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What is NVIDIA TensorRT?

NVIDIA TensorRT is a powerful collection of APIs focused on optimizing deep learning inference, providing a runtime for efficient model execution and offering tools that minimize latency while maximizing throughput in real-world applications. By harnessing the capabilities of the CUDA parallel programming model, TensorRT improves neural network architectures from major frameworks, optimizing them for lower precision without sacrificing accuracy, and enabling their use across diverse environments such as hyperscale data centers, workstations, laptops, and edge devices. It employs sophisticated methods like quantization, layer and tensor fusion, and meticulous kernel tuning, which are compatible with all NVIDIA GPU models, from compact edge devices to high-performance data centers. Furthermore, the TensorRT ecosystem includes TensorRT-LLM, an open-source initiative aimed at enhancing the inference performance of state-of-the-art large language models on the NVIDIA AI platform, which empowers developers to experiment and adapt new LLMs seamlessly through an intuitive Python API. This cutting-edge strategy not only boosts overall efficiency but also fosters rapid innovation and flexibility in the fast-changing field of AI technologies. Moreover, the integration of these tools into various workflows allows developers to streamline their processes, ultimately driving advancements in machine learning applications.

What is NVIDIA EGX Platform?

The NVIDIA® EGX™ Platform for professional visualization is crafted to optimize a wide range of workloads, including rendering, virtualization, engineering analysis, and data science, on any device. This flexible reference design combines robust NVIDIA GPUs with NVIDIA virtual GPU (vGPU) software and advanced networking capabilities, delivering exceptional graphics and computational power that enables artists and engineers to work effectively from any location. It also significantly cuts costs, minimizes physical space requirements, and reduces energy use compared to conventional CPU-based systems. By leveraging the EGX Platform in conjunction with NVIDIA RTX Virtual Workstation (vWS) software, organizations can seamlessly establish a high-performance, cost-effective infrastructure that has undergone extensive testing alongside top industry partners and ISV applications on trusted OEM servers. This innovative solution not only facilitates remote work for professionals but also enhances productivity, improves data center efficiency, and decreases IT management costs, fundamentally changing the way teams collaborate and innovate. Moreover, the EGX Platform stands as a beacon of the future of professional visualization amid the swiftly changing technological landscape, ensuring that businesses remain at the forefront of innovation.

Media

Media

Integrations Supported

CUDA
Domino Enterprise AI Platform
Hugging Face
Inseego
Kimi K2.5
LaunchX
NVIDIA AI Enterprise
NVIDIA Broadcast
NVIDIA Clara
NVIDIA DRIVE
NVIDIA DeepStream SDK
NVIDIA Merlin
NVIDIA Riva Studio
NVIDIA virtual GPU
PyTorch
Python
RankGPT
SiaSearch
Thunder Compute
Ultralytics

Integrations Supported

CUDA
Domino Enterprise AI Platform
Hugging Face
Inseego
Kimi K2.5
LaunchX
NVIDIA AI Enterprise
NVIDIA Broadcast
NVIDIA Clara
NVIDIA DRIVE
NVIDIA DeepStream SDK
NVIDIA Merlin
NVIDIA Riva Studio
NVIDIA virtual GPU
PyTorch
Python
RankGPT
SiaSearch
Thunder Compute
Ultralytics

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/tensorrt

Company Facts

Organization Name

NVIDIA

Date Founded

1993

Company Location

United States

Company Website

www.nvidia.com/en-us/design-visualization/egx-graphics/

Categories and Features

Categories and Features

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