Epoch 1/100 ---------- lr: 0.01 train loss: 9.7662 val loss: 3.8723 Epoch 2/100 ---------- lr: 0.01 train loss: 4.8181 val loss: 2.6273 Epoch 3/100 ---------- lr: 0.01 train loss: 4.3971 val loss: 2.5674 Epoch 4/100 ---------- lr: 0.01 train loss: 3.9001 val loss: 2.2522 Epoch 5/100 ---------- lr: 0.01 train loss: 3.7729 val loss: 1.8305 Epoch 6/100 ---------- lr: 0.01 train loss: 3.6155 val loss: 1.6847 Epoch 7/100 ---------- lr: 0.01 train loss: 3.3461 val loss: 1.6166 Epoch 8/100 ---------- lr: 0.01 train loss: 3.2112 val loss: 1.5560 Epoch 9/100 ---------- lr: 0.01 train loss: 3.0117 val loss: 1.4344 Epoch 10/100 ---------- lr: 0.01 train loss: 3.0627 val loss: 1.3364 Epoch 11/100 ---------- lr: 0.01 train loss: 3.3081 val loss: 1.9784 Epoch 12/100 ---------- lr: 0.01 train loss: 2.9969 val loss: 1.5094 Epoch 13/100 ---------- lr: 0.01 train loss: 2.7654 val loss: 1.2532 Epoch 14/100 ---------- lr: 0.01 train loss: 2.9346 val loss: 1.3923 Epoch 15/100 ---------- lr: 0.01 train loss: 2.7840 val loss: 1.2409 Epoch 16/100 ---------- lr: 0.01 train loss: 2.7403 val loss: 1.2221 Epoch 17/100 ---------- lr: 0.01 train loss: 2.6268 val loss: 1.0677 Epoch 18/100 ---------- lr: 0.01 train loss: 2.8574 val loss: 1.5840 Epoch 19/100 ---------- lr: 0.01 train loss: 2.8559 val loss: 1.4576 Epoch 20/100 ---------- lr: 0.01 train loss: 3.2026 val loss: 1.8783 Epoch 21/100 ---------- lr: 0.01 train loss: 4.1967 val loss: 5.8673 Epoch 22/100 ---------- lr: 0.01 train loss: 6.7559 val loss: 5.8714 Epoch 23/100 ---------- lr: 0.01 train loss: 8.0968 val loss: 5.9592 Epoch 24/100 ---------- lr: 0.01 train loss: 7.0202 val loss: 5.2624 Epoch 25/100 ---------- lr: 0.01 train loss: 6.7514 val loss: 5.9931 Epoch 26/100 ---------- lr: 0.01 train loss: 6.8743 val loss: 4.8940 Epoch 27/100 ---------- lr: 0.01 train loss: 6.3216 val loss: 5.1946 Epoch 28/100 ---------- lr: 0.01 train loss: 6.1861 val loss: 4.8077 Epoch 29/100 ---------- lr: 0.01 train loss: 6.2323 val loss: 6.0341 Epoch 30/100 ---------- lr: 0.01 train loss: 8.6368 val loss: 6.4086 Epoch 31/100 ---------- lr: 0.01 train loss: 9.3715 val loss: 8.8311 Epoch 32/100 ---------- lr: 0.01 train loss: 9.1618 val loss: 7.2554 Epoch 33/100 ---------- lr: 0.01 train loss: 8.7930 val loss: 7.7457 Epoch 34/100 ---------- lr: 0.01 train loss: 9.2491 val loss: 7.8732 Epoch 35/100 ---------- lr: 0.01 train loss: 8.9198 val loss: 6.8836 Epoch 36/100 ---------- lr: 0.01 train loss: 8.5883 val loss: 7.2242 Epoch 37/100 ---------- lr: 0.01 train loss: 8.3774 val loss: 6.4994 Epoch 38/100 ---------- lr: 0.01 train loss: 7.9472 val loss: 6.0929 Epoch 39/100 ---------- lr: 0.005 train loss: 7.3557 val loss: 5.5804 Epoch 40/100 ---------- lr: 0.005 train loss: 7.1329 val loss: 5.8060 Epoch 41/100 ---------- lr: 0.005 train loss: 7.4161 val loss: 6.1904 Epoch 42/100 ---------- lr: 0.005 train loss: 7.4244 val loss: 5.9294 Epoch 43/100 ---------- lr: 0.005 train loss: 7.0847 val loss: 5.8396 Epoch 44/100 ---------- lr: 0.005 train loss: 7.6254 val loss: 6.3356 Epoch 45/100 ---------- lr: 0.005 train loss: 7.8024 val loss: 6.2456 Epoch 46/100 ---------- lr: 0.005 train loss: 7.9279 val loss: 6.7041 Epoch 47/100 ---------- lr: 0.005 train loss: 7.7360 val loss: 6.4100 Epoch 48/100 ---------- lr: 0.005 train loss: 7.8596 val loss: 6.2315 Epoch 49/100 ---------- lr: 0.005 train loss: 7.4349 val loss: 6.0220 Epoch 50/100 ---------- lr: 0.005 train loss: 7.2357 val loss: 5.8438 Epoch 51/100 ---------- lr: 0.005 train loss: 7.0593 val loss: 5.8261 Epoch 52/100 ---------- lr: 