Epoch 1/100 ---------- lr: 0.005 train loss: 11.4892 val loss: 4.3701 Epoch 2/100 ---------- lr: 0.005 train loss: 5.1286 val loss: 4.2361 Epoch 3/100 ---------- lr: 0.005 train loss: 4.0367 val loss: 3.0703 Epoch 4/100 ---------- lr: 0.005 train loss: 3.3029 val loss: 2.5820 Epoch 5/100 ---------- lr: 0.005 train loss: 2.8153 val loss: 3.0226 Epoch 6/100 ---------- lr: 0.005 train loss: 3.3253 val loss: 3.3595 Epoch 7/100 ---------- lr: 0.005 train loss: 2.8820 val loss: 1.9575 Epoch 8/100 ---------- lr: 0.005 train loss: 2.2361 val loss: 1.5460 Epoch 9/100 ---------- lr: 0.005 train loss: 1.9753 val loss: 1.4463 Epoch 10/100 ---------- lr: 0.005 train loss: 1.8403 val loss: 1.2581 Epoch 11/100 ---------- lr: 0.005 train loss: 1.7800 val loss: 1.2865 Epoch 12/100 ---------- lr: 0.005 train loss: 1.6388 val loss: 1.0386 Epoch 13/100 ---------- lr: 0.005 train loss: 1.7731 val loss: 1.4647 Epoch 14/100 ---------- lr: 0.005 train loss: 1.7033 val loss: 1.0399 Epoch 15/100 ---------- lr: 0.005 train loss: 1.3703 val loss: 0.8332 Epoch 16/100 ---------- lr: 0.005 train loss: 1.2755 val loss: 0.7975 Epoch 17/100 ---------- lr: 0.005 train loss: 1.3535 val loss: 0.9781 Epoch 18/100 ---------- lr: 0.005 train loss: 1.7508 val loss: 1.4569 Epoch 19/100 ---------- lr: 0.005 train loss: 1.5594 val loss: 0.8106 Epoch 20/100 ---------- lr: 0.005 train loss: 1.2449 val loss: 0.8084 Epoch 21/100 ---------- lr: 0.005 train loss: 1.1021 val loss: 0.7376 Epoch 22/100 ---------- lr: 0.005 train loss: 1.0469 val loss: 0.7718 Epoch 23/100 ---------- lr: 0.005 train loss: 1.0494 val loss: 0.6703 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0672 val loss: 0.5534 Epoch 25/100 ---------- lr: 0.005 train loss: 0.9739 val loss: 0.5701 Epoch 26/100 ---------- lr: 0.005 train loss: 1.3324 val loss: 0.6625 Epoch 27/100 ---------- lr: 0.005 train loss: 1.0328 val loss: 0.5787 Epoch 28/100 ---------- lr: 0.005 train loss: 0.9109 val loss: 0.5098 Epoch 29/100 ---------- lr: 0.005 train loss: 0.8863 val loss: 0.5501 Epoch 30/100 ---------- lr: 0.005 train loss: 0.8761 val loss: 0.5513 Epoch 31/100 ---------- lr: 0.005 train loss: 1.6105 val loss: 1.1104 Epoch 32/100 ---------- lr: 0.005 train loss: 1.0910 val loss: 0.5019 Epoch 33/100 ---------- lr: 0.005 train loss: 0.8685 val loss: 0.4351 Epoch 34/100 ---------- lr: 0.005 train loss: 0.8140 val loss: 0.4184 Epoch 35/100 ---------- lr: 0.005 train loss: 0.8263 val loss: 0.4544 Epoch 36/100 ---------- lr: 0.005 train loss: 0.8676 val loss: 0.5415 Epoch 37/100 ---------- lr: 0.005 train loss: 1.0533 val loss: 0.5407 Epoch 38/100 ---------- lr: 0.005 train loss: 0.8610 val loss: 0.4245 Epoch 39/100 ---------- lr: 0.005 train loss: 0.7717 val loss: 0.4211 Epoch 40/100 ---------- lr: 0.005 train loss: 0.7752 val loss: 0.4722 Epoch 41/100 ---------- lr: 0.005 train loss: 1.2650 val loss: 0.8876 Epoch 42/100 ---------- lr: 0.005 train loss: 0.9499 val loss: 0.4679 Epoch 43/100 ---------- lr: 0.005 train loss: 0.7350 val loss: 0.3321 Epoch 44/100 ---------- lr: 0.005 train loss: 0.7086 val loss: 0.4261 Epoch 45/100 ---------- lr: 0.005 train loss: 0.7053 val loss: 0.3805 Epoch 46/100 ---------- lr: 0.005 train loss: 0.7440 val loss: 0.4449 Epoch 47/100 ---------- lr: 0.005 train loss: 0.7399 val loss: 0.3674 Epoch 48/100 ---------- lr: 0.005 train loss: 0.7656 val loss: 0.4550 Epoch 49/100 ---------- lr: 0.005 train loss: 0.7449 val loss: 0.3915 Epoch 50/100 ---------- lr: 0.005 train loss: 0.7226 val loss: 0.3809 Epoch 51/100 ---------- lr: 0.005 train loss: 0.7273 val loss: 0.3421 Epoch 52/100 ---------- lr: 0.005 train loss: 0.6847 val loss: 0.3490 Epoch 53/100 ---------- lr: 0.005 train loss: 0.8970 val loss: 1.9574 Epoch 54/100 ---------- lr: 0.005 train loss: 1.4240 val loss: 0.5246 Epoch 55/100 ---------- lr: 0.005 train loss: 0.7642 val loss: 0.3524 Epoch 56/100 ---------- lr: 0.005 train loss: 0.6638 val loss: 0.2886 Epoch 57/100 ---------- lr: 0.005 train loss: 0.6448 val loss: 0.3207 Epoch 58/100 ---------- lr: 0.005 train loss: 0.6630 val loss: 0.3673 Epoch 59/100 ---------- lr: 0.005 train loss: 0.6622 val loss: 0.2620 Epoch 60/100 ---------- lr: 0.005 train loss: 0.7469 val loss: 0.3210 Epoch 61/100 ---------- lr: 0.005 train loss: 0.6577 val loss: 0.2749 Epoch 62/100 ---------- lr: 0.005 train loss: 0.6475 val loss: 0.2676 Epoch 63/100 ---------- lr: 0.005 train loss: 0.6710 val loss: 0.5494 Epoch 64/100 ---------- lr: 0.005 train loss: 0.9128 val loss: 0.3763 Epoch 65/100 ---------- lr: 0.005 train loss: 0.6474 val loss: 0.3159 Epoch 66/100 ---------- lr: 0.005 train loss: 0.6339 val loss: 0.2520 Epoch 67/100 ---------- lr: 0.005 train loss: 0.6669 val loss: 0.2938 Epoch 68/100 ---------- lr: 0.005 train loss: 0.6287 val loss: 0.2665 Epoch 69/100 ---------- lr: 0.005 train loss: 0.6917 val loss: 0.4844 Epoch 70/100 ---------- lr: 0.005 train loss: 0.9233 val loss: 0.5510 Epoch 71/100 ---------- lr: 0.005 train loss: 0.7323 val loss: 0.2980 Epoch 72/100 ---------- lr: 0.005 train loss: 0.6117 val loss: 0.2422 Epoch 73/100 ---------- lr: 0.005 train loss: 0.5955 val loss: 0.2447 Epoch 74/100 ---------- lr: 0.005 train loss: 0.5972 val loss: 0.2526 Epoch 75/100 ---------- lr: 0.005 train loss: 0.6103 val loss: 0.2296 Epoch 76/100 ---------- lr: 0.005 train loss: 0.6336 val loss: 0.3370 Epoch 77/100 ---------- lr: 0.005 train loss: 0.6380 val loss: 0.3069 Epoch 78/100 ---------- lr: 0.005 train loss: 0.7134 val loss: 0.5602 Epoch 79/100 ---------- lr: 0.005 train loss: 0.6777 val loss: 0.2662 Epoch 80/100 ---------- lr: 0.005 train loss: 0.6036 val loss: 0.2422 Epoch 81/100 ---------- lr: 0.005 train loss: 0.6756 val loss: 0.3169 Epoch 82/100 ---------- lr: 0.005 train loss: 0.6030 val loss: 0.2341 Epoch 83/100 ---------- lr: 0.005 train loss: 0.5828 val loss: 0.2268 Epoch 84/100 ---------- lr: 0.005 train loss: 0.5880 val loss: 0.2118 Epoch 85/100 ---------- lr: 0.005 train loss: 0.6130 val loss: 0.3343 Epoch 86/100 ---------- lr: 0.005 train loss: 0.6955 val loss: 0.2645 Epoch 87/100 ---------- lr: 0.005 train loss: 0.6555 val loss: 0.5734 Epoch 88/100 ---------- lr: 0.005 train loss: 3.9184 val loss: 3.8842 Epoch 89/100 ---------- lr: 0.005 train loss: 3.8564 val loss: 2.8927 Epoch 90/100 ---------- lr: 0.005 train loss: 3.2880 val loss: 2.6035 Epoch 91/100 ---------- lr: 0.005 train loss: 2.9767 val loss: 2.4372 Epoch 92/100 ---------- lr: 0.005 train loss: 2.7838 val loss: 2.2190 Epoch 93/100 ---------- lr: 0.005 train loss: 2.7635 val loss: 2.3559 Epoch 94/100 ---------- lr: 0.005 train loss: 2.7336 val loss: 2.3554 Epoch 95/100 ---------- lr: 0.005 train loss: 2.6954 val loss: 2.3954 Epoch 96/100 ---------- lr: 0.005 train loss: 2.7630 val loss: 2.3433 Epoch 97/100 ---------- lr: 0.005 train loss: 3.0618 val loss: 2.8457 Epoch 98/100 ---------- lr: 0.005 train loss: 3.1700 val loss: 2.5555 Epoch 99/100 ---------- lr: 0.005 train loss: 3.0171 val loss: 2.4329 Epoch 100/100 ---------- lr: 0.005 train loss: 2.8355 val loss: 2.2944 Training complete in 12m 51s Best val loss: 0.2118 at epoch 84 Val MSE at best epoch: 0.0778