merge master

Makefile

@@ -66,6 +66,7 @@ NNI_VERSION_TEMPLATE = 999.0.0-developing
 build:
 	#$(_INFO) Building NNI Manager $(_END)
 	cd src/nni_manager && $(NNI_YARN) && $(NNI_YARN) build
+	cp -rf src/nni_manager/config src/nni_manager/dist/
 	#$(_INFO) Building WebUI $(_END)
 	cd src/webui && $(NNI_YARN) && $(NNI_YARN) build
 

README_zh_CN.md

@@ -60,7 +60,8 @@ NNI (Neural Network Intelligence) 是自动机器学习（AutoML）的工具包
           <li><a href="docs/zh_CN/Builtin_Tuner.md#NetworkMorphism">Network Morphism</a></li>
           <li><a href="examples/tuners/enas_nni/README_zh_CN.md">ENAS</a></li>
           <li><a href="docs/zh_CN/Builtin_Tuner.md#NetworkMorphism#MetisTuner">Metis Tuner</a></li>
-        </ul> 
+          <li><a href="docs/zh_CN/Builtin_Tuner.md#BOHB">BOHB</a></li>
+        </ul>
           <a href="docs/zh_CN/Builtin_Assessors.md#assessor">Assessor（评估器）</a> 
         <ul>
           <li><a href="docs/zh_CN/Builtin_Assessors.md#Medianstop">Median Stop</a></li>
@@ -69,7 +70,7 @@ NNI (Neural Network Intelligence) 是自动机器学习（AutoML）的工具包
       </td>
       <td>
       <ul>
-        <li><a href="docs/zh_CN/tutorial_1_CR_exp_local_api.md">本地计算机</a></li>
+        <li><a href="docs/zh_CN/LocalMode.md">本地计算机</a></li>
         <li><a href="docs/zh_CN/RemoteMachineMode.md">远程计算机</a></li>
         <li><a href="docs/zh_CN/PAIMode.md">OpenPAI</a></li>
         <li><a href="docs/zh_CN/KubeflowMode.md">Kubeflow</a></li>
@@ -193,7 +194,7 @@ NNI (Neural Network Intelligence) 是自动机器学习（AutoML）的工具包
 
 ## **教程**
 
-* [在本机运行 Experiment (支持多 GPU 卡)](docs/zh_CN/tutorial_1_CR_exp_local_api.md)
+* [在本机运行 Experiment (支持多 GPU 卡)](docs/zh_CN/LocalMode.md)
 * [在多机上运行 Experiment](docs/zh_CN/RemoteMachineMode.md)
 * [在 OpenPAI 上运行 Experiment](docs/zh_CN/PAIMode.md)
 * [在 Kubeflow 上运行 Experiment。](docs/zh_CN/KubeflowMode.md)

deployment/deployment-pipelines.yml

@@ -171,3 +171,46 @@ jobs:
       fi
     condition: eq( variables['upload_package'], 'true')
     displayName: 'upload nni package to pypi/testpypi'
+
+- job: 'Build_upload_nni_windows'
+  dependsOn: version_number_validation
+  condition: succeeded()
+  pool:
+    vmImage: 'vs2017-win2016'
+  strategy:
+    matrix:
+      Python36:
+        PYTHON_VERSION: '3.6'
+  steps:
+  - script: |
+      python -m pip install --upgrade pip setuptools --user
+      python -m pip install twine --user
+    displayName: 'Install twine'
+
+  - script: |
+      cd deployment/pypi
+      if [ $(build_type) = 'prerelease' ]
+      then
+        # NNI build scripts (powershell) uses branch tag as package version number
+        git tag $(build_version)
+        echo 'building prerelease package...'
+        powershell.exe ./install.ps1 -version_ts $True
+      else
+        echo 'building release package...'
+        powershell.exe ./install.ps1
+      fi
+    condition: eq( variables['upload_package'], 'true')
+    displayName: 'build nni bdsit_wheel'
+
+  - script: |
+      cd deployment/pypi
+      if [ $(build_type) = 'prerelease' ]
+      then
+        echo 'uploading prerelease package to testpypi...'
+        python -m twine upload -u $(testpypi_user) -p $(testpypi_pwd) --repository-url https://test.pypi.org/legacy/ dist/*
+      else
+        echo 'uploading release package to pypi...'
+        python -m twine upload -u $(pypi_user) -p $(pypi_pwd) dist/*
+      fi
+    condition: eq( variables['upload_package'], 'true')
+    displayName: 'upload nni package to pypi/testpypi'

