diff --git a/ci/onnx2bnn_build.yml b/ci/onnx2bnn_build.yml
index ca24bcf..c38a2ff 100644
--- a/ci/onnx2bnn_build.yml
+++ b/ci/onnx2bnn_build.yml
@@ -27,7 +27,7 @@ pr:
     - dabnn/*
 
 jobs:
-- job: Linux_AppImage
+- job: LinuxAppImage
   pool:
       vmImage: 'ubuntu-16.04'
   steps:
@@ -43,63 +43,37 @@ jobs:
     inputs:
         contents: 'onnx2bnn.AppImage'
         targetFolder: $(Build.ArtifactStagingDirectory)
-  - task: PublishBuildArtifacts@1
-    inputs:
-      pathtoPublish: $(Build.ArtifactStagingDirectory)
-      artifactName: onnx2bnn AppImage
-  - task: GitHubRelease@0
-    condition: and(succeeded(), startsWith(variables['Build.SourceBranch'], 'refs/tags/v'))
-    inputs:
-      gitHubConnection: 'dabnn release'
-      repositoryName: '$(Build.Repository.Name)'
-      action: 'edit'
-      tag: '$(Build.SourceBranchName)'
-      target: '$(Build.SourceVersion)'
-      assets: '$(Build.ArtifactStagingDirectory)/*'
-      assetUploadMode: 'replace'
-- job: Windows_Python_Package
+  - template: template_onnx2bnn_publish_artifacts.yml
+  - template: template_onnx2bnn_github_release.yml
+- job: Windows
   pool:
       vmImage: 'vs2017-win2016'
   steps:
   - checkout: self
     submodules: true
-  - task: UsePythonVersion@0
-    inputs:
-      versionSpec: '3.7' 
-      addToPath: true
-      architecture: 'x64'
-  - template: template_onnx2bnn_build_python.yml
-  - task: UsePythonVersion@0
-    inputs:
-      versionSpec: '3.6' 
-      addToPath: true
-      architecture: 'x64'
-  - template: template_onnx2bnn_build_python.yml
-  - task: UsePythonVersion@0
-    inputs:
-      versionSpec: '3.5' 
-      addToPath: true
-      architecture: 'x64'
-  - template: template_onnx2bnn_build_python.yml
+  - template: template_onnx2bnn_build_python_all_version.yml
   - task: CopyFiles@2
     inputs:
       sourceFolder: '.setuptools-cmake-build\tools\onnx2bnn\Release\'
       contents: 'onnx2bnn.exe'
       targetFolder: $(Build.ArtifactStagingDirectory)
-  - task: GitHubRelease@0
-    condition: and(succeeded(), startsWith(variables['Build.SourceBranch'], 'refs/tags/v'))
+  - template: template_onnx2bnn_publish_artifacts.yml
+  - template: template_onnx2bnn_github_release.yml
+  - template: template_onnx2bnn_upload_to_pypi.yml
+- job: macOS
+  pool:
+      vmImage: 'macOS-10.14'
+  steps:
+  - checkout: self
+    submodules: true
+  - template: template_onnx2bnn_build_python_all_version.yml
+  - script: 'cp .setuptools-cmake-build/tools/onnx2bnn/onnx2bnn .setuptools-cmake-build/tools/onnx2bnn/onnx2bnn-macos'
+    displayName: 'Rename onnx2bnn'
+  - task: CopyFiles@2
     inputs:
-      gitHubConnection: 'dabnn release'
-      repositoryName: '$(Build.Repository.Name)'
-      action: 'edit'
-      tag: '$(Build.SourceBranchName)'
-      target: '$(Build.SourceVersion)'
-      assets: '$(Build.ArtifactStagingDirectory)/*'
-      assetUploadMode: 'replace'
-  - script: python -m twine upload dist/* --verbose
-    condition: and(succeeded(), startsWith(variables['Build.SourceBranch'], 'refs/tags/v'))
-    displayName: Upload wheel to PyPI
-    workingDirectory: tools/onnx2bnn/python/
-    env:
