feat: Configuration to set logging level for trigger log by seshapad · Pull Request #241 · foundation-model-stack/fms-hf-tuning

seshapad · 2024-07-15T05:29:51Z

Description of the change

The log message printed when an action is taken by the trainer controller might require different logging levels for different use-cases.

The trainer controller has a configuration section where we could specify the trigger log level.

Related issue number

"Closes #242"

How to verify the PR

Use this example to verify the trigger log-level configuration does indeed emit the loss at that level.

Was the PR tested

I have added >=1 unit test(s) for every new method I have added.
I have ensured all unit tests pass

ashokponkumar · 2024-07-18T16:34:54Z

tuning/trainercontroller/callback.py

                    for operation_action in control_action.operation_actions:
-                        logger.info(
+                        log_levels = logging.get_log_levels_dict()
+                        trigger_log_level_code = logging.get_verbosity()


Why do we care about the logging level set by default? Shouldn't the default be just debug?

ashokponkumar · 2024-07-18T16:45:52Z

tuning/trainercontroller/callback.py

+                        if control_action.config is not None:
+                            trigger_log_level = list(log_levels.keys())[
+                                list(log_levels.values()).index(trigger_log_level_code)
+                            ]
+                            chosen_log_level = control_action.config.get(
+                                TRIGGER_LOG_LEVEL, trigger_log_level
+                            )
+                            trigger_log_level_code = log_levels[chosen_log_level]


Why can't we move the log level detection to init and set it in a self object

ashokponkumar

A minor nit.

ashokponkumar · 2024-07-23T05:57:15Z

tuning/trainercontroller/callback.py

+                            and control.config[CONTROLLER_CONFIG_TRIGGER_LOG_LEVEL]
+                            in log_levels


If log level is mentioned, but is a non-existant log level, shouldn't we warn users?

ashokponkumar · 2024-07-29T10:56:30Z

@kmehant PTAL

kmehant · 2024-07-29T12:11:25Z

@seshapad can you rebase it?

seshapad · 2024-07-30T01:26:12Z

@seshapad can you rebase it?

Done.

Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com>

kmehant

Thanks!

Allows setting of the log level from configuration yaml for controllers.

…model-stack#241) * feat: Added the triggered login in the operation Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: Formatting issues Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: Added default config Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: Moved the variable to right scope Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: Checked added to validate config log level Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: Removed some unwanted log file Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> --------- Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com>

