Epoch 1/100 ---------- lr: 0.01 train loss: 21.8176 val loss: 7.1770 Epoch 2/100 ---------- lr: 0.01 train loss: 6.7789 val loss: 5.0572 Epoch 3/100 ---------- lr: 0.01 train loss: 5.1753 val loss: 3.7234 Epoch 4/100 ---------- lr: 0.01 train loss: 4.6451 val loss: 3.1485 Epoch 5/100 ---------- lr: 0.01 train loss: 3.9480 val loss: 2.8788 Epoch 6/100 ---------- lr: 0.01 train loss: 3.7617 val loss: 4.8024 Epoch 7/100 ---------- lr: 0.01 train loss: 3.4428 val loss: 2.2843 Epoch 8/100 ---------- lr: 0.01 train loss: 3.4322 val loss: 2.8754 Epoch 9/100 ---------- lr: 0.01 train loss: 3.0498 val loss: 2.6890 Epoch 10/100 ---------- lr: 0.01 train loss: 2.6925 val loss: 1.7472 Epoch 11/100 ---------- lr: 0.01 train loss: 2.6679 val loss: 1.9075 Epoch 12/100 ---------- lr: 0.01 train loss: 2.9112 val loss: 2.0649 Epoch 13/100 ---------- lr: 0.01 train loss: 2.6590 val loss: 2.0035 Epoch 14/100 ---------- lr: 0.01 train loss: 2.4116 val loss: 1.7328 Epoch 15/100 ---------- lr: 0.01 train loss: 2.1685 val loss: 1.3315 Epoch 16/100 ---------- lr: 0.01 train loss: 2.0009 val loss: 1.4110 Epoch 17/100 ---------- lr: 0.01 train loss: 2.1024 val loss: 1.5926 Epoch 18/100 ---------- lr: 0.01 train loss: 2.1717 val loss: 1.6230 Epoch 19/100 ---------- lr: 0.01 train loss: 1.9922 val loss: 1.0839 Epoch 20/100 ---------- lr: 0.01 train loss: 1.6787 val loss: 1.1749 Epoch 21/100 ---------- lr: 0.01 train loss: 2.2000 val loss: 1.8614 Epoch 22/100 ---------- lr: 0.01 train loss: 2.0635 val loss: 1.2385 Epoch 23/100 ---------- lr: 0.01 train loss: 1.7054 val loss: 1.0312 Epoch 24/100 ---------- lr: 0.01 train loss: 2.0126 val loss: 1.9023 Epoch 25/100 ---------- lr: 0.01 train loss: 2.0280 val loss: 0.9990 Epoch 26/100 ---------- lr: 0.01 train loss: 1.6334 val loss: 1.3835 Epoch 27/100 ---------- lr: 0.01 train loss: 1.9770 val loss: 1.2881 Epoch 28/100 ---------- lr: 0.01 train loss: 1.7169 val loss: 1.4024 Epoch 29/100 ---------- lr: 0.01 train loss: 2.4124 val loss: 1.4959 Epoch 30/100 ---------- lr: 0.01 train loss: 2.1111 val loss: 1.7747 Epoch 31/100 ---------- lr: 0.01 train loss: 3.3518 val loss: 3.8889 Epoch 32/100 ---------- lr: 0.01 train loss: 4.3964 val loss: 4.3878 Epoch 33/100 ---------- lr: 0.01 train loss: 5.4745 val loss: 5.6284 Epoch 34/100 ---------- lr: 0.01 train loss: 6.1365 val loss: 4.3040 Epoch 35/100 ---------- lr: 0.01 train loss: 6.0082 val loss: 5.6464 Epoch 36/100 ---------- lr: 0.01 train loss: 6.7854 val loss: 5.1773 Epoch 37/100 ---------- lr: 0.01 train loss: 6.3497 val loss: 4.9541 Epoch 38/100 ---------- lr: 0.01 train loss: 5.8897 val loss: 4.5895 Epoch 39/100 ---------- lr: 0.01 train loss: 5.6019 val loss: 4.5416 Epoch 40/100 ---------- lr: 0.01 train loss: 5.0867 val loss: 3.9318 Epoch 41/100 ---------- lr: 0.01 train loss: 4.7034 val loss: 3.7486 Epoch 42/100 ---------- lr: 0.01 train loss: 4.4545 val loss: 3.5453 Epoch 43/100 ---------- lr: 0.01 train loss: 4.2249 val loss: 3.4814 Epoch 44/100 ---------- lr: 0.01 train loss: 4.3249 val loss: 3.3519 Epoch 45/100 ---------- lr: 0.01 train loss: 4.0282 val loss: 3.2282 Epoch 46/100 ---------- lr: 0.01 train loss: 3.8872 val loss: 3.2867 Epoch 47/100 ---------- lr: 0.005 train loss: 3.5344 val loss: 2.9587 Epoch 48/100 ---------- lr: 0.005 train loss: 3.3835 val loss: 2.9217 Epoch 49/100 ---------- lr: 0.005 train loss: 3.6446 val loss: 3.4711 Epoch 50/100 ---------- lr: 0.005 train loss: 3.7345 val loss: 3.0582 Epoch 51/100 ---------- lr: 0.005 train loss: 4.7113 val loss: 4.6640 Epoch 52/100 ---------- lr: 0.005 train loss: 5.2141 val loss: 4.3889 Epoch 53/100 ---------- lr: 