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google-research / simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
https://arxiv.org/abs/2006.10029
Apache License 2.0
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Reproduce the results of SimCLR_v2 Finetune_10pct checkpoints #215

Open BierOne opened 1 year ago

BierOne commented 1 year ago

Hi!

Thanks for this outstanding code! I am trying to validate the checkpoints provided in your google drive.

But I meet some problems in reproducing results of the checkpoints (e.g., r101_1x_sk0 and r50_1x_sk0) in simclr-checkpoints/simclrv2/finetuned_10pct&prefix=&forceOnObjectsSortingFiltering=false). Specifically, I just can get 0.072 Acc for such checkpoints. But for other checkpoints (e.g., in simclr-checkpoints/simclrv2/finetuned_100pct), the results are quite good.

Could you please examine the quality of checkpoints in simclrv2/finetuned_10pct? Thank you so much.

deepankarvarma commented 7 months ago

Hi @BierOne, can you share the code notebook