JuliaGPU/GPUBenchmarks.jl

This repository has been archived on 26/Apr/2024
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JuliaGPU/GPUBenchmarks.jl

JuliaGPU

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Benchmarking Julia's GPUArray packages

CUDA.jl

CUDA programming in Julia.

CUDAnative.jl

Julia support for native CUDA programming

KernelAbstractions.jl

Heterogeneous programming in Julia

Metal.jl

Metal programming in Julia

GPUArrays.jl

Reusable array functionality for Julia's various GPU backends.

CuArrays.jl

A Curious Cumulation of CUDA Cuisine

AMDGPU.jl

AMD GPU (ROCm) programming in Julia

OpenCL.jl

OpenCL Julia bindings

XLA.jl

ArrayFire.jl

Julia wrapper for the ArrayFire library

oneAPI.jl

Julia support for the oneAPI programming toolkit.

GPUCompiler.jl

Reusable compiler infrastructure for Julia GPU backends.

Vulkan.jl

Using Vulkan from Julia

Adapt.jl

GemmKernels.jl

Flexible and performant GEMM kernels in Julia

VulkanCore.jl

Julia bindings for the Vulkan API

CUDAdrv.jl

A Julia wrapper for the CUDA driver API.

CLArrays.jl

OpenCL-backed GPU Arrays

AMDGPUnative.jl

Julia interface to AMD/Radeon GPUs

DaggerGPU.jl

GPU integrations for Dagger.jl

NVTX.jl

Julia bindings for NVTX, for instrumenting with the Nvidia Nsight Systems profiler

gitlab-ci

Resources related to the JuliaGPU GitLab CI.

NCCL.jl

A Julia wrapper for the NVIDIA Collective Communications Library.

juliagpu.org

The JuliaGPU landing page.

CLBLAS.jl

CLBLAS integration for Julia

docker

Docker recipes for Julia builds with JuliaGPU packages.

buildkite

ROCArrays.jl

Parallel on the ROCks

julia-ngc

CLFFT.jl

Julia bindings for AMD's clFFT library

CUDAapi.jl

Reusable components for CUDA API development.

HSARuntime.jl

Julia interface to the HSA runtime, for supporting AMD GPUs

Learning

Learning materials for GPU programming in Julia.

Jupyter Notebook

CLBlast.jl

Julia wrapper of CLBlast, a "tuned OpenCL BLAS library".

CUDAnativelib.jl

AMGX.jl

HSA.jl

Julia Bindings for the HSA Runtime

BinomialGPU.jl

A Julia package for sampling binomial random variates on an nVidia GPU

GPUShowcases.jl

Indepth examples and show cases for GPUArrays

CUDABuilder

SPIRV.jl

SPIRV codegen for Julia

meta

Place for discussing general Julia GPGPU related topics

ROCTX.jl

Julia bindings for ROC-TX

NVVM.jl

Julia interface to the NVIDIA NVVM compiler library.

CUDA_Driver.jl

ROCmDeviceLibsDownloader

A BB "builder" repository for ROCm-Device-Libs bitcode