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Masterarbeit/Cluster/gd_10min.out

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2020-07-22 15:10:00.479052: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudart.so.10.2
2020-07-22 15:10:01.694057: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcuda.so.1
2020-07-22 15:10:01.741512: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1683] Found device 0 with properties:
pciBusID: 0000:5e:00.0 name: Tesla V100-PCIE-32GB computeCapability: 7.0
coreClock: 1.38GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 836.37GiB/s
2020-07-22 15:10:01.741540: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudart.so.10.2
2020-07-22 15:10:01.742978: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcublas.so.10
2020-07-22 15:10:01.744513: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcufft.so.10
2020-07-22 15:10:01.744777: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcurand.so.10
2020-07-22 15:10:01.746346: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcusolver.so.10
2020-07-22 15:10:01.747269: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcusparse.so.10
2020-07-22 15:10:01.750841: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudnn.so.7
2020-07-22 15:10:01.754864: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1825] Adding visible gpu devices: 0
2020-07-22 15:10:01.779370: I tensorflow/core/platform/profile_utils/cpu_utils.cc:104] CPU Frequency: 2600000000 Hz
2020-07-22 15:10:01.779525: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x54e6f60 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
2020-07-22 15:10:01.779533: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version
2020-07-22 15:10:01.904227: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5e892c0 initialized for platform CUDA (this does not guarantee that XLA will be used). Devices:
2020-07-22 15:10:01.904249: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Tesla V100-PCIE-32GB, Compute Capability 7.0
2020-07-22 15:10:01.905154: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1683] Found device 0 with properties:
pciBusID: 0000:5e:00.0 name: Tesla V100-PCIE-32GB computeCapability: 7.0
coreClock: 1.38GHz coreCount: 80 deviceMemorySize: 31.75GiB deviceMemoryBandwidth: 836.37GiB/s
2020-07-22 15:10:01.905178: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudart.so.10.2
2020-07-22 15:10:01.905195: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcublas.so.10
2020-07-22 15:10:01.905201: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcufft.so.10
2020-07-22 15:10:01.905208: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcurand.so.10
2020-07-22 15:10:01.905214: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcusolver.so.10
2020-07-22 15:10:01.905220: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcusparse.so.10
2020-07-22 15:10:01.905226: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudnn.so.7
2020-07-22 15:10:01.906694: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1825] Adding visible gpu devices: 0
2020-07-22 15:10:01.906715: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudart.so.10.2
2020-07-22 15:10:02.404971: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1224] Device interconnect StreamExecutor with strength 1 edge matrix:
2020-07-22 15:10:02.405010: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1230] 0
2020-07-22 15:10:02.405016: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1243] 0: N
2020-07-22 15:10:02.406779: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1369] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 30073 MB memory) -> physical GPU (device: 0, name: Tesla V100-PCIE-32GB, pci bus id: 0000:5e:00.0, compute capability: 7.0)
2020-07-22 15:10:03.401057: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcublas.so.10
2020-07-22 15:10:03.893028: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudnn.so.7
2020-07-22 15:10:04.956173: W tensorflow/core/kernels/gpu_utils.cc:49] Failed to allocate memory for convolution redzone checking; skipping this check. This is benign and only means that we won't check cudnn for out-of-bounds reads and writes. This message will only be printed once.
Epoch 1/1875
1/1 [==============================] - ETA: 0s - loss: 2.3014 - accuracy: 0.0971
1/1 [==============================] - 0s 394ms/step - loss: 2.3014 - accuracy: 0.0971 - val_loss: 2.3006 - val_accuracy: 0.0972
Epoch 2/1875
1/1 [==============================] - ETA: 0s - loss: 2.3002 - accuracy: 0.1017
1/1 [==============================] - 0s 102ms/step - loss: 2.3002 - accuracy: 0.1017 - val_loss: 2.2994 - val_accuracy: 0.1017
Epoch 3/1875
1/1 [==============================] - ETA: 0s - loss: 2.2991 - accuracy: 0.1062
1/1 [==============================] - 0s 94ms/step - loss: 2.2991 - accuracy: 0.1062 - val_loss: 2.2983 - val_accuracy: 0.1053
Epoch 4/1875
1/1 [==============================] - ETA: 0s - loss: 2.2979 - accuracy: 0.1102
1/1 [==============================] - 0s 93ms/step - loss: 2.2979 - accuracy: 0.1102 - val_loss: 2.2971 - val_accuracy: 0.1091
Epoch 5/1875
1/1 [==============================] - ETA: 0s - loss: 2.2968 - accuracy: 0.1153
1/1 [==============================] - 0s 98ms/step - loss: 2.2968 - accuracy: 0.1153 - val_loss: 2.2959 - val_accuracy: 0.1139
Epoch 6/1875
1/1 [==============================] - ETA: 0s - loss: 2.2956 - accuracy: 0.1205
1/1 [==============================] - 0s 93ms/step - loss: 2.2956 - accuracy: 0.1205 - val_loss: 2.2947 - val_accuracy: 0.1178
Epoch 7/1875
1/1 [==============================] - ETA: 0s - loss: 2.2945 - accuracy: 0.1257
1/1 [==============================] - 0s 99ms/step - loss: 2.2945 - accuracy: 0.1257 - val_loss: 2.2936 - val_accuracy: 0.1226
Epoch 8/1875
1/1 [==============================] - ETA: 0s - loss: 2.2933 - accuracy: 0.1310
1/1 [==============================] - 0s 93ms/step - loss: 2.2933 - accuracy: 0.1310 - val_loss: 2.2924 - val_accuracy: 0.1276
Epoch 9/1875
1/1 [==============================] - ETA: 0s - loss: 2.2922 - accuracy: 0.1361
1/1 [==============================] - 0s 93ms/step - loss: 2.2922 - accuracy: 0.1361 - val_loss: 2.2912 - val_accuracy: 0.1331
Epoch 10/1875
1/1 [==============================] - ETA: 0s - loss: 2.2910 - accuracy: 0.1413
1/1 [==============================] - 0s 95ms/step - loss: 2.2910 - accuracy: 0.1413 - val_loss: 2.2900 - val_accuracy: 0.1381
Epoch 11/1875
1/1 [==============================] - ETA: 0s - loss: 2.2899 - accuracy: 0.1461
1/1 [==============================] - 0s 98ms/step - loss: 2.2899 - accuracy: 0.1461 - val_loss: 2.2889 - val_accuracy: 0.1446
Epoch 12/1875
1/1 [==============================] - ETA: 0s - loss: 2.2887 - accuracy: 0.1511
1/1 [==============================] - 0s 88ms/step - loss: 2.2887 - accuracy: 0.1511 - val_loss: 2.2877 - val_accuracy: 0.1487
Epoch 13/1875
1/1 [==============================] - ETA: 0s - loss: 2.2875 - accuracy: 0.1554
1/1 [==============================] - 0s 89ms/step - loss: 2.2875 - accuracy: 0.1554 - val_loss: 2.2865 - val_accuracy: 0.1544
Epoch 14/1875
1/1 [==============================] - ETA: 0s - loss: 2.2864 - accuracy: 0.1604
1/1 [==============================] - 0s 84ms/step - loss: 2.2864 - accuracy: 0.1604 - val_loss: 2.2853 - val_accuracy: 0.1593
Epoch 15/1875
1/1 [==============================] - ETA: 0s - loss: 2.2852 - accuracy: 0.1651
1/1 [==============================] - 0s 80ms/step - loss: 2.2852 - accuracy: 0.1651 - val_loss: 2.2841 - val_accuracy: 0.1636
Epoch 16/1875
1/1 [==============================] - ETA: 0s - loss: 2.2841 - accuracy: 0.1692
1/1 [==============================] - 0s 81ms/step - loss: 2.2841 - accuracy: 0.1692 - val_loss: 2.2830 - val_accuracy: 0.1686
Epoch 17/1875
1/1 [==============================] - ETA: 0s - loss: 2.2829 - accuracy: 0.1735
1/1 [==============================] - 0s 80ms/step - loss: 2.2829 - accuracy: 0.1735 - val_loss: 2.2818 - val_accuracy: 0.1728
Epoch 18/1875
1/1 [==============================] - ETA: 0s - loss: 2.2817 - accuracy: 0.1777
1/1 [==============================] - 0s 81ms/step - loss: 2.2817 - accuracy: 0.1777 - val_loss: 2.2806 - val_accuracy: 0.1762
Epoch 19/1875
1/1 [==============================] - ETA: 0s - loss: 2.2806 - accuracy: 0.1819
1/1 [==============================] - 0s 104ms/step - loss: 2.2806 - accuracy: 0.1819 - val_loss: 2.2794 - val_accuracy: 0.1799
Epoch 20/1875
1/1 [==============================] - ETA: 0s - loss: 2.2794 - accuracy: 0.1860
1/1 [==============================] - 0s 157ms/step - loss: 2.2794 - accuracy: 0.1860 - val_loss: 2.2782 - val_accuracy: 0.1842
Epoch 21/1875
1/1 [==============================] - ETA: 0s - loss: 2.2782 - accuracy: 0.1900
1/1 [==============================] - 0s 87ms/step - loss: 2.2782 - accuracy: 0.1900 - val_loss: 2.2770 - val_accuracy: 0.1880
Epoch 22/1875
1/1 [==============================] - ETA: 0s - loss: 2.2770 - accuracy: 0.1940
1/1 [==============================] - 0s 87ms/step - loss: 2.2770 - accuracy: 0.1940 - val_loss: 2.2757 - val_accuracy: 0.1909
Epoch 23/1875
1/1 [==============================] - ETA: 0s - loss: 2.2758 - accuracy: 0.1982
1/1 [==============================] - 0s 86ms/step - loss: 2.2758 - accuracy: 0.1982 - val_loss: 2.2745 - val_accuracy: 0.1946
Epoch 24/1875
1/1 [==============================] - ETA: 0s - loss: 2.2746 - accuracy: 0.2025
1/1 [==============================] - 0s 86ms/step - loss: 2.2746 - accuracy: 0.2025 - val_loss: 2.2733 - val_accuracy: 0.1974
Epoch 25/1875
1/1 [==============================] - ETA: 0s - loss: 2.2734 - accuracy: 0.2059
1/1 [==============================] - 0s 87ms/step - loss: 2.2734 - accuracy: 0.2059 - val_loss: 2.2720 - val_accuracy: 0.2014
Epoch 26/1875
1/1 [==============================] - ETA: 0s - loss: 2.2722 - accuracy: 0.2091
1/1 [==============================] - 0s 88ms/step - loss: 2.2722 - accuracy: 0.2091 - val_loss: 2.2708 - val_accuracy: 0.2047
Epoch 27/1875
1/1 [==============================] - ETA: 0s - loss: 2.2709 - accuracy: 0.2124
1/1 [==============================] - 0s 86ms/step - loss: 2.2709 - accuracy: 0.2124 - val_loss: 2.2695 - val_accuracy: 0.2081
Epoch 28/1875
1/1 [==============================] - ETA: 0s - loss: 2.2697 - accuracy: 0.2154
1/1 [==============================] - 0s 99ms/step - loss: 2.2697 - accuracy: 0.2154 - val_loss: 2.2682 - val_accuracy: 0.2110
Epoch 29/1875
1/1 [==============================] - ETA: 0s - loss: 2.2684 - accuracy: 0.2187
1/1 [==============================] - 0s 78ms/step - loss: 2.2684 - accuracy: 0.2187 - val_loss: 2.2669 - val_accuracy: 0.2140
Epoch 30/1875
1/1 [==============================] - ETA: 0s - loss: 2.2671 - accuracy: 0.2212
1/1 [==============================] - 0s 81ms/step - loss: 2.2671 - accuracy: 0.2212 - val_loss: 2.2656 - val_accuracy: 0.2165
Epoch 31/1875
1/1 [==============================] - ETA: 0s - loss: 2.2658 - accuracy: 0.2246
1/1 [==============================] - 0s 82ms/step - loss: 2.2658 - accuracy: 0.2246 - val_loss: 2.2643 - val_accuracy: 0.2199
Epoch 32/1875
1/1 [==============================] - ETA: 0s - loss: 2.2645 - accuracy: 0.2276
1/1 [==============================] - 0s 80ms/step - loss: 2.2645 - accuracy: 0.2276 - val_loss: 2.2629 - val_accuracy: 0.2240
Epoch 33/1875
1/1 [==============================] - ETA: 0s - loss: 2.2632 - accuracy: 0.2303
1/1 [==============================] - 0s 98ms/step - loss: 2.2632 - accuracy: 0.2303 - val_loss: 2.2616 - val_accuracy: 0.2274
Epoch 34/1875
1/1 [==============================] - ETA: 0s - loss: 2.2619 - accuracy: 0.2330
1/1 [==============================] - 0s 81ms/step - loss: 2.2619 - accuracy: 0.2330 - val_loss: 2.2602 - val_accuracy: 0.2311
Epoch 35/1875
1/1 [==============================] - ETA: 0s - loss: 2.2605 - accuracy: 0.2360
1/1 [==============================] - 0s 99ms/step - loss: 2.2605 - accuracy: 0.2360 - val_loss: 2.2588 - val_accuracy: 0.2339
Epoch 36/1875
1/1 [==============================] - ETA: 0s - loss: 2.2592 - accuracy: 0.2390
1/1 [==============================] - 0s 93ms/step - loss: 2.2592 - accuracy: 0.2390 - val_loss: 2.2574 - val_accuracy: 0.2372
Epoch 37/1875
1/1 [==============================] - ETA: 0s - loss: 2.2578 - accuracy: 0.2416
1/1 [==============================] - 0s 99ms/step - loss: 2.2578 - accuracy: 0.2416 - val_loss: 2.2560 - val_accuracy: 0.2396
Epoch 38/1875
1/1 [==============================] - ETA: 0s - loss: 2.2564 - accuracy: 0.2444
1/1 [==============================] - 0s 81ms/step - loss: 2.2564 - accuracy: 0.2444 - val_loss: 2.2545 - val_accuracy: 0.2427
Epoch 39/1875
1/1 [==============================] - ETA: 0s - loss: 2.2549 - accuracy: 0.2475
1/1 [==============================] - 0s 80ms/step - loss: 2.2549 - accuracy: 0.2475 - val_loss: 2.2531 - val_accuracy: 0.2444
Epoch 40/1875
1/1 [==============================] - ETA: 0s - loss: 2.2535 - accuracy: 0.2502
1/1 [==============================] - 0s 80ms/step - loss: 2.2535 - accuracy: 0.2502 - val_loss: 2.2516 - val_accuracy: 0.2472
Epoch 41/1875
1/1 [==============================] - ETA: 0s - loss: 2.2520 - accuracy: 0.2533
1/1 [==============================] - 0s 87ms/step - loss: 2.2520 - accuracy: 0.2533 - val_loss: 2.2501 - val_accuracy: 0.2502
Epoch 42/1875
1/1 [==============================] - ETA: 0s - loss: 2.2505 - accuracy: 0.2562
1/1 [==============================] - 0s 87ms/step - loss: 2.2505 - accuracy: 0.2562 - val_loss: 2.2485 - val_accuracy: 0.2539
Epoch 43/1875
1/1 [==============================] - ETA: 0s - loss: 2.2490 - accuracy: 0.2594
1/1 [==============================] - 0s 87ms/step - loss: 2.2490 - accuracy: 0.2594 - val_loss: 2.2470 - val_accuracy: 0.2584
Epoch 44/1875
1/1 [==============================] - ETA: 0s - loss: 2.2475 - accuracy: 0.2624
1/1 [==============================] - 0s 81ms/step - loss: 2.2475 - accuracy: 0.2624 - val_loss: 2.2454 - val_accuracy: 0.2620
Epoch 45/1875
1/1 [==============================] - ETA: 0s - loss: 2.2459 - accuracy: 0.2655
1/1 [==============================] - 0s 92ms/step - loss: 2.2459 - accuracy: 0.2655 - val_loss: 2.2438 - val_accuracy: 0.2661
Epoch 46/1875
1/1 [==============================] - ETA: 0s - loss: 2.2444 - accuracy: 0.2688
1/1 [==============================] - 0s 78ms/step - loss: 2.2444 - accuracy: 0.2688 - val_loss: 2.2422 - val_accuracy: 0.2704
Epoch 47/1875
1/1 [==============================] - ETA: 0s - loss: 2.2428 - accuracy: 0.2725
1/1 [==============================] - 0s 80ms/step - loss: 2.2428 - accuracy: 0.2725 - val_loss: 2.2405 - val_accuracy: 0.2735
Epoch 48/1875
1/1 [==============================] - ETA: 0s - loss: 2.2411 - accuracy: 0.2757
1/1 [==============================] - 0s 81ms/step - loss: 2.2411 - accuracy: 0.2757 - val_loss: 2.2389 - val_accuracy: 0.2765
Epoch 49/1875
1/1 [==============================] - ETA: 0s - loss: 2.2395 - accuracy: 0.2788
1/1 [==============================] - 0s 80ms/step - loss: 2.2395 - accuracy: 0.2788 - val_loss: 2.2372 - val_accuracy: 0.2804
Epoch 50/1875
1/1 [==============================] - ETA: 0s - loss: 2.2378 - accuracy: 0.2825
1/1 [==============================] - 0s 88ms/step - loss: 2.2378 - accuracy: 0.2825 - val_loss: 2.2354 - val_accuracy: 0.2826
Epoch 51/1875
1/1 [==============================] - ETA: 0s - loss: 2.2361 - accuracy: 0.2858
1/1 [==============================] - 0s 87ms/step - loss: 2.2361 - accuracy: 0.2858 - val_loss: 2.2337 - val_accuracy: 0.2866
Epoch 52/1875
1/1 [==============================] - ETA: 0s - loss: 2.2344 - accuracy: 0.2891
1/1 [==============================] - 0s 87ms/step - loss: 2.2344 - accuracy: 0.2891 - val_loss: 2.2319 - val_accuracy: 0.2916
Epoch 53/1875
1/1 [==============================] - ETA: 0s - loss: 2.2326 - accuracy: 0.2930
1/1 [==============================] - 0s 99ms/step - loss: 2.2326 - accuracy: 0.2930 - val_loss: 2.2301 - val_accuracy: 0.2952
Epoch 54/1875
1/1 [==============================] - ETA: 0s - loss: 2.2308 - accuracy: 0.2967
1/1 [==============================] - 0s 99ms/step - loss: 2.2308 - accuracy: 0.2967 - val_loss: 2.2283 - val_accuracy: 0.2994
Epoch 55/1875
1/1 [==============================] - ETA: 0s - loss: 2.2290 - accuracy: 0.3011
1/1 [==============================] - 0s 92ms/step - loss: 2.2290 - accuracy: 0.3011 - val_loss: 2.2264 - val_accuracy: 0.3039
Epoch 56/1875
1/1 [==============================] - ETA: 0s - loss: 2.2271 - accuracy: 0.3052
1/1 [==============================] - 0s 80ms/step - loss: 2.2271 - accuracy: 0.3052 - val_loss: 2.2245 - val_accuracy: 0.3078
Epoch 57/1875
1/1 [==============================] - ETA: 0s - loss: 2.2253 - accuracy: 0.3092
1/1 [==============================] - 0s 81ms/step - loss: 2.2253 - accuracy: 0.3092 - val_loss: 2.2225 - val_accuracy: 0.3128
Epoch 58/1875
1/1 [==============================] - ETA: 0s - loss: 2.2233 - accuracy: 0.3136
1/1 [==============================] - 0s 87ms/step - loss: 2.2233 - accuracy: 0.3136 - val_loss: 2.2206 - val_accuracy: 0.3171
Epoch 59/1875
1/1 [==============================] - ETA: 0s - loss: 2.2214 - accuracy: 0.3181
1/1 [==============================] - 0s 80ms/step - loss: 2.2214 - accuracy: 0.3181 - val_loss: 2.2185 - val_accuracy: 0.3220
Epoch 60/1875
1/1 [==============================] - ETA: 0s - loss: 2.2194 - accuracy: 0.3221
1/1 [==============================] - 0s 80ms/step - loss: 2.2194 - accuracy: 0.3221 - val_loss: 2.2165 - val_accuracy: 0.3260
Epoch 61/1875
1/1 [==============================] - ETA: 0s - loss: 2.2174 - accuracy: 0.3260
1/1 [==============================] - 0s 81ms/step - loss: 2.2174 - accuracy: 0.3260 - val_loss: 2.2144 - val_accuracy: 0.3310
Epoch 62/1875
1/1 [==============================] - ETA: 0s - loss: 2.2153 - accuracy: 0.3304
1/1 [==============================] - 0s 93ms/step - loss: 2.2153 - accuracy: 0.3304 - val_loss: 2.2123 - val_accuracy: 0.3361
Epoch 63/1875
1/1 [==============================] - ETA: 0s - loss: 2.2132 - accuracy: 0.3344
1/1 [==============================] - 0s 100ms/step - loss: 2.2132 - accuracy: 0.3344 - val_loss: 2.2101 - val_accuracy: 0.3404
Epoch 64/1875
1/1 [==============================] - ETA: 0s - loss: 2.2111 - accuracy: 0.3386
1/1 [==============================] - 0s 74ms/step - loss: 2.2111 - accuracy: 0.3386 - val_loss: 2.2079 - val_accuracy: 0.3451
Epoch 65/1875
1/1 [==============================] - ETA: 0s - loss: 2.2089 - accuracy: 0.3427
1/1 [==============================] - 0s 80ms/step - loss: 2.2089 - accuracy: 0.3427 - val_loss: 2.2056 - val_accuracy: 0.3491
Epoch 66/1875
1/1 [==============================] - ETA: 0s - loss: 2.2066 - accuracy: 0.3473
1/1 [==============================] - 0s 86ms/step - loss: 2.2066 - accuracy: 0.3473 - val_loss: 2.2033 - val_accuracy: 0.3529
Epoch 67/1875
1/1 [==============================] - ETA: 0s - loss: 2.2044 - accuracy: 0.3511
1/1 [==============================] - 0s 80ms/step - loss: 2.2044 - accuracy: 0.3511 - val_loss: 2.2010 - val_accuracy: 0.3569
Epoch 68/1875
1/1 [==============================] - ETA: 0s - loss: 2.2020 - accuracy: 0.3553
1/1 [==============================] - 0s 83ms/step - loss: 2.2020 - accuracy: 0.3553 - val_loss: 2.1986 - val_accuracy: 0.3615
Epoch 69/1875
1/1 [==============================] - ETA: 0s - loss: 2.1997 - accuracy: 0.3594
1/1 [==============================] - 0s 81ms/step - loss: 2.1997 - accuracy: 0.3594 - val_loss: 2.1961 - val_accuracy: 0.3655
Epoch 70/1875
1/1 [==============================] - ETA: 0s - loss: 2.1972 - accuracy: 0.3637
1/1 [==============================] - 0s 83ms/step - loss: 2.1972 - accuracy: 0.3637 - val_loss: 2.1936 - val_accuracy: 0.3714
Epoch 71/1875
1/1 [==============================] - ETA: 0s - loss: 2.1947 - accuracy: 0.3680
1/1 [==============================] - 0s 86ms/step - loss: 2.1947 - accuracy: 0.3680 - val_loss: 2.1910 - val_accuracy: 0.3757
Epoch 72/1875
1/1 [==============================] - ETA: 0s - loss: 2.1922 - accuracy: 0.3733
1/1 [==============================] - 0s 74ms/step - loss: 2.1922 - accuracy: 0.3733 - val_loss: 2.1884 - val_accuracy: 0.3798
Epoch 73/1875
1/1 [==============================] - ETA: 0s - loss: 2.1896 - accuracy: 0.3778
1/1 [==============================] - 0s 81ms/step - loss: 2.1896 - accuracy: 0.3778 - val_loss: 2.1857 - val_accuracy: 0.3844
Epoch 74/1875
1/1 [==============================] - ETA: 0s - loss: 2.1869 - accuracy: 0.3823
1/1 [==============================] - 0s 80ms/step - loss: 2.1869 - accuracy: 0.3823 - val_loss: 2.1829 - val_accuracy: 0.3885
Epoch 75/1875
1/1 [==============================] - ETA: 0s - loss: 2.1842 - accuracy: 0.3871
1/1 [==============================] - 0s 80ms/step - loss: 2.1842 - accuracy: 0.3871 - val_loss: 2.1801 - val_accuracy: 0.3927
Epoch 76/1875
1/1 [==============================] - ETA: 0s - loss: 2.1814 - accuracy: 0.3927
1/1 [==============================] - 0s 88ms/step - loss: 2.1814 - accuracy: 0.3927 - val_loss: 2.1772 - val_accuracy: 0.3982
Epoch 77/1875
1/1 [==============================] - ETA: 0s - loss: 2.1786 - accuracy: 0.3978
1/1 [==============================] - 0s 87ms/step - loss: 2.1786 - accuracy: 0.3978 - val_loss: 2.1742 - val_accuracy: 0.4038
Epoch 78/1875
1/1 [==============================] - ETA: 0s - loss: 2.1757 - accuracy: 0.4032
1/1 [==============================] - 0s 91ms/step - loss: 2.1757 - accuracy: 0.4032 - val_loss: 2.1712 - val_accuracy: 0.4089
Epoch 79/1875
1/1 [==============================] - ETA: 0s - loss: 2.1727 - accuracy: 0.4083
1/1 [==============================] - 0s 93ms/step - loss: 2.1727 - accuracy: 0.4083 - val_loss: 2.1681 - val_accuracy: 0.4153
Epoch 80/1875
1/1 [==============================] - ETA: 0s - loss: 2.1696 - accuracy: 0.4138
1/1 [==============================] - 0s 99ms/step - loss: 2.1696 - accuracy: 0.4138 - val_loss: 2.1649 - val_accuracy: 0.4224
Epoch 81/1875
1/1 [==============================] - ETA: 0s - loss: 2.1665 - accuracy: 0.4188
1/1 [==============================] - 0s 86ms/step - loss: 2.1665 - accuracy: 0.4188 - val_loss: 2.1616 - val_accuracy: 0.4284
Epoch 82/1875
1/1 [==============================] - ETA: 0s - loss: 2.1633 - accuracy: 0.4243
1/1 [==============================] - 0s 89ms/step - loss: 2.1633 - accuracy: 0.4243 - val_loss: 2.1583 - val_accuracy: 0.4348
Epoch 83/1875
1/1 [==============================] - ETA: 0s - loss: 2.1600 - accuracy: 0.4302
1/1 [==============================] - 0s 87ms/step - loss: 2.1600 - accuracy: 0.4302 - val_loss: 2.1549 - val_accuracy: 0.4411
Epoch 84/1875
1/1 [==============================] - ETA: 0s - loss: 2.1566 - accuracy: 0.4358
1/1 [==============================] - 0s 81ms/step - loss: 2.1566 - accuracy: 0.4358 - val_loss: 2.1513 - val_accuracy: 0.4474
Epoch 85/1875
1/1 [==============================] - ETA: 0s - loss: 2.1531 - accuracy: 0.4416
1/1 [==============================] - 0s 81ms/step - loss: 2.1531 - accuracy: 0.4416 - val_loss: 2.1477 - val_accuracy: 0.4520
Epoch 86/1875
1/1 [==============================] - ETA: 0s - loss: 2.1496 - accuracy: 0.4479
1/1 [==============================] - 0s 81ms/step - loss: 2.1496 - accuracy: 0.4479 - val_loss: 2.1440 - val_accuracy: 0.4600
Epoch 87/1875
1/1 [==============================] - ETA: 0s - loss: 2.1460 - accuracy: 0.4537
1/1 [==============================] - 0s 80ms/step - loss: 2.1460 - accuracy: 0.4537 - val_loss: 2.1402 - val_accuracy: 0.4662
Epoch 88/1875
1/1 [==============================] - ETA: 0s - loss: 2.1422 - accuracy: 0.4599
1/1 [==============================] - 0s 80ms/step - loss: 2.1422 - accuracy: 0.4599 - val_loss: 2.1363 - val_accuracy: 0.4722
Epoch 89/1875
1/1 [==============================] - ETA: 0s - loss: 2.1384 - accuracy: 0.4657
1/1 [==============================] - 0s 99ms/step - loss: 2.1384 - accuracy: 0.4657 - val_loss: 2.1323 - val_accuracy: 0.4792
Epoch 90/1875
1/1 [==============================] - ETA: 0s - loss: 2.1345 - accuracy: 0.4721
1/1 [==============================] - 0s 74ms/step - loss: 2.1345 - accuracy: 0.4721 - val_loss: 2.1282 - val_accuracy: 0.4865
Epoch 91/1875
1/1 [==============================] - ETA: 0s - loss: 2.1304 - accuracy: 0.4783
1/1 [==============================] - 0s 80ms/step - loss: 2.1304 - accuracy: 0.4783 - val_loss: 2.1240 - val_accuracy: 0.4932
Epoch 92/1875
1/1 [==============================] - ETA: 0s - loss: 2.1263 - accuracy: 0.4856
1/1 [==============================] - 0s 81ms/step - loss: 2.1263 - accuracy: 0.4856 - val_loss: 2.1196 - val_accuracy: 0.5002
Epoch 93/1875
1/1 [==============================] - ETA: 0s - loss: 2.1220 - accuracy: 0.4922
1/1 [==============================] - 0s 80ms/step - loss: 2.1220 - accuracy: 0.4922 - val_loss: 2.1152 - val_accuracy: 0.5075
Epoch 94/1875
1/1 [==============================] - ETA: 0s - loss: 2.1176 - accuracy: 0.4992
1/1 [==============================] - 0s 80ms/step - loss: 2.1176 - accuracy: 0.4992 - val_loss: 2.1106 - val_accuracy: 0.5135
Epoch 95/1875
1/1 [==============================] - ETA: 0s - loss: 2.1131 - accuracy: 0.5060
1/1 [==============================] - 0s 80ms/step - loss: 2.1131 - accuracy: 0.5060 - val_loss: 2.1059 - val_accuracy: 0.5192
Epoch 96/1875
1/1 [==============================] - ETA: 0s - loss: 2.1085 - accuracy: 0.5130
1/1 [==============================] - 0s 84ms/step - loss: 2.1085 - accuracy: 0.5130 - val_loss: 2.1010 - val_accuracy: 0.5258
