Epoch 1/100 ---------- lr: 0.001 train loss: 34.3842 val loss: 5.8485 Epoch 2/100 ---------- lr: 0.001 train loss: 6.6493 val loss: 4.5866 Epoch 3/100 ---------- lr: 0.001 train loss: 5.1882 val loss: 3.4660 Epoch 4/100 ---------- lr: 0.001 train loss: 4.5016 val loss: 3.2509 Epoch 5/100 ---------- lr: 0.001 train loss: 4.0450 val loss: 2.6199 Epoch 6/100 ---------- lr: 0.001 train loss: 3.5292 val loss: 2.4047 Epoch 7/100 ---------- lr: 0.001 train loss: 3.2998 val loss: 2.1463 Epoch 8/100 ---------- lr: 0.001 train loss: 3.1390 val loss: 2.4347 Epoch 9/100 ---------- lr: 0.001 train loss: 3.0709 val loss: 1.7293 Epoch 10/100 ---------- lr: 0.001 train loss: 2.8714 val loss: 2.0344 Epoch 11/100 ---------- lr: 0.001 train loss: 2.7229 val loss: 1.6143 Epoch 12/100 ---------- lr: 0.001 train loss: 2.4532 val loss: 1.5779 Epoch 13/100 ---------- lr: 0.001 train loss: 2.5242 val loss: 1.5206 Epoch 14/100 ---------- lr: 0.001 train loss: 2.3679 val loss: 1.2869 Epoch 15/100 ---------- lr: 0.001 train loss: 2.3402 val loss: 1.3954 Epoch 16/100 ---------- lr: 0.001 train loss: 2.1254 val loss: 1.1119 Epoch 17/100 ---------- lr: 0.001 train loss: 2.0055 val loss: 1.0689 Epoch 18/100 ---------- lr: 0.001 train loss: 1.9536 val loss: 1.1522 Epoch 19/100 ---------- lr: 0.001 train loss: 1.9554 val loss: 0.9622 Epoch 20/100 ---------- lr: 0.001 train loss: 1.8445 val loss: 0.9586 Epoch 21/100 ---------- lr: 0.001 train loss: 1.8727 val loss: 0.9884 Epoch 22/100 ---------- lr: 0.001 train loss: 1.7383 val loss: 0.7748 Epoch 23/100 ---------- lr: 0.001 train loss: 1.9709 val loss: 1.1447 Epoch 24/100 ---------- lr: 0.001 train loss: 1.7881 val loss: 0.8243 Epoch 25/100 ---------- lr: 0.001 train loss: 1.6131 val loss: 0.7361 Epoch 26/100 ---------- lr: 0.001 train loss: 1.5900 val loss: 0.7271 Epoch 27/100 ---------- lr: 0.001 train loss: 2.0340 val loss: 1.1860 Epoch 28/100 ---------- lr: 0.001 train loss: 1.7636 val loss: 0.7112 Epoch 29/100 ---------- lr: 0.001 train loss: 1.5383 val loss: 0.6489 Epoch 30/100 ---------- lr: 0.001 train loss: 1.4856 val loss: 0.6006 Epoch 31/100 ---------- lr: 0.001 train loss: 1.4789 val loss: 0.6983 Epoch 32/100 ---------- lr: 0.001 train loss: 1.4390 val loss: 0.5974 Epoch 33/100 ---------- lr: 0.001 train loss: 1.4659 val loss: 0.6480 Epoch 34/100 ---------- lr: 0.001 train loss: 1.5056 val loss: 0.5761 Epoch 35/100 ---------- lr: 0.001 train loss: 1.3775 val loss: 0.5601 Epoch 36/100 ---------- lr: 0.001 train loss: 1.4231 val loss: 0.5599 Epoch 37/100 ---------- lr: 0.001 train loss: 1.4025 val loss: 0.5695 Epoch 38/100 ---------- lr: 0.001 train loss: 1.5636 val loss: 1.0697 Epoch 39/100 ---------- lr: 0.001 train loss: 1.4312 val loss: 0.5642 Epoch 40/100 ---------- lr: 0.001 train loss: 1.3138 val loss: 0.5609 Epoch 41/100 ---------- lr: 0.001 train loss: 1.2948 val loss: 0.5088 Epoch 42/100 ---------- lr: 0.001 train loss: 1.2707 val loss: 0.4663 Epoch 43/100 ---------- lr: 0.001 train loss: 1.3151 val loss: 0.4821 Epoch 44/100 ---------- lr: 0.001 train loss: 1.2599 val loss: 0.4615 Epoch 45/100 ---------- lr: 0.001 train loss: 1.2469 val loss: 0.4751 Epoch 46/100 ---------- lr: 0.001 train loss: 1.2434 val loss: 0.5012 Epoch 47/100 ---------- lr: 0.001 train loss: 1.3255 val loss: 0.6366 Epoch 48/100 ---------- lr: 0.001 train loss: 1.5968 val loss: 0.8266 Epoch 49/100 ---------- lr: 0.001 train loss: 1.3265 val loss: 0.4352 Epoch 50/100 ---------- lr: 0.001 train loss: 1.2162 val loss: 0.4074 Epoch 51/100 ---------- lr: 0.001 train loss: 1.1781 