Microsoft.ML.Scoring 1.0.3

Microsoft Machine Learning Scoring, C# managed library, deep learning model inferencing library, target .NETFramework v4.5. MKL License Notice: https://software.intel.com/en-us/license/intel-simplified-software-license

There is a newer version of this package available.
See the version list below for details.
Install-Package Microsoft.ML.Scoring -Version 1.0.3
dotnet add package Microsoft.ML.Scoring --version 1.0.3
<PackageReference Include="Microsoft.ML.Scoring" Version="1.0.3" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add Microsoft.ML.Scoring --version 1.0.3
The NuGet Team does not provide support for this client. Please contact its maintainers for support.

Microsoft.ML.Scoring library is a Model Inference Library which automatically optimizes the ONNX/TensorFlow model for serving, as well as placing on optimized ONNX/TensorFlow runtime. It supports building apps using Tensorflow and ONNX models. Currently, the following versions are supported

ONNX:

  • ONNX version: 1.0.1
  • CPU (mkl enabled) only

Tensorflow:

  • TF version: 1.5.0
  • CPU (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: MKL License Notice

Microsoft.ML.Scoring library is a Model Inference Library which automatically optimizes the ONNX/TensorFlow model for serving, as well as placing on optimized ONNX/TensorFlow runtime. It supports building apps using Tensorflow and ONNX models. Currently, the following versions are supported

ONNX:

  • ONNX version: 1.0.1
  • CPU (mkl enabled) only

Tensorflow:

  • TF version: 1.5.0
  • CPU (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: MKL License Notice

Dependencies

This package has no dependencies.

Showing the top 1 GitHub repositories that depend on Microsoft.ML.Scoring:

Repository Stars
microsoft/samples-for-ai
Samples for getting started with deep learning across TensorFlow, CNTK, Theano and more.

Version History

Version Downloads Last updated
1.2.0 10,620 11/16/2018
1.1.0 23,679 9/28/2018
1.0.3 5,703 5/4/2018