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Hyperparameter tuning, standardization & extended searchspace construction #278

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Hyperparameter tuning, standardization & extended searchspace construction #278

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Commits on Jun 5, 2024

  1. Added pyATF as searchspace builder

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    fjwillemsen committed Jun 5, 2024
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Commits on Jun 6, 2024

  1. Merge branch 'master' of https://github.com/KernelTuner/kernel_tuner

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    fjwillemsen committed Jun 6, 2024
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  2. Implemented basic PyATF searchspace builder

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    fjwillemsen committed Jun 6, 2024
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Commits on Jul 25, 2024

  1. Minor changes

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    fjwillemsen committed Jul 25, 2024
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Commits on Jul 30, 2024

  1. Setup structure for cross-searchspace hyperparameter tuning using met… 

    …hodology
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    fjwillemsen committed Jul 30, 2024
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  2. Further integration of Hypertuner device functions

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    fjwillemsen committed Jul 30, 2024
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  3. Finalized new cross-searchspace hyperparameter tuning in Kernel Tuner

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    fjwillemsen committed Jul 30, 2024
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Commits on Oct 5, 2024

  1. Added T1 schema and command line interface for T1 input files

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    fjwillemsen committed Oct 5, 2024
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Commits on Oct 7, 2024

  1. Implemented T1 input in interface

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    fjwillemsen committed Oct 7, 2024
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Commits on Oct 8, 2024

  1. Merge with master

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    fjwillemsen committed Oct 8, 2024
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  2. Fixed an issue that caused the T4 schema to point to a non-existing a… 

    …bsolute path
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    fjwillemsen committed Oct 8, 2024
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  3. Hypertuner tests are skipped without Methodology dependency installed

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    fjwillemsen committed Oct 8, 2024
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  4. Added error message to Nox development environment check in case of f… 

    …ailure
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    fjwillemsen committed Oct 8, 2024
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  5. Added type hints

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    fjwillemsen committed Oct 8, 2024
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  6. Added T1 input file for testing

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    fjwillemsen committed Oct 8, 2024
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  7. Added T1 input schema for validation

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    fjwillemsen committed Oct 8, 2024
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  8. Setup tests for T1 input file

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    fjwillemsen committed Oct 8, 2024
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  9. Merge branch 'searchspace_experiments' of https://github.com/benvanwe… 

    …rkhoven/kernel_tuner into searchspace_experiments
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  10. Fixed an error reading the T1 format

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    fjwillemsen committed Oct 8, 2024
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  11. Fixed an error reading the T1 format

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    fjwillemsen committed Oct 8, 2024
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Commits on Oct 9, 2024

  1. Interface accepts Path-type as kernel_source argument to resolve to file

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    fjwillemsen committed Oct 9, 2024
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  2. Added type hints

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    fjwillemsen committed Oct 9, 2024
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  3. Changed test to Kernel Tuner example

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    fjwillemsen committed Oct 9, 2024
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  4. Added functionality to have dynamic vector sizes based on tunable par… 

    …ameters
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    fjwillemsen committed Oct 9, 2024
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  5. Added coonversion of grid divisions and constant arguments

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    fjwillemsen committed Oct 9, 2024
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  6. Added support for cachefiles in T1 interface

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    fjwillemsen committed Oct 9, 2024
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Commits on Oct 11, 2024

  1. Expose T1 interface function in package

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    fjwillemsen committed Oct 11, 2024
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  2. Extended T1 tuning interface, formatting

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    fjwillemsen committed Oct 11, 2024
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  3. Convert single problem size to array, improved error messages

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    fjwillemsen committed Oct 11, 2024
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  4. Split T4 output function to have either Python value or file returned

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    fjwillemsen committed Oct 11, 2024
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  5. Implemented return of T4 output, additional arguments

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    fjwillemsen committed Oct 11, 2024
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Commits on Oct 16, 2024

  1. Further intergration of experiments file generation and hyperparamete… 

    …r tuning
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    fjwillemsen committed Oct 16, 2024
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  2. Generate an experiments file using provided values and defaults from … 

    …Kernel Tuner for hyperparameter tuning
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    fjwillemsen committed Oct 16, 2024
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  3. Fixed a function name error

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    fjwillemsen committed Oct 16, 2024
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  4. Fixed an interface error in test

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    fjwillemsen committed Oct 16, 2024
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  5. Implemented sonarlint suggestions

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    fjwillemsen committed Oct 16, 2024
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  6. Implemented benchmarkobserver for reporting hyperparameter tuning res… 

    …ults
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    fjwillemsen committed Oct 16, 2024
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Commits on Oct 17, 2024

  1. Limited the max_feval size to at most the size of the searchspace

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    fjwillemsen committed Oct 17, 2024
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  2. Succesfully implemented hyperparameter tuning

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    fjwillemsen committed Oct 17, 2024
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Commits on Oct 22, 2024

  1. Avoid duplicate execution, resolved an issue which sometimes led to h… 

    …yperparamtuner tuning returning more results than the searchspace size
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    fjwillemsen committed Oct 22, 2024
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Commits on Oct 23, 2024

  1. Added time unit metadata to T4 output

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    fjwillemsen committed Oct 23, 2024
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  2. Set up hyperparamtuning cache, made cache names hyperparam-unique

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    fjwillemsen committed Oct 23, 2024
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  3. Changed hyperparameter tuning defaults

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    fjwillemsen committed Oct 23, 2024
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