Epoch 1/50
56/56 [==============================] - 38s 685ms/step - loss: 163.1137 - l1_loss: 41.1027 - l2_loss: 121.5427 - l1_p: 0.0134 - l1_r: 0.0891 - l2_p: 0.0136 - l2_r: 0.0759 - val_loss: 227.1154 - val_l1_loss: 97.2710 - val_l2_loss: 129.3602 - val_l1_p: 0.0000e+00 - val_l1_r: 0.0000e+00 - val_l2_p: 0.0000e+00 - val_l2_r: 0.0000e+00
Epoch 2/50
56/56 [==============================] - 22s 395ms/step - loss: 63.8273 - l1_loss: 17.0869 - l2_loss: 46.2515 - l1_p: 0.2336 - l1_r: 0.4066 - l2_p: 0.2605 - l2_r: 0.4094 - val_loss: 82.4092 - val_l1_loss: 25.1992 - val_l2_loss: 56.7165 - val_l1_p: 0.0000e+00 - val_l1_r: 0.0000e+00 - val_l2_p: 0.6000 - val_l2_r: 0.0769
Epoch 3/50
56/56 [==============================] - 23s 415ms/step - loss: 44.8879 - l1_loss: 13.7737 - l2_loss: 30.6154 - l1_p: 0.2372 - l1_r: 0.6054 - l2_p: 0.2602 - l2_r: 0.6657 - val_loss: 47.2886 - val_l1_loss: 16.7143 - val_l2_loss: 30.0706 - val_l1_p: 0.4000 - val_l1_r: 0.2857 - val_l2_p: 0.4615 - val_l2_r: 0.6154
Epoch 4/50
56/56 [==============================] - 22s 386ms/step - loss: 37.0644 - l1_loss: 11.9276 - l2_loss: 24.6294 - l1_p: 0.2631 - l1_r: 0.7029 - l2_p: 0.2754 - l2_r: 0.7592 - val_loss: 37.1926 - val_l1_loss: 10.7884 - val_l2_loss: 25.8927 - val_l1_p: 0.3500 - val_l1_r: 0.5000 - val_l2_p: 0.4694 - val_l2_r: 0.5897
Epoch 5/50
56/56 [==============================] - 21s 380ms/step - loss: 32.2412 - l1_loss: 10.2656 - l2_loss: 21.4594 - l1_p: 0.2690 - l1_r: 0.7604 - l2_p: 0.3000 - l2_r: 0.8055 - val_loss: 29.4463 - val_l1_loss: 8.2483 - val_l2_loss: 20.6771 - val_l1_p: 0.3056 - val_l1_r: 0.7857 - val_l2_p: 0.3867 - val_l2_r: 0.7436
Epoch 6/50
56/56 [==============================] - 21s 379ms/step - loss: 27.8853 - l1_loss: 8.9314 - l2_loss: 18.4277 - l1_p: 0.2794 - l1_r: 0.7730 - l2_p: 0.3073 - l2_r: 0.8429 - val_loss: 27.6941 - val_l1_loss: 7.5192 - val_l2_loss: 19.6436 - val_l1_p: 0.2973 - val_l1_r: 0.7857 - val_l2_p: 0.4030 - val_l2_r: 0.6923
Epoch 7/50
56/56 [==============================] - 22s 391ms/step - loss: 26.2391 - l1_loss: 9.1443 - l2_loss: 16.5586 - l1_p: 0.2901 - l1_r: 0.7988 - l2_p: 0.3198 - l2_r: 0.8530 - val_loss: 24.1825 - val_l1_loss: 5.9695 - val_l2_loss: 17.6712 - val_l1_p: 0.2889 - val_l1_r: 0.9286 - val_l2_p: 0.4000 - val_l2_r: 0.7692
Epoch 8/50
56/56 [==============================] - 21s 379ms/step - loss: 23.6497 - l1_loss: 7.9061 - l2_loss: 15.1972 - l1_p: 0.2920 - l1_r: 0.8340 - l2_p: 0.3195 - l2_r: 0.8915 - val_loss: 23.5452 - val_l1_loss: 6.3651 - val_l2_loss: 16.6290 - val_l1_p: 0.2553 - val_l1_r: 0.8571 - val_l2_p: 0.4590 - val_l2_r: 0.7179
Epoch 9/50
56/56 [==============================] - 22s 391ms/step - loss: 22.4274 - l1_loss: 7.6752 - l2_loss: 14.1966 - l1_p: 0.3111 - l1_r: 0.8314 - l2_p: 0.3293 - l2_r: 0.8829 - val_loss: 21.2747 - val_l1_loss: 6.1037 - val_l2_loss: 14.6107 - val_l1_p: 0.3125 - val_l1_r: 0.7143 - val_l2_p: 0.3523 - val_l2_r: 0.7949
Epoch 10/50
56/56 [==============================] - 22s 384ms/step - loss: 21.0421 - l1_loss: 7.0907 - l2_loss: 13.3866 - l1_p: 0.3105 - l1_r: 0.8535 - l2_p: 0.3127 - l2_r: 0.8878 - val_loss: 19.0760 - val_l1_loss: 5.4334 - val_l2_loss: 13.0733 - val_l1_p: 0.2766 - val_l1_r: 0.9286 - val_l2_p: 0.3178 - val_l2_r: 0.8718
Epoch 11/50
56/56 [==============================] - 21s 379ms/step - loss: 18.8765 - l1_loss: 6.3714 - l2_loss: 11.9317 - l1_p: 0.3289 - l1_r: 0.8884 - l2_p: 0.3321 - l2_r: 0.9143 - val_loss: 16.7714 - val_l1_loss: 5.0156 - val_l2_loss: 11.1785 - val_l1_p: 0.3143 - val_l1_r: 0.7857 - val_l2_p: 0.3830 - val_l2_r: 0.9231
Epoch 12/50
56/56 [==============================] - 22s 386ms/step - loss: 18.5093 - l1_loss: 6.3045 - l2_loss: 11.6238 - l1_p: 0.3439 - l1_r: 0.8807 - l2_p: 0.3364 - l2_r: 0.9208 - val_loss: 22.8579 - val_l1_loss: 8.5021 - val_l2_loss: 13.7711 - val_l1_p: 0.5000 - val_l1_r: 0.6429 - val_l2_p: 0.4070 - val_l2_r: 0.8974
Epoch 13/50
