Epoch 1/100 ---------- lr: 0.01 train loss: 11.8325 val loss: 5.0565 Epoch 2/100 ---------- lr: 0.01 train loss: 4.6784 val loss: 3.2181 Epoch 3/100 ---------- lr: 0.01 train loss: 4.1431 val loss: 3.3895 Epoch 4/100 ---------- lr: 0.01 train loss: 3.7424 val loss: 3.5607 Epoch 5/100 ---------- lr: 0.01 train loss: 3.4258 val loss: 2.3777 Epoch 6/100 ---------- lr: 0.01 train loss: 2.7052 val loss: 2.5199 Epoch 7/100 ---------- lr: 0.01 train loss: 2.5613 val loss: 1.6267 Epoch 8/100 ---------- lr: 0.01 train loss: 2.2762 val loss: 1.3624 Epoch 9/100 ---------- lr: 0.01 train loss: 2.8312 val loss: 3.9651 Epoch 10/100 ---------- lr: 0.01 train loss: 2.9059 val loss: 1.8680 Epoch 11/100 ---------- lr: 0.01 train loss: 2.3072 val loss: 2.1769 Epoch 12/100 ---------- lr: 0.01 train loss: 2.0859 val loss: 1.2507 Epoch 13/100 ---------- lr: 0.01 train loss: 1.8672 val loss: 1.1155 Epoch 14/100 ---------- lr: 0.01 train loss: 1.9955 val loss: 1.9259 Epoch 15/100 ---------- lr: 0.01 train loss: 3.4899 val loss: 6.0563 Epoch 16/100 ---------- lr: 0.01 train loss: 11.2533 val loss: 10.8820 Epoch 17/100 ---------- lr: 0.01 train loss: 9.1436 val loss: 6.9117 Epoch 18/100 ---------- lr: 0.01 train loss: 8.1472 val loss: 6.2215 Epoch 19/100 ---------- lr: 0.01 train loss: 6.6969 val loss: 5.4156 Epoch 20/100 ---------- lr: 0.01 train loss: 6.1180 val loss: 5.2563 Epoch 21/100 ---------- lr: 0.01 train loss: 6.1515 val loss: 6.4407 Epoch 22/100 ---------- lr: 0.01 train loss: 7.1935 val loss: 6.1524 Epoch 23/100 ---------- lr: 0.01 train loss: 6.9924 val loss: 5.1794 Epoch 24/100 ---------- lr: 0.01 train loss: 6.2018 val loss: 5.3478 Epoch 25/100 ---------- lr: 0.01 train loss: 5.7440 val loss: 4.8009 Epoch 26/100 ---------- lr: 0.01 train loss: 5.3115 val loss: 4.2517 Epoch 27/100 ---------- lr: 0.01 train loss: 5.0353 val loss: 4.2196 Epoch 28/100 ---------- lr: 0.01 train loss: 4.9279 val loss: 4.2203 Epoch 29/100 ---------- lr: 0.01 train loss: 5.0506 val loss: 4.3226 Epoch 30/100 ---------- lr: 0.01 train loss: 5.3156 val loss: 4.1234 Epoch 31/100 ---------- lr: 0.01 train loss: 5.6251 val loss: 5.1218 Epoch 32/100 ---------- lr: 0.01 train loss: 6.8241 val loss: 5.7206 Epoch 33/100 ---------- lr: 0.01 train loss: 7.8518 val loss: 6.3169 Epoch 34/100 ---------- lr: 0.01 train loss: 6.5276 val loss: 5.8505 Epoch 35/100 ---------- lr: 0.005 train loss: 5.7453 val loss: 5.0684 Epoch 36/100 ---------- lr: 0.005 train loss: 5.6506 val loss: 4.9000 Epoch 37/100 ---------- lr: 0.005 train loss: 5.4140 val loss: 4.9947 Epoch 38/100 ---------- lr: 0.005 train loss: 5.8267 val loss: 5.1986 Epoch 39/100 ---------- lr: 0.005 train loss: 5.9055 val loss: 4.9038 Epoch 40/100 ---------- lr: 0.005 train loss: 5.9202 val loss: 5.7770 Epoch 41/100 ---------- lr: 0.005 train loss: 5.8272 val loss: 5.0413 Epoch 42/100 ---------- lr: 0.005 train loss: 5.7836 val loss: 4.7797 Epoch 43/100 ---------- lr: 0.005 train loss: 5.4279 val loss: 4.3796 Epoch 44/100 ---------- lr: 0.005 train loss: 5.0645 val loss: 4.5047 Epoch 45/100 ---------- lr: 0.005 train loss: 4.8821 val loss: 4.0022 Epoch 46/100 ---------- lr: 0.005 train loss: 4.9069 val loss: 4.2469 Epoch 47/100 ---------- lr: 0.005 train loss: 4.8334 val loss: 3.8228 Epoch 48/100 ---------- lr: 0.005 train loss: 4.6045 val loss: 3.8255 Epoch 49/100 ---------- lr: 0.005 train loss: 4.6699 val loss: 3.7323 Epoch 50/100 ---------- lr: 0.005 train loss: 4.4477 val loss: 3.7194 Epoch 51/100 ---------- lr: 0.005 train loss: 4.3920 val loss: 3.7318 Epoch 52/100 ---------- lr: 0.005 train loss: 4.3142 val loss: 3.7031 Epoch 53/100 ---------- lr: 0.005 train loss: 4.3725 val loss: 3.8435 Epoch 54/100 ---------- lr: 0.005 train loss: 4.2941 val loss: 3.4502 Epoch 55/100 ---------- lr: 0.005 train loss: 4.1986 val loss: 3.6763 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.1340 val loss: 3.3620 Epoch 57/100 ---------- lr: 0.0025 train loss: 3.9783 val loss: 3.2474 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.8918 val loss: 3.2402 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.7801 val loss: 3.1695 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.7300 val loss: 3.1990 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.7049 val loss: 3.0675 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.6433 val loss: 3.0596 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.6153 val loss: 3.1253 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.6579 val loss: 2.9589 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.6246 val loss: 3.0067 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.6964 val loss: 3.1313 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.7210 val loss: 3.0528 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.6584 val loss: 3.1565 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.7263 val loss: 3.1686 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.8305 val loss: 3.3749 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.6692 val loss: 3.1120 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.6421 val loss: 3.1550 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.5856 val loss: 3.0621 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.6846 val loss: 3.1994 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.7555 val loss: 3.1885 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.7782 val loss: 3.1404 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.6149 val loss: 2.9526 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.5020 val loss: 2.8710 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.4297 val loss: 2.8420 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.3953 val loss: 2.7748 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.3956 val loss: 2.7798 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.3325 val loss: 2.7166 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.3748 val loss: 2.6885 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.3755 val loss: 2.6998 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.3738 val loss: 2.5991 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.3510 val loss: 2.6702 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.3092 val loss: 2.5794 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.2949 val loss: 2.5431 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.2289 val loss: 2.5009 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.2141 val loss: 2.5490 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.2253 val loss: 2.5768 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.2296 val loss: 2.5786 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.2356 val loss: 2.5532 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.1673 val loss: 2.5467 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.1198 val loss: 2.5337 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.1933 val loss: 2.5407 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.1987 val loss: 2.5258 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.1225 val loss: 2.5206 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.0987 val loss: 2.5233 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.1041 val loss: 2.5025 Training complete in 32m 58s Best val loss: 1.1155 at epoch 13 Val MSE at best epoch: 0.4756