Epoch 1/100 ---------- lr: 0.01 train loss: 8.7659 val loss: 3.9724 Epoch 2/100 ---------- lr: 0.01 train loss: 4.2979 val loss: 3.4730 Epoch 3/100 ---------- lr: 0.01 train loss: 3.4562 val loss: 2.4176 Epoch 4/100 ---------- lr: 0.01 train loss: 2.9928 val loss: 2.2983 Epoch 5/100 ---------- lr: 0.01 train loss: 2.4437 val loss: 2.1722 Epoch 6/100 ---------- lr: 0.01 train loss: 2.1804 val loss: 1.7485 Epoch 7/100 ---------- lr: 0.01 train loss: 2.1244 val loss: 1.3140 Epoch 8/100 ---------- lr: 0.01 train loss: 2.8494 val loss: 4.3463 Epoch 9/100 ---------- lr: 0.01 train loss: 3.5643 val loss: 2.3246 Epoch 10/100 ---------- lr: 0.01 train loss: 2.8894 val loss: 4.7267 Epoch 11/100 ---------- lr: 0.01 train loss: 9.0680 val loss: 10.2868 Epoch 12/100 ---------- lr: 0.01 train loss: 8.6618 val loss: 8.5810 Epoch 13/100 ---------- lr: 0.01 train loss: 6.9662 val loss: 5.2302 Epoch 14/100 ---------- lr: 0.01 train loss: 5.8077 val loss: 5.8695 Epoch 15/100 ---------- lr: 0.01 train loss: 9.4487 val loss: 8.2028 Epoch 16/100 ---------- lr: 0.01 train loss: 9.2667 val loss: 7.9346 Epoch 17/100 ---------- lr: 0.01 train loss: 9.2406 val loss: 7.5630 Epoch 18/100 ---------- lr: 0.01 train loss: 9.8993 val loss: 8.4504 Epoch 19/100 ---------- lr: 0.01 train loss: 10.0811 val loss: 7.2069 Epoch 20/100 ---------- lr: 0.01 train loss: 8.0715 val loss: 6.7185 Epoch 21/100 ---------- lr: 0.01 train loss: 8.2172 val loss: 7.1763 Epoch 22/100 ---------- lr: 0.01 train loss: 7.7298 val loss: 6.2585 Epoch 23/100 ---------- lr: 0.01 train loss: 6.9572 val loss: 5.8231 Epoch 24/100 ---------- lr: 0.01 train loss: 7.8914 val loss: 7.5071 Epoch 25/100 ---------- lr: 0.01 train loss: 8.1410 val loss: 6.8222 Epoch 26/100 ---------- lr: 0.01 train loss: 8.4690 val loss: 7.6057 Epoch 27/100 ---------- lr: 0.01 train loss: 7.7643 val loss: 6.5144 Epoch 28/100 ---------- lr: 0.01 train loss: 6.9610 val loss: 6.6317 Epoch 29/100 ---------- lr: 0.005 train loss: 6.2472 val loss: 5.3675 Epoch 30/100 ---------- lr: 0.005 train loss: 5.8411 val loss: 5.7084 Epoch 31/100 ---------- lr: 0.005 train loss: 5.6222 val loss: 5.3132 Epoch 32/100 ---------- lr: 0.005 train loss: 5.5642 val loss: 5.0265 Epoch 33/100 ---------- lr: 0.005 train loss: 5.3882 val loss: 4.8471 Epoch 34/100 ---------- lr: 0.005 train loss: 5.1073 val loss: 4.6953 Epoch 35/100 ---------- lr: 0.005 train loss: 5.0861 val loss: 4.6612 Epoch 36/100 ---------- lr: 0.005 train loss: 4.9541 val loss: 4.5232 Epoch 37/100 ---------- lr: 0.005 train loss: 4.8495 val loss: 4.4043 Epoch 38/100 ---------- lr: 0.005 train loss: 4.7989 val loss: 4.4730 Epoch 39/100 ---------- lr: 0.005 train loss: 4.7248 val loss: 4.1140 Epoch 40/100 ---------- lr: 0.005 train loss: 4.6361 val loss: 4.2170 Epoch 41/100 ---------- lr: 0.005 train loss: 4.7272 val loss: 4.4410 Epoch 42/100 ---------- lr: 0.005 train loss: 4.7228 val loss: 4.4632 Epoch 43/100 ---------- lr: 0.005 train loss: 4.8213 val loss: 4.5216 Epoch 44/100 ---------- lr: 0.005 train loss: 4.7222 val loss: 4.4460 Epoch 45/100 ---------- lr: 0.005 train loss: 4.7551 val loss: 4.3940 Epoch 46/100 ---------- lr: 0.005 train loss: 4.7693 val loss: 4.1129 Epoch 47/100 ---------- lr: 0.005 train loss: 4.7022 val loss: 4.3208 Epoch 48/100 ---------- lr: 0.005 train loss: 4.5485 val loss: 4.2502 Epoch 49/100 ---------- lr: 0.005 train loss: 4.6159 val loss: 4.1419 Epoch 50/100 ---------- lr: 0.0025 train loss: 4.2652 val loss: 3.7815 Epoch 51/100 ---------- lr: 0.0025 train loss: 4.1985 val loss: 3.9016 Epoch 52/100 ---------- lr: 0.0025 train loss: 4.1491 val loss: 3.6177 Epoch 53/100 ---------- lr: 0.0025 