Epoch 97/1875
1/1 [==============================] - ETA: 0s - loss: 2.1037 - accuracy: 0.5198
1/1 [==============================] - 0s 86ms/step - loss: 2.1037 - accuracy: 0.5198 - val_loss: 2.0960 - val_accuracy: 0.5335
Epoch 98/1875
1/1 [==============================] - ETA: 0s - loss: 2.0988 - accuracy: 0.5269
1/1 [==============================] - 0s 74ms/step - loss: 2.0988 - accuracy: 0.5269 - val_loss: 2.0909 - val_accuracy: 0.5407
Epoch 99/1875
1/1 [==============================] - ETA: 0s - loss: 2.0937 - accuracy: 0.5336
1/1 [==============================] - 0s 83ms/step - loss: 2.0937 - accuracy: 0.5336 - val_loss: 2.0856 - val_accuracy: 0.5479
Epoch 100/1875
1/1 [==============================] - ETA: 0s - loss: 2.0886 - accuracy: 0.5400
1/1 [==============================] - 0s 80ms/step - loss: 2.0886 - accuracy: 0.5400 - val_loss: 2.0802 - val_accuracy: 0.5547
Epoch 101/1875
1/1 [==============================] - ETA: 0s - loss: 2.0832 - accuracy: 0.5468
1/1 [==============================] - 0s 80ms/step - loss: 2.0832 - accuracy: 0.5468 - val_loss: 2.0747 - val_accuracy: 0.5623
Epoch 102/1875
1/1 [==============================] - ETA: 0s - loss: 2.0778 - accuracy: 0.5535
1/1 [==============================] - 0s 82ms/step - loss: 2.0778 - accuracy: 0.5535 - val_loss: 2.0690 - val_accuracy: 0.5695
Epoch 103/1875
1/1 [==============================] - ETA: 0s - loss: 2.0722 - accuracy: 0.5594
1/1 [==============================] - 0s 80ms/step - loss: 2.0722 - accuracy: 0.5594 - val_loss: 2.0631 - val_accuracy: 0.5752
Epoch 104/1875
1/1 [==============================] - ETA: 0s - loss: 2.0664 - accuracy: 0.5657
1/1 [==============================] - 0s 80ms/step - loss: 2.0664 - accuracy: 0.5657 - val_loss: 2.0571 - val_accuracy: 0.5819
Epoch 105/1875
1/1 [==============================] - ETA: 0s - loss: 2.0605 - accuracy: 0.5724
1/1 [==============================] - 0s 94ms/step - loss: 2.0605 - accuracy: 0.5724 - val_loss: 2.0509 - val_accuracy: 0.5890
Epoch 106/1875
1/1 [==============================] - ETA: 0s - loss: 2.0544 - accuracy: 0.5789
1/1 [==============================] - 0s 98ms/step - loss: 2.0544 - accuracy: 0.5789 - val_loss: 2.0446 - val_accuracy: 0.5954
Epoch 107/1875
1/1 [==============================] - ETA: 0s - loss: 2.0482 - accuracy: 0.5854
1/1 [==============================] - 0s 74ms/step - loss: 2.0482 - accuracy: 0.5854 - val_loss: 2.0380 - val_accuracy: 0.6003
Epoch 108/1875
1/1 [==============================] - ETA: 0s - loss: 2.0418 - accuracy: 0.5919
1/1 [==============================] - 0s 81ms/step - loss: 2.0418 - accuracy: 0.5919 - val_loss: 2.0313 - val_accuracy: 0.6055
Epoch 109/1875
1/1 [==============================] - ETA: 0s - loss: 2.0352 - accuracy: 0.5976
1/1 [==============================] - 0s 81ms/step - loss: 2.0352 - accuracy: 0.5976 - val_loss: 2.0244 - val_accuracy: 0.6121
Epoch 110/1875
1/1 [==============================] - ETA: 0s - loss: 2.0284 - accuracy: 0.6037
1/1 [==============================] - 0s 81ms/step - loss: 2.0284 - accuracy: 0.6037 - val_loss: 2.0173 - val_accuracy: 0.6189
Epoch 111/1875
1/1 [==============================] - ETA: 0s - loss: 2.0215 - accuracy: 0.6094
1/1 [==============================] - 0s 80ms/step - loss: 2.0215 - accuracy: 0.6094 - val_loss: 2.0101 - val_accuracy: 0.6257
Epoch 112/1875
1/1 [==============================] - ETA: 0s - loss: 2.0143 - accuracy: 0.6152
1/1 [==============================] - 0s 81ms/step - loss: 2.0143 - accuracy: 0.6152 - val_loss: 2.0026 - val_accuracy: 0.6319
Epoch 113/1875
1/1 [==============================] - ETA: 0s - loss: 2.0069 - accuracy: 0.6203
1/1 [==============================] - 0s 87ms/step - loss: 2.0069 - accuracy: 0.6203 - val_loss: 1.9948 - val_accuracy: 0.6373
Epoch 114/1875
1/1 [==============================] - ETA: 0s - loss: 1.9994 - accuracy: 0.6261
1/1 [==============================] - 0s 93ms/step - loss: 1.9994 - accuracy: 0.6261 - val_loss: 1.9869 - val_accuracy: 0.6419
Epoch 115/1875
1/1 [==============================] - ETA: 0s - loss: 1.9916 - accuracy: 0.6312
1/1 [==============================] - 0s 105ms/step - loss: 1.9916 - accuracy: 0.6312 - val_loss: 1.9787 - val_accuracy: 0.6471
Epoch 116/1875
1/1 [==============================] - ETA: 0s - loss: 1.9835 - accuracy: 0.6368
1/1 [==============================] - 0s 77ms/step - loss: 1.9835 - accuracy: 0.6368 - val_loss: 1.9702 - val_accuracy: 0.6530
Epoch 117/1875
1/1 [==============================] - ETA: 0s - loss: 1.9752 - accuracy: 0.6423
1/1 [==============================] - 0s 87ms/step - loss: 1.9752 - accuracy: 0.6423 - val_loss: 1.9616 - val_accuracy: 0.6583
Epoch 118/1875
1/1 [==============================] - ETA: 0s - loss: 1.9667 - accuracy: 0.6476
1/1 [==============================] - 0s 81ms/step - loss: 1.9667 - accuracy: 0.6476 - val_loss: 1.9527 - val_accuracy: 0.6636
Epoch 119/1875
1/1 [==============================] - ETA: 0s - loss: 1.9580 - accuracy: 0.6520
1/1 [==============================] - 0s 81ms/step - loss: 1.9580 - accuracy: 0.6520 - val_loss: 1.9435 - val_accuracy: 0.6690
Epoch 120/1875
1/1 [==============================] - ETA: 0s - loss: 1.9490 - accuracy: 0.6573
1/1 [==============================] - 0s 87ms/step - loss: 1.9490 - accuracy: 0.6573 - val_loss: 1.9342 - val_accuracy: 0.6727
Epoch 121/1875
1/1 [==============================] - ETA: 0s - loss: 1.9398 - accuracy: 0.6610
1/1 [==============================] - 0s 81ms/step - loss: 1.9398 - accuracy: 0.6610 - val_loss: 1.9246 - val_accuracy: 0.6766
Epoch 122/1875
1/1 [==============================] - ETA: 0s - loss: 1.9304 - accuracy: 0.6654
1/1 [==============================] - 0s 87ms/step - loss: 1.9304 - accuracy: 0.6654 - val_loss: 1.9148 - val_accuracy: 0.6805
Epoch 123/1875
1/1 [==============================] - ETA: 0s - loss: 1.9208 - accuracy: 0.6693
1/1 [==============================] - 0s 85ms/step - loss: 1.9208 - accuracy: 0.6693 - val_loss: 1.9047 - val_accuracy: 0.6841
Epoch 124/1875
1/1 [==============================] - ETA: 0s - loss: 1.9109 - accuracy: 0.6721
1/1 [==============================] - 0s 74ms/step - loss: 1.9109 - accuracy: 0.6721 - val_loss: 1.8944 - val_accuracy: 0.6875
Epoch 125/1875
1/1 [==============================] - ETA: 0s - loss: 1.9008 - accuracy: 0.6752
1/1 [==============================] - 0s 80ms/step - loss: 1.9008 - accuracy: 0.6752 - val_loss: 1.8838 - val_accuracy: 0.6896
Epoch 126/1875
1/1 [==============================] - ETA: 0s - loss: 1.8904 - accuracy: 0.6777
1/1 [==============================] - 0s 80ms/step - loss: 1.8904 - accuracy: 0.6777 - val_loss: 1.8729 - val_accuracy: 0.6916
Epoch 127/1875
1/1 [==============================] - ETA: 0s - loss: 1.8798 - accuracy: 0.6803
1/1 [==============================] - 0s 82ms/step - loss: 1.8798 - accuracy: 0.6803 - val_loss: 1.8618 - val_accuracy: 0.6936
Epoch 128/1875
1/1 [==============================] - ETA: 0s - loss: 1.8689 - accuracy: 0.6829
1/1 [==============================] - 0s 80ms/step - loss: 1.8689 - accuracy: 0.6829 - val_loss: 1.8504 - val_accuracy: 0.6959
Epoch 129/1875
1/1 [==============================] - ETA: 0s - loss: 1.8577 - accuracy: 0.6856
1/1 [==============================] - 0s 80ms/step - loss: 1.8577 - accuracy: 0.6856 - val_loss: 1.8387 - val_accuracy: 0.6993
Epoch 130/1875
1/1 [==============================] - ETA: 0s - loss: 1.8462 - accuracy: 0.6879
1/1 [==============================] - 0s 93ms/step - loss: 1.8462 - accuracy: 0.6879 - val_loss: 1.8268 - val_accuracy: 0.7018
Epoch 131/1875
1/1 [==============================] - ETA: 0s - loss: 1.8345 - accuracy: 0.6899
1/1 [==============================] - 0s 93ms/step - loss: 1.8345 - accuracy: 0.6899 - val_loss: 1.8145 - val_accuracy: 0.7046
Epoch 132/1875
1/1 [==============================] - ETA: 0s - loss: 1.8225 - accuracy: 0.6926
1/1 [==============================] - 0s 98ms/step - loss: 1.8225 - accuracy: 0.6926 - val_loss: 1.8020 - val_accuracy: 0.7074
Epoch 133/1875
1/1 [==============================] - ETA: 0s - loss: 1.8102 - accuracy: 0.6954
1/1 [==============================] - 0s 75ms/step - loss: 1.8102 - accuracy: 0.6954 - val_loss: 1.7891 - val_accuracy: 0.7090
Epoch 134/1875
1/1 [==============================] - ETA: 0s - loss: 1.7976 - accuracy: 0.6975
1/1 [==============================] - 0s 80ms/step - loss: 1.7976 - accuracy: 0.6975 - val_loss: 1.7760 - val_accuracy: 0.7115
Epoch 135/1875
1/1 [==============================] - ETA: 0s - loss: 1.7846 - accuracy: 0.7002
1/1 [==============================] - 0s 80ms/step - loss: 1.7846 - accuracy: 0.7002 - val_loss: 1.7625 - val_accuracy: 0.7141
Epoch 136/1875
1/1 [==============================] - ETA: 0s - loss: 1.7715 - accuracy: 0.7035
1/1 [==============================] - 0s 83ms/step - loss: 1.7715 - accuracy: 0.7035 - val_loss: 1.7488 - val_accuracy: 0.7170
Epoch 137/1875
1/1 [==============================] - ETA: 0s - loss: 1.7580 - accuracy: 0.7056
1/1 [==============================] - 0s 80ms/step - loss: 1.7580 - accuracy: 0.7056 - val_loss: 1.7347 - val_accuracy: 0.7191
Epoch 138/1875
1/1 [==============================] - ETA: 0s - loss: 1.7442 - accuracy: 0.7082
1/1 [==============================] - 0s 80ms/step - loss: 1.7442 - accuracy: 0.7082 - val_loss: 1.7203 - val_accuracy: 0.7214
Epoch 139/1875
1/1 [==============================] - ETA: 0s - loss: 1.7301 - accuracy: 0.7098
1/1 [==============================] - 0s 80ms/step - loss: 1.7301 - accuracy: 0.7098 - val_loss: 1.7057 - val_accuracy: 0.7226
Epoch 140/1875
1/1 [==============================] - ETA: 0s - loss: 1.7157 - accuracy: 0.7121
1/1 [==============================] - 0s 82ms/step - loss: 1.7157 - accuracy: 0.7121 - val_loss: 1.6907 - val_accuracy: 0.7251
Epoch 141/1875
1/1 [==============================] - ETA: 0s - loss: 1.7010 - accuracy: 0.7143
1/1 [==============================] - 0s 99ms/step - loss: 1.7010 - accuracy: 0.7143 - val_loss: 1.6755 - val_accuracy: 0.7264
Epoch 142/1875
1/1 [==============================] - ETA: 0s - loss: 1.6861 - accuracy: 0.7167
1/1 [==============================] - 0s 74ms/step - loss: 1.6861 - accuracy: 0.7167 - val_loss: 1.6600 - val_accuracy: 0.7293
Epoch 143/1875
1/1 [==============================] - ETA: 0s - loss: 1.6709 - accuracy: 0.7191
1/1 [==============================] - 0s 80ms/step - loss: 1.6709 - accuracy: 0.7191 - val_loss: 1.6442 - val_accuracy: 0.7311
Epoch 144/1875
1/1 [==============================] - ETA: 0s - loss: 1.6554 - accuracy: 0.7210
1/1 [==============================] - 0s 81ms/step - loss: 1.6554 - accuracy: 0.7210 - val_loss: 1.6282 - val_accuracy: 0.7327
Epoch 145/1875
1/1 [==============================] - ETA: 0s - loss: 1.6397 - accuracy: 0.7228
1/1 [==============================] - 0s 80ms/step - loss: 1.6397 - accuracy: 0.7228 - val_loss: 1.6119 - val_accuracy: 0.7355
Epoch 146/1875
1/1 [==============================] - ETA: 0s - loss: 1.6237 - accuracy: 0.7251
1/1 [==============================] - 0s 80ms/step - loss: 1.6237 - accuracy: 0.7251 - val_loss: 1.5954 - val_accuracy: 0.7373
Epoch 147/1875
1/1 [==============================] - ETA: 0s - loss: 1.6075 - accuracy: 0.7275
1/1 [==============================] - 0s 88ms/step - loss: 1.6075 - accuracy: 0.7275 - val_loss: 1.5787 - val_accuracy: 0.7398
Epoch 148/1875
1/1 [==============================] - ETA: 0s - loss: 1.5911 - accuracy: 0.7295
1/1 [==============================] - 0s 87ms/step - loss: 1.5911 - accuracy: 0.7295 - val_loss: 1.5617 - val_accuracy: 0.7424
Epoch 149/1875
1/1 [==============================] - ETA: 0s - loss: 1.5745 - accuracy: 0.7321
1/1 [==============================] - 0s 99ms/step - loss: 1.5745 - accuracy: 0.7321 - val_loss: 1.5446 - val_accuracy: 0.7448
Epoch 150/1875
1/1 [==============================] - ETA: 0s - loss: 1.5577 - accuracy: 0.7343
1/1 [==============================] - 0s 75ms/step - loss: 1.5577 - accuracy: 0.7343 - val_loss: 1.5273 - val_accuracy: 0.7483
Epoch 151/1875
1/1 [==============================] - ETA: 0s - loss: 1.5408 - accuracy: 0.7368
1/1 [==============================] - 0s 82ms/step - loss: 1.5408 - accuracy: 0.7368 - val_loss: 1.5098 - val_accuracy: 0.7506
Epoch 152/1875
1/1 [==============================] - ETA: 0s - loss: 1.5236 - accuracy: 0.7389
1/1 [==============================] - 0s 81ms/step - loss: 1.5236 - accuracy: 0.7389 - val_loss: 1.4922 - val_accuracy: 0.7522
Epoch 153/1875
1/1 [==============================] - ETA: 0s - loss: 1.5063 - accuracy: 0.7407
1/1 [==============================] - 0s 81ms/step - loss: 1.5063 - accuracy: 0.7407 - val_loss: 1.4744 - val_accuracy: 0.7542
Epoch 154/1875
1/1 [==============================] - ETA: 0s - loss: 1.4889 - accuracy: 0.7429
1/1 [==============================] - 0s 92ms/step - loss: 1.4889 - accuracy: 0.7429 - val_loss: 1.4565 - val_accuracy: 0.7561
Epoch 155/1875
1/1 [==============================] - ETA: 0s - loss: 1.4713 - accuracy: 0.7451
1/1 [==============================] - 0s 87ms/step - loss: 1.4713 - accuracy: 0.7451 - val_loss: 1.4385 - val_accuracy: 0.7588
Epoch 156/1875
1/1 [==============================] - ETA: 0s - loss: 1.4537 - accuracy: 0.7473
1/1 [==============================] - 0s 81ms/step - loss: 1.4537 - accuracy: 0.7473 - val_loss: 1.4204 - val_accuracy: 0.7602
Epoch 157/1875
1/1 [==============================] - ETA: 0s - loss: 1.4360 - accuracy: 0.7494
1/1 [==============================] - 0s 93ms/step - loss: 1.4360 - accuracy: 0.7494 - val_loss: 1.4023 - val_accuracy: 0.7629
Epoch 158/1875
1/1 [==============================] - ETA: 0s - loss: 1.4182 - accuracy: 0.7513
1/1 [==============================] - 0s 99ms/step - loss: 1.4182 - accuracy: 0.7513 - val_loss: 1.3841 - val_accuracy: 0.7645
Epoch 159/1875
1/1 [==============================] - ETA: 0s - loss: 1.4003 - accuracy: 0.7534
1/1 [==============================] - 0s 75ms/step - loss: 1.4003 - accuracy: 0.7534 - val_loss: 1.3659 - val_accuracy: 0.7660
Epoch 160/1875
1/1 [==============================] - ETA: 0s - loss: 1.3825 - accuracy: 0.7555
1/1 [==============================] - 0s 80ms/step - loss: 1.3825 - accuracy: 0.7555 - val_loss: 1.3477 - val_accuracy: 0.7666
Epoch 161/1875
1/1 [==============================] - ETA: 0s - loss: 1.3646 - accuracy: 0.7573
1/1 [==============================] - 0s 80ms/step - loss: 1.3646 - accuracy: 0.7573 - val_loss: 1.3296 - val_accuracy: 0.7679
Epoch 162/1875
1/1 [==============================] - ETA: 0s - loss: 1.3468 - accuracy: 0.7593
1/1 [==============================] - 0s 80ms/step - loss: 1.3468 - accuracy: 0.7593 - val_loss: 1.3114 - val_accuracy: 0.7712
Epoch 163/1875
1/1 [==============================] - ETA: 0s - loss: 1.3290 - accuracy: 0.7613
1/1 [==============================] - 0s 80ms/step - loss: 1.3290 - accuracy: 0.7613 - val_loss: 1.2934 - val_accuracy: 0.7728
Epoch 164/1875
1/1 [==============================] - ETA: 0s - loss: 1.3112 - accuracy: 0.7632
1/1 [==============================] - 0s 81ms/step - loss: 1.3112 - accuracy: 0.7632 - val_loss: 1.2754 - val_accuracy: 0.7747
Epoch 165/1875
1/1 [==============================] - ETA: 0s - loss: 1.2936 - accuracy: 0.7647
1/1 [==============================] - 0s 80ms/step - loss: 1.2936 - accuracy: 0.7647 - val_loss: 1.2575 - val_accuracy: 0.7769
Epoch 166/1875
1/1 [==============================] - ETA: 0s - loss: 1.2760 - accuracy: 0.7666
1/1 [==============================] - 0s 80ms/step - loss: 1.2760 - accuracy: 0.7666 - val_loss: 1.2398 - val_accuracy: 0.7794
Epoch 167/1875
1/1 [==============================] - ETA: 0s - loss: 1.2585 - accuracy: 0.7684
1/1 [==============================] - 0s 98ms/step - loss: 1.2585 - accuracy: 0.7684 - val_loss: 1.2222 - val_accuracy: 0.7812
Epoch 168/1875
1/1 [==============================] - ETA: 0s - loss: 1.2412 - accuracy: 0.7700
1/1 [==============================] - 0s 74ms/step - loss: 1.2412 - accuracy: 0.7700 - val_loss: 1.2047 - val_accuracy: 0.7827
Epoch 169/1875
1/1 [==============================] - ETA: 0s - loss: 1.2240 - accuracy: 0.7718
1/1 [==============================] - 0s 80ms/step - loss: 1.2240 - accuracy: 0.7718 - val_loss: 1.1874 - val_accuracy: 0.7836
Epoch 170/1875
1/1 [==============================] - ETA: 0s - loss: 1.2070 - accuracy: 0.7734
1/1 [==============================] - 0s 80ms/step - loss: 1.2070 - accuracy: 0.7734 - val_loss: 1.1703 - val_accuracy: 0.7846
Epoch 171/1875
1/1 [==============================] - ETA: 0s - loss: 1.1902 - accuracy: 0.7755
1/1 [==============================] - 0s 80ms/step - loss: 1.1902 - accuracy: 0.7755 - val_loss: 1.1535 - val_accuracy: 0.7860
Epoch 172/1875
1/1 [==============================] - ETA: 0s - loss: 1.1736 - accuracy: 0.7771
1/1 [==============================] - 0s 80ms/step - loss: 1.1736 - accuracy: 0.7771 - val_loss: 1.1368 - val_accuracy: 0.7877
Epoch 173/1875
1/1 [==============================] - ETA: 0s - loss: 1.1572 - accuracy: 0.7787
1/1 [==============================] - 0s 80ms/step - loss: 1.1572 - accuracy: 0.7787 - val_loss: 1.1204 - val_accuracy: 0.7894
Epoch 174/1875
1/1 [==============================] - ETA: 0s - loss: 1.1410 - accuracy: 0.7802
1/1 [==============================] - 0s 80ms/step - loss: 1.1410 - accuracy: 0.7802 - val_loss: 1.1042 - val_accuracy: 0.7904
Epoch 175/1875
1/1 [==============================] - ETA: 0s - loss: 1.1250 - accuracy: 0.7818
1/1 [==============================] - 0s 85ms/step - loss: 1.1250 - accuracy: 0.7818 - val_loss: 1.0883 - val_accuracy: 0.7916
Epoch 176/1875
1/1 [==============================] - ETA: 0s - loss: 1.1093 - accuracy: 0.7835
1/1 [==============================] - 0s 75ms/step - loss: 1.1093 - accuracy: 0.7835 - val_loss: 1.0726 - val_accuracy: 0.7930
Epoch 177/1875
1/1 [==============================] - ETA: 0s - loss: 1.0938 - accuracy: 0.7851
1/1 [==============================] - 0s 76ms/step - loss: 1.0938 - accuracy: 0.7851 - val_loss: 1.0572 - val_accuracy: 0.7939
Epoch 178/1875
1/1 [==============================] - ETA: 0s - loss: 1.0786 - accuracy: 0.7868
1/1 [==============================] - 0s 81ms/step - loss: 1.0786 - accuracy: 0.7868 - val_loss: 1.0421 - val_accuracy: 0.7962
Epoch 179/1875
1/1 [==============================] - ETA: 0s - loss: 1.0637 - accuracy: 0.7880
1/1 [==============================] - 0s 80ms/step - loss: 1.0637 - accuracy: 0.7880 - val_loss: 1.0273 - val_accuracy: 0.7972
Epoch 180/1875
1/1 [==============================] - ETA: 0s - loss: 1.0490 - accuracy: 0.7890
1/1 [==============================] - 0s 81ms/step - loss: 1.0490 - accuracy: 0.7890 - val_loss: 1.0128 - val_accuracy: 0.7984
Epoch 181/1875
1/1 [==============================] - ETA: 0s - loss: 1.0347 - accuracy: 0.7901
1/1 [==============================] - 0s 82ms/step - loss: 1.0347 - accuracy: 0.7901 - val_loss: 0.9986 - val_accuracy: 0.8001
Epoch 182/1875
1/1 [==============================] - ETA: 0s - loss: 1.0206 - accuracy: 0.7917
1/1 [==============================] - 0s 82ms/step - loss: 1.0206 - accuracy: 0.7917 - val_loss: 0.9847 - val_accuracy: 0.8011
Epoch 183/1875
1/1 [==============================] - ETA: 0s - loss: 1.0068 - accuracy: 0.7930
1/1 [==============================] - 0s 93ms/step - loss: 1.0068 - accuracy: 0.7930 - val_loss: 0.9710 - val_accuracy: 0.8016
Epoch 184/1875
1/1 [==============================] - ETA: 0s - loss: 0.9933 - accuracy: 0.7943
1/1 [==============================] - 0s 98ms/step - loss: 0.9933 - accuracy: 0.7943 - val_loss: 0.9577 - val_accuracy: 0.8028
Epoch 185/1875
1/1 [==============================] - ETA: 0s - loss: 0.9801 - accuracy: 0.7959
1/1 [==============================] - 0s 74ms/step - loss: 0.9801 - accuracy: 0.7959 - val_loss: 0.9447 - val_accuracy: 0.8040
Epoch 186/1875
1/1 [==============================] - ETA: 0s - loss: 0.9671 - accuracy: 0.7973
1/1 [==============================] - 0s 75ms/step - loss: 0.9671 - accuracy: 0.7973 - val_loss: 0.9320 - val_accuracy: 0.8056
Epoch 187/1875
1/1 [==============================] - ETA: 0s - loss: 0.9545 - accuracy: 0.7986
1/1 [==============================] - 0s 80ms/step - loss: 0.9545 - accuracy: 0.7986 - val_loss: 0.9196 - val_accuracy: 0.8074
Epoch 188/1875
1/1 [==============================] - ETA: 0s - loss: 0.9422 - accuracy: 0.7999
1/1 [==============================] - 0s 81ms/step - loss: 0.9422 - accuracy: 0.7999 - val_loss: 0.9074 - val_accuracy: 0.8083
Epoch 189/1875
1/1 [==============================] - ETA: 0s - loss: 0.9301 - accuracy: 0.8013
1/1 [==============================] - 0s 80ms/step - loss: 0.9301 - accuracy: 0.8013 - val_loss: 0.8956 - val_accuracy: 0.8105
Epoch 190/1875
1/1 [==============================] - ETA: 0s - loss: 0.9183 - accuracy: 0.8028
1/1 [==============================] - 0s 80ms/step - loss: 0.9183 - accuracy: 0.8028 - val_loss: 0.8840 - val_accuracy: 0.8121
Epoch 191/1875
1/1 [==============================] - ETA: 0s - loss: 0.9068 - accuracy: 0.8041
1/1 [==============================] - 0s 88ms/step - loss: 0.9068 - accuracy: 0.8041 - val_loss: 0.8728 - val_accuracy: 0.8133
Epoch 192/1875
1/1 [==============================] - ETA: 0s - loss: 0.8956 - accuracy: 0.8052
1/1 [==============================] - 0s 80ms/step - loss: 0.8956 - accuracy: 0.8052 - val_loss: 0.8618 - val_accuracy: 0.8144
Epoch 193/1875
1/1 [==============================] - ETA: 0s - loss: 0.8847 - accuracy: 0.8064
1/1 [==============================] - 0s 100ms/step - loss: 0.8847 - accuracy: 0.8064 - val_loss: 0.8511 - val_accuracy: 0.8153
Epoch 194/1875
1/1 [==============================] - ETA: 0s - loss: 0.8740 - accuracy: 0.8077
1/1 [==============================] - 0s 75ms/step - loss: 0.8740 - accuracy: 0.8077 - val_loss: 0.8406 - val_accuracy: 0.8166
Epoch 195/1875
1/1 [==============================] - ETA: 0s - loss: 0.8636 - accuracy: 0.8089
1/1 [==============================] - 0s 74ms/step - loss: 0.8636 - accuracy: 0.8089 - val_loss: 0.8305 - val_accuracy: 0.8174
Epoch 196/1875
1/1 [==============================] - ETA: 0s - loss: 0.8535 - accuracy: 0.8098
1/1 [==============================] - 0s 81ms/step - loss: 0.8535 - accuracy: 0.8098 - val_loss: 0.8206 - val_accuracy: 0.8187
Epoch 197/1875
1/1 [==============================] - ETA: 0s - loss: 0.8436 - accuracy: 0.8110
1/1 [==============================] - 0s 81ms/step - loss: 0.8436 - accuracy: 0.8110 - val_loss: 0.8109 - val_accuracy: 0.8205
Epoch 198/1875
1/1 [==============================] - ETA: 0s - loss: 0.8339 - accuracy: 0.8123
1/1 [==============================] - 0s 80ms/step - loss: 0.8339 - accuracy: 0.8123 - val_loss: 0.8015 - val_accuracy: 0.8218
Epoch 199/1875
1/1 [==============================] - ETA: 0s - loss: 0.8245 - accuracy: 0.8133
1/1 [==============================] - 0s 87ms/step - loss: 0.8245 - accuracy: 0.8133 - val_loss: 0.7923 - val_accuracy: 0.8229
Epoch 200/1875
1/1 [==============================] - ETA: 0s - loss: 0.8153 - accuracy: 0.8146
1/1 [==============================] - 0s 81ms/step - loss: 0.8153 - accuracy: 0.8146 - val_loss: 0.7833 - val_accuracy: 0.8245
Epoch 201/1875
1/1 [==============================] - ETA: 0s - loss: 0.8064 - accuracy: 0.8155
1/1 [==============================] - 0s 98ms/step - loss: 0.8064 - accuracy: 0.8155 - val_loss: 0.7746 - val_accuracy: 0.8258
Epoch 202/1875
1/1 [==============================] - ETA: 0s - loss: 0.7977 - accuracy: 0.8169
1/1 [==============================] - 0s 75ms/step - loss: 0.7977 - accuracy: 0.8169 - val_loss: 0.7661 - val_accuracy: 0.8272
Epoch 203/1875
1/1 [==============================] - ETA: 0s - loss: 0.7892 - accuracy: 0.8181
1/1 [==============================] - 0s 76ms/step - loss: 0.7892 - accuracy: 0.8181 - val_loss: 0.7578 - val_accuracy: 0.8282
Epoch 204/1875
1/1 [==============================] - ETA: 0s - loss: 0.7809 - accuracy: 0.8191
1/1 [==============================] - 0s 87ms/step - loss: 0.7809 - accuracy: 0.8191 - val_loss: 0.7497 - val_accuracy: 0.8292
Epoch 205/1875
1/1 [==============================] - ETA: 0s - loss: 0.7728 - accuracy: 0.8200
1/1 [==============================] - 0s 81ms/step - loss: 0.7728 - accuracy: 0.8200 - val_loss: 0.7418 - val_accuracy: 0.8304
Epoch 206/1875
1/1 [==============================] - ETA: 0s - loss: 0.7649 - accuracy: 0.8211
1/1 [==============================] - 0s 81ms/step - loss: 0.7649 - accuracy: 0.8211 - val_loss: 0.7341 - val_accuracy: 0.8313
Epoch 207/1875
1/1 [==============================] - ETA: 0s - loss: 0.7571 - accuracy: 0.8221
1/1 [==============================] - 0s 80ms/step - loss: 0.7571 - accuracy: 0.8221 - val_loss: 0.7266 - val_accuracy: 0.8322
Epoch 208/1875
1/1 [==============================] - ETA: 0s - loss: 0.7496 - accuracy: 0.8233
1/1 [==============================] - 0s 80ms/step - loss: 0.7496 - accuracy: 0.8233 - val_loss: 0.7193 - val_accuracy: 0.8337
Epoch 209/1875
1/1 [==============================] - ETA: 0s - loss: 0.7423 - accuracy: 0.8243
1/1 [==============================] - 0s 99ms/step - loss: 0.7423 - accuracy: 0.8243 - val_loss: 0.7122 - val_accuracy: 0.8346
Epoch 210/1875
1/1 [==============================] - ETA: 0s - loss: 0.7351 - accuracy: 0.8255
1/1 [==============================] - 0s 99ms/step - loss: 0.7351 - accuracy: 0.8255 - val_loss: 0.7052 - val_accuracy: 0.8358
Epoch 211/1875
