Epoch 1/100 ---------- lr: 0.005 train loss: 7.8980 val loss: 3.6275 Epoch 2/100 ---------- lr: 0.005 train loss: 4.1828 val loss: 3.2693 Epoch 3/100 ---------- lr: 0.005 train loss: 3.5337 val loss: 2.8085 Epoch 4/100 ---------- lr: 0.005 train loss: 3.1039 val loss: 2.0105 Epoch 5/100 ---------- lr: 0.005 train loss: 2.9975 val loss: 2.3181 Epoch 6/100 ---------- lr: 0.005 train loss: 2.5028 val loss: 1.6108 Epoch 7/100 ---------- lr: 0.005 train loss: 2.1450 val loss: 2.4129 Epoch 8/100 ---------- lr: 0.005 train loss: 2.1942 val loss: 1.3798 Epoch 9/100 ---------- lr: 0.005 train loss: 2.5246 val loss: 1.5791 Epoch 10/100 ---------- lr: 0.005 train loss: 1.9997 val loss: 1.2197 Epoch 11/100 ---------- lr: 0.005 train loss: 1.5993 val loss: 0.9103 Epoch 12/100 ---------- lr: 0.005 train loss: 1.9504 val loss: 1.3670 Epoch 13/100 ---------- lr: 0.005 train loss: 1.5950 val loss: 0.8768 Epoch 14/100 ---------- lr: 0.005 train loss: 1.3718 val loss: 0.8353 Epoch 15/100 ---------- lr: 0.005 train loss: 1.3692 val loss: 0.6610 Epoch 16/100 ---------- lr: 0.005 train loss: 1.2544 val loss: 0.7367 Epoch 17/100 ---------- lr: 0.005 train loss: 1.6086 val loss: 0.8964 Epoch 18/100 ---------- lr: 0.005 train loss: 1.2949 val loss: 1.3221 Epoch 19/100 ---------- lr: 0.005 train loss: 1.2835 val loss: 0.6259 Epoch 20/100 ---------- lr: 0.005 train loss: 1.1155 val loss: 0.5185 Epoch 21/100 ---------- lr: 0.005 train loss: 1.0485 val loss: 0.7730 Epoch 22/100 ---------- lr: 0.005 train loss: 1.1331 val loss: 0.8158 Epoch 23/100 ---------- lr: 0.005 train loss: 1.1265 val loss: 0.5448 Epoch 24/100 ---------- lr: 0.005 train loss: 1.4392 val loss: 0.8663 Epoch 25/100 ---------- lr: 0.005 train loss: 1.1063 val loss: 0.5834 Epoch 26/100 ---------- lr: 0.005 train loss: 1.0828 val loss: 0.7669 Epoch 27/100 ---------- lr: 0.005 train loss: 1.3517 val loss: 0.7818 Epoch 28/100 ---------- lr: 0.005 train loss: 1.0572 val loss: 0.4411 Epoch 29/100 ---------- lr: 0.005 train loss: 0.9035 val loss: 0.3535 Epoch 30/100 ---------- lr: 0.005 train loss: 0.8539 val loss: 0.3574 Epoch 31/100 ---------- lr: 0.005 train loss: 1.0199 val loss: 0.9125 Epoch 32/100 ---------- lr: 0.005 train loss: 1.2204 val loss: 1.4581 Epoch 33/100 ---------- lr: 0.005 train loss: 1.2659 val loss: 0.5235 Epoch 34/100 ---------- lr: 0.005 train loss: 0.9499 val loss: 0.3468 Epoch 35/100 ---------- lr: 0.005 train loss: 0.8294 val loss: 0.3494 Epoch 36/100 ---------- lr: 0.005 train loss: 0.8039 val loss: 0.3282 Epoch 37/100 ---------- lr: 0.005 train loss: 0.9051 val loss: 0.4081 Epoch 38/100 ---------- lr: 0.005 train loss: 0.9663 val loss: 0.4934 Epoch 39/100 ---------- lr: 0.005 train loss: 0.9766 val loss: 0.3526 Epoch 40/100 ---------- lr: 0.005 train loss: 0.8149 val loss: 0.3414 Epoch 41/100 ---------- lr: 0.005 train loss: 0.9050 val loss: 0.5608 Epoch 42/100 ---------- lr: 0.005 train loss: 1.1657 val loss: 0.5447 Epoch 43/100 ---------- lr: 0.005 train loss: 0.9415 val loss: 0.4680 Epoch 44/100 ---------- lr: 0.005 train loss: 0.9425 val loss: 0.9489 Epoch 45/100 ---------- lr: 0.005 train loss: 1.1975 val loss: 0.7191 Epoch 46/100 ---------- lr: 0.005 train loss: 0.9168 val loss: 0.4476 Epoch 47/100 ---------- lr: 0.005 train loss: 0.8102 val loss: 0.4332 Epoch 48/100 ---------- lr: 0.005 train loss: 0.7843 val loss: 0.3175 Epoch 49/100 ---------- lr: 0.005 train loss: 0.7638 val loss: 0.2900 Epoch 50/100 ---------- lr: 0.005 train loss: 0.8241 val loss: 0.5408 Epoch 51/100 ---------- lr: 0.005 train loss: 0.8427 val loss: 0.3276 Epoch 52/100 ---------- lr: 0.005 train loss: 