Epoch 1 mode train Loss 3.1732 In top 0.6896. Time elapsed 0.18 hrs (11.1 mins)
Epoch 1 mode valid Loss 1.7617 In top 0.8945. Time elapsed 0.30 hrs (17.8 mins)
Epoch 1 mode test Loss 1.7617 In top 0.8945. Time elapsed 0.41 hrs (24.8 mins)
Epoch 2 mode train Loss 2.0950 In top 0.8493. Time elapsed 0.71 hrs (42.5 mins)
Epoch 2 mode valid Loss 1.2447 In top 0.9368. Time elapsed 0.84 hrs (50.6 mins)
Epoch 2 mode test Loss 1.2447 In top 0.9368. Time elapsed 0.96 hrs (57.6 mins)
Epoch 3 mode train Loss 1.6462 In top 0.8674. Time elapsed 1.15 hrs (69.3 mins)
Epoch 3 mode valid Loss 0.9493 In top 0.9424. Time elapsed 1.27 hrs (76.4 mins)
Epoch 3 mode test Loss 0.9493 In top 0.9424. Time elapsed 1.40 hrs (84.1 mins)
Epoch 4 mode train Loss 1.3302 In top 0.8781. Time elapsed 1.69 hrs (101.6 mins)
Epoch 4 mode valid Loss 0.6811 In top 0.9549. Time elapsed 1.83 hrs (109.8 mins)
Epoch 4 mode test Loss 0.6811 In top 0.9549. Time elapsed 1.97 hrs (118.3 mins)
Epoch 5 mode train Loss 1.0693 In top 0.8888. Time elapsed 2.56 hrs (153.6 mins)
Epoch 5 mode valid Loss 0.4618 In top 0.9588. Time elapsed 2.65 hrs (159.2 mins)
Epoch 5 mode test Loss 0.4618 In top 0.9588. Time elapsed 2.74 hrs (164.6 mins)
Epoch 6 mode train Loss 0.8811 In top 0.8905. Time elapsed 2.94 hrs (176.5 mins)
Epoch 6 mode valid Loss 0.3281 In top 0.9644. Time elapsed 3.04 hrs (182.3 mins)
Epoch 6 mode test Loss 0.3281 In top 0.9644. Time elapsed 3.14 hrs (188.2 mins)
Epoch 7 mode train Loss 0.7651 In top 0.8962. Time elapsed 3.32 hrs (199.4 mins)
Epoch 7 mode valid Loss 0.2537 In top 0.9661. Time elapsed 3.41 hrs (204.6 mins)
Epoch 7 mode test Loss 0.2537 In top 0.9661. Time elapsed 3.50 hrs (209.9 mins)
Epoch 8 mode train Loss 0.6961 In top 0.8979. Time elapsed 3.69 hrs (221.7 mins)
Epoch 8 mode valid Loss 0.2101 In top 0.9678. Time elapsed 3.80 hrs (227.9 mins)
Epoch 8 mode test Loss 0.2101 In top 0.9678. Time elapsed 3.92 hrs (235.1 mins)
Epoch 9 mode train Loss 0.6529 In top 0.8984. Time elapsed 4.16 hrs (249.8 mins)
Epoch 9 mode valid Loss 0.1818 In top 0.9673. Time elapsed 4.29 hrs (257.5 mins)
Epoch 9 mode test Loss 0.1818 In top 0.9673. Time elapsed 4.41 hrs (264.7 mins)
Epoch 10 mode train Loss 0.6229 In top 0.8973. Time elapsed 4.68 hrs (281.0 mins)
Epoch 10 mode valid Loss 0.1615 In top 0.9695. Time elapsed 4.81 hrs (288.6 mins)
Epoch 10 mode test Loss 0.1615 In top 0.9695. Time elapsed 5.30 hrs (318.0 mins)
Best test in top: 0.9695 at epoch 10.
Test in top 0.9695
Test predictions written. Time elapsed 5.41 hrs (324.4 mins)
