cuda-kernels

There are 14 repositories under cuda-kernels topic.

NVIDIA / cuda-samples
Samples for CUDA Developers which demonstrates features in CUDA Toolkit
cuda cuda-driver-api cuda-kernels cuda-opengl
Language:C 5389
InternLM / lmdeploy
LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
cuda-kernels deepspeed fastertransformer llm-inference turbomind internlm llama llm codellama llama2 llama3
Language:Python 2482
coreylowman / dfdx
Deep learning in Rust, with shape checked tensors and neural networks
rust autograd autodiff machine-learning neural-network autodifferentiation rust-lang backpropagation tensor deep-learning deep-neural-networks cuda cuda-kernels cuda-support cuda-toolkit gpu gpu-acceleration gpu-computing cudnn
Language:Rust 1618
NVIDIA / cccl
CUDA C++ Core Libraries
accelerated-computing cpp cpp-programming cuda cuda-cpp cuda-kernels cuda-library cuda-programming gpu gpu-acceleration gpu-computing gpu-programming hpc modern-cpp nvidia nvidia-gpu parallel-algorithm parallel-computing parallel-programming
Language:C++ 815
DefTruth / CUDA-Learn-Notes
🎉CUDA 笔记 / 大模型手撕CUDA / C++笔记，更新随缘: flash_attn、sgemm、sgemv、warp reduce、block reduce、dot product、elementwise、softmax、layernorm、rmsnorm、hist etc.
cuda cuda-kernels cuda-programming elementwise flash-attention flash-attention-2 gemm gemv layernorm rmsnorm softmax block-reduce warp-reduce
Language:Cuda 551
NVIDIA / nvbench
CUDA Kernel Benchmarking Library
benchmark kernel-benchmark cuda-kernels cuda performance nvidia gpu
Language:Cuda 420
coreylowman / cudarc
Safe rust wrapper around CUDA toolkit
cuda cuda-programming cuda-toolkit gpu gpu-acceleration rust cublas curand cuda-kernels nvrtc
Language:Rust 416
harrism / hemi
Simple utilities to enable code reuse and portability between CUDA C/C++ and standard C/C++.
c-plus-plus cuda cuda-device cuda-kernels gpu hemi
Language:C++ 336
kernel_tuner
KernelTuner / kernel_tuner
Kernel Tuner
opencl-kernels kernel-tuner cuda-kernels python gpu cuda opencl c cplusplus autotuning auto-tuning gpu-computing testing software-development optimization machine-learning
Language:Python 247
jaredhoberock / stanford-cs193g-sp2010
This is an archive of materials produced for an introductory class on CUDA programming at Stanford University in 2010
cuda cuda-kernels cuda-programming gpu-programming
Language:C++ 183
deepakkumar1984 / Amplifier.NET
Amplifier allows .NET developers to easily run complex applications with intensive mathematical computation on Intel CPU/GPU, NVIDIA, AMD without writing any additional C kernel code. Write your function in .NET and Amplifier will take care of running it on your favorite hardware.
opencl cuda-kernels opencl-kernels compiler gpgpu gpgpu-computing gpgpu-sim simd
Language:C# 166
PatWie / cuda-design-patterns
Some CUDA design patterns and a bit of template magic for CUDA
bazel cpp11 cuda cuda-development cuda-device cuda-kernels cuda-utils gpu template-metaprogramming
Language:C++ 142
tudelft / cuSNN
Spiking Neural Networks in C++ with strong GPU acceleration through CUDA
cuda cuda-kernels neural-network spiking-neural-networks
Language:Cuda 115
eyalroz / cuda-kat
CUDA kernel author's tools
cuda cuda-kernels utility-library utility-functions cpp11 constexpr algorithms patterns modern-cpp gpu-programming gpu elegant-coding cuda-library cuda-programming printf printf-functions
Language:Cuda 101
Accera
microsoft / Accera
Open source cross-platform compiler for compute-intensive loops used in AI algorithms, from Microsoft Research
cross-platform loop-fusion loop-unrolling python-library optimization-framework research machine-learning-algorithms gpu-acceleration cpu-scheduling tuning-parameters cross-compiler loop-scheduling compiler rocm-kernel cuda-kernels
Language:C++ 85
yalue / cuda_scheduling_examiner_mirror
A tool for examining GPU scheduling behavior.
benchmark cuda cuda-kernels gpu-scheduling gpu mandelbrot
Language:Cuda 62
wangsiping97 / FastGEMV
High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.
cuda cuda-kernels machine-learning optimization
Language:Cuda 60
bgin / Radar-ElectroOptical-Simulation
(REOS) Radar and Electro-Optical Simulation Framework written in C++.
amd-gpu atmosphere-model avx avx2 avx512 control-theory cuda-kernels fortran90 gpu-acceleration high-performance-computing infrared-sensors modelling radar radar-signal-processing radiative-transfer simd-instructions simulation vectorization
Language:C++ 51
CUDA-Guide
mikeroyal / CUDA-Guide
CUDA Guide
cuda gpu deep-learning machine-learning cuda-toolkit cuda-programming awesome awesome-list awesome-readme cuda-kernels cuda-library cuda-opengl cuda-support gpgpu-computing graphics-programming cuda-development cuda-driver gpgpu resources
Language:Cuda 47
STEllAR-GROUP / octotiger
Astrophysics program simulating the evolution of star systems based on the fast multipole method on adaptive Octrees
astrophysics hpx cuda-kernels cuda stellar-mergers kokkos simd sycl
Language:C++ 47
p-sto / ConjugateGradients
Implementation of ConjugateGradients method using C and Nvidia CUDA
conjugate-gradient nvidia-cuda numerical-methods gpgpu cuda-kernels numpy linear-equations mkl-pardiso c
Language:Python 46
bgin / Radar_ElectroOptical_Simulation
(REOS) Radar and ElectroOptical Simulation Framework written in Fortran.
amdgpu avx avx-512 avx2 c99 control-systems cuda-kernels fortran90 gpu-acceleration high-performance-computing infrared-sensors modeling openmp radar radiative-transfer simd simulation vectorization
Language:Fortran 45
evlasblom / cuda-opencv-examples
Using custom CUDA kernels with Open CV Mat objects.
cuda cuda-kernels opencv
Language:Cuda 36
emptysoal / cuda-image-preprocess
Speed up image preprocess with cuda when handle image or tensorrt inference
cnn cuda-programming deep-learning image-processing tensorrt cuda cuda-demo cuda-kernels
Language:Cuda 32
CUDA-PCA-jacobi
arneish / CUDA-PCA-jacobi
CUDA C implementation of Principal Component Analysis (PCA) through Singular Value Decomposition (SVD) using a highly parallelisable version of the Jacobi eigenvalue algorithm.
cuda cuda-kernels pca-analysis principal-component-analysis svd gpu parallel-programming c jacobi-eigenvalues hpc gpu-computing
Language:Cuda 26
conradsnicta / bandicoot-code
Bandicoot: C++ library for GPU linear algebra & scientific computing - https://coot.sourceforge.io
c-plus-plus opencl gpu opencl-kernels matrix-functions matrix-library armadillo linear-algebra linear-algebra-library scientific-computing machine-learning clblas cublas cuda cuda-kernels cusolver gpu-accelerated-library gpu-acceleration gpu-computing
24
rnowotniak / qopt
Quantum-inspired evolutionary algorithms for Optimization problems
algorithms cuda cuda-kernels python optimization-algorithms evolutionary-algorithms genetic-algorithm quantum-computing quantum-inspired-genetic-algorithm c cpp cython numerical-optimization
Language:C++ 24
yoyoberenguer / PygameShader
2D Game texture special effects
pygame shaders special-effects effects 2d 2d-graphics image-processing cuda cuda-kernels cupy gpu graphics openmp game game-2d game-development game-library indiegame
Language:Cython 23
StiffMa
fjramireg / StiffMa
StiffMa: Fast finite element STIFFness MAtrix generation in MATLAB by using GPU computing.
matlab gpu-computing gpu-acceleration finite-element-methods finite-element-analysis stiffness pde-solver nvidia-cuda cuda-kernels cuda-programming parallel-computing parallel-computing-toolbox
Language:MATLAB 22
henryfriedlander / CUDA-LBM-simulator
This is a Lattice-Boltzmann simulation using CUDA GPU graphics optimization.
cuda cuda-kernels opengl visual-studio lattice-boltzmann computational-fluid-dynamics
Language:Cuda 21
HuangCongQing / cuda-learning
cuda编程学习入门
cuda cuda-kernels cuda-programming
Language:Cuda 20
gpu-toolkit
tensorush / gpu-toolkit
🦚 🧰 Collection of basic GPU algorithms implemented in CUDA C++.
gpu gpu-computing cuda cuda-programming cuda-toolkit cuda-algorithms cuda-kernels matrix-calculations algorithms path-tracing awesome gpu-programming nvidia nvidia-cuda nvidia-gpu parallel-computing parallel-programming cpp-toolkit
Language:Cuda 18
oKatanaaa / CudaCythonSamples
This repository contains examples CUDA usage in Cython code.
cuda cuda-kernels cython cython-wrapper python python-extension windows
Language:Python 16
aredden / torch-bnb-fp4
Faster Pytorch bitsandbytes 4bit fp4 nn.Linear ops
cuda-kernels python pytorch pytorch-extension quantization
Language:Python 15
dehancer / dehancer-gpulib-cpp
C++ cross-platform gpu SDK
apple cpp cpplibrary cuda cuda-kernels linux macos metal metal-shader opencl opencl-kernels windows
Language:C++ 15
rosevoul / nlm-image-denoising
Non Local Means Filter for Image Denoising in CUDA
cuda-kernels matlab image-denoising non-local-means parallel-programming
Language:MATLAB 15

