Epoch 1/100 ---------- lr: 0.001 train loss: 31.3124 val loss: 7.1136 Epoch 2/100 ---------- lr: 0.001 train loss: 6.7440 val loss: 4.9287 Epoch 3/100 ---------- lr: 0.001 train loss: 5.4143 val loss: 4.2515 Epoch 4/100 ---------- lr: 0.001 train loss: 4.8719 val loss: 4.0322 Epoch 5/100 ---------- lr: 0.001 train loss: 4.1384 val loss: 3.3259 Epoch 6/100 ---------- lr: 0.001 train loss: 3.8433 val loss: 3.2892 Epoch 7/100 ---------- lr: 0.001 train loss: 3.4717 val loss: 2.5825 Epoch 8/100 ---------- lr: 0.001 train loss: 3.0555 val loss: 2.3594 Epoch 9/100 ---------- lr: 0.001 train loss: 2.8353 val loss: 2.3843 Epoch 10/100 ---------- lr: 0.001 train loss: 2.6377 val loss: 2.2157 Epoch 11/100 ---------- lr: 0.001 train loss: 2.6031 val loss: 2.0341 Epoch 12/100 ---------- lr: 0.001 train loss: 2.3680 val loss: 1.9224 Epoch 13/100 ---------- lr: 0.001 train loss: 2.3045 val loss: 1.9077 Epoch 14/100 ---------- lr: 0.001 train loss: 2.0119 val loss: 1.5928 Epoch 15/100 ---------- lr: 0.001 train loss: 2.0266 val loss: 1.7353 Epoch 16/100 ---------- lr: 0.001 train loss: 1.8505 val loss: 1.4816 Epoch 17/100 ---------- lr: 0.001 train loss: 1.7300 val loss: 1.1513 Epoch 18/100 ---------- lr: 0.001 train loss: 1.6685 val loss: 1.2310 Epoch 19/100 ---------- lr: 0.001 train loss: 1.5694 val loss: 1.1727 Epoch 20/100 ---------- lr: 0.001 train loss: 1.4238 val loss: 0.9354 Epoch 21/100 ---------- lr: 0.001 train loss: 1.4387 val loss: 0.9881 Epoch 22/100 ---------- lr: 0.001 train loss: 1.3682 val loss: 1.0208 Epoch 23/100 ---------- lr: 0.001 train loss: 1.3009 val loss: 0.8802 Epoch 24/100 ---------- lr: 0.001 train loss: 1.2421 val loss: 0.8212 Epoch 25/100 ---------- lr: 0.001 train loss: 1.2220 val loss: 1.1374 Epoch 26/100 ---------- lr: 0.001 train loss: 1.2688 val loss: 0.7860 Epoch 27/100 ---------- lr: 0.001 train loss: 1.1343 val loss: 0.6811 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0623 val loss: 0.6759 Epoch 29/100 ---------- lr: 0.001 train loss: 1.2062 val loss: 0.8684 Epoch 30/100 ---------- lr: 0.001 train loss: 1.1258 val loss: 0.6554 Epoch 31/100 ---------- lr: 0.001 train loss: 0.9916 val loss: 0.5836 Epoch 32/100 ---------- lr: 0.001 train loss: 0.9632 val loss: 0.5570 Epoch 33/100 ---------- lr: 0.001 train loss: 0.9599 val loss: 0.6236 Epoch 34/100 ---------- lr: 0.001 train loss: 1.0354 val loss: 1.4477 Epoch 35/100 ---------- lr: 0.001 train loss: 1.2545 val loss: 0.6321 Epoch 36/100 ---------- lr: 0.001 train loss: 0.9389 val loss: 0.5458 Epoch 37/100 ---------- lr: 0.001 train loss: 0.8725 val loss: 0.5421 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8752 val loss: 0.5467 Epoch 39/100 ---------- lr: 0.001 train loss: 0.9891 val loss: 0.5878 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9799 val loss: 0.5665 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8587 val loss: 0.4524 Epoch 42/100 ---------- lr: 0.001 train loss: 0.8168 val loss: 0.4496 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8429 val loss: 0.4330 Epoch 44/100 ---------- lr: 0.001 train loss: 0.8057 val loss: 0.4495 Epoch 45/100 ---------- lr: 0.001 train loss: 0.8233 val loss: 0.6945 Epoch 46/100 ---------- lr: 0.001 train loss: 1.1610 val loss: 0.5493 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8051 val loss: 0.4261 Epoch 48/100 ---------- lr: 0.001 train loss: 0.7658 val loss: 0.4120 Epoch 49/100 ---------- lr: 0.001 train loss: 0.7390 val loss: 0.3893 Epoch 50/100 ---------- lr: 0.001 train loss: 0.7334 val loss: 0.3739 Epoch 51/100 ---------- lr: 0.001 train loss: 0.7463 val loss: 0.4003 Epoch 52/100 ---------- lr: 