Epoch 1/100 ---------- lr: 0.005 train loss: 9.2726 val loss: 3.6744 Epoch 2/100 ---------- lr: 0.005 train loss: 4.2410 val loss: 2.8604 Epoch 3/100 ---------- lr: 0.005 train loss: 3.5703 val loss: 2.3966 Epoch 4/100 ---------- lr: 0.005 train loss: 3.0711 val loss: 2.2624 Epoch 5/100 ---------- lr: 0.005 train loss: 2.8517 val loss: 2.0237 Epoch 6/100 ---------- lr: 0.005 train loss: 2.4876 val loss: 1.9069 Epoch 7/100 ---------- lr: 0.005 train loss: 2.3305 val loss: 2.2038 Epoch 8/100 ---------- lr: 0.005 train loss: 2.2146 val loss: 1.3003 Epoch 9/100 ---------- lr: 0.005 train loss: 2.0545 val loss: 1.2524 Epoch 10/100 ---------- lr: 0.005 train loss: 1.8789 val loss: 1.0979 Epoch 11/100 ---------- lr: 0.005 train loss: 1.6203 val loss: 0.9179 Epoch 12/100 ---------- lr: 0.005 train loss: 1.6153 val loss: 0.9315 Epoch 13/100 ---------- lr: 0.005 train loss: 1.6372 val loss: 0.8343 Epoch 14/100 ---------- lr: 0.005 train loss: 1.3962 val loss: 0.7953 Epoch 15/100 ---------- lr: 0.005 train loss: 1.3007 val loss: 0.7253 Epoch 16/100 ---------- lr: 0.005 train loss: 1.3232 val loss: 0.6887 Epoch 17/100 ---------- lr: 0.005 train loss: 1.2756 val loss: 1.0069 Epoch 18/100 ---------- lr: 0.005 train loss: 1.4330 val loss: 1.3635 Epoch 19/100 ---------- lr: 0.005 train loss: 1.4298 val loss: 0.7319 Epoch 20/100 ---------- lr: 0.005 train loss: 1.2605 val loss: 0.8247 Epoch 21/100 ---------- lr: 0.005 train loss: 1.2436 val loss: 0.6900 Epoch 22/100 ---------- lr: 0.005 train loss: 1.1429 val loss: 1.0721 Epoch 23/100 ---------- lr: 0.005 train loss: 1.2047 val loss: 0.7279 Epoch 24/100 ---------- lr: 0.005 train loss: 1.1901 val loss: 0.5353 Epoch 25/100 ---------- lr: 0.005 train loss: 1.0218 val loss: 0.4424 Epoch 26/100 ---------- lr: 0.005 train loss: 0.9956 val loss: 0.6112 Epoch 27/100 ---------- lr: 0.005 train loss: 0.9773 val loss: 0.4483 Epoch 28/100 ---------- lr: 0.005 train loss: 0.9652 val loss: 0.4464 Epoch 29/100 ---------- lr: 0.005 train loss: 1.2640 val loss: 0.8992 Epoch 30/100 ---------- lr: 0.005 train loss: 1.1208 val loss: 0.4800 Epoch 31/100 ---------- lr: 0.005 train loss: 0.9428 val loss: 0.4134 Epoch 32/100 ---------- lr: 0.005 train loss: 0.9162 val loss: 0.5006 Epoch 33/100 ---------- lr: 0.005 train loss: 0.9183 val loss: 0.4423 Epoch 34/100 ---------- lr: 0.005 train loss: 1.1568 val loss: 0.5238 Epoch 35/100 ---------- lr: 0.005 train loss: 0.9611 val loss: 0.3841 Epoch 36/100 ---------- lr: 0.005 train loss: 0.8505 val loss: 0.3991 Epoch 37/100 ---------- lr: 0.005 train loss: 0.8450 val loss: 0.4648 Epoch 38/100 ---------- lr: 0.005 train loss: 0.8510 val loss: 0.3706 Epoch 39/100 ---------- lr: 0.005 train loss: 0.8448 val loss: 0.4228 Epoch 40/100 ---------- lr: 0.005 train loss: 1.0039 val loss: 0.7249 Epoch 41/100 ---------- lr: 0.005 train loss: 1.1439 val loss: 0.6595 Epoch 42/100 ---------- lr: 0.005 train loss: 1.0020 val loss: 0.4678 Epoch 43/100 ---------- lr: 0.005 train loss: 0.8338 val loss: 0.3211 Epoch 44/100 ---------- lr: 0.005 train loss: 0.8015 val loss: 0.3652 Epoch 45/100 ---------- lr: 0.005 train loss: 0.8451 val loss: 0.3262 Epoch 46/100 ---------- lr: 0.005 train loss: 0.8042 val loss: 0.4006 Epoch 47/100 ---------- lr: 0.005 train loss: 0.8283 val loss: 0.3361 Epoch 48/100 ---------- lr: 0.005 train loss: 0.7987 val loss: 0.3161 Epoch 49/100 ---------- lr: 0.005 train loss: 0.7849 val loss: 0.3005 Epoch 50/100 ---------- lr: 0.005 train loss: 0.8064 val loss: 0.4414 Epoch 51/100 ---------- lr: 0.005 train loss: 0.9925 