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NEW: beginner recipe on layer parameters

Open loganthomas opened this issue 1 year ago • 1 comments

Fixes #2924 Re-implements #2914 (accidental deletion from forked repo)

Description

New beginner recipe on how to access model parameters, collect trainable parameters, and use torchinfo.summary()

  • How to inspect a model's parameters using .parameters() and .named_parameters()
  • How to collect the trainable parameters of a model
  • How to use the torchinfo package (formerly torch-summary) to print a model summary

Checklist

  • [X] The issue that is being fixed is referred in the description (see above "Fixes #ISSUE_NUMBER")
  • [X] Only one issue is addressed in this pull request
  • [X] Labels from the issue that this PR is fixing are added to this pull request
  • [X] No unnecessary issues are included into this pull request.

cc @sekyondaMeta @svekars @kit1980 @brycebortree

loganthomas avatar Jun 19 '24 20:06 loganthomas

:link: Helpful Links

:test_tube: See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/tutorials/2948

Note: Links to docs will display an error until the docs builds have been completed.

:white_check_mark: No Failures

As of commit 71d17999555e25c6856c424c1ea9b06ff3224e85 with merge base 0740801fa8df2464f4d931d36a4bd7ada9cd0519 (image): :green_heart: Looks good so far! There are no failures yet. :green_heart:

This comment was automatically generated by Dr. CI and updates every 15 minutes.

pytorch-bot[bot] avatar Jun 19 '24 20:06 pytorch-bot[bot]

Looks like this PR hasn't been updated in a while so we're going to go ahead and mark this as Stale.
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github-actions[bot] avatar Sep 27 '24 00:09 github-actions[bot]