Backend.AI is a streamlined, container-based computing cluster platform that hosts popular computing/ML frameworks and diverse programming languages, with pluggable heterogeneous accelerator support including CUDA GPU, ROCm GPU, TPU, IPU and other NPUs.

Backend.AI Web UI for web / desktop app (Windows/Linux/macOS). Backend.AI Web UI provides a convenient environment for users, while allowing various commands to be executed without CLI. It also provides some visual features that are not provided by the CLI, such as dashboards and statistics.

Common libraries and utilities for Backend.AI server-side framework

Hooking library-level functions for Backend.AI kernel containers

An RPC Transport Library for asyncio

A programmable security sandbox for Backend.AI kernels

Backend.AI Client Library for Python

Backend.AI Client Library for Java

The Backend.AI CUDA Accelerator Plugin

Jupyter kernel integration for Backend.AI

Visual Studio Code extension to run code snippets using Backend.AI

ATOM package to run code snippets using Sorna API server