Epoch 1/100 ---------- lr: 0.001 train loss: 22.3488 val loss: 6.3767 Epoch 2/100 ---------- lr: 0.001 train loss: 5.9100 val loss: 5.1159 Epoch 3/100 ---------- lr: 0.001 train loss: 4.7912 val loss: 3.7025 Epoch 4/100 ---------- lr: 0.001 train loss: 4.0964 val loss: 3.4553 Epoch 5/100 ---------- lr: 0.001 train loss: 3.5225 val loss: 2.9425 Epoch 6/100 ---------- lr: 0.001 train loss: 3.2148 val loss: 2.5664 Epoch 7/100 ---------- lr: 0.001 train loss: 2.8882 val loss: 2.6423 Epoch 8/100 ---------- lr: 0.001 train loss: 2.6917 val loss: 2.1802 Epoch 9/100 ---------- lr: 0.001 train loss: 2.6185 val loss: 2.0733 Epoch 10/100 ---------- lr: 0.001 train loss: 2.3768 val loss: 1.6522 Epoch 11/100 ---------- lr: 0.001 train loss: 2.0316 val loss: 1.7521 Epoch 12/100 ---------- lr: 0.001 train loss: 1.9423 val loss: 1.3612 Epoch 13/100 ---------- lr: 0.001 train loss: 2.1013 val loss: 1.8482 Epoch 14/100 ---------- lr: 0.001 train loss: 1.8417 val loss: 1.2348 Epoch 15/100 ---------- lr: 0.001 train loss: 1.5963 val loss: 1.4991 Epoch 16/100 ---------- lr: 0.001 train loss: 1.5509 val loss: 1.1110 Epoch 17/100 ---------- lr: 0.001 train loss: 1.4370 val loss: 0.9248 Epoch 18/100 ---------- lr: 0.001 train loss: 1.3358 val loss: 0.8806 Epoch 19/100 ---------- lr: 0.001 train loss: 1.3461 val loss: 0.8704 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3311 val loss: 0.8846 Epoch 21/100 ---------- lr: 0.001 train loss: 1.3049 val loss: 0.9139 Epoch 22/100 ---------- lr: 0.001 train loss: 1.4525 val loss: 0.8942 Epoch 23/100 ---------- lr: 0.001 train loss: 1.1405 val loss: 0.7859 Epoch 24/100 ---------- lr: 0.001 train loss: 1.1752 val loss: 0.8106 Epoch 25/100 ---------- lr: 0.001 train loss: 1.2092 val loss: 0.8131 Epoch 26/100 ---------- lr: 0.001 train loss: 1.0505 val loss: 0.6093 Epoch 27/100 ---------- lr: 0.001 train loss: 1.0022 val loss: 0.5550 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0305 val loss: 1.0117 Epoch 29/100 ---------- lr: 0.001 train loss: 1.1137 val loss: 0.6376 Epoch 30/100 ---------- lr: 0.001 train loss: 0.9968 val loss: 0.6082 Epoch 31/100 ---------- lr: 0.001 train loss: 0.9209 val loss: 0.5185 Epoch 32/100 ---------- lr: 0.001 train loss: 0.8956 val loss: 0.5473 Epoch 33/100 ---------- lr: 0.001 train loss: 1.0368 val loss: 0.7279 Epoch 34/100 ---------- lr: 0.001 train loss: 0.9245 val loss: 0.4657 Epoch 35/100 ---------- lr: 0.001 train loss: 0.8467 val loss: 0.4625 Epoch 36/100 ---------- lr: 0.001 train loss: 0.8822 val loss: 0.6518 Epoch 37/100 ---------- lr: 0.001 train loss: 0.9451 val loss: 0.5652 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8580 val loss: 0.5475 Epoch 39/100 ---------- lr: 0.001 train loss: 0.8324 val loss: 0.4364 Epoch 40/100 ---------- lr: 0.001 train loss: 0.8472 val loss: 0.4619 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8021 val loss: 0.4708 Epoch 42/100 ---------- lr: 0.001 train loss: 0.8145 val loss: 0.4054 Epoch 43/100 ---------- lr: 0.001 train loss: 0.7488 val loss: 0.3973 Epoch 44/100 ---------- lr: 0.001 train loss: 0.7774 val loss: 0.4782 Epoch 45/100 ---------- lr: 0.001 train loss: 0.8033 val loss: 0.3622 Epoch 46/100 ---------- lr: 0.001 train loss: 0.9673 val loss: 0.5455 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8044 val loss: 0.3695 Epoch 48/100 ---------- lr: 0.001 train loss: 0.7227 val loss: 0.3373 Epoch 49/100 ---------- lr: 0.001 train loss: 0.7160 val loss: 0.3350 Epoch 50/100 ---------- lr: 0.001 train loss: 0.7027 val loss: 0.3397 Epoch 51/100 ---------- lr: 0.001 train loss: 0.7086 val loss: 0.3469 Epoch 52/100 ---------- lr: 