56/56 [==============================] - 21s 368ms/step - loss: 18.3085 - l1_loss: 6.2403 - l2_loss: 11.4798 - l1_p: 0.3213 - l1_r: 0.8740 - l2_p: 0.3524 - l2_r: 0.9213 - val_loss: 15.9097 - val_l1_loss: 4.0661 - val_l2_loss: 11.2511 - val_l1_p: 0.3871 - val_l1_r: 0.8571 - val_l2_p: 0.4400 - val_l2_r: 0.8462
Epoch 14/50
56/56 [==============================] - 21s 376ms/step - loss: 16.3151 - l1_loss: 5.4304 - l2_loss: 10.2885 - l1_p: 0.3467 - l1_r: 0.9073 - l2_p: 0.3307 - l2_r: 0.9327 - val_loss: 15.7893 - val_l1_loss: 5.6483 - val_l2_loss: 9.5420 - val_l1_p: 0.2456 - val_l1_r: 1.0000 - val_l2_p: 0.3246 - val_l2_r: 0.9487
Epoch 15/50
56/56 [==============================] - 21s 373ms/step - loss: 15.6381 - l1_loss: 5.3386 - l2_loss: 9.6978 - l1_p: 0.3123 - l1_r: 0.9008 - l2_p: 0.3375 - l2_r: 0.9467 - val_loss: 17.1639 - val_l1_loss: 4.5448 - val_l2_loss: 12.0146 - val_l1_p: 0.2917 - val_l1_r: 1.0000 - val_l2_p: 0.4769 - val_l2_r: 0.7949
Epoch 16/50
56/56 [==============================] - 21s 375ms/step - loss: 16.8660 - l1_loss: 5.6422 - l2_loss: 10.6159 - l1_p: 0.3255 - l1_r: 0.8974 - l2_p: 0.3476 - l2_r: 0.9229 - val_loss: 14.9438 - val_l1_loss: 4.2018 - val_l2_loss: 10.1304 - val_l1_p: 0.6250 - val_l1_r: 0.7143 - val_l2_p: 0.3304 - val_l2_r: 0.9487
Epoch 17/50
56/56 [==============================] - 21s 381ms/step - loss: 15.8012 - l1_loss: 5.3784 - l2_loss: 9.8079 - l1_p: 0.3234 - l1_r: 0.8996 - l2_p: 0.3420 - l2_r: 0.9520 - val_loss: 17.3233 - val_l1_loss: 4.6801 - val_l2_loss: 12.0248 - val_l1_p: 0.2600 - val_l1_r: 0.9286 - val_l2_p: 0.3793 - val_l2_r: 0.8462
Epoch 18/50
56/56 [==============================] - 23s 405ms/step - loss: 14.8159 - l1_loss: 5.0887 - l2_loss: 9.1061 - l1_p: 0.3368 - l1_r: 0.9160 - l2_p: 0.3717 - l2_r: 0.9428 - val_loss: 14.5201 - val_l1_loss: 3.3389 - val_l2_loss: 10.5575 - val_l1_p: 0.2745 - val_l1_r: 1.0000 - val_l2_p: 0.3211 - val_l2_r: 0.8974
Epoch 19/50
56/56 [==============================] - 21s 379ms/step - loss: 14.8300 - l1_loss: 4.9950 - l2_loss: 9.2089 - l1_p: 0.3378 - l1_r: 0.9062 - l2_p: 0.3524 - l2_r: 0.9583 - val_loss: 12.6287 - val_l1_loss: 3.3842 - val_l2_loss: 8.6160 - val_l1_p: 0.2642 - val_l1_r: 1.0000 - val_l2_p: 0.4545 - val_l2_r: 0.8974
Epoch 20/50
56/56 [==============================] - 21s 373ms/step - loss: 13.6503 - l1_loss: 4.6426 - l2_loss: 8.3769 - l1_p: 0.3568 - l1_r: 0.9401 - l2_p: 0.3329 - l2_r: 0.9531 - val_loss: 13.3678 - val_l1_loss: 3.1911 - val_l2_loss: 9.5439 - val_l1_p: 0.3415 - val_l1_r: 1.0000 - val_l2_p: 0.3193 - val_l2_r: 0.9744
Epoch 21/50
56/56 [==============================] - 21s 373ms/step - loss: 14.1565 - l1_loss: 5.0967 - l2_loss: 8.4240 - l1_p: 0.3485 - l1_r: 0.9082 - l2_p: 0.3169 - l2_r: 0.9466 - val_loss: 11.7779 - val_l1_loss: 3.4538 - val_l2_loss: 7.6852 - val_l1_p: 0.3421 - val_l1_r: 0.9286 - val_l2_p: 0.3025 - val_l2_r: 0.9231
Epoch 22/50
56/56 [==============================] - 21s 376ms/step - loss: 14.0880 - l1_loss: 4.8276 - l2_loss: 8.6186 - l1_p: 0.3382 - l1_r: 0.9134 - l2_p: 0.3418 - l2_r: 0.9466 - val_loss: 13.3691 - val_l1_loss: 2.8066 - val_l2_loss: 9.9184 - val_l1_p: 0.3256 - val_l1_r: 1.0000 - val_l2_p: 0.3500 - val_l2_r: 0.8974
Epoch 23/50
56/56 [==============================] - 21s 373ms/step - loss: 14.1291 - l1_loss: 4.8273 - l2_loss: 8.6549 - l1_p: 0.3424 - l1_r: 0.9187 - l2_p: 0.3177 - l2_r: 0.9440 - val_loss: 11.0985 - val_l1_loss: 2.6838 - val_l2_loss: 7.7656 - val_l1_p: 0.3333 - val_l1_r: 1.0000 - val_l2_p: 0.3162 - val_l2_r: 0.9487
Epoch 24/50
56/56 [==============================] - 23s 412ms/step - loss: 13.1945 - l1_loss: 4.3289 - l2_loss: 8.2154 - l1_p: 0.3648 - l1_r: 0.9411 - l2_p: 0.3413 - l2_r: 0.9641 - val_loss: 10.7666 - val_l1_loss: 2.8833 - val_l2_loss: 7.2323 - val_l1_p: 0.3333 - val_l1_r: 0.9286 - val_l2_p: 0.3248 - val_l2_r: 0.9744
Epoch 25/50
56/56 [==============================] - 21s 371ms/step - loss: 12.2416 - l1_loss: 4.0572 - l2_loss: 7.5323 - l1_p: 0.3542 - l1_r: 0.9559 - l2_p: 0.3409 - l2_r: 0.9652 - val_loss: 10.1167 - val_l1_loss: 2.7512 - val_l2_loss: 6.7124 - val_l1_p: 0.2955 - val_l1_r: 0.9286 - val_l2_p: 0.3120 - val_l2_r: 1.0000
