Epoch 1 mode train Loss 4.0098 In top 0.4759. Time elapsed 0.05 hrs (3.1 mins)
Epoch 1 mode valid Loss 2.7214 In top 0.7267. Time elapsed 0.08 hrs (4.7 mins)
Epoch 1 mode test Loss 2.7214 In top 0.7267. Time elapsed 0.10 hrs (6.3 mins)
Epoch 2 mode train Loss 2.9507 In top 0.6494. Time elapsed 0.16 hrs (9.4 mins)
Epoch 2 mode valid Loss 2.2603 In top 0.7391. Time elapsed 0.18 hrs (11.0 mins)
Epoch 2 mode test Loss 2.2603 In top 0.7391. Time elapsed 0.21 hrs (12.6 mins)
Epoch 3 mode train Loss 2.5369 In top 0.6778. Time elapsed 0.26 hrs (15.7 mins)
Epoch 3 mode valid Loss 1.9874 In top 0.7391. Time elapsed 0.29 hrs (17.3 mins)
Epoch 3 mode test Loss 1.9874 In top 0.7391. Time elapsed 0.32 hrs (18.9 mins)
Epoch 4 mode train Loss 2.2505 In top 0.6844. Time elapsed 0.37 hrs (22.3 mins)
Epoch 4 mode valid Loss 1.7341 In top 0.7442. Time elapsed 0.40 hrs (24.0 mins)
Epoch 4 mode test Loss 1.7341 In top 0.7442. Time elapsed 0.43 hrs (25.6 mins)
Epoch 5 mode train Loss 1.9771 In top 0.6880. Time elapsed 0.48 hrs (29.0 mins)
Epoch 5 mode valid Loss 1.4706 In top 0.7493. Time elapsed 0.51 hrs (30.7 mins)
Epoch 5 mode test Loss 1.4706 In top 0.7493. Time elapsed 0.54 hrs (32.3 mins)
Epoch 6 mode train Loss 1.7068 In top 0.6953. Time elapsed 0.60 hrs (35.7 mins)
Epoch 6 mode valid Loss 1.2493 In top 0.7536. Time elapsed 0.62 hrs (37.4 mins)
Epoch 6 mode test Loss 1.2493 In top 0.7536. Time elapsed 0.65 hrs (39.1 mins)
Epoch 7 mode train Loss 1.5089 In top 0.7085. Time elapsed 0.71 hrs (42.5 mins)
Epoch 7 mode valid Loss 1.1070 In top 0.7522. Time elapsed 0.74 hrs (44.2 mins)
Epoch 7 mode test Loss 1.1070 In top 0.7522. Time elapsed 0.77 hrs (46.0 mins)
Epoch 8 mode train Loss 1.3790 In top 0.7114. Time elapsed 0.82 hrs (49.4 mins)
Epoch 8 mode valid Loss 1.0080 In top 0.7515. Time elapsed 0.85 hrs (51.1 mins)
Epoch 8 mode test Loss 1.0080 In top 0.7515. Time elapsed 0.88 hrs (52.8 mins)
Epoch 9 mode train Loss 1.2880 In top 0.7157. Time elapsed 0.94 hrs (56.3 mins)
Epoch 9 mode valid Loss 0.9392 In top 0.7587. Time elapsed 0.97 hrs (58.0 mins)
Epoch 9 mode test Loss 0.9392 In top 0.7587. Time elapsed 0.99 hrs (59.7 mins)
Epoch 10 mode train Loss 1.2215 In top 0.7223. Time elapsed 1.05 hrs (63.1 mins)
Epoch 10 mode valid Loss 0.8886 In top 0.7646. Time elapsed 1.08 hrs (64.8 mins)
Epoch 10 mode test Loss 0.8886 In top 0.7646. Time elapsed 1.11 hrs (66.5 mins)
Best test in top: 0.7646 at epoch 10.
Test in top 0.7646
Test predictions written. Time elapsed 1.14 hrs (68.3 mins)
