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Slightly different strength parameter in CIFAR-10 setting #16

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nzw0301 opened this issue Aug 12, 2020 · 1 comment
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Slightly different strength parameter in CIFAR-10 setting #16

nzw0301 opened this issue Aug 12, 2020 · 1 comment

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@nzw0301
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nzw0301 commented Aug 12, 2020

Hi, thank you for sharing SimCLRv1 code by using pytorch. This repo is really helpful.

I realised that the strength parameter s of ColorJitter is slightly different from the paper's setting.
Appendix B.9. CIFAR-10 of SimCLRv1 paper says

color distortion (strength=0.5),

So, we need to set s=0.5 for CIFAR-10 experiments if we obtain the experimental results more accurately.

Best regards,

@nzw0301 nzw0301 changed the title Slightly difference strength parameter in CIFAR-10 setting Slightly different strength parameter in CIFAR-10 setting Aug 12, 2020
@gauenk
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gauenk commented Oct 2, 2020

you are correct. the value should be 0.5 according to the paper

@nzw0301 nzw0301 closed this as completed May 24, 2022
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