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Error in Training about lip_ssl HOT 13 CLOSED

CPFLAME avatar CPFLAME commented on August 16, 2024
Error in Training

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Comments (13)

Engineering-Course avatar Engineering-Course commented on August 16, 2024 1

Oh, train.txt should contain both image and label split by blank, which is different from test.txt.

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Engineering-Course avatar Engineering-Course commented on August 16, 2024

E0516 17:22:28.599076 34580 io.cpp:81] Could not open or find file human/data/

Please check your directory of the image data.

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CPFLAME avatar CPFLAME commented on August 16, 2024

Thank you for your reply.
my train.txt is the same as test.txt,it is just like this:
image
And my files in human/data:
image
I'm so confused that I can run TEST but I failed when training.
I run the code in the root path : LIP_SSL

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CPFLAME avatar CPFLAME commented on August 16, 2024

Thanks for your reply. It works fine now!

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staywithme23 avatar staywithme23 commented on August 16, 2024

@CPFLAME May I know if you uncomment USE_CUDA when make caffe folder?
I ran into #2 problem.
Best,

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CPFLAME avatar CPFLAME commented on August 16, 2024

@adwin5 I used cuda when I make caffe folder.
It seems that the memory of your GPU is not big enough to run test, I think you can choose a GPU of larger memory to run this code.
By the way, I used the memory of 2579M to run the test code. You can check your momery size.

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staywithme23 avatar staywithme23 commented on August 16, 2024

@CPFLAME Thank you!
I will try uncomment USE_CUDA
I have 8G, should be OK for testing!

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Engineering-Course avatar Engineering-Course commented on August 16, 2024

@adwin5 You may use cuDNN or a larger memory GPU.

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staywithme23 avatar staywithme23 commented on August 16, 2024

@Engineering-Course
Thanks it works.

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staywithme23 avatar staywithme23 commented on August 16, 2024

@Engineering-Course @CPFLAME
I can run training, and I reference init.model from deeplap attention model.
I want to ask how to set path to use pose ground truth for training.
The run_human.sh code seems just reading ground truth labels not including pose, right?

My second question is what does strong and weak means in the training section in the run_human.sh file
Thank you.

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Engineering-Course avatar Engineering-Course commented on August 16, 2024

@adwin5
Sorry, these scripts are only used for parsing tasks.
Strong and weak mean nothing which are used by deeplab not this project.

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staywithme23 avatar staywithme23 commented on August 16, 2024

@Engineering-Course
Can I confirm with you that the code is just using parsing loss (pixel-wise softmax loss) instead of structure loss (structure-sensitive loss) which mentioned in paper.
Thank you.

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Engineering-Course avatar Engineering-Course commented on August 16, 2024

@adwin5 NONONO, it does use a structure loss. You can see the configuration in train.prototxt.

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