About reproduction on VISDA-C

[tiangarin]

First of all, thanks for your excellent work. I have tried to reproduce the results of VISDA-C with your provided source model and codes, and I get a log as follows:

Task: TV, Iter:866/12990; Accuracy on target = 82.84%
T: 95.86 82.47 83.18 65.42 94.33 96.53 87.63 80.9 89.38 87.2 88.81 42.34
Task: TV, Iter:1732/12990; Accuracy on target = 84.01%
T: 96.46 88.2 82.49 63.41 95.31 96.19 85.46 80.65 90.37 89.35 89.59 50.61
Task: TV, Iter:2598/12990; Accuracy on target = 84.38%
T: 96.65 88.6 83.54 62.27 95.25 96.34 87.01 79.97 89.76 91.32 88.62 53.24
Task: TV, Iter:3464/12990; Accuracy on target = 84.73%
T: 96.43 88.49 84.09 63.28 95.57 96.77 86.27 79.38 91.69 91.49 90.63 52.72
Task: TV, Iter:4330/12990; Accuracy on target = 84.87%
T: 96.63 89.09 83.45 57.55 95.61 96.53 86.18 80.65 92.66 91.54 91.64 56.87
Task: TV, Iter:5196/12990; Accuracy on target = 85.13%
T: 96.74 90.39 83.5 59.74 96.25 96.0 85.68 78.92 93.36 93.07 88.81 59.08
Task: TV, Iter:6062/12990; Accuracy on target = 84.71%
T: 97.04 90.59 83.71 57.33 96.03 96.82 81.88 79.82 92.28 92.33 90.49 58.22
Task: TV, Iter:6928/12990; Accuracy on target = 84.81%
T: 96.9 91.97 83.37 55.54 95.84 95.95 82.47 80.35 92.88 92.59 91.29 58.6
Task: TV, Iter:7794/12990; Accuracy on target = 84.18%
T: 96.98 91.42 84.18 48.25 95.65 96.53 82.3 79.72 93.56 93.12 90.53 57.91
Task: TV, Iter:8660/12990; Accuracy on target = 83.79%
T: 96.52 92.75 84.41 44.68 95.74 95.95 81.35 79.55 92.77 93.34 91.67 56.8
Task: TV, Iter:9526/12990; Accuracy on target = 83.87%
T: 97.2 90.5 84.52 41.13 96.35 96.29 86.37 79.88 93.54 91.93 92.33 56.43
Task: TV, Iter:10392/12990; Accuracy on target = 83.60%
T: 97.09 91.83 84.33 39.73 96.1 95.9 85.21 79.32 93.3 93.42 91.9 55.05
Task: TV, Iter:11258/12990; Accuracy on target = 83.73%
T: 97.04 90.96 86.76 40.48 96.5 95.76 87.01 79.18 93.6 93.12 90.93 53.48
Task: TV, Iter:12124/12990; Accuracy on target = 83.71%
T: 97.42 91.91 85.31 40.59 96.76 95.9 85.04 80.12 93.34 92.15 91.45 54.56
Task: TV, Iter:12990/12990; Accuracy on target = 83.59%
T: 96.98 91.31 84.54 39.24 96.4 95.76 85.84 80.05 93.8 93.56 92.23 53.42

The training progress is totally different the one shown in the provided log. Can you kindly give me some suggestions for reproduction?

[Albert0147]

Hi, you can try using the pytorch 1.3 (cuda 10.0) as our code did.