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WayScience
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virtual_stain_flow
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Fix best model
- #38
#38
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wli51
merged 8 commits into
WayScience:main
WayScience/virtual_stain_flow:main
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Aug 6, 2026
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Fix best model
#38
wli51
merged 8 commits into
WayScience:main
WayScience/virtual_stain_flow:main
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wli51:fix-best-model
wli51/virtual_stain_flow:fix-best-model
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Commits on Aug 3, 2026
Add stand-alone trainer utility modules for early stopping and model saving, in preparation for refactoring of `AbstractTrainer`.
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Add deep copy functionality to BaseModel and implement clone_model utility
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Refactor `AbstractTrainer` to wire early stopping related logic to EarlyStopHelper remove internal logic. Remove `AbstractTrainer` attributes that are not used by any other components of this softw…
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Update CHANGELOG for version 0.4.8: Fix best model updating/saving behavior and refactor early stopping logic
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Commits on Aug 4, 2026
Refactor early stopping logic in trainers to limit model cloning to only once at start when the model is moved to CPU, subsequent best model updates happen by copying of state dict
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Enhance early termination logic to allow best model updates without a validation set; add validation presence check for early termination metric.
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Update pre-commit workflow to install dependencies from dev requirements and add CPU-safe test execution
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Refactor pre-commit workflow to install pre-commit dependencies and separate CPU-safe test execution steps
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