Audience
Data scientists, AI researchers, and developers in need of a tool for building and deploying AI models across various platforms and devices
About MindSpore
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.
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Huawei Cloud ModelArts
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PanGu-α
PanGu-α is developed under the MindSpore and trained on a cluster of 2048 Ascend 910 AI processors. The training parallelism strategy is implemented based on MindSpore Auto-parallel, which composes five parallelism dimensions to scale the training task to 2048 processors efficiently, including data parallelism, op-level model parallelism, pipeline model parallelism, optimizer model parallelism and rematerialization. To enhance the generalization ability of PanGu-α, we collect 1.1TB high-quality Chinese data from a wide range of domains to pretrain the model. We empirically test the generation ability of PanGu-α in various scenarios including text summarization, question answering, dialogue generation, etc. Moreover, we investigate the effect of model scales on the few-shot performances across a broad range of Chinese NLP tasks. The experimental results demonstrate the superior capabilities of PanGu-α in performing various tasks under few-shot or zero-shot settings.
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Pricing
Starting Price:
Free
Free Version:
Free Version available.
Integrations
Company Information
MindSpore
Founded: 2019
China
www.mindspore.cn/
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Product Details
Platforms Supported
Windows
Mac
Linux
On-Premises
Training
Documentation
Webinars
In Person
Videos
Support
Phone Support
Online
MindSpore Frequently Asked Questions
Q: What kinds of users and organization types does MindSpore work with?
MindSpore works with these users and organization types: Mid Size Business, Small Business, Enterprise, Freelance, Nonprofit, Government, and Startup.
Q: What languages does MindSpore support in their product?
MindSpore supports these languages: English.
Q: What kind of support options does MindSpore offer?
MindSpore offers support via phone support and online.
Q: What other applications or services does MindSpore integrate with?
MindSpore integrates with: Ascend Cloud Service, Docker, Huawei Cloud ModelArts, Huawei Cloud, and Python.
Q: What type of training does MindSpore provide?
MindSpore provides training in the form of documentation, webinars, in person, and videos.
Q: How much does MindSpore cost?
Pricing for MindSpore starts at Free.
