Merge back from rel-0.2.1

README.md

@@ -23,7 +23,7 @@ ONNX Runtime continuously strives to provide top performance for a broad and gro
 ### Alignment with ONNX Releases
 ONNX Runtime provides comprehensive support of the ONNX spec and can be used to run all models based on ONNX v1.2.1 and higher. See ONNX version release details [here](https://github.com/onnx/onnx/releases).
 
-As of November 2018, ONNX Runtime supports the latest released version of ONNX (1.3). Once 1.4 is released, ONNX Runtime will align with the updated spec, adding support for new operators and other capabilities.
+As of January 2019, ONNX Runtime supports ONNX 1.3. We will soon add support for the recently released ONNX 1.4.
 
 ### Traditional ML support
 ONNX Runtime fully supports the ONNX-ML profile of the ONNX spec for traditional ML scenarios. 
@@ -39,15 +39,13 @@ We are continuously working to integrate new execution providers to provide impr
 
 ## Cross Platform 
 ONNX Runtime offers:
-* APIs for Python, C#, and C (experimental)
+* APIs for Python, C#, and C
 * Available for Linux, Windows, and Mac 
 
 See API documentation and package installation instructions [below](#Installation). 
 
 Looking ahead: To broaden the reach of the runtime, we will continue investments to make ONNX Runtime available and compatible with more platforms. These include but are not limited to:
-* C# for Linux, Mac
-* C# supporting GPU
-* C packages
+* C# for Mac
 * [ARM](BUILD.md##arm-builds)
 
 # Getting Started 
@@ -61,9 +59,9 @@ If you already have an ONNX model, just [install the runtime](#Installation) for
 ## APIs and Official Builds
 | API Documentation | CPU package | GPU package |
 |-----|-------------|-------------|
-| [Python](https://docs.microsoft.com/en-us/python/api/overview/azure/onnx/intro?view=azure-onnx-py) | [Windows](https://pypi.org/project/onnxruntime/)<br>[Linux](https://pypi.org/project/onnxruntime/)<br>[Mac](https://pypi.org/project/onnxruntime/)| [Windows](https://pypi.org/project/onnxruntime-gpu)<br>[Linux](https://pypi.org/project/onnxruntime-gpu/) |
-| [C#](docs/CSharp_API.md) | [Windows](https://www.nuget.org/packages/Microsoft.ML.OnnxRuntime/)<br>Linux - Coming Soon<br>Mac - Coming Soon| [Windows](https://www.nuget.org/packages/Microsoft.ML.OnnxRuntime.Gpu/)<br>Linux - Coming Soon<br>Mac - Coming Soon|
-| [C (experimental)](docs/C_API.md) | Coming Soon | Coming Soon |
+| [Python](https://docs.microsoft.com/en-us/python/api/overview/azure/onnx/intro?view=azure-onnx-py) | [Windows/Linux/Mac](https://pypi.org/project/onnxruntime/)| [Windows/Linux](https://pypi.org/project/onnxruntime-gpu/) |
+| [C#](docs/CSharp_API.md) | [Windows/Linux](https://www.nuget.org/packages/Microsoft.ML.OnnxRuntime/)<br>Mac - Coming Soon| [Windows/Linux](https://www.nuget.org/packages/Microsoft.ML.OnnxRuntime.Gpu/)<br>Mac - Coming Soon|
+| [C](docs/C_API.md) | [Windows/Linux](https://www.nuget.org/packages/Microsoft.ML.OnnxRuntime/)<br>Mac - Coming Soon | [Windows/Linux](https://www.nuget.org/packages/Microsoft.ML.OnnxRuntime.Gpu/)<br>Mac - Coming Soon |
 | [C++](onnxruntime/core/session/inference_session.h) | TBD | TBD |
 