1/1 [==============================] - ETA: 0s - loss: 0.7281 - accuracy: 0.8267
1/1 [==============================] - 0s 75ms/step - loss: 0.7281 - accuracy: 0.8267 - val_loss: 0.6984 - val_accuracy: 0.8373
Epoch 212/1875
1/1 [==============================] - ETA: 0s - loss: 0.7213 - accuracy: 0.8278
1/1 [==============================] - 0s 74ms/step - loss: 0.7213 - accuracy: 0.8278 - val_loss: 0.6917 - val_accuracy: 0.8377
Epoch 213/1875
1/1 [==============================] - ETA: 0s - loss: 0.7146 - accuracy: 0.8287
1/1 [==============================] - 0s 80ms/step - loss: 0.7146 - accuracy: 0.8287 - val_loss: 0.6852 - val_accuracy: 0.8391
Epoch 214/1875
1/1 [==============================] - ETA: 0s - loss: 0.7081 - accuracy: 0.8296
1/1 [==============================] - 0s 81ms/step - loss: 0.7081 - accuracy: 0.8296 - val_loss: 0.6789 - val_accuracy: 0.8395
Epoch 215/1875
1/1 [==============================] - ETA: 0s - loss: 0.7017 - accuracy: 0.8306
1/1 [==============================] - 0s 80ms/step - loss: 0.7017 - accuracy: 0.8306 - val_loss: 0.6727 - val_accuracy: 0.8412
Epoch 216/1875
1/1 [==============================] - ETA: 0s - loss: 0.6955 - accuracy: 0.8318
1/1 [==============================] - 0s 80ms/step - loss: 0.6955 - accuracy: 0.8318 - val_loss: 0.6667 - val_accuracy: 0.8420
Epoch 217/1875
1/1 [==============================] - ETA: 0s - loss: 0.6894 - accuracy: 0.8331
1/1 [==============================] - 0s 81ms/step - loss: 0.6894 - accuracy: 0.8331 - val_loss: 0.6608 - val_accuracy: 0.8429
Epoch 218/1875
1/1 [==============================] - ETA: 0s - loss: 0.6834 - accuracy: 0.8340
1/1 [==============================] - 0s 80ms/step - loss: 0.6834 - accuracy: 0.8340 - val_loss: 0.6550 - val_accuracy: 0.8437
Epoch 219/1875
1/1 [==============================] - ETA: 0s - loss: 0.6776 - accuracy: 0.8348
1/1 [==============================] - 0s 99ms/step - loss: 0.6776 - accuracy: 0.8348 - val_loss: 0.6494 - val_accuracy: 0.8449
Epoch 220/1875
1/1 [==============================] - ETA: 0s - loss: 0.6719 - accuracy: 0.8355
1/1 [==============================] - 0s 74ms/step - loss: 0.6719 - accuracy: 0.8355 - val_loss: 0.6438 - val_accuracy: 0.8465
Epoch 221/1875
1/1 [==============================] - ETA: 0s - loss: 0.6664 - accuracy: 0.8364
1/1 [==============================] - 0s 74ms/step - loss: 0.6664 - accuracy: 0.8364 - val_loss: 0.6385 - val_accuracy: 0.8478
Epoch 222/1875
1/1 [==============================] - ETA: 0s - loss: 0.6609 - accuracy: 0.8372
1/1 [==============================] - 0s 74ms/step - loss: 0.6609 - accuracy: 0.8372 - val_loss: 0.6332 - val_accuracy: 0.8490
Epoch 223/1875
1/1 [==============================] - ETA: 0s - loss: 0.6556 - accuracy: 0.8382
1/1 [==============================] - 0s 80ms/step - loss: 0.6556 - accuracy: 0.8382 - val_loss: 0.6280 - val_accuracy: 0.8502
Epoch 224/1875
1/1 [==============================] - ETA: 0s - loss: 0.6504 - accuracy: 0.8390
1/1 [==============================] - 0s 91ms/step - loss: 0.6504 - accuracy: 0.8390 - val_loss: 0.6230 - val_accuracy: 0.8513
Epoch 225/1875
1/1 [==============================] - ETA: 0s - loss: 0.6453 - accuracy: 0.8398
1/1 [==============================] - 0s 80ms/step - loss: 0.6453 - accuracy: 0.8398 - val_loss: 0.6180 - val_accuracy: 0.8525
Epoch 226/1875
1/1 [==============================] - ETA: 0s - loss: 0.6403 - accuracy: 0.8405
1/1 [==============================] - 0s 80ms/step - loss: 0.6403 - accuracy: 0.8405 - val_loss: 0.6132 - val_accuracy: 0.8534
Epoch 227/1875
1/1 [==============================] - ETA: 0s - loss: 0.6354 - accuracy: 0.8414
1/1 [==============================] - 0s 86ms/step - loss: 0.6354 - accuracy: 0.8414 - val_loss: 0.6085 - val_accuracy: 0.8538
Epoch 228/1875
1/1 [==============================] - ETA: 0s - loss: 0.6306 - accuracy: 0.8424
1/1 [==============================] - 0s 74ms/step - loss: 0.6306 - accuracy: 0.8424 - val_loss: 0.6039 - val_accuracy: 0.8548
Epoch 229/1875
1/1 [==============================] - ETA: 0s - loss: 0.6259 - accuracy: 0.8433
1/1 [==============================] - 0s 74ms/step - loss: 0.6259 - accuracy: 0.8433 - val_loss: 0.5993 - val_accuracy: 0.8557
Epoch 230/1875
1/1 [==============================] - ETA: 0s - loss: 0.6214 - accuracy: 0.8442
1/1 [==============================] - 0s 74ms/step - loss: 0.6214 - accuracy: 0.8442 - val_loss: 0.5949 - val_accuracy: 0.8569
Epoch 231/1875
1/1 [==============================] - ETA: 0s - loss: 0.6169 - accuracy: 0.8448
1/1 [==============================] - 0s 74ms/step - loss: 0.6169 - accuracy: 0.8448 - val_loss: 0.5906 - val_accuracy: 0.8578
Epoch 232/1875
1/1 [==============================] - ETA: 0s - loss: 0.6125 - accuracy: 0.8459
1/1 [==============================] - 0s 80ms/step - loss: 0.6125 - accuracy: 0.8459 - val_loss: 0.5863 - val_accuracy: 0.8585
Epoch 233/1875
1/1 [==============================] - ETA: 0s - loss: 0.6082 - accuracy: 0.8465
1/1 [==============================] - 0s 80ms/step - loss: 0.6082 - accuracy: 0.8465 - val_loss: 0.5822 - val_accuracy: 0.8593
Epoch 234/1875
1/1 [==============================] - ETA: 0s - loss: 0.6039 - accuracy: 0.8476
1/1 [==============================] - 0s 80ms/step - loss: 0.6039 - accuracy: 0.8476 - val_loss: 0.5781 - val_accuracy: 0.8601
Epoch 235/1875
1/1 [==============================] - ETA: 0s - loss: 0.5998 - accuracy: 0.8486
1/1 [==============================] - 0s 93ms/step - loss: 0.5998 - accuracy: 0.8486 - val_loss: 0.5741 - val_accuracy: 0.8607
Epoch 236/1875
1/1 [==============================] - ETA: 0s - loss: 0.5957 - accuracy: 0.8492
1/1 [==============================] - 0s 100ms/step - loss: 0.5957 - accuracy: 0.8492 - val_loss: 0.5702 - val_accuracy: 0.8613
Epoch 237/1875
1/1 [==============================] - ETA: 0s - loss: 0.5917 - accuracy: 0.8500
1/1 [==============================] - 0s 74ms/step - loss: 0.5917 - accuracy: 0.8500 - val_loss: 0.5663 - val_accuracy: 0.8617
Epoch 238/1875
1/1 [==============================] - ETA: 0s - loss: 0.5878 - accuracy: 0.8508
1/1 [==============================] - 0s 85ms/step - loss: 0.5878 - accuracy: 0.8508 - val_loss: 0.5626 - val_accuracy: 0.8623
Epoch 239/1875
1/1 [==============================] - ETA: 0s - loss: 0.5840 - accuracy: 0.8514
1/1 [==============================] - 0s 74ms/step - loss: 0.5840 - accuracy: 0.8514 - val_loss: 0.5589 - val_accuracy: 0.8630
Epoch 240/1875
1/1 [==============================] - ETA: 0s - loss: 0.5802 - accuracy: 0.8522
1/1 [==============================] - 0s 77ms/step - loss: 0.5802 - accuracy: 0.8522 - val_loss: 0.5552 - val_accuracy: 0.8638
Epoch 241/1875
1/1 [==============================] - ETA: 0s - loss: 0.5766 - accuracy: 0.8529
1/1 [==============================] - 0s 81ms/step - loss: 0.5766 - accuracy: 0.8529 - val_loss: 0.5517 - val_accuracy: 0.8644
Epoch 242/1875
1/1 [==============================] - ETA: 0s - loss: 0.5729 - accuracy: 0.8538
1/1 [==============================] - 0s 80ms/step - loss: 0.5729 - accuracy: 0.8538 - val_loss: 0.5482 - val_accuracy: 0.8650
Epoch 243/1875
1/1 [==============================] - ETA: 0s - loss: 0.5694 - accuracy: 0.8543
1/1 [==============================] - 0s 80ms/step - loss: 0.5694 - accuracy: 0.8543 - val_loss: 0.5448 - val_accuracy: 0.8651
Epoch 244/1875
1/1 [==============================] - ETA: 0s - loss: 0.5659 - accuracy: 0.8550
1/1 [==============================] - 0s 80ms/step - loss: 0.5659 - accuracy: 0.8550 - val_loss: 0.5414 - val_accuracy: 0.8656
Epoch 245/1875
1/1 [==============================] - ETA: 0s - loss: 0.5625 - accuracy: 0.8555
1/1 [==============================] - 0s 102ms/step - loss: 0.5625 - accuracy: 0.8555 - val_loss: 0.5381 - val_accuracy: 0.8662
Epoch 246/1875
1/1 [==============================] - ETA: 0s - loss: 0.5591 - accuracy: 0.8559
1/1 [==============================] - 0s 74ms/step - loss: 0.5591 - accuracy: 0.8559 - val_loss: 0.5349 - val_accuracy: 0.8670
Epoch 247/1875
1/1 [==============================] - ETA: 0s - loss: 0.5558 - accuracy: 0.8566
1/1 [==============================] - 0s 74ms/step - loss: 0.5558 - accuracy: 0.8566 - val_loss: 0.5317 - val_accuracy: 0.8679
Epoch 248/1875
1/1 [==============================] - ETA: 0s - loss: 0.5526 - accuracy: 0.8573
1/1 [==============================] - 0s 75ms/step - loss: 0.5526 - accuracy: 0.8573 - val_loss: 0.5286 - val_accuracy: 0.8681
Epoch 249/1875
1/1 [==============================] - ETA: 0s - loss: 0.5494 - accuracy: 0.8581
1/1 [==============================] - 0s 75ms/step - loss: 0.5494 - accuracy: 0.8581 - val_loss: 0.5255 - val_accuracy: 0.8682
Epoch 250/1875
1/1 [==============================] - ETA: 0s - loss: 0.5463 - accuracy: 0.8587
1/1 [==============================] - 0s 81ms/step - loss: 0.5463 - accuracy: 0.8587 - val_loss: 0.5225 - val_accuracy: 0.8690
Epoch 251/1875
1/1 [==============================] - ETA: 0s - loss: 0.5432 - accuracy: 0.8594
1/1 [==============================] - 0s 81ms/step - loss: 0.5432 - accuracy: 0.8594 - val_loss: 0.5196 - val_accuracy: 0.8697
Epoch 252/1875
1/1 [==============================] - ETA: 0s - loss: 0.5402 - accuracy: 0.8600
1/1 [==============================] - 0s 80ms/step - loss: 0.5402 - accuracy: 0.8600 - val_loss: 0.5167 - val_accuracy: 0.8699
Epoch 253/1875
1/1 [==============================] - ETA: 0s - loss: 0.5372 - accuracy: 0.8607
1/1 [==============================] - 0s 99ms/step - loss: 0.5372 - accuracy: 0.8607 - val_loss: 0.5138 - val_accuracy: 0.8703
Epoch 254/1875
1/1 [==============================] - ETA: 0s - loss: 0.5343 - accuracy: 0.8613
1/1 [==============================] - 0s 74ms/step - loss: 0.5343 - accuracy: 0.8613 - val_loss: 0.5110 - val_accuracy: 0.8705
Epoch 255/1875
1/1 [==============================] - ETA: 0s - loss: 0.5315 - accuracy: 0.8619
1/1 [==============================] - 0s 74ms/step - loss: 0.5315 - accuracy: 0.8619 - val_loss: 0.5083 - val_accuracy: 0.8711
Epoch 256/1875
1/1 [==============================] - ETA: 0s - loss: 0.5287 - accuracy: 0.8626
1/1 [==============================] - 0s 76ms/step - loss: 0.5287 - accuracy: 0.8626 - val_loss: 0.5056 - val_accuracy: 0.8718
Epoch 257/1875
1/1 [==============================] - ETA: 0s - loss: 0.5259 - accuracy: 0.8632
1/1 [==============================] - 0s 74ms/step - loss: 0.5259 - accuracy: 0.8632 - val_loss: 0.5029 - val_accuracy: 0.8725
Epoch 258/1875
1/1 [==============================] - ETA: 0s - loss: 0.5232 - accuracy: 0.8637
1/1 [==============================] - 0s 75ms/step - loss: 0.5232 - accuracy: 0.8637 - val_loss: 0.5003 - val_accuracy: 0.8728
Epoch 259/1875
1/1 [==============================] - ETA: 0s - loss: 0.5205 - accuracy: 0.8643
1/1 [==============================] - 0s 81ms/step - loss: 0.5205 - accuracy: 0.8643 - val_loss: 0.4977 - val_accuracy: 0.8730
Epoch 260/1875
1/1 [==============================] - ETA: 0s - loss: 0.5179 - accuracy: 0.8650
1/1 [==============================] - 0s 81ms/step - loss: 0.5179 - accuracy: 0.8650 - val_loss: 0.4952 - val_accuracy: 0.8738
Epoch 261/1875
1/1 [==============================] - ETA: 0s - loss: 0.5153 - accuracy: 0.8654
1/1 [==============================] - 0s 93ms/step - loss: 0.5153 - accuracy: 0.8654 - val_loss: 0.4927 - val_accuracy: 0.8740
Epoch 262/1875
1/1 [==============================] - ETA: 0s - loss: 0.5127 - accuracy: 0.8659
1/1 [==============================] - 0s 99ms/step - loss: 0.5127 - accuracy: 0.8659 - val_loss: 0.4902 - val_accuracy: 0.8750
Epoch 263/1875
1/1 [==============================] - ETA: 0s - loss: 0.5102 - accuracy: 0.8663
1/1 [==============================] - 0s 74ms/step - loss: 0.5102 - accuracy: 0.8663 - val_loss: 0.4878 - val_accuracy: 0.8749
Epoch 264/1875
1/1 [==============================] - ETA: 0s - loss: 0.5078 - accuracy: 0.8669
1/1 [==============================] - 0s 74ms/step - loss: 0.5078 - accuracy: 0.8669 - val_loss: 0.4854 - val_accuracy: 0.8761
Epoch 265/1875
1/1 [==============================] - ETA: 0s - loss: 0.5054 - accuracy: 0.8673
1/1 [==============================] - 0s 74ms/step - loss: 0.5054 - accuracy: 0.8673 - val_loss: 0.4832 - val_accuracy: 0.8759
Epoch 266/1875
1/1 [==============================] - ETA: 0s - loss: 0.5030 - accuracy: 0.8679
1/1 [==============================] - 0s 74ms/step - loss: 0.5030 - accuracy: 0.8679 - val_loss: 0.4808 - val_accuracy: 0.8770
Epoch 267/1875
1/1 [==============================] - ETA: 0s - loss: 0.5006 - accuracy: 0.8681
1/1 [==============================] - 0s 79ms/step - loss: 0.5006 - accuracy: 0.8681 - val_loss: 0.4787 - val_accuracy: 0.8769
Epoch 268/1875
1/1 [==============================] - ETA: 0s - loss: 0.4984 - accuracy: 0.8689
1/1 [==============================] - 0s 81ms/step - loss: 0.4984 - accuracy: 0.8689 - val_loss: 0.4764 - val_accuracy: 0.8779
Epoch 269/1875
1/1 [==============================] - ETA: 0s - loss: 0.4962 - accuracy: 0.8690
1/1 [==============================] - 0s 81ms/step - loss: 0.4962 - accuracy: 0.8690 - val_loss: 0.4746 - val_accuracy: 0.8767
Epoch 270/1875
1/1 [==============================] - ETA: 0s - loss: 0.4941 - accuracy: 0.8694
1/1 [==============================] - 0s 80ms/step - loss: 0.4941 - accuracy: 0.8694 - val_loss: 0.4723 - val_accuracy: 0.8788
Epoch 271/1875
1/1 [==============================] - ETA: 0s - loss: 0.4921 - accuracy: 0.8697
1/1 [==============================] - 0s 99ms/step - loss: 0.4921 - accuracy: 0.8697 - val_loss: 0.4711 - val_accuracy: 0.8766
Epoch 272/1875
1/1 [==============================] - ETA: 0s - loss: 0.4904 - accuracy: 0.8698
1/1 [==============================] - 0s 82ms/step - loss: 0.4904 - accuracy: 0.8698 - val_loss: 0.4693 - val_accuracy: 0.8793
Epoch 273/1875
1/1 [==============================] - ETA: 0s - loss: 0.4890 - accuracy: 0.8698
1/1 [==============================] - 0s 74ms/step - loss: 0.4890 - accuracy: 0.8698 - val_loss: 0.4696 - val_accuracy: 0.8763
Epoch 274/1875
1/1 [==============================] - ETA: 0s - loss: 0.4885 - accuracy: 0.8694
1/1 [==============================] - 0s 80ms/step - loss: 0.4885 - accuracy: 0.8694 - val_loss: 0.4694 - val_accuracy: 0.8760
Epoch 275/1875
1/1 [==============================] - ETA: 0s - loss: 0.4893 - accuracy: 0.8667
1/1 [==============================] - 0s 75ms/step - loss: 0.4893 - accuracy: 0.8667 - val_loss: 0.4744 - val_accuracy: 0.8710
Epoch 276/1875
1/1 [==============================] - ETA: 0s - loss: 0.4927 - accuracy: 0.8651
1/1 [==============================] - 0s 75ms/step - loss: 0.4927 - accuracy: 0.8651 - val_loss: 0.4798 - val_accuracy: 0.8684
Epoch 277/1875
1/1 [==============================] - ETA: 0s - loss: 0.5001 - accuracy: 0.8576
1/1 [==============================] - 0s 86ms/step - loss: 0.5001 - accuracy: 0.8576 - val_loss: 0.4984 - val_accuracy: 0.8535
Epoch 278/1875
1/1 [==============================] - ETA: 0s - loss: 0.5154 - accuracy: 0.8480
1/1 [==============================] - 0s 80ms/step - loss: 0.5154 - accuracy: 0.8480 - val_loss: 0.5158 - val_accuracy: 0.8458
Epoch 279/1875
1/1 [==============================] - ETA: 0s - loss: 0.5365 - accuracy: 0.8341
1/1 [==============================] - 0s 93ms/step - loss: 0.5365 - accuracy: 0.8341 - val_loss: 0.5571 - val_accuracy: 0.8192
Epoch 280/1875
1/1 [==============================] - ETA: 0s - loss: 0.5720 - accuracy: 0.8165
1/1 [==============================] - 0s 74ms/step - loss: 0.5720 - accuracy: 0.8165 - val_loss: 0.5650 - val_accuracy: 0.8183
Epoch 281/1875
1/1 [==============================] - ETA: 0s - loss: 0.5857 - accuracy: 0.8082
1/1 [==============================] - 0s 74ms/step - loss: 0.5857 - accuracy: 0.8082 - val_loss: 0.5940 - val_accuracy: 0.8030
Epoch 282/1875
1/1 [==============================] - ETA: 0s - loss: 0.6075 - accuracy: 0.8003
1/1 [==============================] - 0s 74ms/step - loss: 0.6075 - accuracy: 0.8003 - val_loss: 0.5686 - val_accuracy: 0.8161
Epoch 283/1875
1/1 [==============================] - ETA: 0s - loss: 0.5890 - accuracy: 0.8055
1/1 [==============================] - 0s 74ms/step - loss: 0.5890 - accuracy: 0.8055 - val_loss: 0.5705 - val_accuracy: 0.8058
Epoch 284/1875
1/1 [==============================] - ETA: 0s - loss: 0.5844 - accuracy: 0.8025
1/1 [==============================] - 0s 85ms/step - loss: 0.5844 - accuracy: 0.8025 - val_loss: 0.5593 - val_accuracy: 0.8183
Epoch 285/1875
1/1 [==============================] - ETA: 0s - loss: 0.5796 - accuracy: 0.8080
1/1 [==============================] - 0s 74ms/step - loss: 0.5796 - accuracy: 0.8080 - val_loss: 0.5604 - val_accuracy: 0.8104
Epoch 286/1875
1/1 [==============================] - ETA: 0s - loss: 0.5744 - accuracy: 0.8053
1/1 [==============================] - 0s 74ms/step - loss: 0.5744 - accuracy: 0.8053 - val_loss: 0.5496 - val_accuracy: 0.8233
Epoch 287/1875
1/1 [==============================] - ETA: 0s - loss: 0.5698 - accuracy: 0.8120
1/1 [==============================] - 0s 93ms/step - loss: 0.5698 - accuracy: 0.8120 - val_loss: 0.5452 - val_accuracy: 0.8195
Epoch 288/1875
1/1 [==============================] - ETA: 0s - loss: 0.5595 - accuracy: 0.8137
1/1 [==============================] - 0s 99ms/step - loss: 0.5595 - accuracy: 0.8137 - val_loss: 0.5321 - val_accuracy: 0.8319
Epoch 289/1875
1/1 [==============================] - ETA: 0s - loss: 0.5524 - accuracy: 0.8206
1/1 [==============================] - 0s 74ms/step - loss: 0.5524 - accuracy: 0.8206 - val_loss: 0.5272 - val_accuracy: 0.8293
Epoch 290/1875
1/1 [==============================] - ETA: 0s - loss: 0.5419 - accuracy: 0.8244
1/1 [==============================] - 0s 75ms/step - loss: 0.5419 - accuracy: 0.8244 - val_loss: 0.5148 - val_accuracy: 0.8402
Epoch 291/1875
1/1 [==============================] - ETA: 0s - loss: 0.5350 - accuracy: 0.8287
1/1 [==============================] - 0s 74ms/step - loss: 0.5350 - accuracy: 0.8287 - val_loss: 0.5113 - val_accuracy: 0.8389
Epoch 292/1875
1/1 [==============================] - ETA: 0s - loss: 0.5264 - accuracy: 0.8348
1/1 [==============================] - 0s 74ms/step - loss: 0.5264 - accuracy: 0.8348 - val_loss: 0.4997 - val_accuracy: 0.8483
Epoch 293/1875
1/1 [==============================] - ETA: 0s - loss: 0.5199 - accuracy: 0.8362
1/1 [==============================] - 0s 74ms/step - loss: 0.5199 - accuracy: 0.8362 - val_loss: 0.4978 - val_accuracy: 0.8456
Epoch 294/1875
1/1 [==============================] - ETA: 0s - loss: 0.5132 - accuracy: 0.8424
1/1 [==============================] - 0s 74ms/step - loss: 0.5132 - accuracy: 0.8424 - val_loss: 0.4870 - val_accuracy: 0.8555
Epoch 295/1875
1/1 [==============================] - ETA: 0s - loss: 0.5071 - accuracy: 0.8425
1/1 [==============================] - 0s 74ms/step - loss: 0.5071 - accuracy: 0.8425 - val_loss: 0.4865 - val_accuracy: 0.8531
Epoch 296/1875
1/1 [==============================] - ETA: 0s - loss: 0.5021 - accuracy: 0.8482
1/1 [==============================] - 0s 80ms/step - loss: 0.5021 - accuracy: 0.8482 - val_loss: 0.4764 - val_accuracy: 0.8614
Epoch 297/1875
1/1 [==============================] - ETA: 0s - loss: 0.4964 - accuracy: 0.8485
1/1 [==============================] - 0s 99ms/step - loss: 0.4964 - accuracy: 0.8485 - val_loss: 0.4770 - val_accuracy: 0.8587
Epoch 298/1875
1/1 [==============================] - ETA: 0s - loss: 0.4928 - accuracy: 0.8530
1/1 [==============================] - 0s 75ms/step - loss: 0.4928 - accuracy: 0.8530 - val_loss: 0.4676 - val_accuracy: 0.8657
Epoch 299/1875
1/1 [==============================] - ETA: 0s - loss: 0.4874 - accuracy: 0.8528
1/1 [==============================] - 0s 74ms/step - loss: 0.4874 - accuracy: 0.8528 - val_loss: 0.4688 - val_accuracy: 0.8625
Epoch 300/1875
1/1 [==============================] - ETA: 0s - loss: 0.4848 - accuracy: 0.8569
1/1 [==============================] - 0s 74ms/step - loss: 0.4848 - accuracy: 0.8569 - val_loss: 0.4600 - val_accuracy: 0.8686
Epoch 301/1875
1/1 [==============================] - ETA: 0s - loss: 0.4798 - accuracy: 0.8564
1/1 [==============================] - 0s 74ms/step - loss: 0.4798 - accuracy: 0.8564 - val_loss: 0.4618 - val_accuracy: 0.8655
Epoch 302/1875
1/1 [==============================] - ETA: 0s - loss: 0.4778 - accuracy: 0.8599
1/1 [==============================] - 0s 74ms/step - loss: 0.4778 - accuracy: 0.8599 - val_loss: 0.4536 - val_accuracy: 0.8714
Epoch 303/1875
1/1 [==============================] - ETA: 0s - loss: 0.4732 - accuracy: 0.8593
1/1 [==============================] - 0s 74ms/step - loss: 0.4732 - accuracy: 0.8593 - val_loss: 0.4556 - val_accuracy: 0.8689
Epoch 304/1875
1/1 [==============================] - ETA: 0s - loss: 0.4717 - accuracy: 0.8624
1/1 [==============================] - 0s 74ms/step - loss: 0.4717 - accuracy: 0.8624 - val_loss: 0.4479 - val_accuracy: 0.8736
Epoch 305/1875
1/1 [==============================] - ETA: 0s - loss: 0.4674 - accuracy: 0.8618
1/1 [==============================] - 0s 79ms/step - loss: 0.4674 - accuracy: 0.8618 - val_loss: 0.4500 - val_accuracy: 0.8715
Epoch 306/1875
1/1 [==============================] - ETA: 0s - loss: 0.4662 - accuracy: 0.8647
1/1 [==============================] - 0s 74ms/step - loss: 0.4662 - accuracy: 0.8647 - val_loss: 0.4428 - val_accuracy: 0.8754
Epoch 307/1875
1/1 [==============================] - ETA: 0s - loss: 0.4622 - accuracy: 0.8643
1/1 [==============================] - 0s 75ms/step - loss: 0.4622 - accuracy: 0.8643 - val_loss: 0.4451 - val_accuracy: 0.8739
Epoch 308/1875
1/1 [==============================] - ETA: 0s - loss: 0.4612 - accuracy: 0.8666
1/1 [==============================] - 0s 74ms/step - loss: 0.4612 - accuracy: 0.8666 - val_loss: 0.4382 - val_accuracy: 0.8771
Epoch 309/1875
1/1 [==============================] - ETA: 0s - loss: 0.4575 - accuracy: 0.8660
1/1 [==============================] - 0s 74ms/step - loss: 0.4575 - accuracy: 0.8660 - val_loss: 0.4405 - val_accuracy: 0.8749
Epoch 310/1875
1/1 [==============================] - ETA: 0s - loss: 0.4566 - accuracy: 0.8686
1/1 [==============================] - 0s 77ms/step - loss: 0.4566 - accuracy: 0.8686 - val_loss: 0.4339 - val_accuracy: 0.8785
Epoch 311/1875
1/1 [==============================] - ETA: 0s - loss: 0.4531 - accuracy: 0.8677
1/1 [==============================] - 0s 75ms/step - loss: 0.4531 - accuracy: 0.8677 - val_loss: 0.4362 - val_accuracy: 0.8762
Epoch 312/1875
1/1 [==============================] - ETA: 0s - loss: 0.4523 - accuracy: 0.8702
1/1 [==============================] - 0s 74ms/step - loss: 0.4523 - accuracy: 0.8702 - val_loss: 0.4300 - val_accuracy: 0.8807
Epoch 313/1875
1/1 [==============================] - ETA: 0s - loss: 0.4491 - accuracy: 0.8690
1/1 [==============================] - 0s 93ms/step - loss: 0.4491 - accuracy: 0.8690 - val_loss: 0.4322 - val_accuracy: 0.8775
Epoch 314/1875
1/1 [==============================] - ETA: 0s - loss: 0.4484 - accuracy: 0.8717
1/1 [==============================] - 0s 99ms/step - loss: 0.4484 - accuracy: 0.8717 - val_loss: 0.4263 - val_accuracy: 0.8816
Epoch 315/1875
1/1 [==============================] - ETA: 0s - loss: 0.4452 - accuracy: 0.8704
1/1 [==============================] - 0s 174ms/step - loss: 0.4452 - accuracy: 0.8704 - val_loss: 0.4284 - val_accuracy: 0.8788
Epoch 316/1875
1/1 [==============================] - ETA: 0s - loss: 0.4446 - accuracy: 0.8728
1/1 [==============================] - 0s 90ms/step - loss: 0.4446 - accuracy: 0.8728 - val_loss: 0.4228 - val_accuracy: 0.8826
Epoch 317/1875
1/1 [==============================] - ETA: 0s - loss: 0.4416 - accuracy: 0.8717
1/1 [==============================] - 0s 87ms/step - loss: 0.4416 - accuracy: 0.8717 - val_loss: 0.4248 - val_accuracy: 0.8798
Epoch 318/1875
1/1 [==============================] - ETA: 0s - loss: 0.4410 - accuracy: 0.8739
1/1 [==============================] - 0s 86ms/step - loss: 0.4410 - accuracy: 0.8739 - val_loss: 0.4194 - val_accuracy: 0.8844
Epoch 319/1875
1/1 [==============================] - ETA: 0s - loss: 0.4382 - accuracy: 0.8728
1/1 [==============================] - 0s 86ms/step - loss: 0.4382 - accuracy: 0.8728 - val_loss: 0.4214 - val_accuracy: 0.8806
Epoch 320/1875
1/1 [==============================] - ETA: 0s - loss: 0.4376 - accuracy: 0.8753
1/1 [==============================] - 0s 86ms/step - loss: 0.4376 - accuracy: 0.8753 - val_loss: 0.4162 - val_accuracy: 0.8855
Epoch 321/1875
1/1 [==============================] - ETA: 0s - loss: 0.4349 - accuracy: 0.8739
1/1 [==============================] - 0s 86ms/step - loss: 0.4349 - accuracy: 0.8739 - val_loss: 0.4182 - val_accuracy: 0.8813
Epoch 322/1875
1/1 [==============================] - ETA: 0s - loss: 0.4343 - accuracy: 0.8765
1/1 [==============================] - 0s 81ms/step - loss: 0.4343 - accuracy: 0.8765 - val_loss: 0.4131 - val_accuracy: 0.8859
Epoch 323/1875
1/1 [==============================] - ETA: 0s - loss: 0.4318 - accuracy: 0.8749
1/1 [==============================] - 0s 85ms/step - loss: 0.4318 - accuracy: 0.8749 - val_loss: 0.4150 - val_accuracy: 0.8827
Epoch 324/1875
1/1 [==============================] - ETA: 0s - loss: 0.4311 - accuracy: 0.8774
1/1 [==============================] - 0s 74ms/step - loss: 0.4311 - accuracy: 0.8774 - val_loss: 0.4101 - val_accuracy: 0.8872
Epoch 325/1875
1/1 [==============================] - ETA: 0s - loss: 0.4287 - accuracy: 0.8760
