Epoch 1/100 ---------- lr: 0.01 train loss: 12.5158 val loss: 4.5413 Epoch 2/100 ---------- lr: 0.01 train loss: 5.0317 val loss: 3.2904 Epoch 3/100 ---------- lr: 0.01 train loss: 4.0932 val loss: 3.8652 Epoch 4/100 ---------- lr: 0.01 train loss: 3.5595 val loss: 2.3402 Epoch 5/100 ---------- lr: 0.01 train loss: 4.4084 val loss: 3.8790 Epoch 6/100 ---------- lr: 0.01 train loss: 4.1758 val loss: 2.6191 Epoch 7/100 ---------- lr: 0.01 train loss: 2.9950 val loss: 1.8247 Epoch 8/100 ---------- lr: 0.01 train loss: 2.8027 val loss: 2.2953 Epoch 9/100 ---------- lr: 0.01 train loss: 3.3932 val loss: 2.4068 Epoch 10/100 ---------- lr: 0.01 train loss: 3.2344 val loss: 2.7924 Epoch 11/100 ---------- lr: 0.01 train loss: 3.3169 val loss: 2.4834 Epoch 12/100 ---------- lr: 0.01 train loss: 4.4978 val loss: 5.7817 Epoch 13/100 ---------- lr: 0.01 train loss: 9.8995 val loss: 7.5980 Epoch 14/100 ---------- lr: 0.01 train loss: 8.1132 val loss: 7.3553 Epoch 15/100 ---------- lr: 0.01 train loss: 8.3293 val loss: 8.2137 Epoch 16/100 ---------- lr: 0.01 train loss: 8.5438 val loss: 7.7073 Epoch 17/100 ---------- lr: 0.01 train loss: 9.7569 val loss: 7.8333 Epoch 18/100 ---------- lr: 0.01 train loss: 7.5536 val loss: 6.5238 Epoch 19/100 ---------- lr: 0.01 train loss: 6.8770 val loss: 5.2792 Epoch 20/100 ---------- lr: 0.01 train loss: 6.3747 val loss: 5.6542 Epoch 21/100 ---------- lr: 0.01 train loss: 5.9731 val loss: 4.5917 Epoch 22/100 ---------- lr: 0.01 train loss: 5.8929 val loss: 5.0761 Epoch 23/100 ---------- lr: 0.01 train loss: 6.0578 val loss: 5.1039 Epoch 24/100 ---------- lr: 0.01 train loss: 6.0246 val loss: 5.3361 Epoch 25/100 ---------- lr: 0.01 train loss: 6.1247 val loss: 5.3421 Epoch 26/100 ---------- lr: 0.01 train loss: 7.1977 val loss: 7.8161 Epoch 27/100 ---------- lr: 0.01 train loss: 8.6023 val loss: 7.1136 Epoch 28/100 ---------- lr: 0.01 train loss: 7.6309 val loss: 6.9566 Epoch 29/100 ---------- lr: 0.005 train loss: 6.4804 val loss: 5.0448 Epoch 30/100 ---------- lr: 0.005 train loss: 6.2763 val loss: 4.9734 Epoch 31/100 ---------- lr: 0.005 train loss: 5.8538 val loss: 4.7925 Epoch 32/100 ---------- lr: 0.005 train loss: 5.8651 val loss: 4.8217 Epoch 33/100 ---------- lr: 0.005 train loss: 5.5887 val loss: 4.5254 Epoch 34/100 ---------- lr: 0.005 train loss: 5.3000 val loss: 4.4949 Epoch 35/100 ---------- lr: 0.005 train loss: 5.1926 val loss: 4.7936 Epoch 36/100 ---------- lr: 0.005 train loss: 5.5652 val loss: 4.4285 Epoch 37/100 ---------- lr: 0.005 train loss: 5.2018 val loss: 4.3510 Epoch 38/100 ---------- lr: 0.005 train loss: 5.3025 val loss: 4.7475 Epoch 39/100 ---------- lr: 0.005 train loss: 5.3940 val loss: 4.4753 Epoch 40/100 ---------- lr: 0.005 train loss: 5.1060 val loss: 4.2416 Epoch 41/100 ---------- lr: 0.005 train loss: 5.0294 val loss: 4.1792 Epoch 42/100 ---------- lr: 0.005 train loss: 4.9470 val loss: 4.4222 Epoch 43/100 ---------- lr: 0.005 train loss: 4.8314 val loss: 4.2601 Epoch 44/100 ---------- lr: 0.005 train loss: 4.9604 val loss: 4.2286 Epoch 45/100 ---------- lr: 0.005 train loss: 5.4271 val loss: 4.8261 Epoch 46/100 ---------- lr: 0.005 train loss: 5.2799 val loss: 4.5377 Epoch 47/100 ---------- lr: 0.005 train loss: 5.1060 val loss: 4.3218 Epoch 48/100 ---------- lr: 0.005 train loss: 4.7840 val loss: 4.1744 Epoch 49/100 ---------- lr: 0.005 train loss: 4.6256 val loss: 3.9262 Epoch 50/100 ---------- lr: 0.0025 train loss: 4.2572 val loss: 3.7655 Epoch 51/100 ---------- lr: 0.0025 train loss: 4.1101 val loss: 3.4666 Epoch 52/100 ---------- lr: 0.0025 train loss: 4.0558 val loss: 3.5252 Epoch 53/100 ---------- lr: 0.0025 