OnnxStack.Core 0.25.0

Prefix Reserved
.NET 7.0 This package targets .NET 7.0. The package is compatible with this framework or higher.
There is a newer version of this package available.
See the version list below for details. 
dotnet add package OnnxStack.Core --version 0.25.0                

                    
                

            
NuGet\Install-Package OnnxStack.Core -Version 0.25.0
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="OnnxStack.Core" Version="0.25.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add OnnxStack.Core --version 0.25.0                

                    
                

            
#r "nuget: OnnxStack.Core, 0.25.0"
#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 OnnxStack.Core as a Cake Addin
#addin nuget:?package=OnnxStack.Core&version=0.25.0

// Install OnnxStack.Core as a Cake Tool
#tool nuget:?package=OnnxStack.Core&version=0.25.0

OnnxStack.Core - Onnx Services for .NET Applications

OnnxStack.Core is a library that provides simplified wrappers for OnnxRuntime

Getting Started

OnnxStack.Core can be found via the nuget package manager, download and install it.

PM> Install-Package OnnxStack.Core

Dependencies

Video processing support requires FFMPEG and FFPROBE binaries, files must be present in your output folder or the destinations configured at runtime

https://ffbinaries.com/downloads
https://github.com/ffbinaries/ffbinaries-prebuilt/releases/download/v6.1/ffmpeg-6.1-win-64.zip
https://github.com/ffbinaries/ffbinaries-prebuilt/releases/download/v6.1/ffprobe-6.1-win-64.zip

OnnxModelSession Example


// CLIP Tokenizer Example
//----------------------//

// Model Configuration
var config = new OnnxModelConfig
{
    DeviceId = 0,
    InterOpNumThreads = 0,
    IntraOpNumThreads = 0,
    ExecutionMode = ExecutionMode.ORT_SEQUENTIAL,
    ExecutionProvider = ExecutionProvider.DirectML,
    OnnxModelPath = "cliptokenizer.onnx"
};

// Create Model Session
var modelSession = new OnnxModelSession(config);

// Get Metatdata
var modelMetadata = await modelSession.GetMetadataAsync();

// Create Input Tensor
var text = "Text To Tokenize";
var inputTensor = new DenseTensor<string>(new string[] { text }, new int[] { 1 });

// Create Inference Parameters
using (var inferenceParameters = new OnnxInferenceParameters(modelMetadata))
{
    // Set Inputs and Outputs
    inferenceParameters.AddInputTensor(inputTensor);
    inferenceParameters.AddOutputBuffer();

    // Run Inference
    using (var results = modelSession.RunInference(inferenceParameters))
    {
        // Extract Result Tokens
        var resultData = results[0].ToArray<long>();
    }
}
Product Compatible and additional computed target framework versions.
.NET net7.0 is compatible.  net7.0-android was computed.  net7.0-ios was computed.  net7.0-maccatalyst was computed.  net7.0-macos was computed.  net7.0-tvos was computed.  net7.0-windows was computed.  net8.0 was computed.  net8.0-android was computed.  net8.0-browser was computed.  net8.0-ios was computed.  net8.0-maccatalyst was computed.  net8.0-macos was computed.  net8.0-tvos was computed.  net8.0-windows was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages (3)

Showing the top 3 NuGet packages that depend on OnnxStack.Core:

Package Downloads
OnnxStack.StableDiffusion

Stable Diffusion Library for .NET
OnnxStack.ImageUpscaler

OnnxRuntime Image Upscale Library for .NET
OnnxStack.FeatureExtractor

OnnxRuntime Image Feature Extractor Library for .NET

GitHub repositories (1)

Showing the top 1 popular GitHub repositories that depend on OnnxStack.Core:

Repository Stars
TensorStack-AI/OnnxStack
C# Stable Diffusion using ONNX Runtime
Version Downloads Last updated
0.39.0 371 6/12/2024
0.31.0 267 4/25/2024
0.27.0 190 3/31/2024
0.25.0 178 3/14/2024
0.23.0 175 2/29/2024
0.22.0 135 2/23/2024
0.21.0 157 2/15/2024
0.19.0 163 2/1/2024
0.17.0 184 1/18/2024
0.16.0 134 1/11/2024
0.15.0 205 1/5/2024
0.14.0 161 12/27/2023
0.13.0 133 12/22/2023
0.12.0 142 12/15/2023
0.10.0 168 11/30/2023
0.9.0 147 11/23/2023
0.8.0 202 11/16/2023
0.7.0 147 11/9/2023
0.6.0 133 11/2/2023
0.5.0 140 10/27/2023
0.4.0 121 10/19/2023
0.3.1 148 10/9/2023
0.3.0 117 10/9/2023
0.2.0 124 10/3/2023
0.1.0 171 9/25/2023 0.1.0 is deprecated because it is no longer maintained.