ManagedCuda.NETStandard
9.1.1-preview2
ManagedCuda aims an easy integration of NVidia's CUDA in .NET applications written in C#,
Visual Basic or any other .NET language. This package includes only the core ManagedCuda
library and no additional CUDA libraries.
This package is an unofficial port of ManagedCUDA to .NET Standard 2.0 and was tested
on Linux and Windows (x64). It requires NVIDIA GPU driver 387.92 or higher.
This package contains components that are property of Nvidia Corporation and redistributed
according to the "CUDA Supplement to Software License Agreement" of the
"NVIDIA Software License Agreement". See the package license for details.
See the version list below for details.
Install-Package ManagedCuda.NETStandard -Version 9.1.1-preview2
dotnet add package ManagedCuda.NETStandard --version 9.1.1-preview2
<PackageReference Include="ManagedCuda.NETStandard" Version="9.1.1-preview2" />
paket add ManagedCuda.NETStandard --version 9.1.1-preview2
#r "nuget: ManagedCuda.NETStandard, 9.1.1-preview2"
Dependencies
-
.NETStandard 2.0
- No dependencies.
Used By
NuGet packages (11)
Showing the top 5 NuGet packages that depend on ManagedCuda.NETStandard:
Package | Downloads |
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Tensor
Tensor (n-dimensional array) library for F#
Core features:
- n-dimensional arrays (tensors) in host memory or on CUDA GPUs
- element-wise operations (addition, multiplication, absolute value, etc.)
- basic linear algebra operations (dot product, SVD decomposition, matrix inverse, etc.)
- reduction operations (sum, product, average, maximum, arg max, etc.)
- logic operations (comparision, and, or, etc.)
- views, slicing, reshaping, broadcasting (similar to NumPy)
- scatter and gather by indices
- standard functional operations (map, fold, etc.)
Data exchange:
- read/write support for HDF5 (.h5)
- interop with standard F# types (Seq, List, Array, Array2D, Array3D, etc.)
Performance:
- host: SIMD and BLAS accelerated operations
- by default Intel MKL is used (shipped with NuGet package)
- other BLASes (OpenBLAS, vendor-specific) can be selected by configuration option
- CUDA GPU: all operations performed locally on GPU and cuBLAS used for matrix operations
Requirements:
- Linux, MacOS or Windows on x64
- Linux requires libgomp.so.1 installed.
Additional algorithms are provided in the Tensor.Algorithm package.
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ManagedCuda-CUBLAS.NETStandard
managedCuda-wrapper for CUBLAS, only for x64-platform.
CUDA Toolkit: 9.1.85.3
Minimum NVIDIA GPU driver: 387.92
This package is an unofficial port of ManagedCUDA to .NET Standard 2.0 and was tested
on Linux and Windows (x64).
This package contains components that are property of Nvidia Corporation and redistributed
according to the "CUDA Supplement to Software License Agreement" of the
"NVIDIA Software License Agreement". See the package license for details.
|
|
ManagedCuda-NVRTC.NETStandard
managedCuda-wrapper for NVRTC, only for x64-platform.
CUDA Toolkit: 9.1.85.3
Minimum NVIDIA GPU driver: 387.92
This package is an unofficial port of ManagedCUDA to .NET Standard 2.0 and was tested
on Linux and Windows (x64).
This package contains components that are property of Nvidia Corporation and redistributed
according to the "CUDA Supplement to Software License Agreement" of the
"NVIDIA Software License Agreement". See the package license for details.
|
|
ManagedCuda-Nvml.NETStandard
managedCuda-wrapper for Nvml, only for x64-platform.
CUDA Toolkit: 9.1.85.3
Minimum NVIDIA GPU driver: 387.92
This package is an unofficial port of ManagedCUDA to .NET Standard 2.0 and was tested
on Linux and Windows (x64).
This package contains components that are property of Nvidia Corporation and redistributed
according to the "CUDA Supplement to Software License Agreement" of the
"NVIDIA Software License Agreement". See the package license for details.
|
|
ManagedCuda-CURAND.NETStandard
managedCuda-wrapper for CURAND, only for x64-platform.
CUDA Toolkit: 9.1.85.3
Minimum NVIDIA GPU driver: 387.92
This package is an unofficial port of ManagedCUDA to .NET Standard 2.0 and was tested
on Linux and Windows (x64).
This package contains components that are property of Nvidia Corporation and redistributed
according to the "CUDA Supplement to Software License Agreement" of the
"NVIDIA Software License Agreement". See the package license for details.
|
GitHub repositories (1)
Showing the top 1 popular GitHub repositories that depend on ManagedCuda.NETStandard:
Repository | Stars |
---|---|
mozkomor/GrinGoldMiner
Grin open-source miner
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Version History
Version | Downloads | Last updated |
---|---|---|
9.1.300 | 58,387 | 5/5/2018 |
9.1.3-preview1 | 656 | 5/4/2018 |
9.1.1-preview4 | 649 | 5/4/2018 |
9.1.1-preview3 | 721 | 5/3/2018 |
9.1.1-preview2 | 651 | 5/3/2018 |
9.1.1-preview1 | 507 | 5/3/2018 |