1/1 [==============================] - 0s 80ms/step - loss: 0.4287 - accuracy: 0.8760 - val_loss: 0.4119 - val_accuracy: 0.8836
Epoch 326/1875
1/1 [==============================] - ETA: 0s - loss: 0.4280 - accuracy: 0.8783
1/1 [==============================] - 0s 80ms/step - loss: 0.4280 - accuracy: 0.8783 - val_loss: 0.4072 - val_accuracy: 0.8880
Epoch 327/1875
1/1 [==============================] - ETA: 0s - loss: 0.4257 - accuracy: 0.8770
1/1 [==============================] - 0s 80ms/step - loss: 0.4257 - accuracy: 0.8770 - val_loss: 0.4090 - val_accuracy: 0.8846
Epoch 328/1875
1/1 [==============================] - ETA: 0s - loss: 0.4250 - accuracy: 0.8792
1/1 [==============================] - 0s 81ms/step - loss: 0.4250 - accuracy: 0.8792 - val_loss: 0.4044 - val_accuracy: 0.8882
Epoch 329/1875
1/1 [==============================] - ETA: 0s - loss: 0.4228 - accuracy: 0.8779
1/1 [==============================] - 0s 82ms/step - loss: 0.4228 - accuracy: 0.8779 - val_loss: 0.4061 - val_accuracy: 0.8865
Epoch 330/1875
1/1 [==============================] - ETA: 0s - loss: 0.4221 - accuracy: 0.8800
1/1 [==============================] - 0s 80ms/step - loss: 0.4221 - accuracy: 0.8800 - val_loss: 0.4017 - val_accuracy: 0.8889
Epoch 331/1875
1/1 [==============================] - ETA: 0s - loss: 0.4200 - accuracy: 0.8788
1/1 [==============================] - 0s 92ms/step - loss: 0.4200 - accuracy: 0.8788 - val_loss: 0.4033 - val_accuracy: 0.8866
Epoch 332/1875
1/1 [==============================] - ETA: 0s - loss: 0.4193 - accuracy: 0.8809
1/1 [==============================] - 0s 74ms/step - loss: 0.4193 - accuracy: 0.8809 - val_loss: 0.3990 - val_accuracy: 0.8896
Epoch 333/1875
1/1 [==============================] - ETA: 0s - loss: 0.4172 - accuracy: 0.8795
1/1 [==============================] - 0s 87ms/step - loss: 0.4172 - accuracy: 0.8795 - val_loss: 0.4005 - val_accuracy: 0.8873
Epoch 334/1875
1/1 [==============================] - ETA: 0s - loss: 0.4165 - accuracy: 0.8816
1/1 [==============================] - 0s 87ms/step - loss: 0.4165 - accuracy: 0.8816 - val_loss: 0.3964 - val_accuracy: 0.8900
Epoch 335/1875
1/1 [==============================] - ETA: 0s - loss: 0.4145 - accuracy: 0.8804
1/1 [==============================] - 0s 86ms/step - loss: 0.4145 - accuracy: 0.8804 - val_loss: 0.3978 - val_accuracy: 0.8880
Epoch 336/1875
1/1 [==============================] - ETA: 0s - loss: 0.4138 - accuracy: 0.8825
1/1 [==============================] - 0s 87ms/step - loss: 0.4138 - accuracy: 0.8825 - val_loss: 0.3938 - val_accuracy: 0.8905
Epoch 337/1875
1/1 [==============================] - ETA: 0s - loss: 0.4119 - accuracy: 0.8813
1/1 [==============================] - 0s 86ms/step - loss: 0.4119 - accuracy: 0.8813 - val_loss: 0.3952 - val_accuracy: 0.8890
Epoch 338/1875
1/1 [==============================] - ETA: 0s - loss: 0.4111 - accuracy: 0.8833
1/1 [==============================] - 0s 86ms/step - loss: 0.4111 - accuracy: 0.8833 - val_loss: 0.3912 - val_accuracy: 0.8912
Epoch 339/1875
1/1 [==============================] - ETA: 0s - loss: 0.4092 - accuracy: 0.8822
1/1 [==============================] - 0s 80ms/step - loss: 0.4092 - accuracy: 0.8822 - val_loss: 0.3926 - val_accuracy: 0.8899
Epoch 340/1875
1/1 [==============================] - ETA: 0s - loss: 0.4085 - accuracy: 0.8843
1/1 [==============================] - 0s 91ms/step - loss: 0.4085 - accuracy: 0.8843 - val_loss: 0.3887 - val_accuracy: 0.8920
Epoch 341/1875
1/1 [==============================] - ETA: 0s - loss: 0.4067 - accuracy: 0.8830
1/1 [==============================] - 0s 79ms/step - loss: 0.4067 - accuracy: 0.8830 - val_loss: 0.3900 - val_accuracy: 0.8905
Epoch 342/1875
1/1 [==============================] - ETA: 0s - loss: 0.4059 - accuracy: 0.8850
1/1 [==============================] - 0s 80ms/step - loss: 0.4059 - accuracy: 0.8850 - val_loss: 0.3863 - val_accuracy: 0.8926
Epoch 343/1875
1/1 [==============================] - ETA: 0s - loss: 0.4042 - accuracy: 0.8837
1/1 [==============================] - 0s 80ms/step - loss: 0.4042 - accuracy: 0.8837 - val_loss: 0.3875 - val_accuracy: 0.8911
Epoch 344/1875
1/1 [==============================] - ETA: 0s - loss: 0.4034 - accuracy: 0.8858
1/1 [==============================] - 0s 80ms/step - loss: 0.4034 - accuracy: 0.8858 - val_loss: 0.3839 - val_accuracy: 0.8935
Epoch 345/1875
1/1 [==============================] - ETA: 0s - loss: 0.4017 - accuracy: 0.8843
1/1 [==============================] - 0s 80ms/step - loss: 0.4017 - accuracy: 0.8843 - val_loss: 0.3850 - val_accuracy: 0.8915
Epoch 346/1875
1/1 [==============================] - ETA: 0s - loss: 0.4009 - accuracy: 0.8866
1/1 [==============================] - 0s 80ms/step - loss: 0.4009 - accuracy: 0.8866 - val_loss: 0.3816 - val_accuracy: 0.8943
Epoch 347/1875
1/1 [==============================] - ETA: 0s - loss: 0.3993 - accuracy: 0.8853
1/1 [==============================] - 0s 80ms/step - loss: 0.3993 - accuracy: 0.8853 - val_loss: 0.3826 - val_accuracy: 0.8920
Epoch 348/1875
1/1 [==============================] - ETA: 0s - loss: 0.3985 - accuracy: 0.8874
1/1 [==============================] - 0s 86ms/step - loss: 0.3985 - accuracy: 0.8874 - val_loss: 0.3793 - val_accuracy: 0.8948
Epoch 349/1875
1/1 [==============================] - ETA: 0s - loss: 0.3969 - accuracy: 0.8861
1/1 [==============================] - 0s 85ms/step - loss: 0.3969 - accuracy: 0.8861 - val_loss: 0.3803 - val_accuracy: 0.8928
Epoch 350/1875
1/1 [==============================] - ETA: 0s - loss: 0.3961 - accuracy: 0.8881
1/1 [==============================] - 0s 74ms/step - loss: 0.3961 - accuracy: 0.8881 - val_loss: 0.3770 - val_accuracy: 0.8951
Epoch 351/1875
1/1 [==============================] - ETA: 0s - loss: 0.3946 - accuracy: 0.8868
1/1 [==============================] - 0s 74ms/step - loss: 0.3946 - accuracy: 0.8868 - val_loss: 0.3780 - val_accuracy: 0.8932
Epoch 352/1875
1/1 [==============================] - ETA: 0s - loss: 0.3938 - accuracy: 0.8888
1/1 [==============================] - 0s 80ms/step - loss: 0.3938 - accuracy: 0.8888 - val_loss: 0.3748 - val_accuracy: 0.8954
Epoch 353/1875
1/1 [==============================] - ETA: 0s - loss: 0.3924 - accuracy: 0.8877
1/1 [==============================] - 0s 80ms/step - loss: 0.3924 - accuracy: 0.8877 - val_loss: 0.3758 - val_accuracy: 0.8933
Epoch 354/1875
1/1 [==============================] - ETA: 0s - loss: 0.3916 - accuracy: 0.8897
1/1 [==============================] - 0s 86ms/step - loss: 0.3916 - accuracy: 0.8897 - val_loss: 0.3727 - val_accuracy: 0.8959
Epoch 355/1875
1/1 [==============================] - ETA: 0s - loss: 0.3902 - accuracy: 0.8884
1/1 [==============================] - 0s 80ms/step - loss: 0.3902 - accuracy: 0.8884 - val_loss: 0.3736 - val_accuracy: 0.8940
Epoch 356/1875
1/1 [==============================] - ETA: 0s - loss: 0.3894 - accuracy: 0.8903
1/1 [==============================] - 0s 80ms/step - loss: 0.3894 - accuracy: 0.8903 - val_loss: 0.3707 - val_accuracy: 0.8964
Epoch 357/1875
1/1 [==============================] - ETA: 0s - loss: 0.3881 - accuracy: 0.8890
1/1 [==============================] - 0s 85ms/step - loss: 0.3881 - accuracy: 0.8890 - val_loss: 0.3715 - val_accuracy: 0.8948
Epoch 358/1875
1/1 [==============================] - ETA: 0s - loss: 0.3873 - accuracy: 0.8909
1/1 [==============================] - 0s 74ms/step - loss: 0.3873 - accuracy: 0.8909 - val_loss: 0.3687 - val_accuracy: 0.8967
Epoch 359/1875
1/1 [==============================] - ETA: 0s - loss: 0.3860 - accuracy: 0.8899
1/1 [==============================] - 0s 74ms/step - loss: 0.3860 - accuracy: 0.8899 - val_loss: 0.3695 - val_accuracy: 0.8962
Epoch 360/1875
1/1 [==============================] - ETA: 0s - loss: 0.3852 - accuracy: 0.8915
1/1 [==============================] - 0s 80ms/step - loss: 0.3852 - accuracy: 0.8915 - val_loss: 0.3667 - val_accuracy: 0.8974
Epoch 361/1875
1/1 [==============================] - ETA: 0s - loss: 0.3840 - accuracy: 0.8906
1/1 [==============================] - 0s 80ms/step - loss: 0.3840 - accuracy: 0.8906 - val_loss: 0.3675 - val_accuracy: 0.8973
Epoch 362/1875
1/1 [==============================] - ETA: 0s - loss: 0.3832 - accuracy: 0.8923
1/1 [==============================] - 0s 80ms/step - loss: 0.3832 - accuracy: 0.8923 - val_loss: 0.3648 - val_accuracy: 0.8982
Epoch 363/1875
1/1 [==============================] - ETA: 0s - loss: 0.3820 - accuracy: 0.8913
1/1 [==============================] - 0s 80ms/step - loss: 0.3820 - accuracy: 0.8913 - val_loss: 0.3656 - val_accuracy: 0.8975
Epoch 364/1875
1/1 [==============================] - ETA: 0s - loss: 0.3812 - accuracy: 0.8929
1/1 [==============================] - 0s 80ms/step - loss: 0.3812 - accuracy: 0.8929 - val_loss: 0.3629 - val_accuracy: 0.8990
Epoch 365/1875
1/1 [==============================] - ETA: 0s - loss: 0.3800 - accuracy: 0.8919
1/1 [==============================] - 0s 87ms/step - loss: 0.3800 - accuracy: 0.8919 - val_loss: 0.3636 - val_accuracy: 0.8980
Epoch 366/1875
1/1 [==============================] - ETA: 0s - loss: 0.3792 - accuracy: 0.8933
1/1 [==============================] - 0s 85ms/step - loss: 0.3792 - accuracy: 0.8933 - val_loss: 0.3610 - val_accuracy: 0.8997
Epoch 367/1875
1/1 [==============================] - ETA: 0s - loss: 0.3781 - accuracy: 0.8926
1/1 [==============================] - 0s 74ms/step - loss: 0.3781 - accuracy: 0.8926 - val_loss: 0.3618 - val_accuracy: 0.8988
Epoch 368/1875
1/1 [==============================] - ETA: 0s - loss: 0.3773 - accuracy: 0.8938
1/1 [==============================] - 0s 75ms/step - loss: 0.3773 - accuracy: 0.8938 - val_loss: 0.3592 - val_accuracy: 0.8997
Epoch 369/1875
1/1 [==============================] - ETA: 0s - loss: 0.3762 - accuracy: 0.8932
1/1 [==============================] - 0s 80ms/step - loss: 0.3762 - accuracy: 0.8932 - val_loss: 0.3599 - val_accuracy: 0.8992
Epoch 370/1875
1/1 [==============================] - ETA: 0s - loss: 0.3755 - accuracy: 0.8942
1/1 [==============================] - 0s 80ms/step - loss: 0.3755 - accuracy: 0.8942 - val_loss: 0.3574 - val_accuracy: 0.9003
Epoch 371/1875
1/1 [==============================] - ETA: 0s - loss: 0.3744 - accuracy: 0.8939
1/1 [==============================] - 0s 80ms/step - loss: 0.3744 - accuracy: 0.8939 - val_loss: 0.3581 - val_accuracy: 0.8997
Epoch 372/1875
1/1 [==============================] - ETA: 0s - loss: 0.3736 - accuracy: 0.8946
1/1 [==============================] - 0s 82ms/step - loss: 0.3736 - accuracy: 0.8946 - val_loss: 0.3557 - val_accuracy: 0.9009
Epoch 373/1875
1/1 [==============================] - ETA: 0s - loss: 0.3726 - accuracy: 0.8944
1/1 [==============================] - 0s 80ms/step - loss: 0.3726 - accuracy: 0.8944 - val_loss: 0.3564 - val_accuracy: 0.8998
Epoch 374/1875
1/1 [==============================] - ETA: 0s - loss: 0.3718 - accuracy: 0.8950
1/1 [==============================] - 0s 80ms/step - loss: 0.3718 - accuracy: 0.8950 - val_loss: 0.3540 - val_accuracy: 0.9014
Epoch 375/1875
1/1 [==============================] - ETA: 0s - loss: 0.3708 - accuracy: 0.8948
1/1 [==============================] - 0s 92ms/step - loss: 0.3708 - accuracy: 0.8948 - val_loss: 0.3546 - val_accuracy: 0.9005
Epoch 376/1875
1/1 [==============================] - ETA: 0s - loss: 0.3701 - accuracy: 0.8956
1/1 [==============================] - 0s 74ms/step - loss: 0.3701 - accuracy: 0.8956 - val_loss: 0.3523 - val_accuracy: 0.9016
Epoch 377/1875
1/1 [==============================] - ETA: 0s - loss: 0.3691 - accuracy: 0.8951
1/1 [==============================] - 0s 74ms/step - loss: 0.3691 - accuracy: 0.8951 - val_loss: 0.3529 - val_accuracy: 0.9010
Epoch 378/1875
1/1 [==============================] - ETA: 0s - loss: 0.3683 - accuracy: 0.8961
1/1 [==============================] - 0s 80ms/step - loss: 0.3683 - accuracy: 0.8961 - val_loss: 0.3506 - val_accuracy: 0.9019
Epoch 379/1875
1/1 [==============================] - ETA: 0s - loss: 0.3674 - accuracy: 0.8957
1/1 [==============================] - 0s 80ms/step - loss: 0.3674 - accuracy: 0.8957 - val_loss: 0.3512 - val_accuracy: 0.9019
Epoch 380/1875
1/1 [==============================] - ETA: 0s - loss: 0.3666 - accuracy: 0.8966
1/1 [==============================] - 0s 80ms/step - loss: 0.3666 - accuracy: 0.8966 - val_loss: 0.3490 - val_accuracy: 0.9022
Epoch 381/1875
1/1 [==============================] - ETA: 0s - loss: 0.3657 - accuracy: 0.8962
1/1 [==============================] - 0s 80ms/step - loss: 0.3657 - accuracy: 0.8962 - val_loss: 0.3496 - val_accuracy: 0.9026
Epoch 382/1875
1/1 [==============================] - ETA: 0s - loss: 0.3649 - accuracy: 0.8973
1/1 [==============================] - 0s 80ms/step - loss: 0.3649 - accuracy: 0.8973 - val_loss: 0.3474 - val_accuracy: 0.9027
Epoch 383/1875
1/1 [==============================] - ETA: 0s - loss: 0.3640 - accuracy: 0.8967
1/1 [==============================] - 0s 85ms/step - loss: 0.3640 - accuracy: 0.8967 - val_loss: 0.3479 - val_accuracy: 0.9033
Epoch 384/1875
1/1 [==============================] - ETA: 0s - loss: 0.3633 - accuracy: 0.8976
1/1 [==============================] - 0s 74ms/step - loss: 0.3633 - accuracy: 0.8976 - val_loss: 0.3458 - val_accuracy: 0.9030
Epoch 385/1875
1/1 [==============================] - ETA: 0s - loss: 0.3624 - accuracy: 0.8973
1/1 [==============================] - 0s 74ms/step - loss: 0.3624 - accuracy: 0.8973 - val_loss: 0.3463 - val_accuracy: 0.9039
Epoch 386/1875
1/1 [==============================] - ETA: 0s - loss: 0.3616 - accuracy: 0.8982
1/1 [==============================] - 0s 80ms/step - loss: 0.3616 - accuracy: 0.8982 - val_loss: 0.3442 - val_accuracy: 0.9032
Epoch 387/1875
1/1 [==============================] - ETA: 0s - loss: 0.3607 - accuracy: 0.8977
1/1 [==============================] - 0s 80ms/step - loss: 0.3607 - accuracy: 0.8977 - val_loss: 0.3447 - val_accuracy: 0.9046
Epoch 388/1875
1/1 [==============================] - ETA: 0s - loss: 0.3600 - accuracy: 0.8988
1/1 [==============================] - 0s 80ms/step - loss: 0.3600 - accuracy: 0.8988 - val_loss: 0.3427 - val_accuracy: 0.9035
Epoch 389/1875
1/1 [==============================] - ETA: 0s - loss: 0.3591 - accuracy: 0.8981
1/1 [==============================] - 0s 80ms/step - loss: 0.3591 - accuracy: 0.8981 - val_loss: 0.3432 - val_accuracy: 0.9045
Epoch 390/1875
1/1 [==============================] - ETA: 0s - loss: 0.3584 - accuracy: 0.8994
1/1 [==============================] - 0s 80ms/step - loss: 0.3584 - accuracy: 0.8994 - val_loss: 0.3411 - val_accuracy: 0.9045
Epoch 391/1875
1/1 [==============================] - ETA: 0s - loss: 0.3576 - accuracy: 0.8986
1/1 [==============================] - 0s 81ms/step - loss: 0.3576 - accuracy: 0.8986 - val_loss: 0.3416 - val_accuracy: 0.9051
Epoch 392/1875
1/1 [==============================] - ETA: 0s - loss: 0.3569 - accuracy: 0.8998
1/1 [==============================] - 0s 91ms/step - loss: 0.3569 - accuracy: 0.8998 - val_loss: 0.3396 - val_accuracy: 0.9045
Epoch 393/1875
1/1 [==============================] - ETA: 0s - loss: 0.3560 - accuracy: 0.8991
1/1 [==============================] - 0s 74ms/step - loss: 0.3560 - accuracy: 0.8991 - val_loss: 0.3401 - val_accuracy: 0.9057
Epoch 394/1875
1/1 [==============================] - ETA: 0s - loss: 0.3553 - accuracy: 0.9003
1/1 [==============================] - 0s 74ms/step - loss: 0.3553 - accuracy: 0.9003 - val_loss: 0.3382 - val_accuracy: 0.9049
Epoch 395/1875
1/1 [==============================] - ETA: 0s - loss: 0.3545 - accuracy: 0.8995
1/1 [==============================] - 0s 80ms/step - loss: 0.3545 - accuracy: 0.8995 - val_loss: 0.3386 - val_accuracy: 0.9061
Epoch 396/1875
1/1 [==============================] - ETA: 0s - loss: 0.3538 - accuracy: 0.9007
1/1 [==============================] - 0s 80ms/step - loss: 0.3538 - accuracy: 0.9007 - val_loss: 0.3367 - val_accuracy: 0.9053
Epoch 397/1875
1/1 [==============================] - ETA: 0s - loss: 0.3530 - accuracy: 0.9000
1/1 [==============================] - 0s 80ms/step - loss: 0.3530 - accuracy: 0.9000 - val_loss: 0.3371 - val_accuracy: 0.9068
Epoch 398/1875
1/1 [==============================] - ETA: 0s - loss: 0.3523 - accuracy: 0.9009
1/1 [==============================] - 0s 81ms/step - loss: 0.3523 - accuracy: 0.9009 - val_loss: 0.3353 - val_accuracy: 0.9059
Epoch 399/1875
1/1 [==============================] - ETA: 0s - loss: 0.3515 - accuracy: 0.9004
1/1 [==============================] - 0s 80ms/step - loss: 0.3515 - accuracy: 0.9004 - val_loss: 0.3357 - val_accuracy: 0.9074
Epoch 400/1875
1/1 [==============================] - ETA: 0s - loss: 0.3508 - accuracy: 0.9013
1/1 [==============================] - 0s 80ms/step - loss: 0.3508 - accuracy: 0.9013 - val_loss: 0.3339 - val_accuracy: 0.9066
Epoch 401/1875
1/1 [==============================] - ETA: 0s - loss: 0.3500 - accuracy: 0.9009
1/1 [==============================] - 0s 92ms/step - loss: 0.3500 - accuracy: 0.9009 - val_loss: 0.3342 - val_accuracy: 0.9078
Epoch 402/1875
1/1 [==============================] - ETA: 0s - loss: 0.3494 - accuracy: 0.9015
1/1 [==============================] - 0s 74ms/step - loss: 0.3494 - accuracy: 0.9015 - val_loss: 0.3325 - val_accuracy: 0.9072
Epoch 403/1875
1/1 [==============================] - ETA: 0s - loss: 0.3486 - accuracy: 0.9013
1/1 [==============================] - 0s 74ms/step - loss: 0.3486 - accuracy: 0.9013 - val_loss: 0.3328 - val_accuracy: 0.9079
Epoch 404/1875
1/1 [==============================] - ETA: 0s - loss: 0.3479 - accuracy: 0.9019
1/1 [==============================] - 0s 83ms/step - loss: 0.3479 - accuracy: 0.9019 - val_loss: 0.3311 - val_accuracy: 0.9080
Epoch 405/1875
1/1 [==============================] - ETA: 0s - loss: 0.3472 - accuracy: 0.9017
1/1 [==============================] - 0s 80ms/step - loss: 0.3472 - accuracy: 0.9017 - val_loss: 0.3314 - val_accuracy: 0.9082
Epoch 406/1875
1/1 [==============================] - ETA: 0s - loss: 0.3465 - accuracy: 0.9023
1/1 [==============================] - 0s 80ms/step - loss: 0.3465 - accuracy: 0.9023 - val_loss: 0.3298 - val_accuracy: 0.9083
Epoch 407/1875
1/1 [==============================] - ETA: 0s - loss: 0.3458 - accuracy: 0.9020
1/1 [==============================] - 0s 80ms/step - loss: 0.3458 - accuracy: 0.9020 - val_loss: 0.3301 - val_accuracy: 0.9088
Epoch 408/1875
1/1 [==============================] - ETA: 0s - loss: 0.3451 - accuracy: 0.9027
1/1 [==============================] - 0s 80ms/step - loss: 0.3451 - accuracy: 0.9027 - val_loss: 0.3284 - val_accuracy: 0.9085
Epoch 409/1875
1/1 [==============================] - ETA: 0s - loss: 0.3444 - accuracy: 0.9024
1/1 [==============================] - 0s 85ms/step - loss: 0.3444 - accuracy: 0.9024 - val_loss: 0.3287 - val_accuracy: 0.9088
Epoch 410/1875
1/1 [==============================] - ETA: 0s - loss: 0.3438 - accuracy: 0.9030
1/1 [==============================] - 0s 76ms/step - loss: 0.3438 - accuracy: 0.9030 - val_loss: 0.3271 - val_accuracy: 0.9089
Epoch 411/1875
1/1 [==============================] - ETA: 0s - loss: 0.3431 - accuracy: 0.9030
1/1 [==============================] - 0s 74ms/step - loss: 0.3431 - accuracy: 0.9030 - val_loss: 0.3274 - val_accuracy: 0.9092
Epoch 412/1875
1/1 [==============================] - ETA: 0s - loss: 0.3424 - accuracy: 0.9032
1/1 [==============================] - 0s 80ms/step - loss: 0.3424 - accuracy: 0.9032 - val_loss: 0.3258 - val_accuracy: 0.9090
Epoch 413/1875
1/1 [==============================] - ETA: 0s - loss: 0.3417 - accuracy: 0.9033
1/1 [==============================] - 0s 80ms/step - loss: 0.3417 - accuracy: 0.9033 - val_loss: 0.3261 - val_accuracy: 0.9096
Epoch 414/1875
1/1 [==============================] - ETA: 0s - loss: 0.3411 - accuracy: 0.9034
1/1 [==============================] - 0s 80ms/step - loss: 0.3411 - accuracy: 0.9034 - val_loss: 0.3245 - val_accuracy: 0.9093
Epoch 415/1875
1/1 [==============================] - ETA: 0s - loss: 0.3404 - accuracy: 0.9037
1/1 [==============================] - 0s 80ms/step - loss: 0.3404 - accuracy: 0.9037 - val_loss: 0.3248 - val_accuracy: 0.9100
Epoch 416/1875
1/1 [==============================] - ETA: 0s - loss: 0.3398 - accuracy: 0.9037
1/1 [==============================] - 0s 81ms/step - loss: 0.3398 - accuracy: 0.9037 - val_loss: 0.3233 - val_accuracy: 0.9097
Epoch 417/1875
1/1 [==============================] - ETA: 0s - loss: 0.3391 - accuracy: 0.9041
1/1 [==============================] - 0s 81ms/step - loss: 0.3391 - accuracy: 0.9041 - val_loss: 0.3235 - val_accuracy: 0.9103
Epoch 418/1875
1/1 [==============================] - ETA: 0s - loss: 0.3385 - accuracy: 0.9040
1/1 [==============================] - 0s 92ms/step - loss: 0.3385 - accuracy: 0.9040 - val_loss: 0.3221 - val_accuracy: 0.9102
Epoch 419/1875
1/1 [==============================] - ETA: 0s - loss: 0.3378 - accuracy: 0.9045
1/1 [==============================] - 0s 74ms/step - loss: 0.3378 - accuracy: 0.9045 - val_loss: 0.3222 - val_accuracy: 0.9103
Epoch 420/1875
1/1 [==============================] - ETA: 0s - loss: 0.3372 - accuracy: 0.9043
1/1 [==============================] - 0s 74ms/step - loss: 0.3372 - accuracy: 0.9043 - val_loss: 0.3208 - val_accuracy: 0.9109
Epoch 421/1875
1/1 [==============================] - ETA: 0s - loss: 0.3366 - accuracy: 0.9047
1/1 [==============================] - 0s 80ms/step - loss: 0.3366 - accuracy: 0.9047 - val_loss: 0.3210 - val_accuracy: 0.9106
Epoch 422/1875
1/1 [==============================] - ETA: 0s - loss: 0.3360 - accuracy: 0.9045
1/1 [==============================] - 0s 87ms/step - loss: 0.3360 - accuracy: 0.9045 - val_loss: 0.3196 - val_accuracy: 0.9110
Epoch 423/1875
1/1 [==============================] - ETA: 0s - loss: 0.3353 - accuracy: 0.9052
1/1 [==============================] - 0s 82ms/step - loss: 0.3353 - accuracy: 0.9052 - val_loss: 0.3198 - val_accuracy: 0.9110
Epoch 424/1875
1/1 [==============================] - ETA: 0s - loss: 0.3347 - accuracy: 0.9048
1/1 [==============================] - 0s 80ms/step - loss: 0.3347 - accuracy: 0.9048 - val_loss: 0.3184 - val_accuracy: 0.9112
Epoch 425/1875
1/1 [==============================] - ETA: 0s - loss: 0.3341 - accuracy: 0.9056
1/1 [==============================] - 0s 81ms/step - loss: 0.3341 - accuracy: 0.9056 - val_loss: 0.3186 - val_accuracy: 0.9111
Epoch 426/1875
1/1 [==============================] - ETA: 0s - loss: 0.3335 - accuracy: 0.9053
1/1 [==============================] - 0s 87ms/step - loss: 0.3335 - accuracy: 0.9053 - val_loss: 0.3173 - val_accuracy: 0.9115
Epoch 427/1875
1/1 [==============================] - ETA: 0s - loss: 0.3329 - accuracy: 0.9059
1/1 [==============================] - 0s 92ms/step - loss: 0.3329 - accuracy: 0.9059 - val_loss: 0.3174 - val_accuracy: 0.9113
Epoch 428/1875
1/1 [==============================] - ETA: 0s - loss: 0.3323 - accuracy: 0.9056
1/1 [==============================] - 0s 74ms/step - loss: 0.3323 - accuracy: 0.9056 - val_loss: 0.3161 - val_accuracy: 0.9116
Epoch 429/1875
1/1 [==============================] - ETA: 0s - loss: 0.3317 - accuracy: 0.9062
1/1 [==============================] - 0s 80ms/step - loss: 0.3317 - accuracy: 0.9062 - val_loss: 0.3163 - val_accuracy: 0.9118
Epoch 430/1875
1/1 [==============================] - ETA: 0s - loss: 0.3311 - accuracy: 0.9063
1/1 [==============================] - 0s 80ms/step - loss: 0.3311 - accuracy: 0.9063 - val_loss: 0.3150 - val_accuracy: 0.9119
Epoch 431/1875
1/1 [==============================] - ETA: 0s - loss: 0.3305 - accuracy: 0.9068
1/1 [==============================] - 0s 80ms/step - loss: 0.3305 - accuracy: 0.9068 - val_loss: 0.3151 - val_accuracy: 0.9120
Epoch 432/1875
1/1 [==============================] - ETA: 0s - loss: 0.3300 - accuracy: 0.9064
1/1 [==============================] - 0s 80ms/step - loss: 0.3300 - accuracy: 0.9064 - val_loss: 0.3139 - val_accuracy: 0.9119
Epoch 433/1875
1/1 [==============================] - ETA: 0s - loss: 0.3294 - accuracy: 0.9071
1/1 [==============================] - 0s 80ms/step - loss: 0.3294 - accuracy: 0.9071 - val_loss: 0.3140 - val_accuracy: 0.9124
Epoch 434/1875
1/1 [==============================] - ETA: 0s - loss: 0.3288 - accuracy: 0.9067
1/1 [==============================] - 0s 80ms/step - loss: 0.3288 - accuracy: 0.9067 - val_loss: 0.3128 - val_accuracy: 0.9121
Epoch 435/1875
1/1 [==============================] - ETA: 0s - loss: 0.3283 - accuracy: 0.9075
1/1 [==============================] - 0s 85ms/step - loss: 0.3283 - accuracy: 0.9075 - val_loss: 0.3129 - val_accuracy: 0.9128
Epoch 436/1875
1/1 [==============================] - ETA: 0s - loss: 0.3277 - accuracy: 0.9071
1/1 [==============================] - 0s 74ms/step - loss: 0.3277 - accuracy: 0.9071 - val_loss: 0.3117 - val_accuracy: 0.9126
Epoch 437/1875
1/1 [==============================] - ETA: 0s - loss: 0.3272 - accuracy: 0.9078
1/1 [==============================] - 0s 80ms/step - loss: 0.3272 - accuracy: 0.9078 - val_loss: 0.3118 - val_accuracy: 0.9129
Epoch 438/1875
1/1 [==============================] - ETA: 0s - loss: 0.3266 - accuracy: 0.9074
1/1 [==============================] - 0s 80ms/step - loss: 0.3266 - accuracy: 0.9074 - val_loss: 0.3107 - val_accuracy: 0.9128
Epoch 439/1875
1/1 [==============================] - ETA: 0s - loss: 0.3261 - accuracy: 0.9080
