Epoch 1/100 ---------- lr: 0.001 train loss: 26.8688 val loss: 6.1070 Epoch 2/100 ---------- lr: 0.001 train loss: 6.1143 val loss: 7.0936 Epoch 3/100 ---------- lr: 0.001 train loss: 4.9351 val loss: 3.9480 Epoch 4/100 ---------- lr: 0.001 train loss: 4.1422 val loss: 3.5870 Epoch 5/100 ---------- lr: 0.001 train loss: 3.6557 val loss: 2.5980 Epoch 6/100 ---------- lr: 0.001 train loss: 3.2983 val loss: 2.5010 Epoch 7/100 ---------- lr: 0.001 train loss: 2.7832 val loss: 2.0983 Epoch 8/100 ---------- lr: 0.001 train loss: 2.8009 val loss: 2.1338 Epoch 9/100 ---------- lr: 0.001 train loss: 2.4448 val loss: 1.6087 Epoch 10/100 ---------- lr: 0.001 train loss: 2.1322 val loss: 1.5703 Epoch 11/100 ---------- lr: 0.001 train loss: 2.1077 val loss: 2.3377 Epoch 12/100 ---------- lr: 0.001 train loss: 2.0821 val loss: 1.2855 Epoch 13/100 ---------- lr: 0.001 train loss: 1.8052 val loss: 1.8531 Epoch 14/100 ---------- lr: 0.001 train loss: 1.7940 val loss: 1.0189 Epoch 15/100 ---------- lr: 0.001 train loss: 1.7520 val loss: 1.5696 Epoch 16/100 ---------- lr: 0.001 train loss: 1.8455 val loss: 1.0928 Epoch 17/100 ---------- lr: 0.001 train loss: 1.4548 val loss: 1.0403 Epoch 18/100 ---------- lr: 0.001 train loss: 1.3171 val loss: 0.7859 Epoch 19/100 ---------- lr: 0.001 train loss: 1.3261 val loss: 0.7963 Epoch 20/100 ---------- lr: 0.001 train loss: 1.2320 val loss: 0.7985 Epoch 21/100 ---------- lr: 0.001 train loss: 1.2826 val loss: 0.9512 Epoch 22/100 ---------- lr: 0.001 train loss: 1.3147 val loss: 1.4223 Epoch 23/100 ---------- lr: 0.001 train loss: 1.8109 val loss: 0.8597 Epoch 24/100 ---------- lr: 0.001 train loss: 1.1557 val loss: 0.6158 Epoch 25/100 ---------- lr: 0.001 train loss: 1.0177 val loss: 0.6083 Epoch 26/100 ---------- lr: 0.001 train loss: 0.9630 val loss: 0.5360 Epoch 27/100 ---------- lr: 0.001 train loss: 1.0259 val loss: 0.6850 Epoch 28/100 ---------- lr: 0.001 train loss: 1.1919 val loss: 0.6320 Epoch 29/100 ---------- lr: 0.001 train loss: 1.0586 val loss: 0.7561 Epoch 30/100 ---------- lr: 0.001 train loss: 1.0454 val loss: 0.5060 Epoch 31/100 ---------- lr: 0.001 train loss: 0.8725 val loss: 0.4495 Epoch 32/100 ---------- lr: 0.001 train loss: 0.8541 val loss: 0.4639 Epoch 33/100 ---------- lr: 0.001 train loss: 0.8760 val loss: 0.4936 Epoch 34/100 ---------- lr: 0.001 train loss: 0.9427 val loss: 0.5558 Epoch 35/100 ---------- lr: 0.001 train loss: 0.9367 val loss: 0.4951 Epoch 36/100 ---------- lr: 0.001 train loss: 0.8440 val loss: 0.6269 Epoch 37/100 ---------- lr: 0.001 train loss: 0.8486 val loss: 0.4143 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8065 val loss: 0.3587 Epoch 39/100 ---------- lr: 0.001 train loss: 0.7553 val loss: 0.3452 Epoch 40/100 ---------- lr: 0.001 train loss: 0.8008 val loss: 0.4457 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8871 val loss: 0.4868 Epoch 42/100 ---------- lr: 0.001 train loss: 1.2586 val loss: 0.9075 Epoch 43/100 ---------- lr: 0.001 train loss: 0.9406 val loss: 0.3899 Epoch 44/100 ---------- lr: 0.001 train loss: 0.7477 val loss: 0.3387 Epoch 45/100 ---------- lr: 0.001 train loss: 0.7159 val loss: 0.3235 Epoch 46/100 ---------- lr: 0.001 train loss: 0.6970 val loss: 0.2992 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6847 val loss: 0.2974 Epoch 48/100 ---------- lr: 0.001 train loss: 0.7036 val loss: 0.3256 Epoch 49/100 ---------- lr: 0.001 train loss: 0.7351 val loss: 0.3379 Epoch 50/100 ---------- lr: 0.001 train loss: 0.7007 val loss: 0.3099 Epoch 51/100 ---------- lr: 0.001 train loss: 0.6910 val loss: 0.3284 Epoch 52/100 ---------- lr: 0.001 