Epoch 1 mode train Loss 27.6045 In top 0.3472. Time elapsed 0.27 hrs (16.1 mins)
Epoch 1 mode valid Loss 2.4947 In top 0.7502. Time elapsed 0.42 hrs (25.2 mins)
Epoch 1 mode test Loss 2.4947 In top 0.7502. Time elapsed 0.52 hrs (30.9 mins)
Epoch 2 mode train Loss 27.1991 In top 0.4054. Time elapsed 0.69 hrs (41.2 mins)
Epoch 2 mode valid Loss 2.4920 In top 0.7394. Time elapsed 0.78 hrs (46.9 mins)
Epoch 2 mode test Loss 2.4920 In top 0.7394. Time elapsed 0.87 hrs (52.4 mins)
Epoch 3 mode train Loss 27.0047 In top 0.4279. Time elapsed 1.13 hrs (67.6 mins)
Epoch 3 mode valid Loss 2.5409 In top 0.7100. Time elapsed 1.26 hrs (75.9 mins)
Epoch 3 mode test Loss 2.5409 In top 0.7100. Time elapsed 1.39 hrs (83.6 mins)
Epoch 4 mode train Loss 26.8710 In top 0.4407. Time elapsed 1.66 hrs (99.5 mins)
Epoch 4 mode valid Loss 2.5833 In top 0.6999. Time elapsed 1.75 hrs (104.9 mins)
Epoch 4 mode test Loss 2.5833 In top 0.6999. Time elapsed 1.84 hrs (110.3 mins)
Epoch 5 mode train Loss 26.7724 In top 0.4487. Time elapsed 2.00 hrs (120.2 mins)
Epoch 5 mode valid Loss 2.6349 In top 0.7017. Time elapsed 2.08 hrs (124.8 mins)
Epoch 5 mode test Loss 2.6349 In top 0.7017. Time elapsed 2.16 hrs (129.5 mins)
Best test in top: 0.7502 at epoch 1.
Test in top 0.7017
Test predictions written. Time elapsed 2.24 hrs (134.3 mins)