1/1 [==============================] - 0s 81ms/step - loss: 0.3261 - accuracy: 0.9080 - val_loss: 0.3107 - val_accuracy: 0.9131
Epoch 440/1875
1/1 [==============================] - ETA: 0s - loss: 0.3255 - accuracy: 0.9078
1/1 [==============================] - 0s 89ms/step - loss: 0.3255 - accuracy: 0.9078 - val_loss: 0.3096 - val_accuracy: 0.9132
Epoch 441/1875
1/1 [==============================] - ETA: 0s - loss: 0.3250 - accuracy: 0.9083
1/1 [==============================] - 0s 80ms/step - loss: 0.3250 - accuracy: 0.9083 - val_loss: 0.3097 - val_accuracy: 0.9136
Epoch 442/1875
1/1 [==============================] - ETA: 0s - loss: 0.3244 - accuracy: 0.9081
1/1 [==============================] - 0s 80ms/step - loss: 0.3244 - accuracy: 0.9081 - val_loss: 0.3086 - val_accuracy: 0.9138
Epoch 443/1875
1/1 [==============================] - ETA: 0s - loss: 0.3239 - accuracy: 0.9088
1/1 [==============================] - 0s 81ms/step - loss: 0.3239 - accuracy: 0.9088 - val_loss: 0.3086 - val_accuracy: 0.9140
Epoch 444/1875
1/1 [==============================] - ETA: 0s - loss: 0.3234 - accuracy: 0.9084
1/1 [==============================] - 0s 92ms/step - loss: 0.3234 - accuracy: 0.9084 - val_loss: 0.3076 - val_accuracy: 0.9143
Epoch 445/1875
1/1 [==============================] - ETA: 0s - loss: 0.3228 - accuracy: 0.9089
1/1 [==============================] - 0s 74ms/step - loss: 0.3228 - accuracy: 0.9089 - val_loss: 0.3076 - val_accuracy: 0.9144
Epoch 446/1875
1/1 [==============================] - ETA: 0s - loss: 0.3223 - accuracy: 0.9086
1/1 [==============================] - 0s 74ms/step - loss: 0.3223 - accuracy: 0.9086 - val_loss: 0.3066 - val_accuracy: 0.9143
Epoch 447/1875
1/1 [==============================] - ETA: 0s - loss: 0.3218 - accuracy: 0.9093
1/1 [==============================] - 0s 84ms/step - loss: 0.3218 - accuracy: 0.9093 - val_loss: 0.3066 - val_accuracy: 0.9148
Epoch 448/1875
1/1 [==============================] - ETA: 0s - loss: 0.3213 - accuracy: 0.9089
1/1 [==============================] - 0s 80ms/step - loss: 0.3213 - accuracy: 0.9089 - val_loss: 0.3056 - val_accuracy: 0.9149
Epoch 449/1875
1/1 [==============================] - ETA: 0s - loss: 0.3208 - accuracy: 0.9095
1/1 [==============================] - 0s 80ms/step - loss: 0.3208 - accuracy: 0.9095 - val_loss: 0.3056 - val_accuracy: 0.9152
Epoch 450/1875
1/1 [==============================] - ETA: 0s - loss: 0.3203 - accuracy: 0.9091
1/1 [==============================] - 0s 80ms/step - loss: 0.3203 - accuracy: 0.9091 - val_loss: 0.3046 - val_accuracy: 0.9151
Epoch 451/1875
1/1 [==============================] - ETA: 0s - loss: 0.3198 - accuracy: 0.9097
1/1 [==============================] - 0s 80ms/step - loss: 0.3198 - accuracy: 0.9097 - val_loss: 0.3046 - val_accuracy: 0.9158
Epoch 452/1875
1/1 [==============================] - ETA: 0s - loss: 0.3193 - accuracy: 0.9093
1/1 [==============================] - 0s 80ms/step - loss: 0.3193 - accuracy: 0.9093 - val_loss: 0.3036 - val_accuracy: 0.9152
Epoch 453/1875
1/1 [==============================] - ETA: 0s - loss: 0.3188 - accuracy: 0.9099
1/1 [==============================] - 0s 93ms/step - loss: 0.3188 - accuracy: 0.9099 - val_loss: 0.3036 - val_accuracy: 0.9159
Epoch 454/1875
1/1 [==============================] - ETA: 0s - loss: 0.3183 - accuracy: 0.9096
1/1 [==============================] - 0s 74ms/step - loss: 0.3183 - accuracy: 0.9096 - val_loss: 0.3027 - val_accuracy: 0.9153
Epoch 455/1875
1/1 [==============================] - ETA: 0s - loss: 0.3178 - accuracy: 0.9100
1/1 [==============================] - 0s 74ms/step - loss: 0.3178 - accuracy: 0.9100 - val_loss: 0.3027 - val_accuracy: 0.9164
Epoch 456/1875
1/1 [==============================] - ETA: 0s - loss: 0.3173 - accuracy: 0.9097
1/1 [==============================] - 0s 80ms/step - loss: 0.3173 - accuracy: 0.9097 - val_loss: 0.3017 - val_accuracy: 0.9151
Epoch 457/1875
1/1 [==============================] - ETA: 0s - loss: 0.3168 - accuracy: 0.9101
1/1 [==============================] - 0s 80ms/step - loss: 0.3168 - accuracy: 0.9101 - val_loss: 0.3017 - val_accuracy: 0.9166
Epoch 458/1875
1/1 [==============================] - ETA: 0s - loss: 0.3163 - accuracy: 0.9099
1/1 [==============================] - 0s 80ms/step - loss: 0.3163 - accuracy: 0.9099 - val_loss: 0.3008 - val_accuracy: 0.9153
Epoch 459/1875
1/1 [==============================] - ETA: 0s - loss: 0.3158 - accuracy: 0.9102
1/1 [==============================] - 0s 80ms/step - loss: 0.3158 - accuracy: 0.9102 - val_loss: 0.3008 - val_accuracy: 0.9167
Epoch 460/1875
1/1 [==============================] - ETA: 0s - loss: 0.3154 - accuracy: 0.9102
1/1 [==============================] - 0s 80ms/step - loss: 0.3154 - accuracy: 0.9102 - val_loss: 0.2999 - val_accuracy: 0.9157
Epoch 461/1875
1/1 [==============================] - ETA: 0s - loss: 0.3149 - accuracy: 0.9104
1/1 [==============================] - 0s 85ms/step - loss: 0.3149 - accuracy: 0.9104 - val_loss: 0.2999 - val_accuracy: 0.9168
Epoch 462/1875
1/1 [==============================] - ETA: 0s - loss: 0.3144 - accuracy: 0.9105
1/1 [==============================] - 0s 74ms/step - loss: 0.3144 - accuracy: 0.9105 - val_loss: 0.2990 - val_accuracy: 0.9161
Epoch 463/1875
1/1 [==============================] - ETA: 0s - loss: 0.3139 - accuracy: 0.9107
1/1 [==============================] - 0s 74ms/step - loss: 0.3139 - accuracy: 0.9107 - val_loss: 0.2989 - val_accuracy: 0.9169
Epoch 464/1875
1/1 [==============================] - ETA: 0s - loss: 0.3135 - accuracy: 0.9106
1/1 [==============================] - 0s 74ms/step - loss: 0.3135 - accuracy: 0.9106 - val_loss: 0.2981 - val_accuracy: 0.9166
Epoch 465/1875
1/1 [==============================] - ETA: 0s - loss: 0.3130 - accuracy: 0.9109
1/1 [==============================] - 0s 80ms/step - loss: 0.3130 - accuracy: 0.9109 - val_loss: 0.2980 - val_accuracy: 0.9173
Epoch 466/1875
1/1 [==============================] - ETA: 0s - loss: 0.3125 - accuracy: 0.9108
1/1 [==============================] - 0s 80ms/step - loss: 0.3125 - accuracy: 0.9108 - val_loss: 0.2972 - val_accuracy: 0.9169
Epoch 467/1875
1/1 [==============================] - ETA: 0s - loss: 0.3121 - accuracy: 0.9111
1/1 [==============================] - 0s 80ms/step - loss: 0.3121 - accuracy: 0.9111 - val_loss: 0.2971 - val_accuracy: 0.9173
Epoch 468/1875
1/1 [==============================] - ETA: 0s - loss: 0.3116 - accuracy: 0.9110
1/1 [==============================] - 0s 80ms/step - loss: 0.3116 - accuracy: 0.9110 - val_loss: 0.2963 - val_accuracy: 0.9171
Epoch 469/1875
1/1 [==============================] - ETA: 0s - loss: 0.3112 - accuracy: 0.9115
1/1 [==============================] - 0s 87ms/step - loss: 0.3112 - accuracy: 0.9115 - val_loss: 0.2962 - val_accuracy: 0.9174
Epoch 470/1875
1/1 [==============================] - ETA: 0s - loss: 0.3107 - accuracy: 0.9112
1/1 [==============================] - 0s 92ms/step - loss: 0.3107 - accuracy: 0.9112 - val_loss: 0.2954 - val_accuracy: 0.9174
Epoch 471/1875
1/1 [==============================] - ETA: 0s - loss: 0.3103 - accuracy: 0.9118
1/1 [==============================] - 0s 74ms/step - loss: 0.3103 - accuracy: 0.9118 - val_loss: 0.2954 - val_accuracy: 0.9174
Epoch 472/1875
1/1 [==============================] - ETA: 0s - loss: 0.3098 - accuracy: 0.9114
1/1 [==============================] - 0s 74ms/step - loss: 0.3098 - accuracy: 0.9114 - val_loss: 0.2946 - val_accuracy: 0.9181
Epoch 473/1875
1/1 [==============================] - ETA: 0s - loss: 0.3094 - accuracy: 0.9119
1/1 [==============================] - 0s 74ms/step - loss: 0.3094 - accuracy: 0.9119 - val_loss: 0.2945 - val_accuracy: 0.9176
Epoch 474/1875
1/1 [==============================] - ETA: 0s - loss: 0.3089 - accuracy: 0.9118
1/1 [==============================] - 0s 81ms/step - loss: 0.3089 - accuracy: 0.9118 - val_loss: 0.2937 - val_accuracy: 0.9183
Epoch 475/1875
1/1 [==============================] - ETA: 0s - loss: 0.3085 - accuracy: 0.9122
1/1 [==============================] - 0s 80ms/step - loss: 0.3085 - accuracy: 0.9122 - val_loss: 0.2936 - val_accuracy: 0.9180
Epoch 476/1875
1/1 [==============================] - ETA: 0s - loss: 0.3080 - accuracy: 0.9120
1/1 [==============================] - 0s 80ms/step - loss: 0.3080 - accuracy: 0.9120 - val_loss: 0.2929 - val_accuracy: 0.9186
Epoch 477/1875
1/1 [==============================] - ETA: 0s - loss: 0.3076 - accuracy: 0.9125
1/1 [==============================] - 0s 80ms/step - loss: 0.3076 - accuracy: 0.9125 - val_loss: 0.2928 - val_accuracy: 0.9186
Epoch 478/1875
1/1 [==============================] - ETA: 0s - loss: 0.3072 - accuracy: 0.9122
1/1 [==============================] - 0s 80ms/step - loss: 0.3072 - accuracy: 0.9122 - val_loss: 0.2920 - val_accuracy: 0.9189
Epoch 479/1875
1/1 [==============================] - ETA: 0s - loss: 0.3067 - accuracy: 0.9128
1/1 [==============================] - 0s 92ms/step - loss: 0.3067 - accuracy: 0.9128 - val_loss: 0.2919 - val_accuracy: 0.9188
Epoch 480/1875
1/1 [==============================] - ETA: 0s - loss: 0.3063 - accuracy: 0.9124
1/1 [==============================] - 0s 74ms/step - loss: 0.3063 - accuracy: 0.9124 - val_loss: 0.2912 - val_accuracy: 0.9189
Epoch 481/1875
1/1 [==============================] - ETA: 0s - loss: 0.3059 - accuracy: 0.9130
1/1 [==============================] - 0s 74ms/step - loss: 0.3059 - accuracy: 0.9130 - val_loss: 0.2911 - val_accuracy: 0.9191
Epoch 482/1875
1/1 [==============================] - ETA: 0s - loss: 0.3054 - accuracy: 0.9126
1/1 [==============================] - 0s 74ms/step - loss: 0.3054 - accuracy: 0.9126 - val_loss: 0.2904 - val_accuracy: 0.9189
Epoch 483/1875
1/1 [==============================] - ETA: 0s - loss: 0.3050 - accuracy: 0.9133
1/1 [==============================] - 0s 74ms/step - loss: 0.3050 - accuracy: 0.9133 - val_loss: 0.2903 - val_accuracy: 0.9192
Epoch 484/1875
1/1 [==============================] - ETA: 0s - loss: 0.3046 - accuracy: 0.9128
1/1 [==============================] - 0s 80ms/step - loss: 0.3046 - accuracy: 0.9128 - val_loss: 0.2896 - val_accuracy: 0.9192
Epoch 485/1875
1/1 [==============================] - ETA: 0s - loss: 0.3042 - accuracy: 0.9135
1/1 [==============================] - 0s 81ms/step - loss: 0.3042 - accuracy: 0.9135 - val_loss: 0.2894 - val_accuracy: 0.9192
Epoch 486/1875
1/1 [==============================] - ETA: 0s - loss: 0.3037 - accuracy: 0.9130
1/1 [==============================] - 0s 80ms/step - loss: 0.3037 - accuracy: 0.9130 - val_loss: 0.2888 - val_accuracy: 0.9195
Epoch 487/1875
1/1 [==============================] - ETA: 0s - loss: 0.3033 - accuracy: 0.9137
1/1 [==============================] - 0s 86ms/step - loss: 0.3033 - accuracy: 0.9137 - val_loss: 0.2886 - val_accuracy: 0.9193
Epoch 488/1875
1/1 [==============================] - ETA: 0s - loss: 0.3029 - accuracy: 0.9131
1/1 [==============================] - 0s 74ms/step - loss: 0.3029 - accuracy: 0.9131 - val_loss: 0.2880 - val_accuracy: 0.9192
Epoch 489/1875
1/1 [==============================] - ETA: 0s - loss: 0.3025 - accuracy: 0.9139
1/1 [==============================] - 0s 74ms/step - loss: 0.3025 - accuracy: 0.9139 - val_loss: 0.2878 - val_accuracy: 0.9194
Epoch 490/1875
1/1 [==============================] - ETA: 0s - loss: 0.3021 - accuracy: 0.9134
1/1 [==============================] - 0s 75ms/step - loss: 0.3021 - accuracy: 0.9134 - val_loss: 0.2872 - val_accuracy: 0.9194
Epoch 491/1875
1/1 [==============================] - ETA: 0s - loss: 0.3017 - accuracy: 0.9140
1/1 [==============================] - 0s 76ms/step - loss: 0.3017 - accuracy: 0.9140 - val_loss: 0.2870 - val_accuracy: 0.9194
Epoch 492/1875
1/1 [==============================] - ETA: 0s - loss: 0.3013 - accuracy: 0.9136
1/1 [==============================] - 0s 80ms/step - loss: 0.3013 - accuracy: 0.9136 - val_loss: 0.2864 - val_accuracy: 0.9196
Epoch 493/1875
1/1 [==============================] - ETA: 0s - loss: 0.3009 - accuracy: 0.9142
1/1 [==============================] - 0s 80ms/step - loss: 0.3009 - accuracy: 0.9142 - val_loss: 0.2862 - val_accuracy: 0.9194
Epoch 494/1875
1/1 [==============================] - ETA: 0s - loss: 0.3005 - accuracy: 0.9139
1/1 [==============================] - 0s 86ms/step - loss: 0.3005 - accuracy: 0.9139 - val_loss: 0.2856 - val_accuracy: 0.9197
Epoch 495/1875
1/1 [==============================] - ETA: 0s - loss: 0.3001 - accuracy: 0.9143
1/1 [==============================] - 0s 87ms/step - loss: 0.3001 - accuracy: 0.9143 - val_loss: 0.2854 - val_accuracy: 0.9196
Epoch 496/1875
1/1 [==============================] - ETA: 0s - loss: 0.2997 - accuracy: 0.9141
1/1 [==============================] - 0s 92ms/step - loss: 0.2997 - accuracy: 0.9141 - val_loss: 0.2848 - val_accuracy: 0.9196
Epoch 497/1875
1/1 [==============================] - ETA: 0s - loss: 0.2993 - accuracy: 0.9146
1/1 [==============================] - 0s 75ms/step - loss: 0.2993 - accuracy: 0.9146 - val_loss: 0.2847 - val_accuracy: 0.9198
Epoch 498/1875
1/1 [==============================] - ETA: 0s - loss: 0.2989 - accuracy: 0.9144
1/1 [==============================] - 0s 74ms/step - loss: 0.2989 - accuracy: 0.9144 - val_loss: 0.2841 - val_accuracy: 0.9197
Epoch 499/1875
1/1 [==============================] - ETA: 0s - loss: 0.2985 - accuracy: 0.9148
1/1 [==============================] - 0s 74ms/step - loss: 0.2985 - accuracy: 0.9148 - val_loss: 0.2839 - val_accuracy: 0.9199
Epoch 500/1875
1/1 [==============================] - ETA: 0s - loss: 0.2981 - accuracy: 0.9146
1/1 [==============================] - 0s 74ms/step - loss: 0.2981 - accuracy: 0.9146 - val_loss: 0.2833 - val_accuracy: 0.9198
Epoch 501/1875
1/1 [==============================] - ETA: 0s - loss: 0.2977 - accuracy: 0.9150
1/1 [==============================] - 0s 80ms/step - loss: 0.2977 - accuracy: 0.9150 - val_loss: 0.2831 - val_accuracy: 0.9201
Epoch 502/1875
1/1 [==============================] - ETA: 0s - loss: 0.2973 - accuracy: 0.9149
1/1 [==============================] - 0s 80ms/step - loss: 0.2973 - accuracy: 0.9149 - val_loss: 0.2826 - val_accuracy: 0.9199
Epoch 503/1875
1/1 [==============================] - ETA: 0s - loss: 0.2969 - accuracy: 0.9152
1/1 [==============================] - 0s 80ms/step - loss: 0.2969 - accuracy: 0.9152 - val_loss: 0.2824 - val_accuracy: 0.9203
Epoch 504/1875
1/1 [==============================] - ETA: 0s - loss: 0.2965 - accuracy: 0.9151
1/1 [==============================] - 0s 81ms/step - loss: 0.2965 - accuracy: 0.9151 - val_loss: 0.2818 - val_accuracy: 0.9201
Epoch 505/1875
1/1 [==============================] - ETA: 0s - loss: 0.2961 - accuracy: 0.9154
1/1 [==============================] - 0s 92ms/step - loss: 0.2961 - accuracy: 0.9154 - val_loss: 0.2816 - val_accuracy: 0.9202
Epoch 506/1875
1/1 [==============================] - ETA: 0s - loss: 0.2957 - accuracy: 0.9153
1/1 [==============================] - 0s 75ms/step - loss: 0.2957 - accuracy: 0.9153 - val_loss: 0.2811 - val_accuracy: 0.9202
Epoch 507/1875
1/1 [==============================] - ETA: 0s - loss: 0.2954 - accuracy: 0.9157
1/1 [==============================] - 0s 74ms/step - loss: 0.2954 - accuracy: 0.9157 - val_loss: 0.2809 - val_accuracy: 0.9203
Epoch 508/1875
1/1 [==============================] - ETA: 0s - loss: 0.2950 - accuracy: 0.9155
1/1 [==============================] - 0s 74ms/step - loss: 0.2950 - accuracy: 0.9155 - val_loss: 0.2804 - val_accuracy: 0.9201
Epoch 509/1875
1/1 [==============================] - ETA: 0s - loss: 0.2946 - accuracy: 0.9158
1/1 [==============================] - 0s 74ms/step - loss: 0.2946 - accuracy: 0.9158 - val_loss: 0.2802 - val_accuracy: 0.9209
Epoch 510/1875
1/1 [==============================] - ETA: 0s - loss: 0.2942 - accuracy: 0.9158
1/1 [==============================] - 0s 75ms/step - loss: 0.2942 - accuracy: 0.9158 - val_loss: 0.2796 - val_accuracy: 0.9203
Epoch 511/1875
1/1 [==============================] - ETA: 0s - loss: 0.2939 - accuracy: 0.9162
1/1 [==============================] - 0s 81ms/step - loss: 0.2939 - accuracy: 0.9162 - val_loss: 0.2794 - val_accuracy: 0.9210
Epoch 512/1875
1/1 [==============================] - ETA: 0s - loss: 0.2935 - accuracy: 0.9159
1/1 [==============================] - 0s 80ms/step - loss: 0.2935 - accuracy: 0.9159 - val_loss: 0.2789 - val_accuracy: 0.9204
Epoch 513/1875
1/1 [==============================] - ETA: 0s - loss: 0.2931 - accuracy: 0.9164
1/1 [==============================] - 0s 86ms/step - loss: 0.2931 - accuracy: 0.9164 - val_loss: 0.2787 - val_accuracy: 0.9212
Epoch 514/1875
1/1 [==============================] - ETA: 0s - loss: 0.2927 - accuracy: 0.9162
1/1 [==============================] - 0s 75ms/step - loss: 0.2927 - accuracy: 0.9162 - val_loss: 0.2782 - val_accuracy: 0.9204
Epoch 515/1875
1/1 [==============================] - ETA: 0s - loss: 0.2924 - accuracy: 0.9165
1/1 [==============================] - 0s 75ms/step - loss: 0.2924 - accuracy: 0.9165 - val_loss: 0.2780 - val_accuracy: 0.9215
Epoch 516/1875
1/1 [==============================] - ETA: 0s - loss: 0.2920 - accuracy: 0.9163
1/1 [==============================] - 0s 74ms/step - loss: 0.2920 - accuracy: 0.9163 - val_loss: 0.2775 - val_accuracy: 0.9208
Epoch 517/1875
1/1 [==============================] - ETA: 0s - loss: 0.2916 - accuracy: 0.9167
1/1 [==============================] - 0s 80ms/step - loss: 0.2916 - accuracy: 0.9167 - val_loss: 0.2773 - val_accuracy: 0.9217
Epoch 518/1875
1/1 [==============================] - ETA: 0s - loss: 0.2913 - accuracy: 0.9165
1/1 [==============================] - 0s 80ms/step - loss: 0.2913 - accuracy: 0.9165 - val_loss: 0.2768 - val_accuracy: 0.9208
Epoch 519/1875
1/1 [==============================] - ETA: 0s - loss: 0.2909 - accuracy: 0.9169
1/1 [==============================] - 0s 74ms/step - loss: 0.2909 - accuracy: 0.9169 - val_loss: 0.2766 - val_accuracy: 0.9216
Epoch 520/1875
1/1 [==============================] - ETA: 0s - loss: 0.2905 - accuracy: 0.9166
1/1 [==============================] - 0s 80ms/step - loss: 0.2905 - accuracy: 0.9166 - val_loss: 0.2761 - val_accuracy: 0.9209
Epoch 521/1875
1/1 [==============================] - ETA: 0s - loss: 0.2902 - accuracy: 0.9171
1/1 [==============================] - 0s 87ms/step - loss: 0.2902 - accuracy: 0.9171 - val_loss: 0.2759 - val_accuracy: 0.9217
Epoch 522/1875
1/1 [==============================] - ETA: 0s - loss: 0.2898 - accuracy: 0.9168
1/1 [==============================] - 0s 93ms/step - loss: 0.2898 - accuracy: 0.9168 - val_loss: 0.2754 - val_accuracy: 0.9212
Epoch 523/1875
1/1 [==============================] - ETA: 0s - loss: 0.2895 - accuracy: 0.9171
1/1 [==============================] - 0s 80ms/step - loss: 0.2895 - accuracy: 0.9171 - val_loss: 0.2752 - val_accuracy: 0.9221
Epoch 524/1875
1/1 [==============================] - ETA: 0s - loss: 0.2891 - accuracy: 0.9170
1/1 [==============================] - 0s 75ms/step - loss: 0.2891 - accuracy: 0.9170 - val_loss: 0.2747 - val_accuracy: 0.9215
Epoch 525/1875
1/1 [==============================] - ETA: 0s - loss: 0.2888 - accuracy: 0.9173
1/1 [==============================] - 0s 74ms/step - loss: 0.2888 - accuracy: 0.9173 - val_loss: 0.2745 - val_accuracy: 0.9222
Epoch 526/1875
1/1 [==============================] - ETA: 0s - loss: 0.2884 - accuracy: 0.9172
1/1 [==============================] - 0s 75ms/step - loss: 0.2884 - accuracy: 0.9172 - val_loss: 0.2741 - val_accuracy: 0.9218
Epoch 527/1875
1/1 [==============================] - ETA: 0s - loss: 0.2881 - accuracy: 0.9175
1/1 [==============================] - 0s 74ms/step - loss: 0.2881 - accuracy: 0.9175 - val_loss: 0.2738 - val_accuracy: 0.9223
Epoch 528/1875
1/1 [==============================] - ETA: 0s - loss: 0.2877 - accuracy: 0.9173
1/1 [==============================] - 0s 74ms/step - loss: 0.2877 - accuracy: 0.9173 - val_loss: 0.2734 - val_accuracy: 0.9221
Epoch 529/1875
1/1 [==============================] - ETA: 0s - loss: 0.2874 - accuracy: 0.9176
1/1 [==============================] - 0s 92ms/step - loss: 0.2874 - accuracy: 0.9176 - val_loss: 0.2732 - val_accuracy: 0.9227
Epoch 530/1875
1/1 [==============================] - ETA: 0s - loss: 0.2870 - accuracy: 0.9175
1/1 [==============================] - 0s 86ms/step - loss: 0.2870 - accuracy: 0.9175 - val_loss: 0.2727 - val_accuracy: 0.9222
Epoch 531/1875
1/1 [==============================] - ETA: 0s - loss: 0.2867 - accuracy: 0.9177
1/1 [==============================] - 0s 92ms/step - loss: 0.2867 - accuracy: 0.9177 - val_loss: 0.2725 - val_accuracy: 0.9227
Epoch 532/1875
1/1 [==============================] - ETA: 0s - loss: 0.2863 - accuracy: 0.9177
1/1 [==============================] - 0s 74ms/step - loss: 0.2863 - accuracy: 0.9177 - val_loss: 0.2721 - val_accuracy: 0.9221
Epoch 533/1875
1/1 [==============================] - ETA: 0s - loss: 0.2860 - accuracy: 0.9179
1/1 [==============================] - 0s 74ms/step - loss: 0.2860 - accuracy: 0.9179 - val_loss: 0.2718 - val_accuracy: 0.9228
Epoch 534/1875
1/1 [==============================] - ETA: 0s - loss: 0.2856 - accuracy: 0.9179
1/1 [==============================] - 0s 74ms/step - loss: 0.2856 - accuracy: 0.9179 - val_loss: 0.2714 - val_accuracy: 0.9223
Epoch 535/1875
1/1 [==============================] - ETA: 0s - loss: 0.2853 - accuracy: 0.9180
1/1 [==============================] - 0s 74ms/step - loss: 0.2853 - accuracy: 0.9180 - val_loss: 0.2712 - val_accuracy: 0.9227
Epoch 536/1875
1/1 [==============================] - ETA: 0s - loss: 0.2850 - accuracy: 0.9180
1/1 [==============================] - 0s 74ms/step - loss: 0.2850 - accuracy: 0.9180 - val_loss: 0.2708 - val_accuracy: 0.9223
Epoch 537/1875
1/1 [==============================] - ETA: 0s - loss: 0.2846 - accuracy: 0.9181
1/1 [==============================] - 0s 74ms/step - loss: 0.2846 - accuracy: 0.9181 - val_loss: 0.2705 - val_accuracy: 0.9226
Epoch 538/1875
1/1 [==============================] - ETA: 0s - loss: 0.2843 - accuracy: 0.9182
1/1 [==============================] - 0s 80ms/step - loss: 0.2843 - accuracy: 0.9182 - val_loss: 0.2701 - val_accuracy: 0.9223
Epoch 539/1875
1/1 [==============================] - ETA: 0s - loss: 0.2840 - accuracy: 0.9183
1/1 [==============================] - 0s 92ms/step - loss: 0.2840 - accuracy: 0.9183 - val_loss: 0.2699 - val_accuracy: 0.9227
Epoch 540/1875
1/1 [==============================] - ETA: 0s - loss: 0.2836 - accuracy: 0.9182
1/1 [==============================] - 0s 75ms/step - loss: 0.2836 - accuracy: 0.9182 - val_loss: 0.2695 - val_accuracy: 0.9223
Epoch 541/1875
1/1 [==============================] - ETA: 0s - loss: 0.2833 - accuracy: 0.9184
1/1 [==============================] - 0s 74ms/step - loss: 0.2833 - accuracy: 0.9184 - val_loss: 0.2692 - val_accuracy: 0.9227
Epoch 542/1875
1/1 [==============================] - ETA: 0s - loss: 0.2830 - accuracy: 0.9184
1/1 [==============================] - 0s 74ms/step - loss: 0.2830 - accuracy: 0.9184 - val_loss: 0.2688 - val_accuracy: 0.9224
Epoch 543/1875
1/1 [==============================] - ETA: 0s - loss: 0.2826 - accuracy: 0.9186
1/1 [==============================] - 0s 74ms/step - loss: 0.2826 - accuracy: 0.9186 - val_loss: 0.2686 - val_accuracy: 0.9229
Epoch 544/1875
1/1 [==============================] - ETA: 0s - loss: 0.2823 - accuracy: 0.9186
1/1 [==============================] - 0s 74ms/step - loss: 0.2823 - accuracy: 0.9186 - val_loss: 0.2682 - val_accuracy: 0.9225
Epoch 545/1875
1/1 [==============================] - ETA: 0s - loss: 0.2820 - accuracy: 0.9187
1/1 [==============================] - 0s 74ms/step - loss: 0.2820 - accuracy: 0.9187 - val_loss: 0.2679 - val_accuracy: 0.9231
Epoch 546/1875
1/1 [==============================] - ETA: 0s - loss: 0.2817 - accuracy: 0.9187
1/1 [==============================] - 0s 74ms/step - loss: 0.2817 - accuracy: 0.9187 - val_loss: 0.2676 - val_accuracy: 0.9226
Epoch 547/1875
1/1 [==============================] - ETA: 0s - loss: 0.2813 - accuracy: 0.9189
1/1 [==============================] - 0s 88ms/step - loss: 0.2813 - accuracy: 0.9189 - val_loss: 0.2673 - val_accuracy: 0.9232
Epoch 548/1875
1/1 [==============================] - ETA: 0s - loss: 0.2810 - accuracy: 0.9190
1/1 [==============================] - 0s 93ms/step - loss: 0.2810 - accuracy: 0.9190 - val_loss: 0.2670 - val_accuracy: 0.9227
Epoch 549/1875
1/1 [==============================] - ETA: 0s - loss: 0.2807 - accuracy: 0.9191
1/1 [==============================] - 0s 74ms/step - loss: 0.2807 - accuracy: 0.9191 - val_loss: 0.2667 - val_accuracy: 0.9234
Epoch 550/1875
1/1 [==============================] - ETA: 0s - loss: 0.2804 - accuracy: 0.9191
1/1 [==============================] - 0s 74ms/step - loss: 0.2804 - accuracy: 0.9191 - val_loss: 0.2663 - val_accuracy: 0.9230
Epoch 551/1875
1/1 [==============================] - ETA: 0s - loss: 0.2800 - accuracy: 0.9191
1/1 [==============================] - 0s 74ms/step - loss: 0.2800 - accuracy: 0.9191 - val_loss: 0.2661 - val_accuracy: 0.9236
Epoch 552/1875
1/1 [==============================] - ETA: 0s - loss: 0.2797 - accuracy: 0.9193
1/1 [==============================] - 0s 74ms/step - loss: 0.2797 - accuracy: 0.9193 - val_loss: 0.2657 - val_accuracy: 0.9234
Epoch 553/1875
1/1 [==============================] - ETA: 0s - loss: 0.2794 - accuracy: 0.9193
1/1 [==============================] - 0s 74ms/step - loss: 0.2794 - accuracy: 0.9193 - val_loss: 0.2655 - val_accuracy: 0.9236
