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