feat(nn): add WithBias option for Linear layer #22
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Summary
Add functional options pattern to
NewLinearfor optional bias configuration.LinearOptiontype andWithBias(bool)functionHasBias()method for introspectionSwiGLUFFNto use public API (remove internalnewLinearNoBias)WithBiasin publicnnpackageUsage
Motivation
Many neural network architectures require Linear layers without bias:
Test plan
TestLinear_WithBias- tests default, explicit true, and false casesTestLinear_NoBias_Forward- tests forward pass without biasTestLinear_NoBias_StateDict- tests state dict without bias