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TENSORRT

TensorRT

Nvidia software development kit for deep learning inference

TensorRT is a software development kit (SDK) and inference optimization runtime developed by Nvidia for deploying trained deep learning and machine learning

TensorRT

Nvidia

American multinational technology company

Communications Library PhysX (since 2018) TensorRT-LLM VDPAU Vibrante NemoClaw CUDA DLSS GameWorks Omniverse OptiX TensorRT Nvidia GPUs are used in deep learning

Nvidia

VLLM

Open-source software for large language model inference

and AMD GPUs, Google TPUs, AWS Trainium, and Intel processors. SGLang TensorRT-LLM llama.cpp OpenVINO Open Neural Network Exchange Comparison of deep

VLLM

Large language model

Type of machine learning model

inference engine and framework for large language models and multimodal models TensorRT-LLM — open-source toolkit for optimizing and serving large language models

Large language model

Large_language_model

SGLang

Open-source framework for large language model inference

developed at universities llama.cpp OpenVINO Open Neural Network Exchange TensorRT-LLM vLLM Comparison of deep learning software Comparison of machine learning

SGLang

Nvidia Jetson

Series of embedded computing boards by Nvidia

Jetson OS. It is packaged with newer versions of Tegra System Profiler, TensorRT, and cuDNN from the last release. RedHawk Linux is a high-performance RTOS

Nvidia Jetson

Nvidia_Jetson

Retrieval-based Voice Conversion

Voice conversion software

frameworks. Optimizations include converting the inference graph to ONNX or TensorRT formats, reducing latency. Audio buffers are typically processed in chunks

Retrieval-based Voice Conversion

Retrieval-based_Voice_Conversion

PyTorch

Deep learning library

between frameworks and optimized for execution providers like NVIDIA’s TensorRT. Caffe2 was merged into PyTorch at the end of March 2018. In September

PyTorch

Lists of open-source artificial intelligence software

– Intel's toolkit for optimizing deep learning models for edge devices TensorRT-LLM — Nvidia toolkit for optimizing and deploying large language models

Lists of open-source artificial intelligence software

Lists_of_open-source_artificial_intelligence_software

Speculative decoding

Google Search. Open-source inference frameworks such as vLLM, NVIDIA's TensorRT-LLM, and SGLang all include built-in support for speculative decoding and

Speculative decoding

Speculative_decoding

Comparison of deep learning software

Tabular comparison of deep learning software

roadmap but already with SYCL support Yes Yes Yes Yes Yes Yes Yes Yes Yes TensorRT Nvidia 2017 Proprietary No Linux, Windows on Nvidia GPUs C++, Python, CUDA

Comparison of deep learning software

Comparison_of_deep_learning_software

TensorFlow

Machine learning software library

Differentiable programming Keras Open-source artificial intelligence TensorFlow Hub TensorRT "Credits". TensorFlow.org. Archived from the original on November 17, 2015

TensorFlow

PagedAttention

Attention algorithm for efficient large language model serving

industry norm in LLM serving frameworks, citing support in TGI, vLLM, and TensorRT-LLM. Subsequent work has described trade-offs in the approach. The 2025

PagedAttention