CUDA

CUDA

NVIDIA
+
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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

CUDA® is a parallel computing platform and programming model developed by NVIDIA for general computing on graphical processing units (GPUs). With CUDA, developers are able to dramatically speed up computing applications by harnessing the power of GPUs. In GPU-accelerated applications, the sequential part of the workload runs on the CPU – which is optimized for single-threaded performance – while the compute intensive portion of the application runs on thousands of GPU cores in parallel. When using CUDA, developers program in popular languages such as C, C++, Fortran, Python and MATLAB and express parallelism through extensions in the form of a few basic keywords. The CUDA Toolkit from NVIDIA provides everything you need to develop GPU-accelerated applications. The CUDA Toolkit includes GPU-accelerated libraries, a compiler, development tools and the CUDA runtime.

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

Developers interested in a powerful parallel computing platform and programming model

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

Free
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

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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

NVIDIA
Founded: 1993
United States
developer.nvidia.com/cuda-zone

Alternatives

Alternatives

oneAPI

oneAPI

Intel
Caffe

Caffe

BAIR
NVIDIA NIM

NVIDIA NIM

NVIDIA
OEMad

OEMad

OEMad.ai
OpenCL

OpenCL

The Khronos Group
Apache Groovy

Apache Groovy

The Apache Software Foundation

Categories

Categories

Integrations

Python
AWS Marketplace
Amazon EC2 G4 Instances
Axivion Static Code Analysis
C++
Clore.ai
Cody
Copernicus Computing
Docker
Fortran
HunyuanCustom
JarvisLabs.ai
MATLAB
NVIDIA Isaac
NVIDIA Magnum IO
Pruna AI
RightNow AI
Skyportal
Unicorn Render
VMware Private AI Foundation

Integrations

Python
AWS Marketplace
Amazon EC2 G4 Instances
Axivion Static Code Analysis
C++
Clore.ai
Cody
Copernicus Computing
Docker
Fortran
HunyuanCustom
JarvisLabs.ai
MATLAB
NVIDIA Isaac
NVIDIA Magnum IO
Pruna AI
RightNow AI
Skyportal
Unicorn Render
VMware Private AI Foundation
Claim MindSpore and update features and information
Claim MindSpore and update features and information
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