2.1515 - acc: 0.4000/9866 [===========>..................] - ETA: 16:32 - loss: 2.1530 - acc: 0.4200/9866 [===========>..................] - ETA: 15:55 - loss: 2.1533 - acc: 0.4400/9866 [============>.................] - ETA: 15:25 - loss: 2.1558 - acc: 0.4600/9866 [============>.................] - ETA: 14:56 - loss: 2.1561 - acc: 0.4800/9866 [=============>................] - ETA: 14:21 - loss: 2.1548 - acc: 0.5000/9866 [==============>...............] - ETA: 13:46 - loss: 2.1549 - acc: 0.5200/9866 [==============>...............] - ETA: 13:15 - loss: 2.1534 - acc: 0.5400/9866 [===============>..............] - ETA: 12:41 - loss: 2.1529 - acc: 0.5600/9866 [================>.............] - ETA: 12:07 - loss: 2.1511 - acc: 0.5800/9866 [================>.............] - ETA: 11:34 - loss: 2.1512 - acc: 0.6000/9866 [=================>............] - ETA: 11:01 - loss: 2.1525 - acc: 0.6200/9866 [=================>............] - ETA: 10:26 - loss: 2.1528 - acc: 0.6400/9866 [==================>...........] - ETA: 9:52 - loss: 2.1535 - acc: 0.26600/9866 [===================>..........] - ETA: 9:19 - loss: 2.1525 - acc: 0.26800/9866 [===================>..........] - ETA: 8:45 - loss: 2.1528 - acc: 0.27000/9866 [====================>.........] - ETA: 8:10 - loss: 2.1528 - acc: 0.27200/9866 [====================>.........] - ETA: 7:36 - loss: 2.1518 - acc: 0.27400/9866 [=====================>........] - ETA: 7:02 - loss: 2.1513 - acc: 0.27600/9866 [======================>.......] - ETA: 6:28 - loss: 2.1520 - acc: 0.27800/9866 [======================>.......] - ETA: 5:53 - loss: 2.1503 - acc: 0.28000/9866 [=======================>......] - ETA: 5:20 - loss: 2.1514 - acc: 0.28200/9866 [=======================>......] - ETA: 4:45 - loss: 2.1533 - acc: 0.28400/9866 [========================>.....] - ETA: 4:11 - loss: 2.1539 - acc: 0.28600/9866 [=========================>....] - ETA: 3:36 - loss: 2.1536 - acc: 0.28800/9866 [=========================>....] - ETA: 3:02 - loss: 2.1539 - acc: 0.29000/9866 [==========================>...] - ETA: 2:28 - loss: 2.1530 - acc: 0.29200/9866 [==========================>...] - ETA: 1:53 - loss: 2.1520 - acc: 0.29400/9866 [===========================>..] - ETA: 1:19 - loss: 2.1518 - acc: 0.29600/9866 [============================>.] - ETA: 45s - loss: 2.1518 - acc: 0.229800/9866 [============================>.] - ETA: 11s - loss: 2.1517 - acc: 0.229866/9866 [==============================] - 1835s 186ms/step - loss: 2.1518 - acc: 0.2273 - val_loss: 2.1491 - val_acc: 0.2227
Epoch 8/10
200/9866 [..............................] - ETA: 21:57 - loss: 2.1208 - acc: 0. 400/9866 [>.............................] - ETA: 21:23 - loss: 2.0679 - acc: 0. 600/9866 [>.............................] - ETA: 20:28 - loss: 2.1065 - acc: 0. 800/9866 [=>............................] - ETA: 19:47 - loss: 2.1174 - acc: 0.1000/9866 [==>...........................] - ETA: 19:53 - loss: 2.1298 - acc: 0.1200/9866 [==>...........................] - ETA: 19:15 - loss: 2.1297 - acc: 0.1400/9866 [===>..........................] - ETA: 18:41 - loss: 2.1327 - acc: 0.1600/9866 [===>..........................] - ETA: 18:07 - loss: 2.1358 - acc: 0.1800/9866 [====>.........................] - ETA: 17:49 - loss: 2.1332 - acc: 0.2000/9866 [=====>........................] - ETA: 17:28 - loss: 2.1297 - acc: 0.2200/9866 [=====>........................] - ETA: 16:57 - loss: 2.1331 - acc: 0.2400/9866 [======>.......................] - ETA: 16:27 - loss: 2.1275 - acc: 0.2600/9866 [======>.......................] - ETA: 15:56 - loss: 2.1272 - acc: 0.2800/9866 [=======>......................] - ETA: 15:39 - loss: 2.1299 - acc: 0.3000/9866 [========>.....................] - ETA: 15:10 - loss: 2.1334 - acc: 0.3200/9866 [========>.....................] - ETA: 14:41 - loss: 2.1376 - acc: 0.3400/9866 [=========>....................] - ETA: 14:12 - loss: 2.1410 - acc: 0.3600/9866 [=========>....................] - ETA: 13:48 - loss: 2.1426 - acc: 0.3800/9866 [==========>...................] - ETA: 13:24 - loss: 2.1404 - acc: 0.4000/9866 [===========>..................] - ETA: 12:55 - loss: 2.1376 - acc: 0.4200/9866 [===========>..................] - ETA: 12:27 - loss: 2.1376 - acc: 0.4400/9866 [============>.................] - ETA: 11:59 - loss: 2.1400 - acc: 0.4600/9866 [============>.................] - ETA: 11:36 - loss: 2.1400 - acc: 0.4800/9866 [=============>................] - ETA: 11:09 - loss: 2.1395 - acc: 0.5000/9866 [==============>...............] - ETA: 10:42 - loss: 2.1387 - acc: 0.5200/9866 [==============>...............] - ETA: 10:14 - loss: 2.1371 - acc: 0.5400/9866 [===============>..............] - ETA: 9:48 - loss: 2.1373 - acc: 0.25600/9866 [================>.............] - ETA: 9:24 - loss: 2.1383 - acc: 0.25800/9866 [================>.............] - ETA: 8:56 - loss: 2.1383 - acc: 0.26000/9866 [=================>............] - ETA: 8:29 - loss: 2.1389 - acc: 0.26200/9866 [=================>............] - ETA: 8:02 - loss: 2.1398 - acc: 0.26400/9866 [==================>...........] - ETA: 7:37 - loss: 2.1411 - acc: 0.26600/9866 [===================>..........] - ETA: 7:11 - loss: 2.1417 - acc: 0.26800/9866 [===================>..........] - ETA: 6:44 - loss: 2.1388 - acc: 0.27000/9866 [====================>.........] - ETA: 6:17 - loss: 2.1400 - acc: 0.27200/9866 [====================>.........] - ETA: 5:51 - loss: 2.1378 - acc: 0.27400/9866 [=====================>........] - ETA: 5:25 - loss: 2.1394 - acc: 0.27600/9866 [======================>.......] - ETA: 4:59 - loss: 2.1395 - acc: 0.27800/9866 [======================>.......] - ETA: 4:32 - loss: 2.1396 - acc: 0.28000/9866 [=======================>......] - ETA: 4:05 - loss: 2.1411 - acc: 0.28200/9866 [=======================>......] - ETA: 3:40 - loss: 2.1397 - acc: 0.28400/9866 [========================>.....] - ETA: 3:13 - loss: 2.1395 - acc: 0.28600/9866 [=========================>....] - ETA: 2:47 - loss: 2.1405 - acc: 0.28800/9866 [=========================>....] - ETA: 2:20 - loss: 2.1390 - acc: 0.29000/9866 [==========================>...] - ETA: 1:54 - loss: 2.1384 - acc: 0.29200/9866 [==========================>...] - ETA: 1:28 - loss: 2.1361 - acc: 0.29400/9866 [===========================>..] - ETA: 1:01 - loss: 2.1341 - acc: 0.29600/9866 [============================>.] - ETA: 35s - loss: 2.1333 - acc: 0.239800/9866 [============================>.] - ETA: 8s - loss: 2.1328 - acc: 0.2379866/9866 [==============================] - 1463s 148ms/step - loss: 2.1329 - acc: 0.2373 - val_loss: 2.1255 - val_acc: 0.2309
Epoch 9/10
200/9866 [..............................] - ETA: 20:26 - loss: 2.1191 - acc: 0. 400/9866 [>.............................] - ETA: 20:00 - loss: 2.0986 - acc: 0. 600/9866 [>.............................] - ETA: 19:35 - loss: 2.1277 - acc: 0. 