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Mlflow+EarlyStopping #75

Merged
merged 22 commits into from
Aug 6, 2024
Merged

Mlflow+EarlyStopping #75

merged 22 commits into from
Aug 6, 2024

Commits on Jul 13, 2024

  1. Create EarlyStopping class. Rename file with train function.

    @Anya497
    Anya497 committed Jul 13, 2024
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  2. Separate different learning types with path to optuna's study.

    @Anya497
    Anya497 committed Jul 13, 2024
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  3. Fix EarlyStopping. Add early stopping to run.

    @Anya497
    Anya497 committed Jul 13, 2024
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  4. Fix bug with dataset processing. Change Result logging format.

    @Anya497
    Anya497 committed Jul 13, 2024
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  5. Increase steps number in QuickSort.

    @Anya497
    Anya497 committed Jul 13, 2024
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Commits on Jul 16, 2024

  1. Fix incorrect merge.

    @Anya497
    Anya497 committed Jul 16, 2024
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  2. Add config fields validation.

    @Anya497
    Anya497 committed Jul 16, 2024
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Commits on Jul 18, 2024

  1. Fix early stopping and config fields validation. Add validation with … 

    …batches to speed up it.
    @Anya497
    Anya497 committed Jul 18, 2024
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  2. Add mlflow to dependencies.

    @Anya497
    Anya497 committed Jul 18, 2024
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  3. - Add validation type to config. 

    - Unify validations interface.
- Add mlflow config.
- Add parameters and metrics logging with mlflow.
    @Anya497
    Anya497 committed Jul 18, 2024
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  4. Remove optimizer and loss function from config. Sort imports in run_t… 

    …raining.py.
    @Anya497
    Anya497 committed Jul 18, 2024
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  5. Add metric logging with step's number.

    @Anya497
    Anya497 committed Jul 18, 2024
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  6. Fix runtime warning.

    @Anya497
    Anya497 committed Jul 18, 2024
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  7. Log models and studies with mlflow.

    @Anya497
    Anya497 committed Jul 18, 2024
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  8. Add mlflow directories to gitignore. Small fix.

    @Anya497
    Anya497 committed Jul 18, 2024
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Commits on Jul 22, 2024

  1. Add shuffle to validation. Change batch_size limits. Add cuda cache c… 

    …leaning.
    @Anya497
    Anya497 committed Jul 22, 2024
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  2. Remove ServersConfig layer from config. Log yml.

    @Anya497
    Anya497 committed Jul 22, 2024
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  3. Log SVM statistics and coverage validation with mlflow.

    @Anya497
    Anya497 committed Jul 22, 2024
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  4. Load weights and studies with mlflow. Fix config validation.

    @Anya497
    Anya497 committed Jul 22, 2024
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Commits on Jul 23, 2024

  1. Add mlflow server starting to CI.

    @Anya497
    Anya497 committed Jul 23, 2024
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Commits on Jul 24, 2024

  1. Fix warning.

    @Anya497
    Anya497 committed Jul 24, 2024
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  2. Play game with one map instead of list of one map. Clarify logs.

    @Anya497
    Anya497 committed Jul 24, 2024
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