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HX Lin 2018-05-04 10:28:03 +08:00
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@ -83,17 +83,20 @@ The library allows users to automatically optimize their models for model servin
Moreover, VS Tools for AI generates a C# stub class to simplify interaction with models in your app.
These Model Inference Library projects can be further deployed as NuGet packages for convenient distribution
VS Tools for AI supports building apps using Tensorflow and ONNX models. Currently, the following versions are supported:
Visual Studio Tools for AI supports building apps using Tensorflow and ONNX models. Currently, the following versions are supported:
- ONNX
- Version: 1.0.1
- CPU (MKL enabled) only
- CPU (Intel MKL enabled) only
- TensorFlow
- Version: 1.5.0
- CPU (MKL enabled) only
- CPU (Intel MKL enabled) only
- Model formats: checkpoint and saved model only. Frozen model is not supported.
- For TensorFlow Checkpoint - all files including a checkpoint file, a meta file, and data files should be stored under the same folder. If your model contains TensorFlow lookup operations, please copy your vocabulary file to this folder as well.
- For TensorFlow SavedModel - all files including a pb file, data files and asset files should be stored under the same folder. Please do not import SavedModel files that were previously optimized by the library -this can result in unexpected errors.
> [!NOTE]
>
> [Intel MKL](https://software.intel.com/en-us/mkl) is licensed under the [Intel Simplified Software License](https://software.intel.com/en-us/license/intel-simplified-software-license).
# Support
Support for this extension is provided on our [GitHub Issue Tracker](http://github.com/Microsoft/vs-tools-for-ai/issues). You can submit a bug report, a feature suggestion or participate in discussions.

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@ -7,14 +7,19 @@ The library allows users to automatically optimize their models for model servin
VS Tools for AI supports building apps using Tensorflow and ONNX models. Currently, the following versions are supported:
- ONNX
- Version: 1.0.1
- CPU (MKL enabled) only
- CPU (Intel MKL enabled) only
- TensorFlow
- Version: 1.5.0
- CPU (MKL enabled) only
- CPU (Intel MKL enabled) only
- Model formats: checkpoint and saved model only. Frozen model is not supported.
- For TensorFlow Checkpoint - all files including a checkpoint file, a meta file, and data files should be stored under the same folder. If your model contains TensorFlow lookup operations, please copy your vocabulary file to this folder as well.
- For TensorFlow SavedModel - all files including a pb file, data files and asset files should be stored under the same folder. Please do not import SavedModel files that were previously optimized by the library -this can result in unexpected errors.
> [!NOTE]
>
> [Intel MKL](https://software.intel.com/en-us/mkl) is licensed under the [Intel Simplified Software License](https://software.intel.com/en-us/license/intel-simplified-software-license).
## How to Create a Model Inference Library Project
In order to enable easy integration of pre-trained models into .NET applications, Visual Studio Tools for AI allows users to create a C# wrapper over the raw model files. This offers simplified consistent APIs for user-friendly project reference.