Epoch 1 mode train Loss 4.1988 In top 0.7213. Time elapsed 0.01 hrs (0.3 mins)
Epoch 1 mode valid Loss 1.3693 In top 0.9438. Time elapsed 0.01 hrs (0.5 mins)
Epoch 1 mode test Loss 1.3693 In top 0.9438. Time elapsed 0.01 hrs (0.6 mins)
Epoch 2 mode train Loss 3.5059 In top 0.7845. Time elapsed 0.02 hrs (1.0 mins)
Epoch 2 mode valid Loss 1.0640 In top 0.9368. Time elapsed 0.02 hrs (1.1 mins)
Epoch 2 mode test Loss 1.0640 In top 0.9368. Time elapsed 0.02 hrs (1.3 mins)
Epoch 3 mode train Loss 3.2284 In top 0.7939. Time elapsed 0.03 hrs (1.6 mins)
Epoch 3 mode valid Loss 0.8949 In top 0.9379. Time elapsed 0.03 hrs (1.8 mins)
Epoch 3 mode test Loss 0.8949 In top 0.9379. Time elapsed 0.03 hrs (1.9 mins)
Epoch 4 mode train Loss 3.0619 In top 0.7951. Time elapsed 0.04 hrs (2.3 mins)
Epoch 4 mode valid Loss 0.7668 In top 0.9052. Time elapsed 0.04 hrs (2.4 mins)
Epoch 4 mode test Loss 0.7668 In top 0.9052. Time elapsed 0.04 hrs (2.6 mins)
Epoch 5 mode train Loss 2.9422 In top 0.7939. Time elapsed 0.05 hrs (2.9 mins)
Epoch 5 mode valid Loss 0.6686 In top 0.9028. Time elapsed 0.05 hrs (3.1 mins)
Epoch 5 mode test Loss 0.6686 In top 0.9028. Time elapsed 0.05 hrs (3.3 mins)
Epoch 6 mode train Loss 2.8330 In top 0.7951. Time elapsed 0.06 hrs (3.6 mins)
Epoch 6 mode valid Loss 0.5660 In top 0.9040. Time elapsed 0.06 hrs (3.8 mins)
Epoch 6 mode test Loss 0.5660 In top 0.9040. Time elapsed 0.07 hrs (3.9 mins)
Epoch 7 mode train Loss 2.7267 In top 0.7974. Time elapsed 0.07 hrs (4.3 mins)
Epoch 7 mode valid Loss 0.4666 In top 0.9052. Time elapsed 0.07 hrs (4.5 mins)
Epoch 7 mode test Loss 0.4666 In top 0.9052. Time elapsed 0.08 hrs (4.6 mins)
Epoch 8 mode train Loss 2.6342 In top 0.7986. Time elapsed 0.08 hrs (5.0 mins)
Epoch 8 mode valid Loss 0.3851 In top 0.9098. Time elapsed 0.09 hrs (5.2 mins)
Epoch 8 mode test Loss 0.3851 In top 0.9098. Time elapsed 0.09 hrs (5.3 mins)
Epoch 9 mode train Loss 2.5586 In top 0.8021. Time elapsed 0.09 hrs (5.7 mins)
Epoch 9 mode valid Loss 0.3215 In top 0.9145. Time elapsed 0.10 hrs (5.8 mins)
Epoch 9 mode test Loss 0.3215 In top 0.9145. Time elapsed 0.10 hrs (6.0 mins)
Epoch 10 mode train Loss 2.4998 In top 0.8021. Time elapsed 0.11 hrs (6.3 mins)
Epoch 10 mode valid Loss 0.2709 In top 0.9157. Time elapsed 0.11 hrs (6.5 mins)
Epoch 10 mode test Loss 0.2709 In top 0.9157. Time elapsed 0.11 hrs (6.7 mins)
Best test in top: 0.9438 at epoch 1.
Test in top 0.9157
Test predictions written. Time elapsed 0.11 hrs (6.8 mins)