Epoch 26/50
56/56 [==============================] - 21s 373ms/step - loss: 12.0529 - l1_loss: 3.7558 - l2_loss: 7.6440 - l1_p: 0.3877 - l1_r: 0.9658 - l2_p: 0.3565 - l2_r: 0.9726 - val_loss: 12.8932 - val_l1_loss: 3.6800 - val_l2_loss: 8.5595 - val_l1_p: 0.3256 - val_l1_r: 1.0000 - val_l2_p: 0.3458 - val_l2_r: 0.9487
Epoch 27/50
56/56 [==============================] - 21s 372ms/step - loss: 12.7655 - l1_loss: 4.1706 - l2_loss: 7.9395 - l1_p: 0.3763 - l1_r: 0.9575 - l2_p: 0.3443 - l2_r: 0.9680 - val_loss: 14.3698 - val_l1_loss: 4.0659 - val_l2_loss: 9.6471 - val_l1_p: 0.4762 - val_l1_r: 0.7143 - val_l2_p: 0.3977 - val_l2_r: 0.8974
Epoch 28/50
56/56 [==============================] - 21s 374ms/step - loss: 12.2069 - l1_loss: 3.9533 - l2_loss: 7.5957 - l1_p: 0.3639 - l1_r: 0.9393 - l2_p: 0.3400 - l2_r: 0.9667 - val_loss: 11.7238 - val_l1_loss: 2.5668 - val_l2_loss: 8.4977 - val_l1_p: 0.3500 - val_l1_r: 1.0000 - val_l2_p: 0.3592 - val_l2_r: 0.9487
Epoch 29/50
56/56 [==============================] - 22s 389ms/step - loss: 12.6578 - l1_loss: 4.3156 - l2_loss: 7.6814 - l1_p: 0.3459 - l1_r: 0.9435 - l2_p: 0.3135 - l2_r: 0.9564 - val_loss: 14.1367 - val_l1_loss: 2.9370 - val_l2_loss: 10.5366 - val_l1_p: 0.2800 - val_l1_r: 1.0000 - val_l2_p: 0.3750 - val_l2_r: 0.9231
Epoch 30/50
56/56 [==============================] - 21s 367ms/step - loss: 13.0797 - l1_loss: 4.1827 - l2_loss: 8.2316 - l1_p: 0.3366 - l1_r: 0.9292 - l2_p: 0.3241 - l2_r: 0.9548 - val_loss: 11.2441 - val_l1_loss: 3.0847 - val_l2_loss: 7.4914 - val_l1_p: 0.4194 - val_l1_r: 0.9286 - val_l2_p: 0.2960 - val_l2_r: 0.9487
Epoch 31/50
56/56 [==============================] - 21s 374ms/step - loss: 12.6037 - l1_loss: 4.5763 - l2_loss: 7.3573 - l1_p: 0.3467 - l1_r: 0.9488 - l2_p: 0.3304 - l2_r: 0.9639 - val_loss: 11.7394 - val_l1_loss: 2.9086 - val_l2_loss: 8.1590 - val_l1_p: 0.2857 - val_l1_r: 1.0000 - val_l2_p: 0.2836 - val_l2_r: 0.9744
Epoch 32/50
56/56 [==============================] - 21s 374ms/step - loss: 12.6311 - l1_loss: 4.0621 - l2_loss: 7.8950 - l1_p: 0.3573 - l1_r: 0.9339 - l2_p: 0.3259 - l2_r: 0.9627 - val_loss: 11.9814 - val_l1_loss: 2.6093 - val_l2_loss: 8.6963 - val_l1_p: 0.3939 - val_l1_r: 0.9286 - val_l2_p: 0.2662 - val_l2_r: 0.9487
Epoch 33/50
56/56 [==============================] - 21s 372ms/step - loss: 11.8850 - l1_loss: 3.8696 - l2_loss: 7.3382 - l1_p: 0.3497 - l1_r: 0.9463 - l2_p: 0.3291 - l2_r: 0.9704 - val_loss: 12.1583 - val_l1_loss: 2.4221 - val_l2_loss: 9.0578 - val_l1_p: 0.3784 - val_l1_r: 1.0000 - val_l2_p: 0.3103 - val_l2_r: 0.9231
Epoch 34/50
56/56 [==============================] - 21s 371ms/step - loss: 11.9904 - l1_loss: 3.7041 - l2_loss: 7.6070 - l1_p: 0.3543 - l1_r: 0.9580 - l2_p: 0.3226 - l2_r: 0.9628 - val_loss: 12.4453 - val_l1_loss: 2.1504 - val_l2_loss: 9.6148 - val_l1_p: 0.3415 - val_l1_r: 1.0000 - val_l2_p: 0.3158 - val_l2_r: 0.9231
Epoch 35/50
56/56 [==============================] - 22s 387ms/step - loss: 11.4194 - l1_loss: 3.7522 - l2_loss: 6.9866 - l1_p: 0.3837 - l1_r: 0.9553 - l2_p: 0.3482 - l2_r: 0.9779 - val_loss: 10.5670 - val_l1_loss: 2.2449 - val_l2_loss: 7.6406 - val_l1_p: 0.3500 - val_l1_r: 1.0000 - val_l2_p: 0.4070 - val_l2_r: 0.8974
Epoch 36/50
56/56 [==============================] - 21s 380ms/step - loss: 11.4207 - l1_loss: 3.8792 - l2_loss: 6.8596 - l1_p: 0.3353 - l1_r: 0.9511 - l2_p: 0.3284 - l2_r: 0.9710 - val_loss: 11.9603 - val_l1_loss: 3.5446 - val_l2_loss: 7.7329 - val_l1_p: 0.2692 - val_l1_r: 1.0000 - val_l2_p: 0.3524 - val_l2_r: 0.9487
Epoch 37/50
56/56 [==============================] - 21s 379ms/step - loss: 11.6969 - l1_loss: 4.2457 - l2_loss: 6.7667 - l1_p: 0.3629 - l1_r: 0.9538 - l2_p: 0.3222 - l2_r: 0.9692 - val_loss: 11.8421 - val_l1_loss: 3.2305 - val_l2_loss: 7.9255 - val_l1_p: 0.4828 - val_l1_r: 1.0000 - val_l2_p: 0.4045 - val_l2_r: 0.9231
Epoch 38/50
