mindspore-ai/mindspore
MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios. observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2395
- days_rel: n/a
- days_push: 766
- n_releases_24m: 0
Adoption not part of the score
4700 stars · 748 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
MindSpore is an open-source deep learning framework for training and inference across mobile, edge, and cloud scenarios. It provides automatic differentiation, automatic parallelism, and native support for Huawei Ascend AI processors with software-hardware co-optimization.
Use cases
- train deep neural networks on Ascend or GPU hardware
- run model inference on mobile, edge, and cloud devices
- automatically parallelize large model training across clusters
- build and train models with a Python API and automatic differentiation
- deploy distributed training jobs with msrun
When to choose
- you use Huawei Ascend AI processors and want native hardware support
- you need automatic parallelism for large-scale distributed training
- you want a single framework spanning mobile, edge, and cloud deployment
When to avoid
- your team and ecosystem depend on PyTorch or TensorFlow tooling
- you need the broadest third-party model and library compatibility
- you have no access to Ascend hardware and prefer mainstream GPU ecosystems
Facets
library · maturity active
machine-learning deep-learning llm-training llm-inference gpu-computing deep-learning machine-learning artificial-intelligence python cpp cross-platform automatic-differentiation automatic-parallelism ascend training-framework inference mobile-edge-cloud linux gpu docker
9 sources
- readme: https://github.com/mindspore-ai/mindspore · fetched 2026-08-28 · 7bc812cfb2be
- homepage: https://gitee.com/mindspore/mindspore · fetched 2026-08-29 · c9e971dac2ce
- site_page: https://gitee.com/about_us · fetched 2026-08-29 · 061b862ef0b5
- site_page: https://gitee.com/mindspore/mindspore/tree/master/docs · fetched 2026-08-29 · 7802062f5638
- site_page: https://compass.gitee.com/zh/docs/dimensions-define · fetched 2026-08-29 · 6392ce42534d
- site_page: https://gitee.com/all-about-git · fetched 2026-08-29 · fb606340594e
- site_page: https://gitee.com/features/gitee-go · fetched 2026-08-29 · bfa2599dcb24
- site_page: https://gitee.com/mindspore/mindspore/releases · fetched 2026-08-29 · 99715bbbedeb
- site_page: https://gitee.com/mindspore/mindspore/releases/tag/v2.7.2 · fetched 2026-08-29 · 873865d9309f
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| mindspore-ai/mindspore | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="mindspore-ai/mindspore")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem