Epoch 1/100 ---------- lr: 0.01 train loss: 18.0274 val loss: 4.8550 Epoch 2/100 ---------- lr: 0.01 train loss: 5.5711 val loss: 3.1339 Epoch 3/100 ---------- lr: 0.01 train loss: 4.7199 val loss: 2.9416 Epoch 4/100 ---------- lr: 0.01 train loss: 4.6389 val loss: 2.8629 Epoch 5/100 ---------- lr: 0.01 train loss: 4.2087 val loss: 2.5762 Epoch 6/100 ---------- lr: 0.01 train loss: 3.7083 val loss: 2.0654 Epoch 7/100 ---------- lr: 0.01 train loss: 3.6991 val loss: 2.0656 Epoch 8/100 ---------- lr: 0.01 train loss: 4.4366 val loss: 2.1096 Epoch 9/100 ---------- lr: 0.01 train loss: 3.4876 val loss: 1.9564 Epoch 10/100 ---------- lr: 0.01 train loss: 3.5362 val loss: 2.5135 Epoch 11/100 ---------- lr: 0.01 train loss: 3.2829 val loss: 2.0693 Epoch 12/100 ---------- lr: 0.01 train loss: 3.2121 val loss: 1.5208 Epoch 13/100 ---------- lr: 0.01 train loss: 3.1008 val loss: 1.4679 Epoch 14/100 ---------- lr: 0.01 train loss: 2.9985 val loss: 1.4305 Epoch 15/100 ---------- lr: 0.01 train loss: 3.0114 val loss: 1.8247 Epoch 16/100 ---------- lr: 0.01 train loss: 3.2664 val loss: 2.3530 Epoch 17/100 ---------- lr: 0.01 train loss: 7.7417 val loss: 8.8202 Epoch 18/100 ---------- lr: 0.01 train loss: 9.2497 val loss: 6.5619 Epoch 19/100 ---------- lr: 0.01 train loss: 8.6872 val loss: 7.5347 Epoch 20/100 ---------- lr: 0.01 train loss: 7.9463 val loss: 5.8159 Epoch 21/100 ---------- lr: 0.01 train loss: 7.3818 val loss: 6.3409 Epoch 22/100 ---------- lr: 0.01 train loss: 7.5196 val loss: 6.6183 Epoch 23/100 ---------- lr: 0.01 train loss: 7.3318 val loss: 5.5217 Epoch 24/100 ---------- lr: 0.01 train loss: 6.9836 val loss: 5.0070 Epoch 25/100 ---------- lr: 0.01 train loss: 6.8498 val loss: 5.1960 Epoch 26/100 ---------- lr: 0.01 train loss: 6.8563 val loss: 5.2143 Epoch 27/100 ---------- lr: 0.01 train loss: 6.7416 val loss: 4.7466 Epoch 28/100 ---------- lr: 0.01 train loss: 6.2603 val loss: 4.8828 Epoch 29/100 ---------- lr: 0.01 train loss: 6.1250 val loss: 4.3955 Epoch 30/100 ---------- lr: 0.01 train loss: 6.0237 val loss: 5.2515 Epoch 31/100 ---------- lr: 0.01 train loss: 8.0022 val loss: 6.9000 Epoch 32/100 ---------- lr: 0.01 train loss: 8.2855 val loss: 7.1023 Epoch 33/100 ---------- lr: 0.01 train loss: 7.7868 val loss: 6.2644 Epoch 34/100 ---------- lr: 0.01 train loss: 7.7995 val loss: 5.7520 Epoch 35/100 ---------- lr: 0.01 train loss: 8.0911 val loss: 6.2998 Epoch 36/100 ---------- lr: 0.005 train loss: 7.2141 val loss: 5.7169 Epoch 37/100 ---------- lr: 0.005 train loss: 6.7771 val loss: 5.1360 Epoch 38/100 ---------- lr: 0.005 train loss: 6.5873 val loss: 4.8977 Epoch 39/100 ---------- lr: 0.005 train loss: 6.5044 val loss: 5.0548 Epoch 40/100 ---------- lr: 0.005 train loss: 6.2248 val loss: 4.5789 Epoch 41/100 ---------- lr: 0.005 train loss: 6.0069 val loss: 4.4885 Epoch 42/100 ---------- lr: 0.005 train loss: 5.9116 val loss: 4.2357 Epoch 43/100 ---------- lr: 0.005 train loss: 5.8288 val loss: 4.5237 Epoch 44/100 ---------- lr: 0.005 train loss: 5.7676 val loss: 4.1243 Epoch 45/100 ---------- lr: 0.005 train loss: 6.0397 val loss: 5.1899 Epoch 46/100 ---------- lr: 0.005 train loss: 6.0392 val loss: 4.8967 Epoch 47/100 ---------- lr: 0.005 train loss: 5.8918 val loss: 4.6198 Epoch 48/100 ---------- lr: 0.005 train loss: 5.7127 val loss: 4.5861 Epoch 49/100 ---------- lr: 0.005 train loss: 5.7080 val loss: 4.4987 Epoch 50/100 ---------- lr: 0.005 train loss: 5.5426 val loss: 4.4479 Epoch 51/100 ---------- lr: 0.005 train loss: 5.3848 val loss: 4.1032 Epoch 52/100 ---------- lr: 0.005 train loss: 5.3731 val loss: 4.0428 Epoch 53/100 ---------- lr: 0.005 train loss: 5.4410 