Epoch 1/100 ---------- lr: 0.001 train loss: 29.0088 val loss: 5.9215 Epoch 2/100 ---------- lr: 0.001 train loss: 5.8966 val loss: 4.0430 Epoch 3/100 ---------- lr: 0.001 train loss: 4.8147 val loss: 3.7190 Epoch 4/100 ---------- lr: 0.001 train loss: 4.0192 val loss: 3.3184 Epoch 5/100 ---------- lr: 0.001 train loss: 3.5993 val loss: 2.6436 Epoch 6/100 ---------- lr: 0.001 train loss: 3.1111 val loss: 2.4017 Epoch 7/100 ---------- lr: 0.001 train loss: 2.9596 val loss: 2.1811 Epoch 8/100 ---------- lr: 0.001 train loss: 2.5868 val loss: 1.7895 Epoch 9/100 ---------- lr: 0.001 train loss: 2.4196 val loss: 1.5855 Epoch 10/100 ---------- lr: 0.001 train loss: 2.3880 val loss: 1.4100 Epoch 11/100 ---------- lr: 0.001 train loss: 2.1301 val loss: 1.4247 Epoch 12/100 ---------- lr: 0.001 train loss: 2.0877 val loss: 1.4935 Epoch 13/100 ---------- lr: 0.001 train loss: 2.0072 val loss: 1.3360 Epoch 14/100 ---------- lr: 0.001 train loss: 1.8104 val loss: 1.1937 Epoch 15/100 ---------- lr: 0.001 train loss: 1.7342 val loss: 0.9647 Epoch 16/100 ---------- lr: 0.001 train loss: 1.5995 val loss: 1.0475 Epoch 17/100 ---------- lr: 0.001 train loss: 1.7133 val loss: 1.0267 Epoch 18/100 ---------- lr: 0.001 train loss: 1.7988 val loss: 1.1486 Epoch 19/100 ---------- lr: 0.001 train loss: 1.5008 val loss: 0.7887 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3835 val loss: 0.8613 Epoch 21/100 ---------- lr: 0.001 train loss: 1.3449 val loss: 0.8018 Epoch 22/100 ---------- lr: 0.001 train loss: 1.2678 val loss: 0.7125 Epoch 23/100 ---------- lr: 0.001 train loss: 1.3152 val loss: 0.7759 Epoch 24/100 ---------- lr: 0.001 train loss: 1.4703 val loss: 0.8996 Epoch 25/100 ---------- lr: 0.001 train loss: 1.3020 val loss: 2.8718 Epoch 26/100 ---------- lr: 0.001 train loss: 1.6479 val loss: 0.6969 Epoch 27/100 ---------- lr: 0.001 train loss: 1.2249 val loss: 0.5729 Epoch 28/100 ---------- lr: 0.001 train loss: 1.1009 val loss: 0.5503 Epoch 29/100 ---------- lr: 0.001 train loss: 1.0821 val loss: 1.7720 Epoch 30/100 ---------- lr: 0.001 train loss: 1.2551 val loss: 0.5476 Epoch 31/100 ---------- lr: 0.001 train loss: 1.0721 val loss: 0.4731 Epoch 32/100 ---------- lr: 0.001 train loss: 1.0295 val loss: 0.5454 Epoch 33/100 ---------- lr: 0.001 train loss: 1.0657 val loss: 1.0022 Epoch 34/100 ---------- lr: 0.001 train loss: 1.3336 val loss: 1.0280 Epoch 35/100 ---------- lr: 0.001 train loss: 1.0872 val loss: 0.4878 Epoch 36/100 ---------- lr: 0.001 train loss: 0.9685 val loss: 0.4646 Epoch 37/100 ---------- lr: 0.001 train loss: 0.9530 val loss: 0.4507 Epoch 38/100 ---------- lr: 0.001 train loss: 0.9696 val loss: 0.4142 Epoch 39/100 ---------- lr: 0.001 train loss: 1.0195 val loss: 0.7343 Epoch 40/100 ---------- lr: 0.001 train loss: 1.0075 val loss: 0.4359 Epoch 41/100 ---------- lr: 0.001 train loss: 0.9183 val loss: 0.4123 Epoch 42/100 ---------- lr: 0.001 train loss: 0.9143 val loss: 0.4243 Epoch 43/100 ---------- lr: 0.001 train loss: 1.0748 val loss: 0.5298 Epoch 44/100 ---------- lr: 0.001 train loss: 0.9271 val loss: 0.4026 Epoch 45/100 ---------- lr: 0.001 train loss: 0.9756 val loss: 0.4255 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8644 val loss: 0.3806 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8559 val loss: 0.4308 Epoch 48/100 ---------- lr: 0.001 train loss: 0.8581 val loss: 0.3399 Epoch 49/100 ---------- lr: 0.001 train loss: 0.8624 val loss: 0.4488 Epoch 50/100 ---------- lr: 0.001 train loss: 1.1329 val loss: 0.5813 Epoch 51/100 ---------- lr: 0.001 train loss: 0.9008 val loss: 0.3813 