GitLab

* add install requirements command line

* add pillow library to fix version

* modify to uppercase
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>

bug fixes for adamw/lamb and corresponding tests

* Porting BingBertSquad test

* Updating default paths.

* Enable model tests.

* Updating DeepSpeedExamples submodule

* Adding BingBertSquad's log uploads.

* Messed up the submodule again :-)

* Set up CI with Azure Pipelines for docker build/push

* bump tf version in dockerfile

* Update install.sh

* Fix broken link for the 1Cycle doc.

* Removed the 1Cycle link from README.md.

* Importing 1Cycle tutorial.

* image paths

* Added LR schedule figure

* line wrap

* lowercase name

* Updating README links

* typo

Co-authored-by: Jeff Rasley <jerasley@microsoft.com>

* Increasing section headers

* Move testing under contributing
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>

Co-authored-by: Jeff Rasley <jerasley@microsoft.com>

Bumps [tensorflow-gpu](https://github.com/tensorflow/tensorflow) from 1.14.0 to 1.15.2.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v1.14.0...v1.15.2

)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>

Add Azure tutorial text and scripts

adding figure caption

* Added features.md and Getting Started guide.

* trimming newlines

* Adding hostfile discussion

* include/exclude emphasis

* Edits overview

* minor edits on the overview

* minor edits

* Fixing broken GPT2 links

* Clarify our relationship with Megatron-LM

* Update README.md

* Update README.md

* minor edits

* fix formatting
Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: yuxionghe <yuxhe@microsoft.com>

* simplifying the batch config, using a single assert to test for validity and allowing for specifying only the micro batch size

* Simplifying Batch Config, Adding ability to specify batch using just micro_batch, and adding a bunch of unit tests

* ran formatting

* Typo fixes and added the config file

* reformatting

* path fixes

* removing print statements

* Ported DeepSpeed overview.

* Renamed subsection

* Formatting table of contents

* initial import of Megatron tutorial

* Grammatical edits, formatting, and paths.

* formatting and data download instructions

* formatting tutorial

* formatting tutorial

* formatting tutorial

* formatting tutorial

* formatting tutorial

* formatting tutorial

* new perf chart

* removing TODO

* adding pointer to tutorial

* edits

* azure to low bandwidth
Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com>

* add tutorial doc for CIFAR-10 model

* pass pre-commit

* update cifar link to DeepScaleExamples

* simplify the running command

* change deepspeed.pt to deepspeed

Unit tests for add_XXX_arguments

Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>

* Azure pipelines build badge

* Update README.md

* add license badge

* update examples submodule

* install requirements.txt with install script

* add dockerfile