Epoch 1/100 ---------- lr: 0.005 train loss: 21.2877 val loss: 5.5551 Epoch 2/100 ---------- lr: 0.005 train loss: 6.2300 val loss: 4.0413 Epoch 3/100 ---------- lr: 0.005 train loss: 4.8168 val loss: 3.7927 Epoch 4/100 ---------- lr: 0.005 train loss: 4.1161 val loss: 2.8052 Epoch 5/100 ---------- lr: 0.005 train loss: 4.0581 val loss: 2.9534 Epoch 6/100 ---------- lr: 0.005 train loss: 3.4692 val loss: 2.3767 Epoch 7/100 ---------- lr: 0.005 train loss: 3.1437 val loss: 1.9677 Epoch 8/100 ---------- lr: 0.005 train loss: 3.0266 val loss: 2.1024 Epoch 9/100 ---------- lr: 0.005 train loss: 2.6117 val loss: 1.7360 Epoch 10/100 ---------- lr: 0.005 train loss: 2.3266 val loss: 1.5345 Epoch 11/100 ---------- lr: 0.005 train loss: 2.3892 val loss: 1.3710 Epoch 12/100 ---------- lr: 0.005 train loss: 2.3686 val loss: 1.5034 Epoch 13/100 ---------- lr: 0.005 train loss: 2.0892 val loss: 1.0961 Epoch 14/100 ---------- lr: 0.005 train loss: 2.0394 val loss: 1.5452 Epoch 15/100 ---------- lr: 0.005 train loss: 2.1284 val loss: 1.4738 Epoch 16/100 ---------- lr: 0.005 train loss: 2.1343 val loss: 1.6061 Epoch 17/100 ---------- lr: 0.005 train loss: 1.9704 val loss: 1.0519 Epoch 18/100 ---------- lr: 0.005 train loss: 1.6137 val loss: 0.9681 Epoch 19/100 ---------- lr: 0.005 train loss: 1.6125 val loss: 1.8533 Epoch 20/100 ---------- lr: 0.005 train loss: 2.4326 val loss: 1.7491 Epoch 21/100 ---------- lr: 0.005 train loss: 2.2343 val loss: 0.9328 Epoch 22/100 ---------- lr: 0.005 train loss: 1.5100 val loss: 0.7920 Epoch 23/100 ---------- lr: 0.005 train loss: 1.3953 val loss: 0.9356 Epoch 24/100 ---------- lr: 0.005 train loss: 1.3874 val loss: 0.7970 Epoch 25/100 ---------- lr: 0.005 train loss: 1.3401 val loss: 0.7745 Epoch 26/100 ---------- lr: 0.005 train loss: 1.3193 val loss: 0.6599 Epoch 27/100 ---------- lr: 0.005 train loss: 1.2583 val loss: 0.7271 Epoch 28/100 ---------- lr: 0.005 train loss: 1.4880 val loss: 1.0064 Epoch 29/100 ---------- lr: 0.005 train loss: 1.2995 val loss: 0.7558 Epoch 30/100 ---------- lr: 0.005 train loss: 1.3956 val loss: 0.7165 Epoch 31/100 ---------- lr: 0.005 train loss: 1.4051 val loss: 0.6850 Epoch 32/100 ---------- lr: 0.005 train loss: 1.2673 val loss: 0.8426 Epoch 33/100 ---------- lr: 0.005 train loss: 1.1504 val loss: 0.6611 Epoch 34/100 ---------- lr: 0.005 train loss: 1.1162 val loss: 0.5255 Epoch 35/100 ---------- lr: 0.005 train loss: 1.3328 val loss: 0.7510 Epoch 36/100 ---------- lr: 0.005 train loss: 1.2097 val loss: 0.6356 Epoch 37/100 ---------- lr: 0.005 train loss: 1.0639 val loss: 0.4396 Epoch 38/100 ---------- lr: 0.005 train loss: 1.0652 val loss: 0.7073 Epoch 39/100 ---------- lr: 0.005 train loss: 1.1947 val loss: 0.6518 Epoch 40/100 ---------- lr: 0.005 train loss: 1.2079 val loss: 0.7828 Epoch 41/100 ---------- lr: 0.005 train loss: 1.1318 val loss: 0.4338 Epoch 42/100 ---------- lr: 0.005 train loss: 1.1009 val loss: 0.4048 Epoch 43/100 ---------- lr: 0.005 train loss: 0.9646 val loss: 0.4074 Epoch 44/100 ---------- lr: 0.005 train loss: 0.9665 val loss: 0.4367 Epoch 45/100 ---------- lr: 0.005 train loss: 0.9939 val loss: 0.4968 Epoch 46/100 ---------- lr: 0.005 train loss: 0.9911 val loss: 0.4108 Epoch 47/100 ---------- lr: 0.005 train loss: 0.9446 val loss: 0.3969 Epoch 48/100 ---------- lr: 0.005 train loss: 1.6825 val loss: 1.2080 Epoch 49/100 ---------- lr: 0.005 train loss: 1.4718 val loss: 0.5449 Epoch 50/100 ---------- lr: 0.005 train loss: 1.1197 val loss: 0.5826 Epoch 51/100 ---------- lr: 0.005 train loss: 1.0239 