Epoch 52/100 ---------- lr: 0.001 train loss: 0.8348 val loss: 0.3140 Epoch 53/100 ---------- lr: 0.001 train loss: 0.8069 val loss: 0.2989 Epoch 54/100 ---------- lr: 0.001 train loss: 0.8189 val loss: 0.3253 Epoch 55/100 ---------- lr: 0.001 train loss: 0.9736 val loss: 0.9069 Epoch 56/100 ---------- lr: 0.001 train loss: 0.9612 val loss: 0.4715 Epoch 57/100 ---------- lr: 0.001 train loss: 0.8759 val loss: 0.3299 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7961 val loss: 0.3068 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7816 val loss: 0.2729 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7791 val loss: 0.3083 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7802 val loss: 0.2928 Epoch 62/100 ---------- lr: 0.001 train loss: 0.8785 val loss: 0.4357 Epoch 63/100 ---------- lr: 0.001 train loss: 0.8970 val loss: 0.2922 Epoch 64/100 ---------- lr: 0.001 train loss: 0.7724 val loss: 0.2921 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7611 val loss: 0.2562 Epoch 66/100 ---------- lr: 0.001 train loss: 0.7517 val loss: 0.2833 Epoch 67/100 ---------- lr: 0.001 train loss: 0.7809 val loss: 0.2864 Epoch 68/100 ---------- lr: 0.001 train loss: 0.7842 val loss: 0.2667 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7558 val loss: 0.3404 Epoch 70/100 ---------- lr: 0.001 train loss: 0.8447 val loss: 0.3256 Epoch 71/100 ---------- lr: 0.001 train loss: 0.7636 val loss: 0.2648 Epoch 72/100 ---------- lr: 0.001 train loss: 0.7372 val loss: 0.2431 Epoch 73/100 ---------- lr: 0.001 train loss: 0.7413 val loss: 0.2560 Epoch 74/100 ---------- lr: 0.001 train loss: 0.7286 val loss: 0.2497 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7504 val loss: 0.3052 Epoch 76/100 ---------- lr: 0.001 train loss: 0.7518 val loss: 0.2706 Epoch 77/100 ---------- lr: 0.001 train loss: 0.7552 val loss: 0.6326 Epoch 78/100 ---------- lr: 0.001 train loss: 0.8859 val loss: 0.3353 Epoch 79/100 ---------- lr: 0.001 train loss: 0.7374 val loss: 0.2331 Epoch 80/100 ---------- lr: 0.001 train loss: 0.7172 val loss: 0.2356 Epoch 81/100 ---------- lr: 0.001 train loss: 0.7072 val loss: 0.2152 Epoch 82/100 ---------- lr: 0.001 train loss: 0.7142 val loss: 0.2235 Epoch 83/100 ---------- lr: 0.001 train loss: 0.7025 val loss: 0.2368 Epoch 84/100 ---------- lr: 0.001 train loss: 0.7727 val loss: 0.3399 Epoch 85/100 ---------- lr: 0.001 train loss: 0.7434 val loss: 0.2250 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6978 val loss: 0.2289 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6961 val loss: 0.2242 Epoch 88/100 ---------- lr: 0.001 train loss: 0.7025 val loss: 0.2242 Epoch 89/100 ---------- lr: 0.001 train loss: 0.7507 val loss: 0.3326 Epoch 90/100 ---------- lr: 0.001 train loss: 0.7326 val loss: 0.2379 Epoch 91/100 ---------- lr: 0.001 train loss: 0.7757 val loss: 0.2440 Epoch 92/100 ---------- lr: 0.001 train loss: 0.7102 val loss: 0.2175 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6890 val loss: 0.2084 Epoch 94/100 ---------- lr: 0.001 train loss: 1.0525 val loss: 0.4176 Epoch 95/100 ---------- lr: 0.001 train loss: 0.8211 val loss: 0.2827 Epoch 96/100 ---------- lr: 0.001 train loss: 0.7421 val loss: 0.8580 Epoch 97/100 ---------- lr: 0.001 train loss: 0.7508 val loss: 0.2466 Epoch 98/100 ---------- lr: 0.001 train loss: 0.7036 val loss: 0.2273 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6961 val loss: 0.2188 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6870 val loss: 0.2176 Training complete in 18m 37s Best val loss: 0.2084 at epoch 93 Val MSE at best epoch: 0.0742