Epoch 1/100 ---------- lr: 0.005 train loss: 12.3771 val loss: 4.6873 Epoch 2/100 ---------- lr: 0.005 train loss: 4.5064 val loss: 4.4247 Epoch 3/100 ---------- lr: 0.005 train loss: 3.9697 val loss: 3.0237 Epoch 4/100 ---------- lr: 0.005 train loss: 3.7218 val loss: 2.9615 Epoch 5/100 ---------- lr: 0.005 train loss: 3.1048 val loss: 2.6287 Epoch 6/100 ---------- lr: 0.005 train loss: 3.5137 val loss: 2.4315 Epoch 7/100 ---------- lr: 0.005 train loss: 2.7497 val loss: 1.9036 Epoch 8/100 ---------- lr: 0.005 train loss: 2.6358 val loss: 1.5518 Epoch 9/100 ---------- lr: 0.005 train loss: 2.9350 val loss: 1.8389 Epoch 10/100 ---------- lr: 0.005 train loss: 2.5032 val loss: 1.7108 Epoch 11/100 ---------- lr: 0.005 train loss: 2.1678 val loss: 1.2935 Epoch 12/100 ---------- lr: 0.005 train loss: 2.1720 val loss: 1.2002 Epoch 13/100 ---------- lr: 0.005 train loss: 1.9568 val loss: 1.0839 Epoch 14/100 ---------- lr: 0.005 train loss: 2.2528 val loss: 1.7760 Epoch 15/100 ---------- lr: 0.005 train loss: 2.1202 val loss: 1.1831 Epoch 16/100 ---------- lr: 0.005 train loss: 1.7632 val loss: 0.9943 Epoch 17/100 ---------- lr: 0.005 train loss: 1.7237 val loss: 1.0883 Epoch 18/100 ---------- lr: 0.005 train loss: 1.6637 val loss: 0.9508 Epoch 19/100 ---------- lr: 0.005 train loss: 1.6504 val loss: 1.1554 Epoch 20/100 ---------- lr: 0.005 train loss: 2.0162 val loss: 1.3177 Epoch 21/100 ---------- lr: 0.005 train loss: 1.5550 val loss: 0.7980 Epoch 22/100 ---------- lr: 0.005 train loss: 1.6027 val loss: 0.7291 Epoch 23/100 ---------- lr: 0.005 train loss: 1.5624 val loss: 0.9474 Epoch 24/100 ---------- lr: 0.005 train loss: 1.7563 val loss: 1.4227 Epoch 25/100 ---------- lr: 0.005 train loss: 1.8136 val loss: 0.8413 Epoch 26/100 ---------- lr: 0.005 train loss: 1.3594 val loss: 0.7043 Epoch 27/100 ---------- lr: 0.005 train loss: 1.5271 val loss: 0.8246 Epoch 28/100 ---------- lr: 0.005 train loss: 1.4815 val loss: 0.7678 Epoch 29/100 ---------- lr: 0.005 train loss: 1.4319 val loss: 0.6743 Epoch 30/100 ---------- lr: 0.005 train loss: 1.3643 val loss: 0.6004 Epoch 31/100 ---------- lr: 0.005 train loss: 1.2509 val loss: 0.6089 Epoch 32/100 ---------- lr: 0.005 train loss: 1.3096 val loss: 0.5646 Epoch 33/100 ---------- lr: 0.005 train loss: 1.2505 val loss: 0.5446 Epoch 34/100 ---------- lr: 0.005 train loss: 1.5010 val loss: 1.0127 Epoch 35/100 ---------- lr: 0.005 train loss: 1.7063 val loss: 0.7108 Epoch 36/100 ---------- lr: 0.005 train loss: 1.2819 val loss: 0.5539 Epoch 37/100 ---------- lr: 0.005 train loss: 1.2293 val loss: 0.4589 Epoch 38/100 ---------- lr: 0.005 train loss: 1.2531 val loss: 0.5257 Epoch 39/100 ---------- lr: 0.005 train loss: 1.2968 val loss: 0.6301 Epoch 40/100 ---------- lr: 0.005 train loss: 1.3637 val loss: 0.7051 Epoch 41/100 ---------- lr: 0.005 train loss: 1.9704 val loss: 0.8020 Epoch 42/100 ---------- lr: 0.005 train loss: 1.3713 val loss: 0.5712 Epoch 43/100 ---------- lr: 0.005 train loss: 1.2702 val loss: 0.5400 Epoch 44/100 ---------- lr: 0.005 train loss: 1.2159 val loss: 0.4374 Epoch 45/100 ---------- lr: 0.005 train loss: 1.2019 val loss: 0.5795 Epoch 46/100 ---------- lr: 0.005 train loss: 1.3023 val loss: 0.5770 Epoch 47/100 ---------- lr: 0.005 train loss: 1.4135 val loss: 0.7689 Epoch 48/100 ---------- lr: 0.005 train loss: 1.3210 val loss: 0.9955 Epoch 49/100 ---------- lr: 0.005 train loss: 1.3423 val loss: 0.5612 Epoch 50/100 ---------- lr: 0.005 train loss: 1.2211 val loss: 0.5167 Epoch 51/100 ---------- lr: 0.005 train loss: 1.1814 val loss: 