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Refactor the tuning pipeline #1528

Merged
merged 17 commits into from
Jan 18, 2024
Merged

Refactor the tuning pipeline #1528

merged 17 commits into from
Jan 18, 2024

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yiliu30
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@yiliu30 yiliu30 commented Jan 10, 2024

Type of Change

Refactor code
API changed or not: None

Description

Implement #1445 (comment),

  • discard Tuner
  • refactor the pipeline, use the torch as an example to demonstrate how to write fwk-specific tuning pipeline
  • Add TuningLogger to unify log retrieval
  • Add TuningMonitor, Evaluator

How has this PR been tested?

UTs

Dependency Change?

Used some python built-in packages:

  • uuid
  • inspect

@yiliu30 yiliu30 added the INC3.X label Jan 12, 2024
@yiliu30 yiliu30 marked this pull request as ready for review January 17, 2024 02:50
@yiliu30 yiliu30 changed the title Enhance Tuner Refactor the tuning pipeline Jan 17, 2024
Signed-off-by: yiliu30 <[email protected]>
Signed-off-by: yiliu30 <[email protected]>
Signed-off-by: yiliu30 <[email protected]>
Signed-off-by: yiliu30 <[email protected]>
Signed-off-by: yiliu30 <[email protected]>
@yiliu30 yiliu30 merged commit d22df53 into master Jan 18, 2024
24 checks passed
@yiliu30 yiliu30 deleted the ly/tune branch January 18, 2024 03:20
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5 participants