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Add MLflow logs to evaluate job #220

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@sfmig sfmig commented Jul 8, 2024

What does this PR do?

  • Links evaluation job to corresponding training job
    • Adds info of the trained model being evaluated in MLflow
    • Removes option to set the evaluation job run name as a function of the training job run name (mlflow_run_name_auto is now the default behaviour)
  • Sets evaluation to run by default on validation split (rather than test split)
    • Adds an option to run it on the test split with a CLI flag
  • Changes name of directory with evaluation output
  • Updates README

@sfmig sfmig force-pushed the smg/eval-bash-script-cluster branch from efa90d0 to 285edc3 Compare July 8, 2024 17:45
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codecov-commenter commented Jul 8, 2024

Codecov Report

Attention: Patch coverage is 11.11111% with 32 lines in your changes missing coverage. Please review.

Project coverage is 46.77%. Comparing base (7105c4c) to head (a0f7f84).

Files with missing lines Patch % Lines
crabs/detector/evaluate_model.py 0.00% 25 Missing ⚠️
crabs/detector/utils/evaluate.py 12.50% 7 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main     #220      +/-   ##
==========================================
- Coverage   47.69%   46.77%   -0.92%     
==========================================
  Files          24       24              
  Lines        1495     1520      +25     
==========================================
- Hits          713      711       -2     
- Misses        782      809      +27     

☔ View full report in Codecov by Sentry.
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@sfmig sfmig force-pushed the smg/eval-bash-script-cluster branch from 65d2ef0 to e110eb5 Compare October 29, 2024 17:32
@sfmig sfmig changed the title Evaluate models in the cluster Add MLflow logs to evaluate job Oct 31, 2024
@sfmig sfmig force-pushed the smg/eval-bash-script-cluster branch from a0f7f84 to ff30a86 Compare October 31, 2024 20:30
@sfmig sfmig marked this pull request as ready for review October 31, 2024 20:38
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2 participants