Epoch 1/100 ---------- lr: 0.01 train loss: 8.0185 val loss: 3.7437 Epoch 2/100 ---------- lr: 0.01 train loss: 4.2341 val loss: 3.1971 Epoch 3/100 ---------- lr: 0.01 train loss: 3.8169 val loss: 2.5977 Epoch 4/100 ---------- lr: 0.01 train loss: 3.2836 val loss: 2.7360 Epoch 5/100 ---------- lr: 0.01 train loss: 3.5910 val loss: 1.9805 Epoch 6/100 ---------- lr: 0.01 train loss: 2.8316 val loss: 1.9697 Epoch 7/100 ---------- lr: 0.01 train loss: 2.6825 val loss: 1.8055 Epoch 8/100 ---------- lr: 0.01 train loss: 2.4491 val loss: 1.4459 Epoch 9/100 ---------- lr: 0.01 train loss: 2.2915 val loss: 1.7560 Epoch 10/100 ---------- lr: 0.01 train loss: 2.2297 val loss: 1.2715 Epoch 11/100 ---------- lr: 0.01 train loss: 2.0630 val loss: 1.3288 Epoch 12/100 ---------- lr: 0.01 train loss: 1.9706 val loss: 1.4480 Epoch 13/100 ---------- lr: 0.01 train loss: 2.3175 val loss: 1.3231 Epoch 14/100 ---------- lr: 0.01 train loss: 2.0831 val loss: 1.1153 Epoch 15/100 ---------- lr: 0.01 train loss: 2.1728 val loss: 2.8423 Epoch 16/100 ---------- lr: 0.01 train loss: 2.2743 val loss: 1.2005 Epoch 17/100 ---------- lr: 0.01 train loss: 1.8997 val loss: 0.9302 Epoch 18/100 ---------- lr: 0.01 train loss: 1.7068 val loss: 0.8152 Epoch 19/100 ---------- lr: 0.01 train loss: 1.7620 val loss: 1.4946 Epoch 20/100 ---------- lr: 0.01 train loss: 3.3294 val loss: 2.6861 Epoch 21/100 ---------- lr: 0.01 train loss: 8.3260 val loss: 9.3530 Epoch 22/100 ---------- lr: 0.01 train loss: 8.4287 val loss: 7.0639 Epoch 23/100 ---------- lr: 0.01 train loss: 8.0031 val loss: 6.7779 Epoch 24/100 ---------- lr: 0.01 train loss: 6.9954 val loss: 5.3954 Epoch 25/100 ---------- lr: 0.01 train loss: 6.3359 val loss: 5.0168 Epoch 26/100 ---------- lr: 0.01 train loss: 6.2372 val loss: 5.6058 Epoch 27/100 ---------- lr: 0.01 train loss: 6.4886 val loss: 5.5613 Epoch 28/100 ---------- lr: 0.01 train loss: 5.9120 val loss: 4.9881 Epoch 29/100 ---------- lr: 0.01 train loss: 5.3248 val loss: 4.0254 Epoch 30/100 ---------- lr: 0.01 train loss: 4.9754 val loss: 4.4427 Epoch 31/100 ---------- lr: 0.01 train loss: 4.8387 val loss: 4.4554 Epoch 32/100 ---------- lr: 0.01 train loss: 5.0779 val loss: 3.9573 Epoch 33/100 ---------- lr: 0.01 train loss: 4.8964 val loss: 4.7450 Epoch 34/100 ---------- lr: 0.01 train loss: 7.3112 val loss: 6.4000 Epoch 35/100 ---------- lr: 0.01 train loss: 7.5737 val loss: 9.0747 Epoch 36/100 ---------- lr: 0.01 train loss: 9.0894 val loss: 6.5912 Epoch 37/100 ---------- lr: 0.01 train loss: 7.2819 val loss: 5.9277 Epoch 38/100 ---------- lr: 0.01 train loss: 6.4434 val loss: 5.1995 Epoch 39/100 ---------- lr: 0.01 train loss: 6.0213 val loss: 5.0165 Epoch 40/100 ---------- lr: 0.005 train loss: 5.4188 val loss: 4.5145 Epoch 41/100 ---------- lr: 0.005 train loss: 5.1641 val loss: 4.5126 Epoch 42/100 ---------- lr: 0.005 train loss: 5.1699 val loss: 4.2830 Epoch 43/100 ---------- lr: 0.005 train loss: 5.0214 val loss: 3.9579 Epoch 44/100 ---------- lr: 0.005 train loss: 4.9370 val loss: 4.1560 Epoch 45/100 ---------- lr: 0.005 train loss: 5.0080 val loss: 4.0078 Epoch 46/100 ---------- lr: 0.005 train loss: 5.0053 val loss: 4.3035 Epoch 47/100 ---------- lr: 0.005 train loss: 4.9619 val loss: 4.1190 Epoch 48/100 ---------- lr: 0.005 train loss: 4.8022 val loss: 3.8243 Epoch 49/100 ---------- lr: 0.005 train loss: 4.6389 val loss: 3.8221 Epoch 50/100 ---------- lr: 0.005 train loss: 4.5655 val loss: 3.7863 Epoch 51/100 ---------- lr: 0.005 train loss: 4.4983 val loss: 3.8061 Epoch 52/100 ---------- lr: 0.005 train loss: 4.5689 val loss: 3.7299 Epoch 53/100 ---------- lr: 0.005 train loss: 