Epoch 1/100 ---------- lr: 0.001 train loss: 31.6207 val loss: 6.4732 Epoch 2/100 ---------- lr: 0.001 train loss: 6.8942 val loss: 5.6311 Epoch 3/100 ---------- lr: 0.001 train loss: 5.4593 val loss: 4.1965 Epoch 4/100 ---------- lr: 0.001 train loss: 5.0713 val loss: 4.0436 Epoch 5/100 ---------- lr: 0.001 train loss: 4.2537 val loss: 3.5186 Epoch 6/100 ---------- lr: 0.001 train loss: 3.9949 val loss: 3.6717 Epoch 7/100 ---------- lr: 0.001 train loss: 3.6977 val loss: 2.7316 Epoch 8/100 ---------- lr: 0.001 train loss: 3.3784 val loss: 2.8238 Epoch 9/100 ---------- lr: 0.001 train loss: 3.0851 val loss: 2.2699 Epoch 10/100 ---------- lr: 0.001 train loss: 2.8194 val loss: 2.3427 Epoch 11/100 ---------- lr: 0.001 train loss: 2.6852 val loss: 1.9465 Epoch 12/100 ---------- lr: 0.001 train loss: 2.5559 val loss: 2.0074 Epoch 13/100 ---------- lr: 0.001 train loss: 2.5278 val loss: 1.8709 Epoch 14/100 ---------- lr: 0.001 train loss: 2.4164 val loss: 1.6563 Epoch 15/100 ---------- lr: 0.001 train loss: 2.1763 val loss: 1.8108 Epoch 16/100 ---------- lr: 0.001 train loss: 2.2926 val loss: 1.9788 Epoch 17/100 ---------- lr: 0.001 train loss: 2.2732 val loss: 1.5197 Epoch 18/100 ---------- lr: 0.001 train loss: 1.9319 val loss: 1.3095 Epoch 19/100 ---------- lr: 0.001 train loss: 1.7812 val loss: 1.2291 Epoch 20/100 ---------- lr: 0.001 train loss: 1.7415 val loss: 1.1144 Epoch 21/100 ---------- lr: 0.001 train loss: 1.6645 val loss: 1.1305 Epoch 22/100 ---------- lr: 0.001 train loss: 1.6652 val loss: 1.0874 Epoch 23/100 ---------- lr: 0.001 train loss: 1.5377 val loss: 1.0428 Epoch 24/100 ---------- lr: 0.001 train loss: 1.4666 val loss: 0.9977 Epoch 25/100 ---------- lr: 0.001 train loss: 1.5125 val loss: 1.0377 Epoch 26/100 ---------- lr: 0.001 train loss: 1.4745 val loss: 0.8622 Epoch 27/100 ---------- lr: 0.001 train loss: 1.3442 val loss: 0.7912 Epoch 28/100 ---------- lr: 0.001 train loss: 1.4481 val loss: 0.9537 Epoch 29/100 ---------- lr: 0.001 train loss: 1.3469 val loss: 0.7771 Epoch 30/100 ---------- lr: 0.001 train loss: 1.2644 val loss: 0.7279 Epoch 31/100 ---------- lr: 0.001 train loss: 1.2424 val loss: 0.6823 Epoch 32/100 ---------- lr: 0.001 train loss: 1.3276 val loss: 0.8914 Epoch 33/100 ---------- lr: 0.001 train loss: 1.2814 val loss: 0.6900 Epoch 34/100 ---------- lr: 0.001 train loss: 1.2009 val loss: 0.6766 Epoch 35/100 ---------- lr: 0.001 train loss: 1.1700 val loss: 0.6085 Epoch 36/100 ---------- lr: 0.001 train loss: 1.0925 val loss: 0.6240 Epoch 37/100 ---------- lr: 0.001 train loss: 1.0864 val loss: 0.5863 Epoch 38/100 ---------- lr: 0.001 train loss: 1.1130 val loss: 0.6721 Epoch 39/100 ---------- lr: 0.001 train loss: 1.0834 val loss: 0.6187 Epoch 40/100 ---------- lr: 0.001 train loss: 1.1806 val loss: 0.8129 Epoch 41/100 ---------- lr: 0.001 train loss: 1.3375 val loss: 0.7872 Epoch 42/100 ---------- lr: 0.001 train loss: 1.1071 val loss: 0.5459 Epoch 43/100 ---------- lr: 0.001 train loss: 0.9991 val loss: 0.5020 Epoch 44/100 ---------- lr: 0.001 train loss: 1.0073 val loss: 0.4851 Epoch 45/100 ---------- lr: 0.001 train loss: 0.9770 val loss: 0.4995 Epoch 46/100 ---------- lr: 0.001 train loss: 0.9904 val loss: 0.5186 Epoch 47/100 ---------- lr: 0.001 train loss: 0.9810 val loss: 0.4848 Epoch 48/100 ---------- lr: 0.001 train loss: 1.0118 val loss: 0.5505 Epoch 49/100 ---------- lr: 0.001 train loss: 1.0329 val loss: 0.4890 Epoch 50/100 ---------- lr: 0.001 train loss: 0.9456 val loss: 0.4768 Epoch 51/100 ---------- lr: 0.001 train loss: 0.9325 