Docs - Initialize README (#6)

Initialize README.md and update SUPPORT.md, update
* project description
* installation
* usage
* developer guide
* add dependencies version requirement

README.md

-# Project
+# SuperBenchmark
 
-> This repo has been populated by an initial template to help get you started. Please
-> make sure to update the content to build a great experience for community-building.
+[![Build Status](https://dev.azure.com/msrasrg/SuperBenchmark/_apis/build/status/microsoft.superbenchmark?branchName=dev)](https://dev.azure.com/msrasrg/SuperBenchmark/_build?definitionId=77)
+[![Lint](https://github.com/microsoft/superbenchmark/workflows/Lint/badge.svg)](https://github.com/microsoft/superbenchmark/actions?query=workflow%3ALint)
 
-As the maintainer of this project, please make a few updates:
 
-- Improving this README.MD file to provide a great experience
-- Updating SUPPORT.MD with content about this project's support experience
-- Understanding the security reporting process in SECURITY.MD
-- Remove this section from the README
+SuperBench is a benchmarking and diagnosis tool for AI infrastructure,
+which supports:
+* Comprehensive AI infrastructure validation
+    * Distributed validation tools to validate hundreds or thousands of servers automatically
+    * Consider both raw hardware and E2E model performance with ML workload patterns
+    * Provide a fast and accurate way to detect and locate hardware problems
+    * Performance/Quality Gates for hardware and system release
+* Benchmarking with typical AI workload patterns
+    * Provide comprehensive performance comparison between different existing hardware
+    * Give a better understanding for new DL software & hardware
+* Detailed performance analysis and diagnosis
+    * Provide detailed performance report and advanced analysis tool   
+
+It includes micro-benchmark for primitive computation and communication benchmarking,
+and model-benchmark to measure domain-aware end-to-end deep learning workloads.
+
+
+## Installation
+
+### Using Python
+
+System requirements:
+* Python: Python 3.6 or later, pip 18.0 or later
+* Platform: Ubuntu 16.04 or later (64-bit), Windows 10 (64-bit) with WSL2
+
+Check whether Python environment is already configured:
+```sh
+# check Python version
+python3 --version
+# check pip version
+python3 -m pip --version
+```
+If not, install the followings:
+* [Python](https://www.python.org/)
+* [pip](https://pip.pypa.io/en/stable/installing/)
+* [venv](https://docs.python.org/3/library/venv.html)
+
+It's recommended to use a virtual environment (optional):
+```sh
+# create a new virtual environment
+python3 -m venv --system-site-packages ./venv
+# activate the virtual environment
+source ./venv/bin/activate
+
+# exit the virtual environment later
+# after you finish running superbench
+deactivate
+```
+
+Then install superbench through either PyPI binary or from source:
+
+1. PyPI Binary
+
+    TODO
+
+2. From Source
+
+    ```sh
+    # get source code
+    git clone https://github.com/microsoft/superbenchmark
+    cd superbenchmark
+
+    # install superbench
+    python3 -m pip install .
+    ```
+
+### Using Docker
+
+TODO
+
+
+## Usage
+
+TODO
+
+
+## Developer Guide
+
+Follow [Installation using Python](#using-python) and
+use [`dev` branch](https://github.com/microsoft/superbenchmark/tree/dev).
+
+### Set Up
+
+```sh
+# get dev branch code
+git clone -b dev https://github.com/microsoft/superbenchmark
+cd superbenchmark
+
+# install superbench
+python3 -m pip install -e .[dev,test]
+```
+
+### Lint and Test
+
+```sh
+# format code using yapf
+python3 setup.py format
+
+# check code style with mypy and flake8
+python3 setup.py lint
+
+# run all unit tests
+python3 setup.py test
+```
+
+### Submit a Pull Request
+
+Please install `pre-commit` before `git commit` to run all pre-checks.
+
+```sh
+pre-commit install
+```
+
+Pull requests should be submitted to [`dev` branch](https://github.com/microsoft/superbenchmark/tree/dev).
+
 
 ## Contributing
 

SUPPORT.md

-# TODO: The maintainer of this repo has not yet edited this file
-
-**REPO OWNER**: Do you want Customer Service & Support (CSS) support for this product/project?
-
-- **No CSS support:** Fill out this template with information about how to file issues and get help.
-- **Yes CSS support:** Fill out an intake form at [aka.ms/spot](https://aka.ms/spot). CSS will work with/help you to determine next steps. More details also available at [aka.ms/onboardsupport](https://aka.ms/onboardsupport).
-- **Not sure?** Fill out a SPOT intake as though the answer were "Yes". CSS will help you decide.
-
-*Then remove this first heading from this SUPPORT.MD file before publishing your repo.*
-
 # Support
 
 ## How to file issues and get help
 
-This project uses GitHub Issues to track bugs and feature requests. Please search the existing
-issues before filing new issues to avoid duplicates.  For new issues, file your bug or
-feature request as a new Issue.
+This project uses [GitHub Issues] to track bugs and feature requests. Please search the existing
+issues before filing new issues to avoid duplicates. For new issues, file your bug or
+feature request as a new issue.
 
-For help and questions about using this project, please **REPO MAINTAINER: INSERT INSTRUCTIONS HERE
-FOR HOW TO ENGAGE REPO OWNERS OR COMMUNITY FOR HELP. COULD BE A STACK OVERFLOW TAG OR OTHER
-CHANNEL. WHERE WILL YOU HELP PEOPLE?**.
+For help and questions about using this project, please create a new post in [GitHub Discussions].
 
 ## Microsoft Support Policy
 
 Support for this **PROJECT or PRODUCT** is limited to the resources listed above.
+
+[GitHub Issues]: https://github.com/microsoft/superbenchmark/issues
+[GitHub Discussions]: https://github.com/microsoft/superbenchmark/discussions

setup.py

@@ -134,14 +134,15 @@ def run(self):
     python_requires='>=3.6, <4',
     install_requires=[],
     extras_require={
-        'dev': ['pre-commit'],
+        'dev': ['pre-commit>=2.10.0'],
         'test': [
-            'yapf',
-            'mypy',
-            'flake8',
-            'flake8-quotes',
-            'flake8-docstrings',
-            'pytest',
+            'yapf>=0.30.0',
+            'mypy>=0.800',
+            'flake8>=3.8.4',
+            'flake8-quotes>=3.2.0',
+            'flake8-docstrings>=1.5.0',
+            'pydocstyle>=5.1.1',
+            'pytest>=6.2.2',
         ],
     },
     package_data={},
@@ -153,4 +154,8 @@ def run(self):
         'lint': Linter,
         'test': Tester,
     },
+    project_urls={
+        'Source': 'https://github.com/microsoft/superbenchmark',
+        'Tracker': 'https://github.com/microsoft/superbenchmark/issues',
+    },
 )