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Goingqs avatar Goingqs commented on August 21, 2024

GTX 1080TI, the memory is depend on your batch size.

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hdjsjyl avatar hdjsjyl commented on August 21, 2024

I check code and find that batch_size is equal to 32, iterations is 120000, image size is 640640; but the paper says that batch_size is equal to 16, iterations is 120000, image size is 600600. So I want to ask which setting you have used. Thanks.

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Edwardmark avatar Edwardmark commented on August 21, 2024

@hdjsjyl @Goingqs Using batchsize 32, I got the following error when run train.py, I use two 1080TI and 32G memory, can you help me out please?
THCudaCheck FAIL file=/pytorch/torch/lib/THC/generic/THCStorage.cu line=58 error=2 : out of memory
RuntimeError: cuda runtime error (2) : out of memory at /pytorch/torch/lib/THC/generic/THCStorage.cu:58

I understand that it is a gpu memory issue, but I use the same setting as yours, why can't I train with batch 32? I change batch size to 16, and now it works.

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