Epoch 1/100 ---------- lr: 0.005 train loss: 26.4058 val loss: 5.4651 Epoch 2/100 ---------- lr: 0.005 train loss: 6.1460 val loss: 3.7031 Epoch 3/100 ---------- lr: 0.005 train loss: 4.6991 val loss: 2.9277 Epoch 4/100 ---------- lr: 0.005 train loss: 4.2287 val loss: 3.0677 Epoch 5/100 ---------- lr: 0.005 train loss: 4.2609 val loss: 2.7231 Epoch 6/100 ---------- lr: 0.005 train loss: 3.6276 val loss: 2.5024 Epoch 7/100 ---------- lr: 0.005 train loss: 3.2594 val loss: 1.8491 Epoch 8/100 ---------- lr: 0.005 train loss: 3.0917 val loss: 2.0598 Epoch 9/100 ---------- lr: 0.005 train loss: 3.0678 val loss: 1.6947 Epoch 10/100 ---------- lr: 0.005 train loss: 2.7742 val loss: 1.4258 Epoch 11/100 ---------- lr: 0.005 train loss: 2.7418 val loss: 1.5570 Epoch 12/100 ---------- lr: 0.005 train loss: 2.7020 val loss: 1.4478 Epoch 13/100 ---------- lr: 0.005 train loss: 2.7997 val loss: 3.3813 Epoch 14/100 ---------- lr: 0.005 train loss: 2.5517 val loss: 1.3027 Epoch 15/100 ---------- lr: 0.005 train loss: 2.2483 val loss: 1.2897 Epoch 16/100 ---------- lr: 0.005 train loss: 2.1813 val loss: 1.1293 Epoch 17/100 ---------- lr: 0.005 train loss: 2.0348 val loss: 1.1573 Epoch 18/100 ---------- lr: 0.005 train loss: 2.0152 val loss: 0.9281 Epoch 19/100 ---------- lr: 0.005 train loss: 2.3715 val loss: 1.2318 Epoch 20/100 ---------- lr: 0.005 train loss: 2.0190 val loss: 0.9531 Epoch 21/100 ---------- lr: 0.005 train loss: 1.8453 val loss: 1.0266 Epoch 22/100 ---------- lr: 0.005 train loss: 1.8747 val loss: 0.8347 Epoch 23/100 ---------- lr: 0.005 train loss: 1.7739 val loss: 0.9180 Epoch 24/100 ---------- lr: 0.005 train loss: 1.6844 val loss: 0.7153 Epoch 25/100 ---------- lr: 0.005 train loss: 1.8913 val loss: 0.7758 Epoch 26/100 ---------- lr: 0.005 train loss: 1.7796 val loss: 0.7869 Epoch 27/100 ---------- lr: 0.005 train loss: 1.6091 val loss: 0.6652 Epoch 28/100 ---------- lr: 0.005 train loss: 1.6036 val loss: 0.6658 Epoch 29/100 ---------- lr: 0.005 train loss: 1.6267 val loss: 0.8281 Epoch 30/100 ---------- lr: 0.005 train loss: 1.8069 val loss: 0.8814 Epoch 31/100 ---------- lr: 0.005 train loss: 1.8185 val loss: 0.6530 Epoch 32/100 ---------- lr: 0.005 train loss: 1.5240 val loss: 0.7401 Epoch 33/100 ---------- lr: 0.005 train loss: 1.5128 val loss: 0.6358 Epoch 34/100 ---------- lr: 0.005 train loss: 1.5424 val loss: 0.6262 Epoch 35/100 ---------- lr: 0.005 train loss: 1.7042 val loss: 0.7694 Epoch 36/100 ---------- lr: 0.005 train loss: 1.5558 val loss: 0.5828 Epoch 37/100 ---------- lr: 0.005 train loss: 1.4189 val loss: 0.5301 Epoch 38/100 ---------- lr: 0.005 train loss: 1.5547 val loss: 0.7945 Epoch 39/100 ---------- lr: 0.005 train loss: 1.4932 val loss: 0.5733 Epoch 40/100 ---------- lr: 0.005 train loss: 1.5182 val loss: 0.6907 Epoch 41/100 ---------- lr: 0.005 train loss: 1.3939 val loss: 0.5035 Epoch 42/100 ---------- lr: 0.005 train loss: 1.3494 val loss: 0.4871 Epoch 43/100 ---------- lr: 0.005 train loss: 1.4684 val loss: 0.8104 Epoch 44/100 ---------- lr: 0.005 train loss: 1.4368 val loss: 0.4912 Epoch 45/100 ---------- lr: 0.005 train loss: 1.5041 val loss: 0.8379 Epoch 46/100 ---------- lr: 0.005 train loss: 1.6182 val loss: 0.6067 Epoch 47/100 ---------- lr: 0.005 train loss: 1.7054 val loss: 1.5875 Epoch 48/100 ---------- lr: 0.005 train loss: 1.6735 val loss: 0.7672 Epoch 49/100 ---------- lr: 0.005 train loss: 1.4673 val loss: 0.5883 Epoch 50/100 ---------- lr: 0.005 train loss: 1.5057 val loss: 0.6404 Epoch 51/100 ---------- lr: 0.005 train loss: 1.5704 val loss: 0.6616 Epoch 52/100 ---------- lr: 0.005 train loss: 1.5969 val loss: 0.8211 Epoch 53/100 ---------- lr: 0.005 train loss: 1.7470 val loss: 1.0871 Epoch 54/100 ---------- lr: 0.005 train loss: 3.2879 val loss: 5.0055 Epoch 55/100 ---------- lr: 0.005 train loss: 5.8765 val loss: 5.4176 Epoch 56/100 ---------- lr: 0.005 train loss: 6.0327 val loss: 4.1926 Epoch 57/100 ---------- lr: 0.005 train loss: 5.4399 val loss: 4.4215 Epoch 58/100 ---------- lr: 0.005 train loss: 4.9060 val loss: 3.3862 Epoch 59/100 ---------- lr: 0.005 train loss: 5.2529 val loss: 4.1035 Epoch 60/100 ---------- lr: 0.005 train loss: 5.6890 val loss: 4.2583 Epoch 61/100 ---------- lr: 0.005 train loss: 5.1891 val loss: 3.6396 Epoch 62/100 ---------- lr: 0.005 train loss: 4.7692 val loss: 3.3781 Epoch 63/100 ---------- lr: 0.005 train loss: 4.8062 val loss: 3.6348 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.5602 val loss: 3.1771 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.2322 val loss: 2.9842 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.0787 val loss: 2.7756 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.9599 val loss: 3.0346 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.8864 val loss: 2.7918 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.7623 val loss: 2.8206 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.7445 val loss: 2.8725 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.8869 val loss: 2.8925 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.7734 val loss: 2.9272 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.7828 val loss: 2.5306 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.5984 val loss: 2.6419 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.5032 val loss: 2.6105 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.5248 val loss: 2.7506 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.4069 val loss: 2.3650 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.3086 val loss: 2.3170 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.2786 val loss: 2.2597 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.3208 val loss: 2.8002 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.2983 val loss: 2.3392 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.3222 val loss: 2.5903 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.9156 val loss: 3.3956 Epoch 84/100 ---------- lr: 0.0025 train loss: 4.2587 val loss: 3.1411 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.9960 val loss: 2.8634 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.7707 val loss: 2.6306 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.6138 val loss: 2.7283 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.6082 val loss: 2.5141 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.5039 val loss: 2.4718 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.4372 val loss: 2.3114 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.3449 val loss: 2.3115 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.2798 val loss: 2.4444 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.3145 val loss: 2.4892 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.2944 val loss: 2.3761 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.4046 val loss: 2.4547 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.3204 val loss: 2.2935 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.2191 val loss: 2.2254 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.1792 val loss: 2.1955 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.1792 val loss: 2.1318 Epoch 100/100 ---------- lr: 0.00125 train loss: 3.1651 val loss: 2.1023 Training complete in 23m 5s Best val loss: 0.4871 at epoch 42 Val MSE at best epoch: 0.2000