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Feat/adam w #237

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@distributedstatemachine distributedstatemachine commented Jan 29, 2025

This PR adds the AdamW Optimiser

It is the first of 4 PRs we need to implement APOLLO.

I chosen to the divide them into 4 sections so as to make it easier to review.

Follow ups to this would be

  • Singular Value Decomposition Projector
  • Random Projector
  • Apollo (which is just Adam with either projector).

I have also left todos for the reviewers , which are questions I would love feedback on.

@distributedstatemachine distributedstatemachine marked this pull request as draft January 29, 2025 20:39
@chaseWillden
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@distributedstatemachine, thanks for working on this! It looks like the Clippy step failed

@distributedstatemachine distributedstatemachine marked this pull request as ready for review January 31, 2025 10:38
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@mjovanc mjovanc left a comment

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LGTM.

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