EvaluatedApplications.AlgFormer.Gpu 1.1.0

.NET 8.0

dotnet add package EvaluatedApplications.AlgFormer.Gpu --version 1.1.0

NuGet\Install-Package EvaluatedApplications.AlgFormer.Gpu -Version 1.1.0

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="EvaluatedApplications.AlgFormer.Gpu" Version="1.1.0" />

For projects that support PackageReference, copy this XML node into the project file to reference the package.

<PackageVersion Include="EvaluatedApplications.AlgFormer.Gpu" Version="1.1.0" />
                    

                            Directory.Packages.props

<PackageReference Include="EvaluatedApplications.AlgFormer.Gpu" />
                    

                            Project file

For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package.

paket add EvaluatedApplications.AlgFormer.Gpu --version 1.1.0

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

#r "nuget: EvaluatedApplications.AlgFormer.Gpu, 1.1.0"

#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.

#:package EvaluatedApplications.AlgFormer.Gpu@1.1.0

#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package.

#addin nuget:?package=EvaluatedApplications.AlgFormer.Gpu&version=1.1.0
                    

                            Install as a Cake Addin

#tool nuget:?package=EvaluatedApplications.AlgFormer.Gpu&version=1.1.0
                    

                            Install as a Cake Tool

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

AlgFormer.Gpu

Optional ILGPU / CUDA acceleration for the EvaluatedApplications.AlgFormer HoloFormer engine.

GpuHoloTrainer — batched GPU forward + backward training. Syncs the weights up from the CPU HoloFormer, runs the step on the device, and merges the optimizer update back into the CPU model. Also exposes Logits(int[]) for GPU inference.
GpuDevice — process-wide CUDA / CPU auto-detect (HasGpu, Describe, MemoryMb).

Add this package only when you want GPU training. The core AlgFormer package stays dependency-free and AOT/trim-safe without it, and callers fall back to CPU HoloFormer.TrainStep when GpuDevice.HasGpu is false — so the same build runs on GPU and GPU-less machines.

Requires an ILGPU-supported CUDA device at runtime for the GPU path; CPU fallback otherwise.

Product	Compatible and additional computed target framework versions.
.NET	net8.0 is compatible. 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. net9.0 was computed. net9.0-android was computed. net9.0-browser was computed. net9.0-ios was computed. net9.0-maccatalyst was computed. net9.0-macos was computed. net9.0-tvos was computed. net9.0-windows was computed. net10.0 was computed. net10.0-android was computed. net10.0-browser was computed. net10.0-ios was computed. net10.0-maccatalyst was computed. net10.0-macos was computed. net10.0-tvos was computed. net10.0-windows was computed.

Product

.NET