Epoch 1/100 ---------- lr: 0.001 train loss: 19.0514 val loss: 4.3757 Epoch 2/100 ---------- lr: 0.001 train loss: 4.8858 val loss: 3.3222 Epoch 3/100 ---------- lr: 0.001 train loss: 3.8710 val loss: 3.2986 Epoch 4/100 ---------- lr: 0.001 train loss: 3.3793 val loss: 2.4126 Epoch 5/100 ---------- lr: 0.001 train loss: 2.8827 val loss: 2.0034 Epoch 6/100 ---------- lr: 0.001 train loss: 2.6438 val loss: 2.0400 Epoch 7/100 ---------- lr: 0.001 train loss: 2.3858 val loss: 1.5420 Epoch 8/100 ---------- lr: 0.001 train loss: 2.1987 val loss: 1.7515 Epoch 9/100 ---------- lr: 0.001 train loss: 1.9951 val loss: 1.5610 Epoch 10/100 ---------- lr: 0.001 train loss: 2.1001 val loss: 1.3284 Epoch 11/100 ---------- lr: 0.001 train loss: 1.8377 val loss: 1.3565 Epoch 12/100 ---------- lr: 0.001 train loss: 1.6661 val loss: 1.1112 Epoch 13/100 ---------- lr: 0.001 train loss: 1.5101 val loss: 0.9337 Epoch 14/100 ---------- lr: 0.001 train loss: 1.5301 val loss: 1.1580 Epoch 15/100 ---------- lr: 0.001 train loss: 1.3967 val loss: 0.7970 Epoch 16/100 ---------- lr: 0.001 train loss: 1.5736 val loss: 1.2625 Epoch 17/100 ---------- lr: 0.001 train loss: 1.8538 val loss: 1.0412 Epoch 18/100 ---------- lr: 0.001 train loss: 1.3935 val loss: 0.7267 Epoch 19/100 ---------- lr: 0.001 train loss: 1.2158 val loss: 0.7046 Epoch 20/100 ---------- lr: 0.001 train loss: 1.1666 val loss: 0.6278 Epoch 21/100 ---------- lr: 0.001 train loss: 1.1414 val loss: 0.5590 Epoch 22/100 ---------- lr: 0.001 train loss: 1.1113 val loss: 0.7932 Epoch 23/100 ---------- lr: 0.001 train loss: 1.1499 val loss: 0.5257 Epoch 24/100 ---------- lr: 0.001 train loss: 1.0879 val loss: 0.5529 Epoch 25/100 ---------- lr: 0.001 train loss: 1.2916 val loss: 0.8049 Epoch 26/100 ---------- lr: 0.001 train loss: 1.0582 val loss: 0.5165 Epoch 27/100 ---------- lr: 0.001 train loss: 0.9908 val loss: 0.4920 Epoch 28/100 ---------- lr: 0.001 train loss: 1.3882 val loss: 0.6469 Epoch 29/100 ---------- lr: 0.001 train loss: 1.0550 val loss: 0.5090 Epoch 30/100 ---------- lr: 0.001 train loss: 0.9559 val loss: 0.4495 Epoch 31/100 ---------- lr: 0.001 train loss: 0.9715 val loss: 0.4035 Epoch 32/100 ---------- lr: 0.001 train loss: 0.9040 val loss: 0.4004 Epoch 33/100 ---------- lr: 0.001 train loss: 1.0644 val loss: 0.4757 Epoch 34/100 ---------- lr: 0.001 train loss: 1.0597 val loss: 0.6060 Epoch 35/100 ---------- lr: 0.001 train loss: 0.9670 val loss: 0.4053 Epoch 36/100 ---------- lr: 0.001 train loss: 0.8760 val loss: 0.3954 Epoch 37/100 ---------- lr: 0.001 train loss: 0.9038 val loss: 0.4294 Epoch 38/100 ---------- lr: 0.001 train loss: 0.9139 val loss: 0.6731 Epoch 39/100 ---------- lr: 0.001 train loss: 0.9650 val loss: 0.5445 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9533 val loss: 0.4178 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8358 val loss: 0.3261 Epoch 42/100 ---------- lr: 0.001 train loss: 0.8387 val loss: 0.3352 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8940 val loss: 0.3420 Epoch 44/100 ---------- lr: 0.001 train loss: 0.8545 val loss: 0.6655 Epoch 45/100 ---------- lr: 0.001 train loss: 1.1432 val loss: 0.4048 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8352 val loss: 0.3213 Epoch 47/100 ---------- lr: 0.001 train loss: 0.7879 val loss: 0.3050 Epoch 48/100 ---------- lr: 0.001 train loss: 0.7792 val loss: 0.3021 Epoch 49/100 ---------- lr: 0.001 train loss: 0.8337 val loss: 0.4648 Epoch 50/100 ---------- lr: 0.001 train loss: 0.8342 val loss: 0.3712 Epoch 51/100 ---------- lr: 0.001 train loss: 0.7903 val loss: 0.2783 Epoch 52/100 ---------- lr: 0.001 train