Epoch 1 mode train Loss 3.7894 In top 0.4973. Time elapsed 0.08 hrs (4.9 mins)
Epoch 1 mode valid Loss 2.5356 In top 0.7126. Time elapsed 0.12 hrs (7.4 mins)
Epoch 1 mode test Loss 2.5356 In top 0.7126. Time elapsed 0.16 hrs (9.9 mins)
Epoch 2 mode train Loss 2.8793 In top 0.6484. Time elapsed 0.25 hrs (14.9 mins)
Epoch 2 mode valid Loss 2.1152 In top 0.7453. Time elapsed 0.29 hrs (17.4 mins)
Epoch 2 mode test Loss 2.1152 In top 0.7453. Time elapsed 0.34 hrs (20.1 mins)
Epoch 3 mode train Loss 2.4843 In top 0.6845. Time elapsed 0.42 hrs (25.4 mins)
Epoch 3 mode valid Loss 1.8014 In top 0.7453. Time elapsed 0.47 hrs (28.0 mins)
Epoch 3 mode test Loss 1.8014 In top 0.7453. Time elapsed 0.52 hrs (31.0 mins)
Epoch 4 mode train Loss 2.1078 In top 0.6912. Time elapsed 0.60 hrs (35.8 mins)
Epoch 4 mode valid Loss 1.4567 In top 0.7553. Time elapsed 0.63 hrs (38.1 mins)
Epoch 4 mode test Loss 1.4567 In top 0.7553. Time elapsed 0.67 hrs (40.4 mins)
Epoch 5 mode train Loss 1.7904 In top 0.6992. Time elapsed 0.78 hrs (46.6 mins)
Epoch 5 mode valid Loss 1.2276 In top 0.7560. Time elapsed 0.82 hrs (49.5 mins)
Epoch 5 mode test Loss 1.2276 In top 0.7560. Time elapsed 0.88 hrs (52.6 mins)
Epoch 6 mode train Loss 1.5949 In top 0.7039. Time elapsed 0.97 hrs (58.2 mins)
Epoch 6 mode valid Loss 1.1038 In top 0.7914. Time elapsed 1.01 hrs (60.8 mins)
Epoch 6 mode test Loss 1.1038 In top 0.7914. Time elapsed 1.06 hrs (63.3 mins)
Epoch 7 mode train Loss 1.4822 In top 0.7112. Time elapsed 1.15 hrs (69.1 mins)
Epoch 7 mode valid Loss 1.0343 In top 0.7948. Time elapsed 1.20 hrs (71.7 mins)
Epoch 7 mode test Loss 1.0343 In top 0.7948. Time elapsed 1.24 hrs (74.3 mins)
Epoch 8 mode train Loss 1.4140 In top 0.7159. Time elapsed 1.34 hrs (80.3 mins)
Epoch 8 mode valid Loss 0.9925 In top 0.7995. Time elapsed 1.38 hrs (83.0 mins)
Epoch 8 mode test Loss 0.9925 In top 0.7995. Time elapsed 1.43 hrs (85.9 mins)
Epoch 9 mode train Loss 1.3700 In top 0.7146. Time elapsed 1.51 hrs (90.6 mins)
Epoch 9 mode valid Loss 0.9643 In top 0.8021. Time elapsed 1.55 hrs (93.2 mins)
Epoch 9 mode test Loss 0.9643 In top 0.8021. Time elapsed 1.60 hrs (95.8 mins)
Epoch 10 mode train Loss 1.3406 In top 0.7152. Time elapsed 1.68 hrs (100.8 mins)
Epoch 10 mode valid Loss 0.9455 In top 0.8041. Time elapsed 1.72 hrs (103.4 mins)
Epoch 10 mode test Loss 0.9455 In top 0.8041. Time elapsed 1.76 hrs (105.9 mins)
Best test in top: 0.8041 at epoch 10.
Test in top 0.8041
Test predictions written. Time elapsed 1.81 hrs (108.5 mins)
