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cuda-kernels

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NVIDIA /cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

cuda cuda-kernels cuda-driver-api cuda-opengl

UpdatedMar 12, 2025
C

InternLM /lmdeploy

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

llama cuda-kernels deepspeed llm fastertransformer llm-inference turbomind internlm llama2 codellama llama3

UpdatedMar 18, 2025
Python

Rust-GPU /Rust-CUDA

Ecosystem of libraries and tools for writing and executing fast GPU code fully in Rust.

rust gpu cuda rust-lang gpgpu cuda-kernels gpu-programming cuda-programming

UpdatedMar 18, 2025
Rust

CUDA-Learn-Notes

DefTruth /CUDA-Learn-Notes

📚200+ Tensor/CUDA Cores Kernels, ⚡️flash-attn-mma, ⚡️hgemm with WMMA, MMA and CuTe (98%~100% TFLOPS of cuBLAS/FA2 🎉🎉).

cuda cuda-kernels cutlass cudnn cuda-toolkit gemm cuda-programming gemv hgemm flash-attention flash-mla

UpdatedMar 16, 2025
Cuda

coreylowman /dfdx

Deep learning in Rust, with shape checked tensors and neural networks

rust machine-learning deep-neural-networks deep-learning neural-network gpu cuda autograd rust-lang gpu-acceleration cuda-kernels tensor gpu-computing backpropagation cudnn cuda-toolkit cuda-support autodiff autodifferentiation

UpdatedJul 23, 2024
Rust

NVIDIA /cccl

CUDA Core Compute Libraries

cpp hpc gpu modern-cpp parallel-computing cuda nvidia gpu-acceleration cuda-kernels gpu-computing parallel-algorithm parallel-programming nvidia-gpu gpu-programming cuda-library cpp-programming cuda-programming accelerated-computing cuda-cpp

UpdatedMar 18, 2025
C++

coreylowman /cudarc

Safe rust wrapper around CUDA toolkit

rust gpu cuda cublas gpu-acceleration cuda-kernels cudnn cuda-toolkit nccl curand cuda-programming nvrtc

UpdatedMar 12, 2025
Rust

NVIDIA /nvbench

CUDA Kernel Benchmarking Library

benchmark performance gpu cuda nvidia cuda-kernels kernel-benchmark

UpdatedMar 12, 2025
Cuda

harrism /hemi

Simple utilities to enable code reuse and portability between CUDA C/C++ and standard C/C++.

c-plus-plus gpu cuda cuda-kernels cuda-device hemi

UpdatedApr 14, 2022
C++

kernel_tuner

KernelTuner /kernel_tuner

Kernel Tuner

python c testing machine-learning cplusplus gpu optimization opencl cuda autotuning software-development opencl-kernels kernel-tuner cuda-kernels gpu-computing auto-tuning

UpdatedMar 18, 2025
Python

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 gpu-programming cuda-programming

UpdatedJun 24, 2022
C++

HMUNACHI /cuda-repo

From zero to hero CUDA for accelerating maths and machine learning on GPU.

machine-learning cuda cuda-kernels maths cuda-programming

UpdatedJul 23, 2024
Cuda

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.

compiler opencl simd gpgpu opencl-kernels cuda-kernels gpgpu-computing gpgpu-sim

UpdatedDec 8, 2022
C#

PatWie /cuda-design-patterns

Some CUDA design patterns and a bit of template magic for CUDA

gpu cuda bazel cpp11 template-metaprogramming cuda-kernels cuda-device cuda-development cuda-utils

UpdatedJun 3, 2023
C++

tudelft /cuSNN

Spiking Neural Networks in C++ with strong GPU acceleration through CUDA

neural-network cuda spiking-neural-networks cuda-kernels

UpdatedJul 3, 2020
Cuda

Accera

microsoft /Accera

Open source cross-platform compiler for compute-intensive loops used in AI algorithms, from Microsoft Research

research cross-platform compiler python-library machine-learning-algorithms gpu-acceleration cross-compiler cuda-kernels tuning-parameters optimization-framework cpu-scheduling loop-unrolling loop-fusion loop-scheduling rocm-kernel

UpdatedOct 10, 2023
C++

eyalroz /cuda-kat

CUDA kernel author's tools

patterns algorithms gpu constexpr modern-cpp cuda printf cpp11 utility-library cuda-kernels gpu-programming cuda-library elegant-coding cuda-programming utility-functions printf-functions

UpdatedApr 24, 2022
Cuda

alexzhang13 /flashattention2-custom-mask

Triton implementation of FlashAttention2 that adds Custom Masks.

deep-learning triton attention cuda-kernels attention-mechanism triton-lang flash-attention flash-attention-2

UpdatedAug 14, 2024
Python

wangsiping97 /FastGEMV

High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.

machine-learning optimization cuda cuda-kernels

UpdatedJul 13, 2024
Cuda

yalue /cuda_scheduling_examiner_mirror

A tool for examining GPU scheduling behavior.

benchmark gpu cuda mandelbrot cuda-kernels gpu-scheduling

UpdatedAug 17, 2024
Cuda

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