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About

NVIDIA TensorRT is an ecosystem of APIs for high-performance deep learning inference, encompassing an inference runtime and model optimizations that deliver low latency and high throughput for production applications. Built on the CUDA parallel programming model, TensorRT optimizes neural network models trained on all major frameworks, calibrating them for lower precision with high accuracy, and deploying them across hyperscale data centers, workstations, laptops, and edge devices. It employs techniques such as quantization, layer and tensor fusion, and kernel tuning on all types of NVIDIA GPUs, from edge devices to PCs to data centers. The ecosystem includes TensorRT-LLM, an open source library that accelerates and optimizes inference performance of recent large language models on the NVIDIA AI platform, enabling developers to experiment with new LLMs for high performance and quick customization through a simplified Python API.

About

NVIDIA Triton™ inference server delivers fast and scalable AI in production. Open-source inference serving software, Triton inference server streamlines AI inference by enabling teams deploy trained AI models from any framework (TensorFlow, NVIDIA TensorRT®, PyTorch, ONNX, XGBoost, Python, custom and more on any GPU- or CPU-based infrastructure (cloud, data center, or edge). Triton runs models concurrently on GPUs to maximize throughput and utilization, supports x86 and ARM CPU-based inferencing, and offers features like dynamic batching, model analyzer, model ensemble, and audio streaming. Triton helps developers deliver high-performance inference aTriton integrates with Kubernetes for orchestration and scaling, exports Prometheus metrics for monitoring, supports live model updates, and can be used in all major public cloud machine learning (ML) and managed Kubernetes platforms. Triton helps standardize model deployment in production.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Machine learning engineers and data scientists seeking a tool to optimize their deep learning operations

Audience

Developers and companies searching for an inference server solution to improve AI production

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

NVIDIA
Founded: 1993
United States
developer.nvidia.com/tensorrt

Company Information

NVIDIA
United States
developer.nvidia.com/nvidia-triton-inference-server

Alternatives

OpenVINO

OpenVINO

Intel

Alternatives

NVIDIA NIM

NVIDIA NIM

NVIDIA
AWS Neuron

AWS Neuron

Amazon Web Services

Categories

Categories

Integrations

NVIDIA DeepStream SDK
NVIDIA Morpheus
PyTorch
TensorFlow
Amazon Elastic Container Service (Amazon ECS)
Amazon SageMaker
Azure Machine Learning
FauxPilot
Google Kubernetes Engine (GKE)
Hugging Face
Kimi K2
NVIDIA AI Enterprise
NVIDIA Clara
NVIDIA DRIVE
NVIDIA NIM
NVIDIA Riva Studio
NVIDIA virtual GPU
RankGPT
Rosepetal AI
Vertex AI

Integrations

NVIDIA DeepStream SDK
NVIDIA Morpheus
PyTorch
TensorFlow
Amazon Elastic Container Service (Amazon ECS)
Amazon SageMaker
Azure Machine Learning
FauxPilot
Google Kubernetes Engine (GKE)
Hugging Face
Kimi K2
NVIDIA AI Enterprise
NVIDIA Clara
NVIDIA DRIVE
NVIDIA NIM
NVIDIA Riva Studio
NVIDIA virtual GPU
RankGPT
Rosepetal AI
Vertex AI
Claim NVIDIA TensorRT and update features and information
Claim NVIDIA TensorRT and update features and information
Claim NVIDIA Triton Inference Server and update features and information
Claim NVIDIA Triton Inference Server and update features and information