train loss: 0.9085 val loss: 1.2850 Epoch 53/100 ---------- lr: 0.001 train loss: 1.0770 val loss: 0.3635 Epoch 54/100 ---------- lr: 0.001 train loss: 0.6958 val loss: 0.2821 Epoch 55/100 ---------- lr: 0.001 train loss: 0.6527 val loss: 0.2571 Epoch 56/100 ---------- lr: 0.001 train loss: 0.6401 val loss: 0.2589 Epoch 57/100 ---------- lr: 0.001 train loss: 0.6256 val loss: 0.2629 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6302 val loss: 0.2595 Epoch 59/100 ---------- lr: 0.001 train loss: 0.6821 val loss: 0.2981 Epoch 60/100 ---------- lr: 0.001 train loss: 0.6390 val loss: 0.2803 Epoch 61/100 ---------- lr: 0.001 train loss: 0.6261 val loss: 0.3039 Epoch 62/100 ---------- lr: 0.001 train loss: 0.6795 val loss: 0.3077 Epoch 63/100 ---------- lr: 0.001 train loss: 0.6242 val loss: 0.2322 Epoch 64/100 ---------- lr: 0.001 train loss: 0.6485 val loss: 0.3098 Epoch 65/100 ---------- lr: 0.001 train loss: 0.6160 val loss: 0.2430 Epoch 66/100 ---------- lr: 0.001 train loss: 0.6274 val loss: 0.5095 Epoch 67/100 ---------- lr: 0.001 train loss: 0.6667 val loss: 0.2619 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5965 val loss: 0.2882 Epoch 69/100 ---------- lr: 0.001 train loss: 0.6053 val loss: 0.2793 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6238 val loss: 0.3386 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6237 val loss: 0.2166 Epoch 72/100 ---------- lr: 0.001 train loss: 0.8573 val loss: 0.3894 Epoch 73/100 ---------- lr: 0.001 train loss: 0.7735 val loss: 0.2887 Epoch 74/100 ---------- lr: 0.001 train loss: 0.6286 val loss: 0.2425 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5809 val loss: 0.2175 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5624 val loss: 0.2098 Epoch 77/100 ---------- lr: 0.001 train loss: 0.5609 val loss: 0.1913 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5551 val loss: 0.1970 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5583 val loss: 0.2071 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5888 val loss: 0.2236 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5693 val loss: 0.2197 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5617 val loss: 0.1962 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5785 val loss: 0.2230 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5525 val loss: 0.2027 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5514 val loss: 0.2085 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5677 val loss: 0.2375 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5994 val loss: 0.2792 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5573 val loss: 0.1883 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5410 val loss: 0.1889 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5384 val loss: 0.1898 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5460 val loss: 0.2035 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6043 val loss: 0.2595 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5699 val loss: 0.1934 Epoch 94/100 ---------- lr: 0.001 train loss: 0.5430 val loss: 0.1767 Epoch 95/100 ---------- lr: 0.001 train loss: 0.5277 val loss: 0.1826 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5335 val loss: 0.1816 Epoch 97/100 ---------- lr: 0.001 train loss: 0.5393 val loss: 0.2286 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6233 val loss: 0.2638 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5356 val loss: 0.1700 Epoch 100/100 ---------- lr: 0.001 train loss: 0.5142 val loss: 0.1719 Training complete in 13m 52s Best val loss: 0.1700 at epoch 99 Val MSE at best epoch: 0.0608