 ## Build Details

VERSION_NUMBER

@@ -1 +1 @@
-0.2.0
+0.2.1

csharp/src/Microsoft.ML.OnnxRuntime/SessionOptions.cs

@@ -49,7 +49,7 @@ public static SessionOptions Default
         private static SessionOptions MakeSessionOptionWithMklDnnProvider()
         {
             SessionOptions options = new SessionOptions();
-            //            NativeMethods.OrtSessionOptionsAppendExecutionProvider_Mkldnn(_nativePtr, 1);
+            NativeMethods.OrtSessionOptionsAppendExecutionProvider_Mkldnn(options._nativePtr, 1);
             NativeMethods.OrtSessionOptionsAppendExecutionProvider_CPU(options._nativePtr, 1);
             return options;
         }

docs/Versioning.md

@@ -30,6 +30,7 @@ opset version implemented in that release.
 
 | ONNX Runtime release version | ONNX opset version <br> implemented in this release | ONNX ML opset version <br> implemented in this release | Supported ONNX IR version |
 |------------------------------|--------------------|----------------------|------------------|
+| 0.2.1 | 8 | 1 | 3 |
 | 0.2.0 | 8 | 1 | 3 |
 | 0.1.5 | 8 | 1 | 3 |
 | 0.1.4 | 8 | 1 | 3 |

docs/python/README.rst

@@ -52,6 +52,11 @@ replaces *scikit-learn* to compute the predictions.
 Changes
 -------
 
+0.2.1
+^^^^^
+
+C-API, Linux support for Dotnet Nuget package, Cuda 10.0 support (patch to 0.2.0).
+
 0.2.0
 ^^^^^
 

onnxruntime/__init__.py

@@ -12,7 +12,7 @@
 as Deep Learning algorithms in the
 `ONNX-ML format <https://github.com/onnx/onnx/blob/master/docs/IR.md>`_.
 """
-__version__ = "0.2.0"
+__version__ = "0.2.1"
 __author__ = "Microsoft"
 
 from onnxruntime.capi import onnxruntime_validation

onnxruntime/test/providers/cpu/nn/batch_norm_op_test.cc

@@ -76,7 +76,7 @@ TEST(BatchNormTest, PositiveTestCase) {
 }
 
 TEST(BatchNormTest, PositiveTestCaseDefaultEpsilon) {
-  // This input was taken from the SpatialBN_1.pb, SpatialBN_1_input.pb and SpatialBN_1_output.pb files.
+  // This input was taken from the SpatialBN_1.pb, SpatialBN_1_input.pb and SpatialBN_1_output.pb files from an older version of this project
   vector<float> X{0.329876f, -0.287158f, -0.411425f, 0.473621f, 0.18156f, -0.170596f, -0.329516f, -0.170733f, -0.121664f, 0.4372f,
                   -0.485668f, 0.218049f, -0.360263f, 0.107016f, 0.45358f, 0.325056f, 0.15995f, 0.098852f, -0.283453f, -0.373051f,
                   0.257542f, 0.0614853f, -0.0592363f, 0.434488f, -0.0179583f, 0.398374f, -0.451602f, -0.132009f, -0.174468f,

package/rpm/onnxruntime.spec

@@ -1,5 +1,5 @@
 Name:           onnxruntime
-Version:        0.2.0
+Version:        0.2.1
 Release:        1%{?dist}
 Summary:        onnxruntime
 

setup.py

@@ -53,7 +53,7 @@ def finalize_options(self):
 # Setup
 setup(
     name=package_name,
-    version='0.2.0',
+    version='0.2.1',
     description='ONNX Runtime Python bindings',
     long_description=long_description,
     author='Microsoft Corporation',

