Rocm

Open-source projects categorized as Rocm
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Language: + C++ + Python + Fortran + Shell + C + Julia + Go + Nix + Dockerfile
Topics: Cuda GPU Hip Amd Openmp
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Top 23 Rocm Open-Source Projects

  • tvm

    Open deep learning compiler stack for cpu, gpu and specialized accelerators

    • Project mention: Show HN: I built a free in-browser Llama 3 chatbot powered by WebGPU | news.ycombinator.com | 2024-05-03

    Yes. Web-llm is a wrapper of tvmjs: https://github.com/apache/tvm

    Just wrappers all the way down

  • cupy

    NumPy & SciPy for GPU

    • Project mention: CuPy: NumPy and SciPy for GPU | news.ycombinator.com | 2023-11-28

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • stdgpu

    stdgpu: Efficient STL-like Data Structures on the GPU

  • ROCm-docker

    Dockerfiles for the various software layers defined in the ROCm software platform

    • Project mention: AMD Funded a Drop-In CUDA Implementation Built on ROCm: It's Open-Source | news.ycombinator.com | 2024-02-12

    https://rocm.docs.amd.com/projects/install-on-linux/en/lates... links to ROCm/ROCm-docker: https://github.com/ROCm/ROCm-docker which is the source of docker.io/rocm/rocm-terminal: https://hub.docker.com/r/rocm/rocm-terminal :

      docker run -it --device=/dev/kfd --device=/dev/dri --group-add video rocm/rocm-terminal

  • alpaka

    Abstraction Library for Parallel Kernel Acceleration :llama: (by alpaka-group)

  • rocBLAS

    Next generation BLAS implementation for ROCm platform

    • Project mention: A 100x speedup with unsafe Python | news.ycombinator.com | 2024-05-06

    But aren't those libraries widely used, and have a substantial amount of Fortran:

    - https://github.com/ROCm/rocBLAS

  • nsimd

    Agenium Scale vectorization library for CPUs and GPUs

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  • AMDGPU.jl

    AMD GPU (ROCm) programming in Julia

  • k8s-device-plugin

    Kubernetes (k8s) device plugin to enable registration of AMD GPU to a container cluster (by ROCm)

  • pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration (by ROCm)

    • Project mention: AMD Funded a Drop-In CUDA Implementation Built on ROCm: It's Open-Source | news.ycombinator.com | 2024-02-12

    https://github.com/ROCm/pytorch/blob/main/Dockerfile

    The ublue-os (and so also bazzite) OCI host image Containerfile has Sunshine installed; which is a 4k HDR 120fps remote desktop solution for gaming.

    ublue-os/config//Containerfile:

  • 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.

  • gpufort

    GPUFORT: S2S translation tool for CUDA Fortran and Fortran+X in the spirit of hipify

  • rocFFT

    Next generation FFT implementation for ROCm

  • rocPRIM

    ROCm Parallel Primitives

  • automatic1111-webui-nix

    AUTOMATIC1111/stable-diffusion-webui for CUDA and ROCm on NixOS

  • stable-diffusion-rocm-docker

    Stable Diffusion Docker image preconfigured for usage with AMD Radeon cards

    • Project mention: Full AMD Linux Laptop (Radeon 7600M XT GPU, Ryzen CPU): Tuxedo Sirius 16 Review | news.ycombinator.com | 2024-03-09

    Let me check my Portainer. Here is a pretty out-of-the-box ready to run container that provides a web interface:

    https://github.com/l1na-forever/stable-diffusion-rocm-docker

    You may have to do a few slight things to give the docker container access to your GPU. On Fedora Linux I have these packages installed related to ROCm:

        $ dnf list --installed | grep -i rocm

  • hipBLAS

    ROCm BLAS marshalling library

    • Project mention: A 100x speedup with unsafe Python | news.ycombinator.com | 2024-05-06

  • RX580-rocM-tensorflow-ubuntu20.4-guide

    Install guide of ROCm and Tensorflow on Ubuntu for the RX580

    • Project mention: Installation of tensorflow on ubuntu 20.04 with amd radeon r9 270 as my GPU | /r/tensorflow | 2023-06-09

    https://github.com/Grench6/RX580-rocM-tensorflow-ubuntu20.4-guide I think this might work but I'm getting error messages

  • vllm-rocm

    vLLM: A high-throughput and memory-efficient inference and serving engine for LLMs

    • Project mention: Experimental Mixtral MoE on vLLM! | /r/LocalLLaMA | 2023-12-10

  • hipfort

    Fortran interfaces for ROCm libraries

  • gtensor

    GTensor is a multi-dimensional array C++14 header-only library for hybrid GPU development.

  • hat

    TOML-annotated C header file format for packaging binary files, from Microsoft Research (by microsoft)

  • AiDungeon2-Docker-ROCm

    Runs an AIDungeon2 fork in Docker on AMD ROCm hardware.

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Rocm related posts

Index

What are some of the best open-source Rocm projects? This list will help you:

Project Stars
1 tvm 11,216
2 cupy 7,800
3 stdgpu 1,086
4 ROCm-docker 392
5 alpaka 325
6 rocBLAS 319
7 nsimd 315
8 AMDGPU.jl 264
9 k8s-device-plugin 230
10 pytorch 214
11 aomp 182
12 gpufort 157
13 rocFFT 148
14 rocPRIM 144
15 automatic1111-webui-nix 124
16 stable-diffusion-rocm-docker 115
17 hipBLAS 100
18 RX580-rocM-tensorflow-ubuntu20.4-guide 95
19 vllm-rocm 76
20 hipfort 65
21 gtensor 33
22 hat 6
23 AiDungeon2-Docker-ROCm 2

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