rocm

There are 8 repositories under rocm topic.

vllm-project / vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
gpt llm pytorch llmops mlops model-serving transformer llm-serving inference llama amd rocm cuda inferentia trainium
Language:Python 17985
apache / tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
compiler tensor deep-learning gpu opencl metal performance javascript rocm tvm vulkan spirv machine-learning
Language:Python 11153
cupy / cupy
NumPy & SciPy for GPU
cuda cudnn cublas cusolver nccl python numpy cupy curand cusparse gpu cutensor scipy nvtx nvrtc tensor cusparselt rocm
Language:Python 7760
dmlc / nnvm
computation-graph deep-learning optimization deployment nnvm tvm cuda opencl rocm metal
Language:C++ 1655
deepmd-kit
deepmodeling / deepmd-kit
A deep learning package for many-body potential energy representation and molecular dynamics
deep-learning molecular-dynamics deepmd lammps potential-energy python tensorflow cpp cuda rocm ipi ase computational-chemistry materials-science c nodejs pytorch
Language:C++ 1358
stdgpu
stotko / stdgpu
stdgpu: Efficient STL-like Data Structures on the GPU
gpu gpu-computing gpu-acceleration gpgpu data-structures stl stl-like stl-containers cpp cpp17 cpp20 modern-cpp cuda openmp rocm hip
Language:C++ 1082
PygmalionAI / aphrodite-engine
PygmalionAI's large-scale inference engine
api-rest inference-engine machine-learning avx512 cuda inferentia rocm
Language:Python 508
ROCm / ROCm-docker
Dockerfiles for the various software layers defined in the ROCm software platform
rocm docker
Language:Shell 393
alpaka-group / alpaka
Abstraction Library for Parallel Kernel Acceleration :llama:
cuda hpc gpu rocm hip openmp openacc heterogeneous-parallel-programming cpp header-only tbb cpp17
Language:C++ 321
agenium-scale / nsimd
Agenium Scale vectorization library for CPUs and GPUs
simd simd-programming sse2 sse42 avx avx2 avx512 neon neon128 aarch64 sve vectorization-library simd-instructions cuda rocm cpp20 cpp20-library hpc simd-library
Language:C 315
ROCm / rocBLAS
Next generation BLAS implementation for ROCm platform
blas rocm hip
Language:C++ 315
JuliaGPU / AMDGPU.jl
AMD GPU (ROCm) programming in Julia
julia rocm amdgpu
Language:Julia 264
ROCm / k8s-device-plugin
Kubernetes (k8s) device plugin to enable registration of AMD GPU to a container cluster
kubernetes kubernetes-device-plugins k8s rocm
Language:Go 223
ROCm / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch rocm
Language:Python 214
LLNL / hiop
HPC solver for nonlinear optimization problems
hpc nonlinear-optimization nonlinear-programming nonlinear-programming-algorithms interior-point-method parallel-programming mpi bfgs quasi-newton constrained-optimization solver optimization acopf gpu-support cuda math-physics radiuss interior-point-optimizer nonsmooth-optimization rocm
Language:C++ 205
MIVisionX
ROCm / MIVisionX
MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions.
computer-vision openvx neural-network opencl rocm inference inference-engine onnx nnef winml windows-machine-learning openvx-neural-network machine-learning ryzen virtual-reality amd-opencl amd-openvx openvx-extensions khronos-openvx amd-opencv
Language:C++ 179
ROCm / aomp
AOMP is an open source Clang/LLVM based compiler with added support for the OpenMP® API on Radeon™ GPUs. Use this repository for releases, issues, documentation, packaging, and examples.
amd llvm clang openmp rocm
Language:Fortran 178
COSMA
eth-cscs / COSMA
Distributed Communication-Optimal Matrix-Matrix Multiplication Algorithm
matrix-multiplication mpi linear-algebra gpu-acceleration cuda communication-optimal rocm pdgemm scalapack matmul
Language:C++ 177
ROCm / gpufort
GPUFORT: S2S translation tool for CUDA Fortran and Fortran+X in the spirit of hipify
gpgpu gpu cuda rocm hip fortran cuda-fortran openacc openmp interoperability
Language:Fortran 159
GPUOpen-ProfessionalCompute-Libraries / amdovx-core
AMD OpenVX Core -- a sub-module of amdovx-modules:
openvx radeon-instinct-mi-series radeon-vega-series rocm radeon-open-compute amd-openvx opencl khronos-openvx amdgpu cpu linux vx-loomsl
Language:C++ 148
ROCm / rocFFT
Next generation FFT implementation for ROCm
fft rocm hip amd fast fourier gpu transform
Language:C++ 145
ROCm / rocPRIM
ROCm Parallel Primitives
parallel primitive hip rocm cuda amd gpu
Language:C++ 143
virchau13 / automatic1111-webui-nix
AUTOMATIC1111/stable-diffusion-webui for CUDA and ROCm on NixOS
nix nixos stable-diffusion stable-diffusion-webui cuda rocm
Language:Nix 123
SIRIUS
electronic-structure / SIRIUS
Domain specific library for electronic structure calculations
density-functional-theory electronic-structure-calculations pseudopotential full-potential planewave lapw gpu cuda rocm mpi
Language:C++ 113
l1na-forever / stable-diffusion-rocm-docker
Stable Diffusion Docker image preconfigured for usage with AMD Radeon cards
docker rocm stable-diffusion ati radeon amd amdgpu automatic1111 docker-image
Language:Dockerfile 113
GPUOpen-ProfessionalCompute-Libraries / amdovx-modules
AMD OpenVX modules: such as, neural network inference, 360 video stitching, etc.
openvx neural-network-inference onnx video-stitching radeon-instinct-mi-series radeon-vega-series rocm radeon-open-compute
Language:C++ 109
ROCm / rocRAND
RAND library for HIP programming language
rocm hip random rng cuda gpu
Language:C++ 99
ROCm / hipBLAS
ROCm BLAS marshalling library
blas cuda rocm hip
Language:C++ 97
Grench6 / RX580-rocM-tensorflow-ubuntu20.4-guide
Install guide of ROCm and Tensorflow on Ubuntu for the RX580
rocm tensorflow-rocm
95
sukhmeetbawa / OpenCL-AMD-Fedora
AMD OpenCL userspace drivers for Fedora. Currently not working for fedora 37
fedora-workstation opencl amd rocm linux
Language:Shell 91
ROCm / rocSOLVER
Next generation LAPACK implementation for ROCm platform
lapack linear-algebra rocm
Language:C++ 85
GPUOpen-Tools / radeon_compute_profiler
The Radeon Compute Profiler (RCP) is a performance analysis tool that gathers data from the API run-time and GPU for OpenCL™ and ROCm/HSA applications. This information can be used by developers to discover bottlenecks in the application and to find ways to optimize the application's performance.
opencl rocm profiler
Language:C++ 82
codingonion / awesome-cuda-tensorrt-fpga
🔥🔥🔥 A collection of some awesome public NVIDIA CUDA, cuBLAS, cuDNN, TensorRT, AMD ROCm and FPGA projects.
fpga hdl yolo yolov5 cuda rocm gemm cublas cudnn tensorrt awesome rust llm sora gpu nvidia yolov8 large-language-models mojo cpp
78
EmbeddedLLM / vllm-rocm
vLLM: A high-throughput and memory-efficient inference and serving engine for LLMs
amdgpu gpt inference llm llm-inference model-serving pytorch rocm transformer
Language:Python 71
pennylane-lightning
PennyLaneAI / pennylane-lightning
The PennyLane-Lightning plugin provides a fast state-vector simulator written in C++ for use with PennyLane
hpc parallel quantum-computing cuda distributed-computing gpu mpi openmp quantum-machine-learning rocm
Language:C++ 70
ROCm / hipfort
Fortran interfaces for ROCm libraries
fortran gpu rocm hip cuda gpgpu blas sparse fft random solver interoperability
Language:Fortran 64

