Open Source · Observability
Oneflow
OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
Our verdict
We have not reviewed Oneflow yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About Oneflow
OneFlow is a deep learning framework built in C++ that emphasizes user-friendliness, scalability, and efficiency. It is developed as a community project and has garnered 9,400 GitHub stars.
Best for
Developers who need a high-performance, scalable deep learning framework and are comfortable with C++
Use cases
- Training large-scale deep neural networks with distributed computing
- Deploying machine learning models in production environments
- Experimenting with custom model architectures and optimization techniques
Notes
9,400 stars on GitHub. Last updated 2025-12-04. Licensed Apache-2.0.
Pros
- High scalability and efficiency due to C++ implementation
- Active community with strong GitHub engagement
- Designed for user-friendly development compared to other low-level frameworks
Cons
- Smaller ecosystem and fewer pre-built models than major frameworks like PyTorch or TensorFlow
- C++ codebase may present a steeper learning curve for Python-first developers
- Limited documentation and third-party resources relative to more mature frameworks
Key facts
What we have checked
- Latest version
- 1.0.0 (released 11 Mar 2024)
- GitHub stars
- 9,436
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How Oneflow is growing
9,400 to 9,436
Alternatives
Alternatives to Oneflow
| Record | Type | How we know | Checked |
|---|---|---|---|
| Apache MXNetThis is an alternative to it | Open source | Named in the listing | Not dated |
| JaxThis is an alternative to it | Open source | Named in the listing | Not dated |
| PaddlePaddleThis is an alternative to it | Open source | Named in the listing | Not dated |
| PyTorchThis is an alternative to it | Open source | Named in the listing | Not dated |
| TensorFlowThis is an alternative to it | Open source | Named in the listing | Not dated |
Compare
Compare Oneflow side by side
Sources
Where this comes from
- GitHubOfficial
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
Released 1.0.0
Released 0.9.0
Released 0.8.0
Released 0.7.0
Released 0.6.0
Released 0.5.0
Released 0.5rc2
Released 0.5rc1
Released 0.3.0
Released 0.5.0b1
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
Apache MXNet
Community
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
Jax
Community
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
PaddlePaddle
Community
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
PyTorch
Community
Tensors and Dynamic neural networks in Python with strong GPU acceleration
TensorFlow
Community
An Open Source Machine Learning Framework for Everyone
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