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About

​MindSpore is an open source deep learning framework developed by Huawei, designed to facilitate easy development, efficient execution, and deployment across cloud, edge, and device environments. It supports multiple programming paradigms, including both object-oriented and functional programming, allowing users to define AI networks using native Python syntax. MindSpore offers a unified programming experience that seamlessly integrates dynamic and static graphs, enhancing compatibility and performance. It is optimized for various hardware platforms, including CPUs, GPUs, and NPUs, and is particularly well-suited for Huawei's Ascend AI processors. MindSpore's architecture comprises four layers, the model layer, MindExpression (ME) for AI model development, MindCompiler for optimization, and the runtime layer supporting device-edge-cloud collaboration. Additionally, MindSpore provides a rich ecosystem of domain-specific toolkits and extension packages, such as MindSpore NLP.

About

Transition seamlessly between eager and graph modes with TorchScript, and accelerate the path to production with TorchServe. Scalable distributed training and performance optimization in research and production is enabled by the torch-distributed backend. A rich ecosystem of tools and libraries extends PyTorch and supports development in computer vision, NLP and more. PyTorch is well supported on major cloud platforms, providing frictionless development and easy scaling. Select your preferences and run the install command. Stable represents the most currently tested and supported version of PyTorch. This should be suitable for many users. Preview is available if you want the latest, not fully tested and supported, 1.10 builds that are generated nightly. Please ensure that you have met the prerequisites (e.g., numpy), depending on your package manager. Anaconda is our recommended package manager since it installs all dependencies.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Data scientists, AI researchers, and developers in need of a tool for building and deploying AI models across various platforms and devices

Audience

Researchers in need of an open source machine learning solution to accelerate research prototyping and production deployment

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

MindSpore
Founded: 2019
China
www.mindspore.cn/

Company Information

PyTorch
Founded: 2016
pytorch.org

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Categories

Categories

Integrations

Huawei Cloud ModelArts
3LC
AI Squared
AWS Elastic Fabric Adapter (EFA)
Amazon EC2 Trn1 Instances
Amazon S3 Express One Zone
Amazon SageMaker Model Training
Cirrascale
Cleanlab
CodeQwen
Collimator
Domino Enterprise AI Platform
Horovod
NVIDIA AI Foundations
NVIDIA FLARE
OpenVINO
Runyour AI
Simplismart
Zepl

Integrations

Huawei Cloud ModelArts
3LC
AI Squared
AWS Elastic Fabric Adapter (EFA)
Amazon EC2 Trn1 Instances
Amazon S3 Express One Zone
Amazon SageMaker Model Training
Cirrascale
Cleanlab
CodeQwen
Collimator
Domino Enterprise AI Platform
Horovod
NVIDIA AI Foundations
NVIDIA FLARE
OpenVINO
Runyour AI
Simplismart
Zepl
Claim MindSpore and update features and information
Claim MindSpore and update features and information
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Claim PyTorch and update features and information