DLENV : DeepLearning ENVironment.

This is environment of deep learning & machin learning.

Base-Support Software : pytorch / cuda / ubuntu20.04.
This image can run torchvision & opencv.

You can see these images on DockerHub : https://hub.docker.com/r/m4ml/dlenv

Basic Images.

Instruction : Basic.md.

Latest Images.

These images provide basic deep learning frameworks.

based on nvidia/cuda:12.1.1-cudnn8-devel

cu121-py38-u20
cuda: 12.1.1 / pytorch: cu121 / python3.8.17 / ubuntu20.04

cu121-py39-u20
cuda: 12.1.1 / pytorch: cu121 / python3.9.18 / ubuntu20.04

cu121-py310-u20
cuda: 12.1.1 / pytorch: cu121 / python3.10.13 / ubuntu20.04

cu121-py311-u20
cuda: 12.1.1 / pytorch: cu121 / python3.11.7 / ubuntu20.04

based on nvidia/cuda:11.8.0-cudnn8-devel

cu118-py38-u20
cuda: 11.8.0 / pytorch: cu118 / python3.8.17 / ubuntu20.04

cu118-py39-u20
cuda: 11.8.0 / pytorch: cu118 / python3.9.18 / ubuntu20.04

cu118-py310-u20
cuda: 11.8.0 / pytorch: cu118 / python3.10.13 / ubuntu20.04

cu118-py311-u20
cuda: 11.8.0 / pytorch: cu118 / python3.11.7 / ubuntu20.04

See More Versions or Previous Version : AllImages.md

Special Images.

These images support additional software.
Instruction : Special.md

opengl framework

opengl
cuda: 12.1.1 / pytorch: cu121 / python: 3.11.7 / ubuntu20.04 / gcc / g++ / c++11 / opengl libraries: glfw, glew, glut

This image is tested on linux/amd64