-      TWINE_USERNAME: $(twineUsername)
-      TWINE_PASSWORD: $(twinePassword)
+      sourceFolder: '.setuptools-cmake-build/tools/onnx2bnn'
+      contents: 'onnx2bnn-macos'
+      targetFolder: $(Build.ArtifactStagingDirectory)
+  - template: template_onnx2bnn_publish_artifacts.yml
+  - template: template_onnx2bnn_github_release.yml
+  - template: template_onnx2bnn_upload_to_pypi.yml
diff --git a/ci/template_onnx2bnn_build_python.yml b/ci/template_onnx2bnn_build_python.yml
index 01bf84f..2c3487e 100644
--- a/ci/template_onnx2bnn_build_python.yml
+++ b/ci/template_onnx2bnn_build_python.yml
@@ -1,6 +1,6 @@
 steps:
 - script: python -m pip install --user --upgrade setuptools wheel twine
   displayName: Install setuptools, wheel and twine
-- script: python setup.py sdist bdist_wheel
+- script: python setup.py bdist_wheel
   workingDirectory: tools/onnx2bnn/python/
   displayName: Build onnx2bnn python package
diff --git a/ci/template_onnx2bnn_build_python_all_version.yml b/ci/template_onnx2bnn_build_python_all_version.yml
new file mode 100644
index 0000000..74e5380
--- /dev/null
+++ b/ci/template_onnx2bnn_build_python_all_version.yml
@@ -0,0 +1,20 @@
+steps:
+- task: UsePythonVersion@0
+  inputs:
+    versionSpec: '3.7' 
+    addToPath: true
+    architecture: 'x64'
+- template: template_onnx2bnn_build_python.yml
+- task: UsePythonVersion@0
+  inputs:
+    versionSpec: '3.6' 
+    addToPath: true
+    architecture: 'x64'
+- template: template_onnx2bnn_build_python.yml
+- task: UsePythonVersion@0
+  inputs:
+    versionSpec: '3.5' 
+    addToPath: true
+    architecture: 'x64'
+- template: template_onnx2bnn_build_python.yml
+
diff --git a/ci/template_onnx2bnn_github_release.yml b/ci/template_onnx2bnn_github_release.yml
new file mode 100644
index 0000000..0e067e7
--- /dev/null
+++ b/ci/template_onnx2bnn_github_release.yml
@@ -0,0 +1,12 @@
+steps:
+- task: GitHubRelease@0
+  condition: and(succeeded(), startsWith(variables['Build.SourceBranch'], 'refs/tags/v'))
+  inputs:
+    gitHubConnection: 'dabnn release'
+    repositoryName: '$(Build.Repository.Name)'
+    action: 'edit'
+    tag: '$(Build.SourceBranchName)'
+    target: '$(Build.SourceVersion)'
+    assets: '$(Build.ArtifactStagingDirectory)/*'
+    assetUploadMode: 'replace'
+
diff --git a/ci/template_onnx2bnn_publish_artifacts.yml b/ci/template_onnx2bnn_publish_artifacts.yml
new file mode 100644
index 0000000..f013ada
--- /dev/null
+++ b/ci/template_onnx2bnn_publish_artifacts.yml
@@ -0,0 +1,6 @@
+steps:
+- task: PublishBuildArtifacts@1
+  inputs:
+    pathtoPublish: $(Build.ArtifactStagingDirectory)
+    artifactName: onnx2bnn
+
diff --git a/ci/template_onnx2bnn_upload_to_pypi.yml b/ci/template_onnx2bnn_upload_to_pypi.yml
new file mode 100644
index 0000000..df57b90
--- /dev/null
+++ b/ci/template_onnx2bnn_upload_to_pypi.yml
@@ -0,0 +1,9 @@
+steps:
+- script: python -m twine upload dist/* --verbose
+  condition: and(succeeded(), startsWith(variables['Build.SourceBranch'], 'refs/tags/v'))
+  displayName: Upload wheel to PyPI
+  workingDirectory: tools/onnx2bnn/python/
+  env:
+    TWINE_USERNAME: $(twineUsername)
+    TWINE_PASSWORD: $(twinePassword)
+