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shannanyinxiang / SPTS

Official implementation of SPTS: Single-Point Text Spotting (ACM MM 2022 Oral)
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pretrain time #13

Closed babble2 closed 1 year ago

babble2 commented 1 year ago

How long did it take you to pretrain the existing A100，and how big batch of A100, thx!

shannanyinxiang commented 1 year ago

The pretraining using 10 A100s takes approximately 4 days with automatic mixed precision (torch.amp). The total batch size is 40, i.e., the batch size of each A100 is 4.

babble2 commented 1 year ago

Hello, now I have a problem, can you help me, I made some changes on your model and use the same configuration repeated experiments many times but get different results, how can solve it? By the way，When you experiment with 10 A100s, “Batch” is set to 40？

      ------------------ Original ------------------ From: @.>; Date:  Sun, Jun 11, 2023 09:01 PM To: @.>; Cc: @.>; @.>; Subject:  Re: [shannanyinxiang/SPTS] pretrain time (Issue #13)

 

The pretraining using 10 A100s takes approximately 4 days with automatic mixed precision (torch.amp). The total batch size is 40, i.e., the batch size of each A100 is 4.

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