Epoch 1/100 ---------- lr: 0.01 train loss: 11.8582 val loss: 4.5712 Epoch 2/100 ---------- lr: 0.01 train loss: 5.0900 val loss: 4.6120 Epoch 3/100 ---------- lr: 0.01 train loss: 4.3809 val loss: 3.6174 Epoch 4/100 ---------- lr: 0.01 train loss: 3.3810 val loss: 2.6538 Epoch 5/100 ---------- lr: 0.01 train loss: 3.5565 val loss: 2.1358 Epoch 6/100 ---------- lr: 0.01 train loss: 2.9867 val loss: 3.4371 Epoch 7/100 ---------- lr: 0.01 train loss: 2.7772 val loss: 1.9612 Epoch 8/100 ---------- lr: 0.01 train loss: 2.7726 val loss: 2.0392 Epoch 9/100 ---------- lr: 0.01 train loss: 2.2974 val loss: 1.8731 Epoch 10/100 ---------- lr: 0.01 train loss: 2.7647 val loss: 1.5064 Epoch 11/100 ---------- lr: 0.01 train loss: 2.2262 val loss: 1.6275 Epoch 12/100 ---------- lr: 0.01 train loss: 2.3305 val loss: 1.8221 Epoch 13/100 ---------- lr: 0.01 train loss: 3.8960 val loss: 5.0657 Epoch 14/100 ---------- lr: 0.01 train loss: 6.9462 val loss: 14.8620 Epoch 15/100 ---------- lr: 0.01 train loss: 11.3529 val loss: 9.2995 Epoch 16/100 ---------- lr: 0.01 train loss: 8.4697 val loss: 7.3788 Epoch 17/100 ---------- lr: 0.01 train loss: 8.2036 val loss: 8.4555 Epoch 18/100 ---------- lr: 0.01 train loss: 8.2928 val loss: 7.3635 Epoch 19/100 ---------- lr: 0.01 train loss: 7.7725 val loss: 5.9268 Epoch 20/100 ---------- lr: 0.01 train loss: 7.5470 val loss: 6.8554 Epoch 21/100 ---------- lr: 0.01 train loss: 7.3725 val loss: 6.2010 Epoch 22/100 ---------- lr: 0.01 train loss: 6.6428 val loss: 6.9641 Epoch 23/100 ---------- lr: 0.01 train loss: 6.3008 val loss: 5.0118 Epoch 24/100 ---------- lr: 0.01 train loss: 5.6100 val loss: 4.8545 Epoch 25/100 ---------- lr: 0.01 train loss: 5.8162 val loss: 5.3318 Epoch 26/100 ---------- lr: 0.01 train loss: 5.9471 val loss: 6.1059 Epoch 27/100 ---------- lr: 0.01 train loss: 5.9843 val loss: 4.9248 Epoch 28/100 ---------- lr: 0.01 train loss: 5.7008 val loss: 4.8356 Epoch 29/100 ---------- lr: 0.01 train loss: 5.5595 val loss: 4.5570 Epoch 30/100 ---------- lr: 0.01 train loss: 6.0420 val loss: 5.7089 Epoch 31/100 ---------- lr: 0.01 train loss: 6.2484 val loss: 5.3310 Epoch 32/100 ---------- lr: 0.005 train loss: 5.5468 val loss: 4.5219 Epoch 33/100 ---------- lr: 0.005 train loss: 7.2130 val loss: 6.7482 Epoch 34/100 ---------- lr: 0.005 train loss: 6.8464 val loss: 5.9318 Epoch 35/100 ---------- lr: 0.005 train loss: 6.1327 val loss: 5.0870 Epoch 36/100 ---------- lr: 0.005 train loss: 5.7373 val loss: 4.8843 Epoch 37/100 ---------- lr: 0.005 train loss: 5.5236 val loss: 4.7314 Epoch 38/100 ---------- lr: 0.005 train loss: 5.5665 val loss: 5.1040 Epoch 39/100 ---------- lr: 0.005 train loss: 5.4423 val loss: 4.6667 Epoch 40/100 ---------- lr: 0.005 train loss: 5.5266 val loss: 4.8519 Epoch 41/100 ---------- lr: 0.005 train loss: 5.2769 val loss: 4.3993 Epoch 42/100 ---------- lr: 0.005 train loss: 5.0982 val loss: 4.2514 Epoch 43/100 ---------- lr: 0.005 train loss: 4.9649 val loss: 4.0942 Epoch 44/100 ---------- lr: 0.005 train loss: 5.1857 val loss: 4.5163 Epoch 45/100 ---------- lr: 0.005 train loss: 5.2773 val loss: 4.0080 Epoch 46/100 ---------- lr: 0.005 train loss: 5.0691 val loss: 3.9940 Epoch 47/100 ---------- lr: 0.005 train loss: 5.0064 val loss: 4.1316 Epoch 48/100 ---------- lr: 0.005 train loss: 4.7473 val loss: 4.3227 Epoch 49/100 ---------- lr: 0.005 train loss: 4.7400 val loss: 4.1459 Epoch 50/100 ---------- lr: 0.005 train loss: 4.5006 val loss: 3.9674 Epoch 51/100 ---------- lr: 0.005 train loss: 4.5591 val loss: 4.1672 Epoch 52/100 ---------- lr: 0.005 train loss: 4.7565 val loss: 4.0588 Epoch 53/100 ---------- lr: 0.0025 train loss: 