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What is CUDA?

CUDA® is an advanced parallel computing platform and programming framework developed by NVIDIA that facilitates the execution of general computing tasks on graphics processing units (GPUs). By harnessing the power of CUDA, developers can greatly improve the performance of their applications by taking advantage of the robust capabilities offered by GPUs. In GPU-accelerated applications, the CPU manages the sequential aspects of the workload, where it performs optimally on single-threaded tasks, while the more intensive compute tasks are executed in parallel across numerous GPU cores. When utilizing CUDA, programmers can write code in familiar programming languages, including C, C++, Fortran, Python, and MATLAB, allowing for the integration of parallelism through a straightforward set of specialized keywords. The NVIDIA CUDA Toolkit provides developers with all necessary resources to build applications that leverage GPU acceleration. This all-encompassing toolkit includes GPU-accelerated libraries, a streamlined compiler, various development tools, and the CUDA runtime, simplifying the process of optimizing and deploying high-performance computing solutions. Furthermore, the toolkit's flexibility supports a diverse array of applications, from scientific research to graphics rendering, demonstrating its capability to adapt to various domains and challenges in computing. With the continual evolution of the toolkit, developers can expect ongoing enhancements to support even more innovative uses of GPU technology.

What is Arm Forge?

Developing reliable and optimized code that delivers precise outcomes across a range of server and high-performance computing (HPC) architectures is essential, especially when leveraging the latest compilers and C++ standards for Intel, 64-bit Arm, AMD, OpenPOWER, and Nvidia GPU hardware. Arm Forge brings together Arm DDT, regarded as the top debugging tool that significantly improves the efficiency of debugging high-performance applications, alongside Arm MAP, a trusted performance profiler that delivers vital optimization insights for both native and Python HPC applications, complemented by Arm Performance Reports for superior reporting capabilities. Moreover, both Arm DDT and Arm MAP can function effectively as standalone tools, offering flexibility to developers. With dedicated technical support from Arm experts, the process of application development for Linux Server and HPC is streamlined and productive. Arm DDT stands out as the preferred debugger for C++, C, or Fortran applications that utilize parallel and threaded execution on either CPUs or GPUs. Its powerful graphical interface simplifies the detection of memory-related problems and divergent behaviors, regardless of the scale, reinforcing Arm DDT's esteemed position among researchers, industry professionals, and educational institutions alike. This robust toolkit not only enhances productivity but also plays a significant role in fostering technical innovation across various fields, ultimately driving progress in computational capabilities. Thus, the integration of these tools represents a critical advancement in the pursuit of high-performance application development.

Media

Media

Integrations Supported

C
C++
Fortran
Python
AWS Marketplace
Amp
Arm MAP
Azure Marketplace
Coverity Static Analysis
Dataoorts GPU Cloud
JarvisLabs.ai
MATLAB
NVIDIA DRIVE
NVIDIA Jetson
NeevCloud
NodeShift
Pruna AI
RightNow AI
Skyportal
Unicorn Render

Integrations Supported

C
C++
Fortran
Python
AWS Marketplace
Amp
Arm MAP
Azure Marketplace
Coverity Static Analysis
Dataoorts GPU Cloud
JarvisLabs.ai
MATLAB
NVIDIA DRIVE
NVIDIA Jetson
NeevCloud
NodeShift
Pruna AI
RightNow AI
Skyportal
Unicorn Render

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

NVIDIA

Date Founded

1993

Company Location

United States

Company Website

developer.nvidia.com/cuda-zone

Company Facts

Organization Name

Arm

Company Location

United Kingdom

Company Website

www.arm.com/products/development-tools/server-and-hpc/forge

Categories and Features

Application Development

Access Controls/Permissions
Code Assistance
Code Refactoring
Collaboration Tools
Compatibility Testing
Data Modeling
Debugging
Deployment Management
Graphical User Interface
Mobile Development
No-Code
Reporting/Analytics
Software Development
Source Control
Testing Management
Version Control
Web App Development

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