0.005 train loss: 7.0418 val loss: 5.6320 Epoch 53/100 ---------- lr: 0.005 train loss: 6.8747 val loss: 5.7445 Epoch 54/100 ---------- lr: 0.005 train loss: 6.7054 val loss: 5.3323 Epoch 55/100 ---------- lr: 0.005 train loss: 6.6853 val loss: 5.4832 Epoch 56/100 ---------- lr: 0.005 train loss: 6.5859 val loss: 5.2025 Epoch 57/100 ---------- lr: 0.005 train loss: 6.5404 val loss: 5.6488 Epoch 58/100 ---------- lr: 0.005 train loss: 6.7602 val loss: 5.8459 Epoch 59/100 ---------- lr: 0.005 train loss: 6.7095 val loss: 5.2391 Epoch 60/100 ---------- lr: 0.0025 train loss: 6.3713 val loss: 4.9655 Epoch 61/100 ---------- lr: 0.0025 train loss: 6.2979 val loss: 5.2906 Epoch 62/100 ---------- lr: 0.0025 train loss: 6.2024 val loss: 5.1211 Epoch 63/100 ---------- lr: 0.0025 train loss: 6.2610 val loss: 5.1623 Epoch 64/100 ---------- lr: 0.0025 train loss: 6.2348 val loss: 4.8774 Epoch 65/100 ---------- lr: 0.0025 train loss: 6.3300 val loss: 5.1974 Epoch 66/100 ---------- lr: 0.0025 train loss: 6.2882 val loss: 5.0268 Epoch 67/100 ---------- lr: 0.0025 train loss: 6.2105 val loss: 5.0418 Epoch 68/100 ---------- lr: 0.0025 train loss: 6.1934 val loss: 5.0915 Epoch 69/100 ---------- lr: 0.0025 train loss: 6.2029 val loss: 5.1216 Epoch 70/100 ---------- lr: 0.0025 train loss: 6.1652 val loss: 4.8262 Epoch 71/100 ---------- lr: 0.0025 train loss: 6.1928 val loss: 5.2065 Epoch 72/100 ---------- lr: 0.0025 train loss: 6.1861 val loss: 5.2795 Epoch 73/100 ---------- lr: 0.0025 train loss: 6.1303 val loss: 5.2875 Epoch 74/100 ---------- lr: 0.0025 train loss: 5.9214 val loss: 4.8169 Epoch 75/100 ---------- lr: 0.0025 train loss: 5.9610 val loss: 4.9177 Epoch 76/100 ---------- lr: 0.0025 train loss: 5.8578 val loss: 4.8223 Epoch 77/100 ---------- lr: 0.0025 train loss: 5.8898 val loss: 5.0947 Epoch 78/100 ---------- lr: 0.0025 train loss: 5.9579 val loss: 4.9646 Epoch 79/100 ---------- lr: 0.0025 train loss: 5.8931 val loss: 4.8026 Epoch 80/100 ---------- lr: 0.0025 train loss: 5.8087 val loss: 4.7582 Epoch 81/100 ---------- lr: 0.00125 train loss: 5.7595 val loss: 4.5287 Epoch 82/100 ---------- lr: 0.00125 train loss: 5.6670 val loss: 4.5799 Epoch 83/100 ---------- lr: 0.00125 train loss: 5.6410 val loss: 4.5276 Epoch 84/100 ---------- lr: 0.00125 train loss: 5.5981 val loss: 4.4419 Epoch 85/100 ---------- lr: 0.00125 train loss: 5.5695 val loss: 4.5401 Epoch 86/100 ---------- lr: 0.00125 train loss: 5.5675 val loss: 4.4114 Epoch 87/100 ---------- lr: 0.00125 train loss: 5.5713 val loss: 4.4175 Epoch 88/100 ---------- lr: 0.00125 train loss: 5.5370 val loss: 4.5230 Epoch 89/100 ---------- lr: 0.00125 train loss: 5.5152 val loss: 4.5098 Epoch 90/100 ---------- lr: 0.00125 train loss: 5.4924 val loss: 4.5920 Epoch 91/100 ---------- lr: 0.00125 train loss: 5.4727 val loss: 4.5321 Epoch 92/100 ---------- lr: 0.00125 train loss: 5.4960 val loss: 4.5169 Epoch 93/100 ---------- lr: 0.00125 train loss: 5.5104 val loss: 4.6110 Epoch 94/100 ---------- lr: 0.00125 train loss: 5.4417 val loss: 4.5718 Epoch 95/100 ---------- lr: 0.00125 train loss: 5.4552 val loss: 4.5100 Epoch 96/100 ---------- lr: 0.00125 train loss: 5.4182 val loss: 4.4234 Epoch 97/100 ---------- lr: 0.00125 train loss: 5.4293 val loss: 4.3441 Epoch 98/100 ---------- lr: 0.00125 train loss: 5.3615 val loss: 4.2719 Epoch 99/100 ---------- lr: 0.00125 train loss: 5.3725 val loss: 4.3457 Epoch 100/100 ---------- lr: 0.00125 train loss: 5.4440 val loss: 4.4973 Training complete in 8m 57s Best val loss: 1.0677 at epoch 17 Val MSE at best epoch: 0.4537