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This tutorial will help begginers understand how to access and make sense of model parameters, collect trainable parameters, and use torchinfo.summary().
Learning objectives:
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
Existing tutorials on this topic
No response
Additional context
I created this draft (#2914) as a part of the PyTorch Docathon H1 2024 effort. I did not realize new tutorials weren't being accepted as part of the sprint and was asked to fill out an issue and convert the PR to a draft.
The text was updated successfully, but these errors were encountered:
🚀 Describe the improvement or the new tutorial
This tutorial will help begginers understand how to access and make sense of model parameters, collect trainable parameters, and use
torchinfo.summary()
.Learning objectives:
.parameters()
and.named_parameters()
torchinfo
package (formerlytorch-summary
) to print a model summaryExisting tutorials on this topic
No response
Additional context
I created this draft (#2914) as a part of the PyTorch Docathon H1 2024 effort. I did not realize new tutorials weren't being accepted as part of the sprint and was asked to fill out an issue and convert the PR to a draft.
The text was updated successfully, but these errors were encountered: