Microsoft.ML.Scoring 1.0.3

The ID prefix of this package has been reserved for one of the owners of this package by Prefix Reserved
There is a newer version of this package available.
See the version list below for details.
dotnet add package Microsoft.ML.Scoring --version 1.0.3
NuGet\Install-Package Microsoft.ML.Scoring -Version 1.0.3
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package.
<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
#r "nuget: Microsoft.ML.Scoring, 1.0.3"
#r directive can be used in F# Interactive and Polyglot Notebooks. 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

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 version: 1.0.1
  • CPU (mkl enabled) only


  • 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

Product Compatible and additional computed target framework versions.
.NET Framework net45 is compatible.  net451 was computed.  net452 was computed.  net46 was computed.  net461 was computed.  net462 was computed.  net463 was computed.  net47 was computed.  net471 was computed.  net472 was computed.  net48 was computed.  net481 was computed. 
native native is compatible. 
Compatible target framework(s)
Additional computed target framework(s)
Learn more about Target Frameworks and .NET Standard.

This package has no dependencies.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories (1)

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Repository Stars
Samples for getting started with deep learning across TensorFlow, CNTK, Theano and more.
Version Downloads Last updated
1.2.0 15,216 11/16/2018
1.1.0 27,833 9/28/2018
1.0.3 8,748 5/4/2018