Epoch 1/100 ---------- lr: 0.01 train loss: 8.8196 val loss: 4.2056 Epoch 2/100 ---------- lr: 0.01 train loss: 4.3999 val loss: 2.9516 Epoch 3/100 ---------- lr: 0.01 train loss: 3.8462 val loss: 2.4422 Epoch 4/100 ---------- lr: 0.01 train loss: 3.1857 val loss: 2.0363 Epoch 5/100 ---------- lr: 0.01 train loss: 2.8542 val loss: 1.9473 Epoch 6/100 ---------- lr: 0.01 train loss: 2.5896 val loss: 1.7310 Epoch 7/100 ---------- lr: 0.01 train loss: 2.4432 val loss: 1.6946 Epoch 8/100 ---------- lr: 0.01 train loss: 2.5570 val loss: 1.5633 Epoch 9/100 ---------- lr: 0.01 train loss: 2.2359 val loss: 1.1532 Epoch 10/100 ---------- lr: 0.01 train loss: 2.6349 val loss: 1.3584 Epoch 11/100 ---------- lr: 0.01 train loss: 2.1002 val loss: 1.3028 Epoch 12/100 ---------- lr: 0.01 train loss: 2.1399 val loss: 1.7282 Epoch 13/100 ---------- lr: 0.01 train loss: 2.3115 val loss: 1.3928 Epoch 14/100 ---------- lr: 0.01 train loss: 2.0445 val loss: 1.0913 Epoch 15/100 ---------- lr: 0.01 train loss: 1.8180 val loss: 0.9095 Epoch 16/100 ---------- lr: 0.01 train loss: 2.2675 val loss: 6.0866 Epoch 17/100 ---------- lr: 0.01 train loss: 9.9841 val loss: 9.2608 Epoch 18/100 ---------- lr: 0.01 train loss: 9.5031 val loss: 7.8821 Epoch 19/100 ---------- lr: 0.01 train loss: 9.8648 val loss: 7.4667 Epoch 20/100 ---------- lr: 0.01 train loss: 9.6072 val loss: 7.6639 Epoch 21/100 ---------- lr: 0.01 train loss: 9.3383 val loss: 9.5054 Epoch 22/100 ---------- lr: 0.01 train loss: 9.0363 val loss: 7.9578 Epoch 23/100 ---------- lr: 0.01 train loss: 9.0332 val loss: 8.5421 Epoch 24/100 ---------- lr: 0.01 train loss: 9.1440 val loss: 8.0870 Epoch 25/100 ---------- lr: 0.01 train loss: 8.3146 val loss: 8.2448 Epoch 26/100 ---------- lr: 0.01 train loss: 7.9090 val loss: 6.4365 Epoch 27/100 ---------- lr: 0.01 train loss: 7.6295 val loss: 6.3536 Epoch 28/100 ---------- lr: 0.01 train loss: 6.9372 val loss: 7.2369 Epoch 29/100 ---------- lr: 0.01 train loss: 8.7083 val loss: 8.0531 Epoch 30/100 ---------- lr: 0.01 train loss: 8.6053 val loss: 6.4806 Epoch 31/100 ---------- lr: 0.01 train loss: 7.6938 val loss: 6.2260 Epoch 32/100 ---------- lr: 0.01 train loss: 7.2455 val loss: 6.5987 Epoch 33/100 ---------- lr: 0.01 train loss: 7.2652 val loss: 6.0318 Epoch 34/100 ---------- lr: 0.01 train loss: 6.7002 val loss: 5.7200 Epoch 35/100 ---------- lr: 0.01 train loss: 6.5524 val loss: 6.0005 Epoch 36/100 ---------- lr: 0.01 train loss: 7.4294 val loss: 7.2134 Epoch 37/100 ---------- lr: 0.005 train loss: 7.6592 val loss: 6.3987 Epoch 38/100 ---------- lr: 0.005 train loss: 7.1293 val loss: 5.8189 Epoch 39/100 ---------- lr: 0.005 train loss: 6.8228 val loss: 6.1922 Epoch 40/100 ---------- lr: 0.005 train loss: 6.9350 val loss: 5.8895 Epoch 41/100 ---------- lr: 0.005 train loss: 6.5549 val loss: 5.3778 Epoch 42/100 ---------- lr: 0.005 train loss: 6.1963 val loss: 4.9855 Epoch 43/100 ---------- lr: 0.005 train loss: 6.0009 val loss: 4.9556 Epoch 44/100 ---------- lr: 0.005 train loss: 5.8376 val loss: 4.7198 Epoch 45/100 ---------- lr: 0.005 train loss: 5.7878 val loss: 4.7675 Epoch 46/100 ---------- lr: 0.005 train loss: 5.7081 val loss: 5.0249 Epoch 47/100 ---------- lr: 0.005 train loss: 5.6425 val loss: 4.6599 Epoch 48/100 ---------- lr: 0.005 train loss: 5.6664 val loss: 4.8025 Epoch 49/100 ---------- lr: 0.005 train loss: 5.5220 val loss: 4.9007 Epoch 50/100 ---------- lr: 0.005 train loss: 5.3258 val loss: 4.5962 Epoch 51/100 ---------- lr: 0.005 train loss: 5.2160 val loss: 4.5035 Epoch 52/100 ---------- lr: 0.005 train loss: 5.1188 val loss: 4.3290 Epoch 53/100 ---------- lr: 0.005 train loss: 5.0634 val loss: 4.4057 Epoch 54/100 ---------- lr: 0.005 train loss: 5.0102 val loss: 4.2278 Epoch 55/100 ---------- lr: 0.005 train loss: 4.9804 val loss: 4.0413 Epoch 56/100 ---------- lr: 0.005 train loss: 4.8650 val loss: 4.0840 Epoch 57/100 ---------- lr: 0.005 train loss: 4.9157 val loss: 4.0196 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.6870 val loss: 3.9464 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.6455 val loss: 3.8562 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.6077 val loss: 3.9726 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.6059 val loss: 3.7921 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.6343 val loss: 3.9234 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.6457 val loss: 3.9151 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.5934 val loss: 3.7849 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.5918 val loss: 3.7781 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.5395 val loss: 3.6540 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.5370 val loss: 3.7657 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.5171 val loss: 3.8857 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.5056 val loss: 3.8173 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.4711 val loss: 3.6574 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.4699 val loss: 3.5831 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.4857 val loss: 3.6605 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.4002 val loss: 3.5207 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.3762 val loss: 3.5548 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.3090 val loss: 3.7727 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.4066 val loss: 3.8007 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.3058 val loss: 3.4825 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.2953 val loss: 3.6066 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.1630 val loss: 3.5922 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.1436 val loss: 3.5158 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.0961 val loss: 3.4386 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.1321 val loss: 3.4886 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.1048 val loss: 3.5450 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.1047 val loss: 3.4509 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.0700 val loss: 3.4435 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.0755 val loss: 3.5290 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.0420 val loss: 3.4787 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.0413 val loss: 3.4900 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.0480 val loss: 3.4542 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.0305 val loss: 3.5673 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.0499 val loss: 3.6775 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.0140 val loss: 3.5125 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.0201 val loss: 3.5522 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.0265 val loss: 3.5006 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.9993 val loss: 3.3804 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.9778 val loss: 3.5250 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.9592 val loss: 3.5617 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.9382 val loss: 3.5148 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.9171 val loss: 3.4116 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.9101 val loss: 3.4057 Training complete in 15m 20s Best val loss: 0.9095 at epoch 15 Val MSE at best epoch: 0.3752