try-out failed

try-out failed  

  By: pzhhhhh on June 12, 2024, 4:20 p.m.

Hello, While using the "Try-out Algorithm," I encountered the issue: "The container was killed as it exceeded its memory limit." I suspect this is due to the inference result being a large tensor, for example, with the shape [23,613,468,468]. This tensor shape is unavoidable in my case. I would like to know how I can handle this issue to ensure my Docker container runs correctly without exceeding the memory limit. Thank you.

Re: try-out failed  

  By: pzhhhhh on June 13, 2024, 9:18 a.m.

Thank you, everyone.,I have resolved this issue and successfully submitted it. :-)

Re: try-out failed  

  By: imran.muet on June 13, 2024, 10:42 a.m.

Congratulations on the successful submission and good results. Could you please explain how you handle the memory issue, which you discussed in your last post so that other participants can benefit from it?

Re: try-out failed  

  By: pzhhhhh on June 20, 2024, 8:41 a.m.

Sorry for the late reply. There are many foolish operations in my code that have led to the addition of too many large tensors. When I delete some of the tensors after execution, the CPU memory will not overflow.

Re: try-out failed  

  By: imran.muet on June 23, 2024, 1:28 p.m.

Thank you for the reply!