Epoch 1/100 ---------- lr: 0.001 train loss: 14.3002 val loss: 4.2930 Epoch 2/100 ---------- lr: 0.001 train loss: 4.6977 val loss: 3.5792 Epoch 3/100 ---------- lr: 0.001 train loss: 3.9708 val loss: 3.0978 Epoch 4/100 ---------- lr: 0.001 train loss: 3.5591 val loss: 2.7772 Epoch 5/100 ---------- lr: 0.001 train loss: 3.4200 val loss: 2.5359 Epoch 6/100 ---------- lr: 0.001 train loss: 3.2142 val loss: 2.4507 Epoch 7/100 ---------- lr: 0.001 train loss: 3.0867 val loss: 2.1583 Epoch 8/100 ---------- lr: 0.001 train loss: 2.7648 val loss: 2.2055 Epoch 9/100 ---------- lr: 0.001 train loss: 2.6497 val loss: 1.7813 Epoch 10/100 ---------- lr: 0.001 train loss: 2.4836 val loss: 1.9265 Epoch 11/100 ---------- lr: 0.001 train loss: 2.4287 val loss: 1.6528 Epoch 12/100 ---------- lr: 0.001 train loss: 2.2969 val loss: 1.5434 Epoch 13/100 ---------- lr: 0.001 train loss: 2.1748 val loss: 1.3737 Epoch 14/100 ---------- lr: 0.001 train loss: 2.1240 val loss: 1.7309 Epoch 15/100 ---------- lr: 0.001 train loss: 2.2245 val loss: 1.3024 Epoch 16/100 ---------- lr: 0.001 train loss: 2.0038 val loss: 1.2553 Epoch 17/100 ---------- lr: 0.001 train loss: 2.0053 val loss: 1.2161 Epoch 18/100 ---------- lr: 0.001 train loss: 1.8523 val loss: 1.0765 Epoch 19/100 ---------- lr: 0.001 train loss: 1.7847 val loss: 1.0867 Epoch 20/100 ---------- lr: 0.001 train loss: 1.7535 val loss: 1.2795 Epoch 21/100 ---------- lr: 0.001 train loss: 1.7554 val loss: 1.1002 Epoch 22/100 ---------- lr: 0.001 train loss: 1.7361 val loss: 1.3348 Epoch 23/100 ---------- lr: 0.001 train loss: 1.7321 val loss: 0.9919 Epoch 24/100 ---------- lr: 0.001 train loss: 1.6095 val loss: 0.9290 Epoch 25/100 ---------- lr: 0.001 train loss: 1.6039 val loss: 0.9434 Epoch 26/100 ---------- lr: 0.001 train loss: 1.6314 val loss: 0.9568 Epoch 27/100 ---------- lr: 0.001 train loss: 1.5355 val loss: 0.8062 Epoch 28/100 ---------- lr: 0.001 train loss: 1.4907 val loss: 0.8147 Epoch 29/100 ---------- lr: 0.001 train loss: 1.5273 val loss: 0.8675 Epoch 30/100 ---------- lr: 0.001 train loss: 1.4526 val loss: 0.7917 Epoch 31/100 ---------- lr: 0.001 train loss: 1.4103 val loss: 0.7474 Epoch 32/100 ---------- lr: 0.001 train loss: 1.4446 val loss: 1.0282 Epoch 33/100 ---------- lr: 0.001 train loss: 1.5159 val loss: 0.7467 Epoch 34/100 ---------- lr: 0.001 train loss: 1.3840 val loss: 0.7539 Epoch 35/100 ---------- lr: 0.001 train loss: 1.3455 val loss: 0.6723 Epoch 36/100 ---------- lr: 0.001 train loss: 1.3662 val loss: 0.9007 Epoch 37/100 ---------- lr: 0.001 train loss: 1.4056 val loss: 0.6926 Epoch 38/100 ---------- lr: 0.001 train loss: 1.3005 val loss: 0.6625 Epoch 39/100 ---------- lr: 0.001 train loss: 1.3113 val loss: 0.6431 Epoch 40/100 ---------- lr: 0.001 train loss: 1.4448 val loss: 0.8336 Epoch 41/100 ---------- lr: 0.001 train loss: 1.3844 val loss: 0.6371 Epoch 42/100 ---------- lr: 0.001 train loss: 1.2695 val loss: 0.5788 Epoch 43/100 ---------- lr: 0.001 train loss: 1.2461 val loss: 0.5840 Epoch 44/100 ---------- lr: 0.001 train loss: 1.2537 val loss: 0.5504 Epoch 45/100 ---------- lr: 0.001 train loss: 1.2075 val loss: 0.5981 Epoch 46/100 ---------- lr: 0.001 train loss: 1.2654 val loss: 0.5658 Epoch 47/100 ---------- lr: 0.001 train loss: 1.2082 val loss: 0.5484 Epoch 48/100 ---------- lr: 0.001 train loss: 1.2784 val loss: 0.5551 Epoch 49/100 ---------- lr: 0.001 train loss: 1.2069 val loss: 0.5599 Epoch 50/100 ---------- lr: 0.001 train loss: 1.1783 val loss: 0.5656 Epoch 51/100 ---------- lr: 0.001 train loss: 1.2080 