Epoch 1/100 ---------- lr: 0.001 train loss: 16.2028 val loss: 4.1110 Epoch 2/100 ---------- lr: 0.001 train loss: 4.6397 val loss: 3.3174 Epoch 3/100 ---------- lr: 0.001 train loss: 3.8652 val loss: 2.5421 Epoch 4/100 ---------- lr: 0.001 train loss: 3.5923 val loss: 2.5433 Epoch 5/100 ---------- lr: 0.001 train loss: 3.0410 val loss: 2.0457 Epoch 6/100 ---------- lr: 0.001 train loss: 2.8832 val loss: 2.1823 Epoch 7/100 ---------- lr: 0.001 train loss: 2.6868 val loss: 1.9839 Epoch 8/100 ---------- lr: 0.001 train loss: 2.6969 val loss: 1.6243 Epoch 9/100 ---------- lr: 0.001 train loss: 2.4683 val loss: 1.4508 Epoch 10/100 ---------- lr: 0.001 train loss: 2.2942 val loss: 1.5066 Epoch 11/100 ---------- lr: 0.001 train loss: 2.3398 val loss: 1.2936 Epoch 12/100 ---------- lr: 0.001 train loss: 2.1106 val loss: 1.2259 Epoch 13/100 ---------- lr: 0.001 train loss: 2.0172 val loss: 1.1320 Epoch 14/100 ---------- lr: 0.001 train loss: 1.9911 val loss: 1.1538 Epoch 15/100 ---------- lr: 0.001 train loss: 1.9541 val loss: 1.0073 Epoch 16/100 ---------- lr: 0.001 train loss: 1.8498 val loss: 0.9416 Epoch 17/100 ---------- lr: 0.001 train loss: 1.8009 val loss: 1.1029 Epoch 18/100 ---------- lr: 0.001 train loss: 1.6773 val loss: 0.8346 Epoch 19/100 ---------- lr: 0.001 train loss: 1.7066 val loss: 0.8208 Epoch 20/100 ---------- lr: 0.001 train loss: 1.6092 val loss: 0.7707 Epoch 21/100 ---------- lr: 0.001 train loss: 1.7299 val loss: 0.9738 Epoch 22/100 ---------- lr: 0.001 train loss: 1.6316 val loss: 0.7100 Epoch 23/100 ---------- lr: 0.001 train loss: 1.4682 val loss: 0.6386 Epoch 24/100 ---------- lr: 0.001 train loss: 1.4412 val loss: 0.8943 Epoch 25/100 ---------- lr: 0.001 train loss: 1.6754 val loss: 0.6526 Epoch 26/100 ---------- lr: 0.001 train loss: 1.3942 val loss: 0.5994 Epoch 27/100 ---------- lr: 0.001 train loss: 1.3903 val loss: 0.6162 Epoch 28/100 ---------- lr: 0.001 train loss: 1.3330 val loss: 0.5873 Epoch 29/100 ---------- lr: 0.001 train loss: 1.3766 val loss: 0.5558 Epoch 30/100 ---------- lr: 0.001 train loss: 1.3479 val loss: 0.7312 Epoch 31/100 ---------- lr: 0.001 train loss: 1.3926 val loss: 0.5115 Epoch 32/100 ---------- lr: 0.001 train loss: 1.2958 val loss: 0.5103 Epoch 33/100 ---------- lr: 0.001 train loss: 1.2580 val loss: 0.4877 Epoch 34/100 ---------- lr: 0.001 train loss: 1.2420 val loss: 0.4671 Epoch 35/100 ---------- lr: 0.001 train loss: 1.3241 val loss: 0.5674 Epoch 36/100 ---------- lr: 0.001 train loss: 1.2681 val loss: 0.4694 Epoch 37/100 ---------- lr: 0.001 train loss: 1.2214 val loss: 0.4800 Epoch 38/100 ---------- lr: 0.001 train loss: 1.1931 val loss: 0.5268 Epoch 39/100 ---------- lr: 0.001 train loss: 1.5770 val loss: 0.5162 Epoch 40/100 ---------- lr: 0.001 train loss: 1.2055 val loss: 0.4359 Epoch 41/100 ---------- lr: 0.001 train loss: 1.1633 val loss: 0.4327 Epoch 42/100 ---------- lr: 0.001 train loss: 1.1304 val loss: 0.4085 Epoch 43/100 ---------- lr: 0.001 train loss: 1.1356 val loss: 1.0300 Epoch 44/100 ---------- lr: 0.001 train loss: 1.2137 val loss: 0.4846 Epoch 45/100 ---------- lr: 0.001 train loss: 1.1151 val loss: 0.3831 Epoch 46/100 ---------- lr: 0.001 train loss: 1.1155 val loss: 0.4206 Epoch 47/100 ---------- lr: 0.001 train loss: 1.1205 val loss: 0.3915 Epoch 48/100 ---------- lr: 0.001 train loss: 1.0786 val loss: 0.3413 Epoch 49/100 ---------- lr: 0.001 train loss: 1.1070 val loss: 0.4186 Epoch 50/100 ---------- lr: 0.001 train loss: 1.1650 val loss: 0.3616 Epoch 51/100 ---------- lr: 0.001 train loss: 1.0693 