Repository navigation
Conversation
Add gradient norm clipping, cosine learning-rate annealing, patience and opt-in progress, preserving best-epoch restoration and complete histories. Validate raw and transformed training particles before splitting. Cover numerical optimization, RNG isolation and Sequince fit_kwargs integration. Document defaults and validation_fraction=0 behavior. Validation: 42 Zuko tests and 93 full-suite tests pass on CPU; all pre-commit hooks and the strict Pixi docs build pass. GPU testing unavailable. Refs: mj-will/aspire#89
Extract the Zuko validation helper into density utilities using the native array namespace. Preserve shape checks and dimension-specific errors, and cover NumPy, Torch and JAX inputs. Validation: 96 full-suite tests passed; all pre-commit checks and the strict Pixi docs build passed. GPU testing unavailable.
Documentation build overview
5 files changed ·
|
Keep final parameters and an empty validation history when validation is disabled. Reject patience in that mode; retain best-epoch selection when validation is enabled. Validation: 50 Zuko tests and 104 full-suite tests passed on CPU, with no skips. All pre-commit hooks and the strict docs build passed. GPU testing unavailable.
This branch has not been deployed
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
Add the training controls present in aspire for the zuko flows.
Helps to address mj-will/aspire#89