Epoch 1/100 ---------- lr: 0.01 train loss: 11.6827 val loss: 5.6566 Epoch 2/100 ---------- lr: 0.01 train loss: 4.7466 val loss: 2.9342 Epoch 3/100 ---------- lr: 0.01 train loss: 3.8774 val loss: 3.0632 Epoch 4/100 ---------- lr: 0.01 train loss: 3.5632 val loss: 3.3052 Epoch 5/100 ---------- lr: 0.01 train loss: 3.7020 val loss: 2.6486 Epoch 6/100 ---------- lr: 0.01 train loss: 3.2118 val loss: 1.7935 Epoch 7/100 ---------- lr: 0.01 train loss: 2.6682 val loss: 1.8222 Epoch 8/100 ---------- lr: 0.01 train loss: 2.7502 val loss: 1.8213 Epoch 9/100 ---------- lr: 0.01 train loss: 2.6072 val loss: 1.4317 Epoch 10/100 ---------- lr: 0.01 train loss: 2.2956 val loss: 1.6619 Epoch 11/100 ---------- lr: 0.01 train loss: 2.2705 val loss: 1.2508 Epoch 12/100 ---------- lr: 0.01 train loss: 2.2604 val loss: 1.4497 Epoch 13/100 ---------- lr: 0.01 train loss: 2.4041 val loss: 1.4088 Epoch 14/100 ---------- lr: 0.01 train loss: 2.1264 val loss: 1.3674 Epoch 15/100 ---------- lr: 0.01 train loss: 2.0659 val loss: 1.3212 Epoch 16/100 ---------- lr: 0.01 train loss: 2.6618 val loss: 1.7928 Epoch 17/100 ---------- lr: 0.01 train loss: 9.4929 val loss: 11.8310 Epoch 18/100 ---------- lr: 0.01 train loss: 9.5161 val loss: 7.2547 Epoch 19/100 ---------- lr: 0.01 train loss: 7.5291 val loss: 6.3461 Epoch 20/100 ---------- lr: 0.01 train loss: 7.1147 val loss: 6.1610 Epoch 21/100 ---------- lr: 0.01 train loss: 7.5987 val loss: 6.5796 Epoch 22/100 ---------- lr: 0.01 train loss: 9.1902 val loss: 7.4846 Epoch 23/100 ---------- lr: 0.01 train loss: 7.8641 val loss: 6.4604 Epoch 24/100 ---------- lr: 0.01 train loss: 7.3665 val loss: 5.4847 Epoch 25/100 ---------- lr: 0.01 train loss: 6.7741 val loss: 5.4708 Epoch 26/100 ---------- lr: 0.01 train loss: 6.7680 val loss: 5.0579 Epoch 27/100 ---------- lr: 0.01 train loss: 6.1207 val loss: 4.8803 Epoch 28/100 ---------- lr: 0.01 train loss: 5.9835 val loss: 5.1060 Epoch 29/100 ---------- lr: 0.01 train loss: 7.3093 val loss: 5.3943 Epoch 30/100 ---------- lr: 0.01 train loss: 7.2760 val loss: 6.1115 Epoch 31/100 ---------- lr: 0.01 train loss: 6.8712 val loss: 6.8151 Epoch 32/100 ---------- lr: 0.01 train loss: 9.4387 val loss: 7.9536 Epoch 33/100 ---------- lr: 0.005 train loss: 8.1402 val loss: 6.2890 Epoch 34/100 ---------- lr: 0.005 train loss: 7.4162 val loss: 6.2550 Epoch 35/100 ---------- lr: 0.005 train loss: 7.0807 val loss: 5.7471 Epoch 36/100 ---------- lr: 0.005 train loss: 6.9045 val loss: 5.4974 Epoch 37/100 ---------- lr: 0.005 train loss: 6.5460 val loss: 5.3192 Epoch 38/100 ---------- lr: 0.005 train loss: 6.2664 val loss: 5.1157 Epoch 39/100 ---------- lr: 0.005 train loss: 6.0241 val loss: 5.1486 Epoch 40/100 ---------- lr: 0.005 train loss: 5.9178 val loss: 5.1281 Epoch 41/100 ---------- lr: 0.005 train loss: 5.7679 val loss: 5.2486 Epoch 42/100 ---------- lr: 0.005 train loss: 5.7814 val loss: 4.9958 Epoch 43/100 ---------- lr: 0.005 train loss: 5.6923 val loss: 4.6410 Epoch 44/100 ---------- lr: 0.005 train loss: 5.7609 val loss: 4.8459 Epoch 45/100 ---------- lr: 0.005 train loss: 5.8416 val loss: 5.0321 Epoch 46/100 ---------- lr: 0.005 train loss: 6.1121 val loss: 5.7932 Epoch 47/100 ---------- lr: 0.005 train loss: 6.4568 val loss: 5.2230 Epoch 48/100 ---------- lr: 0.005 train loss: 5.8656 val loss: 5.3868 Epoch 49/100 ---------- lr: 0.005 train loss: 5.8727 val loss: 4.9637 Epoch 50/100 ---------- lr: 0.005 train loss: 5.5501 val loss: 4.8762 Epoch 51/100 ---------- lr: 0.005 train loss: 5.4473 val loss: 4.9317 Epoch 52/100 ---------- lr: 0.005 train loss: 5.4760 val loss: 4.5940 Epoch 53/100 ---------- lr: 0.005 train loss: 