val loss: 0.3501 Epoch 52/100 ---------- lr: 0.001 train loss: 1.0624 val loss: 0.3535 Epoch 53/100 ---------- lr: 0.001 train loss: 1.1376 val loss: 0.3361 Epoch 54/100 ---------- lr: 0.001 train loss: 1.0447 val loss: 0.3193 Epoch 55/100 ---------- lr: 0.001 train loss: 1.0622 val loss: 0.3320 Epoch 56/100 ---------- lr: 0.001 train loss: 1.0438 val loss: 0.3017 Epoch 57/100 ---------- lr: 0.001 train loss: 1.0464 val loss: 0.3159 Epoch 58/100 ---------- lr: 0.001 train loss: 1.0558 val loss: 0.3261 Epoch 59/100 ---------- lr: 0.001 train loss: 1.0869 val loss: 0.3501 Epoch 60/100 ---------- lr: 0.001 train loss: 1.0534 val loss: 0.2930 Epoch 61/100 ---------- lr: 0.001 train loss: 1.0204 val loss: 0.2869 Epoch 62/100 ---------- lr: 0.001 train loss: 1.0563 val loss: 0.3070 Epoch 63/100 ---------- lr: 0.001 train loss: 1.0204 val loss: 0.3238 Epoch 64/100 ---------- lr: 0.001 train loss: 1.1816 val loss: 0.5984 Epoch 65/100 ---------- lr: 0.001 train loss: 1.1214 val loss: 0.3397 Epoch 66/100 ---------- lr: 0.001 train loss: 1.0928 val loss: 0.2952 Epoch 67/100 ---------- lr: 0.001 train loss: 0.9934 val loss: 0.3512 Epoch 68/100 ---------- lr: 0.001 train loss: 0.9921 val loss: 0.2500 Epoch 69/100 ---------- lr: 0.001 train loss: 0.9706 val loss: 0.2546 Epoch 70/100 ---------- lr: 0.001 train loss: 0.9713 val loss: 0.4504 Epoch 71/100 ---------- lr: 0.001 train loss: 1.2690 val loss: 0.3788 Epoch 72/100 ---------- lr: 0.001 train loss: 1.0093 val loss: 0.2747 Epoch 73/100 ---------- lr: 0.001 train loss: 0.9751 val loss: 0.2503 Epoch 74/100 ---------- lr: 0.001 train loss: 0.9625 val loss: 0.2497 Epoch 75/100 ---------- lr: 0.001 train loss: 0.9613 val loss: 0.2406 Epoch 76/100 ---------- lr: 0.001 train loss: 0.9766 val loss: 0.2502 Epoch 77/100 ---------- lr: 0.001 train loss: 0.9649 val loss: 0.2450 Epoch 78/100 ---------- lr: 0.001 train loss: 1.0033 val loss: 0.3168 Epoch 79/100 ---------- lr: 0.001 train loss: 0.9769 val loss: 0.2432 Epoch 80/100 ---------- lr: 0.001 train loss: 0.9922 val loss: 0.3605 Epoch 81/100 ---------- lr: 0.001 train loss: 1.0442 val loss: 0.2533 Epoch 82/100 ---------- lr: 0.001 train loss: 0.9506 val loss: 0.2254 Epoch 83/100 ---------- lr: 0.001 train loss: 0.9387 val loss: 0.2385 Epoch 84/100 ---------- lr: 0.001 train loss: 0.9405 val loss: 0.2490 Epoch 85/100 ---------- lr: 0.001 train loss: 1.1385 val loss: 0.3237 Epoch 86/100 ---------- lr: 0.001 train loss: 0.9883 val loss: 0.2460 Epoch 87/100 ---------- lr: 0.001 train loss: 0.9474 val loss: 0.2310 Epoch 88/100 ---------- lr: 0.001 train loss: 0.9467 val loss: 0.2246 Epoch 89/100 ---------- lr: 0.001 train loss: 0.9329 val loss: 0.2203 Epoch 90/100 ---------- lr: 0.001 train loss: 0.9559 val loss: 0.2298 Epoch 91/100 ---------- lr: 0.001 train loss: 0.9322 val loss: 0.2297 Epoch 92/100 ---------- lr: 0.001 train loss: 0.9303 val loss: 0.2205 Epoch 93/100 ---------- lr: 0.001 train loss: 0.9291 val loss: 0.2201 Epoch 94/100 ---------- lr: 0.001 train loss: 0.9224 val loss: 0.2138 Epoch 95/100 ---------- lr: 0.001 train loss: 0.9480 val loss: 0.2805 Epoch 96/100 ---------- lr: 0.001 train loss: 0.9526 val loss: 0.2188 Epoch 97/100 ---------- lr: 0.001 train loss: 0.9259 val loss: 0.2448 Epoch 98/100 ---------- lr: 0.001 train loss: 0.9274 val loss: 0.2109 Epoch 99/100 ---------- lr: 0.001 train loss: 0.9913 val loss: 0.3366 Epoch 100/100 ---------- lr: 0.001 train loss: 0.9580 val loss: 0.2201 Training complete in 16m 2s Best val loss: 0.2109 at epoch 98 Val MSE at best epoch: 0.0893