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Updating autotuner to generation recommendation always, even without cluster info #650

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mattahrens
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Closes #447

Updated Autotuner user tools + core tools to generate recommendations even without worker/cluster info. There are some recommendations that we can do based on only the event log so we want to still generate those. I also refactored a couple sections in the AutoTuner scala code to separate recommendations in more granularity.

TBD on documentation updates needed

@mattahrens mattahrens self-assigned this Nov 6, 2023
@mattahrens mattahrens added user_tools Scope the wrapper module running CSP, QualX, and reports (python) core_tools Scope the core module (scala) labels Nov 6, 2023
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LGTM.

@mattahrens mattahrens merged commit 876c407 into NVIDIA:dev Nov 7, 2023
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@mattahrens mattahrens deleted the autotuner-job-only-recommendations-447 branch November 7, 2023 14:41
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[FEA] Autotuner should generate job-level recommendations without worker/cluster input
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