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Nmnist fix #61

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Nmnist fix #61

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timcheck
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Issue Number: 57

Objective of pull request: Increased GPU utilization on N-MNIST tutorial

Pull request checklist

Your PR fulfills the following requirements:

  • Issue created that explains the change and why it's needed
  • Tests are part of the PR (for bug fixes / features)
  • Docs reviewed and added / updated if needed (for bug fixes / features)
  • PR conforms to Coding Conventions
  • PR applys BSD 3-clause or LGPL2.1+ Licenses to all code files
  • Lint (flakeheaven lint src/lava tests/) and (bandit -r src/lava/.) pass locally
  • Build tests (pytest) passes locally

Pull request type

Please check your PR type:

  • Bugfix
  • Feature
  • Code style update (formatting, renaming)
  • Refactoring (no functional changes, no api changes)
  • Build related changes
  • Documentation changes
  • Other (please describe):

What is the current behavior?

  • GPU utilization is not high enough.

What is the new behavior?

  • GPU utilization hits >50%.

Does this introduce a breaking change?

  • Yes
  • No

Supplemental information

The user may need to adjust num_worker threads according to the capabilities of the user's CPU. Likewise, the user may need to reduce the batch size to fit in the user's GPU memory.

@bamsumit
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Hi, @timcheck can you complete this PR?

@timcheck timcheck marked this pull request as ready for review December 24, 2022 02:42
@mgkwill mgkwill self-requested a review November 13, 2023 17:29
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3 participants