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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 CoreWeave?

CoreWeave distinguishes itself as a cloud infrastructure provider dedicated to GPU-driven computing solutions tailored for artificial intelligence applications. Their platform provides scalable and high-performance GPU clusters that significantly improve both the training and inference phases of AI models, serving industries like machine learning, visual effects, and high-performance computing. Beyond its powerful GPU offerings, CoreWeave also features flexible storage, networking, and managed services that support AI-oriented businesses, highlighting reliability, cost-efficiency, and exceptional security protocols. This adaptable platform is embraced by AI research centers, labs, and commercial enterprises seeking to accelerate their progress in artificial intelligence technology. By delivering infrastructure that aligns with the unique requirements of AI workloads, CoreWeave is instrumental in fostering innovation across multiple sectors, ultimately helping to shape the future of AI applications. Moreover, their commitment to continuous improvement ensures that clients remain at the forefront of technological advancements.

Media

Media

Integrations Supported

CUDA
CloudZero
Conductor
Dataoorts GPU Cloud
FluidStack
GPURich
Hugging Face
Kimi K2
LaunchX
MATLAB
Magic Bullet
NVIDIA Clara
NVIDIA DGX Cloud Lepton
NVIDIA DGX Cloud Serverless Inference
NVIDIA Jetson
NVIDIA Merlin
NVIDIA virtual GPU
PyTorch
TensorFlow
Ultralytics

Integrations Supported

CUDA
CloudZero
Conductor
Dataoorts GPU Cloud
FluidStack
GPURich
Hugging Face
Kimi K2
LaunchX
MATLAB
Magic Bullet
NVIDIA Clara
NVIDIA DGX Cloud Lepton
NVIDIA DGX Cloud Serverless Inference
NVIDIA Jetson
NVIDIA Merlin
NVIDIA virtual GPU
PyTorch
TensorFlow
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

CoreWeave

Date Founded

2017

Company Location

United States

Company Website

www.coreweave.com

Categories and Features

Categories and Features

Infrastructure-as-a-Service (IaaS)

Analytics / Reporting
Configuration Management
Data Migration
Data Security
Load Balancing
Log Access
Network Monitoring
Performance Monitoring
SLA Monitoring

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