NEW: beginner recipe on layer parameters
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
torchinfopackage (formerlytorch-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
:link: Helpful Links
:test_tube: See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/tutorials/2948
- :page_facing_up: Preview Python docs built from this PR
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 ():
:green_heart: Looks good so far! There are no failures yet. :green_heart:
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