800/9866 [=>............................] - ETA: 20:00 - loss: 2.1070 - acc: 0.1000/9866 [==>...........................] - ETA: 19:26 - loss: 2.1110 - acc: 0.1200/9866 [==>...........................] - ETA: 18:53 - loss: 2.0994 - acc: 0.1400/9866 [===>..........................] - ETA: 18:21 - loss: 2.1033 - acc: 0.1600/9866 [===>..........................] - ETA: 17:58 - loss: 2.0982 - acc: 0.1800/9866 [====>.........................] - ETA: 17:44 - loss: 2.0968 - acc: 0.2000/9866 [=====>........................] - ETA: 17:15 - loss: 2.1011 - acc: 0.2200/9866 [=====>........................] - ETA: 16:45 - loss: 2.1005 - acc: 0.2400/9866 [======>.......................] - ETA: 16:16 - loss: 2.1059 - acc: 0.2600/9866 [======>.......................] - ETA: 15:58 - loss: 2.1011 - acc: 0.2800/9866 [=======>......................] - ETA: 15:31 - loss: 2.1054 - acc: 0.3000/9866 [========>.....................] - ETA: 15:03 - loss: 2.1007 - acc: 0.3200/9866 [========>.....................] - ETA: 14:35 - loss: 2.1005 - acc: 0.3400/9866 [=========>....................] - ETA: 14:08 - loss: 2.1008 - acc: 0.3600/9866 [=========>....................] - ETA: 13:46 - loss: 2.1050 - acc: 0.3800/9866 [==========>...................] - ETA: 13:18 - loss: 2.1060 - acc: 0.4000/9866 [===========>..................] - ETA: 12:51 - loss: 2.1042 - acc: 0.4200/9866 [===========>..................] - ETA: 12:23 - loss: 2.1041 - acc: 0.4400/9866 [============>.................] - ETA: 12:00 - loss: 2.1059 - acc: 0.4600/9866 [============>.................] - ETA: 11:34 - loss: 2.1065 - acc: 0.4800/9866 [=============>................] - ETA: 11:07 - loss: 2.1038 - acc: 0.5000/9866 [==============>...............] - ETA: 10:39 - loss: 2.1075 - acc: 0.5200/9866 [==============>...............] - ETA: 10:13 - loss: 2.1088 - acc: 0.5400/9866 [===============>..............] - ETA: 9:49 - loss: 2.1067 - acc: 0.25600/9866 [================>.............] - ETA: 9:22 - loss: 2.1072 - acc: 0.25800/9866 [================>.............] - ETA: 8:55 - loss: 2.1073 - acc: 0.26000/9866 [=================>............] - ETA: 8:28 - loss: 2.1069 - acc: 0.26200/9866 [=================>............] - ETA: 8:03 - loss: 2.1070 - acc: 0.26400/9866 [==================>...........] - ETA: 7:37 - loss: 2.1089 - acc: 0.26600/9866 [===================>..........] - ETA: 7:10 - loss: 2.1102 - acc: 0.26800/9866 [===================>..........] - ETA: 6:43 - loss: 2.1108 - acc: 0.27000/9866 [====================>.........] - ETA: 6:17 - loss: 2.1112 - acc: 0.27200/9866 [====================>.........] - ETA: 5:52 - loss: 2.1111 - acc: 0.27400/9866 [=====================>........] - ETA: 5:25 - loss: 2.1120 - acc: 0.27600/9866 [======================>.......] - ETA: 4:58 - loss: 2.1102 - acc: 0.27800/9866 [======================>.......] - ETA: 4:32 - loss: 2.1112 - acc: 0.28000/9866 [=======================>......] - ETA: 4:05 - loss: 2.1107 - acc: 0.28200/9866 [=======================>......] - ETA: 3:39 - loss: 2.1107 - acc: 0.28400/9866 [========================>.....] - ETA: 3:13 - loss: 2.1113 - acc: 0.28600/9866 [=========================>....] - ETA: 2:46 - loss: 2.1090 - acc: 0.28800/9866 [=========================>....] - ETA: 2:20 - loss: 2.1097 - acc: 0.29000/9866 [==========================>...] - ETA: 1:54 - loss: 2.1092 - acc: 0.29200/9866 [==========================>...] - ETA: 1:27 - loss: 2.1079 - acc: 0.29400/9866 [===========================>..] - ETA: 1:01 - loss: 2.1071 - acc: 0.29600/9866 [============================>.] - ETA: 35s - loss: 2.1060 - acc: 0.249800/9866 [============================>.] - ETA: 8s - loss: 2.1057 - acc: 0.2479866/9866 [==============================] - 1459s 148ms/step - loss: 2.1061 - acc: 0.2475 - val_loss: 2.1021 - val_acc: 0.2504
Epoch 10/10
