Epoch 1 mode train Loss 3.2310 In top 0.5493. Time elapsed 0.55 hrs (32.9 mins)
Epoch 1 mode valid Loss 2.3324 In top 0.7351. Time elapsed 0.81 hrs (48.7 mins)
Epoch 1 mode test Loss 2.3324 In top 0.7351. Time elapsed 1.06 hrs (63.3 mins)
Epoch 2 mode train Loss 2.2242 In top 0.6647. Time elapsed 1.57 hrs (94.4 mins)
Epoch 2 mode valid Loss 1.6929 In top 0.7401. Time elapsed 1.80 hrs (108.0 mins)
Epoch 2 mode test Loss 1.6929 In top 0.7401. Time elapsed 2.02 hrs (121.4 mins)
Epoch 3 mode train Loss 1.5931 In top 0.6838. Time elapsed 2.47 hrs (148.4 mins)
Epoch 3 mode valid Loss 1.2710 In top 0.7622. Time elapsed 2.76 hrs (165.5 mins)
Epoch 3 mode test Loss 1.2710 In top 0.7622. Time elapsed 3.44 hrs (206.1 mins)
Epoch 4 mode train Loss 1.3256 In top 0.6955. Time elapsed 4.13 hrs (247.8 mins)
Epoch 4 mode valid Loss 1.1493 In top 0.7700. Time elapsed 4.42 hrs (265.1 mins)
Epoch 4 mode test Loss 1.1493 In top 0.7700. Time elapsed 4.68 hrs (280.8 mins)
Epoch 5 mode train Loss 1.2306 In top 0.6952. Time elapsed 5.18 hrs (310.6 mins)
Epoch 5 mode valid Loss 1.1027 In top 0.7743. Time elapsed 5.45 hrs (326.8 mins)
Epoch 5 mode test Loss 1.1027 In top 0.7743. Time elapsed 5.72 hrs (343.4 mins)
Epoch 6 mode train Loss 1.1831 In top 0.6985. Time elapsed 6.22 hrs (373.2 mins)
Epoch 6 mode valid Loss 1.0758 In top 0.7746. Time elapsed 6.45 hrs (386.8 mins)
Epoch 6 mode test Loss 1.0758 In top 0.7746. Time elapsed 6.67 hrs (400.3 mins)
Epoch 7 mode train Loss 1.1518 In top 0.7015. Time elapsed 7.10 hrs (425.9 mins)
Epoch 7 mode valid Loss 1.0571 In top 0.7783. Time elapsed 7.32 hrs (439.1 mins)
Epoch 7 mode test Loss 1.0571 In top 0.7783. Time elapsed 7.54 hrs (452.1 mins)
Epoch 8 mode train Loss 1.1298 In top 0.7059. Time elapsed 7.97 hrs (478.2 mins)
Epoch 8 mode valid Loss 1.0432 In top 0.7803. Time elapsed 8.20 hrs (491.9 mins)
Epoch 8 mode test Loss 1.0432 In top 0.7803. Time elapsed 8.42 hrs (505.5 mins)
Epoch 9 mode train Loss 1.1113 In top 0.7093. Time elapsed 8.82 hrs (529.5 mins)
Epoch 9 mode valid Loss 1.0326 In top 0.7810. Time elapsed 9.02 hrs (541.5 mins)
Epoch 9 mode test Loss 1.0326 In top 0.7810. Time elapsed 9.23 hrs (553.7 mins)
Epoch 10 mode train Loss 1.0975 In top 0.7082. Time elapsed 9.62 hrs (577.1 mins)
Epoch 10 mode valid Loss 1.0253 In top 0.7797. Time elapsed 9.82 hrs (589.2 mins)
Epoch 10 mode test Loss 1.0253 In top 0.7797. Time elapsed 10.02 hrs (601.5 mins)
Best test in top: 0.7810 at epoch 9.
Test in top 0.7797
Test predictions written. Time elapsed 10.23 hrs (613.9 mins)
