Epoch 1/100 ---------- lr: 0.01 train loss: 12.5506 val loss: 4.9559 Epoch 2/100 ---------- lr: 0.01 train loss: 5.6580 val loss: 4.3094 Epoch 3/100 ---------- lr: 0.01 train loss: 4.3210 val loss: 3.2080 Epoch 4/100 ---------- lr: 0.01 train loss: 3.6113 val loss: 2.7447 Epoch 5/100 ---------- lr: 0.01 train loss: 3.4590 val loss: 3.3087 Epoch 6/100 ---------- lr: 0.01 train loss: 3.0271 val loss: 2.4786 Epoch 7/100 ---------- lr: 0.01 train loss: 2.9426 val loss: 3.2004 Epoch 8/100 ---------- lr: 0.01 train loss: 2.9472 val loss: 1.7349 Epoch 9/100 ---------- lr: 0.01 train loss: 2.4074 val loss: 1.7022 Epoch 10/100 ---------- lr: 0.01 train loss: 2.2006 val loss: 1.4600 Epoch 11/100 ---------- lr: 0.01 train loss: 2.0399 val loss: 1.4928 Epoch 12/100 ---------- lr: 0.01 train loss: 1.9921 val loss: 1.3755 Epoch 13/100 ---------- lr: 0.01 train loss: 1.9890 val loss: 1.5884 Epoch 14/100 ---------- lr: 0.01 train loss: 2.0910 val loss: 2.1822 Epoch 15/100 ---------- lr: 0.01 train loss: 2.0926 val loss: 1.5594 Epoch 16/100 ---------- lr: 0.01 train loss: 2.0612 val loss: 1.2623 Epoch 17/100 ---------- lr: 0.01 train loss: 1.6868 val loss: 1.0506 Epoch 18/100 ---------- lr: 0.01 train loss: 1.5394 val loss: 0.9820 Epoch 19/100 ---------- lr: 0.01 train loss: 1.5413 val loss: 1.0400 Epoch 20/100 ---------- lr: 0.01 train loss: 1.9740 val loss: 1.1843 Epoch 21/100 ---------- lr: 0.01 train loss: 1.7054 val loss: 1.1400 Epoch 22/100 ---------- lr: 0.01 train loss: 1.4214 val loss: 0.8113 Epoch 23/100 ---------- lr: 0.01 train loss: 1.4864 val loss: 1.6886 Epoch 24/100 ---------- lr: 0.01 train loss: 1.8259 val loss: 1.4541 Epoch 25/100 ---------- lr: 0.01 train loss: 1.6591 val loss: 1.0712 Epoch 26/100 ---------- lr: 0.01 train loss: 1.2867 val loss: 0.6829 Epoch 27/100 ---------- lr: 0.01 train loss: 1.2598 val loss: 0.7117 Epoch 28/100 ---------- lr: 0.01 train loss: 1.3421 val loss: 0.9058 Epoch 29/100 ---------- lr: 0.01 train loss: 1.4379 val loss: 0.8042 Epoch 30/100 ---------- lr: 0.01 train loss: 1.4898 val loss: 0.8018 Epoch 31/100 ---------- lr: 0.01 train loss: 1.2287 val loss: 0.6083 Epoch 32/100 ---------- lr: 0.01 train loss: 1.2045 val loss: 0.9362 Epoch 33/100 ---------- lr: 0.01 train loss: 1.2746 val loss: 0.6595 Epoch 34/100 ---------- lr: 0.01 train loss: 1.1473 val loss: 0.6656 Epoch 35/100 ---------- lr: 0.01 train loss: 1.1332 val loss: 0.8523 Epoch 36/100 ---------- lr: 0.01 train loss: 1.2605 val loss: 0.9259 Epoch 37/100 ---------- lr: 0.01 train loss: 1.2215 val loss: 0.6161 Epoch 38/100 ---------- lr: 0.01 train loss: 1.0841 val loss: 0.5524 Epoch 39/100 ---------- lr: 0.01 train loss: 1.1284 val loss: 0.6211 Epoch 40/100 ---------- lr: 0.01 train loss: 1.0914 val loss: 0.5528 Epoch 41/100 ---------- lr: 0.01 train loss: 1.0752 val loss: 0.6759 Epoch 42/100 ---------- lr: 0.01 train loss: 1.5175 val loss: 1.1997 Epoch 43/100 ---------- lr: 0.01 train loss: 1.2620 val loss: 0.5783 Epoch 44/100 ---------- lr: 0.01 train loss: 1.0399 val loss: 0.5305 Epoch 45/100 ---------- lr: 0.01 train loss: 1.0536 val loss: 0.6300 Epoch 46/100 ---------- lr: 0.01 train loss: 1.2775 val loss: 0.7625 Epoch 47/100 ---------- lr: 0.01 train loss: 1.1594 val loss: 0.5785 Epoch 48/100 ---------- lr: 0.01 train loss: 1.2056 val loss: 3.3564 Epoch 49/100 ---------- lr: 0.01 train loss: 10.0117 val loss: 7.3621 Epoch 50/100 ---------- lr: 0.01 train loss: 8.8545 val loss: 6.8658 Epoch 51/100 ---------- lr: 0.01 train loss: 8.8312 val loss: 6.9153 Epoch 