200/9866 [..............................] - ETA: 20:33 - loss: 2.1056 - acc: 0. 400/9866 [>.............................] - ETA: 19:58 - loss: 2.0815 - acc: 0. 600/9866 [>.............................] - ETA: 20:24 - loss: 2.0702 - acc: 0. 800/9866 [=>............................] - ETA: 20:02 - loss: 2.0772 - acc: 0.1000/9866 [==>...........................] - ETA: 19:27 - loss: 2.0880 - acc: 0.1200/9866 [==>...........................] - ETA: 18:52 - loss: 2.0930 - acc: 0.1400/9866 [===>..........................] - ETA: 18:21 - loss: 2.0977 - acc: 0.1600/9866 [===>..........................] - ETA: 18:17 - loss: 2.0936 - acc: 0.1800/9866 [====>.........................] - ETA: 17:45 - loss: 2.0941 - acc: 0.2000/9866 [=====>........................] - ETA: 17:16 - loss: 2.0967 - acc: 0.2200/9866 [=====>........................] - ETA: 16:50 - loss: 2.0953 - acc: 0.2400/9866 [======>.......................] - ETA: 16:30 - loss: 2.0955 - acc: 0.2600/9866 [======>.......................] - ETA: 16:05 - loss: 2.0930 - acc: 0.2800/9866 [=======>......................] - ETA: 15:36 - loss: 2.0909 - acc: 0.3000/9866 [========>.....................] - ETA: 15:06 - loss: 2.0874 - acc: 0.3200/9866 [========>.....................] - ETA: 14:37 - loss: 2.0857 - acc: 0.3400/9866 [=========>....................] - ETA: 14:18 - loss: 2.0886 - acc: 0.3600/9866 [=========>....................] - ETA: 13:49 - loss: 2.0886 - acc: 0.3800/9866 [==========>...................] - ETA: 13:21 - loss: 2.0896 - acc: 0.4000/9866 [===========>..................] - ETA: 12:53 - loss: 2.0905 - acc: 0.4200/9866 [===========>..................] - ETA: 12:28 - loss: 2.0885 - acc: 0.4400/9866 [============>.................] - ETA: 12:04 - loss: 2.0883 - acc: 0.4600/9866 [============>.................] - ETA: 11:36 - loss: 2.0871 - acc: 0.4800/9866 [=============>................] - ETA: 11:08 - loss: 2.0870 - acc: 0.5000/9866 [==============>...............] - ETA: 10:40 - loss: 2.0850 - acc: 0.5200/9866 [==============>...............] - ETA: 10:17 - loss: 2.0841 - acc: 0.5400/9866 [===============>..............] - ETA: 9:50 - loss: 2.0833 - acc: 0.25600/9866 [================>.............] - ETA: 9:23 - loss: 2.0844 - acc: 0.25800/9866 [================>.............] - ETA: 8:56 - loss: 2.0847 - acc: 0.26000/9866 [=================>............] - ETA: 8:30 - loss: 2.0841 - acc: 0.26200/9866 [=================>............] - ETA: 8:05 - loss: 2.0830 - acc: 0.26400/9866 [==================>...........] - ETA: 7:37 - loss: 2.0822 - acc: 0.26600/9866 [===================>..........] - ETA: 7:10 - loss: 2.0808 - acc: 0.26800/9866 [===================>..........] - ETA: 6:43 - loss: 2.0804 - acc: 0.27000/9866 [====================>.........] - ETA: 6:18 - loss: 2.0831 - acc: 0.27200/9866 [====================>.........] - ETA: 5:52 - loss: 2.0835 - acc: 0.27400/9866 [=====================>........] - ETA: 5:25 - loss: 2.0836 - acc: 0.27600/9866 [======================>.......] - ETA: 4:58 - loss: 2.0839 - acc: 0.27800/9866 [======================>.......] - ETA: 4:32 - loss: 2.0850 - acc: 0.28000/9866 [=======================>......] - ETA: 4:06 - loss: 2.0840 - acc: 0.28200/9866 [=======================>......] - ETA: 3:40 - loss: 2.0834 - acc: 0.28400/9866 [========================>.....] - ETA: 3:13 - loss: 2.0839 - acc: 0.28600/9866 [=========================>....] - ETA: 2:47 - loss: 2.0841 - acc: 0.28800/9866 [=========================>....] - ETA: 2:21 - loss: 2.0830 - acc: 0.29000/9866 [==========================>...] - ETA: 1:55 - loss: 2.0825 - acc: 0.29200/9866 [==========================>...] - ETA: 1:28 - loss: 2.0829 - acc: 0.29400/9866 [===========================>..] - ETA: 1:01 - loss: 2.0820 - acc: 0.29600/9866 [============================>.] - ETA: 35s - loss: 2.0838 - acc: 0.269800/9866 [============================>.] - ETA: 8s - loss: 2.0829 - acc: 0.2639866/9866 [==============================] - 1471s 149ms/step - loss: 2.0821 - acc: 0.2629 - val_loss: 2.0818 - val_acc: 0.2519
3347/3347 [==============================] - 171s 51ms/step

