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oneflow

Oneflow-Inc/oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

GitHub Website

GraphCanon updated Sep 26, 2026 · GitHub synced Sep 26, 2026

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9.4k stars1.0k forksLast push Dec 4, 2025 C++ Apache-2.0

Decision brief

OneFlow is a deep learning framework built for user-friendly, scalable, and efficient performance in model training, with support via CUDA installations.

Good fit when

OneFlow is preferable when you need a user-friendly framework for both CPU and CUDA installations, aiming to streamline the deep learning workflow.
OneFlow should be selected when targeting applications requiring high scalability and efficiency without compromising ease of use.

Avoid when

Avoid OneFlow if your project requires extensive customization features not natively supported, as switching to another framework might offer better flexibility.
If the development environment lacks support for CUDA or Python3-based installation methods, consider an alternative framework that suits your hardware and software environment more closely.

Observed Jul 12, 2026 · Source: enrich:decision_facts

oneflow alternatives Trust report

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Maintenance and security

Full trust report

Maintenance: Slowing (296d since push); As of Sep 26, 2026
Provenance: Not a fork · Organization account; As of Sep 26, 2026
Security (OSV): No lockfile; As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

git clone https://github.com/Oneflow-Inc/oneflow

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

A deep learning framework focusing on user-friendliness, scalability, and efficiency, supporting both CPU and CUDA installations.

Capability facts

Languages: c++
Source: github.language · Sep 26, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 26, 2026)

python3 -m pip install --upgrade pip #--user

Source link

README

Preinstall docker image Pip Install ( Highly recommended ) Upgrade pip To install latest stable release of OneFlow with CUDA support: To install nightly release of OneFlow with CPU only support: To install nightly release of OneFlow with CUDA support: If you are in China, you cou...

For agents

This page has a .md twin and JSON over the API.

/tools/oneflow-inc-oneflow.md GET /api/graphcanon/tools/oneflow-inc-oneflow GET /api/graphcanon/graph?tool=oneflow-inc-oneflow