56/56 [==============================] - 21s 371ms/step - loss: 11.5020 - l1_loss: 3.7771 - l2_loss: 7.0376 - l1_p: 0.3721 - l1_r: 0.9511 - l2_p: 0.3385 - l2_r: 0.9734 - val_loss: 13.2464 - val_l1_loss: 3.4401 - val_l2_loss: 9.1185 - val_l1_p: 0.2593 - val_l1_r: 1.0000 - val_l2_p: 0.2857 - val_l2_r: 0.9231
Epoch 39/50
56/56 [==============================] - 21s 375ms/step - loss: 11.3927 - l1_loss: 3.7786 - l2_loss: 6.9258 - l1_p: 0.3397 - l1_r: 0.9524 - l2_p: 0.3240 - l2_r: 0.9705 - val_loss: 12.8924 - val_l1_loss: 3.2601 - val_l2_loss: 8.9435 - val_l1_p: 0.3684 - val_l1_r: 1.0000 - val_l2_p: 0.3083 - val_l2_r: 0.9487
Epoch 40/50
56/56 [==============================] - 21s 379ms/step - loss: 11.4723 - l1_loss: 3.9437 - l2_loss: 6.8392 - l1_p: 0.3319 - l1_r: 0.9439 - l2_p: 0.3444 - l2_r: 0.9790 - val_loss: 13.5230 - val_l1_loss: 3.4311 - val_l2_loss: 9.4016 - val_l1_p: 0.5455 - val_l1_r: 0.8571 - val_l2_p: 0.3953 - val_l2_r: 0.8718
Epoch 41/50
56/56 [==============================] - 22s 389ms/step - loss: 11.1567 - l1_loss: 3.5307 - l2_loss: 6.9352 - l1_p: 0.3671 - l1_r: 0.9627 - l2_p: 0.3295 - l2_r: 0.9752 - val_loss: 12.3945 - val_l1_loss: 2.1887 - val_l2_loss: 9.5144 - val_l1_p: 0.3333 - val_l1_r: 0.9286 - val_l2_p: 0.3394 - val_l2_r: 0.9487
Epoch 42/50
56/56 [==============================] - 21s 370ms/step - loss: 11.1568 - l1_loss: 3.6746 - l2_loss: 6.7899 - l1_p: 0.3427 - l1_r: 0.9482 - l2_p: 0.3295 - l2_r: 0.9781 - val_loss: 12.1993 - val_l1_loss: 2.3899 - val_l2_loss: 9.1175 - val_l1_p: 0.3111 - val_l1_r: 1.0000 - val_l2_p: 0.3273 - val_l2_r: 0.9231
Epoch 43/50
56/56 [==============================] - 21s 374ms/step - loss: 10.3812 - l1_loss: 3.3952 - l2_loss: 6.2951 - l1_p: 0.3606 - l1_r: 0.9586 - l2_p: 0.3239 - l2_r: 0.9797 - val_loss: 11.1418 - val_l1_loss: 2.3633 - val_l2_loss: 8.0884 - val_l1_p: 0.3889 - val_l1_r: 1.0000 - val_l2_p: 0.3495 - val_l2_r: 0.9231
Epoch 44/50
56/56 [==============================] - 21s 373ms/step - loss: 10.9191 - l1_loss: 3.6133 - l2_loss: 6.6153 - l1_p: 0.3599 - l1_r: 0.9628 - l2_p: 0.3250 - l2_r: 0.9749 - val_loss: 11.8349 - val_l1_loss: 2.4280 - val_l2_loss: 8.7161 - val_l1_p: 0.2642 - val_l1_r: 1.0000 - val_l2_p: 0.3000 - val_l2_r: 0.9231
Epoch 45/50
56/56 [==============================] - 21s 369ms/step - loss: 11.0872 - l1_loss: 4.0167 - l2_loss: 6.3779 - l1_p: 0.3221 - l1_r: 0.9503 - l2_p: 0.2963 - l2_r: 0.9720 - val_loss: 13.0690 - val_l1_loss: 2.1774 - val_l2_loss: 10.1962 - val_l1_p: 0.4118 - val_l1_r: 1.0000 - val_l2_p: 0.3182 - val_l2_r: 0.8974
Epoch 46/50
56/56 [==============================] - 21s 377ms/step - loss: 11.0639 - l1_loss: 3.8295 - l2_loss: 6.5388 - l1_p: 0.3374 - l1_r: 0.9632 - l2_p: 0.3243 - l2_r: 0.9738 - val_loss: 13.0652 - val_l1_loss: 2.3555 - val_l2_loss: 10.0135 - val_l1_p: 0.2979 - val_l1_r: 1.0000 - val_l2_p: 0.3017 - val_l2_r: 0.8974
Epoch 47/50
56/56 [==============================] - 22s 386ms/step - loss: 11.4810 - l1_loss: 3.7711 - l2_loss: 7.0109 - l1_p: 0.3552 - l1_r: 0.9583 - l2_p: 0.3326 - l2_r: 0.9693 - val_loss: 12.2479 - val_l1_loss: 2.7113 - val_l2_loss: 8.8346 - val_l1_p: 0.3333 - val_l1_r: 1.0000 - val_l2_p: 0.3017 - val_l2_r: 0.8974
Epoch 48/50
56/56 [==============================] - 21s 369ms/step - loss: 11.2913 - l1_loss: 3.7620 - l2_loss: 6.8261 - l1_p: 0.3769 - l1_r: 0.9525 - l2_p: 0.3151 - l2_r: 0.9721 - val_loss: 12.9274 - val_l1_loss: 3.1073 - val_l2_loss: 9.1146 - val_l1_p: 0.3182 - val_l1_r: 1.0000 - val_l2_p: 0.2118 - val_l2_r: 0.9231
Epoch 49/50
56/56 [==============================] - 21s 376ms/step - loss: 10.9138 - l1_loss: 3.3715 - l2_loss: 6.8351 - l1_p: 0.3680 - l1_r: 0.9678 - l2_p: 0.2962 - l2_r: 0.9796 - val_loss: 11.8211 - val_l1_loss: 1.9662 - val_l2_loss: 9.1477 - val_l1_p: 0.3500 - val_l1_r: 1.0000 - val_l2_p: 0.3097 - val_l2_r: 0.8974
Epoch 50/50
56/56 [==============================] - 21s 369ms/step - loss: 10.8307 - l1_loss: 3.5590 - l2_loss: 6.5649 - l1_p: 0.3420 - l1_r: 0.9604 - l2_p: 0.3233 - l2_r: 0.9768 - val_loss: 10.9854 - val_l1_loss: 2.3572 - val_l2_loss: 7.9214 - val_l1_p: 0.3043 - val_l1_r: 1.0000 - val_l2_p: 0.2903 - val_l2_r: 0.9231
