/TorchSharp

.NET bindings for the Pytorch engine

Primary LanguageC#MIT LicenseMIT

TorchSharp

TorchSharp is a .NET library that provides access to the library that powers PyTorch. It is a work in progress, but already provides a .NET API that can be used to perform (1) various operations on ATen Tensors; (2) scoring of TorchScript models; (3) Training of simple neural networks.

Our current focus is to bind the entire API surfaced by libtorch.

Things that you can try:

using AtenSharp;

var x = new FloatTensor (100);   // 1D-tensor with 100 elements
FloatTensor result = new FloatTensor (100);

FloatTensor.Add (x, 23, result);

Console.WriteLine (x [12]);

Discussions

We have a chat room here:

https://gitter.im/xamarin/TorchSharp

Building

Windows

Requirements:

  • Visual Studio
  • git
  • cmake (tested with 3.14)

Commands:

  • Building: build.cmd
  • Building from Visual Studio: first build using the command line
  • See all configurations: build.cmd -?
  • Run tests from command line: build.cmd -runtests
  • Build packages: build.cmd -buildpackages

Linux/Mac

Requirements:

  • requirements to run .NET Core 2.0
  • git
  • cmake (tested with 3.14)
  • clang 3.9

Commands:

  • Building: ./build.sh
  • Building from Visual Studio: first build using the command line
  • See all configurations: ./build.sh -?
  • Run tests from command line: ./build.sh -runtests
  • Build packages: ./build.sh -buildpackages

Examples

Porting of the more famous network architectures to TorchSharp is in progress. For the moment we only support MNIST and AlexNet