TensorRT SDK | NVIDIA Developer
TensorRT is an ecosystem of APIs for building and deploying high-performance deep learning inference. It offers a variety of inference solutions for different developer requirements.
TensorRT - Get Started | NVIDIA Developer
NVIDIA® TensorRT™ is an ecosystem of APIs for high-performance deep learning inference. The TensorRT inference library provides a general-purpose AI compiler and an inference runtime that …
TensorRT for RTX Download - NVIDIA Developer
Engines built with TensorRT for RTX are portable across GPUs and OS – allowing build once, deploy anywhere workflows. TensorRT for RTX supports NVIDIA GeForce and RTX GPUs from the Turing …
NVIDIA TensorRT 10.0 Upgrades Usability, Performance, and AI Model ...
May 14, 2024 · TensorRT includes inference runtimes and model optimizations that deliver low latency and high throughput for production applications. This post outlines the key features and upgrades of …
Speeding Up Deep Learning Inference Using TensorRT
Apr 21, 2020 · TensorRT provides APIs and parsers to import trained models from all major deep learning frameworks. It then generates optimized runtime engines deployable in the datacenter as …
NVIDIA TensorRT for RTX Introduces an Optimized Inference AI Library …
May 19, 2025 · TensorRT for RTX is available in the Windows ML public preview and will be available as a standalone library from developer.nvidia.com in June, allowing developers to accelerate CNNs, …
Speeding Up Deep Learning Inference Using NVIDIA TensorRT (Updated)
Jul 20, 2021 · TensorRT provides APIs and parsers to import trained models from all major deep learning frameworks. It then generates optimized runtime engines deployable in the datacenter as …
TensorRT-LLM for Jetson - NVIDIA Developer Forums
Nov 13, 2024 · TensorRT-LLM is a high-performance LLM inference library with advanced quantization, attention kernels, and paged KV caching. Initial support for TensorRT-LLM in JetPack 6.1 has been …
Optimizing Inference on Large Language Models with NVIDIA …
Oct 19, 2023 · Today, NVIDIA announces the public release of TensorRT-LLM to accelerate and optimize inference performance for the latest LLMs on NVIDIA GPUs. This open-source library is …
NVIDIA Announces TensorRT 8.2 and Integrations with PyTorch and ...
Dec 2, 2021 · Learn about TensorRT 8.2 and the new TensorRT framework integrations, which accelerate inference in PyTorch and TensorFlow with just one line of code.