val loss: 3.9290 Epoch 54/100 ---------- lr: 0.005 train loss: 5.3918 val loss: 4.3591 Epoch 55/100 ---------- lr: 0.005 train loss: 5.3854 val loss: 4.1414 Epoch 56/100 ---------- lr: 0.005 train loss: 5.3015 val loss: 4.3019 Epoch 57/100 ---------- lr: 0.0025 train loss: 5.0246 val loss: 3.6795 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.9695 val loss: 3.4906 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.0588 val loss: 3.8997 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.0811 val loss: 3.8482 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.1032 val loss: 3.8170 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.0515 val loss: 3.6275 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.0948 val loss: 3.6967 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.1070 val loss: 3.6795 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.9955 val loss: 3.8904 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.9623 val loss: 3.5651 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.9152 val loss: 3.6537 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.8184 val loss: 3.4029 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.7810 val loss: 3.5687 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.7713 val loss: 3.3879 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.8058 val loss: 3.4886 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.8352 val loss: 3.4993 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.7832 val loss: 3.4807 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.8616 val loss: 3.4181 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.7622 val loss: 3.3783 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.9456 val loss: 3.7012 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.9409 val loss: 3.6660 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.7969 val loss: 3.5347 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.7526 val loss: 3.4842 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.6976 val loss: 3.3659 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.7199 val loss: 3.4258 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.7587 val loss: 3.4177 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.7787 val loss: 3.4008 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.6809 val loss: 3.3597 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.7234 val loss: 3.5692 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.6973 val loss: 3.3339 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.6782 val loss: 3.1864 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.6895 val loss: 3.2952 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.7323 val loss: 3.4230 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.7467 val loss: 3.5531 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.7533 val loss: 3.4548 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.7412 val loss: 3.4369 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.7191 val loss: 3.4875 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.7481 val loss: 3.4215 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.6977 val loss: 3.3314 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.6868 val loss: 3.4592 Epoch 97/100 ---------- lr: 0.00125 train loss: 4.6970 val loss: 3.5201 Epoch 98/100 ---------- lr: 0.00125 train loss: 4.7038 val loss: 3.3410 Epoch 99/100 ---------- lr: 0.000625 train loss: 4.6851 val loss: 3.3658 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.6874 val loss: 3.2800 Training complete in 18m 15s Best val loss: 1.4305 at epoch 14 Val MSE at best epoch: 0.5853