0.001 train loss: 0.7301 val loss: 0.4218 Epoch 53/100 ---------- lr: 0.001 train loss: 0.7133 val loss: 0.3690 Epoch 54/100 ---------- lr: 0.001 train loss: 0.7079 val loss: 0.3221 Epoch 55/100 ---------- lr: 0.001 train loss: 0.6924 val loss: 0.3737 Epoch 56/100 ---------- lr: 0.001 train loss: 0.6915 val loss: 0.3134 Epoch 57/100 ---------- lr: 0.001 train loss: 0.6717 val loss: 0.3256 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7362 val loss: 0.4250 Epoch 59/100 ---------- lr: 0.001 train loss: 0.6757 val loss: 0.3176 Epoch 60/100 ---------- lr: 0.001 train loss: 0.6486 val loss: 0.3027 Epoch 61/100 ---------- lr: 0.001 train loss: 0.6784 val loss: 0.3055 Epoch 62/100 ---------- lr: 0.001 train loss: 0.6532 val loss: 0.3189 Epoch 63/100 ---------- lr: 0.001 train loss: 0.6437 val loss: 0.2751 Epoch 64/100 ---------- lr: 0.001 train loss: 0.6462 val loss: 0.3408 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7914 val loss: 0.4094 Epoch 66/100 ---------- lr: 0.001 train loss: 0.7086 val loss: 0.2832 Epoch 67/100 ---------- lr: 0.001 train loss: 0.6272 val loss: 0.2665 Epoch 68/100 ---------- lr: 0.001 train loss: 0.6156 val loss: 0.2599 Epoch 69/100 ---------- lr: 0.001 train loss: 0.6184 val loss: 0.2621 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6171 val loss: 0.2855 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6193 val loss: 0.2834 Epoch 72/100 ---------- lr: 0.001 train loss: 0.6536 val loss: 0.2981 Epoch 73/100 ---------- lr: 0.001 train loss: 0.6254 val loss: 0.2672 Epoch 74/100 ---------- lr: 0.001 train loss: 0.6108 val loss: 0.2635 Epoch 75/100 ---------- lr: 0.001 train loss: 0.6046 val loss: 0.2884 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6222 val loss: 0.2779 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6361 val loss: 0.2604 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5940 val loss: 0.2520 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5961 val loss: 0.2575 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6081 val loss: 0.4090 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6691 val loss: 0.2644 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6017 val loss: 0.2359 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5987 val loss: 0.2313 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5748 val loss: 0.2499 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5788 val loss: 0.2347 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5899 val loss: 0.2473 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6042 val loss: 0.2604 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6010 val loss: 0.2486 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6859 val loss: 0.3276 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6555 val loss: 0.2656 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5782 val loss: 0.2284 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5630 val loss: 0.2237 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5602 val loss: 0.2151 Epoch 94/100 ---------- lr: 0.001 train loss: 0.5693 val loss: 0.2425 Epoch 95/100 ---------- lr: 0.001 train loss: 0.5630 val loss: 0.2060 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5579 val loss: 0.2486 Epoch 97/100 ---------- lr: 0.001 train loss: 0.5754 val loss: 0.2264 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5624 val loss: 0.2277 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5886 val loss: 0.2211 Epoch 100/100 ---------- lr: 0.001 train loss: 0.5653 val loss: 0.2272 Training complete in 10m 13s Best val loss: 0.2060 at epoch 95 Val MSE at best epoch: 0.0739