val loss: 0.4101 Epoch 52/100 ---------- lr: 0.005 train loss: 0.9737 val loss: 0.4502 Epoch 53/100 ---------- lr: 0.005 train loss: 0.8316 val loss: 0.3618 Epoch 54/100 ---------- lr: 0.005 train loss: 0.7991 val loss: 0.3259 Epoch 55/100 ---------- lr: 0.005 train loss: 0.7521 val loss: 0.2751 Epoch 56/100 ---------- lr: 0.005 train loss: 0.7533 val loss: 0.3407 Epoch 57/100 ---------- lr: 0.005 train loss: 0.7852 val loss: 0.4205 Epoch 58/100 ---------- lr: 0.005 train loss: 0.9287 val loss: 0.4195 Epoch 59/100 ---------- lr: 0.005 train loss: 0.7856 val loss: 0.3337 Epoch 60/100 ---------- lr: 0.005 train loss: 0.7520 val loss: 0.2877 Epoch 61/100 ---------- lr: 0.005 train loss: 0.7344 val loss: 0.2603 Epoch 62/100 ---------- lr: 0.005 train loss: 0.7383 val loss: 0.3279 Epoch 63/100 ---------- lr: 0.005 train loss: 0.7866 val loss: 0.3681 Epoch 64/100 ---------- lr: 0.005 train loss: 0.8763 val loss: 0.4338 Epoch 65/100 ---------- lr: 0.005 train loss: 0.7949 val loss: 0.3896 Epoch 66/100 ---------- lr: 0.005 train loss: 0.7403 val loss: 0.2978 Epoch 67/100 ---------- lr: 0.005 train loss: 0.7374 val loss: 0.2769 Epoch 68/100 ---------- lr: 0.005 train loss: 0.8018 val loss: 0.4426 Epoch 69/100 ---------- lr: 0.005 train loss: 0.7808 val loss: 0.2753 Epoch 70/100 ---------- lr: 0.005 train loss: 0.7128 val loss: 0.2988 Epoch 71/100 ---------- lr: 0.005 train loss: 0.7377 val loss: 0.3342 Epoch 72/100 ---------- lr: 0.005 train loss: 0.7617 val loss: 0.3002 Epoch 73/100 ---------- lr: 0.005 train loss: 0.7686 val loss: 0.3563 Epoch 74/100 ---------- lr: 0.005 train loss: 0.7366 val loss: 0.2584 Epoch 75/100 ---------- lr: 0.005 train loss: 0.7093 val loss: 0.2888 Epoch 76/100 ---------- lr: 0.005 train loss: 0.6972 val loss: 0.2583 Epoch 77/100 ---------- lr: 0.005 train loss: 0.7085 val loss: 0.3652 Epoch 78/100 ---------- lr: 0.005 train loss: 0.8599 val loss: 0.3971 Epoch 79/100 ---------- lr: 0.005 train loss: 0.7656 val loss: 0.2706 Epoch 80/100 ---------- lr: 0.005 train loss: 0.6924 val loss: 0.2445 Epoch 81/100 ---------- lr: 0.005 train loss: 0.6913 val loss: 0.3199 Epoch 82/100 ---------- lr: 0.005 train loss: 0.8096 val loss: 0.3157 Epoch 83/100 ---------- lr: 0.005 train loss: 0.6992 val loss: 0.2467 Epoch 84/100 ---------- lr: 0.005 train loss: 0.7147 val loss: 0.2444 Epoch 85/100 ---------- lr: 0.005 train loss: 0.6964 val loss: 0.2800 Epoch 86/100 ---------- lr: 0.005 train loss: 0.6909 val loss: 0.2337 Epoch 87/100 ---------- lr: 0.005 train loss: 0.7687 val loss: 0.5887 Epoch 88/100 ---------- lr: 0.005 train loss: 0.7987 val loss: 0.3920 Epoch 89/100 ---------- lr: 0.005 train loss: 0.7009 val loss: 0.2195 Epoch 90/100 ---------- lr: 0.005 train loss: 0.6707 val loss: 0.2476 Epoch 91/100 ---------- lr: 0.005 train loss: 0.7104 val loss: 0.2650 Epoch 92/100 ---------- lr: 0.005 train loss: 0.7994 val loss: 0.3267 Epoch 93/100 ---------- lr: 0.005 train loss: 0.6902 val loss: 0.2463 Epoch 94/100 ---------- lr: 0.005 train loss: 0.6757 val loss: 0.2779 Epoch 95/100 ---------- lr: 0.005 train loss: 0.6715 val loss: 0.2401 Epoch 96/100 ---------- lr: 0.005 train loss: 0.8388 val loss: 0.4156 Epoch 97/100 ---------- lr: 0.005 train loss: 0.8494 val loss: 0.3039 Epoch 98/100 ---------- lr: 0.005 train loss: 0.6813 val loss: 0.2164 Epoch 99/100 ---------- lr: 0.005 train loss: 0.6514 val loss: 0.2146 Epoch 100/100 ---------- lr: 0.005 train loss: 0.6574 val loss: 0.2306 Training complete in 7m 39s Best val loss: 0.2146 at epoch 99 Val MSE at best epoch: 0.0880