* Set default value of target_modules to be None in LoraConfig Signed-off-by: Will Johnson <mwjohnson728@gmail.com> * Removal of transformers logger and addition of python logger Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * FMT and lint check: Removal of transformers logger and addition of python logger Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * fix: remove lm_head for granite with llama arch models (#258) * initial code for deleting lm_head Signed-off-by: Anh-Uong <anh.uong@ibm.com> * fix logic for copying checkpoint Signed-off-by: Anh-Uong <anh.uong@ibm.com> * fix check that embed_tokens and lm_head weights are the same Signed-off-by: Anh-Uong <anh.uong@ibm.com> * fix warning assertion Signed-off-by: Anh-Uong <anh.uong@ibm.com> * fix lm_head check, remove test Signed-off-by: Anh-Uong <anh.uong@ibm.com> * small fixes from code review Signed-off-by: Anh-Uong <anh.uong@ibm.com> * fmt Signed-off-by: Anh-Uong <anh.uong@ibm.com> --------- Signed-off-by: Anh-Uong <anh.uong@ibm.com> Co-authored-by: Anh-Uong <anh.uong@ibm.com> Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * Add config_utils tests Signed-off-by: Angel Luu <angel.luu@us.ibm.com> * Fix fmt Signed-off-by: Angel Luu <angel.luu@us.ibm.com> * Separate tests out and use docstrings Signed-off-by: Angel Luu <angel.luu@us.ibm.com> * Update more field/value checks from HF defaults Signed-off-by: Angel Luu <angel.luu@us.ibm.com> * Fix: Addition of env var TRANSFORMERS_VERBOSITY check Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * FMT Fix: Addition of env var TRANSFORMERS_VERBOSITY check Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * Add test for tokenizer in lora config (should be ignored) Signed-off-by: Angel Luu <angel.luu@us.ibm.com> * Adding logging support to accelerate launch Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * FMT_FIX: Adding logging support to accelerate launch Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * bug: On save event added to callback (#256) * feat: On save event added to callback Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: Removed additional bracket Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: Removed additional bracket Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: Format issues resolved Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: rebase with upstream and add new line Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> --------- Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> Co-authored-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> * feat: All metric handling changes (#263) * feat: All metric handling changes Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: Format issues Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> --------- Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * feat: Configuration to set logging level for trigger log (#241) * feat: Added the triggered login in the operation Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: Formatting issues Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: Added default config Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: Moved the variable to right scope Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: Checked added to validate config log level Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * fix: Removed some unwanted log file Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> --------- Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * limit peft deps until investigate (#274) Signed-off-by: Anh-Uong <anh.uong@ibm.com> * Data custom collator (#260) * refactor code to preprocess datasets Co-authored-by: Alex-Brooks <Alex.Brooks@ibm.com> Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * fix formatting Co-authored-by: Alex-Brooks <Alex.Brooks@ibm.com> Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * allow input/output in validate args Co-authored-by: Alex-Brooks <Alex.Brooks@ibm.com> Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * format input/output JSON and mask Co-authored-by: Alex-Brooks <Alex.Brooks@ibm.com> Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * function to return suitable collator Co-authored-by: Alex-Brooks <Alex.Brooks@ibm.com> Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * add tests for SFT Trainer input/output format Co-authored-by: Alex-Brooks <Alex.Brooks@ibm.com> Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * remove unused functions Co-authored-by: Alex-Brooks <Alex.Brooks@ibm.com> Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * add eos token to input/output format Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * fix tests Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * improve docstrings Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * keeping JSON keys constant Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * support for input/output format Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * formatting fixes Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * update rEADME formats Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * formatting README Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> --------- Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> Co-authored-by: Alex-Brooks <Alex.Brooks@ibm.com> * Revert "limit peft deps until investigate (#274)" (#275) This reverts commit f57ff63. Signed-off-by: Anh-Uong <anh.uong@ibm.com> * feat: per process state metric (#239) Signed-off-by: Harikrishnan Balagopal <harikrishmenon@gmail.com> * Modify test to pass with target_modules: None Signed-off-by: Will Johnson <mwjohnson728@gmail.com> * Logging changes and unit tests added Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * feat: Add a dockerfile argument to enable aimstack (#261) * Add a dockerfile argument at the end of final layer to enable aimstack. Currenlty guarded by a dockerfile argument. Signed-off-by: Dushyant Behl <dushyantbehl@users.noreply.github.com> * Set the default value of ENABLE_AIM to false Signed-off-by: Dushyant Behl <dushyantbehl@users.noreply.github.com> --------- Signed-off-by: Dushyant Behl <dushyantbehl@users.noreply.github.com> * Solved conflict with main Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * FMT:Fix Solved conflict with main Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * enabling tests for prompt tuning Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * feat: Support pretokenized (#272) * feat: support pretokenized datasets Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> * fix: rebase with upstream and review commits Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> * fix: rebase with upstream and review commits Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> * fix: rebase with upstream and review commits Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> * consolidate collator code Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * add valuerrors for incorrect args Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * feat: add unit tests