4.4615 val loss: 3.7247 Epoch 54/100 ---------- lr: 0.005 train loss: 4.3576 val loss: 3.4398 Epoch 55/100 ---------- lr: 0.005 train loss: 4.3057 val loss: 3.5821 Epoch 56/100 ---------- lr: 0.005 train loss: 4.4042 val loss: 3.4767 Epoch 57/100 ---------- lr: 0.005 train loss: 4.2959 val loss: 3.3286 Epoch 58/100 ---------- lr: 0.005 train loss: 4.2377 val loss: 3.3188 Epoch 59/100 ---------- lr: 0.005 train loss: 4.2372 val loss: 3.4821 Epoch 60/100 ---------- lr: 0.005 train loss: 4.2216 val loss: 3.6561 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.1056 val loss: 3.4662 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.9992 val loss: 3.2647 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.9997 val loss: 3.2576 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.0155 val loss: 3.4660 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.9486 val loss: 3.3130 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.9096 val loss: 3.2775 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.9596 val loss: 3.3737 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.8700 val loss: 3.2322 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.8258 val loss: 3.0775 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.7654 val loss: 3.1357 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.7025 val loss: 3.0331 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.7472 val loss: 3.0578 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.6691 val loss: 2.9719 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.7489 val loss: 3.1577 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.7075 val loss: 3.0226 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.7538 val loss: 3.0502 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.7334 val loss: 3.1222 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.7277 val loss: 2.8936 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.7321 val loss: 2.9732 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.7039 val loss: 2.9313 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.6673 val loss: 2.8721 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.5435 val loss: 2.9050 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.5497 val loss: 2.9256 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.5390 val loss: 2.9710 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.4854 val loss: 2.9324 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.5068 val loss: 2.8137 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.5301 val loss: 2.8787 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.4823 val loss: 2.8953 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.4861 val loss: 2.8228 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.4825 val loss: 2.8681 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.4544 val loss: 2.8517 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.4623 val loss: 2.7514 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.4403 val loss: 2.7243 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.3998 val loss: 2.7923 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.4001 val loss: 2.7586 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.4014 val loss: 2.9149 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.4136 val loss: 2.8908 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.4468 val loss: 2.8987 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.4327 val loss: 2.9487 Epoch 100/100 ---------- lr: 0.00125 train loss: 3.4547 val loss: 2.8364 Training complete in 8m 51s Best val loss: 0.8152 at epoch 18 Val MSE at best epoch: 0.3468