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NVIDIA TensorRT Documentation

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NVIDIA TensorRT Documentation

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Table of Contents

Getting Started

Release Notes
Quick Start Guide
Support Matrix

Installing TensorRT

Overview
Prerequisites
Installing TensorRT
Upgrading TensorRT
Uninstalling TensorRT

Architecture

Overview
TensorRT’s Capabilities
How TensorRT Works

Inference Library

C++ API Documentation
Python API Documentation
Sample Support Guide
Advanced Topics
Working with Quantized Types
Accuracy Considerations
Working with Dynamic Shapes
Extending TensorRT with Custom Layers
Working with Loops
Working with Conditionals
Working with DLA

Performance

Best Practices

API

C++ API
Python API
API Migration Guide
ONNX GraphSurgeon API
Polygraphy API

Reference

Troubleshooting
Data Format Descriptions
Command-Line Programs
Operators Documentation
Additional Resources
Documentation Archives
LICENSE AGREEMENT
Glossary

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Last updated on Jun 12, 2025.