for validate_data_args and format_dataset Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> * feat: add unit tests for validate_data_args and format_dataset Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> * feat: add unit tests for validate_data_args and format_dataset Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> * feat: add unit tests for validate_data_args and format_dataset Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> --------- Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> Co-authored-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> Co-authored-by: Alex Brooks <alex.brooks@ibm.com> * Update packaging requirement from <24,>=23.2 to >=23.2,<25 (#212) Updates the requirements on [packaging](https://github.com/pypa/packaging) to permit the latest version. - [Release notes](https://github.com/pypa/packaging/releases) - [Changelog](https://github.com/pypa/packaging/blob/main/CHANGELOG.rst) - [Commits](pypa/packaging@23.2...24.1) --- updated-dependencies: - dependency-name: packaging dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Anh Uong <anh.uong@ibm.com> * enabling tests for prompt tuning (#278) Signed-off-by: Abhishek <maurya.abhishek@ibm.com> Co-authored-by: Anh Uong <anh.uong@ibm.com> * fix: do not add special tokens for custom tokenizer (#279) Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> * PR changes for changing logger Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * fix: bug where the logger was not being used properly (#286) Signed-off-by: Hari <harikrishmenon@gmail.com> * Unit Tests changes Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * Add functionality to free disk space from Github Actions (#287) * Add functionality to free disk space from Github Actions Signed-off-by: Will Johnson <mwjohnson728@gmail.com> * Add functionality to free disk space from Github Actions, relocate from build-and-publish.yaml to image.yaml Signed-off-by: Will Johnson <mwjohnson728@gmail.com> * Move freeing space step to before building image Signed-off-by: Will Johnson <mwjohnson728@gmail.com> --------- Signed-off-by: Will Johnson <mwjohnson728@gmail.com> * commented os.environ[LOG_LEVEL] in accelerate.py for testing Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * PR changes Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * FIX:FMT Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * PR Changes Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * PR Changes Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * Add unit test to verify target_modules defaults correctly (#281) * Add unit test to verify target_modules defaults correctly Signed-off-by: Will Johnson <mwjohnson728@gmail.com> * Add sft_trainer.main test to ensure target modules properly default for LoRA when set to None from CLI Signed-off-by: Will Johnson <mwjohnson728@gmail.com> * fmt Signed-off-by: Will Johnson <mwjohnson728@gmail.com> * Use model_args instead of importing, fix nits Signed-off-by: Will Johnson <mwjohnson728@gmail.com> * Add test to ensure target_modules defaults to None in job config Signed-off-by: Will Johnson <mwjohnson728@gmail.com> * Add additional check, fix nits Signed-off-by: Will Johnson <mwjohnson728@gmail.com> --------- Signed-off-by: Will Johnson <mwjohnson728@gmail.com> * docs: Add documentation on experiment tracking. (#257) Signed-off-by: Dushyant Behl <dushyantbehl@users.noreply.github.com> * Ensure additional metadata to trackers don't throw error in happy case. (#290) Signed-off-by: Dushyant Behl <dushyantbehl@users.noreply.github.com> * PR Changes Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * fix multiple runid creation bug with accelerate. (#268) Signed-off-by: Dushyant Behl <dushyantbehl@users.noreply.github.com> * feat: logging control operation (#264) Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * Metrics file epoch indexing from 0 Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * Revert last commit Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * fix run evaluation to get base model path (#273) Signed-off-by: Anh-Uong <anh.uong@ibm.com> * PR Changes Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * PR Changes Signed-off-by: Abhishek <maurya.abhishek@ibm.com> * feat: Added additional events such as on_step_begin, on_optimizer_step, on_substep_end (#293) Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> * Always update setuptools to latest (#288) Signed-off-by: James Busche <jbusche@us.ibm.com> Co-authored-by: Anh Uong <anh.uong@ibm.com> * Rename all fixtures with correct .jsonl extension (#295) Signed-off-by: Will Johnson <mwjohnson728@gmail.com> Co-authored-by: Anh Uong <anh.uong@ibm.com> * feat: add save_model_dir flag where final checkpoint saved (#291) * add save_model_dir flag for final checkpoint Signed-off-by: Anh-Uong <anh.uong@ibm.com> * remove output_dir logic, add save method Signed-off-by: Anh-Uong <anh.uong@ibm.com> * update accelerate_launch, remove save tokenizer Signed-off-by: Anh-Uong <anh.uong@ibm.com> * fix: put back creation of .complete file Signed-off-by: Anh-Uong <anh.uong@ibm.com> * fix failing tests and add new ones Signed-off-by: Anh-Uong <anh.uong@ibm.com> * tests: add sft_trainer test to train and save - small refactor of tests Signed-off-by: Anh-Uong <anh.uong@ibm.com> * add docs on saving checkpoints and fix help msg Signed-off-by: Anh-Uong <anh.uong@ibm.com> * update example and note best checkpoint Signed-off-by: Anh-Uong <anh.uong@ibm.com> * changes based on PR review Signed-off-by: Anh-Uong <anh.uong@ibm.com> * add logging to save, fix error out properly Signed-off-by: Anh-Uong <anh.uong@ibm.com> --------- Signed-off-by: Anh-Uong <anh.uong@ibm.com> --------- Signed-off-by: Will Johnson <mwjohnson728@gmail.com> Signed-off-by: Abhishek <maurya.abhishek@ibm.com> Signed-off-by: Anh-Uong <anh.uong@ibm.com> Signed-off-by: Angel Luu <angel.luu@us.ibm.com> Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com> Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> Signed-off-by: Harikrishnan Balagopal <harikrishmenon@gmail.com> Signed-off-by: Dushyant Behl <dushyantbehl@users.noreply.github.com> Signed-off-by: dependabot[bot] <support@github.com> Signed-off-by: Hari <harikrishmenon@gmail.com> Signed-off-by: James Busche <jbusche@us.ibm.com> Co-authored-by: Abhishek <maurya.abhishek@ibm.com> Co-authored-by: Sukriti Sharma <Ssukriti@users.noreply.github.com> Co-authored-by: Anh-Uong <anh.uong@ibm.com> Co-authored-by: Abhishek Maurya <124327945+Abhishek-TAMU@users.noreply.github.com> Co-authored-by: Angel Luu <angel.luu@us.ibm.com> Co-authored-by: Angel Luu <an317gel@gmail.com> Co-authored-by: Padmanabha V Seshadri <seshapad@in.ibm.com> Co-authored-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com> Co-authored-by: Alex-Brooks <Alex.Brooks@ibm.com> Co-authored-by: Hari <harikrishmenon@gmail.com> Co-authored-by: Dushyant Behl <dushyantbehl@users.noreply.github.com> Co-authored-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: James Busche <jbusche@us.ibm.com>