deployment/pypi/README.md

@@ -1,36 +1,73 @@
-Python Package Index (PyPI) for NNI
-===
+# Python Package Index (PyPI) for NNI
 
-## 1.Description
 This is the PyPI build and upload tool for NNI project.
 
-## 2.Prepare environment
-Before build and upload NNI package, make sure the below OS and tools are available.
-```
-Ubuntu 16.04 LTS
-make
-wget
-Python >= 3.5
-Pip
-Node.js
-Yarn
-```
-
-## 2.How to build
-```bash
-make
-```
-
-## 3.How to upload
-
-### upload for testing
-```bash
-TWINE_REPOSITORY_URL=https://test.pypi.org/legacy/ make upload
-```
-You may need to input the account and password of https://test.pypi.org during this process.
-
-### upload for release
-```bash
-make upload
-```
-You may need to input the account and password of https://pypi.org during this process.
+## **For Linux**
+
+* __Prepare environment__
+
+  Before build and upload NNI package, make sure the below OS and tools are available.
+  ```
+  Ubuntu 16.04 LTS
+  make
+  wget
+  Python >= 3.5
+  Pip
+  Node.js
+  Yarn
+  ```
+
+* __How to build__
+
+  ```bash
+  make
+  ```
+
+* __How to upload__
+
+  **upload for testing**
+  ```bash
+  TWINE_REPOSITORY_URL=https://test.pypi.org/legacy/ make upload
+  ```
+  You may need to input the account and password of https://test.pypi.org during this process.
+
+  **upload for release**
+  ```bash
+  make upload
+  ```
+  You may need to input the account and password of https://pypi.org during this process.
+
+## **For Windows**
+
+* __Prepare environment__
+
+  Before build and upload NNI package, make sure the below OS and tools are available.
+  ```
+  Windows 10
+  powershell
+  Python >= 3.5
+  Pip
+  Node.js
+  Yarn
+  tar
+  ```
+
+* __How to build__
+
+  ```bash
+  powershell ./install.ps1
+  ```
+
+* __How to upload__
+
+  **upload for testing**
+  ```bash
+  powershell ./upload.ps1
+  ```
+  You may need to input the account and password of https://test.pypi.org during this process.
+
+  **upload for release**
+  ```bash
+  powershell ./upload.ps1 -test $False
+  ```
+  You may need to input the account and password of https://pypi.org during this process.

deployment/pypi/clean.ps1

@@ -0,0 +1,7 @@
+$CWD = $PWD
+$OS_SPEC = "windows"
+Remove-Item $CWD\build -Recurse -Force
+Remove-Item $CWD\dist -Recurse -Force
+Remove-Item $CWD\nni -Recurse -Force
+Remove-Item $CWD\nni.egg-info -Recurse -Force
+Remove-Item $CWD\node-$OS_SPEC-x64 -Recurse -Force

