Epoch 1/100 ---------- lr: 0.001 train loss: 22.8229 val loss: 6.0733 Epoch 2/100 ---------- lr: 0.001 train loss: 5.5367 val loss: 4.5475 Epoch 3/100 ---------- lr: 0.001 train loss: 4.6348 val loss: 3.9169 Epoch 4/100 ---------- lr: 0.001 train loss: 4.3128 val loss: 2.8645 Epoch 5/100 ---------- lr: 0.001 train loss: 3.5302 val loss: 3.7931 Epoch 6/100 ---------- lr: 0.001 train loss: 3.4325 val loss: 2.5165 Epoch 7/100 ---------- lr: 0.001 train loss: 2.8035 val loss: 2.3594 Epoch 8/100 ---------- lr: 0.001 train loss: 2.7578 val loss: 1.8529 Epoch 9/100 ---------- lr: 0.001 train loss: 2.3310 val loss: 1.6243 Epoch 10/100 ---------- lr: 0.001 train loss: 2.2193 val loss: 1.6383 Epoch 11/100 ---------- lr: 0.001 train loss: 1.9974 val loss: 1.6001 Epoch 12/100 ---------- lr: 0.001 train loss: 2.2271 val loss: 1.4523 Epoch 13/100 ---------- lr: 0.001 train loss: 1.8311 val loss: 1.1828 Epoch 14/100 ---------- lr: 0.001 train loss: 2.2084 val loss: 1.5103 Epoch 15/100 ---------- lr: 0.001 train loss: 1.7744 val loss: 1.0235 Epoch 16/100 ---------- lr: 0.001 train loss: 1.5185 val loss: 0.9286 Epoch 17/100 ---------- lr: 0.001 train loss: 1.4242 val loss: 1.0504 Epoch 18/100 ---------- lr: 0.001 train loss: 1.4629 val loss: 0.8642 Epoch 19/100 ---------- lr: 0.001 train loss: 1.2683 val loss: 0.7451 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3012 val loss: 0.9017 Epoch 21/100 ---------- lr: 0.001 train loss: 1.1694 val loss: 0.7354 Epoch 22/100 ---------- lr: 0.001 train loss: 1.1169 val loss: 0.6519 Epoch 23/100 ---------- lr: 0.001 train loss: 1.6772 val loss: 1.6454 Epoch 24/100 ---------- lr: 0.001 train loss: 1.7531 val loss: 0.8801 Epoch 25/100 ---------- lr: 0.001 train loss: 1.1789 val loss: 0.6652 Epoch 26/100 ---------- lr: 0.001 train loss: 1.0476 val loss: 0.5445 Epoch 27/100 ---------- lr: 0.001 train loss: 0.9658 val loss: 0.5506 Epoch 28/100 ---------- lr: 0.001 train loss: 0.9599 val loss: 0.5170 Epoch 29/100 ---------- lr: 0.001 train loss: 0.9197 val loss: 0.4693 Epoch 30/100 ---------- lr: 0.001 train loss: 0.9054 val loss: 0.4832 Epoch 31/100 ---------- lr: 0.001 train loss: 0.8759 val loss: 0.4821 Epoch 32/100 ---------- lr: 0.001 train loss: 1.3794 val loss: 0.8069 Epoch 33/100 ---------- lr: 0.001 train loss: 1.0392 val loss: 0.5154 Epoch 34/100 ---------- lr: 0.001 train loss: 0.8538 val loss: 0.4126 Epoch 35/100 ---------- lr: 0.001 train loss: 0.8083 val loss: 0.3941 Epoch 36/100 ---------- lr: 0.001 train loss: 0.8074 val loss: 0.5270 Epoch 37/100 ---------- lr: 0.001 train loss: 0.7821 val loss: 0.3851 Epoch 38/100 ---------- lr: 0.001 train loss: 0.9353 val loss: 0.4888 Epoch 39/100 ---------- lr: 0.001 train loss: 1.0222 val loss: 0.7553 Epoch 40/100 ---------- lr: 0.001 train loss: 0.8125 val loss: 0.3643 Epoch 41/100 ---------- lr: 0.001 train loss: 0.7403 val loss: 0.3298 Epoch 42/100 ---------- lr: 0.001 train loss: 0.7122 val loss: 0.3268 Epoch 43/100 ---------- lr: 0.001 train loss: 0.7799 val loss: 0.9964 Epoch 44/100 ---------- lr: 0.001 train loss: 0.9164 val loss: 0.5420 Epoch 45/100 ---------- lr: 0.001 train loss: 0.7856 val loss: 0.3245 Epoch 46/100 ---------- lr: 0.001 train loss: 0.6948 val loss: 0.3350 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6792 val loss: 0.2985 Epoch 48/100 ---------- lr: 0.001 train loss: 0.6816 val loss: 0.4553 Epoch 49/100 ---------- lr: 0.001 train loss: 0.7862 val loss: 0.4036 Epoch 50/100 ---------- lr: 0.001 train loss: 0.6929 val loss: 0.2911 Epoch 51/100 ---------- lr: 0.001 train loss: 0.6903 val loss: 0.4392 Epoch 52/100 ---------- lr: 0.001 train