Adapted-Center-and-Scale-Prediction icon indicating copy to clipboard operation
Adapted-Center-and-Scale-Prediction copied to clipboard

The losses were low at the beginning of the training

Open s775980299 opened this issue 4 years ago • 5 comments

I retrained your code. Why does the loss fluctuate from around 0.

s775980299 avatar Jan 24 '21 07:01 s775980299

What about the accuracy? I think the loaded pre-trained model is False.

WangWenhao0716 avatar Jan 24 '21 07:01 WangWenhao0716

I have set the pre-training model to False, but the training loss value is still even 0.Because I only have one GPU and the batchsize can only be set to 1 for training, so my accuracy is not as good as yours, your loss value is also from 0 when training?

s775980299 avatar Jan 24 '21 07:01 s775980299

I see. Please give up training this project. Sorry, the minimum requirement has not been achieved.

发自我的iPhone

------------------ Original ------------------ From: s775980299 <[email protected]> Date: Sun,Jan 24,2021 3:21 PM To: WangWenhao0716/Adapted-Center-and-Scale-Prediction <[email protected]> Cc: Wenhao Wang <[email protected]>, Comment <[email protected]> Subject: Re: [WangWenhao0716/Adapted-Center-and-Scale-Prediction] The losses were low at the beginning of the training (#13)

I have set the pre-training model to False, but the training loss value is still even 0.Because I only have one GPU and the batchsize can only be set to 1 for training, so my accuracy is not as good as yours, your loss value is also from 0 when training?

— You are receiving this because you commented. Reply to this email directly, view it on GitHub, or unsubscribe.

WangWenhao0716 avatar Jan 24 '21 07:01 WangWenhao0716

Excuse me, is it because I only have one GPU that I cannot meet the minimum requirements? Should I give up your code? I've been looking at it for a long time.

s775980299 avatar Jan 24 '21 07:01 s775980299

Please refer the discussion of gpu number and batch size in the original paper. I give the suggestion is because this setting may (very possible) not bring you a convergent result.

发自我的iPhone

------------------ Original ------------------ From: s775980299 <[email protected]> Date: Sun,Jan 24,2021 3:49 PM To: WangWenhao0716/Adapted-Center-and-Scale-Prediction <[email protected]> Cc: Wenhao Wang <[email protected]>, Comment <[email protected]> Subject: Re: [WangWenhao0716/Adapted-Center-and-Scale-Prediction] The losses were low at the beginning of the training (#13)

Excuse me, is it because I only have one GPU that I cannot meet the minimum requirements? Should I give up your code? I've been looking at it for a long time.

— You are receiving this because you commented. Reply to this email directly, view it on GitHub, or unsubscribe.

WangWenhao0716 avatar Jan 24 '21 07:01 WangWenhao0716