4.3612 val loss: 3.9188 Epoch 54/100 ---------- lr: 0.0025 train loss: 4.2108 val loss: 3.4674 Epoch 55/100 ---------- lr: 0.0025 train loss: 4.1950 val loss: 3.7278 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.1930 val loss: 3.3778 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.0491 val loss: 3.3624 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.1211 val loss: 3.3560 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.2408 val loss: 3.8398 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.1882 val loss: 3.5309 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.0542 val loss: 3.3750 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.0755 val loss: 3.4943 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.0549 val loss: 3.3793 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.9616 val loss: 3.3160 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.9606 val loss: 3.1890 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.9161 val loss: 3.1581 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.9288 val loss: 3.1788 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.8484 val loss: 3.1469 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.8400 val loss: 3.1888 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.7941 val loss: 3.0632 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.7030 val loss: 3.0245 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.9416 val loss: 3.3624 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.0470 val loss: 3.2557 Epoch 74/100 ---------- lr: 0.00125 train loss: 3.7803 val loss: 3.0104 Epoch 75/100 ---------- lr: 0.00125 train loss: 3.7613 val loss: 3.1586 Epoch 76/100 ---------- lr: 0.00125 train loss: 3.7235 val loss: 3.0053 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.7359 val loss: 3.0836 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.6710 val loss: 2.9993 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.6397 val loss: 2.9628 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.6070 val loss: 2.9384 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.5986 val loss: 3.0491 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.5705 val loss: 3.0570 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.5375 val loss: 2.9662 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.5665 val loss: 2.9773 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.6028 val loss: 3.1124 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.5120 val loss: 2.8819 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.6330 val loss: 3.0058 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.5771 val loss: 2.9002 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.6112 val loss: 2.9613 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.5257 val loss: 2.9050 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.5462 val loss: 2.9817 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.5545 val loss: 2.9251 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.5061 val loss: 2.9107 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.5230 val loss: 2.8868 Epoch 95/100 ---------- lr: 0.000625 train loss: 3.4383 val loss: 2.7726 Epoch 96/100 ---------- lr: 0.000625 train loss: 3.4418 val loss: 2.8272 Epoch 97/100 ---------- lr: 0.000625 train loss: 3.4242 val loss: 2.8429 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.3920 val loss: 2.8217 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.4014 val loss: 2.8421 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.3722 val loss: 2.8339 Training complete in 32m 54s Best val loss: 1.5064 at epoch 10 Val MSE at best epoch: 0.6423