Epoch 1/100 ---------- lr: 0.005 train loss: 10.8692 val loss: 3.6040 Epoch 2/100 ---------- lr: 0.005 train loss: 4.0337 val loss: 3.2858 Epoch 3/100 ---------- lr: 0.005 train loss: 3.5989 val loss: 2.5508 Epoch 4/100 ---------- lr: 0.005 train loss: 3.4402 val loss: 2.7539 Epoch 5/100 ---------- lr: 0.005 train loss: 3.1677 val loss: 1.9064 Epoch 6/100 ---------- lr: 0.005 train loss: 2.7684 val loss: 2.2622 Epoch 7/100 ---------- lr: 0.005 train loss: 2.5039 val loss: 1.3535 Epoch 8/100 ---------- lr: 0.005 train loss: 2.3005 val loss: 1.7975 Epoch 9/100 ---------- lr: 0.005 train loss: 2.4084 val loss: 1.4053 Epoch 10/100 ---------- lr: 0.005 train loss: 2.1537 val loss: 1.5655 Epoch 11/100 ---------- lr: 0.005 train loss: 2.0434 val loss: 1.1202 Epoch 12/100 ---------- lr: 0.005 train loss: 1.8877 val loss: 1.1287 Epoch 13/100 ---------- lr: 0.005 train loss: 1.8318 val loss: 1.0285 Epoch 14/100 ---------- lr: 0.005 train loss: 1.9905 val loss: 0.9481 Epoch 15/100 ---------- lr: 0.005 train loss: 1.5859 val loss: 0.7151 Epoch 16/100 ---------- lr: 0.005 train loss: 1.5409 val loss: 0.7407 Epoch 17/100 ---------- lr: 0.005 train loss: 1.6204 val loss: 0.8451 Epoch 18/100 ---------- lr: 0.005 train loss: 1.6071 val loss: 1.1929 Epoch 19/100 ---------- lr: 0.005 train loss: 1.5619 val loss: 0.7911 Epoch 20/100 ---------- lr: 0.005 train loss: 1.5933 val loss: 1.2984 Epoch 21/100 ---------- lr: 0.005 train loss: 1.4950 val loss: 0.6129 Epoch 22/100 ---------- lr: 0.005 train loss: 1.9406 val loss: 1.0892 Epoch 23/100 ---------- lr: 0.005 train loss: 1.6320 val loss: 0.8032 Epoch 24/100 ---------- lr: 0.005 train loss: 1.9961 val loss: 1.1955 Epoch 25/100 ---------- lr: 0.005 train loss: 1.6279 val loss: 0.6253 Epoch 26/100 ---------- lr: 0.005 train loss: 1.3643 val loss: 0.5665 Epoch 27/100 ---------- lr: 0.005 train loss: 1.3015 val loss: 0.6316 Epoch 28/100 ---------- lr: 0.005 train loss: 1.3336 val loss: 0.5939 Epoch 29/100 ---------- lr: 0.005 train loss: 1.4398 val loss: 0.4984 Epoch 30/100 ---------- lr: 0.005 train loss: 1.2108 val loss: 0.4333 Epoch 31/100 ---------- lr: 0.005 train loss: 1.3410 val loss: 0.8806 Epoch 32/100 ---------- lr: 0.005 train loss: 1.2946 val loss: 0.4630 Epoch 33/100 ---------- lr: 0.005 train loss: 1.2613 val loss: 0.4569 Epoch 34/100 ---------- lr: 0.005 train loss: 1.1644 val loss: 0.4061 Epoch 35/100 ---------- lr: 0.005 train loss: 1.1614 val loss: 0.3977 Epoch 36/100 ---------- lr: 0.005 train loss: 1.1414 val loss: 0.3864 Epoch 37/100 ---------- lr: 0.005 train loss: 1.4154 val loss: 1.2924 Epoch 38/100 ---------- lr: 0.005 train loss: 1.5471 val loss: 0.5680 Epoch 39/100 ---------- lr: 0.005 train loss: 1.1612 val loss: 0.4061 Epoch 40/100 ---------- lr: 0.005 train loss: 1.1044 val loss: 0.3436 Epoch 41/100 ---------- lr: 0.005 train loss: 1.1556 val loss: 0.5578 Epoch 42/100 ---------- lr: 0.005 train loss: 1.1780 val loss: 0.4143 Epoch 43/100 ---------- lr: 0.005 train loss: 1.2394 val loss: 0.4438 Epoch 44/100 ---------- lr: 0.005 train loss: 1.1679 val loss: 0.4717 Epoch 45/100 ---------- lr: 0.005 train loss: 1.1211 val loss: 0.4278 Epoch 46/100 ---------- lr: 0.005 train loss: 1.3225 val loss: 0.5542 Epoch 47/100 ---------- lr: 0.005 train loss: 1.1459 val loss: 0.3572 Epoch 48/100 ---------- lr: 0.005 train loss: 1.0632 val loss: 0.3385 Epoch 49/100 ---------- lr: 0.005 train loss: 1.1219 val loss: 0.5421 Epoch 50/100 ---------- lr: 0.005 train loss: 1.2589 val loss: 0.6760 Epoch 51/100 ---------- lr: 0.005 train loss: 1.3044 