Epoch 1/30
56/56 [==============================] - 34s 609ms/step - loss: 10.5924 - l1_loss: 3.4479 - l2_loss: 6.4410 - l1_p: 0.3568 - l1_r: 0.9555 - l2_p: 0.3348 - l2_r: 0.9714 - val_loss: 10.3099 - val_l1_loss: 2.4480 - val_l2_loss: 7.1601 - val_l1_p: 0.2979 - val_l1_r: 1.0000 - val_l2_p: 0.3136 - val_l2_r: 0.9487
Epoch 2/30
56/56 [==============================] - 23s 402ms/step - loss: 9.9406 - l1_loss: 3.2175 - l2_loss: 6.0222 - l1_p: 0.3556 - l1_r: 0.9759 - l2_p: 0.3159 - l2_r: 0.9802 - val_loss: 10.7808 - val_l1_loss: 1.9033 - val_l2_loss: 8.1787 - val_l1_p: 0.3182 - val_l1_r: 1.0000 - val_l2_p: 0.2857 - val_l2_r: 0.9231
Epoch 3/30
56/56 [==============================] - 23s 402ms/step - loss: 10.0183 - l1_loss: 3.3462 - l2_loss: 5.9762 - l1_p: 0.3590 - l1_r: 0.9601 - l2_p: 0.3127 - l2_r: 0.9863 - val_loss: 10.8006 - val_l1_loss: 2.1304 - val_l2_loss: 7.9765 - val_l1_p: 0.3333 - val_l1_r: 1.0000 - val_l2_p: 0.3103 - val_l2_r: 0.9231
Epoch 4/30
56/56 [==============================] - 22s 387ms/step - loss: 9.7044 - l1_loss: 3.0011 - l2_loss: 6.0115 - l1_p: 0.3390 - l1_r: 0.9676 - l2_p: 0.3219 - l2_r: 0.9898 - val_loss: 10.1950 - val_l1_loss: 1.8382 - val_l2_loss: 7.6670 - val_l1_p: 0.3500 - val_l1_r: 1.0000 - val_l2_p: 0.2880 - val_l2_r: 0.9231
Epoch 5/30
56/56 [==============================] - 22s 394ms/step - loss: 10.3544 - l1_loss: 3.2471 - l2_loss: 6.4196 - l1_p: 0.3772 - l1_r: 0.9731 - l2_p: 0.3164 - l2_r: 0.9816 - val_loss: 10.8907 - val_l1_loss: 2.7833 - val_l2_loss: 7.4216 - val_l1_p: 0.4194 - val_l1_r: 0.9286 - val_l2_p: 0.2836 - val_l2_r: 0.9744
Epoch 6/30
56/56 [==============================] - 22s 391ms/step - loss: 9.7050 - l1_loss: 3.0762 - l2_loss: 5.9440 - l1_p: 0.3650 - l1_r: 0.9734 - l2_p: 0.3150 - l2_r: 0.9883 - val_loss: 9.9446 - val_l1_loss: 2.2060 - val_l2_loss: 7.0559 - val_l1_p: 0.3611 - val_l1_r: 0.9286 - val_l2_p: 0.3220 - val_l2_r: 0.9744
Epoch 7/30
56/56 [==============================] - 22s 394ms/step - loss: 9.9428 - l1_loss: 3.2183 - l2_loss: 6.0456 - l1_p: 0.3966 - l1_r: 0.9789 - l2_p: 0.3197 - l2_r: 0.9816 - val_loss: 10.1475 - val_l1_loss: 2.3955 - val_l2_loss: 7.0760 - val_l1_p: 0.2826 - val_l1_r: 0.9286 - val_l2_p: 0.3083 - val_l2_r: 0.9487
Epoch 8/30
56/56 [==============================] - 24s 434ms/step - loss: 9.7514 - l1_loss: 3.1319 - l2_loss: 5.9447 - l1_p: 0.3845 - l1_r: 0.9742 - l2_p: 0.3288 - l2_r: 0.9877 - val_loss: 13.0873 - val_l1_loss: 4.2382 - val_l2_loss: 8.1758 - val_l1_p: 0.4062 - val_l1_r: 0.9286 - val_l2_p: 0.3214 - val_l2_r: 0.9231
Epoch 9/30
56/56 [==============================] - 22s 395ms/step - loss: 9.4525 - l1_loss: 3.0350 - l2_loss: 5.7468 - l1_p: 0.3619 - l1_r: 0.9825 - l2_p: 0.3275 - l2_r: 0.9847 - val_loss: 11.2102 - val_l1_loss: 2.3810 - val_l2_loss: 8.1601 - val_l1_p: 0.5000 - val_l1_r: 0.9286 - val_l2_p: 0.3364 - val_l2_r: 0.9487
Epoch 10/30
56/56 [==============================] - 22s 393ms/step - loss: 9.7093 - l1_loss: 3.1110 - l2_loss: 5.9314 - l1_p: 0.3884 - l1_r: 0.9728 - l2_p: 0.3251 - l2_r: 0.9834 - val_loss: 10.1609 - val_l1_loss: 1.9683 - val_l2_loss: 7.5276 - val_l1_p: 0.4000 - val_l1_r: 1.0000 - val_l2_p: 0.3109 - val_l2_r: 0.9487
Epoch 11/30
56/56 [==============================] - 22s 386ms/step - loss: 9.5549 - l1_loss: 2.9682 - l2_loss: 5.9226 - l1_p: 0.3727 - l1_r: 0.9801 - l2_p: 0.3152 - l2_r: 0.9846 - val_loss: 9.1480 - val_l1_loss: 1.9452 - val_l2_loss: 6.5401 - val_l1_p: 0.3182 - val_l1_r: 1.0000 - val_l2_p: 0.3040 - val_l2_r: 0.9744
Epoch 12/30
56/56 [==============================] - 22s 386ms/step - loss: 10.0998 - l1_loss: 3.1189 - l2_loss: 6.3201 - l1_p: 0.3873 - l1_r: 0.9821 - l2_p: 0.3378 - l2_r: 0.9763 - val_loss: 10.4052 - val_l1_loss: 2.1236 - val_l2_loss: 7.6231 - val_l1_p: 0.3111 - val_l1_r: 1.0000 - val_l2_p: 0.2836 - val_l2_r: 0.9744
Epoch 13/30
