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bryanyzhu avatar bryanyzhu commented on May 28, 2024

Hi, I decided the lr step according to this paper.
But usually in my experiments, I just see when the loss/accuracy saturate, and then decay the lr. I find it more effective.

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bityangke avatar bityangke commented on May 28, 2024

Thanks very much.

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bityangke avatar bityangke commented on May 28, 2024

Hi Yi
I noted that Yuanjun used a batchsize(16x4,16 samples on each card) and iter size 4, so the “batch size” is equal to 256. They used step size 4000, 8000, 10000 (iters) , the corresponding batch steps should be 1000,2000,2500, and epoch number should be about 27,54, 67.
Am I right?
Thanks!

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bryanyzhu avatar bryanyzhu commented on May 28, 2024

Hi, I am so sorry for the slow response, I am at CVPR this week.

I am also using similar strategy iter_size at here. So my corresponding batch steps are still 4000, 8000 and 10000, which is about 100, 200 and 250. Hope this is clear.

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bityangke avatar bityangke commented on May 28, 2024

Thank you!
Hope you have happy CVPR days!

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