jigen performance break

Question

Closed this issue 8 months ago · 6 comments

this pr #728 already fixed the bad performance for jigen and dann

Answer 1 · 2024-01-18T15:19:16.000Z

It looks like change warmup from 10 to 20 helps
d980abf

Answer 2 · 2024-01-18T17:19:53.000Z

it looks like setting warmups to 20 does not help, the good performance was for ERM not jigen

Answer 3 · 2024-01-19T11:12:11.000Z

Maybe change it back to 500?

Answer 4 · 2024-01-19T14:02:46.000Z

python main_out.py --te_d=sketch --tpath=examples/tasks/task_pacs_path_list.py --model=jigen --npath=examples/nets/resnet50domainbed.py
this works ok

Answer 5 · 2024-01-20T14:10:50.000Z

could be because randomresiedcrop will zoom the image

Answer 6 · 2024-01-21T13:45:26.000Z

it looks like colorjittern with random grayscale also breaks the preformance, the original paper use no augmentation at all, just normoization
https://github.com/fmcarlucci/JigenDG/blob/master/data/JigsawLoader.py