56/56 [==============================] - 22s 392ms/step - loss: 9.6051 - l1_loss: 3.1786 - l2_loss: 5.7671 - l1_p: 0.3825 - l1_r: 0.9705 - l2_p: 0.3227 - l2_r: 0.9885 - val_loss: 9.5221 - val_l1_loss: 1.9608 - val_l2_loss: 6.9024 - val_l1_p: 0.3182 - val_l1_r: 1.0000 - val_l2_p: 0.3033 - val_l2_r: 0.9487
Epoch 14/30
56/56 [==============================] - 22s 385ms/step - loss: 9.6856 - l1_loss: 2.9670 - l2_loss: 6.0613 - l1_p: 0.3650 - l1_r: 0.9730 - l2_p: 0.2985 - l2_r: 0.9815 - val_loss: 9.8139 - val_l1_loss: 2.1414 - val_l2_loss: 7.0164 - val_l1_p: 0.3182 - val_l1_r: 1.0000 - val_l2_p: 0.2657 - val_l2_r: 0.9744
Epoch 15/30
56/56 [==============================] - 21s 377ms/step - loss: 9.5730 - l1_loss: 3.0126 - l2_loss: 5.9063 - l1_p: 0.3503 - l1_r: 0.9797 - l2_p: 0.2959 - l2_r: 0.9808 - val_loss: 10.7566 - val_l1_loss: 2.1239 - val_l2_loss: 7.9801 - val_l1_p: 0.2800 - val_l1_r: 1.0000 - val_l2_p: 0.2500 - val_l2_r: 0.9487
Epoch 16/30
56/56 [==============================] - 21s 383ms/step - loss: 9.5188 - l1_loss: 3.0631 - l2_loss: 5.8035 - l1_p: 0.3970 - l1_r: 0.9821 - l2_p: 0.3025 - l2_r: 0.9858 - val_loss: 10.3644 - val_l1_loss: 2.6448 - val_l2_loss: 7.0690 - val_l1_p: 0.2857 - val_l1_r: 1.0000 - val_l2_p: 0.3220 - val_l2_r: 0.9744
Epoch 17/30
56/56 [==============================] - 21s 382ms/step - loss: 9.7053 - l1_loss: 3.1794 - l2_loss: 5.8756 - l1_p: 0.3577 - l1_r: 0.9671 - l2_p: 0.2926 - l2_r: 0.9838 - val_loss: 8.6182 - val_l1_loss: 2.0541 - val_l2_loss: 5.9136 - val_l1_p: 0.3333 - val_l1_r: 1.0000 - val_l2_p: 0.2754 - val_l2_r: 0.9744
Epoch 18/30
56/56 [==============================] - 22s 385ms/step - loss: 9.1772 - l1_loss: 2.9164 - l2_loss: 5.6110 - l1_p: 0.3816 - l1_r: 0.9800 - l2_p: 0.3323 - l2_r: 0.9914 - val_loss: 10.0866 - val_l1_loss: 2.1907 - val_l2_loss: 7.2480 - val_l1_p: 0.3111 - val_l1_r: 1.0000 - val_l2_p: 0.3033 - val_l2_r: 0.9487
Epoch 19/30
56/56 [==============================] - 22s 392ms/step - loss: 9.3687 - l1_loss: 2.9150 - l2_loss: 5.8081 - l1_p: 0.3909 - l1_r: 0.9780 - l2_p: 0.3172 - l2_r: 0.9907 - val_loss: 10.1572 - val_l1_loss: 2.2740 - val_l2_loss: 7.2405 - val_l1_p: 0.2889 - val_l1_r: 0.9286 - val_l2_p: 0.2517 - val_l2_r: 0.9487
Epoch 20/30
56/56 [==============================] - 21s 376ms/step - loss: 8.9734 - l1_loss: 2.8385 - l2_loss: 5.4949 - l1_p: 0.3674 - l1_r: 0.9841 - l2_p: 0.2917 - l2_r: 0.9863 - val_loss: 10.4821 - val_l1_loss: 1.7548 - val_l2_loss: 8.0895 - val_l1_p: 0.3415 - val_l1_r: 1.0000 - val_l2_p: 0.2657 - val_l2_r: 0.9744
Epoch 21/30
56/56 [==============================] - 22s 384ms/step - loss: 9.3595 - l1_loss: 3.1417 - l2_loss: 5.5815 - l1_p: 0.3732 - l1_r: 0.9717 - l2_p: 0.2992 - l2_r: 0.9871 - val_loss: 8.8545 - val_l1_loss: 1.8362 - val_l2_loss: 6.3819 - val_l1_p: 0.3333 - val_l1_r: 1.0000 - val_l2_p: 0.2662 - val_l2_r: 0.9487
Epoch 22/30
56/56 [==============================] - 22s 395ms/step - loss: 9.1412 - l1_loss: 2.9349 - l2_loss: 5.5715 - l1_p: 0.3542 - l1_r: 0.9737 - l2_p: 0.3132 - l2_r: 0.9856 - val_loss: 9.1364 - val_l1_loss: 1.8400 - val_l2_loss: 6.6635 - val_l1_p: 0.3415 - val_l1_r: 1.0000 - val_l2_p: 0.2846 - val_l2_r: 0.9487
Epoch 23/30
56/56 [==============================] - 22s 389ms/step - loss: 9.1375 - l1_loss: 2.8498 - l2_loss: 5.6572 - l1_p: 0.3634 - l1_r: 0.9796 - l2_p: 0.3097 - l2_r: 0.9856 - val_loss: 10.2596 - val_l1_loss: 1.7287 - val_l2_loss: 7.9027 - val_l1_p: 0.4000 - val_l1_r: 1.0000 - val_l2_p: 0.2467 - val_l2_r: 0.9487
Epoch 24/30
56/56 [==============================] - 23s 403ms/step - loss: 9.5753 - l1_loss: 3.1998 - l2_loss: 5.7480 - l1_p: 0.3749 - l1_r: 0.9665 - l2_p: 0.3114 - l2_r: 0.9927 - val_loss: 10.2795 - val_l1_loss: 1.9600 - val_l2_loss: 7.6910 - val_l1_p: 0.3043 - val_l1_r: 1.0000 - val_l2_p: 0.3274 - val_l2_r: 0.9487
Epoch 25/30
56/56 [==============================] - 21s 373ms/step - loss: 9.1062 - l1_loss: 3.1225 - l2_loss: 5.3546 - l1_p: 0.3481 - l1_r: 0.9789 - l2_p: 0.3309 - l2_r: 0.9911 - val_loss: 10.4516 - val_l1_loss: 1.8601 - val_l2_loss: 7.9642 - val_l1_p: 0.4118 - val_l1_r: 1.0000 - val_l2_p: 0.3000 - val_l2_r: 0.9231