0.001 train loss: 0.7809 val loss: 0.6466 Epoch 53/100 ---------- lr: 0.001 train loss: 0.9125 val loss: 0.4613 Epoch 54/100 ---------- lr: 0.001 train loss: 0.7431 val loss: 0.3637 Epoch 55/100 ---------- lr: 0.001 train loss: 0.7162 val loss: 0.4235 Epoch 56/100 ---------- lr: 0.001 train loss: 0.7536 val loss: 0.3552 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7017 val loss: 0.3282 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6937 val loss: 0.3580 Epoch 59/100 ---------- lr: 0.001 train loss: 0.8823 val loss: 0.4096 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7330 val loss: 0.3219 Epoch 61/100 ---------- lr: 0.001 train loss: 0.6796 val loss: 0.3562 Epoch 62/100 ---------- lr: 0.001 train loss: 0.8147 val loss: 0.4545 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7598 val loss: 0.3326 Epoch 64/100 ---------- lr: 0.001 train loss: 0.6841 val loss: 0.3269 Epoch 65/100 ---------- lr: 0.001 train loss: 0.6611 val loss: 0.3095 Epoch 66/100 ---------- lr: 0.001 train loss: 0.6680 val loss: 0.3530 Epoch 67/100 ---------- lr: 0.001 train loss: 0.6506 val loss: 0.3062 Epoch 68/100 ---------- lr: 0.001 train loss: 0.6569 val loss: 0.3270 Epoch 69/100 ---------- lr: 0.001 train loss: 0.6611 val loss: 0.2939 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6710 val loss: 0.2952 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6489 val loss: 0.3004 Epoch 72/100 ---------- lr: 0.001 train loss: 0.6488 val loss: 0.3179 Epoch 73/100 ---------- lr: 0.001 train loss: 0.6327 val loss: 0.2929 Epoch 74/100 ---------- lr: 0.001 train loss: 0.6424 val loss: 0.3000 Epoch 75/100 ---------- lr: 0.001 train loss: 0.6617 val loss: 0.2931 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6319 val loss: 0.2702 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6513 val loss: 0.3014 Epoch 78/100 ---------- lr: 0.001 train loss: 0.7057 val loss: 0.3202 Epoch 79/100 ---------- lr: 0.001 train loss: 0.6500 val loss: 0.3003 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6076 val loss: 0.2562 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6297 val loss: 0.3183 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6385 val loss: 0.2527 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5939 val loss: 0.2618 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6342 val loss: 0.2762 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6029 val loss: 0.2700 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5955 val loss: 0.2636 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5978 val loss: 0.2563 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5930 val loss: 0.2528 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6122 val loss: 0.2732 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6280 val loss: 0.2513 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6006 val loss: 0.2844 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6521 val loss: 0.2955 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6030 val loss: 0.2419 Epoch 94/100 ---------- lr: 0.001 train loss: 0.5771 val loss: 0.2246 Epoch 95/100 ---------- lr: 0.001 train loss: 0.5707 val loss: 0.2223 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5678 val loss: 0.2209 Epoch 97/100 ---------- lr: 0.001 train loss: 0.5755 val loss: 0.2441 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5818 val loss: 0.2518 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5856 val loss: 0.2426 Epoch 100/100 ---------- lr: 0.001 train loss: 0.5707 val loss: 0.2583 Training complete in 13m 37s Best val loss: 0.2209 at epoch 96 Val MSE at best epoch: 0.0786