GitLab

* pre-build deepspeed
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* Update docker file
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* Stricter pt-to-tf checks; Update docker image for related tests

* check all attributes in the output
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* update versions
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* [trainer / deepspeed] fix hyperparameter_search

* require optuna

* style

* oops

* add dep in the right place

* create deepspeed-testing dep group

* Trigger CI

* Runtime -> Devel

* Torch before DeepSpeed

* 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>

* Base move

* Examples reorganization

* Update references

* Put back test data

* Move conftest

* More fixes

* Move test data to test fixtures

* Update path

* Apply suggestions from code review
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* Address review comments and clean
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

- Use cuda:10.2 image instead of 10.1 (to address version mismatch
  warning with pytorch)
- Use devel version that is built on the runtime and includes headers
  and development tools (was otherwise failing to build apex)

* Add setup for TPU CI to run every hour.

* Re-organize config.yml
Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr>

* Added transformers-pytorch-cpu and gpu Docker images
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Added automatic jupyter launch for Docker image.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Move image from alpine to Ubuntu to align with NVidia container images.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Added TRANSFORMERS_VERSION argument to Dockerfile.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Added Pytorch-GPU based Docker image
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Added Tensorflow images.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Use python 3.7 as Tensorflow doesnt provide 3.8 compatible wheel.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Remove double FROM instructions on transformers-pytorch-cpu image.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Added transformers-tensorflow-gpu Docker image.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* use the correct ubuntu version for tensorflow-gpu
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Added pipelines example notebook
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Added transformers-cpu and transformers-gpu (including both PyTorch and TensorFlow) images.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Docker images doesnt start jupyter notebook by default.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Tokenizers notebook
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Update images links
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Update Docker images to python 3.7.6 and transformers 2.5.1
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Added 02-transformers notebook.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Trying to realign 02-transformers notebook ?
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Added Transformer image schema

* Some tweaks on tokenizers notebook

* Removed old notebooks.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Attempt to provide table of content for each notebooks
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Second attempt.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Reintroduce transformer image.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Keep trying
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* It's going to fly !
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Remaining of the Table of Content
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Fix inlined elements for the table of content
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Removed anaconda dependencies for Docker images.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Removing notebooks ToC
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Added LABEL to each docker image.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Removed old Dockerfile
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Directly use the context and include transformers from here.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Reduce overall size of compiled Docker images.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Install jupyter by default and use CMD for easier launching of the images.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Reduce number of layers in the images.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Added README.md for notebooks.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Fix notebooks link in README
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Fix some wording issues.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Added blog notebooks too.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Addressing spelling errors in review comments.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>
Co-authored-by: MOI Anthony <xn1t0x@gmail.com>