0.7969 val loss: 0.4946 Epoch 53/100 ---------- lr: 0.005 train loss: 0.8655 val loss: 0.3084 Epoch 54/100 ---------- lr: 0.005 train loss: 0.7731 val loss: 0.3034 Epoch 55/100 ---------- lr: 0.005 train loss: 0.8718 val loss: 0.3765 Epoch 56/100 ---------- lr: 0.005 train loss: 3.5305 val loss: 5.0923 Epoch 57/100 ---------- lr: 0.005 train loss: 5.3915 val loss: 5.1137 Epoch 58/100 ---------- lr: 0.005 train loss: 4.9511 val loss: 4.0331 Epoch 59/100 ---------- lr: 0.005 train loss: 4.0535 val loss: 3.7108 Epoch 60/100 ---------- lr: 0.005 train loss: 3.7049 val loss: 2.7824 Epoch 61/100 ---------- lr: 0.005 train loss: 3.4000 val loss: 2.9125 Epoch 62/100 ---------- lr: 0.005 train loss: 3.2239 val loss: 2.3419 Epoch 63/100 ---------- lr: 0.005 train loss: 3.2932 val loss: 2.5622 Epoch 64/100 ---------- lr: 0.005 train loss: 3.3431 val loss: 2.6807 Epoch 65/100 ---------- lr: 0.005 train loss: 3.6477 val loss: 3.1562 Epoch 66/100 ---------- lr: 0.005 train loss: 3.8087 val loss: 3.4193 Epoch 67/100 ---------- lr: 0.005 train loss: 4.5531 val loss: 3.2821 Epoch 68/100 ---------- lr: 0.005 train loss: 3.9628 val loss: 2.8671 Epoch 69/100 ---------- lr: 0.005 train loss: 3.6182 val loss: 3.5047 Epoch 70/100 ---------- lr: 0.005 train loss: 4.1986 val loss: 4.5976 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.9602 val loss: 3.8547 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.5468 val loss: 3.7049 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.2696 val loss: 3.3723 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.1378 val loss: 3.3557 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.1964 val loss: 3.3266 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.9196 val loss: 3.2424 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.9496 val loss: 3.2004 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.0483 val loss: 3.2992 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.8923 val loss: 3.1047 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.9739 val loss: 3.8240 Epoch 81/100 ---------- lr: 0.0025 train loss: 4.2551 val loss: 3.7532 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.9876 val loss: 3.3309 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.9315 val loss: 3.6749 Epoch 84/100 ---------- lr: 0.0025 train loss: 4.1619 val loss: 3.2271 Epoch 85/100 ---------- lr: 0.0025 train loss: 3.7816 val loss: 3.1024 Epoch 86/100 ---------- lr: 0.0025 train loss: 3.5481 val loss: 2.7642 Epoch 87/100 ---------- lr: 0.0025 train loss: 3.3857 val loss: 2.8635 Epoch 88/100 ---------- lr: 0.0025 train loss: 3.3146 val loss: 2.6488 Epoch 89/100 ---------- lr: 0.0025 train loss: 3.2365 val loss: 2.6293 Epoch 90/100 ---------- lr: 0.0025 train loss: 3.1712 val loss: 2.6415 Epoch 91/100 ---------- lr: 0.0025 train loss: 3.4163 val loss: 2.8789 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.3796 val loss: 2.7561 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.2549 val loss: 2.6188 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.1785 val loss: 2.4363 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.1219 val loss: 2.4824 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.1471 val loss: 2.3941 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.0846 val loss: 2.5882 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.0221 val loss: 2.4253 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.9440 val loss: 2.3971 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.9588 val loss: 2.5113 Training complete in 18m 42s Best val loss: 0.2900 at epoch 49 Val MSE at best epoch: 0.1233