Epoch 1/100 ---------- lr: 0.01 train loss: 21.0741 val loss: 4.1411 Epoch 2/100 ---------- lr: 0.01 train loss: 5.7930 val loss: 3.2378 Epoch 3/100 ---------- lr: 0.01 train loss: 4.6536 val loss: 2.5556 Epoch 4/100 ---------- lr: 0.01 train loss: 4.2767 val loss: 2.5825 Epoch 5/100 ---------- lr: 0.01 train loss: 4.3237 val loss: 2.1425 Epoch 6/100 ---------- lr: 0.01 train loss: 3.6850 val loss: 1.8497 Epoch 7/100 ---------- lr: 0.01 train loss: 3.3967 val loss: 1.7661 Epoch 8/100 ---------- lr: 0.01 train loss: 3.3474 val loss: 1.6936 Epoch 9/100 ---------- lr: 0.01 train loss: 3.7232 val loss: 1.8862 Epoch 10/100 ---------- lr: 0.01 train loss: 3.5705 val loss: 1.6584 Epoch 11/100 ---------- lr: 0.01 train loss: 3.2071 val loss: 1.8293 Epoch 12/100 ---------- lr: 0.01 train loss: 3.0752 val loss: 1.3833 Epoch 13/100 ---------- lr: 0.01 train loss: 2.8761 val loss: 1.2608 Epoch 14/100 ---------- lr: 0.01 train loss: 2.8875 val loss: 1.3913 Epoch 15/100 ---------- lr: 0.01 train loss: 3.0645 val loss: 1.5723 Epoch 16/100 ---------- lr: 0.01 train loss: 2.9166 val loss: 1.3403 Epoch 17/100 ---------- lr: 0.01 train loss: 2.8047 val loss: 1.6004 Epoch 18/100 ---------- lr: 0.01 train loss: 3.6496 val loss: 3.0072 Epoch 19/100 ---------- lr: 0.01 train loss: 8.3956 val loss: 7.1382 Epoch 20/100 ---------- lr: 0.01 train loss: 8.4018 val loss: 6.8364 Epoch 21/100 ---------- lr: 0.01 train loss: 9.9966 val loss: 7.0477 Epoch 22/100 ---------- lr: 0.01 train loss: 9.0149 val loss: 6.3376 Epoch 23/100 ---------- lr: 0.01 train loss: 8.6663 val loss: 6.5553 Epoch 24/100 ---------- lr: 0.01 train loss: 8.0988 val loss: 6.3869 Epoch 25/100 ---------- lr: 0.01 train loss: 7.7422 val loss: 6.2248 Epoch 26/100 ---------- lr: 0.01 train loss: 7.5374 val loss: 5.2130 Epoch 27/100 ---------- lr: 0.01 train loss: 7.2707 val loss: 5.5677 Epoch 28/100 ---------- lr: 0.01 train loss: 7.9402 val loss: 5.7756 Epoch 29/100 ---------- lr: 0.01 train loss: 7.1885 val loss: 5.3053 Epoch 30/100 ---------- lr: 0.01 train loss: 7.3891 val loss: 5.4397 Epoch 31/100 ---------- lr: 0.01 train loss: 6.7379 val loss: 4.9630 Epoch 32/100 ---------- lr: 0.01 train loss: 6.5226 val loss: 4.5119 Epoch 33/100 ---------- lr: 0.01 train loss: 6.3428 val loss: 4.3674 Epoch 34/100 ---------- lr: 0.01 train loss: 6.1473 val loss: 4.2064 Epoch 35/100 ---------- lr: 0.005 train loss: 5.6537 val loss: 4.0460 Epoch 36/100 ---------- lr: 0.005 train loss: 5.5728 val loss: 3.9062 Epoch 37/100 ---------- lr: 0.005 train loss: 5.4457 val loss: 3.8319 Epoch 38/100 ---------- lr: 0.005 train loss: 5.4290 val loss: 3.6621 Epoch 39/100 ---------- lr: 0.005 train loss: 5.8680 val loss: 4.1175 Epoch 40/100 ---------- lr: 0.005 train loss: 5.9059 val loss: 4.4562 Epoch 41/100 ---------- lr: 0.005 train loss: 5.7773 val loss: 4.0973 Epoch 42/100 ---------- lr: 0.005 train loss: 5.7583 val loss: 4.9543 Epoch 43/100 ---------- lr: 0.005 train loss: 5.9018 val loss: 4.0888 Epoch 44/100 ---------- lr: 0.005 train loss: 6.4693 val loss: 5.1989 Epoch 45/100 ---------- lr: 0.005 train loss: 6.3910 val loss: 4.6118 Epoch 46/100 ---------- lr: 0.005 train loss: 6.0521 val loss: 4.2735 Epoch 47/100 ---------- lr: 0.005 train loss: 5.8456 val loss: 4.1900 Epoch 48/100 ---------- lr: 0.005 train loss: 6.0857 val loss: 4.6843 Epoch 49/100 ---------- lr: 0.005 train loss: 5.9793 val loss: 4.5211 Epoch 50/100 ---------- lr: 0.005 train loss: 5.8292 val loss: 4.4793 Epoch 51/100 ---------- lr: 0.005 train loss: 5.6778 val loss: 4.2709 Epoch 52/100 ---------- lr: 0.005 train loss: 5.8901 val loss: 4.5596 Epoch 53/100 ---------- lr: 0.005 train loss: 