* [trainer / deepspeed] fix hyperparameter_search
* require optuna
* style
* oops
* add dep in the right place
* create deepspeed-testing dep group
* Trigger CI
* Updates the default branch from master to main
* Links from `master` to `main`
* Typo
* Update examples/flax/README.md
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* up
* up
* up
* fix
* yeh
* ups
* Empty test commit
* correct quicktour
* correct
* correct
* up
* up
* uP
* uP
* up
* up
* uP
* up
* up
* up
* up
* up
* up
* up
* up
* up
* up
* Update src/transformers/models/van/modeling_van.py
* finish
* apply suggestions
* remove folder
* revert to daily testing
* Build the doc in a seperate folder then move it
* Allow job
* Is this it?
* Dislike comments?
* Copy instead of move
* Removing version built
* Typos
* No variable
* Take _versions.yml into account
* Finish main job and add dev job
* Forgot the run
* Fix syntax error
* Execute builder from the repo
* Typo
* test
* up
* up
* Empty test commit
* up
* update tests
* up
* fix some vision models
* correct
* correct docs
* Trigger notification
* finalize
* check
* correct quicktour
* Apply suggestions from code review
* improve doctests
* Trigger Build
* next try
* next try
* and again
* Output current clone information
* Output current clone information
* Correct path
* add tf round again
* revert to daily job
Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr>
* Update delete-dev-doc job to match build-dev-doc
* More debug info
* More debug info
* Stash if needed
* Remove the comment update
* Fix paths
* Wtf is going on..
* Fix git status test
* Try another way
* I don't understand what's happening
* Bash shell
* What's happening now...
* What's happening now...
* Try like this
* Back to trying to use bash
* And like that?
* Refine tests
* Stash after adding new files
* Stash after adding new files
* Proper commit sha and PR number
* Address review comments
* Add PT + TF automatic builds
* Apply suggestions from code review
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
* Wrap up
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
# Add support for W&B hyperparameter sweep
This PR:
* allows using wandb for running hyperparameter search.
* The runs are visualized on W&B sweeps dashboard
* This supports runnning sweeps on parallel devices, all reporting to the same central dashboard.
### Usage
**To run new a hyperparameter search:**
```
trainer.hyperparameter_search(
backend="wandb",
project="transformers_sweep", # name of the project
n_trials=5,
metric="eval/loss", # metric to be optimized, default 'eval/loss'. A warning is raised if the passed metric is not found
)
```
This outputs a sweep id. Eg. `my_project/sweep_id`
**To run sweeps on parallel devices:**
Just pass sweep id which you want to run parallel
```
trainer.hyperparameter_search(
backend="wandb",
sweep_id = "my_project/sweep_id"
)
```
* fix_torch_device_generate_test
* remove @
* doc tests
* up
* up
* fix doctests
* adapt files
* finish refactor
* up
* save intermediate
* add more logic
* new change
* improve
* next try
* next try
* next try
* next try
* fix final spaces
* fix final spaces
* improve
* renaming
* correct more bugs
* finish wavlm
* add comment
* run on test runner
* finish all speech models
* adapt
* finish
* Add new model like command
* Bad doc-styler
* black and doc-styler, stop fighting!
* black and doc-styler, stop fighting!
* At last
* Clean up
* Typo
* Bad doc-styler
* Bad doc-styler
* All good maybe?
* Use constants
* Add doc and type hints
* More cleaning
* Add doc
* Fix Copied from
* Doc template
* Use typing.Pattern instead
* Framework-specific files
* Fixes
* Select frameworks clean model init
* Deal with frameworks in main init
* fixes
* Last fix
* Prompt user for info
* Delete exemple config
* Last fixes
* Add test config
* Fix bug with model_type included in each other
* Fixes
* More fixes
* More fixes
* Adapt config
* Remove print statements
* Will fix tokenization later, leave it broken for now
* Add test
* Quality
* Try this way
* Debug
* Maybe by setting the path?
* Let's try another way
* It should go better when actually passing the arg...
* Remove debug statements and style
* Fix config
* Add tests
* Test require the three backends
* intermediate commit
* Revamp pattern replacements and start work on feature extractors
* Adapt model info
* Finalize code for processors
* Fix in main init additions
* Finish questionnaire for processing classes
* Fix file name
* Fix for real
* Fix patterns
* Style
* Remove needless warnings
* Copied from should work now.
* Include Copied form in blocks
* Add test
* More fixes and tests
* Apply suggestions from code review
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
* Address review comment
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
