Epoch 1 mode train Loss 1.5633 In top 0.9571. Time elapsed 0.03 hrs (2.1 mins)
Epoch 1 mode valid Loss 0.4484 In top 0.9993. Time elapsed 0.05 hrs (3.0 mins)
Epoch 1 mode test Loss 0.4484 In top 0.9993. Time elapsed 0.06 hrs (3.6 mins)
Epoch 2 mode train Loss 0.9874 In top 0.9834. Time elapsed 0.08 hrs (4.8 mins)
Epoch 2 mode valid Loss -0.0342 In top 0.9993. Time elapsed 0.09 hrs (5.5 mins)
Epoch 2 mode test Loss -0.0342 In top 0.9993. Time elapsed 0.10 hrs (6.1 mins)
Epoch 3 mode train Loss 0.6829 In top 0.9841. Time elapsed 0.12 hrs (7.3 mins)
Epoch 3 mode valid Loss -0.1836 In top 0.9986. Time elapsed 0.13 hrs (7.9 mins)
Epoch 3 mode test Loss -0.1836 In top 0.9986. Time elapsed 0.14 hrs (8.6 mins)
Epoch 4 mode train Loss 0.6164 In top 0.9841. Time elapsed 0.16 hrs (9.8 mins)
Epoch 4 mode valid Loss -0.2093 In top 0.9986. Time elapsed 0.17 hrs (10.4 mins)
Epoch 4 mode test Loss -0.2093 In top 0.9986. Time elapsed 0.18 hrs (11.0 mins)
Epoch 5 mode train Loss 0.5973 In top 0.9841. Time elapsed 0.21 hrs (12.3 mins)
Epoch 5 mode valid Loss -0.2293 In top 0.9986. Time elapsed 0.22 hrs (13.0 mins)
Epoch 5 mode test Loss -0.2293 In top 0.9986. Time elapsed 0.23 hrs (13.6 mins)
Epoch 6 mode train Loss 0.5742 In top 0.9848. Time elapsed 0.25 hrs (14.9 mins)
Epoch 6 mode valid Loss -0.2471 In top 0.9993. Time elapsed 0.26 hrs (15.6 mins)
Epoch 6 mode test Loss -0.2471 In top 0.9993. Time elapsed 0.27 hrs (16.2 mins)
Epoch 7 mode train Loss 0.5542 In top 0.9861. Time elapsed 0.29 hrs (17.7 mins)
Epoch 7 mode valid Loss -0.2603 In top 0.9993. Time elapsed 0.31 hrs (18.4 mins)
Epoch 7 mode test Loss -0.2603 In top 0.9993. Time elapsed 0.32 hrs (19.1 mins)
Epoch 8 mode train Loss 0.5399 In top 0.9861. Time elapsed 0.34 hrs (20.5 mins)
Epoch 8 mode valid Loss -0.2697 In top 0.9993. Time elapsed 0.35 hrs (21.1 mins)
Epoch 8 mode test Loss -0.2697 In top 0.9993. Time elapsed 0.36 hrs (21.8 mins)
Epoch 9 mode train Loss 0.5307 In top 0.9861. Time elapsed 0.39 hrs (23.2 mins)
Epoch 9 mode valid Loss -0.2762 In top 0.9993. Time elapsed 0.40 hrs (23.9 mins)
Epoch 9 mode test Loss -0.2762 In top 0.9993. Time elapsed 0.41 hrs (24.6 mins)
Epoch 10 mode train Loss 0.5248 In top 0.9861. Time elapsed 0.43 hrs (25.9 mins)
Epoch 10 mode valid Loss -0.2803 In top 0.9993. Time elapsed 0.44 hrs (26.6 mins)
Epoch 10 mode test Loss -0.2803 In top 0.9993. Time elapsed 0.46 hrs (27.3 mins)
Best test in top: 0.9993 at epoch 1.
Test in top 0.9993
Test predictions written. Time elapsed 0.47 hrs (28.1 mins)