val loss: 0.5514 Epoch 52/100 ---------- lr: 0.001 train loss: 1.1950 val loss: 0.5186 Epoch 53/100 ---------- lr: 0.001 train loss: 1.1546 val loss: 0.5525 Epoch 54/100 ---------- lr: 0.001 train loss: 1.1378 val loss: 0.5144 Epoch 55/100 ---------- lr: 0.001 train loss: 1.1454 val loss: 0.4814 Epoch 56/100 ---------- lr: 0.001 train loss: 1.1592 val loss: 0.5072 Epoch 57/100 ---------- lr: 0.001 train loss: 1.1535 val loss: 0.5076 Epoch 58/100 ---------- lr: 0.001 train loss: 1.1486 val loss: 0.4851 Epoch 59/100 ---------- lr: 0.001 train loss: 1.1105 val loss: 0.4613 Epoch 60/100 ---------- lr: 0.001 train loss: 1.1130 val loss: 0.4497 Epoch 61/100 ---------- lr: 0.001 train loss: 1.1192 val loss: 0.4625 Epoch 62/100 ---------- lr: 0.001 train loss: 1.4267 val loss: 0.7806 Epoch 63/100 ---------- lr: 0.001 train loss: 1.3263 val loss: 0.5964 Epoch 64/100 ---------- lr: 0.001 train loss: 1.1664 val loss: 0.5245 Epoch 65/100 ---------- lr: 0.001 train loss: 1.1275 val loss: 0.4723 Epoch 66/100 ---------- lr: 0.001 train loss: 1.0954 val loss: 0.4608 Epoch 67/100 ---------- lr: 0.001 train loss: 1.0821 val loss: 0.4414 Epoch 68/100 ---------- lr: 0.001 train loss: 1.0783 val loss: 0.4577 Epoch 69/100 ---------- lr: 0.001 train loss: 1.0769 val loss: 0.4413 Epoch 70/100 ---------- lr: 0.001 train loss: 1.0869 val loss: 0.5002 Epoch 71/100 ---------- lr: 0.001 train loss: 1.0784 val loss: 0.4401 Epoch 72/100 ---------- lr: 0.001 train loss: 1.0557 val loss: 0.4222 Epoch 73/100 ---------- lr: 0.001 train loss: 1.0667 val loss: 0.4336 Epoch 74/100 ---------- lr: 0.001 train loss: 1.0729 val loss: 0.5025 Epoch 75/100 ---------- lr: 0.001 train loss: 1.0442 val loss: 0.4168 Epoch 76/100 ---------- lr: 0.001 train loss: 1.0812 val loss: 0.4095 Epoch 77/100 ---------- lr: 0.001 train loss: 1.0420 val loss: 0.4082 Epoch 78/100 ---------- lr: 0.001 train loss: 1.0725 val loss: 0.4306 Epoch 79/100 ---------- lr: 0.001 train loss: 1.0586 val loss: 0.4028 Epoch 80/100 ---------- lr: 0.001 train loss: 1.0307 val loss: 0.4260 Epoch 81/100 ---------- lr: 0.001 train loss: 1.0721 val loss: 0.4018 Epoch 82/100 ---------- lr: 0.001 train loss: 1.0602 val loss: 0.3996 Epoch 83/100 ---------- lr: 0.001 train loss: 1.0300 val loss: 0.4071 Epoch 84/100 ---------- lr: 0.001 train loss: 1.0275 val loss: 0.3748 Epoch 85/100 ---------- lr: 0.001 train loss: 1.0172 val loss: 0.3777 Epoch 86/100 ---------- lr: 0.001 train loss: 1.0223 val loss: 0.3779 Epoch 87/100 ---------- lr: 0.001 train loss: 1.0186 val loss: 0.3976 Epoch 88/100 ---------- lr: 0.001 train loss: 1.0239 val loss: 0.5276 Epoch 89/100 ---------- lr: 0.001 train loss: 1.0553 val loss: 0.3837 Epoch 90/100 ---------- lr: 0.001 train loss: 0.9995 val loss: 0.3706 Epoch 91/100 ---------- lr: 0.001 train loss: 1.0093 val loss: 0.4243 Epoch 92/100 ---------- lr: 0.001 train loss: 1.1086 val loss: 0.4409 Epoch 93/100 ---------- lr: 0.001 train loss: 1.0224 val loss: 0.3471 Epoch 94/100 ---------- lr: 0.001 train loss: 0.9885 val loss: 0.3281 Epoch 95/100 ---------- lr: 0.001 train loss: 0.9847 val loss: 0.5483 Epoch 96/100 ---------- lr: 0.001 train loss: 1.3136 val loss: 0.7368 Epoch 97/100 ---------- lr: 0.001 train loss: 1.1776 val loss: 0.4757 Epoch 98/100 ---------- lr: 0.001 train loss: 1.0676 val loss: 0.4302 Epoch 99/100 ---------- lr: 0.001 train loss: 1.0280 val loss: 0.4077 Epoch 100/100 ---------- lr: 0.001 train loss: 1.0039 val loss: 0.3803 Training complete in 7m 39s Best val loss: 0.3281 at epoch 94 Val MSE at best epoch: 0.1387