Epoch 0/24 ---------- train Loss: 0.5205 Acc: 0.7459 val Loss: 0.2264 Acc: 0.9346 Epoch 1/24 ---------- train Loss: 0.6626 Acc: 0.7664 val Loss: 0.1903 Acc: 0.9412 Epoch 2/24 ---------- train Loss: 0.5609 Acc: 0.7787 val Loss: 0.3774 Acc: 0.8758 Epoch 3/24 ---------- train Loss: 0.7814 Acc: 0.7500 val Loss: 0.2727 Acc: 0.9020 Epoch 4/24 ---------- train Loss: 0.6930 Acc: 0.7459 val Loss: 0.3126 Acc: 0.9216 Epoch 5/24 ---------- train Loss: 0.4284 Acc: 0.7951 val Loss: 0.5403 Acc: 0.8497 Epoch 6/24 ---------- train Loss: 0.5188 Acc: 0.8033 val Loss: 0.2928 Acc: 0.9085 Epoch 7/24 ---------- train Loss: 0.3480 Acc: 0.8525 val Loss: 0.2384 Acc: 0.9216 Epoch 8/24 ---------- train Loss: 0.2616 Acc: 0.8934 val Loss: 0.2462 Acc: 0.9477 Epoch 9/24 ---------- train Loss: 0.2707 Acc: 0.8689 val Loss: 0.2243 Acc: 0.9477 Epoch 10/24 ---------- train Loss: 0.3472 Acc: 0.8525 val Loss: 0.2290 Acc: 0.9281 Epoch 11/24 ---------- train Loss: 0.3364 Acc: 0.8525 val Loss: 0.2171 Acc: 0.9346 Epoch 12/24 ---------- train Loss: 0.2545 Acc: 0.8934 val Loss: 0.2192 Acc: 0.9412 Epoch 13/24 ---------- train Loss: 0.2924 Acc: 0.8566 val Loss: 0.2536 Acc: 0.9281 Epoch 14/24 ---------- train Loss: 0.3376 Acc: 0.8525 val Loss: 0.2309 Acc: 0.9412 Epoch 15/24 ---------- train Loss: 0.2256 Acc: 0.9098 val Loss: 0.2390 Acc: 0.9216 Epoch 16/24 ---------- train Loss: 0.3108 Acc: 0.8525 val Loss: 0.2411 Acc: 0.9346 Epoch 17/24 ---------- train Loss: 0.2519 Acc: 0.8893 val Loss: 0.2426 Acc: 0.9281 Epoch 18/24 ---------- train Loss: 0.2091 Acc: 0.9262 val Loss: 0.2414 Acc: 0.9346 Epoch 19/24 ---------- train Loss: 0.1760 Acc: 0.9385 val Loss: 0.2335 Acc: 0.9346 Epoch 20/24 ---------- train Loss: 0.2554 Acc: 0.9057 val Loss: 0.2307 Acc: 0.9412 Epoch 21/24 ---------- train Loss: 0.2806 Acc: 0.8811 val Loss: 0.2672 Acc: 0.9216 Epoch 22/24 ---------- train Loss: 0.2358 Acc: 0.9221 val Loss: 0.2293 Acc: 0.9281 Epoch 23/24 ---------- train Loss: 0.3191 Acc: 0.8730 val Loss: 0.2418 Acc: 0.9216 Epoch 24/24 ---------- train Loss: 0.1808 Acc: 0.9221 val Loss: 0.2293 Acc: 0.9346 Training complete in 0m 37s Best val Acc: 0.947712