loss: 0.7647 val loss: 0.2880 Epoch 53/100 ---------- lr: 0.001 train loss: 0.7776 val loss: 0.2937 Epoch 54/100 ---------- lr: 0.001 train loss: 0.7570 val loss: 0.2951 Epoch 55/100 ---------- lr: 0.001 train loss: 0.7733 val loss: 0.3068 Epoch 56/100 ---------- lr: 0.001 train loss: 0.7574 val loss: 0.2852 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7432 val loss: 0.2623 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7823 val loss: 0.4255 Epoch 59/100 ---------- lr: 0.001 train loss: 0.9272 val loss: 0.3322 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7714 val loss: 0.2608 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7122 val loss: 0.2449 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7051 val loss: 0.2414 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7109 val loss: 0.2432 Epoch 64/100 ---------- lr: 0.001 train loss: 0.8017 val loss: 0.4273 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7987 val loss: 0.2824 Epoch 66/100 ---------- lr: 0.001 train loss: 0.8446 val loss: 0.4464 Epoch 67/100 ---------- lr: 0.001 train loss: 0.7980 val loss: 0.2716 Epoch 68/100 ---------- lr: 0.001 train loss: 0.7159 val loss: 0.2340 Epoch 69/100 ---------- lr: 0.001 train loss: 0.6984 val loss: 0.2370 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6971 val loss: 0.2321 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6883 val loss: 0.2420 Epoch 72/100 ---------- lr: 0.001 train loss: 0.6903 val loss: 0.2339 Epoch 73/100 ---------- lr: 0.001 train loss: 0.7110 val loss: 0.3977 Epoch 74/100 ---------- lr: 0.001 train loss: 0.7108 val loss: 0.2728 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7644 val loss: 0.2668 Epoch 76/100 ---------- lr: 0.001 train loss: 0.7169 val loss: 0.2362 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6789 val loss: 0.2272 Epoch 78/100 ---------- lr: 0.001 train loss: 0.6745 val loss: 0.2555 Epoch 79/100 ---------- lr: 0.001 train loss: 0.7217 val loss: 0.4006 Epoch 80/100 ---------- lr: 0.001 train loss: 0.7706 val loss: 0.2450 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6833 val loss: 0.2107 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6635 val loss: 0.2193 Epoch 83/100 ---------- lr: 0.001 train loss: 0.6610 val loss: 0.2293 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6803 val loss: 0.2051 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6624 val loss: 0.2254 Epoch 86/100 ---------- lr: 0.001 train loss: 0.7060 val loss: 0.2330 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6857 val loss: 0.2307 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6860 val loss: 0.2069 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6553 val loss: 0.1944 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6805 val loss: 0.2012 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6525 val loss: 0.2117 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6570 val loss: 0.1976 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6474 val loss: 0.2787 Epoch 94/100 ---------- lr: 0.001 train loss: 0.7877 val loss: 0.2743 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6649 val loss: 0.2037 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6592 val loss: 0.2363 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6907 val loss: 0.2088 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6470 val loss: 0.1856 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6352 val loss: 0.1833 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6377 val loss: 0.1862 Training complete in 11m 39s Best val loss: 0.1833 at epoch 99 Val MSE at best epoch: 0.0752