Accuracy: 25.81%
Saved model to disk.
Loaded model from disk
3347/3347 [==============================] - 168s 50ms/step
acc: 25.81%

Notes is a web-based application for online taking notes. You can take your notes and share with others people. If you like taking long notes, notes.io is designed for you. To date, over 8,000,000,000+ notes created and continuing...

With notes.io;

* You can take a note from anywhere and any device with internet connection.
* You can share the notes in social platforms (YouTube, Facebook, Twitter, instagram etc.).
* You can quickly share your contents without website, blog and e-mail.
* You don't need to create any Account to share a note. As you wish you can use quick, easy and best shortened notes with sms, websites, e-mail, or messaging services (WhatsApp, iMessage, Telegram, Signal).
* Notes.io has fabulous infrastructure design for a short link and allows you to share the note as an easy and understandable link.

Fast: Notes.io is built for speed and performance. You can take a notes quickly and browse your archive.

Easy: Notes.io doesn’t require installation. Just write and share note!

Short: Notes.io’s url just 8 character. You’ll get shorten link of your note when you want to share. (Ex: notes.io/q )

Free: Notes.io works for 14 years and has been free since the day it was started.

You immediately create your first note and start sharing with the ones you wish. If you want to contact us, you can use the following communication channels;

Email: [email protected]

Twitter: http://twitter.com/notesio

Instagram: http://instagram.com/notes.io

Facebook: http://facebook.com/notesio

Regards;
Notes.io Team

Notes

Notes - notes.io

Shortened Note Link

Long File

Notes