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What is NVIDIA Triton Inference Server?

The NVIDIA Triton™ inference server delivers powerful and scalable AI solutions tailored for production settings. As an open-source software tool, it streamlines AI inference, enabling teams to deploy trained models from a variety of frameworks including TensorFlow, NVIDIA TensorRT®, PyTorch, ONNX, XGBoost, and Python across diverse infrastructures utilizing GPUs or CPUs, whether in cloud environments, data centers, or edge locations. Triton boosts throughput and optimizes resource usage by allowing concurrent model execution on GPUs while also supporting inference across both x86 and ARM architectures. It is packed with sophisticated features such as dynamic batching, model analysis, ensemble modeling, and the ability to handle audio streaming. Moreover, Triton is built for seamless integration with Kubernetes, which aids in orchestration and scaling, and it offers Prometheus metrics for efficient monitoring, alongside capabilities for live model updates. This software is compatible with all leading public cloud machine learning platforms and managed Kubernetes services, making it a vital resource for standardizing model deployment in production environments. By adopting Triton, developers can achieve enhanced performance in inference while simplifying the entire deployment workflow, ultimately accelerating the path from model development to practical application.

What is Darcy AI?

Quickly recognize individuals and their postures with ease, while also having the option to customize settings to meet specific requirements. Additionally, you can boost the system's capabilities by integrating your own AI models, whether by using pre-existing TensorFlow Lite models from the web or by developing new ones from scratch. This innovative solution is compatible with Google Coral, demonstrating that developers can truly blend functionality with aesthetic appeal. The sleek design of the Darcy Cam is visually appealing in both research environments and daily use. Equipped with dual Coral AI accelerators and a video sensor, it efficiently supports multiple models for real-time operations. You can establish a variety of network configurations, such as multi-cloud, hybrid cloud, and edge-to-edge setups, all executed with a single command and without the complications of open ports, VPNs, or NAT tunnels. Manage every aspect of your edge infrastructure from the Cloud, handling tasks like provisioning, deployment, orchestration, resource management, monitoring, and updates. By automating workflows that are integrated with your existing clouds, tools, and applications, you can streamline operations while maintaining seamless connectivity to your current infrastructure through OpenAPI. This holistic strategy not only enhances flexibility but also maximizes efficiency when managing sophisticated AI functionalities, making it an invaluable asset for tech-savvy developers.

Media

Media

Integrations Supported

Alibaba CloudAP
Amazon EKS
Amazon Elastic Container Service (Amazon ECS)
Amazon SageMaker
Azure Kubernetes Service (AKS)
Azure Machine Learning
FauxPilot
Google Kubernetes Engine (GKE)
HPE Ezmeral
Kubernetes
LiteLLM
MXNet
NVIDIA Morpheus
Prometheus
PyTorch
Raspberry Pi OS
Tencent Cloud
TensorFlow
Vertex AI

Integrations Supported

Alibaba CloudAP
Amazon EKS
Amazon Elastic Container Service (Amazon ECS)
Amazon SageMaker
Azure Kubernetes Service (AKS)
Azure Machine Learning
FauxPilot
Google Kubernetes Engine (GKE)
HPE Ezmeral
Kubernetes
LiteLLM
MXNet
NVIDIA Morpheus
Prometheus
PyTorch
Raspberry Pi OS
Tencent Cloud
TensorFlow
Vertex AI

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

Company Location

United States

Company Website

developer.nvidia.com/nvidia-triton-inference-server

Company Facts

Organization Name

Edgeworx

Date Founded

2017

Company Location

United States

Company Website

www.darcy.ai/

Categories and Features

Artificial Intelligence

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Categories and Features

Artificial Intelligence

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

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