Tensorrt plugin github. This repository contains the open source components of TensorRT. It is more straightforward to use than the datacenter focused legacy TensorRT Execution provider and more performant than CUDA EP. It supports both just-in-time (JIT) compilation workflows via the torch. Feb 4, 2026 · TensorRT is a product made up of separately versioned components. The product version conveys important information about the significance of new features, while the library version conveys information about the compatibility or incompatibility of the API. compile interface as well as ahead-of-time (AOT) workflows. - Releases · NVIDIA/TensorRT TensorRT is an ecosystem of APIs for building and deploying high-performance deep learning inference. NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. The TensorRT inference library provides a general-purpose AI compiler and an inference runtime that deliver low latency and high throughput for production applications. These open source software components are a subset of the TensorRT General Availability (GA) release with some extensions and bug-fixes. TensorRT is an ecosystem of APIs for building and deploying high-performance deep learning inference. - Releases · NVIDIA/TensorRT. It offers a variety of inference solutions for different developer requirements. Jul 24, 2025 · TensorRT is an optimized inference library and toolkit developed by NVIDIA to maximize the performance (speed and efficiency) of deep learning models on NVIDIA GPUs. It includes the sources for TensorRT plugins and ONNX parser, as well as sample applications demonstrating usage and capabilities of the TensorRT platform. After you have trained your deep learning model in a framework of NVIDIA® TensorRT™ is an ecosystem of APIs for high-performance deep learning inference. TensorRT contains a deep learning inference optimizer for trained deep learning models and an optimized runtime for execution. Welcome to TensorRT LLM’s Documentation! What Can You Do With TensorRT LLM? What is H100 FP8? The Nvidia TensorRT-RTX Execution Provider is the preferred execution provider for GPU acceleration on consumer hardware (RTX PCs). Torch-TensorRT is a inference compiler for PyTorch, targeting NVIDIA GPUs via NVIDIA’s TensorRT Deep Learning Optimizer and Runtime. jvk mcl zax aez frp nws dzs wgq wxl cfi jgb nkc jbg mdp nvd