seshapad force-pushed the trigger_log branch 2 times, most recently from fc90e94 to 9d4801c Compare July 18, 2024 06:06

ashokponkumar requested changes Jul 18, 2024

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seshapad force-pushed the trigger_log branch from 9d4801c to 7dba2f4 Compare July 22, 2024 17:16

ashokponkumar requested changes Jul 23, 2024

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seshapad force-pushed the trigger_log branch from 77a31a3 to 4871e1d Compare July 29, 2024 05:40

ashokponkumar approved these changes Jul 29, 2024

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seshapad force-pushed the trigger_log branch from 4871e1d to 842001a Compare July 30, 2024 01:25

seshapad added 6 commits July 31, 2024 08:23

feat: Added the triggered login in the operation

239ccf0

Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com>

fix: Formatting issues

0731645

Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com>

fix: Added default config

72f2e57

Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com>

fix: Moved the variable to right scope

49e4325

Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com>

fix: Checked added to validate config log level

4fa3f41

Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com>

fix: Removed some unwanted log file

1c852fd

Signed-off-by: Padmanabha V Seshadri <seshapad@in.ibm.com>

seshapad force-pushed the trigger_log branch from 842001a to 1c852fd Compare July 31, 2024 12:24

kmehant approved these changes Jul 31, 2024

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kmehant marked this pull request as ready for review July 31, 2024 12:34

kmehant requested review from Ssukriti, alex-jw-brooks and anhuong as code owners July 31, 2024 12:34

kmehant merged commit 72471ae into foundation-model-stack:main Jul 31, 2024

seshapad mentioned this pull request Aug 3, 2024

feat: [Trainer controller] Configuration to set logging level for trigger log in the trainer controller #282

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feat: Configuration to set logging level for trigger log#241

feat: Configuration to set logging level for trigger log#241
kmehant merged 6 commits intofoundation-model-stack:mainfrom
seshapad:trigger_log

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		and control.config[CONTROLLER_CONFIG_TRIGGER_LOG_LEVEL]
		in log_levels

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seshapad commented Jul 15, 2024 •

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