Open Source
MindSpore
MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.
Our verdict
We have not reviewed MindSpore 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 MindSpore
MindSpore is an open source deep learning training and inference framework written in C++. It supports deployment across mobile, edge, and cloud environments. The framework aims to provide a unified platform for AI model development and execution.
Best for
Developers seeking an open source deep learning framework for cross-platform deployment from edge to cloud
Use cases
- Training deep learning models on cloud infrastructure
- Deploying inference models on mobile or edge devices
- Developing AI applications that span from edge to cloud
Notes
4,691 stars on GitHub. Last updated 2024-07-29. Licensed Apache-2.0.
Pros
- Open source with permissive license
- Supports multiple deployment scenarios (mobile, edge, cloud)
- C++ implementation offers performance advantages
Cons
- Smaller community and ecosystem compared to major frameworks like TensorFlow or PyTorch
- Limited third-party tooling and pre-trained model availability
- Documentation and learning resources may be less extensive
Key facts
What we have checked
- GitHub stars
- 4,709
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 MindSpore is growing
4,691 to 4,709
Alternatives
Alternatives to MindSpore
| Record | Type | How we know | Checked |
|---|---|---|---|
| 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 MindSpore side by side
Sources
Where this comes from
- 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
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
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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