Add remediation steps to PredictableMetrics healthcheck (#5083)#5083
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shrutipatel31 wants to merge 7 commits intofacebook:mainfrom
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Add remediation steps to PredictableMetrics healthcheck (#5083)#5083shrutipatel31 wants to merge 7 commits intofacebook:mainfrom
shrutipatel31 wants to merge 7 commits intofacebook:mainfrom
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@shrutipatel31 has exported this pull request. If you are a Meta employee, you can view the originating Diff in D97189120. |
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Summary: When some metrics are unpredictable, add concrete investigation steps Differential Revision: D97189120
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Summary: Pull Request resolved: facebook#5080 Two message improvements in EarlyStoppingAnalysis Healthcheck : 1. ESS enabled but strategy missing for MOO/constrained: Clarify that this happens when loading a historical experiment without passing the original strategy to EarlyStoppingAnalysis. 2. No MapMetrics case: Prefix with 'Early stopping strategy is enabled, but...' and add action steps to fix the metric configuration. Differential Revision: D97173502
Summary: Pull Request resolved: facebook#5079 Add specific remediation steps to the FAIL case (stale/no trials), guiding users to check generation strategy configuration, parameter constraints, pending trials, and errors. Differential Revision: D97184431
Summary: Pull Request resolved: facebook#5078 Two message improvements: - Partial improvement: Highlight which metrics improved instead of listing which did not. - No improvement: Add actionable next steps. Differential Revision: D97184438
Summary: Add 5-step remediation guide covering metric implementation review, trial configuration, external dependencies, retrying failed fetches, and inspecting tracebacks. Differential Revision: D97184432
Summary: Pull Request resolved: facebook#5081 Add remediation steps for when no effects are detected. Differential Revision: D97184434
Summary: Pull Request resolved: facebook#5082 Add guidance on what to do with regressing arms when warning the users in this healthcheck. Differential Revision: D97184436
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Summary: When some metrics are unpredictable, add concrete investigation steps Differential Revision: D97189120
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Summary: Pull Request resolved: facebook#5083 When some metrics are unpredictable, add concrete investigation steps Differential Revision: D97189120
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Summary:
When some metrics are unpredictable, add concrete investigation steps
Differential Revision: D97189120