Epoch 554/1875
1/1 [==============================] - ETA: 0s - loss: 0.2791 - accuracy: 0.9194
1/1 [==============================] - 0s 74ms/step - loss: 0.2791 - accuracy: 0.9194 - val_loss: 0.2651 - val_accuracy: 0.9234
Epoch 555/1875
1/1 [==============================] - ETA: 0s - loss: 0.2788 - accuracy: 0.9196
1/1 [==============================] - 0s 74ms/step - loss: 0.2788 - accuracy: 0.9196 - val_loss: 0.2648 - val_accuracy: 0.9237
Epoch 556/1875
1/1 [==============================] - ETA: 0s - loss: 0.2785 - accuracy: 0.9196
1/1 [==============================] - 0s 80ms/step - loss: 0.2785 - accuracy: 0.9196 - val_loss: 0.2645 - val_accuracy: 0.9235
Epoch 557/1875
1/1 [==============================] - ETA: 0s - loss: 0.2782 - accuracy: 0.9197
1/1 [==============================] - 0s 92ms/step - loss: 0.2782 - accuracy: 0.9197 - val_loss: 0.2642 - val_accuracy: 0.9238
Epoch 558/1875
1/1 [==============================] - ETA: 0s - loss: 0.2778 - accuracy: 0.9198
1/1 [==============================] - 0s 75ms/step - loss: 0.2778 - accuracy: 0.9198 - val_loss: 0.2639 - val_accuracy: 0.9235
Epoch 559/1875
1/1 [==============================] - ETA: 0s - loss: 0.2775 - accuracy: 0.9199
1/1 [==============================] - 0s 74ms/step - loss: 0.2775 - accuracy: 0.9199 - val_loss: 0.2636 - val_accuracy: 0.9239
Epoch 560/1875
1/1 [==============================] - ETA: 0s - loss: 0.2772 - accuracy: 0.9199
1/1 [==============================] - 0s 74ms/step - loss: 0.2772 - accuracy: 0.9199 - val_loss: 0.2633 - val_accuracy: 0.9236
Epoch 561/1875
1/1 [==============================] - ETA: 0s - loss: 0.2769 - accuracy: 0.9200
1/1 [==============================] - 0s 74ms/step - loss: 0.2769 - accuracy: 0.9200 - val_loss: 0.2630 - val_accuracy: 0.9241
Epoch 562/1875
1/1 [==============================] - ETA: 0s - loss: 0.2766 - accuracy: 0.9200
1/1 [==============================] - 0s 74ms/step - loss: 0.2766 - accuracy: 0.9200 - val_loss: 0.2627 - val_accuracy: 0.9237
Epoch 563/1875
1/1 [==============================] - ETA: 0s - loss: 0.2763 - accuracy: 0.9202
1/1 [==============================] - 0s 74ms/step - loss: 0.2763 - accuracy: 0.9202 - val_loss: 0.2624 - val_accuracy: 0.9241
Epoch 564/1875
1/1 [==============================] - ETA: 0s - loss: 0.2760 - accuracy: 0.9202
1/1 [==============================] - 0s 74ms/step - loss: 0.2760 - accuracy: 0.9202 - val_loss: 0.2621 - val_accuracy: 0.9238
Epoch 565/1875
1/1 [==============================] - ETA: 0s - loss: 0.2757 - accuracy: 0.9204
1/1 [==============================] - 0s 81ms/step - loss: 0.2757 - accuracy: 0.9204 - val_loss: 0.2619 - val_accuracy: 0.9243
Epoch 566/1875
1/1 [==============================] - ETA: 0s - loss: 0.2754 - accuracy: 0.9203
1/1 [==============================] - 0s 74ms/step - loss: 0.2754 - accuracy: 0.9203 - val_loss: 0.2615 - val_accuracy: 0.9239
Epoch 567/1875
1/1 [==============================] - ETA: 0s - loss: 0.2751 - accuracy: 0.9205
1/1 [==============================] - 0s 74ms/step - loss: 0.2751 - accuracy: 0.9205 - val_loss: 0.2613 - val_accuracy: 0.9243
Epoch 568/1875
1/1 [==============================] - ETA: 0s - loss: 0.2748 - accuracy: 0.9205
1/1 [==============================] - 0s 74ms/step - loss: 0.2748 - accuracy: 0.9205 - val_loss: 0.2610 - val_accuracy: 0.9240
Epoch 569/1875
1/1 [==============================] - ETA: 0s - loss: 0.2745 - accuracy: 0.9207
1/1 [==============================] - 0s 77ms/step - loss: 0.2745 - accuracy: 0.9207 - val_loss: 0.2607 - val_accuracy: 0.9244
Epoch 570/1875
1/1 [==============================] - ETA: 0s - loss: 0.2742 - accuracy: 0.9207
1/1 [==============================] - 0s 74ms/step - loss: 0.2742 - accuracy: 0.9207 - val_loss: 0.2604 - val_accuracy: 0.9241
Epoch 571/1875
1/1 [==============================] - ETA: 0s - loss: 0.2739 - accuracy: 0.9208
1/1 [==============================] - 0s 74ms/step - loss: 0.2739 - accuracy: 0.9208 - val_loss: 0.2601 - val_accuracy: 0.9245
Epoch 572/1875
1/1 [==============================] - ETA: 0s - loss: 0.2736 - accuracy: 0.9209
1/1 [==============================] - 0s 74ms/step - loss: 0.2736 - accuracy: 0.9209 - val_loss: 0.2598 - val_accuracy: 0.9242
Epoch 573/1875
1/1 [==============================] - ETA: 0s - loss: 0.2733 - accuracy: 0.9211
1/1 [==============================] - 0s 88ms/step - loss: 0.2733 - accuracy: 0.9211 - val_loss: 0.2595 - val_accuracy: 0.9246
Epoch 574/1875
1/1 [==============================] - ETA: 0s - loss: 0.2730 - accuracy: 0.9210
1/1 [==============================] - 0s 93ms/step - loss: 0.2730 - accuracy: 0.9210 - val_loss: 0.2592 - val_accuracy: 0.9243
Epoch 575/1875
1/1 [==============================] - ETA: 0s - loss: 0.2727 - accuracy: 0.9212
1/1 [==============================] - 0s 74ms/step - loss: 0.2727 - accuracy: 0.9212 - val_loss: 0.2590 - val_accuracy: 0.9249
Epoch 576/1875
1/1 [==============================] - ETA: 0s - loss: 0.2724 - accuracy: 0.9212
1/1 [==============================] - 0s 74ms/step - loss: 0.2724 - accuracy: 0.9212 - val_loss: 0.2587 - val_accuracy: 0.9248
Epoch 577/1875
1/1 [==============================] - ETA: 0s - loss: 0.2721 - accuracy: 0.9213
1/1 [==============================] - 0s 74ms/step - loss: 0.2721 - accuracy: 0.9213 - val_loss: 0.2584 - val_accuracy: 0.9252
Epoch 578/1875
1/1 [==============================] - ETA: 0s - loss: 0.2718 - accuracy: 0.9213
1/1 [==============================] - 0s 74ms/step - loss: 0.2718 - accuracy: 0.9213 - val_loss: 0.2581 - val_accuracy: 0.9252
Epoch 579/1875
1/1 [==============================] - ETA: 0s - loss: 0.2715 - accuracy: 0.9215
1/1 [==============================] - 0s 75ms/step - loss: 0.2715 - accuracy: 0.9215 - val_loss: 0.2578 - val_accuracy: 0.9254
Epoch 580/1875
1/1 [==============================] - ETA: 0s - loss: 0.2712 - accuracy: 0.9215
1/1 [==============================] - 0s 74ms/step - loss: 0.2712 - accuracy: 0.9215 - val_loss: 0.2575 - val_accuracy: 0.9255
Epoch 581/1875
1/1 [==============================] - ETA: 0s - loss: 0.2710 - accuracy: 0.9216
1/1 [==============================] - 0s 74ms/step - loss: 0.2710 - accuracy: 0.9216 - val_loss: 0.2573 - val_accuracy: 0.9256
Epoch 582/1875
1/1 [==============================] - ETA: 0s - loss: 0.2707 - accuracy: 0.9216
1/1 [==============================] - 0s 80ms/step - loss: 0.2707 - accuracy: 0.9216 - val_loss: 0.2570 - val_accuracy: 0.9256
Epoch 583/1875
1/1 [==============================] - ETA: 0s - loss: 0.2704 - accuracy: 0.9218
1/1 [==============================] - 0s 92ms/step - loss: 0.2704 - accuracy: 0.9218 - val_loss: 0.2567 - val_accuracy: 0.9260
Epoch 584/1875
1/1 [==============================] - ETA: 0s - loss: 0.2701 - accuracy: 0.9218
1/1 [==============================] - 0s 75ms/step - loss: 0.2701 - accuracy: 0.9218 - val_loss: 0.2564 - val_accuracy: 0.9260
Epoch 585/1875
1/1 [==============================] - ETA: 0s - loss: 0.2698 - accuracy: 0.9219
1/1 [==============================] - 0s 75ms/step - loss: 0.2698 - accuracy: 0.9219 - val_loss: 0.2562 - val_accuracy: 0.9261
Epoch 586/1875
1/1 [==============================] - ETA: 0s - loss: 0.2695 - accuracy: 0.9219
1/1 [==============================] - 0s 75ms/step - loss: 0.2695 - accuracy: 0.9219 - val_loss: 0.2559 - val_accuracy: 0.9261
Epoch 587/1875
1/1 [==============================] - ETA: 0s - loss: 0.2692 - accuracy: 0.9220
1/1 [==============================] - 0s 74ms/step - loss: 0.2692 - accuracy: 0.9220 - val_loss: 0.2556 - val_accuracy: 0.9263
Epoch 588/1875
1/1 [==============================] - ETA: 0s - loss: 0.2690 - accuracy: 0.9220
1/1 [==============================] - 0s 74ms/step - loss: 0.2690 - accuracy: 0.9220 - val_loss: 0.2553 - val_accuracy: 0.9261
Epoch 589/1875
1/1 [==============================] - ETA: 0s - loss: 0.2687 - accuracy: 0.9220
1/1 [==============================] - 0s 74ms/step - loss: 0.2687 - accuracy: 0.9220 - val_loss: 0.2551 - val_accuracy: 0.9263
Epoch 590/1875
1/1 [==============================] - ETA: 0s - loss: 0.2684 - accuracy: 0.9222
1/1 [==============================] - 0s 74ms/step - loss: 0.2684 - accuracy: 0.9222 - val_loss: 0.2548 - val_accuracy: 0.9263
Epoch 591/1875
1/1 [==============================] - ETA: 0s - loss: 0.2681 - accuracy: 0.9221
1/1 [==============================] - 0s 94ms/step - loss: 0.2681 - accuracy: 0.9221 - val_loss: 0.2545 - val_accuracy: 0.9265
Epoch 592/1875
1/1 [==============================] - ETA: 0s - loss: 0.2678 - accuracy: 0.9222
1/1 [==============================] - 0s 74ms/step - loss: 0.2678 - accuracy: 0.9222 - val_loss: 0.2542 - val_accuracy: 0.9266
Epoch 593/1875
1/1 [==============================] - ETA: 0s - loss: 0.2676 - accuracy: 0.9223
1/1 [==============================] - 0s 75ms/step - loss: 0.2676 - accuracy: 0.9223 - val_loss: 0.2540 - val_accuracy: 0.9270
Epoch 594/1875
1/1 [==============================] - ETA: 0s - loss: 0.2673 - accuracy: 0.9225
1/1 [==============================] - 0s 80ms/step - loss: 0.2673 - accuracy: 0.9225 - val_loss: 0.2537 - val_accuracy: 0.9270
Epoch 595/1875
1/1 [==============================] - ETA: 0s - loss: 0.2670 - accuracy: 0.9225
1/1 [==============================] - 0s 80ms/step - loss: 0.2670 - accuracy: 0.9225 - val_loss: 0.2535 - val_accuracy: 0.9270
Epoch 596/1875
1/1 [==============================] - ETA: 0s - loss: 0.2667 - accuracy: 0.9226
1/1 [==============================] - 0s 80ms/step - loss: 0.2667 - accuracy: 0.9226 - val_loss: 0.2532 - val_accuracy: 0.9272
Epoch 597/1875
1/1 [==============================] - ETA: 0s - loss: 0.2664 - accuracy: 0.9227
1/1 [==============================] - 0s 74ms/step - loss: 0.2664 - accuracy: 0.9227 - val_loss: 0.2529 - val_accuracy: 0.9272
Epoch 598/1875
1/1 [==============================] - ETA: 0s - loss: 0.2662 - accuracy: 0.9228
1/1 [==============================] - 0s 74ms/step - loss: 0.2662 - accuracy: 0.9228 - val_loss: 0.2526 - val_accuracy: 0.9273
Epoch 599/1875
1/1 [==============================] - ETA: 0s - loss: 0.2659 - accuracy: 0.9228
1/1 [==============================] - 0s 99ms/step - loss: 0.2659 - accuracy: 0.9228 - val_loss: 0.2524 - val_accuracy: 0.9272
Epoch 600/1875
1/1 [==============================] - ETA: 0s - loss: 0.2656 - accuracy: 0.9230
1/1 [==============================] - 0s 99ms/step - loss: 0.2656 - accuracy: 0.9230 - val_loss: 0.2521 - val_accuracy: 0.9274
Epoch 601/1875
1/1 [==============================] - ETA: 0s - loss: 0.2654 - accuracy: 0.9230
1/1 [==============================] - 0s 74ms/step - loss: 0.2654 - accuracy: 0.9230 - val_loss: 0.2519 - val_accuracy: 0.9275
Epoch 602/1875
1/1 [==============================] - ETA: 0s - loss: 0.2651 - accuracy: 0.9231
1/1 [==============================] - 0s 74ms/step - loss: 0.2651 - accuracy: 0.9231 - val_loss: 0.2516 - val_accuracy: 0.9275
Epoch 603/1875
1/1 [==============================] - ETA: 0s - loss: 0.2648 - accuracy: 0.9231
1/1 [==============================] - 0s 74ms/step - loss: 0.2648 - accuracy: 0.9231 - val_loss: 0.2513 - val_accuracy: 0.9277
Epoch 604/1875
1/1 [==============================] - ETA: 0s - loss: 0.2645 - accuracy: 0.9232
1/1 [==============================] - 0s 80ms/step - loss: 0.2645 - accuracy: 0.9232 - val_loss: 0.2511 - val_accuracy: 0.9278
Epoch 605/1875
1/1 [==============================] - ETA: 0s - loss: 0.2643 - accuracy: 0.9233
1/1 [==============================] - 0s 74ms/step - loss: 0.2643 - accuracy: 0.9233 - val_loss: 0.2508 - val_accuracy: 0.9277
Epoch 606/1875
1/1 [==============================] - ETA: 0s - loss: 0.2640 - accuracy: 0.9234
1/1 [==============================] - 0s 79ms/step - loss: 0.2640 - accuracy: 0.9234 - val_loss: 0.2506 - val_accuracy: 0.9278
Epoch 607/1875
1/1 [==============================] - ETA: 0s - loss: 0.2637 - accuracy: 0.9235
1/1 [==============================] - 0s 80ms/step - loss: 0.2637 - accuracy: 0.9235 - val_loss: 0.2503 - val_accuracy: 0.9278
Epoch 608/1875
1/1 [==============================] - ETA: 0s - loss: 0.2635 - accuracy: 0.9236
1/1 [==============================] - 0s 87ms/step - loss: 0.2635 - accuracy: 0.9236 - val_loss: 0.2500 - val_accuracy: 0.9279
Epoch 609/1875
1/1 [==============================] - ETA: 0s - loss: 0.2632 - accuracy: 0.9236
1/1 [==============================] - 0s 99ms/step - loss: 0.2632 - accuracy: 0.9236 - val_loss: 0.2498 - val_accuracy: 0.9281
Epoch 610/1875
1/1 [==============================] - ETA: 0s - loss: 0.2629 - accuracy: 0.9236
1/1 [==============================] - 0s 178ms/step - loss: 0.2629 - accuracy: 0.9236 - val_loss: 0.2495 - val_accuracy: 0.9282
Epoch 611/1875
1/1 [==============================] - ETA: 0s - loss: 0.2627 - accuracy: 0.9238
1/1 [==============================] - 0s 87ms/step - loss: 0.2627 - accuracy: 0.9238 - val_loss: 0.2493 - val_accuracy: 0.9281
Epoch 612/1875
1/1 [==============================] - ETA: 0s - loss: 0.2624 - accuracy: 0.9238
1/1 [==============================] - 0s 87ms/step - loss: 0.2624 - accuracy: 0.9238 - val_loss: 0.2490 - val_accuracy: 0.9282
Epoch 613/1875
1/1 [==============================] - ETA: 0s - loss: 0.2621 - accuracy: 0.9239
1/1 [==============================] - 0s 86ms/step - loss: 0.2621 - accuracy: 0.9239 - val_loss: 0.2488 - val_accuracy: 0.9283
Epoch 614/1875
1/1 [==============================] - ETA: 0s - loss: 0.2619 - accuracy: 0.9239
1/1 [==============================] - 0s 86ms/step - loss: 0.2619 - accuracy: 0.9239 - val_loss: 0.2485 - val_accuracy: 0.9283
Epoch 615/1875
1/1 [==============================] - ETA: 0s - loss: 0.2616 - accuracy: 0.9240
1/1 [==============================] - 0s 86ms/step - loss: 0.2616 - accuracy: 0.9240 - val_loss: 0.2482 - val_accuracy: 0.9285
Epoch 616/1875
1/1 [==============================] - ETA: 0s - loss: 0.2614 - accuracy: 0.9240
1/1 [==============================] - 0s 86ms/step - loss: 0.2614 - accuracy: 0.9240 - val_loss: 0.2480 - val_accuracy: 0.9287
Epoch 617/1875
1/1 [==============================] - ETA: 0s - loss: 0.2611 - accuracy: 0.9241
1/1 [==============================] - 0s 84ms/step - loss: 0.2611 - accuracy: 0.9241 - val_loss: 0.2477 - val_accuracy: 0.9288
Epoch 618/1875
1/1 [==============================] - ETA: 0s - loss: 0.2608 - accuracy: 0.9241
1/1 [==============================] - 0s 74ms/step - loss: 0.2608 - accuracy: 0.9241 - val_loss: 0.2475 - val_accuracy: 0.9287
Epoch 619/1875
1/1 [==============================] - ETA: 0s - loss: 0.2606 - accuracy: 0.9242
1/1 [==============================] - 0s 80ms/step - loss: 0.2606 - accuracy: 0.9242 - val_loss: 0.2472 - val_accuracy: 0.9288
Epoch 620/1875
1/1 [==============================] - ETA: 0s - loss: 0.2603 - accuracy: 0.9243
1/1 [==============================] - 0s 80ms/step - loss: 0.2603 - accuracy: 0.9243 - val_loss: 0.2470 - val_accuracy: 0.9287
Epoch 621/1875
1/1 [==============================] - ETA: 0s - loss: 0.2601 - accuracy: 0.9244
1/1 [==============================] - 0s 80ms/step - loss: 0.2601 - accuracy: 0.9244 - val_loss: 0.2467 - val_accuracy: 0.9288
Epoch 622/1875
1/1 [==============================] - ETA: 0s - loss: 0.2598 - accuracy: 0.9244
1/1 [==============================] - 0s 80ms/step - loss: 0.2598 - accuracy: 0.9244 - val_loss: 0.2465 - val_accuracy: 0.9287
Epoch 623/1875
1/1 [==============================] - ETA: 0s - loss: 0.2595 - accuracy: 0.9245
1/1 [==============================] - 0s 80ms/step - loss: 0.2595 - accuracy: 0.9245 - val_loss: 0.2462 - val_accuracy: 0.9289
Epoch 624/1875
1/1 [==============================] - ETA: 0s - loss: 0.2593 - accuracy: 0.9246
1/1 [==============================] - 0s 80ms/step - loss: 0.2593 - accuracy: 0.9246 - val_loss: 0.2460 - val_accuracy: 0.9288
Epoch 625/1875
1/1 [==============================] - ETA: 0s - loss: 0.2590 - accuracy: 0.9247
1/1 [==============================] - 0s 87ms/step - loss: 0.2590 - accuracy: 0.9247 - val_loss: 0.2457 - val_accuracy: 0.9291
Epoch 626/1875
1/1 [==============================] - ETA: 0s - loss: 0.2588 - accuracy: 0.9248
1/1 [==============================] - 0s 84ms/step - loss: 0.2588 - accuracy: 0.9248 - val_loss: 0.2455 - val_accuracy: 0.9292
Epoch 627/1875
1/1 [==============================] - ETA: 0s - loss: 0.2585 - accuracy: 0.9249
1/1 [==============================] - 0s 74ms/step - loss: 0.2585 - accuracy: 0.9249 - val_loss: 0.2452 - val_accuracy: 0.9293
Epoch 628/1875
1/1 [==============================] - ETA: 0s - loss: 0.2583 - accuracy: 0.9250
1/1 [==============================] - 0s 80ms/step - loss: 0.2583 - accuracy: 0.9250 - val_loss: 0.2450 - val_accuracy: 0.9293
Epoch 629/1875
1/1 [==============================] - ETA: 0s - loss: 0.2580 - accuracy: 0.9250
1/1 [==============================] - 0s 80ms/step - loss: 0.2580 - accuracy: 0.9250 - val_loss: 0.2447 - val_accuracy: 0.9295
Epoch 630/1875
1/1 [==============================] - ETA: 0s - loss: 0.2578 - accuracy: 0.9251
1/1 [==============================] - 0s 80ms/step - loss: 0.2578 - accuracy: 0.9251 - val_loss: 0.2445 - val_accuracy: 0.9296
Epoch 631/1875
1/1 [==============================] - ETA: 0s - loss: 0.2575 - accuracy: 0.9251
1/1 [==============================] - 0s 80ms/step - loss: 0.2575 - accuracy: 0.9251 - val_loss: 0.2442 - val_accuracy: 0.9296
Epoch 632/1875
1/1 [==============================] - ETA: 0s - loss: 0.2573 - accuracy: 0.9251
1/1 [==============================] - 0s 80ms/step - loss: 0.2573 - accuracy: 0.9251 - val_loss: 0.2440 - val_accuracy: 0.9297
Epoch 633/1875
1/1 [==============================] - ETA: 0s - loss: 0.2570 - accuracy: 0.9251
1/1 [==============================] - 0s 80ms/step - loss: 0.2570 - accuracy: 0.9251 - val_loss: 0.2438 - val_accuracy: 0.9298
Epoch 634/1875
1/1 [==============================] - ETA: 0s - loss: 0.2568 - accuracy: 0.9251
1/1 [==============================] - 0s 86ms/step - loss: 0.2568 - accuracy: 0.9251 - val_loss: 0.2435 - val_accuracy: 0.9298
Epoch 635/1875
1/1 [==============================] - ETA: 0s - loss: 0.2565 - accuracy: 0.9252
1/1 [==============================] - 0s 85ms/step - loss: 0.2565 - accuracy: 0.9252 - val_loss: 0.2433 - val_accuracy: 0.9298
Epoch 636/1875
1/1 [==============================] - ETA: 0s - loss: 0.2563 - accuracy: 0.9253
1/1 [==============================] - 0s 74ms/step - loss: 0.2563 - accuracy: 0.9253 - val_loss: 0.2430 - val_accuracy: 0.9298
Epoch 637/1875
1/1 [==============================] - ETA: 0s - loss: 0.2560 - accuracy: 0.9254
1/1 [==============================] - 0s 80ms/step - loss: 0.2560 - accuracy: 0.9254 - val_loss: 0.2428 - val_accuracy: 0.9299
Epoch 638/1875
1/1 [==============================] - ETA: 0s - loss: 0.2558 - accuracy: 0.9254
1/1 [==============================] - 0s 80ms/step - loss: 0.2558 - accuracy: 0.9254 - val_loss: 0.2425 - val_accuracy: 0.9302
Epoch 639/1875
1/1 [==============================] - ETA: 0s - loss: 0.2555 - accuracy: 0.9255
1/1 [==============================] - 0s 80ms/step - loss: 0.2555 - accuracy: 0.9255 - val_loss: 0.2423 - val_accuracy: 0.9302
Epoch 640/1875
1/1 [==============================] - ETA: 0s - loss: 0.2553 - accuracy: 0.9256
1/1 [==============================] - 0s 80ms/step - loss: 0.2553 - accuracy: 0.9256 - val_loss: 0.2420 - val_accuracy: 0.9303
Epoch 641/1875
1/1 [==============================] - ETA: 0s - loss: 0.2550 - accuracy: 0.9256
1/1 [==============================] - 0s 81ms/step - loss: 0.2550 - accuracy: 0.9256 - val_loss: 0.2418 - val_accuracy: 0.9304
Epoch 642/1875
1/1 [==============================] - ETA: 0s - loss: 0.2548 - accuracy: 0.9257
1/1 [==============================] - 0s 80ms/step - loss: 0.2548 - accuracy: 0.9257 - val_loss: 0.2416 - val_accuracy: 0.9304
Epoch 643/1875
1/1 [==============================] - ETA: 0s - loss: 0.2545 - accuracy: 0.9258
1/1 [==============================] - 0s 85ms/step - loss: 0.2545 - accuracy: 0.9258 - val_loss: 0.2413 - val_accuracy: 0.9304
Epoch 644/1875
1/1 [==============================] - ETA: 0s - loss: 0.2543 - accuracy: 0.9259
1/1 [==============================] - 0s 74ms/step - loss: 0.2543 - accuracy: 0.9259 - val_loss: 0.2411 - val_accuracy: 0.9305
Epoch 645/1875
1/1 [==============================] - ETA: 0s - loss: 0.2540 - accuracy: 0.9260
1/1 [==============================] - 0s 80ms/step - loss: 0.2540 - accuracy: 0.9260 - val_loss: 0.2408 - val_accuracy: 0.9304
Epoch 646/1875
1/1 [==============================] - ETA: 0s - loss: 0.2538 - accuracy: 0.9260
1/1 [==============================] - 0s 82ms/step - loss: 0.2538 - accuracy: 0.9260 - val_loss: 0.2406 - val_accuracy: 0.9304
Epoch 647/1875
1/1 [==============================] - ETA: 0s - loss: 0.2535 - accuracy: 0.9261
1/1 [==============================] - 0s 81ms/step - loss: 0.2535 - accuracy: 0.9261 - val_loss: 0.2404 - val_accuracy: 0.9305
Epoch 648/1875
1/1 [==============================] - ETA: 0s - loss: 0.2533 - accuracy: 0.9261
1/1 [==============================] - 0s 80ms/step - loss: 0.2533 - accuracy: 0.9261 - val_loss: 0.2401 - val_accuracy: 0.9305
Epoch 649/1875
1/1 [==============================] - ETA: 0s - loss: 0.2530 - accuracy: 0.9262
1/1 [==============================] - 0s 80ms/step - loss: 0.2530 - accuracy: 0.9262 - val_loss: 0.2399 - val_accuracy: 0.9308
Epoch 650/1875
1/1 [==============================] - ETA: 0s - loss: 0.2528 - accuracy: 0.9263
1/1 [==============================] - 0s 80ms/step - loss: 0.2528 - accuracy: 0.9263 - val_loss: 0.2396 - val_accuracy: 0.9308
Epoch 651/1875
1/1 [==============================] - ETA: 0s - loss: 0.2525 - accuracy: 0.9265
1/1 [==============================] - 0s 80ms/step - loss: 0.2525 - accuracy: 0.9265 - val_loss: 0.2394 - val_accuracy: 0.9309
Epoch 652/1875
1/1 [==============================] - ETA: 0s - loss: 0.2523 - accuracy: 0.9265
1/1 [==============================] - 0s 92ms/step - loss: 0.2523 - accuracy: 0.9265 - val_loss: 0.2392 - val_accuracy: 0.9310
Epoch 653/1875
1/1 [==============================] - ETA: 0s - loss: 0.2521 - accuracy: 0.9266
1/1 [==============================] - 0s 74ms/step - loss: 0.2521 - accuracy: 0.9266 - val_loss: 0.2389 - val_accuracy: 0.9310
Epoch 654/1875
1/1 [==============================] - ETA: 0s - loss: 0.2518 - accuracy: 0.9266
1/1 [==============================] - 0s 82ms/step - loss: 0.2518 - accuracy: 0.9266 - val_loss: 0.2387 - val_accuracy: 0.9311
Epoch 655/1875
1/1 [==============================] - ETA: 0s - loss: 0.2516 - accuracy: 0.9267
1/1 [==============================] - 0s 80ms/step - loss: 0.2516 - accuracy: 0.9267 - val_loss: 0.2385 - val_accuracy: 0.9311
Epoch 656/1875
1/1 [==============================] - ETA: 0s - loss: 0.2513 - accuracy: 0.9267
1/1 [==============================] - 0s 80ms/step - loss: 0.2513 - accuracy: 0.9267 - val_loss: 0.2382 - val_accuracy: 0.9311
Epoch 657/1875
1/1 [==============================] - ETA: 0s - loss: 0.2511 - accuracy: 0.9268
1/1 [==============================] - 0s 80ms/step - loss: 0.2511 - accuracy: 0.9268 - val_loss: 0.2380 - val_accuracy: 0.9312
Epoch 658/1875
1/1 [==============================] - ETA: 0s - loss: 0.2509 - accuracy: 0.9269
1/1 [==============================] - 0s 80ms/step - loss: 0.2509 - accuracy: 0.9269 - val_loss: 0.2378 - val_accuracy: 0.9314
Epoch 659/1875
1/1 [==============================] - ETA: 0s - loss: 0.2506 - accuracy: 0.9269
1/1 [==============================] - 0s 81ms/step - loss: 0.2506 - accuracy: 0.9269 - val_loss: 0.2375 - val_accuracy: 0.9317
Epoch 660/1875
1/1 [==============================] - ETA: 0s - loss: 0.2504 - accuracy: 0.9270
1/1 [==============================] - 0s 80ms/step - loss: 0.2504 - accuracy: 0.9270 - val_loss: 0.2373 - val_accuracy: 0.9316
Epoch 661/1875
1/1 [==============================] - ETA: 0s - loss: 0.2502 - accuracy: 0.9270
1/1 [==============================] - 0s 86ms/step - loss: 0.2502 - accuracy: 0.9270 - val_loss: 0.2371 - val_accuracy: 0.9318
Epoch 662/1875
1/1 [==============================] - ETA: 0s - loss: 0.2499 - accuracy: 0.9271
1/1 [==============================] - 0s 74ms/step - loss: 0.2499 - accuracy: 0.9271 - val_loss: 0.2368 - val_accuracy: 0.9318
Epoch 663/1875
1/1 [==============================] - ETA: 0s - loss: 0.2497 - accuracy: 0.9272
1/1 [==============================] - 0s 81ms/step - loss: 0.2497 - accuracy: 0.9272 - val_loss: 0.2366 - val_accuracy: 0.9319
Epoch 664/1875
1/1 [==============================] - ETA: 0s - loss: 0.2495 - accuracy: 0.9272
1/1 [==============================] - 0s 81ms/step - loss: 0.2495 - accuracy: 0.9272 - val_loss: 0.2364 - val_accuracy: 0.9322
Epoch 665/1875
1/1 [==============================] - ETA: 0s - loss: 0.2492 - accuracy: 0.9273
1/1 [==============================] - 0s 80ms/step - loss: 0.2492 - accuracy: 0.9273 - val_loss: 0.2361 - val_accuracy: 0.9323
Epoch 666/1875
1/1 [==============================] - ETA: 0s - loss: 0.2490 - accuracy: 0.9274
1/1 [==============================] - 0s 86ms/step - loss: 0.2490 - accuracy: 0.9274 - val_loss: 0.2359 - val_accuracy: 0.9324
Epoch 667/1875
1/1 [==============================] - ETA: 0s - loss: 0.2488 - accuracy: 0.9275
1/1 [==============================] - 0s 87ms/step - loss: 0.2488 - accuracy: 0.9275 - val_loss: 0.2357 - val_accuracy: 0.9325
Epoch 668/1875
