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Comments (13)

mks0601 avatar mks0601 commented on August 29, 2024

This is very hard to see. Please summarize your problem.

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HuangJunJie2017 avatar HuangJunJie2017 commented on August 29, 2024

During the training process, the train loss did't converge and the effectivity of the algorithm became worser and worser

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HuangJunJie2017 avatar HuangJunJie2017 commented on August 29, 2024

some time the loss become very large:
image
and some time being negative:
image

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mks0601 avatar mks0601 commented on August 29, 2024

Hmm. I haven't met that problem. Which dataset are you using?

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HuangJunJie2017 avatar HuangJunJie2017 commented on August 29, 2024

COCO

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mks0601 avatar mks0601 commented on August 29, 2024

Your downloaded code is the most recent version?

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mks0601 avatar mks0601 commented on August 29, 2024

Did you change

    ## dataset
    dataset = 'PoseTrack' # 'COCO', 'PoseTrack', 'MPII'
    testset = 'val' # train, test, val (there is no validation set for MPII)

to your desired settings? (COCO, train)

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HuangJunJie2017 avatar HuangJunJie2017 commented on August 29, 2024

I downloaded the code on the 8th of August, I suppose it is the latest code

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HuangJunJie2017 avatar HuangJunJie2017 commented on August 29, 2024
dataset = 'COCO' # 'COCO', 'PoseTrack', 'MPII'
testset = 'val' # train, test, val (there is no validation set for MPII)

I did't change the testset and suppose it is a params only for testing process

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mks0601 avatar mks0601 commented on August 29, 2024

Right. It seems the number of iteration for one epoch is smaller than mine. Do you use other version of COCO? Anyway, I haven't met this problem, so I cannot give you clear answer. Sorry. I seems there is some issue with heatmap loss. Could you debug yourself and let me know any progress? Thank you!

One thing I want to check is your trained model gives bad performance because of this issue?

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HuangJunJie2017 avatar HuangJunJie2017 commented on August 29, 2024

ok, as i have modified the code as discussion in issue #8 to fixed the bug of InvalidArgumentError
Could you please provide me with the change of loss during the training process?

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mks0601 avatar mks0601 commented on August 29, 2024

Sorry I don't keep training log :(

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HuangJunJie2017 avatar HuangJunJie2017 commented on August 29, 2024

Never mind, thanks for your patience!

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