val loss: 0.3901 Epoch 52/100 ---------- lr: 0.001 train loss: 1.3716 val loss: 0.6311 Epoch 53/100 ---------- lr: 0.001 train loss: 1.2702 val loss: 0.3954 Epoch 54/100 ---------- lr: 0.001 train loss: 1.1641 val loss: 0.3692 Epoch 55/100 ---------- lr: 0.001 train loss: 1.1483 val loss: 0.3589 Epoch 56/100 ---------- lr: 0.001 train loss: 1.1628 val loss: 0.4321 Epoch 57/100 ---------- lr: 0.001 train loss: 1.1879 val loss: 0.3755 Epoch 58/100 ---------- lr: 0.001 train loss: 1.2235 val loss: 0.4059 Epoch 59/100 ---------- lr: 0.001 train loss: 1.1581 val loss: 0.4054 Epoch 60/100 ---------- lr: 0.001 train loss: 1.1950 val loss: 0.3703 Epoch 61/100 ---------- lr: 0.001 train loss: 1.1267 val loss: 0.3432 Epoch 62/100 ---------- lr: 0.001 train loss: 1.2363 val loss: 0.6912 Epoch 63/100 ---------- lr: 0.001 train loss: 1.2864 val loss: 0.4220 Epoch 64/100 ---------- lr: 0.001 train loss: 1.2620 val loss: 0.5559 Epoch 65/100 ---------- lr: 0.001 train loss: 1.1832 val loss: 0.3433 Epoch 66/100 ---------- lr: 0.001 train loss: 1.1379 val loss: 0.4699 Epoch 67/100 ---------- lr: 0.001 train loss: 1.1501 val loss: 0.3403 Epoch 68/100 ---------- lr: 0.001 train loss: 1.0987 val loss: 0.3497 Epoch 69/100 ---------- lr: 0.001 train loss: 1.0907 val loss: 0.3383 Epoch 70/100 ---------- lr: 0.001 train loss: 1.0976 val loss: 0.3332 Epoch 71/100 ---------- lr: 0.001 train loss: 1.1068 val loss: 0.3194 Epoch 72/100 ---------- lr: 0.001 train loss: 1.1184 val loss: 0.4112 Epoch 73/100 ---------- lr: 0.001 train loss: 1.0938 val loss: 0.3103 Epoch 74/100 ---------- lr: 0.001 train loss: 1.0866 val loss: 0.3386 Epoch 75/100 ---------- lr: 0.001 train loss: 1.0943 val loss: 0.3078 Epoch 76/100 ---------- lr: 0.001 train loss: 1.0727 val loss: 0.3198 Epoch 77/100 ---------- lr: 0.001 train loss: 1.0870 val loss: 0.3028 Epoch 78/100 ---------- lr: 0.001 train loss: 1.1545 val loss: 0.3284 Epoch 79/100 ---------- lr: 0.001 train loss: 1.0766 val loss: 0.3537 Epoch 80/100 ---------- lr: 0.001 train loss: 1.1048 val loss: 0.2972 Epoch 81/100 ---------- lr: 0.001 train loss: 1.0697 val loss: 0.2734 Epoch 82/100 ---------- lr: 0.001 train loss: 1.0543 val loss: 0.2765 Epoch 83/100 ---------- lr: 0.001 train loss: 1.0410 val loss: 0.2656 Epoch 84/100 ---------- lr: 0.001 train loss: 1.0390 val loss: 0.2821 Epoch 85/100 ---------- lr: 0.001 train loss: 1.0782 val loss: 0.3159 Epoch 86/100 ---------- lr: 0.001 train loss: 1.0378 val loss: 0.2795 Epoch 87/100 ---------- lr: 0.001 train loss: 1.0528 val loss: 0.3035 Epoch 88/100 ---------- lr: 0.001 train loss: 1.0484 val loss: 0.3223 Epoch 89/100 ---------- lr: 0.001 train loss: 1.0633 val loss: 0.2813 Epoch 90/100 ---------- lr: 0.001 train loss: 1.0327 val loss: 0.2636 Epoch 91/100 ---------- lr: 0.001 train loss: 1.1022 val loss: 0.3616 Epoch 92/100 ---------- lr: 0.001 train loss: 1.0413 val loss: 0.2752 Epoch 93/100 ---------- lr: 0.001 train loss: 1.0130 val loss: 0.2470 Epoch 94/100 ---------- lr: 0.001 train loss: 1.0081 val loss: 0.2692 Epoch 95/100 ---------- lr: 0.001 train loss: 1.0116 val loss: 0.2867 Epoch 96/100 ---------- lr: 0.001 train loss: 1.0381 val loss: 0.2876 Epoch 97/100 ---------- lr: 0.001 train loss: 1.0226 val loss: 0.2581 Epoch 98/100 ---------- lr: 0.001 train loss: 1.1384 val loss: 0.8885 Epoch 99/100 ---------- lr: 0.001 train loss: 1.1552 val loss: 0.3067 Epoch 100/100 ---------- lr: 0.001 train loss: 1.0176 val loss: 0.2456 Training complete in 16m 6s Best val loss: 0.2456 at epoch 100 Val MSE at best epoch: 0.0882