Best practices: GPU Optimization, tips & tricks / demo

Presenter: Samuel Antao (AMD)

Materials

Temporary location of materials (for the lifetime of the training project):

• Slides: '/project/project_465002175/Slides/AMD/session 05 - ToolsInActionPytorchExample.pdf'

• Scripts: /project/project_465002175/Exercises/AMD/Pytorch

Materials on the web:

• Slides on the web

• Downloadable scripts as bzip2-compressed tar archive and uncompressed tar archive

• AMD exercise assignments and notes, "Pytorch" section.

Archived materials on LUMI:

• Slides: /appl/local/training/paow-20251022/files/LUMI-paow-20251022-3_01-Best_Practices_GPU_Optimization.pdf

• Scripts as bzip2-compressed tar archive in /appl/local/training/paow-20251022/files/LUMI-paow-20251022-3_01-scripts.tar.bz2 and uncompressed tar archive in /appl/local/training/paow-20251022/files/LUMI-paow-20251022-3_01-scripts.tar.

PyTorch in the LUMI Software Library

The example in this demo is also used as the example in our Pytorch page in the LUMI Software Library.

Q&A

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