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training_stats_val.txt
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Epoch 1/50
25/25 [==============================] - 5s 49ms/step - loss: 4.2825 - auc_1: 0.6957 - val_loss: 1.3706 - val_auc_1: 0.9524
Epoch 2/50
25/25 [==============================] - 0s 18ms/step - loss: 3.6470 - auc_1: 0.6957 - val_loss: 1.0724 - val_auc_1: 0.9208
Epoch 3/50
25/25 [==============================] - 0s 18ms/step - loss: 2.5861 - auc_1: 0.7033 - val_loss: 0.4365 - val_auc_1: 0.9589
Epoch 4/50
25/25 [==============================] - 0s 18ms/step - loss: 1.7461 - auc_1: 0.7675 - val_loss: 0.3024 - val_auc_1: 0.9632
Epoch 5/50
25/25 [==============================] - 0s 18ms/step - loss: 1.1920 - auc_1: 0.7900 - val_loss: 0.2321 - val_auc_1: 0.9404
Epoch 6/50
25/25 [==============================] - 0s 18ms/step - loss: 0.8333 - auc_1: 0.8039 - val_loss: 0.2147 - val_auc_1: 0.9405
Epoch 7/50
25/25 [==============================] - 0s 18ms/step - loss: 0.6596 - auc_1: 0.8062 - val_loss: 0.2207 - val_auc_1: 0.9404
Epoch 8/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5927 - auc_1: 0.8050 - val_loss: 0.2316 - val_auc_1: 0.9404
Epoch 9/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5698 - auc_1: 0.8062 - val_loss: 0.2391 - val_auc_1: 0.9403
Epoch 10/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5646 - auc_1: 0.8054 - val_loss: 0.2458 - val_auc_1: 0.9402
Epoch 11/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5602 - auc_1: 0.8077 - val_loss: 0.2452 - val_auc_1: 0.9400
Epoch 12/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5580 - auc_1: 0.8091 - val_loss: 0.2492 - val_auc_1: 0.9398
Epoch 13/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5558 - auc_1: 0.8097 - val_loss: 0.2484 - val_auc_1: 0.9397
Epoch 14/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5546 - auc_1: 0.8106 - val_loss: 0.2506 - val_auc_1: 0.9394
Epoch 15/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5516 - auc_1: 0.8121 - val_loss: 0.2520 - val_auc_1: 0.9393
Epoch 16/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5515 - auc_1: 0.8130 - val_loss: 0.2506 - val_auc_1: 0.9392
Epoch 17/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5470 - auc_1: 0.8147 - val_loss: 0.2529 - val_auc_1: 0.9390
Epoch 18/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5422 - auc_1: 0.8174 - val_loss: 0.2552 - val_auc_1: 0.9384
Epoch 19/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5373 - auc_1: 0.8219 - val_loss: 0.2555 - val_auc_1: 0.9381
Epoch 20/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5299 - auc_1: 0.8253 - val_loss: 0.2620 - val_auc_1: 0.9374
Epoch 21/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5275 - auc_1: 0.8280 - val_loss: 0.2478 - val_auc_1: 0.9378
Epoch 22/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5266 - auc_1: 0.8238 - val_loss: 0.2525 - val_auc_1: 0.9375
Epoch 23/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5111 - auc_1: 0.8323 - val_loss: 0.2575 - val_auc_1: 0.9350
Epoch 24/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5079 - auc_1: 0.8376 - val_loss: 0.2615 - val_auc_1: 0.9371
Epoch 25/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5059 - auc_1: 0.8345 - val_loss: 0.2598 - val_auc_1: 0.9341
Epoch 26/50
25/25 [==============================] - 0s 18ms/step - loss: 0.5002 - auc_1: 0.8387 - val_loss: 0.2623 - val_auc_1: 0.9345
Epoch 27/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4911 - auc_1: 0.8446 - val_loss: 0.2674 - val_auc_1: 0.9368
Epoch 28/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4873 - auc_1: 0.8496 - val_loss: 0.2644 - val_auc_1: 0.9352
Epoch 29/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4820 - auc_1: 0.8508 - val_loss: 0.2630 - val_auc_1: 0.9284
Epoch 30/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4723 - auc_1: 0.8606 - val_loss: 0.2732 - val_auc_1: 0.9282
Epoch 31/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4862 - auc_1: 0.8495 - val_loss: 0.2568 - val_auc_1: 0.9355
Epoch 32/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4670 - auc_1: 0.8618 - val_loss: 0.2722 - val_auc_1: 0.9278
Epoch 33/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4529 - auc_1: 0.8705 - val_loss: 0.2727 - val_auc_1: 0.9263
Epoch 34/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4516 - auc_1: 0.8714 - val_loss: 0.2833 - val_auc_1: 0.9269
Epoch 35/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4453 - auc_1: 0.8781 - val_loss: 0.3010 - val_auc_1: 0.9265
Epoch 36/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4492 - auc_1: 0.8712 - val_loss: 0.2801 - val_auc_1: 0.9271
Epoch 37/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4446 - auc_1: 0.8795 - val_loss: 0.2938 - val_auc_1: 0.9263
Epoch 38/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4283 - auc_1: 0.8849 - val_loss: 0.2988 - val_auc_1: 0.9257
Epoch 39/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4158 - auc_1: 0.8917 - val_loss: 0.2923 - val_auc_1: 0.9263
Epoch 40/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4347 - auc_1: 0.8820 - val_loss: 0.2910 - val_auc_1: 0.9277
Epoch 41/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4356 - auc_1: 0.8790 - val_loss: 0.2880 - val_auc_1: 0.9334
Epoch 42/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4273 - auc_1: 0.8866 - val_loss: 0.2922 - val_auc_1: 0.9262
Epoch 43/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4046 - auc_1: 0.8978 - val_loss: 0.3043 - val_auc_1: 0.9103
Epoch 44/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4102 - auc_1: 0.8942 - val_loss: 0.2999 - val_auc_1: 0.9100
Epoch 45/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4057 - auc_1: 0.9004 - val_loss: 0.3114 - val_auc_1: 0.9097
Epoch 46/50
25/25 [==============================] - 0s 18ms/step - loss: 0.3931 - auc_1: 0.9016 - val_loss: 0.2907 - val_auc_1: 0.9171
Epoch 47/50
25/25 [==============================] - 0s 18ms/step - loss: 0.3862 - auc_1: 0.9060 - val_loss: 0.3090 - val_auc_1: 0.9097
Epoch 48/50
25/25 [==============================] - 0s 18ms/step - loss: 0.4151 - auc_1: 0.8953 - val_loss: 0.2974 - val_auc_1: 0.9258
Epoch 49/50
25/25 [==============================] - 0s 18ms/step - loss: 0.3945 - auc_1: 0.9014 - val_loss: 0.3331 - val_auc_1: 0.9096
Epoch 50/50
25/25 [==============================] - 0s 18ms/step - loss: 0.3894 - auc_1: 0.9040 - val_loss: 0.3151 - val_auc_1: 0.9103