0.005 train loss: 5.2113 val loss: 4.3988 Epoch 54/100 ---------- lr: 0.005 train loss: 4.8812 val loss: 4.1082 Epoch 55/100 ---------- lr: 0.005 train loss: 4.6560 val loss: 3.8647 Epoch 56/100 ---------- lr: 0.005 train loss: 4.3359 val loss: 3.5795 Epoch 57/100 ---------- lr: 0.005 train loss: 4.3286 val loss: 3.5373 Epoch 58/100 ---------- lr: 0.005 train loss: 4.1459 val loss: 3.4165 Epoch 59/100 ---------- lr: 0.005 train loss: 3.9282 val loss: 3.3451 Epoch 60/100 ---------- lr: 0.005 train loss: 4.1013 val loss: 3.6228 Epoch 61/100 ---------- lr: 0.005 train loss: 4.2263 val loss: 3.3528 Epoch 62/100 ---------- lr: 0.005 train loss: 4.0774 val loss: 3.2249 Epoch 63/100 ---------- lr: 0.005 train loss: 3.9051 val loss: 3.1286 Epoch 64/100 ---------- lr: 0.005 train loss: 3.9778 val loss: 3.4346 Epoch 65/100 ---------- lr: 0.005 train loss: 4.1596 val loss: 3.5913 Epoch 66/100 ---------- lr: 0.005 train loss: 4.1222 val loss: 3.4798 Epoch 67/100 ---------- lr: 0.005 train loss: 3.9205 val loss: 3.4577 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.7300 val loss: 3.1641 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.6279 val loss: 3.4313 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.6184 val loss: 3.1867 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.5333 val loss: 2.9595 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.3877 val loss: 3.0044 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.3893 val loss: 3.0017 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.4408 val loss: 3.1036 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.3720 val loss: 3.0290 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.3153 val loss: 2.9946 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.3193 val loss: 3.2126 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.3909 val loss: 3.2357 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.4541 val loss: 3.2161 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.4057 val loss: 3.2441 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.5242 val loss: 3.0982 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.3930 val loss: 2.9910 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.3091 val loss: 2.9669 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.2673 val loss: 3.0398 Epoch 85/100 ---------- lr: 0.0025 train loss: 3.2809 val loss: 2.8130 Epoch 86/100 ---------- lr: 0.0025 train loss: 3.4752 val loss: 2.8354 Epoch 87/100 ---------- lr: 0.0025 train loss: 3.3711 val loss: 2.8038 Epoch 88/100 ---------- lr: 0.0025 train loss: 3.3273 val loss: 2.6605 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.2181 val loss: 2.5676 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.1607 val loss: 2.5486 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.1293 val loss: 2.6449 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.0892 val loss: 2.5188 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.0458 val loss: 2.5024 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.9903 val loss: 2.5534 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.9980 val loss: 2.4629 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.9522 val loss: 2.6250 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.9555 val loss: 2.6084 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.0112 val loss: 2.5350 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.9421 val loss: 2.6082 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.9395 val loss: 2.5948 Training complete in 20m 5s Best val loss: 0.9990 at epoch 25 Val MSE at best epoch: 0.3559