Epoch 26/30
56/56 [==============================] - 22s 388ms/step - loss: 9.7221 - l1_loss: 3.2112 - l2_loss: 5.8837 - l1_p: 0.3632 - l1_r: 0.9763 - l2_p: 0.3100 - l2_r: 0.9838 - val_loss: 10.0165 - val_l1_loss: 2.0935 - val_l2_loss: 7.2945 - val_l1_p: 0.3684 - val_l1_r: 1.0000 - val_l2_p: 0.2903 - val_l2_r: 0.9231
Epoch 27/30
56/56 [==============================] - 22s 384ms/step - loss: 8.9904 - l1_loss: 2.8559 - l2_loss: 5.5091 - l1_p: 0.3656 - l1_r: 0.9859 - l2_p: 0.3292 - l2_r: 0.9906 - val_loss: 9.7114 - val_l1_loss: 1.8769 - val_l2_loss: 7.2126 - val_l1_p: 0.3684 - val_l1_r: 1.0000 - val_l2_p: 0.3058 - val_l2_r: 0.9487
Epoch 28/30
56/56 [==============================] - 21s 380ms/step - loss: 8.8934 - l1_loss: 2.6982 - l2_loss: 5.5750 - l1_p: 0.3958 - l1_r: 0.9832 - l2_p: 0.3081 - l2_r: 0.9876 - val_loss: 9.2778 - val_l1_loss: 1.7940 - val_l2_loss: 6.8659 - val_l1_p: 0.3500 - val_l1_r: 1.0000 - val_l2_p: 0.2695 - val_l2_r: 0.9744
Epoch 29/30
56/56 [==============================] - 21s 382ms/step - loss: 8.7270 - l1_loss: 2.8393 - l2_loss: 5.2727 - l1_p: 0.3818 - l1_r: 0.9782 - l2_p: 0.3080 - l2_r: 0.9912 - val_loss: 10.9521 - val_l1_loss: 1.9954 - val_l2_loss: 8.3449 - val_l1_p: 0.2917 - val_l1_r: 1.0000 - val_l2_p: 0.3109 - val_l2_r: 0.9487
Epoch 30/30
56/56 [==============================] - 22s 393ms/step - loss: 9.1824 - l1_loss: 2.7703 - l2_loss: 5.8018 - l1_p: 0.3688 - l1_r: 0.9852 - l2_p: 0.2979 - l2_r: 0.9910 - val_loss: 9.9945 - val_l1_loss: 1.7327 - val_l2_loss: 7.6523 - val_l1_p: 0.3500 - val_l1_r: 1.0000 - val_l2_p: 0.3190 - val_l2_r: 0.9487
Epoch 1/20
56/56 [==============================] - 34s 599ms/step - loss: 8.4976 - l1_loss: 2.6873 - l2_loss: 5.2046 - l1_p: 0.4003 - l1_r: 0.9841 - l2_p: 0.3305 - l2_r: 0.9910 - val_loss: 10.6634 - val_l1_loss: 1.7196 - val_l2_loss: 8.3407 - val_l1_p: 0.3256 - val_l1_r: 1.0000 - val_l2_p: 0.2903 - val_l2_r: 0.9231
Epoch 2/20
56/56 [==============================] - 22s 400ms/step - loss: 8.3382 - l1_loss: 2.5860 - l2_loss: 5.1514 - l1_p: 0.3718 - l1_r: 0.9835 - l2_p: 0.3235 - l2_r: 0.9912 - val_loss: 9.7637 - val_l1_loss: 1.7168 - val_l2_loss: 7.4484 - val_l1_p: 0.2917 - val_l1_r: 1.0000 - val_l2_p: 0.3008 - val_l2_r: 0.9487
Epoch 3/20
56/56 [==============================] - 22s 398ms/step - loss: 8.3933 - l1_loss: 2.6231 - l2_loss: 5.1732 - l1_p: 0.3473 - l1_r: 0.9877 - l2_p: 0.3151 - l2_r: 0.9932 - val_loss: 10.3971 - val_l1_loss: 1.7102 - val_l2_loss: 8.0914 - val_l1_p: 0.3182 - val_l1_r: 1.0000 - val_l2_p: 0.2891 - val_l2_r: 0.9487
Epoch 4/20
56/56 [==============================] - 24s 420ms/step - loss: 8.5849 - l1_loss: 2.6634 - l2_loss: 5.3275 - l1_p: 0.3797 - l1_r: 0.9842 - l2_p: 0.3272 - l2_r: 0.9953 - val_loss: 10.3961 - val_l1_loss: 1.6929 - val_l2_loss: 8.1110 - val_l1_p: 0.3111 - val_l1_r: 1.0000 - val_l2_p: 0.2868 - val_l2_r: 0.9487
Epoch 5/20
56/56 [==============================] - 22s 395ms/step - loss: 8.5264 - l1_loss: 2.3774 - l2_loss: 5.5586 - l1_p: 0.3714 - l1_r: 0.9894 - l2_p: 0.3313 - l2_r: 0.9936 - val_loss: 10.2569 - val_l1_loss: 1.6975 - val_l2_loss: 7.9707 - val_l1_p: 0.3182 - val_l1_r: 1.0000 - val_l2_p: 0.2937 - val_l2_r: 0.9487
Epoch 6/20
56/56 [==============================] - 22s 389ms/step - loss: 8.1626 - l1_loss: 2.4441 - l2_loss: 5.1314 - l1_p: 0.3585 - l1_r: 0.9834 - l2_p: 0.3159 - l2_r: 0.9922 - val_loss: 10.5574 - val_l1_loss: 1.6985 - val_l2_loss: 8.2735 - val_l1_p: 0.3182 - val_l1_r: 1.0000 - val_l2_p: 0.3008 - val_l2_r: 0.9487
Epoch 7/20
56/56 [==============================] - 21s 376ms/step - loss: 8.2865 - l1_loss: 2.6056 - l2_loss: 5.0972 - l1_p: 0.3743 - l1_r: 0.9885 - l2_p: 0.3148 - l2_r: 0.9913 - val_loss: 10.2332 - val_l1_loss: 1.6836 - val_l2_loss: 7.9676 - val_l1_p: 0.3043 - val_l1_r: 1.0000 - val_l2_p: 0.2913 - val_l2_r: 0.9487
Epoch 8/20
