Microsoft.ML.Scoring 1.0.3 The ID prefix of this package has been reserved for one of the owners of this package by NuGet.org.

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There is a newer version of this package available.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.
#r "nuget: Microsoft.ML.Scoring, 1.0.3"
#r directive can be used in F# Interactive, C# scripting and .NET Interactive. Copy this into the interactive tool or source code of the script to reference the package.
// Install Microsoft.ML.Scoring as a Cake Addin
#addin nuget:?package=Microsoft.ML.Scoring&version=1.0.3

// Install Microsoft.ML.Scoring as a Cake Tool
#tool nuget:?package=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.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories (1)

Showing the top 1 popular 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 12,216 11/16/2018
1.1.0 24,456 9/28/2018
1.0.3 6,895 5/4/2018