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About hyper-parameter settings #1

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lyakaap opened this issue Nov 30, 2022 · 2 comments
Open

About hyper-parameter settings #1

lyakaap opened this issue Nov 30, 2022 · 2 comments

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@lyakaap
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lyakaap commented Nov 30, 2022

Great work! And congratulations for the acceptance of AAAI!

I have a question about hyper-parameter settings for VTA benchmark results.
Do you have any reproducible hyper-parameter sets for all VTA methods?
I have tried to reproduce the result from https://github.com/alipay/VCSL#benchmark using ISC feature with the hyper-parameters which is borrowed from default argument parameters in VCSL codebase, but still failed.

@SifengHe
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SifengHe commented Dec 1, 2022

Thanks!
For reproducing the results in VTA benchmarks, you might need to run https://github.com/alipay/VCSL/blob/main/scripts/test_video_vta_tune.sh, and obtain the best tuned hyper-parameters on VCSL_val set at first.

@lyakaap
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lyakaap commented Dec 1, 2022

Thanks for the answer!
I found that some of the hyper-parameters don't exist in https://github.com/alipay/VCSL/blob/main/scripts/test_video_vta_tune.sh .
Do you have any idea how to determine the search space of such parameters?

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