56/56 [==============================] - 21s 377ms/step - loss: 8.1511 - l1_loss: 2.4161 - l2_loss: 5.1545 - l1_p: 0.3734 - l1_r: 0.9960 - l2_p: 0.3207 - l2_r: 0.9972 - val_loss: 10.8696 - val_l1_loss: 1.7044 - val_l2_loss: 8.5864 - val_l1_p: 0.3111 - val_l1_r: 1.0000 - val_l2_p: 0.2960 - val_l2_r: 0.9487
Epoch 9/20
56/56 [==============================] - 22s 385ms/step - loss: 8.3470 - l1_loss: 2.5968 - l2_loss: 5.1733 - l1_p: 0.3745 - l1_r: 0.9961 - l2_p: 0.3101 - l2_r: 0.9894 - val_loss: 10.4199 - val_l1_loss: 1.6821 - val_l2_loss: 8.1624 - val_l1_p: 0.3182 - val_l1_r: 1.0000 - val_l2_p: 0.2868 - val_l2_r: 0.9487
Epoch 10/20
56/56 [==============================] - 21s 382ms/step - loss: 8.1256 - l1_loss: 2.4654 - l2_loss: 5.0865 - l1_p: 0.3767 - l1_r: 0.9961 - l2_p: 0.3284 - l2_r: 0.9971 - val_loss: 11.1352 - val_l1_loss: 1.7037 - val_l2_loss: 8.8595 - val_l1_p: 0.3182 - val_l1_r: 1.0000 - val_l2_p: 0.3008 - val_l2_r: 0.9487
Epoch 11/20
56/56 [==============================] - 22s 387ms/step - loss: 8.1864 - l1_loss: 2.5363 - l2_loss: 5.0798 - l1_p: 0.3648 - l1_r: 0.9862 - l2_p: 0.3138 - l2_r: 0.9913 - val_loss: 10.5379 - val_l1_loss: 1.7108 - val_l2_loss: 8.2585 - val_l1_p: 0.2917 - val_l1_r: 1.0000 - val_l2_p: 0.2937 - val_l2_r: 0.9487
Epoch 12/20
56/56 [==============================] - 22s 389ms/step - loss: 8.2493 - l1_loss: 2.5209 - l2_loss: 5.1611 - l1_p: 0.3876 - l1_r: 0.9960 - l2_p: 0.3217 - l2_r: 0.9953 - val_loss: 10.9512 - val_l1_loss: 1.6847 - val_l2_loss: 8.7006 - val_l1_p: 0.3182 - val_l1_r: 1.0000 - val_l2_p: 0.2984 - val_l2_r: 0.9487
Epoch 13/20
56/56 [==============================] - 21s 380ms/step - loss: 8.1796 - l1_loss: 2.4604 - l2_loss: 5.1549 - l1_p: 0.3847 - l1_r: 0.9920 - l2_p: 0.3270 - l2_r: 0.9934 - val_loss: 10.6057 - val_l1_loss: 1.6800 - val_l2_loss: 8.3632 - val_l1_p: 0.3111 - val_l1_r: 1.0000 - val_l2_p: 0.3008 - val_l2_r: 0.9487
Epoch 14/20
56/56 [==============================] - 21s 376ms/step - loss: 8.2027 - l1_loss: 2.4714 - l2_loss: 5.1703 - l1_p: 0.3768 - l1_r: 0.9939 - l2_p: 0.3135 - l2_r: 0.9944 - val_loss: 9.4722 - val_l1_loss: 1.6656 - val_l2_loss: 7.2471 - val_l1_p: 0.3415 - val_l1_r: 1.0000 - val_l2_p: 0.2662 - val_l2_r: 0.9487
Epoch 15/20
56/56 [==============================] - 21s 383ms/step - loss: 8.0611 - l1_loss: 2.4119 - l2_loss: 5.0912 - l1_p: 0.3624 - l1_r: 0.9857 - l2_p: 0.3125 - l2_r: 0.9962 - val_loss: 10.3392 - val_l1_loss: 1.6695 - val_l2_loss: 8.1132 - val_l1_p: 0.3182 - val_l1_r: 1.0000 - val_l2_p: 0.2803 - val_l2_r: 0.9487
Epoch 16/20
56/56 [==============================] - 22s 398ms/step - loss: 8.1103 - l1_loss: 2.4438 - l2_loss: 5.1115 - l1_p: 0.3997 - l1_r: 0.9961 - l2_p: 0.3347 - l2_r: 0.9981 - val_loss: 10.2448 - val_l1_loss: 1.6609 - val_l2_loss: 8.0304 - val_l1_p: 0.3043 - val_l1_r: 1.0000 - val_l2_p: 0.2984 - val_l2_r: 0.9487
Epoch 17/20
56/56 [==============================] - 21s 381ms/step - loss: 8.2196 - l1_loss: 2.6089 - l2_loss: 5.0587 - l1_p: 0.3893 - l1_r: 0.9885 - l2_p: 0.3427 - l2_r: 0.9981 - val_loss: 9.9123 - val_l1_loss: 1.6807 - val_l2_loss: 7.6812 - val_l1_p: 0.3256 - val_l1_r: 1.0000 - val_l2_p: 0.3058 - val_l2_r: 0.9487
Epoch 18/20
56/56 [==============================] - 22s 392ms/step - loss: 8.2557 - l1_loss: 2.5169 - l2_loss: 5.1896 - l1_p: 0.3692 - l1_r: 0.9859 - l2_p: 0.3383 - l2_r: 0.9952 - val_loss: 10.1146 - val_l1_loss: 1.6615 - val_l2_loss: 7.9053 - val_l1_p: 0.3500 - val_l1_r: 1.0000 - val_l2_p: 0.2937 - val_l2_r: 0.9487
Epoch 19/20
56/56 [==============================] - 21s 378ms/step - loss: 8.2030 - l1_loss: 2.5050 - l2_loss: 5.1515 - l1_p: 0.4032 - l1_r: 0.9961 - l2_p: 0.3246 - l2_r: 0.9953 - val_loss: 10.3783 - val_l1_loss: 1.6741 - val_l2_loss: 8.1592 - val_l1_p: 0.3500 - val_l1_r: 1.0000 - val_l2_p: 0.2984 - val_l2_r: 0.9487
Epoch 20/20
56/56 [==============================] - 21s 371ms/step - loss: 7.8103 - l1_loss: 2.4066 - l2_loss: 4.8603 - l1_p: 0.3902 - l1_r: 0.9960 - l2_p: 0.3257 - l2_r: 0.9990 - val_loss: 10.5615 - val_l1_loss: 1.7025 - val_l2_loss: 8.3170 - val_l1_p: 0.3415 - val_l1_r: 1.0000 - val_l2_p: 0.2960 - val_l2_r: 0.9487