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Merge back from rel-0.2.1 #422

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Feb 1, 2019
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Merge back from rel-0.2.1 #422

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75e950c
Addl TPN updates (#403)
faxu Jan 31, 2019
e12e4c4
Bump up version number for 0.2.1 release (#420)
Jan 31, 2019
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Addl TPN updates (#403) 
* Updated TPN

* Update batch_norm_op_test.cc

* Update ThirdPartyNotices.txt

* Update ThirdPartyNotices.txt

* Update readme with package links

* Update README.md

* Update README.md

* Update README.md

* Merged Ryan and TPN changes into single PR

* minor fix

* added mkldnn to GPU pipeline. Required by C# library as it is the default execution provider
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@faxu
faxu authored and Raymond Yang committed Jan 31, 2019
commit 75e950c410008aa5bc9c47fcb288d87a435648d3
14 changes: 6 additions & 8 deletions README.md
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Expand Up @@ -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.
Expand All @@ -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
Expand All @@ -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
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