0.4347 Epoch 52/100 ---------- lr: 0.005 train loss: 1.1224 val loss: 0.3822 Epoch 53/100 ---------- lr: 0.005 train loss: 1.1122 val loss: 0.4245 Epoch 54/100 ---------- lr: 0.005 train loss: 1.1708 val loss: 0.4797 Epoch 55/100 ---------- lr: 0.005 train loss: 1.4263 val loss: 1.2058 Epoch 56/100 ---------- lr: 0.005 train loss: 1.6143 val loss: 0.7621 Epoch 57/100 ---------- lr: 0.005 train loss: 1.3236 val loss: 0.5248 Epoch 58/100 ---------- lr: 0.005 train loss: 1.1515 val loss: 0.3959 Epoch 59/100 ---------- lr: 0.005 train loss: 1.1313 val loss: 0.3998 Epoch 60/100 ---------- lr: 0.005 train loss: 1.1073 val loss: 0.4102 Epoch 61/100 ---------- lr: 0.005 train loss: 1.1014 val loss: 0.3557 Epoch 62/100 ---------- lr: 0.005 train loss: 1.1144 val loss: 0.5212 Epoch 63/100 ---------- lr: 0.005 train loss: 1.4093 val loss: 1.5292 Epoch 64/100 ---------- lr: 0.005 train loss: 2.0057 val loss: 0.9455 Epoch 65/100 ---------- lr: 0.005 train loss: 2.9792 val loss: 4.4367 Epoch 66/100 ---------- lr: 0.005 train loss: 4.8700 val loss: 3.4145 Epoch 67/100 ---------- lr: 0.005 train loss: 4.0344 val loss: 2.9961 Epoch 68/100 ---------- lr: 0.005 train loss: 4.1139 val loss: 3.1897 Epoch 69/100 ---------- lr: 0.005 train loss: 4.0041 val loss: 2.7420 Epoch 70/100 ---------- lr: 0.005 train loss: 3.7011 val loss: 3.4888 Epoch 71/100 ---------- lr: 0.005 train loss: 3.8820 val loss: 2.8267 Epoch 72/100 ---------- lr: 0.005 train loss: 4.0827 val loss: 2.9777 Epoch 73/100 ---------- lr: 0.005 train loss: 3.7562 val loss: 3.0847 Epoch 74/100 ---------- lr: 0.005 train loss: 3.7339 val loss: 2.7021 Epoch 75/100 ---------- lr: 0.005 train loss: 3.5284 val loss: 2.7151 Epoch 76/100 ---------- lr: 0.005 train loss: 3.7680 val loss: 2.5925 Epoch 77/100 ---------- lr: 0.005 train loss: 3.2410 val loss: 2.2977 Epoch 78/100 ---------- lr: 0.005 train loss: 3.1456 val loss: 2.4231 Epoch 79/100 ---------- lr: 0.005 train loss: 3.0711 val loss: 2.3622 Epoch 80/100 ---------- lr: 0.005 train loss: 3.1510 val loss: 2.3333 Epoch 81/100 ---------- lr: 0.005 train loss: 3.5405 val loss: 2.9768 Epoch 82/100 ---------- lr: 0.005 train loss: 4.5073 val loss: 4.0343 Epoch 83/100 ---------- lr: 0.0025 train loss: 4.3816 val loss: 3.1601 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.8094 val loss: 2.5618 Epoch 85/100 ---------- lr: 0.0025 train loss: 3.6618 val loss: 2.9540 Epoch 86/100 ---------- lr: 0.0025 train loss: 3.8343 val loss: 2.7530 Epoch 87/100 ---------- lr: 0.0025 train loss: 4.1285 val loss: 3.1735 Epoch 88/100 ---------- lr: 0.0025 train loss: 3.9062 val loss: 2.8344 Epoch 89/100 ---------- lr: 0.0025 train loss: 3.6964 val loss: 2.9051 Epoch 90/100 ---------- lr: 0.0025 train loss: 3.5300 val loss: 2.5093 Epoch 91/100 ---------- lr: 0.0025 train loss: 3.3476 val loss: 2.4625 Epoch 92/100 ---------- lr: 0.0025 train loss: 3.3185 val loss: 2.3963 Epoch 93/100 ---------- lr: 0.0025 train loss: 3.1936 val loss: 2.2488 Epoch 94/100 ---------- lr: 0.0025 train loss: 3.1623 val loss: 2.4350 Epoch 95/100 ---------- lr: 0.0025 train loss: 3.0834 val loss: 2.1599 Epoch 96/100 ---------- lr: 0.0025 train loss: 3.0663 val loss: 2.1177 Epoch 97/100 ---------- lr: 0.0025 train loss: 3.0059 val loss: 2.1106 Epoch 98/100 ---------- lr: 0.0025 train loss: 3.0510 val loss: 2.1487 Epoch 99/100 ---------- lr: 0.0025 train loss: 3.0823 val loss: 2.1281 Epoch 100/100 ---------- lr: 0.0025 train loss: 3.1441 val loss: 2.1919 Training complete in 23m 5s Best val loss: 0.3557 at epoch 61 Val MSE at best epoch: 0.1510