Epoch 1/100 ---------- lr: 0.01 train loss: 7.3194 val loss: 3.3231 Epoch 2/100 ---------- lr: 0.01 train loss: 3.6498 val loss: 3.0278 Epoch 3/100 ---------- lr: 0.01 train loss: 3.1983 val loss: 2.6242 Epoch 4/100 ---------- lr: 0.01 train loss: 2.7557 val loss: 2.8163 Epoch 5/100 ---------- lr: 0.01 train loss: 2.7761 val loss: 2.0207 Epoch 6/100 ---------- lr: 0.01 train loss: 2.8043 val loss: 2.0756 Epoch 7/100 ---------- lr: 0.01 train loss: 2.2200 val loss: 1.4133 Epoch 8/100 ---------- lr: 0.01 train loss: 2.0081 val loss: 1.4881 Epoch 9/100 ---------- lr: 0.01 train loss: 1.8497 val loss: 1.5072 Epoch 10/100 ---------- lr: 0.01 train loss: 1.7816 val loss: 1.2777 Epoch 11/100 ---------- lr: 0.01 train loss: 1.6276 val loss: 1.1159 Epoch 12/100 ---------- lr: 0.01 train loss: 1.5794 val loss: 1.2753 Epoch 13/100 ---------- lr: 0.01 train loss: 2.1810 val loss: 1.3637 Epoch 14/100 ---------- lr: 0.01 train loss: 1.6492 val loss: 0.9846 Epoch 15/100 ---------- lr: 0.01 train loss: 1.5844 val loss: 1.0427 Epoch 16/100 ---------- lr: 0.01 train loss: 1.4936 val loss: 0.8557 Epoch 17/100 ---------- lr: 0.01 train loss: 1.3327 val loss: 0.7160 Epoch 18/100 ---------- lr: 0.01 train loss: 1.2419 val loss: 0.8961 Epoch 19/100 ---------- lr: 0.01 train loss: 1.3161 val loss: 1.0829 Epoch 20/100 ---------- lr: 0.01 train loss: 1.5704 val loss: 1.6403 Epoch 21/100 ---------- lr: 0.01 train loss: 1.7651 val loss: 0.9022 Epoch 22/100 ---------- lr: 0.01 train loss: 1.6953 val loss: 1.3151 Epoch 23/100 ---------- lr: 0.01 train loss: 1.5368 val loss: 0.9539 Epoch 24/100 ---------- lr: 0.01 train loss: 1.3732 val loss: 0.8904 Epoch 25/100 ---------- lr: 0.01 train loss: 1.2086 val loss: 0.6818 Epoch 26/100 ---------- lr: 0.01 train loss: 1.1238 val loss: 0.5781 Epoch 27/100 ---------- lr: 0.01 train loss: 1.1079 val loss: 0.7076 Epoch 28/100 ---------- lr: 0.01 train loss: 1.0927 val loss: 0.7671 Epoch 29/100 ---------- lr: 0.01 train loss: 1.6200 val loss: 0.9545 Epoch 30/100 ---------- lr: 0.01 train loss: 1.2717 val loss: 0.8810 Epoch 31/100 ---------- lr: 0.01 train loss: 1.0584 val loss: 0.5022 Epoch 32/100 ---------- lr: 0.01 train loss: 1.0137 val loss: 0.5414 Epoch 33/100 ---------- lr: 0.01 train loss: 1.0573 val loss: 0.5237 Epoch 34/100 ---------- lr: 0.01 train loss: 1.0546 val loss: 0.5445 Epoch 35/100 ---------- lr: 0.01 train loss: 1.1817 val loss: 0.7085 Epoch 36/100 ---------- lr: 0.01 train loss: 1.1237 val loss: 0.5111 Epoch 37/100 ---------- lr: 0.01 train loss: 0.9579 val loss: 0.4964 Epoch 38/100 ---------- lr: 0.01 train loss: 1.0276 val loss: 0.5686 Epoch 39/100 ---------- lr: 0.01 train loss: 1.0544 val loss: 0.5096 Epoch 40/100 ---------- lr: 0.01 train loss: 1.1579 val loss: 0.6185 Epoch 41/100 ---------- lr: 0.01 train loss: 1.0471 val loss: 0.8745 Epoch 42/100 ---------- lr: 0.01 train loss: 1.3991 val loss: 0.7213 Epoch 43/100 ---------- lr: 0.01 train loss: 1.3953 val loss: 1.5303 Epoch 44/100 ---------- lr: 0.01 train loss: 7.8539 val loss: 7.7462 Epoch 45/100 ---------- lr: 0.01 train loss: 7.8220 val loss: 6.8172 Epoch 46/100 ---------- lr: 0.01 train loss: 8.0577 val loss: 7.7436 Epoch 47/100 ---------- lr: 0.01 train loss: 7.5340 val loss: 6.4609 Epoch 48/100 ---------- lr: 0.01 train loss: 6.5043 val loss: 6.0425 Epoch 49/100 ---------- lr: 0.01 train loss: 6.4338 val loss: 6.5291 Epoch 50/100 ---------- lr: 0.01 train loss: 8.1032 val loss: 7.4570 Epoch 51/100 ---------- lr: 0.01 train loss: 7.1927 val loss: 5.8002 Epoch 52/100 ---------- lr: 0.01 train loss: 6.2871 val loss: 5.4140 Epoch 53/100 ---------- lr: 0.01 train loss: 5.8627 val loss: 5.2497 Epoch 54/100 ---------- lr: 0.01 train loss: 5.5740 val loss: 4.9782 Epoch 55/100 ---------- lr: 0.01 train loss: 5.4261 val loss: 5.0445 Epoch 56/100 ---------- lr: 0.01 train loss: 5.4760 val loss: 4.5369 Epoch 57/100 ---------- lr: 0.01 train loss: 5.3905 val loss: 4.6242 Epoch 58/100 ---------- lr: 0.01 train loss: 5.2786 val loss: 4.7882 Epoch 59/100 ---------- lr: 0.005 train loss: 5.0960 val loss: 4.3711 Epoch 60/100 ---------- lr: 0.005 train loss: 4.9943 val loss: 4.2609 Epoch 61/100 ---------- lr: 0.005 train loss: 5.0355 val loss: 4.2288 Epoch 62/100 ---------- lr: 0.005 train loss: 5.0528 val loss: 4.4398 Epoch 63/100 ---------- lr: 0.005 train loss: 5.0850 val loss: 4.3856 Epoch 64/100 ---------- lr: 0.005 train loss: 5.0121 val loss: 4.3207 Epoch 65/100 ---------- lr: 0.005 train loss: 4.9556 val loss: 4.3625 Epoch 66/100 ---------- lr: 0.005 train loss: 5.1245 val loss: 4.4026 Epoch 67/100 ---------- lr: 0.005 train loss: 5.2668 val loss: 4.7610 Epoch 68/100 ---------- lr: 0.005 train loss: 5.5038 val loss: 4.7386 Epoch 69/100 ---------- lr: 0.005 train loss: 5.5295 val loss: 4.6685 Epoch 70/100 ---------- lr: 0.005 train loss: 5.3531 val loss: 4.6184 Epoch 71/100 ---------- lr: 0.005 train loss: 5.2452 val loss: 4.6139 Epoch 72/100 ---------- lr: 0.005 train loss: 5.1247 val loss: 4.4204 Epoch 73/100 ---------- lr: 0.005 train loss: 5.1318 val loss: 4.5996 Epoch 74/100 ---------- lr: 0.005 train loss: 5.1652 val loss: 4.5583 Epoch 75/100 ---------- lr: 0.005 train loss: 5.3320 val loss: 4.8893 Epoch 76/100 ---------- lr: 0.005 train loss: 5.2848 val loss: 4.9659 Epoch 77/100 ---------- lr: 0.005 train loss: 5.1854 val loss: 4.7274 Epoch 78/100 ---------- lr: 0.005 train loss: 5.2086 val loss: 4.6895 Epoch 79/100 ---------- lr: 0.005 train loss: 5.2116 val loss: 4.9630 Epoch 80/100 ---------- lr: 0.0025 train loss: 5.2191 val loss: 4.7254 Epoch 81/100 ---------- lr: 0.0025 train loss: 5.1810 val loss: 4.9231 Epoch 82/100 ---------- lr: 0.0025 train loss: 5.3134 val loss: 4.7017 Epoch 83/100 ---------- lr: 0.0025 train loss: 5.1897 val loss: 4.4735 Epoch 84/100 ---------- lr: 0.0025 train loss: 5.1104 val loss: 4.5402 Epoch 85/100 ---------- lr: 0.0025 train loss: 5.0224 val loss: 4.4614 Epoch 86/100 ---------- lr: 0.0025 train loss: 4.9686 val loss: 4.5065 Epoch 87/100 ---------- lr: 0.0025 train loss: 4.9460 val loss: 4.3503 Epoch 88/100 ---------- lr: 0.0025 train loss: 4.9015 val loss: 4.2647 Epoch 89/100 ---------- lr: 0.0025 train loss: 4.8752 val loss: 4.2952 Epoch 90/100 ---------- lr: 0.0025 train loss: 4.8231 val loss: 4.2714 Epoch 91/100 ---------- lr: 0.0025 train loss: 4.8422 val loss: 4.2354 Epoch 92/100 ---------- lr: 0.0025 train loss: 4.8711 val loss: 4.3636 Epoch 93/100 ---------- lr: 0.0025 train loss: 4.9498 val loss: 4.3395 Epoch 94/100 ---------- lr: 0.0025 train loss: 4.9586 val loss: 4.3292 Epoch 95/100 ---------- lr: 0.0025 train loss: 4.8782 val loss: 4.2218 Epoch 96/100 ---------- lr: 0.0025 train loss: 4.8599 val loss: 4.1554 Epoch 97/100 ---------- lr: 0.0025 train loss: 4.9387 val loss: 4.2023 Epoch 98/100 ---------- lr: 0.0025 train loss: 4.9301 val loss: 4.3156 Epoch 99/100 ---------- lr: 0.0025 train loss: 5.0170 val loss: 4.4484 Epoch 100/100 ---------- lr: 0.0025 train loss: 5.2068 val loss: 4.4459 Training complete in 7m 36s Best val loss: 0.4964 at epoch 37 Val MSE at best epoch: 0.2111