Epoch 1/100 ---------- lr: 0.005 train loss: 10.8575 val loss: 4.7796 Epoch 2/100 ---------- lr: 0.005 train loss: 4.8388 val loss: 2.7148 Epoch 3/100 ---------- lr: 0.005 train loss: 4.2459 val loss: 2.4375 Epoch 4/100 ---------- lr: 0.005 train loss: 4.1197 val loss: 2.2736 Epoch 5/100 ---------- lr: 0.005 train loss: 3.5874 val loss: 1.9908 Epoch 6/100 ---------- lr: 0.005 train loss: 3.3300 val loss: 1.8672 Epoch 7/100 ---------- lr: 0.005 train loss: 3.2664 val loss: 2.0349 Epoch 8/100 ---------- lr: 0.005 train loss: 3.1864 val loss: 1.4753 Epoch 9/100 ---------- lr: 0.005 train loss: 3.0438 val loss: 1.5291 Epoch 10/100 ---------- lr: 0.005 train loss: 2.8659 val loss: 1.3128 Epoch 11/100 ---------- lr: 0.005 train loss: 2.8460 val loss: 1.4320 Epoch 12/100 ---------- lr: 0.005 train loss: 3.0601 val loss: 1.9706 Epoch 13/100 ---------- lr: 0.005 train loss: 2.8338 val loss: 1.1858 Epoch 14/100 ---------- lr: 0.005 train loss: 2.6085 val loss: 1.3614 Epoch 15/100 ---------- lr: 0.005 train loss: 2.5532 val loss: 0.9918 Epoch 16/100 ---------- lr: 0.005 train loss: 2.4559 val loss: 1.2983 Epoch 17/100 ---------- lr: 0.005 train loss: 2.4594 val loss: 1.3814 Epoch 18/100 ---------- lr: 0.005 train loss: 2.4732 val loss: 0.9976 Epoch 19/100 ---------- lr: 0.005 train loss: 2.4985 val loss: 2.1277 Epoch 20/100 ---------- lr: 0.005 train loss: 2.5090 val loss: 1.0904 Epoch 21/100 ---------- lr: 0.005 train loss: 2.3292 val loss: 1.0225 Epoch 22/100 ---------- lr: 0.005 train loss: 2.4120 val loss: 0.9142 Epoch 23/100 ---------- lr: 0.005 train loss: 2.2808 val loss: 0.7588 Epoch 24/100 ---------- lr: 0.005 train loss: 2.2461 val loss: 1.0369 Epoch 25/100 ---------- lr: 0.005 train loss: 2.4650 val loss: 0.9768 Epoch 26/100 ---------- lr: 0.005 train loss: 2.1963 val loss: 1.1895 Epoch 27/100 ---------- lr: 0.005 train loss: 2.2654 val loss: 0.7607 Epoch 28/100 ---------- lr: 0.005 train loss: 2.1888 val loss: 0.7195 Epoch 29/100 ---------- lr: 0.005 train loss: 2.0949 val loss: 0.7455 Epoch 30/100 ---------- lr: 0.005 train loss: 2.2017 val loss: 0.7669 Epoch 31/100 ---------- lr: 0.005 train loss: 2.1022 val loss: 0.9948 Epoch 32/100 ---------- lr: 0.005 train loss: 2.0806 val loss: 1.0550 Epoch 33/100 ---------- lr: 0.005 train loss: 2.1696 val loss: 0.6821 Epoch 34/100 ---------- lr: 0.005 train loss: 2.1628 val loss: 0.6307 Epoch 35/100 ---------- lr: 0.005 train loss: 2.0449 val loss: 0.6688 Epoch 36/100 ---------- lr: 0.005 train loss: 2.0335 val loss: 0.6683 Epoch 37/100 ---------- lr: 0.005 train loss: 2.0909 val loss: 0.6772 Epoch 38/100 ---------- lr: 0.005 train loss: 2.0031 val loss: 0.6485 Epoch 39/100 ---------- lr: 0.005 train loss: 2.0236 val loss: 0.6369 Epoch 40/100 ---------- lr: 0.005 train loss: 2.1224 val loss: 0.9539 Epoch 41/100 ---------- lr: 0.005 train loss: 2.0476 val loss: 0.5933 Epoch 42/100 ---------- lr: 0.005 train loss: 1.9583 val loss: 0.5711 Epoch 43/100 ---------- lr: 0.005 train loss: 2.3231 val loss: 1.1805 Epoch 44/100 ---------- lr: 0.005 train loss: 2.1695 val loss: 0.7674 Epoch 45/100 ---------- lr: 0.005 train loss: 1.9683 val loss: 0.5413 Epoch 46/100 ---------- lr: 0.005 train loss: 1.9532 val loss: 0.5340 Epoch 47/100 ---------- lr: 0.005 train loss: 2.0496 val loss: 0.7407 Epoch 48/100 ---------- lr: 0.005 train loss: 2.0783 val loss: 0.5916 Epoch 49/100 ---------- lr: 0.005 train loss: 1.9633 val loss: 0.5561 Epoch 50/100 ---------- lr: 0.005 train loss: 1.9166 val loss: 0.5417 Epoch 51/100 ---------- lr: 0.005 train loss: 2.0528 