val loss: 0.4488 Epoch 52/100 ---------- lr: 0.001 train loss: 0.9950 val loss: 0.7664 Epoch 53/100 ---------- lr: 0.001 train loss: 0.9799 val loss: 0.4450 Epoch 54/100 ---------- lr: 0.001 train loss: 0.9212 val loss: 0.4375 Epoch 55/100 ---------- lr: 0.001 train loss: 0.8936 val loss: 0.4556 Epoch 56/100 ---------- lr: 0.001 train loss: 1.1377 val loss: 0.6590 Epoch 57/100 ---------- lr: 0.001 train loss: 0.9592 val loss: 0.4218 Epoch 58/100 ---------- lr: 0.001 train loss: 0.8687 val loss: 0.3737 Epoch 59/100 ---------- lr: 0.001 train loss: 0.8662 val loss: 0.3978 Epoch 60/100 ---------- lr: 0.001 train loss: 0.8780 val loss: 0.4412 Epoch 61/100 ---------- lr: 0.001 train loss: 0.8719 val loss: 0.4125 Epoch 62/100 ---------- lr: 0.001 train loss: 0.8641 val loss: 0.4734 Epoch 63/100 ---------- lr: 0.001 train loss: 0.9922 val loss: 0.5705 Epoch 64/100 ---------- lr: 0.001 train loss: 0.9914 val loss: 0.4272 Epoch 65/100 ---------- lr: 0.001 train loss: 0.8554 val loss: 0.3777 Epoch 66/100 ---------- lr: 0.001 train loss: 0.8392 val loss: 0.3663 Epoch 67/100 ---------- lr: 0.001 train loss: 0.8308 val loss: 0.3825 Epoch 68/100 ---------- lr: 0.001 train loss: 0.8362 val loss: 0.3740 Epoch 69/100 ---------- lr: 0.001 train loss: 0.8240 val loss: 0.3496 Epoch 70/100 ---------- lr: 0.001 train loss: 0.8213 val loss: 0.4088 Epoch 71/100 ---------- lr: 0.001 train loss: 0.8986 val loss: 0.5133 Epoch 72/100 ---------- lr: 0.001 train loss: 0.8736 val loss: 0.4097 Epoch 73/100 ---------- lr: 0.001 train loss: 0.8170 val loss: 0.3493 Epoch 74/100 ---------- lr: 0.001 train loss: 0.8772 val loss: 0.3509 Epoch 75/100 ---------- lr: 0.001 train loss: 0.8039 val loss: 0.3399 Epoch 76/100 ---------- lr: 0.001 train loss: 0.8092 val loss: 0.3551 Epoch 77/100 ---------- lr: 0.001 train loss: 0.7937 val loss: 0.3645 Epoch 78/100 ---------- lr: 0.001 train loss: 0.8101 val loss: 0.3676 Epoch 79/100 ---------- lr: 0.001 train loss: 0.7944 val loss: 0.3590 Epoch 80/100 ---------- lr: 0.001 train loss: 0.8002 val loss: 0.3278 Epoch 81/100 ---------- lr: 0.001 train loss: 0.8329 val loss: 0.3977 Epoch 82/100 ---------- lr: 0.001 train loss: 0.8209 val loss: 0.3225 Epoch 83/100 ---------- lr: 0.001 train loss: 0.7775 val loss: 0.3127 Epoch 84/100 ---------- lr: 0.001 train loss: 0.7939 val loss: 0.3081 Epoch 85/100 ---------- lr: 0.001 train loss: 0.7678 val loss: 0.3434 Epoch 86/100 ---------- lr: 0.001 train loss: 0.7777 val loss: 0.3126 Epoch 87/100 ---------- lr: 0.001 train loss: 0.7696 val loss: 0.3791 Epoch 88/100 ---------- lr: 0.001 train loss: 0.8012 val loss: 0.3146 Epoch 89/100 ---------- lr: 0.001 train loss: 0.8197 val loss: 0.3450 Epoch 90/100 ---------- lr: 0.001 train loss: 0.7582 val loss: 0.3069 Epoch 91/100 ---------- lr: 0.001 train loss: 0.7596 val loss: 0.3329 Epoch 92/100 ---------- lr: 0.001 train loss: 0.7600 val loss: 0.3252 Epoch 93/100 ---------- lr: 0.001 train loss: 0.7610 val loss: 0.3682 Epoch 94/100 ---------- lr: 0.001 train loss: 0.7521 val loss: 0.2899 Epoch 95/100 ---------- lr: 0.001 train loss: 0.7898 val loss: 0.3074 Epoch 96/100 ---------- lr: 0.001 train loss: 0.7409 val loss: 0.3114 Epoch 97/100 ---------- lr: 0.001 train loss: 0.7907 val loss: 0.3426 Epoch 98/100 ---------- lr: 0.001 train loss: 0.7629 val loss: 0.3376 Epoch 99/100 ---------- lr: 0.001 train loss: 0.7436 val loss: 0.3197 Epoch 100/100 ---------- lr: 0.001 train loss: 0.7340 val loss: 0.3316 Training complete in 11m 44s Best val loss: 0.2899 at epoch 94 Val MSE at best epoch: 0.1027