Pyt leaks

In Resnet the first conv2d seem to consume about M and not release after that.

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Pyt leaks

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I did a very simple experiment today, codes are as follows: with torch. But I have another question, could you please explain why for me? While bugs in PyTorch, including memory leaks, pyt leaks, can occur, it would seem that it is unlikely that benign use of Conv2D has it because it would affect pyt leaks many people.

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Pyt leaks

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Procreate transparent layer

Wang-zipeng Wang Zipeng September 18, , am 9. I have monitored the usage of GPU by nvidia-smi or torch. Wang-zipeng Wang Zipeng September 17, , am 5. In Resnet the first conv2d seem to consume about M and not release after that. There is only x in the GPU and it only consume about No idea, sorry. Wang-zipeng Wang Zipeng September 16, , am 3. I did a very simple experiment today, codes are as follows: with torch. While bugs in PyTorch, including memory leaks, can occur, it would seem that it is unlikely that benign use of Conv2D has it because it would affect very many people. I agree with your opinion about cuda context will consume some GPU memory.

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I agree with your opinion about cuda context will consume some GPU memory. Could you explain why or there is somthing wrong in my profile method. Wang-zipeng Wang Zipeng September 16, , am 3. There is only x in the GPU and it only consume about You would want to wrap things in with torch. Note that there are additional lazy initializations for things like cublas, curand, cudnn. Wang-zipeng Wang Zipeng September 16, , am 1. I have summary the result for a table:. Wang-zipeng Wang Zipeng September 16, , am 3. Wang-zipeng Wang Zipeng September 17, , am 6. Pytorch 1. While bugs in PyTorch, including memory leaks, can occur, it would seem that it is unlikely that benign use of Conv2D has it because it would affect very many people. Wang-zipeng Wang Zipeng September 19, , am Could you explain why or there is somthing wrong in my profile method. Thank you for your answer, I think your answer about nvidia-smi is right.