Python Rocm

Open-source Python projects categorized as Rocm
Edit details
Topics: Cuda GPU Tensor Pytorch Machine Learning
Free Django app performance insights with Scout Monitoring
Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
www.scoutapm.com
featured

Top 5 Python Rocm 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: Mojo: Ownership and lifetime checks deep dive with Chris Lattner [video] | news.ycombinator.com | 2024-05-13

    I think I would agree with you. In my opinion, that already exists and is decently mature. CuPy [0] for Python and CUDA.jl [1] for Julia are both excellent ways to interface with GPU that don't require you to get into the nitty gritty of CUDA. Both do their best to keep you at the Array-level abstraction until you actually need to start writing kernels yourself and even then, it's pretty simple. They took a complete GPU novice like me and let me to write pretty performant kernels without having to ever touch raw CUDA.

    [0] https://cupy.dev/

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

    Scout Monitoring logo

  • 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:

  • 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

  • hat

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

  • 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.

    InfluxDB logo
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).

Python Rocm related posts

Index

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

Project Stars
1 tvm 11,296
2 cupy 7,862
3 pytorch 216
4 vllm-rocm 78
5 hat 6

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com