deployment/pypi/install.ps1

@@ -0,0 +1,49 @@
+param([bool]$version_ts=$false)
+[Net.ServicePointManager]::SecurityProtocol = [Net.SecurityProtocolType]::Tls12
+$CWD = $PWD
+
+$OS_SPEC = "windows"
+$WHEEL_SPEC = "win_amd64"
+
+$TIME_STAMP = date -u "+%y%m%d%H%M"
+$NNI_VERSION_VALUE = git describe --tags --abbrev=0
+
+# To include time stamp in version value, run:
+# make version_ts=true build
+
+if($version_ts){
+    $NNI_VERSION_VALUE = "$NNI_VERSION_VALUE.$TIME_STAMP"
+}
+
+$NNI_VERSION_TEMPLATE = "999.0.0-developing"
+
+python -m pip install --user --upgrade setuptools wheel
+
+$nodeUrl = "https://aka.ms/nni/nodejs-download/win64"
+$NNI_NODE_ZIP = "$CWD\node-$OS_SPEC-x64.zip"
+$NNI_NODE_FOLDER = "$CWD\node-$OS_SPEC-x64"
+(New-Object Net.WebClient).DownloadFile($nodeUrl, $NNI_NODE_ZIP)
+if(Test-Path $NNI_NODE_FOLDER){
+    Remove-Item $NNI_NODE_FOLDER -Recurse -Force
+}
+New-Item $NNI_NODE_FOLDER -ItemType Directory
+cmd /c tar -xf $NNI_NODE_ZIP -C $NNI_NODE_FOLDER --strip-components 1
+
+cd $CWD\..\..\src\nni_manager
+yarn
+yarn build
+cd $CWD\..\..\src\webui 
+yarn
+yarn build
+if(Test-Path $CWD\nni){
+    Remove-Item $CWD\nni -r -fo
+}
+Copy-Item $CWD\..\..\src\nni_manager\dist $CWD\nni -Recurse
+Copy-Item $CWD\..\..\src\webui\build $CWD\nni\static -Recurse
+Copy-Item $CWD\..\..\src\nni_manager\package.json $CWD\nni
+(Get-Content $CWD\nni\package.json).replace($NNI_VERSION_TEMPLATE, $NNI_VERSION_VALUE) | Set-Content $CWD\nni\package.json
+cd $CWD\nni
+yarn --prod
+cd $CWD
+(Get-Content setup.py).replace($NNI_VERSION_TEMPLATE, $NNI_VERSION_VALUE) | Set-Content setup.py
+python setup.py bdist_wheel -p $WHEEL_SPEC

deployment/pypi/setup.py

@@ -27,10 +27,15 @@
     os_name = 'POSIX :: Linux'
 elif os_type == 'Darwin':
     os_name = 'MacOS'
+elif os_type == 'Windows':
+    os_name = 'Microsoft :: Windows'
 else:
     raise NotImplementedError('current platform {} not supported'.format(os_type))
 
 data_files = [('bin', ['node-{}-x64/bin/node'.format(os_type.lower())])]
+if os_type == 'Windows':
+    data_files = [('.\Scripts', ['node-{}-x64/node.exe'.format(os_type.lower())])]
+
 for (dirpath, dirnames, filenames) in walk('./nni'):
     files = [path.normpath(path.join(dirpath, filename)) for filename in filenames]
     data_files.append((path.normpath(dirpath), files))
@@ -69,7 +74,8 @@
         'json_tricks',
         'numpy',
         'scipy',
-        'coverage'
+        'coverage',
+        'colorama'
     ],
     classifiers = [
         'Programming Language :: Python :: 3',

deployment/pypi/upload.ps1

@@ -0,0 +1,8 @@
+param([bool]$test=$true)
+python -m pip install --user --upgrade twine
+if($test){
+    python -m twine upload --repository-url https://test.pypi.org/legacy/ dist/*
+}
+else{
+    python -m twine upload dist/*
+}

docs/en_US/ExperimentConfig.md

@@ -394,10 +394,10 @@ machineList:
 
 * __localConfig__
 
-  __localConfig__ is applicable only if __trainingServicePlatform__ is set to ```local```, otherwise there should not be __localConfig__ section in configuration file.
+  __localConfig__ is applicable only if __trainingServicePlatform__ is set to `local`, otherwise there should not be __localConfig__ section in configuration file.
   * __gpuIndices__
 
-    __gpuIndices__ is used to specify designated GPU devices for NNI, if it is set, only the specified GPU devices are used for NNI trial jobs. Single or multiple GPU indices can be specified, multiple GPU indices are seperated by comma(,), such as ```1``` or  ```0,1,3```.
+    __gpuIndices__ is used to specify designated GPU devices for NNI, if it is set, only the specified GPU devices are used for NNI trial jobs. Single or multiple GPU indices can be specified, multiple GPU indices are seperated by comma(,), such as `1` or  `0,1,3`.
 