loss: 0.9656 val loss: 0.7664 Epoch 53/100 ---------- lr: 0.001 train loss: 0.8313 val loss: 0.3071 Epoch 54/100 ---------- lr: 0.001 train loss: 0.6505 val loss: 0.2647 Epoch 55/100 ---------- lr: 0.001 train loss: 0.6582 val loss: 0.3005 Epoch 56/100 ---------- lr: 0.001 train loss: 0.6288 val loss: 0.2577 Epoch 57/100 ---------- lr: 0.001 train loss: 0.6277 val loss: 0.2426 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6144 val loss: 0.2423 Epoch 59/100 ---------- lr: 0.001 train loss: 0.8197 val loss: 0.4764 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7762 val loss: 0.4020 Epoch 61/100 ---------- lr: 0.001 train loss: 0.6293 val loss: 0.2430 Epoch 62/100 ---------- lr: 0.001 train loss: 0.6038 val loss: 0.2587 Epoch 63/100 ---------- lr: 0.001 train loss: 0.6030 val loss: 0.2195 Epoch 64/100 ---------- lr: 0.001 train loss: 0.6009 val loss: 0.2722 Epoch 65/100 ---------- lr: 0.001 train loss: 0.6426 val loss: 0.3004 Epoch 66/100 ---------- lr: 0.001 train loss: 0.7992 val loss: 0.2982 Epoch 67/100 ---------- lr: 0.001 train loss: 0.6308 val loss: 0.2410 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5874 val loss: 0.2320 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5845 val loss: 0.2410 Epoch 70/100 ---------- lr: 0.001 train loss: 0.5850 val loss: 0.2228 Epoch 71/100 ---------- lr: 0.001 train loss: 0.5864 val loss: 0.2103 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5922 val loss: 0.6553 Epoch 73/100 ---------- lr: 0.001 train loss: 1.0341 val loss: 0.6700 Epoch 74/100 ---------- lr: 0.001 train loss: 0.7944 val loss: 0.3474 Epoch 75/100 ---------- lr: 0.001 train loss: 0.6361 val loss: 0.2435 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5920 val loss: 0.2203 Epoch 77/100 ---------- lr: 0.001 train loss: 0.5725 val loss: 0.2115 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5670 val loss: 0.2004 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5622 val loss: 0.2050 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5647 val loss: 0.2080 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5592 val loss: 0.2154 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5930 val loss: 0.2117 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5801 val loss: 0.2806 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5669 val loss: 0.2069 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5579 val loss: 0.1969 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5667 val loss: 0.2222 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5751 val loss: 0.2087 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6017 val loss: 0.2560 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6160 val loss: 0.2105 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5484 val loss: 0.2044 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5449 val loss: 0.2023 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5398 val loss: 0.1990 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5396 val loss: 0.1857 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6646 val loss: 0.5201 Epoch 95/100 ---------- lr: 0.001 train loss: 0.8759 val loss: 0.2654 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5872 val loss: 0.2174 Epoch 97/100 ---------- lr: 0.001 train loss: 0.5421 val loss: 0.1854 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5317 val loss: 0.1899 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5257 val loss: 0.1926 Epoch 100/100 ---------- lr: 0.001 train loss: 0.5291 val loss: 0.1802 Training complete in 19m 55s Best val loss: 0.1802 at epoch 100 Val MSE at best epoch: 0.0636