val loss: 0.5307 Epoch 52/100 ---------- lr: 0.005 train loss: 1.2259 val loss: 0.4618 Epoch 53/100 ---------- lr: 0.005 train loss: 1.1106 val loss: 0.4537 Epoch 54/100 ---------- lr: 0.005 train loss: 1.1091 val loss: 0.3876 Epoch 55/100 ---------- lr: 0.005 train loss: 1.0501 val loss: 0.3264 Epoch 56/100 ---------- lr: 0.005 train loss: 1.1022 val loss: 0.6107 Epoch 57/100 ---------- lr: 0.005 train loss: 1.1531 val loss: 0.3739 Epoch 58/100 ---------- lr: 0.005 train loss: 1.1171 val loss: 0.3442 Epoch 59/100 ---------- lr: 0.005 train loss: 1.0283 val loss: 0.3319 Epoch 60/100 ---------- lr: 0.005 train loss: 1.1911 val loss: 0.9749 Epoch 61/100 ---------- lr: 0.005 train loss: 1.4781 val loss: 0.4314 Epoch 62/100 ---------- lr: 0.005 train loss: 1.1151 val loss: 0.3674 Epoch 63/100 ---------- lr: 0.005 train loss: 1.1040 val loss: 0.3414 Epoch 64/100 ---------- lr: 0.005 train loss: 1.1068 val loss: 0.5720 Epoch 65/100 ---------- lr: 0.005 train loss: 1.3141 val loss: 0.5191 Epoch 66/100 ---------- lr: 0.005 train loss: 1.1918 val loss: 0.6103 Epoch 67/100 ---------- lr: 0.005 train loss: 1.2459 val loss: 0.5395 Epoch 68/100 ---------- lr: 0.005 train loss: 1.1147 val loss: 0.3568 Epoch 69/100 ---------- lr: 0.005 train loss: 1.0464 val loss: 0.3965 Epoch 70/100 ---------- lr: 0.005 train loss: 1.0113 val loss: 0.2929 Epoch 71/100 ---------- lr: 0.005 train loss: 1.0386 val loss: 0.4860 Epoch 72/100 ---------- lr: 0.005 train loss: 1.0582 val loss: 0.4820 Epoch 73/100 ---------- lr: 0.005 train loss: 3.0556 val loss: 3.3998 Epoch 74/100 ---------- lr: 0.005 train loss: 4.6715 val loss: 3.3217 Epoch 75/100 ---------- lr: 0.005 train loss: 3.9483 val loss: 2.4790 Epoch 76/100 ---------- lr: 0.005 train loss: 3.4452 val loss: 2.1281 Epoch 77/100 ---------- lr: 0.005 train loss: 3.2794 val loss: 2.1375 Epoch 78/100 ---------- lr: 0.005 train loss: 3.0088 val loss: 1.9338 Epoch 79/100 ---------- lr: 0.005 train loss: 3.0269 val loss: 2.1962 Epoch 80/100 ---------- lr: 0.005 train loss: 3.1309 val loss: 2.0426 Epoch 81/100 ---------- lr: 0.005 train loss: 3.6377 val loss: 2.9100 Epoch 82/100 ---------- lr: 0.005 train loss: 3.5706 val loss: 2.1170 Epoch 83/100 ---------- lr: 0.005 train loss: 3.1110 val loss: 2.6012 Epoch 84/100 ---------- lr: 0.005 train loss: 3.3606 val loss: 1.9953 Epoch 85/100 ---------- lr: 0.005 train loss: 3.0401 val loss: 2.0743 Epoch 86/100 ---------- lr: 0.005 train loss: 2.9989 val loss: 2.1066 Epoch 87/100 ---------- lr: 0.005 train loss: 3.2886 val loss: 2.3718 Epoch 88/100 ---------- lr: 0.005 train loss: 3.9015 val loss: 3.6394 Epoch 89/100 ---------- lr: 0.005 train loss: 3.6892 val loss: 2.7244 Epoch 90/100 ---------- lr: 0.005 train loss: 3.4829 val loss: 4.0415 Epoch 91/100 ---------- lr: 0.005 train loss: 5.9746 val loss: 4.2214 Epoch 92/100 ---------- lr: 0.0025 train loss: 4.8205 val loss: 3.9033 Epoch 93/100 ---------- lr: 0.0025 train loss: 4.4725 val loss: 3.2336 Epoch 94/100 ---------- lr: 0.0025 train loss: 4.1969 val loss: 3.0800 Epoch 95/100 ---------- lr: 0.0025 train loss: 3.8948 val loss: 2.8223 Epoch 96/100 ---------- lr: 0.0025 train loss: 3.8470 val loss: 2.9521 Epoch 97/100 ---------- lr: 0.0025 train loss: 3.9353 val loss: 2.9747 Epoch 98/100 ---------- lr: 0.0025 train loss: 3.7390 val loss: 2.6693 Epoch 99/100 ---------- lr: 0.0025 train loss: 3.5419 val loss: 2.6456 Epoch 100/100 ---------- lr: 0.0025 train loss: 3.5337 val loss: 2.8328 Training complete in 9m 1s Best val loss: 0.2929 at epoch 70 Val MSE at best epoch: 0.1202