 * __machineList__
 
@@ -431,7 +431,7 @@ machineList:
 
   * __gpuIndices__
 
-    __gpuIndices__ is used to specify designated GPU devices for NNI on this remote machine, if it is set, only the specified GPU devices are used for NNI trial jobs. Single or multiple GPU indices can be specified, multiple GPU indices are seperated by comma(,), such as ```1``` or  ```0,1,3```.
+    __gpuIndices__ is used to specify designated GPU devices for NNI on this remote machine, if it is set, only the specified GPU devices are used for NNI trial jobs. Single or multiple GPU indices can be specified, multiple GPU indices are seperated by comma(,), such as `1` or  `0,1,3`.
 
 * __kubeflowConfig__:
 

docs/en_US/Installation.md

@@ -1,8 +1,8 @@
 # Installation of NNI
 
-Currently we only support installation on Linux & Mac.
+Currently we support installation on Linux, Mac and Windows.
 
-## **Installation**
+## **Installation on Linux & Mac**
 
 * __Install NNI through pip__
 
@@ -13,7 +13,7 @@ Currently we only support installation on Linux & Mac.
 
 * __Install NNI through source code__
 
-  Prerequisite: `python >=3.5, git, wget`
+  Prerequisite: `python >=3.5`, `git`, `wget`
   ```bash
   git clone -b v0.6 https://github.com/Microsoft/nni.git
   cd nni
@@ -24,6 +24,29 @@ Currently we only support installation on Linux & Mac.
 
   You can also install NNI in a docker image. Please follow the instructions [here](https://github.com/Microsoft/nni/tree/master/deployment/docker/README.md) to build NNI docker image. The NNI docker image can also be retrieved from Docker Hub through the command `docker pull msranni/nni:latest`.
 
+## **Installation on Windows**
+
+* __Install NNI through pip__
+
+  Prerequisite: `python >= 3.5`
+  ```bash
+  python -m pip install --upgrade nni
+  ```
+
+* __Install NNI through source code__
+
+  Prerequisite: `python >=3.5`, `git`, `powershell`    
+  When you use powershell to run script for the first time, you need run powershell as Administrator with this command:
+  ```bash
+  Set-ExecutionPolicy -ExecutionPolicy Unrestricted
+  ```
+  Then you can install nni as administrator or current user as follows:
+  ```bash
+  git clone https://github.com/Microsoft/nni.git
+  cd nni
+  powershell ./install.ps1
+  ```
+
 ## **System requirements**
 
 Below are the minimum system requirements for NNI on Linux. Due to potential programming changes, the minimum system requirements for NNI may change over time.
@@ -50,6 +73,18 @@ Below are the minimum system requirements for NNI on macOS. Due to potential pro
 |**Internet**|Boardband internet connection|
 |**Resolution**|1024 x 768 minimum display resolution|
 
+Below are the minimum system requirements for NNI on Windows. Due to potential programming changes, the minimum system requirements for NNI may change over time.
+
+||Minimum Requirements|Recommended Specifications|
+|---|---|---|
+|**Operating System**|Windows 10|Windows 10|
+|**CPU**|Intel® Core™ i3 or AMD Phenom™ X3 8650|Intel® Core™ i5 or AMD Phenom™ II X3 or better|
+|**GPU**|NVIDIA® GeForce® GTX 460|NVIDIA® GeForce® GTX 660 or better|
+|**Memory**|4 GB RAM|6 GB RAM|
+|**Storage**|30 GB available hare drive space|
+|**Internet**|Boardband internet connection|
+|**Resolution**|1024 x 768 minimum display resolution|
+
 ## Further reading
 
 * [Overview](Overview.md)