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Error Message "max_pool2d_with_indices_out_cuda_frame failed with error code 0" Displayed in Logs
Updated on 2022-12-08 GMT+08:00
Error Message "max_pool2d_with_indices_out_cuda_frame failed with error code 0" Displayed in Logs
Symptom
After PyTorch 1.3 is upgraded to 1.4, the following error message is displayed:
"RuntimeError:max_pool2d_with_indices_out_cuda_frame failed with error code 0"
Possible Causes
The PyTorch 1.4 engine is incompatible with that of PyTorch 1.3.
Solution
- Run the following commands to add contiguous data:
images = images.cuda() pred = model(images.permute(0, 3, 1, 2).contigous())
- Roll back to PyTorch 1.3.
- Use the local PyCharm to remotely access notebook for debugging.
Summary and Suggestions
Before creating a training job, use the ModelArts development environment to debug the training code to maximally eliminate errors in code migration.
- Use the online notebook environment for debugging. For details, see Using JupyterLab to Develop a Model.
- Use the local IDE (PyCharm or VS Code) to access the cloud environment for debugging. For details, see Using the Local IDE to Develop a Model.
Parent topic: Service Code Issues
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