train loss: 4.3046 val loss: 4.0830 Epoch 54/100 ---------- lr: 0.0025 train loss: 4.3788 val loss: 3.9105 Epoch 55/100 ---------- lr: 0.0025 train loss: 4.2376 val loss: 4.0418 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.1709 val loss: 3.8514 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.1084 val loss: 3.6858 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.0474 val loss: 3.6331 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.9765 val loss: 3.6102 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.8913 val loss: 3.6818 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.8988 val loss: 3.6264 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.8417 val loss: 3.6181 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.8607 val loss: 3.4890 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.8368 val loss: 3.5511 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.8528 val loss: 3.7368 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.9292 val loss: 3.6522 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.9005 val loss: 3.3050 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.8856 val loss: 3.5817 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.9004 val loss: 3.4232 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.8293 val loss: 3.4198 Epoch 71/100 ---------- lr: 0.00125 train loss: 3.6735 val loss: 3.4028 Epoch 72/100 ---------- lr: 0.00125 train loss: 3.5807 val loss: 3.3955 Epoch 73/100 ---------- lr: 0.00125 train loss: 3.5810 val loss: 3.4285 Epoch 74/100 ---------- lr: 0.00125 train loss: 3.5114 val loss: 3.2792 Epoch 75/100 ---------- lr: 0.00125 train loss: 3.4959 val loss: 3.3473 Epoch 76/100 ---------- lr: 0.00125 train loss: 3.4462 val loss: 3.3335 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.4438 val loss: 3.2871 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.4582 val loss: 3.2608 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.4315 val loss: 3.2890 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.4109 val loss: 3.3013 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.4314 val loss: 3.2822 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.4628 val loss: 3.2752 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.4409 val loss: 3.3097 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.4390 val loss: 3.4317 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.3785 val loss: 3.3004 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.4075 val loss: 3.3264 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.4257 val loss: 3.2457 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.3737 val loss: 3.3367 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.3402 val loss: 3.3578 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.3204 val loss: 3.3494 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.3661 val loss: 3.2429 Epoch 92/100 ---------- lr: 0.000625 train loss: 3.2790 val loss: 3.2656 Epoch 93/100 ---------- lr: 0.000625 train loss: 3.2571 val loss: 3.1970 Epoch 94/100 ---------- lr: 0.000625 train loss: 3.2482 val loss: 3.1775 Epoch 95/100 ---------- lr: 0.000625 train loss: 3.2533 val loss: 3.2374 Epoch 96/100 ---------- lr: 0.000625 train loss: 3.2434 val loss: 3.2112 Epoch 97/100 ---------- lr: 0.000625 train loss: 3.2194 val loss: 3.2828 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.2018 val loss: 3.2438 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.2159 val loss: 3.4279 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.1990 val loss: 3.2410 Training complete in 22m 26s Best val loss: 1.3140 at epoch 7 Val MSE at best epoch: 0.5439