Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Description

Linaro Forge is a comprehensive suite designed for high-performance computing (HPC) that integrates debugging and performance analysis tools to assist developers in creating dependable and optimized software for server environments. It consists of three fundamental components: Linaro DDT, a leading debugger for applications written in C, C++, Fortran, and Python; Linaro MAP, a performance profiling tool that identifies bottlenecks and recommends optimization techniques; and Linaro Performance Reports, which provide succinct, one-page overviews of application efficiency. This suite accommodates an extensive array of parallel architectures and programming frameworks, such as MPI, OpenMP, CUDA, and GPU-accelerated systems on platforms including x86-64, 64-bit Arm, as well as various CPUs and GPUs. Additionally, it features a unified user interface that simplifies the transition between debugging and profiling phases during the development process, enhancing productivity and code quality for developers working in complex environments. This streamlined approach not only improves efficiency but also empowers developers to deliver superior performance in their applications.

Description

NVIDIA TensorRT is a comprehensive suite of APIs designed for efficient deep learning inference, which includes a runtime for inference and model optimization tools that ensure minimal latency and maximum throughput in production scenarios. Leveraging the CUDA parallel programming architecture, TensorRT enhances neural network models from all leading frameworks, adjusting them for reduced precision while maintaining high accuracy, and facilitating their deployment across a variety of platforms including hyperscale data centers, workstations, laptops, and edge devices. It utilizes advanced techniques like quantization, fusion of layers and tensors, and precise kernel tuning applicable to all NVIDIA GPU types, ranging from edge devices to powerful data centers. Additionally, the TensorRT ecosystem features TensorRT-LLM, an open-source library designed to accelerate and refine the inference capabilities of contemporary large language models on the NVIDIA AI platform, allowing developers to test and modify new LLMs efficiently through a user-friendly Python API. This innovative approach not only enhances performance but also encourages rapid experimentation and adaptation in the evolving landscape of AI applications.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Python Yes 
C Yes 
C++ Yes 
CUDA No 
Dataoorts GPU Cloud No 
Fortran Yes 
Hugging Face No 
Kimi K2 No 
Kimi K2.6 No 
Kimi K3 No 
Kimi K3.1 Pro No 
LaunchX No 
NVIDIA Broadcast No 
NVIDIA DeepStream SDK No 
NVIDIA Jetson No 
NVIDIA Merlin No 
NVIDIA Morpheus No 
Rosepetal AI No 
TensorFlow No 
Ultralytics No 

Integrations

Python Yes 
C No 
C++ No 
CUDA Yes 
Dataoorts GPU Cloud Yes 
Fortran No 
Hugging Face Yes 
Kimi K2 Yes 
Kimi K2.6 Yes 
Kimi K3 Yes 
Kimi K3.1 Pro Yes 
LaunchX Yes 
NVIDIA Broadcast Yes 
NVIDIA DeepStream SDK Yes 
NVIDIA Jetson Yes 
NVIDIA Merlin Yes 
NVIDIA Morpheus Yes 
Rosepetal AI Yes 
TensorFlow Yes 
Ultralytics Yes 

Pricing Details

No price information available.
Free Trial Yes 
Free Version No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Deployment

Web-Based No 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) No 
In Person Yes 

Vendor Details

Company Name

Linaro

Founded

2010

Country

United Kingdom

Website

www.linaroforge.com

Vendor Details

Company Name

NVIDIA

Founded

1993

Country

United States

Website

developer.nvidia.com/tensorrt

Product Features

Application Development

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

HPC

Product Features

Alternatives

Alternatives

OpenVINO Reviews

OpenVINO

Intel