cuda-kernels

NVIDIA / cuda-samples

InternLM / lmdeploy

coreylowman / dfdx

NVIDIA / cccl

DefTruth / CUDA-Learn-Notes

NVIDIA / nvbench

coreylowman / cudarc

harrism / hemi

KernelTuner / kernel_tuner

jaredhoberock / stanford-cs193g-sp2010

deepakkumar1984 / Amplifier.NET

PatWie / cuda-design-patterns

tudelft / cuSNN

eyalroz / cuda-kat

microsoft / Accera

yalue / cuda_scheduling_examiner_mirror

wangsiping97 / FastGEMV

bgin / Radar-ElectroOptical-Simulation

mikeroyal / CUDA-Guide

STEllAR-GROUP / octotiger

p-sto / ConjugateGradients

bgin / Radar_ElectroOptical_Simulation

evlasblom / cuda-opencv-examples

emptysoal / cuda-image-preprocess

arneish / CUDA-PCA-jacobi

conradsnicta / bandicoot-code

rnowotniak / qopt

yoyoberenguer / PygameShader

fjramireg / StiffMa

henryfriedlander / CUDA-LBM-simulator

HuangCongQing / cuda-learning

tensorush / gpu-toolkit

oKatanaaa / CudaCythonSamples

aredden / torch-bnb-fp4

dehancer / dehancer-gpulib-cpp

rosevoul / nlm-image-denoising