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Support Over Rollout #376
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Summary of ChangesHello @pan-x-c, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request implements an experimental 'Over Rollout' feature designed to optimize task execution by submitting more tasks than are strictly necessary, and then waiting for a subset of them to complete. This involves a substantial overhaul of the task scheduling and execution logic, including how tasks are managed, metrics are collected and aggregated, and results are processed. The changes are supported by new configuration options and comprehensive unit tests to ensure the feature's correctness and compatibility. Highlights
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Code Review
This pull request introduces an experimental "Over Rollout" feature, which is a valuable optimization for handling straggler tasks during exploration. The implementation includes a significant and well-executed refactoring of the scheduler and workflow runner to manage task splitting and result aggregation. The approach to calculating and propagating metrics has also been enhanced. My review focuses on identifying a bug in the new tests, suggesting simplifications to reduce code complexity and duplication, and correcting minor inconsistencies to improve overall code quality.
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Description
Note
Experimental feature. The inferface may change in future versions.
This PR introduces "Over Rollout", which submitting
ntasks at each step, but only waiting for1 - over_rollout_rateof them to return.Checklist
Please check the following items before code is ready to be reviewed.