Epoch 1 mode train Loss 0.7429 In top 0.9802. Time elapsed 0.04 hrs (2.2 mins)
Epoch 1 mode valid Loss 0.0035 In top 1.0000. Time elapsed 0.06 hrs (3.4 mins)
Epoch 1 mode test Loss 0.0035 In top 1.0000. Time elapsed 0.07 hrs (4.5 mins)
Epoch 2 mode train Loss 0.0746 In top 0.9932. Time elapsed 0.11 hrs (6.7 mins)
Epoch 2 mode valid Loss -0.2775 In top 1.0000. Time elapsed 0.13 hrs (7.8 mins)
Epoch 2 mode test Loss -0.2775 In top 1.0000. Time elapsed 0.15 hrs (9.0 mins)
Epoch 3 mode train Loss -0.0196 In top 0.9942. Time elapsed 0.19 hrs (11.2 mins)
Epoch 3 mode valid Loss -0.2980 In top 1.0000. Time elapsed 0.21 hrs (12.3 mins)
Epoch 3 mode test Loss -0.2980 In top 1.0000. Time elapsed 0.22 hrs (13.4 mins)
Epoch 4 mode train Loss -0.0350 In top 0.9950. Time elapsed 0.26 hrs (15.7 mins)
Epoch 4 mode valid Loss -0.3094 In top 1.0000. Time elapsed 0.28 hrs (16.8 mins)
Epoch 4 mode test Loss -0.3094 In top 1.0000. Time elapsed 0.30 hrs (18.0 mins)
Epoch 5 mode train Loss -0.0459 In top 0.9950. Time elapsed 0.34 hrs (20.4 mins)
Epoch 5 mode valid Loss -0.3196 In top 1.0000. Time elapsed 0.36 hrs (21.5 mins)
Epoch 5 mode test Loss -0.3196 In top 1.0000. Time elapsed 0.38 hrs (22.6 mins)
Epoch 6 mode train Loss -0.0559 In top 0.9950. Time elapsed 0.41 hrs (24.8 mins)
Epoch 6 mode valid Loss -0.3286 In top 1.0000. Time elapsed 0.43 hrs (25.9 mins)
Epoch 6 mode test Loss -0.3286 In top 1.0000. Time elapsed 0.45 hrs (27.2 mins)
Epoch 7 mode train Loss -0.0626 In top 0.9950. Time elapsed 0.49 hrs (29.6 mins)
Epoch 7 mode valid Loss -0.3322 In top 1.0000. Time elapsed 0.52 hrs (31.1 mins)
Epoch 7 mode test Loss -0.3322 In top 1.0000. Time elapsed 0.54 hrs (32.4 mins)
Epoch 8 mode train Loss -0.0654 In top 0.9950. Time elapsed 0.58 hrs (35.1 mins)
Epoch 8 mode valid Loss -0.3335 In top 1.0000. Time elapsed 0.61 hrs (36.8 mins)
Epoch 8 mode test Loss -0.3335 In top 1.0000. Time elapsed 0.64 hrs (38.2 mins)
Epoch 9 mode train Loss -0.0665 In top 0.9950. Time elapsed 0.67 hrs (40.4 mins)
Epoch 9 mode valid Loss -0.3343 In top 1.0000. Time elapsed 0.69 hrs (41.5 mins)
Epoch 9 mode test Loss -0.3343 In top 1.0000. Time elapsed 0.71 hrs (42.7 mins)
Epoch 10 mode train Loss -0.0672 In top 0.9950. Time elapsed 0.75 hrs (45.2 mins)
Epoch 10 mode valid Loss -0.3347 In top 1.0000. Time elapsed 0.77 hrs (46.4 mins)
Epoch 10 mode test Loss -0.3347 In top 1.0000. Time elapsed 0.79 hrs (47.6 mins)
Best test in top: 1.0000 at epoch 1.
Test in top 1.0000
Test predictions written. Time elapsed 0.82 hrs (49.0 mins)