1/1 [==============================] - ETA: 0s - loss: 0.2485 - accuracy: 0.9276
1/1 [==============================] - 0s 81ms/step - loss: 0.2485 - accuracy: 0.9276 - val_loss: 0.2355 - val_accuracy: 0.9326
Epoch 669/1875
1/1 [==============================] - ETA: 0s - loss: 0.2483 - accuracy: 0.9277
1/1 [==============================] - 0s 91ms/step - loss: 0.2483 - accuracy: 0.9277 - val_loss: 0.2352 - val_accuracy: 0.9327
Epoch 670/1875
1/1 [==============================] - ETA: 0s - loss: 0.2481 - accuracy: 0.9278
1/1 [==============================] - 0s 80ms/step - loss: 0.2481 - accuracy: 0.9278 - val_loss: 0.2350 - val_accuracy: 0.9330
Epoch 671/1875
1/1 [==============================] - ETA: 0s - loss: 0.2479 - accuracy: 0.9278
1/1 [==============================] - 0s 81ms/step - loss: 0.2479 - accuracy: 0.9278 - val_loss: 0.2348 - val_accuracy: 0.9330
Epoch 672/1875
1/1 [==============================] - ETA: 0s - loss: 0.2476 - accuracy: 0.9279
1/1 [==============================] - 0s 81ms/step - loss: 0.2476 - accuracy: 0.9279 - val_loss: 0.2346 - val_accuracy: 0.9330
Epoch 673/1875
1/1 [==============================] - ETA: 0s - loss: 0.2474 - accuracy: 0.9280
1/1 [==============================] - 0s 87ms/step - loss: 0.2474 - accuracy: 0.9280 - val_loss: 0.2344 - val_accuracy: 0.9331
Epoch 674/1875
1/1 [==============================] - ETA: 0s - loss: 0.2472 - accuracy: 0.9281
1/1 [==============================] - 0s 80ms/step - loss: 0.2472 - accuracy: 0.9281 - val_loss: 0.2341 - val_accuracy: 0.9331
Epoch 675/1875
1/1 [==============================] - ETA: 0s - loss: 0.2469 - accuracy: 0.9282
1/1 [==============================] - 0s 80ms/step - loss: 0.2469 - accuracy: 0.9282 - val_loss: 0.2339 - val_accuracy: 0.9331
Epoch 676/1875
1/1 [==============================] - ETA: 0s - loss: 0.2467 - accuracy: 0.9283
1/1 [==============================] - 0s 80ms/step - loss: 0.2467 - accuracy: 0.9283 - val_loss: 0.2337 - val_accuracy: 0.9334
Epoch 677/1875
1/1 [==============================] - ETA: 0s - loss: 0.2465 - accuracy: 0.9284
1/1 [==============================] - 0s 87ms/step - loss: 0.2465 - accuracy: 0.9284 - val_loss: 0.2335 - val_accuracy: 0.9334
Epoch 678/1875
1/1 [==============================] - ETA: 0s - loss: 0.2463 - accuracy: 0.9284
1/1 [==============================] - 0s 86ms/step - loss: 0.2463 - accuracy: 0.9284 - val_loss: 0.2333 - val_accuracy: 0.9334
Epoch 679/1875
1/1 [==============================] - ETA: 0s - loss: 0.2460 - accuracy: 0.9284
1/1 [==============================] - 0s 74ms/step - loss: 0.2460 - accuracy: 0.9284 - val_loss: 0.2330 - val_accuracy: 0.9334
Epoch 680/1875
1/1 [==============================] - ETA: 0s - loss: 0.2458 - accuracy: 0.9285
1/1 [==============================] - 0s 80ms/step - loss: 0.2458 - accuracy: 0.9285 - val_loss: 0.2328 - val_accuracy: 0.9335
Epoch 681/1875
1/1 [==============================] - ETA: 0s - loss: 0.2456 - accuracy: 0.9285
1/1 [==============================] - 0s 80ms/step - loss: 0.2456 - accuracy: 0.9285 - val_loss: 0.2326 - val_accuracy: 0.9334
Epoch 682/1875
1/1 [==============================] - ETA: 0s - loss: 0.2454 - accuracy: 0.9287
1/1 [==============================] - 0s 80ms/step - loss: 0.2454 - accuracy: 0.9287 - val_loss: 0.2324 - val_accuracy: 0.9334
Epoch 683/1875
1/1 [==============================] - ETA: 0s - loss: 0.2452 - accuracy: 0.9287
1/1 [==============================] - 0s 80ms/step - loss: 0.2452 - accuracy: 0.9287 - val_loss: 0.2322 - val_accuracy: 0.9334
Epoch 684/1875
1/1 [==============================] - ETA: 0s - loss: 0.2449 - accuracy: 0.9288
1/1 [==============================] - 0s 91ms/step - loss: 0.2449 - accuracy: 0.9288 - val_loss: 0.2320 - val_accuracy: 0.9334
Epoch 685/1875
1/1 [==============================] - ETA: 0s - loss: 0.2447 - accuracy: 0.9289
1/1 [==============================] - 0s 85ms/step - loss: 0.2447 - accuracy: 0.9289 - val_loss: 0.2317 - val_accuracy: 0.9335
Epoch 686/1875
1/1 [==============================] - ETA: 0s - loss: 0.2445 - accuracy: 0.9289
1/1 [==============================] - 0s 80ms/step - loss: 0.2445 - accuracy: 0.9289 - val_loss: 0.2315 - val_accuracy: 0.9335
Epoch 687/1875
1/1 [==============================] - ETA: 0s - loss: 0.2443 - accuracy: 0.9290
1/1 [==============================] - 0s 92ms/step - loss: 0.2443 - accuracy: 0.9290 - val_loss: 0.2313 - val_accuracy: 0.9335
Epoch 688/1875
1/1 [==============================] - ETA: 0s - loss: 0.2441 - accuracy: 0.9290
1/1 [==============================] - 0s 74ms/step - loss: 0.2441 - accuracy: 0.9290 - val_loss: 0.2311 - val_accuracy: 0.9335
Epoch 689/1875
1/1 [==============================] - ETA: 0s - loss: 0.2438 - accuracy: 0.9291
1/1 [==============================] - 0s 80ms/step - loss: 0.2438 - accuracy: 0.9291 - val_loss: 0.2309 - val_accuracy: 0.9335
Epoch 690/1875
1/1 [==============================] - ETA: 0s - loss: 0.2436 - accuracy: 0.9292
1/1 [==============================] - 0s 81ms/step - loss: 0.2436 - accuracy: 0.9292 - val_loss: 0.2307 - val_accuracy: 0.9336
Epoch 691/1875
1/1 [==============================] - ETA: 0s - loss: 0.2434 - accuracy: 0.9293
1/1 [==============================] - 0s 81ms/step - loss: 0.2434 - accuracy: 0.9293 - val_loss: 0.2305 - val_accuracy: 0.9337
Epoch 692/1875
1/1 [==============================] - ETA: 0s - loss: 0.2432 - accuracy: 0.9293
1/1 [==============================] - 0s 80ms/step - loss: 0.2432 - accuracy: 0.9293 - val_loss: 0.2303 - val_accuracy: 0.9337
Epoch 693/1875
1/1 [==============================] - ETA: 0s - loss: 0.2430 - accuracy: 0.9293
1/1 [==============================] - 0s 80ms/step - loss: 0.2430 - accuracy: 0.9293 - val_loss: 0.2300 - val_accuracy: 0.9337
Epoch 694/1875
1/1 [==============================] - ETA: 0s - loss: 0.2428 - accuracy: 0.9294
1/1 [==============================] - 0s 80ms/step - loss: 0.2428 - accuracy: 0.9294 - val_loss: 0.2298 - val_accuracy: 0.9338
Epoch 695/1875
1/1 [==============================] - ETA: 0s - loss: 0.2425 - accuracy: 0.9295
1/1 [==============================] - 0s 85ms/step - loss: 0.2425 - accuracy: 0.9295 - val_loss: 0.2296 - val_accuracy: 0.9337
Epoch 696/1875
1/1 [==============================] - ETA: 0s - loss: 0.2423 - accuracy: 0.9296
1/1 [==============================] - 0s 74ms/step - loss: 0.2423 - accuracy: 0.9296 - val_loss: 0.2294 - val_accuracy: 0.9338
Epoch 697/1875
1/1 [==============================] - ETA: 0s - loss: 0.2421 - accuracy: 0.9297
1/1 [==============================] - 0s 80ms/step - loss: 0.2421 - accuracy: 0.9297 - val_loss: 0.2292 - val_accuracy: 0.9340
Epoch 698/1875
1/1 [==============================] - ETA: 0s - loss: 0.2419 - accuracy: 0.9298
1/1 [==============================] - 0s 80ms/step - loss: 0.2419 - accuracy: 0.9298 - val_loss: 0.2290 - val_accuracy: 0.9339
Epoch 699/1875
1/1 [==============================] - ETA: 0s - loss: 0.2417 - accuracy: 0.9298
1/1 [==============================] - 0s 80ms/step - loss: 0.2417 - accuracy: 0.9298 - val_loss: 0.2288 - val_accuracy: 0.9340
Epoch 700/1875
1/1 [==============================] - ETA: 0s - loss: 0.2415 - accuracy: 0.9299
1/1 [==============================] - 0s 81ms/step - loss: 0.2415 - accuracy: 0.9299 - val_loss: 0.2286 - val_accuracy: 0.9340
Epoch 701/1875
1/1 [==============================] - ETA: 0s - loss: 0.2413 - accuracy: 0.9299
1/1 [==============================] - 0s 80ms/step - loss: 0.2413 - accuracy: 0.9299 - val_loss: 0.2284 - val_accuracy: 0.9340
Epoch 702/1875
1/1 [==============================] - ETA: 0s - loss: 0.2410 - accuracy: 0.9300
1/1 [==============================] - 0s 80ms/step - loss: 0.2410 - accuracy: 0.9300 - val_loss: 0.2282 - val_accuracy: 0.9341
Epoch 703/1875
1/1 [==============================] - ETA: 0s - loss: 0.2408 - accuracy: 0.9301
1/1 [==============================] - 0s 87ms/step - loss: 0.2408 - accuracy: 0.9301 - val_loss: 0.2280 - val_accuracy: 0.9341
Epoch 704/1875
1/1 [==============================] - ETA: 0s - loss: 0.2406 - accuracy: 0.9302
1/1 [==============================] - 0s 86ms/step - loss: 0.2406 - accuracy: 0.9302 - val_loss: 0.2277 - val_accuracy: 0.9341
Epoch 705/1875
1/1 [==============================] - ETA: 0s - loss: 0.2404 - accuracy: 0.9302
1/1 [==============================] - 0s 74ms/step - loss: 0.2404 - accuracy: 0.9302 - val_loss: 0.2275 - val_accuracy: 0.9341
Epoch 706/1875
1/1 [==============================] - ETA: 0s - loss: 0.2402 - accuracy: 0.9302
1/1 [==============================] - 0s 81ms/step - loss: 0.2402 - accuracy: 0.9302 - val_loss: 0.2273 - val_accuracy: 0.9341
Epoch 707/1875
1/1 [==============================] - ETA: 0s - loss: 0.2400 - accuracy: 0.9303
1/1 [==============================] - 0s 80ms/step - loss: 0.2400 - accuracy: 0.9303 - val_loss: 0.2271 - val_accuracy: 0.9341
Epoch 708/1875
1/1 [==============================] - ETA: 0s - loss: 0.2398 - accuracy: 0.9304
1/1 [==============================] - 0s 81ms/step - loss: 0.2398 - accuracy: 0.9304 - val_loss: 0.2269 - val_accuracy: 0.9341
Epoch 709/1875
1/1 [==============================] - ETA: 0s - loss: 0.2396 - accuracy: 0.9305
1/1 [==============================] - 0s 80ms/step - loss: 0.2396 - accuracy: 0.9305 - val_loss: 0.2267 - val_accuracy: 0.9341
Epoch 710/1875
1/1 [==============================] - ETA: 0s - loss: 0.2394 - accuracy: 0.9305
1/1 [==============================] - 0s 80ms/step - loss: 0.2394 - accuracy: 0.9305 - val_loss: 0.2265 - val_accuracy: 0.9341
Epoch 711/1875
1/1 [==============================] - ETA: 0s - loss: 0.2391 - accuracy: 0.9305
1/1 [==============================] - 0s 80ms/step - loss: 0.2391 - accuracy: 0.9305 - val_loss: 0.2263 - val_accuracy: 0.9341
Epoch 712/1875
1/1 [==============================] - ETA: 0s - loss: 0.2389 - accuracy: 0.9306
1/1 [==============================] - 0s 80ms/step - loss: 0.2389 - accuracy: 0.9306 - val_loss: 0.2261 - val_accuracy: 0.9341
Epoch 713/1875
1/1 [==============================] - ETA: 0s - loss: 0.2387 - accuracy: 0.9306
1/1 [==============================] - 0s 92ms/step - loss: 0.2387 - accuracy: 0.9306 - val_loss: 0.2259 - val_accuracy: 0.9342
Epoch 714/1875
1/1 [==============================] - ETA: 0s - loss: 0.2385 - accuracy: 0.9306
1/1 [==============================] - 0s 74ms/step - loss: 0.2385 - accuracy: 0.9306 - val_loss: 0.2257 - val_accuracy: 0.9342
Epoch 715/1875
1/1 [==============================] - ETA: 0s - loss: 0.2383 - accuracy: 0.9307
1/1 [==============================] - 0s 81ms/step - loss: 0.2383 - accuracy: 0.9307 - val_loss: 0.2255 - val_accuracy: 0.9342
Epoch 716/1875
1/1 [==============================] - ETA: 0s - loss: 0.2381 - accuracy: 0.9307
1/1 [==============================] - 0s 80ms/step - loss: 0.2381 - accuracy: 0.9307 - val_loss: 0.2253 - val_accuracy: 0.9343
Epoch 717/1875
1/1 [==============================] - ETA: 0s - loss: 0.2379 - accuracy: 0.9307
1/1 [==============================] - 0s 80ms/step - loss: 0.2379 - accuracy: 0.9307 - val_loss: 0.2251 - val_accuracy: 0.9343
Epoch 718/1875
1/1 [==============================] - ETA: 0s - loss: 0.2377 - accuracy: 0.9308
1/1 [==============================] - 0s 81ms/step - loss: 0.2377 - accuracy: 0.9308 - val_loss: 0.2249 - val_accuracy: 0.9343
Epoch 719/1875
1/1 [==============================] - ETA: 0s - loss: 0.2375 - accuracy: 0.9308
1/1 [==============================] - 0s 80ms/step - loss: 0.2375 - accuracy: 0.9308 - val_loss: 0.2247 - val_accuracy: 0.9343
Epoch 720/1875
1/1 [==============================] - ETA: 0s - loss: 0.2373 - accuracy: 0.9309
1/1 [==============================] - 0s 80ms/step - loss: 0.2373 - accuracy: 0.9309 - val_loss: 0.2245 - val_accuracy: 0.9344
Epoch 721/1875
1/1 [==============================] - ETA: 0s - loss: 0.2371 - accuracy: 0.9311
1/1 [==============================] - 0s 86ms/step - loss: 0.2371 - accuracy: 0.9311 - val_loss: 0.2243 - val_accuracy: 0.9345
Epoch 722/1875
1/1 [==============================] - ETA: 0s - loss: 0.2369 - accuracy: 0.9311
1/1 [==============================] - 0s 74ms/step - loss: 0.2369 - accuracy: 0.9311 - val_loss: 0.2241 - val_accuracy: 0.9347
Epoch 723/1875
1/1 [==============================] - ETA: 0s - loss: 0.2367 - accuracy: 0.9311
1/1 [==============================] - 0s 74ms/step - loss: 0.2367 - accuracy: 0.9311 - val_loss: 0.2239 - val_accuracy: 0.9347
Epoch 724/1875
1/1 [==============================] - ETA: 0s - loss: 0.2365 - accuracy: 0.9312
1/1 [==============================] - 0s 81ms/step - loss: 0.2365 - accuracy: 0.9312 - val_loss: 0.2237 - val_accuracy: 0.9349
Epoch 725/1875
1/1 [==============================] - ETA: 0s - loss: 0.2363 - accuracy: 0.9312
1/1 [==============================] - 0s 80ms/step - loss: 0.2363 - accuracy: 0.9312 - val_loss: 0.2235 - val_accuracy: 0.9350
Epoch 726/1875
1/1 [==============================] - ETA: 0s - loss: 0.2361 - accuracy: 0.9313
1/1 [==============================] - 0s 81ms/step - loss: 0.2361 - accuracy: 0.9313 - val_loss: 0.2233 - val_accuracy: 0.9350
Epoch 727/1875
1/1 [==============================] - ETA: 0s - loss: 0.2359 - accuracy: 0.9313
1/1 [==============================] - 0s 80ms/step - loss: 0.2359 - accuracy: 0.9313 - val_loss: 0.2231 - val_accuracy: 0.9350
Epoch 728/1875
1/1 [==============================] - ETA: 0s - loss: 0.2357 - accuracy: 0.9313
1/1 [==============================] - 0s 80ms/step - loss: 0.2357 - accuracy: 0.9313 - val_loss: 0.2229 - val_accuracy: 0.9351
Epoch 729/1875
1/1 [==============================] - ETA: 0s - loss: 0.2355 - accuracy: 0.9314
1/1 [==============================] - 0s 88ms/step - loss: 0.2355 - accuracy: 0.9314 - val_loss: 0.2227 - val_accuracy: 0.9351
Epoch 730/1875
1/1 [==============================] - ETA: 0s - loss: 0.2353 - accuracy: 0.9314
1/1 [==============================] - 0s 86ms/step - loss: 0.2353 - accuracy: 0.9314 - val_loss: 0.2226 - val_accuracy: 0.9352
Epoch 731/1875
1/1 [==============================] - ETA: 0s - loss: 0.2351 - accuracy: 0.9315
1/1 [==============================] - 0s 74ms/step - loss: 0.2351 - accuracy: 0.9315 - val_loss: 0.2224 - val_accuracy: 0.9352
Epoch 732/1875
1/1 [==============================] - ETA: 0s - loss: 0.2349 - accuracy: 0.9315
1/1 [==============================] - 0s 74ms/step - loss: 0.2349 - accuracy: 0.9315 - val_loss: 0.2222 - val_accuracy: 0.9354
Epoch 733/1875
1/1 [==============================] - ETA: 0s - loss: 0.2347 - accuracy: 0.9316
1/1 [==============================] - 0s 80ms/step - loss: 0.2347 - accuracy: 0.9316 - val_loss: 0.2220 - val_accuracy: 0.9354
Epoch 734/1875
1/1 [==============================] - ETA: 0s - loss: 0.2345 - accuracy: 0.9317
1/1 [==============================] - 0s 81ms/step - loss: 0.2345 - accuracy: 0.9317 - val_loss: 0.2218 - val_accuracy: 0.9355
Epoch 735/1875
1/1 [==============================] - ETA: 0s - loss: 0.2343 - accuracy: 0.9318
1/1 [==============================] - 0s 83ms/step - loss: 0.2343 - accuracy: 0.9318 - val_loss: 0.2216 - val_accuracy: 0.9354
Epoch 736/1875
1/1 [==============================] - ETA: 0s - loss: 0.2341 - accuracy: 0.9318
1/1 [==============================] - 0s 80ms/step - loss: 0.2341 - accuracy: 0.9318 - val_loss: 0.2214 - val_accuracy: 0.9353
Epoch 737/1875
1/1 [==============================] - ETA: 0s - loss: 0.2339 - accuracy: 0.9319
1/1 [==============================] - 0s 80ms/step - loss: 0.2339 - accuracy: 0.9319 - val_loss: 0.2212 - val_accuracy: 0.9353
Epoch 738/1875
1/1 [==============================] - ETA: 0s - loss: 0.2337 - accuracy: 0.9319
1/1 [==============================] - 0s 80ms/step - loss: 0.2337 - accuracy: 0.9319 - val_loss: 0.2210 - val_accuracy: 0.9355
Epoch 739/1875
1/1 [==============================] - ETA: 0s - loss: 0.2335 - accuracy: 0.9319
1/1 [==============================] - 0s 92ms/step - loss: 0.2335 - accuracy: 0.9319 - val_loss: 0.2208 - val_accuracy: 0.9355
Epoch 740/1875
1/1 [==============================] - ETA: 0s - loss: 0.2333 - accuracy: 0.9320
1/1 [==============================] - 0s 74ms/step - loss: 0.2333 - accuracy: 0.9320 - val_loss: 0.2206 - val_accuracy: 0.9354
Epoch 741/1875
1/1 [==============================] - ETA: 0s - loss: 0.2331 - accuracy: 0.9320
1/1 [==============================] - 0s 76ms/step - loss: 0.2331 - accuracy: 0.9320 - val_loss: 0.2204 - val_accuracy: 0.9355
Epoch 742/1875
1/1 [==============================] - ETA: 0s - loss: 0.2329 - accuracy: 0.9321
1/1 [==============================] - 0s 81ms/step - loss: 0.2329 - accuracy: 0.9321 - val_loss: 0.2203 - val_accuracy: 0.9355
Epoch 743/1875
1/1 [==============================] - ETA: 0s - loss: 0.2327 - accuracy: 0.9323
1/1 [==============================] - 0s 80ms/step - loss: 0.2327 - accuracy: 0.9323 - val_loss: 0.2201 - val_accuracy: 0.9355
Epoch 744/1875
1/1 [==============================] - ETA: 0s - loss: 0.2325 - accuracy: 0.9323
1/1 [==============================] - 0s 81ms/step - loss: 0.2325 - accuracy: 0.9323 - val_loss: 0.2199 - val_accuracy: 0.9355
Epoch 745/1875
1/1 [==============================] - ETA: 0s - loss: 0.2323 - accuracy: 0.9324
1/1 [==============================] - 0s 80ms/step - loss: 0.2323 - accuracy: 0.9324 - val_loss: 0.2197 - val_accuracy: 0.9355
Epoch 746/1875
1/1 [==============================] - ETA: 0s - loss: 0.2321 - accuracy: 0.9324
1/1 [==============================] - 0s 80ms/step - loss: 0.2321 - accuracy: 0.9324 - val_loss: 0.2195 - val_accuracy: 0.9357
Epoch 747/1875
1/1 [==============================] - ETA: 0s - loss: 0.2319 - accuracy: 0.9325
1/1 [==============================] - 0s 86ms/step - loss: 0.2319 - accuracy: 0.9325 - val_loss: 0.2193 - val_accuracy: 0.9357
Epoch 748/1875
1/1 [==============================] - ETA: 0s - loss: 0.2317 - accuracy: 0.9325
1/1 [==============================] - 0s 74ms/step - loss: 0.2317 - accuracy: 0.9325 - val_loss: 0.2191 - val_accuracy: 0.9357
Epoch 749/1875
1/1 [==============================] - ETA: 0s - loss: 0.2315 - accuracy: 0.9325
1/1 [==============================] - 0s 74ms/step - loss: 0.2315 - accuracy: 0.9325 - val_loss: 0.2189 - val_accuracy: 0.9357
Epoch 750/1875
1/1 [==============================] - ETA: 0s - loss: 0.2313 - accuracy: 0.9326
1/1 [==============================] - 0s 81ms/step - loss: 0.2313 - accuracy: 0.9326 - val_loss: 0.2187 - val_accuracy: 0.9357
Epoch 751/1875
1/1 [==============================] - ETA: 0s - loss: 0.2312 - accuracy: 0.9327
1/1 [==============================] - 0s 80ms/step - loss: 0.2312 - accuracy: 0.9327 - val_loss: 0.2186 - val_accuracy: 0.9357
Epoch 752/1875
1/1 [==============================] - ETA: 0s - loss: 0.2310 - accuracy: 0.9327
1/1 [==============================] - 0s 81ms/step - loss: 0.2310 - accuracy: 0.9327 - val_loss: 0.2184 - val_accuracy: 0.9357
Epoch 753/1875
1/1 [==============================] - ETA: 0s - loss: 0.2308 - accuracy: 0.9327
1/1 [==============================] - 0s 80ms/step - loss: 0.2308 - accuracy: 0.9327 - val_loss: 0.2182 - val_accuracy: 0.9357
Epoch 754/1875
1/1 [==============================] - ETA: 0s - loss: 0.2306 - accuracy: 0.9328
1/1 [==============================] - 0s 81ms/step - loss: 0.2306 - accuracy: 0.9328 - val_loss: 0.2180 - val_accuracy: 0.9358
Epoch 755/1875
1/1 [==============================] - ETA: 0s - loss: 0.2304 - accuracy: 0.9329
1/1 [==============================] - 0s 87ms/step - loss: 0.2304 - accuracy: 0.9329 - val_loss: 0.2178 - val_accuracy: 0.9359
Epoch 756/1875
1/1 [==============================] - ETA: 0s - loss: 0.2302 - accuracy: 0.9330
1/1 [==============================] - 0s 93ms/step - loss: 0.2302 - accuracy: 0.9330 - val_loss: 0.2176 - val_accuracy: 0.9360
Epoch 757/1875
1/1 [==============================] - ETA: 0s - loss: 0.2300 - accuracy: 0.9330
1/1 [==============================] - 0s 74ms/step - loss: 0.2300 - accuracy: 0.9330 - val_loss: 0.2175 - val_accuracy: 0.9362
Epoch 758/1875
1/1 [==============================] - ETA: 0s - loss: 0.2298 - accuracy: 0.9331
1/1 [==============================] - 0s 74ms/step - loss: 0.2298 - accuracy: 0.9331 - val_loss: 0.2173 - val_accuracy: 0.9363
Epoch 759/1875
1/1 [==============================] - ETA: 0s - loss: 0.2296 - accuracy: 0.9331
1/1 [==============================] - 0s 81ms/step - loss: 0.2296 - accuracy: 0.9331 - val_loss: 0.2171 - val_accuracy: 0.9364
Epoch 760/1875
1/1 [==============================] - ETA: 0s - loss: 0.2294 - accuracy: 0.9332
1/1 [==============================] - 0s 86ms/step - loss: 0.2294 - accuracy: 0.9332 - val_loss: 0.2169 - val_accuracy: 0.9365
Epoch 761/1875
1/1 [==============================] - ETA: 0s - loss: 0.2293 - accuracy: 0.9332
1/1 [==============================] - 0s 81ms/step - loss: 0.2293 - accuracy: 0.9332 - val_loss: 0.2167 - val_accuracy: 0.9366
Epoch 762/1875
1/1 [==============================] - ETA: 0s - loss: 0.2291 - accuracy: 0.9333
1/1 [==============================] - 0s 80ms/step - loss: 0.2291 - accuracy: 0.9333 - val_loss: 0.2165 - val_accuracy: 0.9366
Epoch 763/1875
1/1 [==============================] - ETA: 0s - loss: 0.2289 - accuracy: 0.9333
1/1 [==============================] - 0s 80ms/step - loss: 0.2289 - accuracy: 0.9333 - val_loss: 0.2164 - val_accuracy: 0.9366
Epoch 764/1875
1/1 [==============================] - ETA: 0s - loss: 0.2287 - accuracy: 0.9333
1/1 [==============================] - 0s 81ms/step - loss: 0.2287 - accuracy: 0.9333 - val_loss: 0.2162 - val_accuracy: 0.9367
Epoch 765/1875
1/1 [==============================] - ETA: 0s - loss: 0.2285 - accuracy: 0.9334
1/1 [==============================] - 0s 93ms/step - loss: 0.2285 - accuracy: 0.9334 - val_loss: 0.2160 - val_accuracy: 0.9367
Epoch 766/1875
1/1 [==============================] - ETA: 0s - loss: 0.2283 - accuracy: 0.9334
1/1 [==============================] - 0s 75ms/step - loss: 0.2283 - accuracy: 0.9334 - val_loss: 0.2158 - val_accuracy: 0.9367
Epoch 767/1875
1/1 [==============================] - ETA: 0s - loss: 0.2281 - accuracy: 0.9335
1/1 [==============================] - 0s 74ms/step - loss: 0.2281 - accuracy: 0.9335 - val_loss: 0.2156 - val_accuracy: 0.9367
Epoch 768/1875
1/1 [==============================] - ETA: 0s - loss: 0.2279 - accuracy: 0.9335
1/1 [==============================] - 0s 82ms/step - loss: 0.2279 - accuracy: 0.9335 - val_loss: 0.2155 - val_accuracy: 0.9367
Epoch 769/1875
1/1 [==============================] - ETA: 0s - loss: 0.2278 - accuracy: 0.9336
1/1 [==============================] - 0s 80ms/step - loss: 0.2278 - accuracy: 0.9336 - val_loss: 0.2153 - val_accuracy: 0.9368
Epoch 770/1875
1/1 [==============================] - ETA: 0s - loss: 0.2276 - accuracy: 0.9336
1/1 [==============================] - 0s 87ms/step - loss: 0.2276 - accuracy: 0.9336 - val_loss: 0.2151 - val_accuracy: 0.9369
Epoch 771/1875
1/1 [==============================] - ETA: 0s - loss: 0.2274 - accuracy: 0.9337
1/1 [==============================] - 0s 80ms/step - loss: 0.2274 - accuracy: 0.9337 - val_loss: 0.2149 - val_accuracy: 0.9369
Epoch 772/1875
1/1 [==============================] - ETA: 0s - loss: 0.2272 - accuracy: 0.9337
1/1 [==============================] - 0s 87ms/step - loss: 0.2272 - accuracy: 0.9337 - val_loss: 0.2147 - val_accuracy: 0.9369
Epoch 773/1875
1/1 [==============================] - ETA: 0s - loss: 0.2270 - accuracy: 0.9338
1/1 [==============================] - 0s 92ms/step - loss: 0.2270 - accuracy: 0.9338 - val_loss: 0.2146 - val_accuracy: 0.9371
Epoch 774/1875
1/1 [==============================] - ETA: 0s - loss: 0.2268 - accuracy: 0.9338
1/1 [==============================] - 0s 74ms/step - loss: 0.2268 - accuracy: 0.9338 - val_loss: 0.2144 - val_accuracy: 0.9371
Epoch 775/1875
1/1 [==============================] - ETA: 0s - loss: 0.2266 - accuracy: 0.9339
1/1 [==============================] - 0s 74ms/step - loss: 0.2266 - accuracy: 0.9339 - val_loss: 0.2142 - val_accuracy: 0.9371
Epoch 776/1875
1/1 [==============================] - ETA: 0s - loss: 0.2265 - accuracy: 0.9339
1/1 [==============================] - 0s 80ms/step - loss: 0.2265 - accuracy: 0.9339 - val_loss: 0.2140 - val_accuracy: 0.9371
Epoch 777/1875
1/1 [==============================] - ETA: 0s - loss: 0.2263 - accuracy: 0.9340
1/1 [==============================] - 0s 80ms/step - loss: 0.2263 - accuracy: 0.9340 - val_loss: 0.2139 - val_accuracy: 0.9371
Epoch 778/1875
1/1 [==============================] - ETA: 0s - loss: 0.2261 - accuracy: 0.9341
1/1 [==============================] - 0s 81ms/step - loss: 0.2261 - accuracy: 0.9341 - val_loss: 0.2137 - val_accuracy: 0.9371
Epoch 779/1875
1/1 [==============================] - ETA: 0s - loss: 0.2259 - accuracy: 0.9341
1/1 [==============================] - 0s 91ms/step - loss: 0.2259 - accuracy: 0.9341 - val_loss: 0.2135 - val_accuracy: 0.9372
Epoch 780/1875
1/1 [==============================] - ETA: 0s - loss: 0.2257 - accuracy: 0.9342
1/1 [==============================] - 0s 80ms/step - loss: 0.2257 - accuracy: 0.9342 - val_loss: 0.2133 - val_accuracy: 0.9373
Epoch 781/1875
1/1 [==============================] - ETA: 0s - loss: 0.2256 - accuracy: 0.9342
1/1 [==============================] - 0s 87ms/step - loss: 0.2256 - accuracy: 0.9342 - val_loss: 0.2132 - val_accuracy: 0.9373
Epoch 782/1875
1/1 [==============================] - ETA: 0s - loss: 0.2254 - accuracy: 0.9343