5.3074 val loss: 4.4959 Epoch 54/100 ---------- lr: 0.0025 train loss: 4.9641 val loss: 4.0714 Epoch 55/100 ---------- lr: 0.0025 train loss: 4.9214 val loss: 4.2648 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.9615 val loss: 4.4719 Epoch 57/100 ---------- lr: 0.0025 train loss: 5.2213 val loss: 4.4589 Epoch 58/100 ---------- lr: 0.0025 train loss: 5.1272 val loss: 4.1023 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.0756 val loss: 4.1008 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.9627 val loss: 3.7729 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.8978 val loss: 3.8376 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.7993 val loss: 3.7169 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.7836 val loss: 3.8995 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.7078 val loss: 3.7752 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.6744 val loss: 3.9371 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.9882 val loss: 4.0755 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.9961 val loss: 4.0228 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.8849 val loss: 3.9431 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.8428 val loss: 3.9624 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.9276 val loss: 4.1241 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.8131 val loss: 4.2025 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.7670 val loss: 4.1079 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.7857 val loss: 4.1992 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.7156 val loss: 3.9207 Epoch 75/100 ---------- lr: 0.00125 train loss: 4.5735 val loss: 3.7463 Epoch 76/100 ---------- lr: 0.00125 train loss: 4.4508 val loss: 3.7753 Epoch 77/100 ---------- lr: 0.00125 train loss: 4.5008 val loss: 3.8839 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.3231 val loss: 3.7571 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.3354 val loss: 3.8202 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.4924 val loss: 3.7730 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.4571 val loss: 3.7097 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.3726 val loss: 3.7601 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.4765 val loss: 3.6790 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.3611 val loss: 3.5257 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.2181 val loss: 3.5360 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.2782 val loss: 3.4735 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.3161 val loss: 3.5025 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.3445 val loss: 3.6392 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.2995 val loss: 3.6438 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.3408 val loss: 3.7114 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.3817 val loss: 3.7694 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.3087 val loss: 3.7331 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.2742 val loss: 3.6450 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.2517 val loss: 3.5309 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.2458 val loss: 3.5330 Epoch 96/100 ---------- lr: 0.000625 train loss: 4.1706 val loss: 3.4896 Epoch 97/100 ---------- lr: 0.000625 train loss: 4.1225 val loss: 3.4404 Epoch 98/100 ---------- lr: 0.000625 train loss: 4.1247 val loss: 3.5165 Epoch 99/100 ---------- lr: 0.000625 train loss: 4.1987 val loss: 3.5118 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.1347 val loss: 3.5049 Training complete in 23m 3s Best val loss: 1.2508 at epoch 11 Val MSE at best epoch: 0.5330