Epoch 1 mode train Loss 2.9418 In top 0.6767. Time elapsed 0.50 hrs (30.0 mins)
Epoch 1 mode valid Loss 1.7279 In top 0.8774. Time elapsed 0.77 hrs (46.0 mins)
Epoch 1 mode test Loss 1.7279 In top 0.8774. Time elapsed 1.03 hrs (61.7 mins)
Epoch 2 mode train Loss 1.7744 In top 0.8233. Time elapsed 1.54 hrs (92.4 mins)
Epoch 2 mode valid Loss 1.2275 In top 0.8955. Time elapsed 1.79 hrs (107.6 mins)
Epoch 2 mode test Loss 1.2275 In top 0.8955. Time elapsed 2.05 hrs (123.1 mins)
Epoch 3 mode train Loss 1.2727 In top 0.8478. Time elapsed 2.56 hrs (153.6 mins)
Epoch 3 mode valid Loss 0.8254 In top 0.9059. Time elapsed 2.81 hrs (168.8 mins)
Epoch 3 mode test Loss 0.8254 In top 0.9059. Time elapsed 3.07 hrs (184.2 mins)
Epoch 4 mode train Loss 0.9137 In top 0.8588. Time elapsed 3.57 hrs (214.5 mins)
Epoch 4 mode valid Loss 0.5942 In top 0.9123. Time elapsed 3.82 hrs (229.5 mins)
Epoch 4 mode test Loss 0.5942 In top 0.9123. Time elapsed 4.08 hrs (244.6 mins)
Epoch 5 mode train Loss 0.7228 In top 0.8686. Time elapsed 4.58 hrs (274.9 mins)
Epoch 5 mode valid Loss 0.4868 In top 0.9156. Time elapsed 4.83 hrs (289.9 mins)
Epoch 5 mode test Loss 0.4868 In top 0.9156. Time elapsed 5.08 hrs (305.0 mins)
Epoch 6 mode train Loss 0.6274 In top 0.8716. Time elapsed 5.59 hrs (335.3 mins)
Epoch 6 mode valid Loss 0.4334 In top 0.9181. Time elapsed 5.84 hrs (350.2 mins)
Epoch 6 mode test Loss 0.4334 In top 0.9181. Time elapsed 6.09 hrs (365.3 mins)
Epoch 7 mode train Loss 0.5752 In top 0.8707. Time elapsed 6.59 hrs (395.5 mins)
Epoch 7 mode valid Loss 0.4003 In top 0.9236. Time elapsed 6.84 hrs (410.4 mins)
Epoch 7 mode test Loss 0.4003 In top 0.9236. Time elapsed 7.09 hrs (425.3 mins)
Epoch 8 mode train Loss 0.5431 In top 0.8716. Time elapsed 7.59 hrs (455.2 mins)
Epoch 8 mode valid Loss 0.3795 In top 0.9236. Time elapsed 7.84 hrs (470.2 mins)
Epoch 8 mode test Loss 0.3795 In top 0.9236. Time elapsed 8.09 hrs (485.2 mins)
Epoch 9 mode train Loss 0.5212 In top 0.8701. Time elapsed 8.61 hrs (516.7 mins)
Epoch 9 mode valid Loss 0.3640 In top 0.9236. Time elapsed 8.91 hrs (534.4 mins)
Epoch 9 mode test Loss 0.3640 In top 0.9236. Time elapsed 9.20 hrs (551.8 mins)
Epoch 10 mode train Loss 0.5055 In top 0.8738. Time elapsed 9.81 hrs (588.7 mins)
Epoch 10 mode valid Loss 0.3548 In top 0.9239. Time elapsed 10.17 hrs (610.4 mins)
Epoch 10 mode test Loss 0.3548 In top 0.9239. Time elapsed 10.49 hrs (629.6 mins)
Best test in top: 0.9239 at epoch 10.
Test in top 0.9239
Test predictions written. Time elapsed 10.82 hrs (649.3 mins)