5.7430 val loss: 4.6584 Epoch 54/100 ---------- lr: 0.005 train loss: 5.6899 val loss: 4.0730 Epoch 55/100 ---------- lr: 0.005 train loss: 5.4974 val loss: 4.2485 Epoch 56/100 ---------- lr: 0.0025 train loss: 5.3718 val loss: 3.9168 Epoch 57/100 ---------- lr: 0.0025 train loss: 5.2724 val loss: 3.7433 Epoch 58/100 ---------- lr: 0.0025 train loss: 5.1554 val loss: 3.8228 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.1359 val loss: 3.8066 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.1747 val loss: 3.7724 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.1805 val loss: 3.7051 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.1613 val loss: 3.8862 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.0508 val loss: 3.8447 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.9941 val loss: 3.8302 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.0265 val loss: 3.7142 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.0106 val loss: 3.5550 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.9838 val loss: 3.5214 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.0867 val loss: 3.7432 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.0225 val loss: 3.6732 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.9428 val loss: 3.6138 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.9589 val loss: 3.6121 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.8984 val loss: 3.3859 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.8351 val loss: 3.4921 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.8249 val loss: 3.5356 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.8027 val loss: 3.3658 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.7305 val loss: 3.4128 Epoch 77/100 ---------- lr: 0.00125 train loss: 4.6519 val loss: 3.3508 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.6462 val loss: 3.1629 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.6171 val loss: 3.2141 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.5543 val loss: 3.1359 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.5694 val loss: 3.1066 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.5760 val loss: 3.1539 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.5914 val loss: 3.1208 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.5923 val loss: 3.0124 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.5923 val loss: 3.1730 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.5952 val loss: 3.1665 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.5923 val loss: 3.4238 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.5545 val loss: 3.1791 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.6501 val loss: 3.2581 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.5845 val loss: 3.3010 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.6165 val loss: 3.1469 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.5722 val loss: 3.2264 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.5441 val loss: 3.2301 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.5444 val loss: 3.0890 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.5205 val loss: 3.1252 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.4998 val loss: 3.1358 Epoch 97/100 ---------- lr: 0.00125 train loss: 4.5435 val loss: 3.1237 Epoch 98/100 ---------- lr: 0.000625 train loss: 4.5115 val loss: 3.2170 Epoch 99/100 ---------- lr: 0.000625 train loss: 4.4762 val loss: 3.1065 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.4658 val loss: 3.1226 Training complete in 15m 4s Best val loss: 1.2608 at epoch 13 Val MSE at best epoch: 0.5166