Epoch 1 mode train Loss 2.6582 In top 0.7062. Time elapsed 1.27 hrs (76.3 mins)
Epoch 1 mode valid Loss 1.5047 In top 0.8765. Time elapsed 1.91 hrs (114.4 mins)
Epoch 1 mode test Loss 1.5047 In top 0.8765. Time elapsed 2.45 hrs (146.8 mins)
Epoch 2 mode train Loss 1.2426 In top 0.8229. Time elapsed 3.67 hrs (220.4 mins)
Epoch 2 mode valid Loss 0.8109 In top 0.8916. Time elapsed 4.27 hrs (256.2 mins)
Epoch 2 mode test Loss 0.8109 In top 0.8916. Time elapsed 4.80 hrs (288.0 mins)
Epoch 3 mode train Loss 0.7999 In top 0.8405. Time elapsed 5.85 hrs (350.8 mins)
Epoch 3 mode valid Loss 0.6414 In top 0.8971. Time elapsed 6.37 hrs (382.1 mins)
Epoch 3 mode test Loss 0.6414 In top 0.8971. Time elapsed 6.89 hrs (413.5 mins)
Epoch 4 mode train Loss 0.6617 In top 0.8492. Time elapsed 7.92 hrs (475.3 mins)
Epoch 4 mode valid Loss 0.5733 In top 0.8987. Time elapsed 8.44 hrs (506.1 mins)
Epoch 4 mode test Loss 0.5733 In top 0.8987. Time elapsed 8.95 hrs (537.1 mins)
Epoch 5 mode train Loss 0.5972 In top 0.8520. Time elapsed 9.97 hrs (598.2 mins)
Epoch 5 mode valid Loss 0.5373 In top 0.8993. Time elapsed 10.49 hrs (629.2 mins)
Epoch 5 mode test Loss 0.5373 In top 0.8993. Time elapsed 11.00 hrs (660.0 mins)
Epoch 6 mode train Loss 0.5609 In top 0.8524. Time elapsed 12.02 hrs (721.1 mins)
Epoch 6 mode valid Loss 0.5155 In top 0.9005. Time elapsed 12.53 hrs (751.5 mins)
Epoch 6 mode test Loss 0.5155 In top 0.9005. Time elapsed 13.04 hrs (782.2 mins)
Epoch 7 mode train Loss 0.5386 In top 0.8528. Time elapsed 14.04 hrs (842.5 mins)
Epoch 7 mode valid Loss 0.5018 In top 0.9007. Time elapsed 14.62 hrs (877.4 mins)
Epoch 7 mode test Loss 0.5018 In top 0.9007. Time elapsed 15.30 hrs (917.7 mins)
Epoch 8 mode train Loss 0.5243 In top 0.8540. Time elapsed 16.59 hrs (995.7 mins)
Epoch 8 mode valid Loss 0.4927 In top 0.9021. Time elapsed 17.13 hrs (1027.8 mins)
Epoch 8 mode test Loss 0.4927 In top 0.9021. Time elapsed 17.96 hrs (1077.8 mins)
Epoch 9 mode train Loss 0.5147 In top 0.8538. Time elapsed 20.10 hrs (1206.2 mins)
Epoch 9 mode valid Loss 0.4864 In top 0.9023. Time elapsed 20.77 hrs (1246.1 mins)
Epoch 9 mode test Loss 0.4864 In top 0.9023. Time elapsed 21.32 hrs (1279.1 mins)
Epoch 10 mode train Loss 0.5079 In top 0.8542. Time elapsed 22.89 hrs (1373.1 mins)
Epoch 10 mode valid Loss 0.4819 In top 0.9023. Time elapsed 23.52 hrs (1411.4 mins)
Epoch 10 mode test Loss 0.4819 In top 0.9023. Time elapsed 24.17 hrs (1450.0 mins)
Best test in top: 0.9023 at epoch 9.
Test in top 0.9023
Test predictions written. Time elapsed 24.83 hrs (1489.9 mins)