val loss: 0.6742 Epoch 52/100 ---------- lr: 0.005 train loss: 1.9902 val loss: 0.5589 Epoch 53/100 ---------- lr: 0.005 train loss: 1.9394 val loss: 0.7317 Epoch 54/100 ---------- lr: 0.005 train loss: 1.9640 val loss: 0.6237 Epoch 55/100 ---------- lr: 0.005 train loss: 2.0022 val loss: 0.7640 Epoch 56/100 ---------- lr: 0.005 train loss: 1.9316 val loss: 0.4997 Epoch 57/100 ---------- lr: 0.005 train loss: 1.8983 val loss: 0.5220 Epoch 58/100 ---------- lr: 0.005 train loss: 2.0969 val loss: 2.6918 Epoch 59/100 ---------- lr: 0.005 train loss: 2.7533 val loss: 0.8595 Epoch 60/100 ---------- lr: 0.005 train loss: 2.1683 val loss: 0.7244 Epoch 61/100 ---------- lr: 0.005 train loss: 2.0343 val loss: 0.8203 Epoch 62/100 ---------- lr: 0.005 train loss: 2.0387 val loss: 0.6143 Epoch 63/100 ---------- lr: 0.005 train loss: 1.9799 val loss: 0.5999 Epoch 64/100 ---------- lr: 0.005 train loss: 2.1012 val loss: 0.5434 Epoch 65/100 ---------- lr: 0.005 train loss: 1.9552 val loss: 0.6195 Epoch 66/100 ---------- lr: 0.005 train loss: 1.9169 val loss: 0.4999 Epoch 67/100 ---------- lr: 0.005 train loss: 1.8905 val loss: 0.4979 Epoch 68/100 ---------- lr: 0.005 train loss: 1.9049 val loss: 0.5780 Epoch 69/100 ---------- lr: 0.005 train loss: 1.9182 val loss: 0.5569 Epoch 70/100 ---------- lr: 0.005 train loss: 1.9004 val loss: 0.5386 Epoch 71/100 ---------- lr: 0.005 train loss: 1.9120 val loss: 0.5707 Epoch 72/100 ---------- lr: 0.005 train loss: 1.8879 val loss: 0.4875 Epoch 73/100 ---------- lr: 0.005 train loss: 2.2024 val loss: 1.0971 Epoch 74/100 ---------- lr: 0.005 train loss: 2.3650 val loss: 1.5451 Epoch 75/100 ---------- lr: 0.005 train loss: 2.4093 val loss: 1.1467 Epoch 76/100 ---------- lr: 0.005 train loss: 2.2732 val loss: 0.7105 Epoch 77/100 ---------- lr: 0.005 train loss: 2.0954 val loss: 0.6614 Epoch 78/100 ---------- lr: 0.005 train loss: 1.9752 val loss: 0.5812 Epoch 79/100 ---------- lr: 0.005 train loss: 1.9479 val loss: 0.5610 Epoch 80/100 ---------- lr: 0.005 train loss: 1.9471 val loss: 0.5188 Epoch 81/100 ---------- lr: 0.005 train loss: 1.9041 val loss: 0.4742 Epoch 82/100 ---------- lr: 0.005 train loss: 1.9146 val loss: 2.2172 Epoch 83/100 ---------- lr: 0.005 train loss: 2.6073 val loss: 0.9920 Epoch 84/100 ---------- lr: 0.005 train loss: 2.1572 val loss: 0.8091 Epoch 85/100 ---------- lr: 0.005 train loss: 2.0449 val loss: 0.6744 Epoch 86/100 ---------- lr: 0.005 train loss: 2.0049 val loss: 0.7094 Epoch 87/100 ---------- lr: 0.005 train loss: 1.9894 val loss: 0.5816 Epoch 88/100 ---------- lr: 0.005 train loss: 1.9581 val loss: 0.6318 Epoch 89/100 ---------- lr: 0.005 train loss: 2.0010 val loss: 0.7454 Epoch 90/100 ---------- lr: 0.005 train loss: 1.9640 val loss: 0.6131 Epoch 91/100 ---------- lr: 0.005 train loss: 1.9236 val loss: 0.5437 Epoch 92/100 ---------- lr: 0.005 train loss: 1.9053 val loss: 0.5535 Epoch 93/100 ---------- lr: 0.005 train loss: 1.9026 val loss: 0.5127 Epoch 94/100 ---------- lr: 0.005 train loss: 1.8955 val loss: 0.5544 Epoch 95/100 ---------- lr: 0.005 train loss: 1.8929 val loss: 0.5004 Epoch 96/100 ---------- lr: 0.005 train loss: 2.0198 val loss: 0.7602 Epoch 97/100 ---------- lr: 0.005 train loss: 2.0001 val loss: 0.7919 Epoch 98/100 ---------- lr: 0.005 train loss: 1.9381 val loss: 0.5135 Epoch 99/100 ---------- lr: 0.005 train loss: 1.8639 val loss: 0.6316 Epoch 100/100 ---------- lr: 0.005 train loss: 1.9270 val loss: 0.5277 Training complete in 6m 58s Best val loss: 0.4742 at epoch 81 Val MSE at best epoch: 0.2009