1/1 [==============================] - 0s 92ms/step - loss: 0.2254 - accuracy: 0.9343 - val_loss: 0.2130 - val_accuracy: 0.9374
Epoch 783/1875
1/1 [==============================] - ETA: 0s - loss: 0.2252 - accuracy: 0.9343
1/1 [==============================] - 0s 74ms/step - loss: 0.2252 - accuracy: 0.9343 - val_loss: 0.2128 - val_accuracy: 0.9375
Epoch 784/1875
1/1 [==============================] - ETA: 0s - loss: 0.2250 - accuracy: 0.9344
1/1 [==============================] - 0s 75ms/step - loss: 0.2250 - accuracy: 0.9344 - val_loss: 0.2126 - val_accuracy: 0.9376
Epoch 785/1875
1/1 [==============================] - ETA: 0s - loss: 0.2248 - accuracy: 0.9345
1/1 [==============================] - 0s 81ms/step - loss: 0.2248 - accuracy: 0.9345 - val_loss: 0.2125 - val_accuracy: 0.9376
Epoch 786/1875
1/1 [==============================] - ETA: 0s - loss: 0.2246 - accuracy: 0.9345
1/1 [==============================] - 0s 91ms/step - loss: 0.2246 - accuracy: 0.9345 - val_loss: 0.2123 - val_accuracy: 0.9377
Epoch 787/1875
1/1 [==============================] - ETA: 0s - loss: 0.2245 - accuracy: 0.9346
1/1 [==============================] - 0s 80ms/step - loss: 0.2245 - accuracy: 0.9346 - val_loss: 0.2121 - val_accuracy: 0.9378
Epoch 788/1875
1/1 [==============================] - ETA: 0s - loss: 0.2243 - accuracy: 0.9347
1/1 [==============================] - 0s 81ms/step - loss: 0.2243 - accuracy: 0.9347 - val_loss: 0.2119 - val_accuracy: 0.9378
Epoch 789/1875
1/1 [==============================] - ETA: 0s - loss: 0.2241 - accuracy: 0.9348
1/1 [==============================] - 0s 80ms/step - loss: 0.2241 - accuracy: 0.9348 - val_loss: 0.2118 - val_accuracy: 0.9378
Epoch 790/1875
1/1 [==============================] - ETA: 0s - loss: 0.2239 - accuracy: 0.9348
1/1 [==============================] - 0s 80ms/step - loss: 0.2239 - accuracy: 0.9348 - val_loss: 0.2116 - val_accuracy: 0.9378
Epoch 791/1875
1/1 [==============================] - ETA: 0s - loss: 0.2238 - accuracy: 0.9349
1/1 [==============================] - 0s 92ms/step - loss: 0.2238 - accuracy: 0.9349 - val_loss: 0.2114 - val_accuracy: 0.9378
Epoch 792/1875
1/1 [==============================] - ETA: 0s - loss: 0.2236 - accuracy: 0.9349
1/1 [==============================] - 0s 74ms/step - loss: 0.2236 - accuracy: 0.9349 - val_loss: 0.2112 - val_accuracy: 0.9379
Epoch 793/1875
1/1 [==============================] - ETA: 0s - loss: 0.2234 - accuracy: 0.9349
1/1 [==============================] - 0s 74ms/step - loss: 0.2234 - accuracy: 0.9349 - val_loss: 0.2111 - val_accuracy: 0.9379
Epoch 794/1875
1/1 [==============================] - ETA: 0s - loss: 0.2232 - accuracy: 0.9349
1/1 [==============================] - 0s 80ms/step - loss: 0.2232 - accuracy: 0.9349 - val_loss: 0.2109 - val_accuracy: 0.9380
Epoch 795/1875
1/1 [==============================] - ETA: 0s - loss: 0.2230 - accuracy: 0.9349
1/1 [==============================] - 0s 80ms/step - loss: 0.2230 - accuracy: 0.9349 - val_loss: 0.2107 - val_accuracy: 0.9382
Epoch 796/1875
1/1 [==============================] - ETA: 0s - loss: 0.2229 - accuracy: 0.9349
1/1 [==============================] - 0s 80ms/step - loss: 0.2229 - accuracy: 0.9349 - val_loss: 0.2106 - val_accuracy: 0.9382
Epoch 797/1875
1/1 [==============================] - ETA: 0s - loss: 0.2227 - accuracy: 0.9350
1/1 [==============================] - 0s 80ms/step - loss: 0.2227 - accuracy: 0.9350 - val_loss: 0.2104 - val_accuracy: 0.9381
Epoch 798/1875
1/1 [==============================] - ETA: 0s - loss: 0.2225 - accuracy: 0.9350
1/1 [==============================] - 0s 80ms/step - loss: 0.2225 - accuracy: 0.9350 - val_loss: 0.2102 - val_accuracy: 0.9381
Epoch 799/1875
1/1 [==============================] - ETA: 0s - loss: 0.2223 - accuracy: 0.9350
1/1 [==============================] - 0s 92ms/step - loss: 0.2223 - accuracy: 0.9350 - val_loss: 0.2101 - val_accuracy: 0.9382
Epoch 800/1875
1/1 [==============================] - ETA: 0s - loss: 0.2222 - accuracy: 0.9351
1/1 [==============================] - 0s 74ms/step - loss: 0.2222 - accuracy: 0.9351 - val_loss: 0.2099 - val_accuracy: 0.9383
Epoch 801/1875
1/1 [==============================] - ETA: 0s - loss: 0.2220 - accuracy: 0.9352
1/1 [==============================] - 0s 74ms/step - loss: 0.2220 - accuracy: 0.9352 - val_loss: 0.2097 - val_accuracy: 0.9383
Epoch 802/1875
1/1 [==============================] - ETA: 0s - loss: 0.2218 - accuracy: 0.9352
1/1 [==============================] - 0s 74ms/step - loss: 0.2218 - accuracy: 0.9352 - val_loss: 0.2095 - val_accuracy: 0.9384
Epoch 803/1875
1/1 [==============================] - ETA: 0s - loss: 0.2216 - accuracy: 0.9352
1/1 [==============================] - 0s 80ms/step - loss: 0.2216 - accuracy: 0.9352 - val_loss: 0.2094 - val_accuracy: 0.9384
Epoch 804/1875
1/1 [==============================] - ETA: 0s - loss: 0.2215 - accuracy: 0.9352
1/1 [==============================] - 0s 80ms/step - loss: 0.2215 - accuracy: 0.9352 - val_loss: 0.2092 - val_accuracy: 0.9384
Epoch 805/1875
1/1 [==============================] - ETA: 0s - loss: 0.2213 - accuracy: 0.9353
1/1 [==============================] - 0s 80ms/step - loss: 0.2213 - accuracy: 0.9353 - val_loss: 0.2090 - val_accuracy: 0.9384
Epoch 806/1875
1/1 [==============================] - ETA: 0s - loss: 0.2211 - accuracy: 0.9354
1/1 [==============================] - 0s 80ms/step - loss: 0.2211 - accuracy: 0.9354 - val_loss: 0.2089 - val_accuracy: 0.9384
Epoch 807/1875
1/1 [==============================] - ETA: 0s - loss: 0.2209 - accuracy: 0.9354
1/1 [==============================] - 0s 86ms/step - loss: 0.2209 - accuracy: 0.9354 - val_loss: 0.2087 - val_accuracy: 0.9384
Epoch 808/1875
1/1 [==============================] - ETA: 0s - loss: 0.2208 - accuracy: 0.9355
1/1 [==============================] - 0s 92ms/step - loss: 0.2208 - accuracy: 0.9355 - val_loss: 0.2085 - val_accuracy: 0.9384
Epoch 809/1875
1/1 [==============================] - ETA: 0s - loss: 0.2206 - accuracy: 0.9355
1/1 [==============================] - 0s 74ms/step - loss: 0.2206 - accuracy: 0.9355 - val_loss: 0.2084 - val_accuracy: 0.9385
Epoch 810/1875
1/1 [==============================] - ETA: 0s - loss: 0.2204 - accuracy: 0.9356
1/1 [==============================] - 0s 74ms/step - loss: 0.2204 - accuracy: 0.9356 - val_loss: 0.2082 - val_accuracy: 0.9386
Epoch 811/1875
1/1 [==============================] - ETA: 0s - loss: 0.2203 - accuracy: 0.9356
1/1 [==============================] - 0s 74ms/step - loss: 0.2203 - accuracy: 0.9356 - val_loss: 0.2080 - val_accuracy: 0.9386
Epoch 812/1875
1/1 [==============================] - ETA: 0s - loss: 0.2201 - accuracy: 0.9356
1/1 [==============================] - 0s 80ms/step - loss: 0.2201 - accuracy: 0.9356 - val_loss: 0.2079 - val_accuracy: 0.9387
Epoch 813/1875
1/1 [==============================] - ETA: 0s - loss: 0.2199 - accuracy: 0.9357
1/1 [==============================] - 0s 80ms/step - loss: 0.2199 - accuracy: 0.9357 - val_loss: 0.2077 - val_accuracy: 0.9387
Epoch 814/1875
1/1 [==============================] - ETA: 0s - loss: 0.2197 - accuracy: 0.9357
1/1 [==============================] - 0s 80ms/step - loss: 0.2197 - accuracy: 0.9357 - val_loss: 0.2075 - val_accuracy: 0.9387
Epoch 815/1875
1/1 [==============================] - ETA: 0s - loss: 0.2196 - accuracy: 0.9357
1/1 [==============================] - 0s 80ms/step - loss: 0.2196 - accuracy: 0.9357 - val_loss: 0.2074 - val_accuracy: 0.9391
Epoch 816/1875
1/1 [==============================] - ETA: 0s - loss: 0.2194 - accuracy: 0.9358
1/1 [==============================] - 0s 81ms/step - loss: 0.2194 - accuracy: 0.9358 - val_loss: 0.2072 - val_accuracy: 0.9391
Epoch 817/1875
1/1 [==============================] - ETA: 0s - loss: 0.2192 - accuracy: 0.9358
1/1 [==============================] - 0s 93ms/step - loss: 0.2192 - accuracy: 0.9358 - val_loss: 0.2071 - val_accuracy: 0.9392
Epoch 818/1875
1/1 [==============================] - ETA: 0s - loss: 0.2191 - accuracy: 0.9359
1/1 [==============================] - 0s 74ms/step - loss: 0.2191 - accuracy: 0.9359 - val_loss: 0.2069 - val_accuracy: 0.9392
Epoch 819/1875
1/1 [==============================] - ETA: 0s - loss: 0.2189 - accuracy: 0.9360
1/1 [==============================] - 0s 74ms/step - loss: 0.2189 - accuracy: 0.9360 - val_loss: 0.2067 - val_accuracy: 0.9392
Epoch 820/1875
1/1 [==============================] - ETA: 0s - loss: 0.2187 - accuracy: 0.9360
1/1 [==============================] - 0s 74ms/step - loss: 0.2187 - accuracy: 0.9360 - val_loss: 0.2066 - val_accuracy: 0.9393
Epoch 821/1875
1/1 [==============================] - ETA: 0s - loss: 0.2185 - accuracy: 0.9360
1/1 [==============================] - 0s 74ms/step - loss: 0.2185 - accuracy: 0.9360 - val_loss: 0.2064 - val_accuracy: 0.9393
Epoch 822/1875
1/1 [==============================] - ETA: 0s - loss: 0.2184 - accuracy: 0.9361
1/1 [==============================] - 0s 83ms/step - loss: 0.2184 - accuracy: 0.9361 - val_loss: 0.2062 - val_accuracy: 0.9393
Epoch 823/1875
1/1 [==============================] - ETA: 0s - loss: 0.2182 - accuracy: 0.9361
1/1 [==============================] - 0s 80ms/step - loss: 0.2182 - accuracy: 0.9361 - val_loss: 0.2061 - val_accuracy: 0.9393
Epoch 824/1875
1/1 [==============================] - ETA: 0s - loss: 0.2180 - accuracy: 0.9362
1/1 [==============================] - 0s 80ms/step - loss: 0.2180 - accuracy: 0.9362 - val_loss: 0.2059 - val_accuracy: 0.9394
Epoch 825/1875
1/1 [==============================] - ETA: 0s - loss: 0.2179 - accuracy: 0.9363
1/1 [==============================] - 0s 85ms/step - loss: 0.2179 - accuracy: 0.9363 - val_loss: 0.2057 - val_accuracy: 0.9395
Epoch 826/1875
1/1 [==============================] - ETA: 0s - loss: 0.2177 - accuracy: 0.9364
1/1 [==============================] - 0s 74ms/step - loss: 0.2177 - accuracy: 0.9364 - val_loss: 0.2056 - val_accuracy: 0.9395
Epoch 827/1875
1/1 [==============================] - ETA: 0s - loss: 0.2175 - accuracy: 0.9365
1/1 [==============================] - 0s 74ms/step - loss: 0.2175 - accuracy: 0.9365 - val_loss: 0.2054 - val_accuracy: 0.9395
Epoch 828/1875
1/1 [==============================] - ETA: 0s - loss: 0.2174 - accuracy: 0.9365
1/1 [==============================] - 0s 74ms/step - loss: 0.2174 - accuracy: 0.9365 - val_loss: 0.2053 - val_accuracy: 0.9394
Epoch 829/1875
1/1 [==============================] - ETA: 0s - loss: 0.2172 - accuracy: 0.9365
1/1 [==============================] - 0s 76ms/step - loss: 0.2172 - accuracy: 0.9365 - val_loss: 0.2051 - val_accuracy: 0.9394
Epoch 830/1875
1/1 [==============================] - ETA: 0s - loss: 0.2170 - accuracy: 0.9366
1/1 [==============================] - 0s 81ms/step - loss: 0.2170 - accuracy: 0.9366 - val_loss: 0.2049 - val_accuracy: 0.9394
Epoch 831/1875
1/1 [==============================] - ETA: 0s - loss: 0.2169 - accuracy: 0.9366
1/1 [==============================] - 0s 80ms/step - loss: 0.2169 - accuracy: 0.9366 - val_loss: 0.2048 - val_accuracy: 0.9394
Epoch 832/1875
1/1 [==============================] - ETA: 0s - loss: 0.2167 - accuracy: 0.9366
1/1 [==============================] - 0s 87ms/step - loss: 0.2167 - accuracy: 0.9366 - val_loss: 0.2046 - val_accuracy: 0.9394
Epoch 833/1875
1/1 [==============================] - ETA: 0s - loss: 0.2165 - accuracy: 0.9367
1/1 [==============================] - 0s 87ms/step - loss: 0.2165 - accuracy: 0.9367 - val_loss: 0.2045 - val_accuracy: 0.9394
Epoch 834/1875
1/1 [==============================] - ETA: 0s - loss: 0.2164 - accuracy: 0.9367
1/1 [==============================] - 0s 98ms/step - loss: 0.2164 - accuracy: 0.9367 - val_loss: 0.2043 - val_accuracy: 0.9394
Epoch 835/1875
1/1 [==============================] - ETA: 0s - loss: 0.2162 - accuracy: 0.9368
1/1 [==============================] - 0s 75ms/step - loss: 0.2162 - accuracy: 0.9368 - val_loss: 0.2041 - val_accuracy: 0.9395
Epoch 836/1875
1/1 [==============================] - ETA: 0s - loss: 0.2160 - accuracy: 0.9369
1/1 [==============================] - 0s 74ms/step - loss: 0.2160 - accuracy: 0.9369 - val_loss: 0.2040 - val_accuracy: 0.9395
Epoch 837/1875
1/1 [==============================] - ETA: 0s - loss: 0.2159 - accuracy: 0.9369
1/1 [==============================] - 0s 74ms/step - loss: 0.2159 - accuracy: 0.9369 - val_loss: 0.2038 - val_accuracy: 0.9396
Epoch 838/1875
1/1 [==============================] - ETA: 0s - loss: 0.2157 - accuracy: 0.9370
1/1 [==============================] - 0s 74ms/step - loss: 0.2157 - accuracy: 0.9370 - val_loss: 0.2037 - val_accuracy: 0.9397
Epoch 839/1875
1/1 [==============================] - ETA: 0s - loss: 0.2156 - accuracy: 0.9371
1/1 [==============================] - 0s 81ms/step - loss: 0.2156 - accuracy: 0.9371 - val_loss: 0.2035 - val_accuracy: 0.9397
Epoch 840/1875
1/1 [==============================] - ETA: 0s - loss: 0.2154 - accuracy: 0.9372
1/1 [==============================] - 0s 80ms/step - loss: 0.2154 - accuracy: 0.9372 - val_loss: 0.2033 - val_accuracy: 0.9398
Epoch 841/1875
1/1 [==============================] - ETA: 0s - loss: 0.2152 - accuracy: 0.9372
1/1 [==============================] - 0s 81ms/step - loss: 0.2152 - accuracy: 0.9372 - val_loss: 0.2032 - val_accuracy: 0.9398
Epoch 842/1875
1/1 [==============================] - ETA: 0s - loss: 0.2151 - accuracy: 0.9372
1/1 [==============================] - 0s 80ms/step - loss: 0.2151 - accuracy: 0.9372 - val_loss: 0.2030 - val_accuracy: 0.9398
Epoch 843/1875
1/1 [==============================] - ETA: 0s - loss: 0.2149 - accuracy: 0.9373
1/1 [==============================] - 0s 100ms/step - loss: 0.2149 - accuracy: 0.9373 - val_loss: 0.2029 - val_accuracy: 0.9399
Epoch 844/1875
1/1 [==============================] - ETA: 0s - loss: 0.2147 - accuracy: 0.9373
1/1 [==============================] - 0s 74ms/step - loss: 0.2147 - accuracy: 0.9373 - val_loss: 0.2027 - val_accuracy: 0.9401
Epoch 845/1875
1/1 [==============================] - ETA: 0s - loss: 0.2146 - accuracy: 0.9374
1/1 [==============================] - 0s 74ms/step - loss: 0.2146 - accuracy: 0.9374 - val_loss: 0.2026 - val_accuracy: 0.9401
Epoch 846/1875
1/1 [==============================] - ETA: 0s - loss: 0.2144 - accuracy: 0.9374
1/1 [==============================] - 0s 74ms/step - loss: 0.2144 - accuracy: 0.9374 - val_loss: 0.2024 - val_accuracy: 0.9401
Epoch 847/1875
1/1 [==============================] - ETA: 0s - loss: 0.2142 - accuracy: 0.9374
1/1 [==============================] - 0s 75ms/step - loss: 0.2142 - accuracy: 0.9374 - val_loss: 0.2023 - val_accuracy: 0.9402
Epoch 848/1875
1/1 [==============================] - ETA: 0s - loss: 0.2141 - accuracy: 0.9375
1/1 [==============================] - 0s 81ms/step - loss: 0.2141 - accuracy: 0.9375 - val_loss: 0.2021 - val_accuracy: 0.9403
Epoch 849/1875
1/1 [==============================] - ETA: 0s - loss: 0.2139 - accuracy: 0.9375
1/1 [==============================] - 0s 80ms/step - loss: 0.2139 - accuracy: 0.9375 - val_loss: 0.2019 - val_accuracy: 0.9404
Epoch 850/1875
1/1 [==============================] - ETA: 0s - loss: 0.2138 - accuracy: 0.9375
1/1 [==============================] - 0s 81ms/step - loss: 0.2138 - accuracy: 0.9375 - val_loss: 0.2018 - val_accuracy: 0.9404
Epoch 851/1875
1/1 [==============================] - ETA: 0s - loss: 0.2136 - accuracy: 0.9377
1/1 [==============================] - 0s 98ms/step - loss: 0.2136 - accuracy: 0.9377 - val_loss: 0.2016 - val_accuracy: 0.9404
Epoch 852/1875
1/1 [==============================] - ETA: 0s - loss: 0.2134 - accuracy: 0.9377
1/1 [==============================] - 0s 74ms/step - loss: 0.2134 - accuracy: 0.9377 - val_loss: 0.2015 - val_accuracy: 0.9404
Epoch 853/1875
1/1 [==============================] - ETA: 0s - loss: 0.2133 - accuracy: 0.9378
1/1 [==============================] - 0s 74ms/step - loss: 0.2133 - accuracy: 0.9378 - val_loss: 0.2013 - val_accuracy: 0.9404
Epoch 854/1875
1/1 [==============================] - ETA: 0s - loss: 0.2131 - accuracy: 0.9378
1/1 [==============================] - 0s 74ms/step - loss: 0.2131 - accuracy: 0.9378 - val_loss: 0.2012 - val_accuracy: 0.9404
Epoch 855/1875
1/1 [==============================] - ETA: 0s - loss: 0.2130 - accuracy: 0.9378
1/1 [==============================] - 0s 74ms/step - loss: 0.2130 - accuracy: 0.9378 - val_loss: 0.2010 - val_accuracy: 0.9404
Epoch 856/1875
1/1 [==============================] - ETA: 0s - loss: 0.2128 - accuracy: 0.9379
1/1 [==============================] - 0s 74ms/step - loss: 0.2128 - accuracy: 0.9379 - val_loss: 0.2009 - val_accuracy: 0.9404
Epoch 857/1875
1/1 [==============================] - ETA: 0s - loss: 0.2126 - accuracy: 0.9380
1/1 [==============================] - 0s 87ms/step - loss: 0.2126 - accuracy: 0.9380 - val_loss: 0.2007 - val_accuracy: 0.9406
Epoch 858/1875
1/1 [==============================] - ETA: 0s - loss: 0.2125 - accuracy: 0.9380
1/1 [==============================] - 0s 80ms/step - loss: 0.2125 - accuracy: 0.9380 - val_loss: 0.2006 - val_accuracy: 0.9406
Epoch 859/1875
1/1 [==============================] - ETA: 0s - loss: 0.2123 - accuracy: 0.9381
1/1 [==============================] - 0s 93ms/step - loss: 0.2123 - accuracy: 0.9381 - val_loss: 0.2004 - val_accuracy: 0.9406
Epoch 860/1875
1/1 [==============================] - ETA: 0s - loss: 0.2122 - accuracy: 0.9381
1/1 [==============================] - 0s 98ms/step - loss: 0.2122 - accuracy: 0.9381 - val_loss: 0.2002 - val_accuracy: 0.9406
Epoch 861/1875
1/1 [==============================] - ETA: 0s - loss: 0.2120 - accuracy: 0.9382
1/1 [==============================] - 0s 74ms/step - loss: 0.2120 - accuracy: 0.9382 - val_loss: 0.2001 - val_accuracy: 0.9406
Epoch 862/1875
1/1 [==============================] - ETA: 0s - loss: 0.2118 - accuracy: 0.9382
1/1 [==============================] - 0s 74ms/step - loss: 0.2118 - accuracy: 0.9382 - val_loss: 0.1999 - val_accuracy: 0.9406
Epoch 863/1875
1/1 [==============================] - ETA: 0s - loss: 0.2117 - accuracy: 0.9383
1/1 [==============================] - 0s 80ms/step - loss: 0.2117 - accuracy: 0.9383 - val_loss: 0.1998 - val_accuracy: 0.9406
Epoch 864/1875
1/1 [==============================] - ETA: 0s - loss: 0.2115 - accuracy: 0.9383
1/1 [==============================] - 0s 80ms/step - loss: 0.2115 - accuracy: 0.9383 - val_loss: 0.1996 - val_accuracy: 0.9407
Epoch 865/1875
1/1 [==============================] - ETA: 0s - loss: 0.2114 - accuracy: 0.9383
1/1 [==============================] - 0s 74ms/step - loss: 0.2114 - accuracy: 0.9383 - val_loss: 0.1995 - val_accuracy: 0.9407
Epoch 866/1875
1/1 [==============================] - ETA: 0s - loss: 0.2112 - accuracy: 0.9383
1/1 [==============================] - 0s 87ms/step - loss: 0.2112 - accuracy: 0.9383 - val_loss: 0.1993 - val_accuracy: 0.9407
Epoch 867/1875
1/1 [==============================] - ETA: 0s - loss: 0.2111 - accuracy: 0.9383
1/1 [==============================] - 0s 87ms/step - loss: 0.2111 - accuracy: 0.9383 - val_loss: 0.1992 - val_accuracy: 0.9407
Epoch 868/1875
1/1 [==============================] - ETA: 0s - loss: 0.2109 - accuracy: 0.9384
1/1 [==============================] - 0s 80ms/step - loss: 0.2109 - accuracy: 0.9384 - val_loss: 0.1990 - val_accuracy: 0.9408
Epoch 869/1875
1/1 [==============================] - ETA: 0s - loss: 0.2107 - accuracy: 0.9384
1/1 [==============================] - 0s 99ms/step - loss: 0.2107 - accuracy: 0.9384 - val_loss: 0.1989 - val_accuracy: 0.9408
Epoch 870/1875
1/1 [==============================] - ETA: 0s - loss: 0.2106 - accuracy: 0.9384
1/1 [==============================] - 0s 74ms/step - loss: 0.2106 - accuracy: 0.9384 - val_loss: 0.1987 - val_accuracy: 0.9411
Epoch 871/1875
1/1 [==============================] - ETA: 0s - loss: 0.2104 - accuracy: 0.9384
1/1 [==============================] - 0s 75ms/step - loss: 0.2104 - accuracy: 0.9384 - val_loss: 0.1986 - val_accuracy: 0.9411
Epoch 872/1875
1/1 [==============================] - ETA: 0s - loss: 0.2103 - accuracy: 0.9384
1/1 [==============================] - 0s 80ms/step - loss: 0.2103 - accuracy: 0.9384 - val_loss: 0.1984 - val_accuracy: 0.9411
Epoch 873/1875
1/1 [==============================] - ETA: 0s - loss: 0.2101 - accuracy: 0.9385
1/1 [==============================] - 0s 74ms/step - loss: 0.2101 - accuracy: 0.9385 - val_loss: 0.1983 - val_accuracy: 0.9411
Epoch 874/1875
1/1 [==============================] - ETA: 0s - loss: 0.2100 - accuracy: 0.9386
1/1 [==============================] - 0s 74ms/step - loss: 0.2100 - accuracy: 0.9386 - val_loss: 0.1981 - val_accuracy: 0.9413
Epoch 875/1875
1/1 [==============================] - ETA: 0s - loss: 0.2098 - accuracy: 0.9386
1/1 [==============================] - 0s 80ms/step - loss: 0.2098 - accuracy: 0.9386 - val_loss: 0.1980 - val_accuracy: 0.9413
Epoch 876/1875
1/1 [==============================] - ETA: 0s - loss: 0.2096 - accuracy: 0.9386
1/1 [==============================] - 0s 80ms/step - loss: 0.2096 - accuracy: 0.9386 - val_loss: 0.1978 - val_accuracy: 0.9414
Epoch 877/1875
1/1 [==============================] - ETA: 0s - loss: 0.2095 - accuracy: 0.9387
1/1 [==============================] - 0s 98ms/step - loss: 0.2095 - accuracy: 0.9387 - val_loss: 0.1977 - val_accuracy: 0.9416
Epoch 878/1875
1/1 [==============================] - ETA: 0s - loss: 0.2093 - accuracy: 0.9387
1/1 [==============================] - 0s 74ms/step - loss: 0.2093 - accuracy: 0.9387 - val_loss: 0.1975 - val_accuracy: 0.9417
Epoch 879/1875
1/1 [==============================] - ETA: 0s - loss: 0.2092 - accuracy: 0.9388
1/1 [==============================] - 0s 74ms/step - loss: 0.2092 - accuracy: 0.9388 - val_loss: 0.1974 - val_accuracy: 0.9419
Epoch 880/1875
1/1 [==============================] - ETA: 0s - loss: 0.2090 - accuracy: 0.9388
1/1 [==============================] - 0s 74ms/step - loss: 0.2090 - accuracy: 0.9388 - val_loss: 0.1973 - val_accuracy: 0.9420
Epoch 881/1875
1/1 [==============================] - ETA: 0s - loss: 0.2089 - accuracy: 0.9390
1/1 [==============================] - 0s 74ms/step - loss: 0.2089 - accuracy: 0.9390 - val_loss: 0.1971 - val_accuracy: 0.9420
Epoch 882/1875
1/1 [==============================] - ETA: 0s - loss: 0.2087 - accuracy: 0.9390
1/1 [==============================] - 0s 74ms/step - loss: 0.2087 - accuracy: 0.9390 - val_loss: 0.1970 - val_accuracy: 0.9420
Epoch 883/1875
1/1 [==============================] - ETA: 0s - loss: 0.2086 - accuracy: 0.9390
1/1 [==============================] - 0s 80ms/step - loss: 0.2086 - accuracy: 0.9390 - val_loss: 0.1968 - val_accuracy: 0.9420
Epoch 884/1875
1/1 [==============================] - ETA: 0s - loss: 0.2084 - accuracy: 0.9391
1/1 [==============================] - 0s 93ms/step - loss: 0.2084 - accuracy: 0.9391 - val_loss: 0.1967 - val_accuracy: 0.9421
Epoch 885/1875
1/1 [==============================] - ETA: 0s - loss: 0.2083 - accuracy: 0.9391
1/1 [==============================] - 0s 93ms/step - loss: 0.2083 - accuracy: 0.9391 - val_loss: 0.1965 - val_accuracy: 0.9421
Epoch 886/1875
1/1 [==============================] - ETA: 0s - loss: 0.2081 - accuracy: 0.9392
1/1 [==============================] - 0s 99ms/step - loss: 0.2081 - accuracy: 0.9392 - val_loss: 0.1964 - val_accuracy: 0.9422
Epoch 887/1875
1/1 [==============================] - ETA: 0s - loss: 0.2080 - accuracy: 0.9393
1/1 [==============================] - 0s 75ms/step - loss: 0.2080 - accuracy: 0.9393 - val_loss: 0.1962 - val_accuracy: 0.9422
Epoch 888/1875
1/1 [==============================] - ETA: 0s - loss: 0.2078 - accuracy: 0.9393
1/1 [==============================] - 0s 74ms/step - loss: 0.2078 - accuracy: 0.9393 - val_loss: 0.1961 - val_accuracy: 0.9422
Epoch 889/1875
1/1 [==============================] - ETA: 0s - loss: 0.2077 - accuracy: 0.9394
1/1 [==============================] - 0s 75ms/step - loss: 0.2077 - accuracy: 0.9394 - val_loss: 0.1959 - val_accuracy: 0.9422
Epoch 890/1875
1/1 [==============================] - ETA: 0s - loss: 0.2075 - accuracy: 0.9394
1/1 [==============================] - 0s 75ms/step - loss: 0.2075 - accuracy: 0.9394 - val_loss: 0.1958 - val_accuracy: 0.9422
Epoch 891/1875
1/1 [==============================] - ETA: 0s - loss: 0.2074 - accuracy: 0.9395
1/1 [==============================] - 0s 74ms/step - loss: 0.2074 - accuracy: 0.9395 - val_loss: 0.1956 - val_accuracy: 0.9422
Epoch 892/1875
1/1 [==============================] - ETA: 0s - loss: 0.2072 - accuracy: 0.9395
1/1 [==============================] - 0s 80ms/step - loss: 0.2072 - accuracy: 0.9395 - val_loss: 0.1955 - val_accuracy: 0.9422
Epoch 893/1875
1/1 [==============================] - ETA: 0s - loss: 0.2071 - accuracy: 0.9396
1/1 [==============================] - 0s 81ms/step - loss: 0.2071 - accuracy: 0.9396 - val_loss: 0.1954 - val_accuracy: 0.9423
Epoch 894/1875
1/1 [==============================] - ETA: 0s - loss: 0.2069 - accuracy: 0.9397
1/1 [==============================] - 0s 80ms/step - loss: 0.2069 - accuracy: 0.9397 - val_loss: 0.1952 - val_accuracy: 0.9424
Epoch 895/1875
srun: Job step aborted: Waiting up to 32 seconds for job step to finish.
slurmstepd-node18: error: *** JOB 18932 ON node18 CANCELLED AT 2020-07-22T15:20:07 DUE TO TIME LIMIT ***
slurmstepd-node18: error: *** STEP 18932.0 ON node18 CANCELLED AT 2020-07-22T15:20:07 DUE TO TIME LIMIT ***
srun: got SIGCONT
srun: forcing job termination
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