rocm

vllm-project / vllm

apache / tvm

cupy / cupy

dmlc / nnvm

deepmodeling / deepmd-kit

stotko / stdgpu

PygmalionAI / aphrodite-engine

ROCm / ROCm-docker

alpaka-group / alpaka

agenium-scale / nsimd

ROCm / rocBLAS

JuliaGPU / AMDGPU.jl

ROCm / k8s-device-plugin

ROCm / pytorch

LLNL / hiop

ROCm / MIVisionX

ROCm / aomp

eth-cscs / COSMA

ROCm / gpufort

GPUOpen-ProfessionalCompute-Libraries / amdovx-core

ROCm / rocFFT

ROCm / rocPRIM

virchau13 / automatic1111-webui-nix

electronic-structure / SIRIUS

l1na-forever / stable-diffusion-rocm-docker

GPUOpen-ProfessionalCompute-Libraries / amdovx-modules

ROCm / rocRAND

ROCm / hipBLAS

Grench6 / RX580-rocM-tensorflow-ubuntu20.4-guide

sukhmeetbawa / OpenCL-AMD-Fedora

ROCm / rocSOLVER

GPUOpen-Tools / radeon_compute_profiler

codingonion / awesome-cuda-tensorrt-fpga

EmbeddedLLM / vllm-rocm

PennyLaneAI / pennylane-lightning

ROCm / hipfort