Epoch 1/100 ---------- lr: 0.01 train loss: 8.3227 val loss: 6.5249 Epoch 2/100 ---------- lr: 0.01 train loss: 4.4513 val loss: 3.3831 Epoch 3/100 ---------- lr: 0.01 train loss: 3.5538 val loss: 2.4176 Epoch 4/100 ---------- lr: 0.01 train loss: 3.2179 val loss: 2.4410 Epoch 5/100 ---------- lr: 0.01 train loss: 2.9691 val loss: 1.5643 Epoch 6/100 ---------- lr: 0.01 train loss: 2.8384 val loss: 2.2646 Epoch 7/100 ---------- lr: 0.01 train loss: 2.6853 val loss: 1.4448 Epoch 8/100 ---------- lr: 0.01 train loss: 2.2649 val loss: 1.2192 Epoch 9/100 ---------- lr: 0.01 train loss: 2.1069 val loss: 1.5720 Epoch 10/100 ---------- lr: 0.01 train loss: 2.2991 val loss: 1.9018 Epoch 11/100 ---------- lr: 0.01 train loss: 2.4915 val loss: 1.6434 Epoch 12/100 ---------- lr: 0.01 train loss: 1.9243 val loss: 0.9587 Epoch 13/100 ---------- lr: 0.01 train loss: 1.7584 val loss: 0.9689 Epoch 14/100 ---------- lr: 0.01 train loss: 1.9747 val loss: 1.3437 Epoch 15/100 ---------- lr: 0.01 train loss: 2.0684 val loss: 1.2468 Epoch 16/100 ---------- lr: 0.01 train loss: 2.9163 val loss: 10.0248 Epoch 17/100 ---------- lr: 0.01 train loss: 8.8241 val loss: 6.5821 Epoch 18/100 ---------- lr: 0.01 train loss: 8.1810 val loss: 8.5841 Epoch 19/100 ---------- lr: 0.01 train loss: 10.2774 val loss: 8.4246 Epoch 20/100 ---------- lr: 0.01 train loss: 10.2522 val loss: 9.0025 Epoch 21/100 ---------- lr: 0.01 train loss: 8.6051 val loss: 6.9749 Epoch 22/100 ---------- lr: 0.01 train loss: 7.5311 val loss: 6.9374 Epoch 23/100 ---------- lr: 0.01 train loss: 8.2410 val loss: 6.8889 Epoch 24/100 ---------- lr: 0.01 train loss: 9.0986 val loss: 8.3716 Epoch 25/100 ---------- lr: 0.01 train loss: 8.3484 val loss: 7.6178 Epoch 26/100 ---------- lr: 0.01 train loss: 8.1811 val loss: 7.5826 Epoch 27/100 ---------- lr: 0.01 train loss: 7.2760 val loss: 5.6090 Epoch 28/100 ---------- lr: 0.01 train loss: 6.9183 val loss: 5.8221 Epoch 29/100 ---------- lr: 0.01 train loss: 7.0789 val loss: 5.3567 Epoch 30/100 ---------- lr: 0.01 train loss: 6.4580 val loss: 5.3229 Epoch 31/100 ---------- lr: 0.01 train loss: 6.0786 val loss: 4.9519 Epoch 32/100 ---------- lr: 0.01 train loss: 6.0794 val loss: 5.1036 Epoch 33/100 ---------- lr: 0.01 train loss: 5.8669 val loss: 4.9753 Epoch 34/100 ---------- lr: 0.005 train loss: 5.4921 val loss: 4.6756 Epoch 35/100 ---------- lr: 0.005 train loss: 5.6843 val loss: 4.6486 Epoch 36/100 ---------- lr: 0.005 train loss: 5.5869 val loss: 4.6135 Epoch 37/100 ---------- lr: 0.005 train loss: 5.7735 val loss: 4.9546 Epoch 38/100 ---------- lr: 0.005 train loss: 5.7798 val loss: 4.7096 Epoch 39/100 ---------- lr: 0.005 train loss: 5.9448 val loss: 4.8647 Epoch 40/100 ---------- lr: 0.005 train loss: 6.1174 val loss: 5.1714 Epoch 41/100 ---------- lr: 0.005 train loss: 6.2568 val loss: 4.9335 Epoch 42/100 ---------- lr: 0.005 train loss: 5.7732 val loss: 4.6350 Epoch 43/100 ---------- lr: 0.005 train loss: 5.6093 val loss: 4.4365 Epoch 44/100 ---------- lr: 0.005 train loss: 5.3001 val loss: 4.1188 Epoch 45/100 ---------- lr: 0.005 train loss: 5.4028 val loss: 4.3518 Epoch 46/100 ---------- lr: 0.005 train loss: 5.2999 val loss: 4.2423 Epoch 47/100 ---------- lr: 0.005 train loss: 5.5462 val loss: 4.3750 Epoch 48/100 ---------- lr: 0.005 train loss: 5.5165 val loss: 4.4639 Epoch 49/100 ---------- lr: 0.005 train loss: 5.7308 val loss: 4.5145 Epoch 50/100 ---------- lr: 0.005 train loss: 5.7030 val loss: 4.9114 Epoch 51/100 ---------- lr: 0.005 train loss: 5.4636 val loss: 4.5886 Epoch 52/100 ---------- lr: 0.005 train loss: 5.6605 val loss: 4.8285 Epoch 53/100 ---------- lr: 0.005 train loss: 