val loss: 0.7309 Epoch 52/100 ---------- lr: 0.005 train loss: 1.0818 val loss: 0.4973 Epoch 53/100 ---------- lr: 0.005 train loss: 1.0821 val loss: 0.4445 Epoch 54/100 ---------- lr: 0.005 train loss: 1.0904 val loss: 0.6478 Epoch 55/100 ---------- lr: 0.005 train loss: 1.1281 val loss: 0.4975 Epoch 56/100 ---------- lr: 0.005 train loss: 1.1087 val loss: 0.4703 Epoch 57/100 ---------- lr: 0.005 train loss: 1.0731 val loss: 1.0195 Epoch 58/100 ---------- lr: 0.005 train loss: 1.4109 val loss: 0.6927 Epoch 59/100 ---------- lr: 0.005 train loss: 1.0747 val loss: 0.4986 Epoch 60/100 ---------- lr: 0.005 train loss: 0.9836 val loss: 0.4927 Epoch 61/100 ---------- lr: 0.005 train loss: 0.9254 val loss: 0.4005 Epoch 62/100 ---------- lr: 0.005 train loss: 0.9102 val loss: 0.4775 Epoch 63/100 ---------- lr: 0.005 train loss: 0.9858 val loss: 0.3855 Epoch 64/100 ---------- lr: 0.005 train loss: 0.9603 val loss: 0.6981 Epoch 65/100 ---------- lr: 0.005 train loss: 1.0206 val loss: 0.4118 Epoch 66/100 ---------- lr: 0.005 train loss: 0.8953 val loss: 0.4299 Epoch 67/100 ---------- lr: 0.005 train loss: 0.8657 val loss: 0.3830 Epoch 68/100 ---------- lr: 0.005 train loss: 0.9656 val loss: 0.4049 Epoch 69/100 ---------- lr: 0.005 train loss: 0.9077 val loss: 0.5264 Epoch 70/100 ---------- lr: 0.005 train loss: 0.9311 val loss: 0.4055 Epoch 71/100 ---------- lr: 0.005 train loss: 0.8310 val loss: 0.4367 Epoch 72/100 ---------- lr: 0.005 train loss: 0.8585 val loss: 0.3324 Epoch 73/100 ---------- lr: 0.005 train loss: 3.3528 val loss: 2.6806 Epoch 74/100 ---------- lr: 0.005 train loss: 2.9726 val loss: 2.3772 Epoch 75/100 ---------- lr: 0.005 train loss: 2.7649 val loss: 2.2987 Epoch 76/100 ---------- lr: 0.005 train loss: 2.9036 val loss: 2.1090 Epoch 77/100 ---------- lr: 0.005 train loss: 2.8307 val loss: 2.1802 Epoch 78/100 ---------- lr: 0.005 train loss: 2.6920 val loss: 2.0954 Epoch 79/100 ---------- lr: 0.005 train loss: 2.7392 val loss: 3.8971 Epoch 80/100 ---------- lr: 0.005 train loss: 5.3937 val loss: 4.3309 Epoch 81/100 ---------- lr: 0.005 train loss: 5.2424 val loss: 3.9775 Epoch 82/100 ---------- lr: 0.005 train loss: 4.9639 val loss: 4.5252 Epoch 83/100 ---------- lr: 0.005 train loss: 5.6557 val loss: 4.7166 Epoch 84/100 ---------- lr: 0.005 train loss: 5.1897 val loss: 6.1497 Epoch 85/100 ---------- lr: 0.005 train loss: 6.5350 val loss: 5.7499 Epoch 86/100 ---------- lr: 0.005 train loss: 7.2110 val loss: 7.2102 Epoch 87/100 ---------- lr: 0.005 train loss: 6.6579 val loss: 5.4762 Epoch 88/100 ---------- lr: 0.005 train loss: 5.9275 val loss: 4.8090 Epoch 89/100 ---------- lr: 0.005 train loss: 5.2260 val loss: 4.1329 Epoch 90/100 ---------- lr: 0.005 train loss: 4.9751 val loss: 4.5942 Epoch 91/100 ---------- lr: 0.005 train loss: 4.6964 val loss: 4.4302 Epoch 92/100 ---------- lr: 0.005 train loss: 4.6582 val loss: 3.7198 Epoch 93/100 ---------- lr: 0.005 train loss: 4.4086 val loss: 3.8441 Epoch 94/100 ---------- lr: 0.0025 train loss: 4.2700 val loss: 3.8926 Epoch 95/100 ---------- lr: 0.0025 train loss: 4.0803 val loss: 3.4194 Epoch 96/100 ---------- lr: 0.0025 train loss: 4.0843 val loss: 3.6305 Epoch 97/100 ---------- lr: 0.0025 train loss: 3.9007 val loss: 3.4290 Epoch 98/100 ---------- lr: 0.0025 train loss: 4.1724 val loss: 3.5362 Epoch 99/100 ---------- lr: 0.0025 train loss: 4.0622 val loss: 3.4420 Epoch 100/100 ---------- lr: 0.0025 train loss: 4.1270 val loss: 3.3323 Training complete in 11m 28s Best val loss: 0.3324 at epoch 72 Val MSE at best epoch: 0.1209