Epoch 1/100 ---------- lr: 0.01 train loss: 7.4052 val loss: 4.0982 Epoch 2/100 ---------- lr: 0.01 train loss: 3.9620 val loss: 2.5587 Epoch 3/100 ---------- lr: 0.01 train loss: 3.4397 val loss: 2.8385 Epoch 4/100 ---------- lr: 0.01 train loss: 3.2458 val loss: 2.3470 Epoch 5/100 ---------- lr: 0.01 train loss: 2.8104 val loss: 2.3708 Epoch 6/100 ---------- lr: 0.01 train loss: 2.6038 val loss: 1.7952 Epoch 7/100 ---------- lr: 0.01 train loss: 2.4235 val loss: 1.4390 Epoch 8/100 ---------- lr: 0.01 train loss: 2.3287 val loss: 1.8775 Epoch 9/100 ---------- lr: 0.01 train loss: 2.1176 val loss: 1.1333 Epoch 10/100 ---------- lr: 0.01 train loss: 1.8777 val loss: 1.2027 Epoch 11/100 ---------- lr: 0.01 train loss: 1.9309 val loss: 1.1818 Epoch 12/100 ---------- lr: 0.01 train loss: 2.2452 val loss: 1.1130 Epoch 13/100 ---------- lr: 0.01 train loss: 1.8447 val loss: 1.5783 Epoch 14/100 ---------- lr: 0.01 train loss: 1.7821 val loss: 0.9761 Epoch 15/100 ---------- lr: 0.01 train loss: 1.6586 val loss: 0.9415 Epoch 16/100 ---------- lr: 0.01 train loss: 1.6169 val loss: 0.8584 Epoch 17/100 ---------- lr: 0.01 train loss: 1.5490 val loss: 0.9071 Epoch 18/100 ---------- lr: 0.01 train loss: 1.7845 val loss: 1.3380 Epoch 19/100 ---------- lr: 0.01 train loss: 1.9551 val loss: 0.9598 Epoch 20/100 ---------- lr: 0.01 train loss: 1.5303 val loss: 0.7315 Epoch 21/100 ---------- lr: 0.01 train loss: 1.3932 val loss: 0.6333 Epoch 22/100 ---------- lr: 0.01 train loss: 1.4116 val loss: 0.6669 Epoch 23/100 ---------- lr: 0.01 train loss: 1.4675 val loss: 0.7731 Epoch 24/100 ---------- lr: 0.01 train loss: 1.4264 val loss: 0.9214 Epoch 25/100 ---------- lr: 0.01 train loss: 1.9059 val loss: 1.2573 Epoch 26/100 ---------- lr: 0.01 train loss: 1.6541 val loss: 1.0606 Epoch 27/100 ---------- lr: 0.01 train loss: 1.3924 val loss: 0.6486 Epoch 28/100 ---------- lr: 0.01 train loss: 1.2935 val loss: 0.5927 Epoch 29/100 ---------- lr: 0.01 train loss: 1.3281 val loss: 0.6823 Epoch 30/100 ---------- lr: 0.01 train loss: 1.3249 val loss: 0.8442 Epoch 31/100 ---------- lr: 0.01 train loss: 1.3935 val loss: 0.5838 Epoch 32/100 ---------- lr: 0.01 train loss: 1.2932 val loss: 0.5926 Epoch 33/100 ---------- lr: 0.01 train loss: 1.2836 val loss: 0.5821 Epoch 34/100 ---------- lr: 0.01 train loss: 1.2728 val loss: 0.6236 Epoch 35/100 ---------- lr: 0.01 train loss: 1.3175 val loss: 0.6154 Epoch 36/100 ---------- lr: 0.01 train loss: 1.3039 val loss: 0.7021 Epoch 37/100 ---------- lr: 0.01 train loss: 1.3251 val loss: 0.5621 Epoch 38/100 ---------- lr: 0.01 train loss: 1.2388 val loss: 0.5392 Epoch 39/100 ---------- lr: 0.01 train loss: 1.6137 val loss: 0.9091 Epoch 40/100 ---------- lr: 0.01 train loss: 1.5202 val loss: 3.5671 Epoch 41/100 ---------- lr: 0.01 train loss: 6.9229 val loss: 7.0077 Epoch 42/100 ---------- lr: 0.01 train loss: 8.4831 val loss: 7.0737 Epoch 43/100 ---------- lr: 0.01 train loss: 6.9567 val loss: 6.4026 Epoch 44/100 ---------- lr: 0.01 train loss: 6.6736 val loss: 6.6278 Epoch 45/100 ---------- lr: 0.01 train loss: 6.7250 val loss: 6.3522 Epoch 46/100 ---------- lr: 0.01 train loss: 6.6294 val loss: 6.2581 Epoch 47/100 ---------- lr: 0.01 train loss: 6.3185 val loss: 5.5023 Epoch 48/100 ---------- lr: 0.01 train loss: 6.3801 val loss: 5.9218 Epoch 49/100 ---------- lr: 0.01 train loss: 6.6665 val loss: 5.8144 Epoch 50/100 ---------- lr: 0.01 train loss: 6.2715 val loss: 5.4933 Epoch 51/100 ---------- lr: 0.01 train loss: 6.1034 val loss: 5.3913 Epoch 52/100 ---------- lr: 0.01 train loss: 6.0875 val loss: 5.6089 Epoch 53/100 ---------- lr: 0.01 train loss: 5.9902 val loss: 5.2247 Epoch 54/100 ---------- lr: 0.01 train loss: 5.9319 val loss: 5.0979 Epoch 55/100 ---------- lr: 0.01 train loss: 5.9614 val loss: 6.2642 Epoch 56/100 ---------- lr: 0.01 train loss: 6.3136 val loss: 5.5785 Epoch 57/100 ---------- lr: 0.01 train loss: 5.8320 val loss: 5.2927 Epoch 58/100 ---------- lr: 0.01 train loss: 5.7531 val loss: 5.4552 Epoch 59/100 ---------- lr: 0.01 train loss: 5.9680 val loss: 5.2780 Epoch 60/100 ---------- lr: 0.005 train loss: 5.6813 val loss: 5.2083 Epoch 61/100 ---------- lr: 0.005 train loss: 5.6788 val loss: 5.0777 Epoch 62/100 ---------- lr: 0.005 train loss: 6.0493 val loss: 5.2511 Epoch 63/100 ---------- lr: 0.005 train loss: 5.7893 val loss: 5.0593 Epoch 64/100 ---------- lr: 0.005 train loss: 5.5876 val loss: 4.9598 Epoch 65/100 ---------- lr: 0.005 train loss: 5.5716 val loss: 5.1418 Epoch 66/100 ---------- lr: 0.005 train loss: 5.4737 val loss: 4.9294 Epoch 67/100 ---------- lr: 0.005 train loss: 5.3527 val loss: 4.7416 Epoch 68/100 ---------- lr: 0.005 train loss: 5.2902 val loss: 4.6250 Epoch 69/100 ---------- lr: 0.005 train loss: 5.2535 val loss: 4.6348 Epoch 70/100 ---------- lr: 0.005 train loss: 5.2802 val loss: 4.8740 Epoch 71/100 ---------- lr: 0.005 train loss: 5.3192 val loss: 4.9079 Epoch 72/100 ---------- lr: 0.005 train loss: 5.3105 val loss: 4.6999 Epoch 73/100 ---------- lr: 0.005 train loss: 5.2520 val loss: 4.6287 Epoch 74/100 ---------- lr: 0.005 train loss: 5.2571 val loss: 4.3899 Epoch 75/100 ---------- lr: 0.005 train loss: 5.1737 val loss: 4.6329 Epoch 76/100 ---------- lr: 0.005 train loss: 5.3778 val loss: 4.6459 Epoch 77/100 ---------- lr: 0.005 train loss: 5.3547 val loss: 4.5591 Epoch 78/100 ---------- lr: 0.005 train loss: 5.3389 val loss: 4.8571 Epoch 79/100 ---------- lr: 0.005 train loss: 5.2554 val loss: 4.3891 Epoch 80/100 ---------- lr: 0.005 train loss: 5.6850 val loss: 4.8938 Epoch 81/100 ---------- lr: 0.0025 train loss: 5.6107 val loss: 4.6066 Epoch 82/100 ---------- lr: 0.0025 train loss: 5.4229 val loss: 4.5810 Epoch 83/100 ---------- lr: 0.0025 train loss: 5.3069 val loss: 4.6142 Epoch 84/100 ---------- lr: 0.0025 train loss: 5.2817 val loss: 4.4099 Epoch 85/100 ---------- lr: 0.0025 train loss: 5.2366 val loss: 4.3927 Epoch 86/100 ---------- lr: 0.0025 train loss: 5.2489 val loss: 4.3391 Epoch 87/100 ---------- lr: 0.0025 train loss: 5.2103 val loss: 4.4483 Epoch 88/100 ---------- lr: 0.0025 train loss: 5.2562 val loss: 4.4465 Epoch 89/100 ---------- lr: 0.0025 train loss: 5.3813 val loss: 4.5766 Epoch 90/100 ---------- lr: 0.0025 train loss: 5.3873 val loss: 4.5626 Epoch 91/100 ---------- lr: 0.0025 train loss: 5.3920 val loss: 4.5937 Epoch 92/100 ---------- lr: 0.0025 train loss: 5.3782 val loss: 4.6217 Epoch 93/100 ---------- lr: 0.0025 train loss: 5.2710 val loss: 4.4663 Epoch 94/100 ---------- lr: 0.0025 train loss: 5.2079 val loss: 4.2933 Epoch 95/100 ---------- lr: 0.0025 train loss: 5.1301 val loss: 4.2649 Epoch 96/100 ---------- lr: 0.0025 train loss: 5.1626 val loss: 4.3632 Epoch 97/100 ---------- lr: 0.0025 train loss: 5.1071 val loss: 4.3579 Epoch 98/100 ---------- lr: 0.0025 train loss: 5.1070 val loss: 4.2874 Epoch 99/100 ---------- lr: 0.0025 train loss: 5.1536 val loss: 4.3605 Epoch 100/100 ---------- lr: 0.0025 train loss: 5.1805 val loss: 4.3211 Training complete in 7m 30s Best val loss: 0.5392 at epoch 38 Val MSE at best epoch: 0.2288