tools/ci_build/github/azure-pipelines/win-gpu-ci-pipeline.yml

@@ -57,7 +57,7 @@ jobs:
       displayName: 'Download test data and generate cmake config'
       inputs:
         filename: '$(Build.BinariesDirectory)\packages\python\python.exe'
-        arguments: '$(Build.SourcesDirectory)\tools\ci_build\build.py --config Debug Release --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --cmake_path $(Build.BinariesDirectory)\cmake\bin\cmake.exe --ctest_path $(Build.BinariesDirectory)\cmake\bin\ctest.exe  --enable_pybind --use_openmp --build_shared_lib  --enable_onnx_tests --use_cuda --cuda_home="C:\local\cuda_10.0.130_win10" --cudnn_home="C:\local\cudnn-10.0-windows10-x64-v7.3.1.20\cuda" --test_data_url $(TestDataUrl) --test_data_checksum $(TestDataChecksum) --update --msvc_toolset=14.11'
+        arguments: '$(Build.SourcesDirectory)\tools\ci_build\build.py --config Debug Release --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --cmake_path $(Build.BinariesDirectory)\cmake\bin\cmake.exe --ctest_path $(Build.BinariesDirectory)\cmake\bin\ctest.exe  --enable_pybind --use_openmp --use_mkldnn --use_mkldnn --build_shared_lib  --enable_onnx_tests --use_cuda --cuda_home="C:\local\cuda_10.0.130_win10" --cudnn_home="C:\local\cudnn-10.0-windows10-x64-v7.3.1.20\cuda" --test_data_url $(TestDataUrl) --test_data_checksum $(TestDataChecksum) --update --msvc_toolset=14.11'
         workingDirectory: "$(Build.BinariesDirectory)"
 
     - task: VSBuild@1
@@ -74,7 +74,7 @@ jobs:
       displayName: 'Test Debug'
       inputs:
         filename: '$(Build.BinariesDirectory)\packages\python\python.exe'
-        arguments: '$(Build.SourcesDirectory)\tools\ci_build\build.py --config Debug --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --cmake_path $(Build.BinariesDirectory)\cmake\bin\cmake.exe --ctest_path $(Build.BinariesDirectory)\cmake\bin\ctest.exe  --enable_pybind --use_openmp --build_shared_lib  --enable_onnx_tests --use_cuda --cuda_home="C:\local\cuda_10.0.130_win10" --cudnn_home="C:\local\cudnn-10.0-windows10-x64-v7.3.1.20\cuda" --test_data_url $(TestDataUrl) --test_data_checksum $(TestDataChecksum) --test'
+        arguments: '$(Build.SourcesDirectory)\tools\ci_build\build.py --config Debug --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --cmake_path $(Build.BinariesDirectory)\cmake\bin\cmake.exe --ctest_path $(Build.BinariesDirectory)\cmake\bin\ctest.exe  --enable_pybind --use_openmp --use_mkldnn --use_mkldnn --build_shared_lib  --enable_onnx_tests --use_cuda --cuda_home="C:\local\cuda_10.0.130_win10" --cudnn_home="C:\local\cudnn-10.0-windows10-x64-v7.3.1.20\cuda" --test_data_url $(TestDataUrl) --test_data_checksum $(TestDataChecksum) --test'
         workingFolder: '$(Build.BinariesDirectory)'
     - task: VSBuild@1
       displayName: 'Build C# Debug'
@@ -110,7 +110,7 @@ jobs:
       displayName: 'Test Release'
       inputs:
         filename: '$(Build.BinariesDirectory)\packages\python\python.exe'
-        arguments: '$(Build.SourcesDirectory)\tools\ci_build\build.py --config Release --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --cmake_path $(Build.BinariesDirectory)\cmake\bin\cmake.exe --ctest_path $(Build.BinariesDirectory)\cmake\bin\ctest.exe  --enable_pybind --use_openmp --build_shared_lib  --enable_onnx_tests --use_cuda --cuda_home="C:\local\cuda_10.0.130_win10" --cudnn_home="C:\local\cudnn-10.0-windows10-x64-v7.3.1.20\cuda" --test_data_url $(TestDataUrl) --test_data_checksum $(TestDataChecksum) --test'
+        arguments: '$(Build.SourcesDirectory)\tools\ci_build\build.py --config Release --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --cmake_path $(Build.BinariesDirectory)\cmake\bin\cmake.exe --ctest_path $(Build.BinariesDirectory)\cmake\bin\ctest.exe  --enable_pybind --use_openmp --use_mkldnn --build_shared_lib  --enable_onnx_tests --use_cuda --cuda_home="C:\local\cuda_10.0.130_win10" --cudnn_home="C:\local\cudnn-10.0-windows10-x64-v7.3.1.20\cuda" --test_data_url $(TestDataUrl) --test_data_checksum $(TestDataChecksum) --test'
         workingFolder: "$(Build.BinariesDirectory)"
 
     - task: VSBuild@1