昇思MindSpore

Open Source

-(0 评价)

0 已收藏

Huawei open-source full-scenario deep learning framework for training and inference across device, edge, and cloud.

网站：https://www.mindspore.cn/

收录时间：2026年7月13日

月访问量：

85.1K

社交与联系：

deep learningAI frameworkopen sourcedistributed trainingautomatic differentiationcomputer vision

访问网站

访问官方网站

工具信息

什么是昇思MindSpore？

MindSpore is an open-source AI framework that supports full-scenario deep learning training and inference. It provides automatic differentiation, distributed parallel training, data processing, and graph execution for applications in computer vision, natural language processing, large models, and scientific computing. Designed for device-edge-cloud deployment, it enables one training run with flexible multi-scenario use.

核心功能

Source-code conversion automatic differentiation
General automatic differentiation based on source code conversion that enables easy neural network training.
Native distributed parallel training
Built-in parallel capabilities for large model training with simple configuration interfaces for high-performance distributed training.
Full-scenario deployment
Supports device-edge-cloud full-scenario deep learning training and inference with flexible multi-scenario deployment after one training.
Large model suites
Includes MindSpore Transformers, MindSpore One, and vLLM-MindSpore Plugin for large model development and inference.
Scientific computing suites
Provides AI4S fusion computing suites including MindSpore Elec, SPONGE, Flow, Earth, Chemistry, and Quantum.
Domain kits and tools
Offers domain kits such as MindSpore CV, NLP, OCR, YOLO plus tools including MindStudio, MindSpore Armour, Golden Stick, and Insight.
MindSpore Lite
Lightweight framework component for efficient inference deployment.

使用场景

#1
Computer vision tasks
Image classification and other computer vision applications using datasets such as CIFAR-10.
#2
Natural language processing
Sentiment analysis and text classification models for NLP tasks.
#3
Large model training and inference
Distributed training and deployment of large models with parallel strategies and specialized suites.
#4
Scientific computing and AI4S
Fusion computing applications in electricity, molecular simulation, fluid dynamics, earth science, chemistry, and quantum computing.

适用人群：Data scientistsAlgorithm engineers

定价方案

Huawei open-source self-developed AI framework; framework is open source and community-driven.

替代工具

Roboflow

Build, train, deploy, and operate computer vision models.

🇮🇳13.5%

1.4M

检测工具Computer vision+11

检测工具Computer visionMachine learningImage annotationDataset managementModel trainingInference APIEdge AILow-code workflowsRoboflowcomputer vision platformcomputer vision datasetsimage annotation

Socratic by Google

AI‑powered visual search for homework help, translation, shopping and nature identification

12K

检测工具AI+10

检测工具AIvisual searchhomework helptranslationproduct discoverynature identificationGoogle LensSocraticAI visual searchreal‑time translationfree AI tool

Vectra AI

AI-driven cybersecurity for network, identity, and cloud environments

🇺🇸13.5%

184K

检测工具Cybersecurity+11

检测工具CybersecurityThreat detectionIncident responseNetwork securityIdentity securityCloud securityExposure managementSecurity operationsThreat intelligenceManaged detection and responseVectra AIAI cybersecurity platform

Grammarly

AI‑powered writing assistant that corrects grammar, improves tone, and offers rewrite and multilingual support.

🇺🇸45.8%

46M

检测工具writing+11

检测工具writingAIgrammartoneplagiarismproductivitymultilingualGrammarlyAI writing assistantgrammar checkertone adjustmentplagiarism detection

Google Cloud Vision AI

Extract insights from images, documents, and videos with pre-trained and generative computer vision AI

🇺🇸19.2%

47M

检测工具Computer Vision+11

检测工具Computer VisionVision AIOCRDocument AIVideo IntelligenceImage AnalysisGenerative AIGoogle CloudMultimodal AIContent ModerationGoogle Cloud Vision AICloud Vision API

Clarity

AI-powered end-to-end platform that secures organizational hiring processes against deepfakes, fake applications, proxy identities, and fraud.

🇮🇱37.1%

9.4K

检测工具AI hiring security+11

检测工具AI hiring securitydeepfake detectionidentity verificationhiring fraud preventionrecruitment securityAI cheating detectionproxy identity detectiontalent acquisitionClarity AIhiring fraud protectionAI identity verificationproxy candidate detection

Zero GPT

AI detection and writing tools for text, images, and language workflows

🇺🇸30.3%

21M

检测工具AI detector+11

检测工具AI detectorAI content detectionPlagiarism checkerParaphraserSummarizerGrammar checkerTranslatorAI humanizerAI image detectorChatbotAPIZeroGPT

Chooch AI Vision

Chooch AI is a camera-AI hospital inventory management platform that tracks medical supplies in real time and automates replenishment.

🇮🇳58.2%

12K

检测工具

常见问题

What is 昇思MindSpore?

昇思MindSpore is a Huawei open-source full-scenario deep learning framework for training and inference across device, edge, and cloud. It supports automatic differentiation, distributed parallel training, data processing, and graph execution for computer vision, natural language processing, large models, and scientific computing.

Who is 昇思MindSpore designed for?

It is aimed at data scientists and algorithm engineers working on AI applications.

Is 昇思MindSpore free to use?

Yes. It is an open-source framework that is community-driven.

What platforms does 昇思MindSpore support?

It supports device, edge, and cloud scenarios, multi-processor architectures, and Ascend, with flexible full-scenario deployment after a single training run.

What large model and scientific computing capabilities does it offer?

It includes large model suites such as MindSpore Transformers, MindSpore One, and the vLLM-MindSpore Plugin, plus scientific computing suites including MindSpore Elec, SPONGE, Flow, Earth, Chemistry, and Quantum.