52/100 ---------- lr: 0.01 train loss: 8.6270 val loss: 7.4460 Epoch 53/100 ---------- lr: 0.01 train loss: 8.1586 val loss: 7.0932 Epoch 54/100 ---------- lr: 0.01 train loss: 7.4720 val loss: 6.5198 Epoch 55/100 ---------- lr: 0.01 train loss: 7.5472 val loss: 6.9864 Epoch 56/100 ---------- lr: 0.01 train loss: 7.5839 val loss: 6.7768 Epoch 57/100 ---------- lr: 0.01 train loss: 8.4844 val loss: 11.0075 Epoch 58/100 ---------- lr: 0.01 train loss: 10.6336 val loss: 8.5210 Epoch 59/100 ---------- lr: 0.01 train loss: 9.5410 val loss: 7.8264 Epoch 60/100 ---------- lr: 0.01 train loss: 9.2099 val loss: 8.0396 Epoch 61/100 ---------- lr: 0.01 train loss: 8.6982 val loss: 7.9515 Epoch 62/100 ---------- lr: 0.01 train loss: 10.1350 val loss: 9.9782 Epoch 63/100 ---------- lr: 0.01 train loss: 9.7980 val loss: 8.2279 Epoch 64/100 ---------- lr: 0.01 train loss: 8.8297 val loss: 8.1280 Epoch 65/100 ---------- lr: 0.01 train loss: 8.7314 val loss: 7.2871 Epoch 66/100 ---------- lr: 0.005 train loss: 7.9479 val loss: 6.9304 Epoch 67/100 ---------- lr: 0.005 train loss: 7.8064 val loss: 6.7632 Epoch 68/100 ---------- lr: 0.005 train loss: 7.9580 val loss: 6.8832 Epoch 69/100 ---------- lr: 0.005 train loss: 7.7662 val loss: 6.8835 Epoch 70/100 ---------- lr: 0.005 train loss: 7.5882 val loss: 6.6208 Epoch 71/100 ---------- lr: 0.005 train loss: 7.5437 val loss: 6.7535 Epoch 72/100 ---------- lr: 0.005 train loss: 7.6674 val loss: 6.5305 Epoch 73/100 ---------- lr: 0.005 train loss: 7.4342 val loss: 6.5186 Epoch 74/100 ---------- lr: 0.005 train loss: 7.4575 val loss: 6.5396 Epoch 75/100 ---------- lr: 0.005 train loss: 7.4287 val loss: 6.5416 Epoch 76/100 ---------- lr: 0.005 train loss: 7.3027 val loss: 6.4387 Epoch 77/100 ---------- lr: 0.005 train loss: 7.1677 val loss: 6.1667 Epoch 78/100 ---------- lr: 0.005 train loss: 7.2628 val loss: 6.4965 Epoch 79/100 ---------- lr: 0.005 train loss: 7.1655 val loss: 6.3660 Epoch 80/100 ---------- lr: 0.005 train loss: 7.3378 val loss: 6.6548 Epoch 81/100 ---------- lr: 0.005 train loss: 7.3145 val loss: 6.5300 Epoch 82/100 ---------- lr: 0.005 train loss: 7.3219 val loss: 6.6302 Epoch 83/100 ---------- lr: 0.005 train loss: 7.2537 val loss: 6.3797 Epoch 84/100 ---------- lr: 0.005 train loss: 7.1863 val loss: 6.3547 Epoch 85/100 ---------- lr: 0.005 train loss: 7.0948 val loss: 6.5097 Epoch 86/100 ---------- lr: 0.005 train loss: 7.0045 val loss: 6.3690 Epoch 87/100 ---------- lr: 0.0025 train loss: 6.8291 val loss: 6.2527 Epoch 88/100 ---------- lr: 0.0025 train loss: 6.7907 val loss: 6.2988 Epoch 89/100 ---------- lr: 0.0025 train loss: 6.8814 val loss: 6.4326 Epoch 90/100 ---------- lr: 0.0025 train loss: 6.8864 val loss: 6.2390 Epoch 91/100 ---------- lr: 0.0025 train loss: 6.8266 val loss: 6.1998 Epoch 92/100 ---------- lr: 0.0025 train loss: 6.8228 val loss: 6.2213 Epoch 93/100 ---------- lr: 0.0025 train loss: 6.7742 val loss: 6.1063 Epoch 94/100 ---------- lr: 0.0025 train loss: 6.7256 val loss: 6.1038 Epoch 95/100 ---------- lr: 0.0025 train loss: 6.6776 val loss: 6.2280 Epoch 96/100 ---------- lr: 0.0025 train loss: 6.6941 val loss: 6.0631 Epoch 97/100 ---------- lr: 0.0025 train loss: 6.6823 val loss: 6.1528 Epoch 98/100 ---------- lr: 0.0025 train loss: 6.6861 val loss: 6.1105 Epoch 99/100 ---------- lr: 0.0025 train loss: 6.7255 val loss: 5.9392 Epoch 100/100 ---------- lr: 0.0025 train loss: 6.6827 val loss: 6.0676 Training complete in 8m 53s Best val loss: 0.5305 at epoch 44 Val MSE at best epoch: 0.1948