train loss: 3.9841 val loss: 3.3008 Epoch 54/100 ---------- lr: 0.0025 train loss: 3.9212 val loss: 3.3963 Epoch 55/100 ---------- lr: 0.0025 train loss: 3.8730 val loss: 3.3684 Epoch 56/100 ---------- lr: 0.0025 train loss: 3.7878 val loss: 3.3290 Epoch 57/100 ---------- lr: 0.0025 train loss: 3.7415 val loss: 3.3428 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.6960 val loss: 3.2274 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.8579 val loss: 3.2790 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.7778 val loss: 3.2941 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.7137 val loss: 3.3932 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.7938 val loss: 3.2151 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.6871 val loss: 3.1522 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.6094 val loss: 3.0280 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.6564 val loss: 3.2258 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.6525 val loss: 3.1998 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.6711 val loss: 3.3962 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.6346 val loss: 3.1207 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.7414 val loss: 3.1432 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.7274 val loss: 3.0365 Epoch 71/100 ---------- lr: 0.00125 train loss: 3.5806 val loss: 3.0779 Epoch 72/100 ---------- lr: 0.00125 train loss: 3.5303 val loss: 3.1264 Epoch 73/100 ---------- lr: 0.00125 train loss: 3.5257 val loss: 3.0875 Epoch 74/100 ---------- lr: 0.00125 train loss: 3.4489 val loss: 3.0598 Epoch 75/100 ---------- lr: 0.00125 train loss: 3.4485 val loss: 3.1138 Epoch 76/100 ---------- lr: 0.00125 train loss: 3.4230 val loss: 3.0024 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.3527 val loss: 2.9420 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.3633 val loss: 3.0149 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.3753 val loss: 3.0039 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.4071 val loss: 2.9732 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.3748 val loss: 3.0359 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.4493 val loss: 3.0124 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.4219 val loss: 2.8868 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.3811 val loss: 3.0405 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.3821 val loss: 2.8251 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.3522 val loss: 2.9185 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.3795 val loss: 2.8869 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.3894 val loss: 2.8267 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.3059 val loss: 2.8056 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.2659 val loss: 2.9617 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.3175 val loss: 2.9594 Epoch 92/100 ---------- lr: 0.000625 train loss: 3.2670 val loss: 2.8440 Epoch 93/100 ---------- lr: 0.000625 train loss: 3.2347 val loss: 2.8532 Epoch 94/100 ---------- lr: 0.000625 train loss: 3.1956 val loss: 2.8097 Epoch 95/100 ---------- lr: 0.000625 train loss: 3.1631 val loss: 2.8216 Epoch 96/100 ---------- lr: 0.000625 train loss: 3.1450 val loss: 2.7960 Epoch 97/100 ---------- lr: 0.000625 train loss: 3.1442 val loss: 2.7640 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.1423 val loss: 2.6929 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.1307 val loss: 2.6924 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.1215 val loss: 2.6823 Training complete in 20m 48s Best val loss: 1.8247 at epoch 7 Val MSE at best epoch: 0.7767