Code Monkey home page Code Monkey logo

pytorch's Introduction

Docker Build

AI-Dock + PyTorch

Run python in a cloud-first AI-Dock container with PyTorch pre-installed.

This image provides a great starting point for python development when used standalone but its also a solid foundation for extending upon.

Documentation

All AI-Dock containers share a common base which is designed to make running on cloud services such as vast.ai and runpod.io as straightforward and user friendly as possible.

Common features and options are documented in the base wiki but any additional features unique to this image will be detailed below.

Version Tags

The :latest tag points to :latest-cuda

Tags follow these patterns:

CUDA
  • :[pytorch-version]-py[python-version]-v2-cuda-[x.x.x]-base-[ubuntu-version]

  • :latest-cuda:2.3.1-py3.10-v2-cuda-11.8.0-base-22.04

ROCm
  • :[pytorch-version]-py[python-version]-v2-rocm-[x.x.x]-runtime-[ubuntu-version]

  • :latest-rocm:2.3.1-py3.10-v2-rocm-6.0-runtime-22.04

CPU
  • :[pytorch-version]-py[python-version]-v2-cpu-[ubuntu-version]

  • :latest-cpu:2.3.1-py3.10-v2-cpu-22.04

Browse here for an image suitable for your target environment.

Supported Python versions: 3.12, 3.11, 3.10

Supported Pytorch versions: 2.3.1 2.2.1

Supported Platforms: NVIDIA CUDA, AMD ROCm, CPU

Pre-Configured Templates

Vast.​ai

pytorch:latest-cuda (CUDA)

pytorch:latest-rocm (ROCm)

Runpod.​io

pytorch:latest

Note

These templates are configured to use the :latest tag but you are free to change to any of the available Pytorch CUDA tags listed here


The author (@robballantyne) may be compensated if you sign up to services linked in this document. Testing multiple variants of GPU images in many different environments is both costly and time-consuming; This along with sponsorships helps to offset costs and further the development of the project

pytorch's People

Contributors

robballantyne avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.