5.5833 val loss: 4.6153 Epoch 54/100 ---------- lr: 0.005 train loss: 5.5023 val loss: 4.6063 Epoch 55/100 ---------- lr: 0.0025 train loss: 5.3431 val loss: 4.4353 Epoch 56/100 ---------- lr: 0.0025 train loss: 5.2919 val loss: 4.4508 Epoch 57/100 ---------- lr: 0.0025 train loss: 5.3259 val loss: 4.3789 Epoch 58/100 ---------- lr: 0.0025 train loss: 5.1288 val loss: 4.1894 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.9831 val loss: 4.0921 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.9503 val loss: 3.9805 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.8920 val loss: 4.0789 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.8018 val loss: 4.2025 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.7700 val loss: 4.2116 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.9086 val loss: 3.9206 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.7275 val loss: 3.8760 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.7145 val loss: 4.0105 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.6404 val loss: 3.9980 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.8925 val loss: 3.9109 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.7457 val loss: 3.7638 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.8341 val loss: 3.9260 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.7240 val loss: 3.9011 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.6421 val loss: 3.9547 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.7494 val loss: 3.9492 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.5997 val loss: 3.6649 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.5684 val loss: 3.6969 Epoch 76/100 ---------- lr: 0.00125 train loss: 4.4194 val loss: 3.6120 Epoch 77/100 ---------- lr: 0.00125 train loss: 4.3943 val loss: 3.5460 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.3119 val loss: 3.7012 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.3135 val loss: 3.5272 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.2647 val loss: 3.6189 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.2355 val loss: 3.5667 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.2046 val loss: 3.5757 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.2437 val loss: 3.5190 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.1390 val loss: 3.4463 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.1500 val loss: 3.4294 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.1176 val loss: 3.4196 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.1531 val loss: 3.3057 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.0580 val loss: 3.3049 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.1420 val loss: 3.2526 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.1257 val loss: 3.3125 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.1403 val loss: 3.6891 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.1929 val loss: 3.4330 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.1710 val loss: 3.6706 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.1801 val loss: 3.4738 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.1557 val loss: 3.5496 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.1241 val loss: 3.5068 Epoch 97/100 ---------- lr: 0.000625 train loss: 4.0494 val loss: 3.4687 Epoch 98/100 ---------- lr: 0.000625 train loss: 4.0469 val loss: 3.3003 Epoch 99/100 ---------- lr: 0.000625 train loss: 4.0811 val loss: 3.2613 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.0208 val loss: 3.2320 Training complete in 13m 6s Best val loss: 0.9587 at epoch 12 Val MSE at best epoch: 0.4080