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Fix some issues on reading speed and performance evaluation #5

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@Yuliang-Zou
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Hi, thanks for the PR. Can you briefly describe why the current performance evaluation is inaccurate?

@PeiqinZhuang
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PeiqinZhuang commented Oct 27, 2021

Hi, thanks for the PR. Can you briefly describe why the current performance evaluation is inaccurate?

Hi, the codebase for this repo is a little old. During training, although the parameters in all models are reduced, other variances, e.g. running mean and running variances for bn in each rank, remain different. Please refer to the description in the function of do_evaluate (line 359-360). If possible, you can try to evaluate a target checkpoint to check if the performance is equal to the performance shown in the log.

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Hi, thanks for the PR. How to get ImageNet pretrained network weights?

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