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In experiment, the flag of num_workers=3 in meta_testloader, it will assign 3 threads to fetch data, however, these threads have the same seed for np.random, which means it will sample 3 similar task, the 3 task has the same class, the same support images and the same query images, so it might be unfair to other methods although it is irrelevant to the performance.
By the way, setting worker_it_fn for each thread or num_workers<=1 might be a remedy.
The text was updated successfully, but these errors were encountered:
rfs/eval_fewshot.py
Lines 126 to 131 in f8c837b
In experiment, the flag of
num_workers=3
in meta_testloader, it will assign 3 threads to fetch data, however, these threads have the same seed fornp.random
, which means it will sample 3 similar task, the 3 task has the same class, the same support images and the same query images, so it might be unfair to other methods although it is irrelevant to the performance.By the way, setting
worker_it_fn
for each thread or num_workers<=1 might be a remedy.The text was updated successfully, but these errors were encountered: