| === NVIDIA TensorRT === | |
| NVIDIA® TensorRT™ is a C++ library that facilitates high-performance inference | |
| on NVIDIA GPUs. TensorRT takes a trained network, which consists of a network | |
| definition and a set of trained parameters, and produces a highly optimized | |
| runtime engine that performs inference for that network. TensorRT provides APIs | |
| using C++ and Python that help to express deep learning models using the Network | |
| Definition API or load a pre-defined model using the parsers that allow TensorRT | |
| to optimize and run them on an NVIDIA GPU. TensorRT applies graph optimizations, | |
| layer fusion, among other optimizations, while also finding the fastest | |
| implementation of that model leveraging a diverse collection of highly optimized | |
| kernels. TensorRT also supplies a runtime that you can use to execute this | |
| network on NVIDIA’s GPUs. | |
| For more information about TensorRT, visit https://developer.nvidia.com/tensorrt. | |
| In previous TensorRT releases, PDF documentation was included inside the TensorRT | |
| package. The PDF documentation has been removed from the package in favor of | |
| online documentation, which is updated regularly. Online documentation can be | |
| found at https://docs.nvidia.com/deeplearning/tensorrt/latest/index.html. | |
| For details on TensorRT's license agreement, visit https://docs.nvidia.com/deeplearning/tensorrt/latest/reference/sla.html. | |
| === References === | |
| Quick Start Guide: https://docs.nvidia.com/deeplearning/tensorrt/latest/getting-started/quick-start-guide.html | |
| Release Notes: https://docs.nvidia.com/deeplearning/tensorrt/latest/getting-started/release-notes.html | |
| Support Matrix: https://docs.nvidia.com/deeplearning/tensorrt/latest/getting-started/support-matrix.html | |
| Installation Guide: https://docs.nvidia.com/deeplearning/tensorrt/latest/installing-tensorrt/overview.html | |
| C++ API: https://docs.nvidia.com/deeplearning/tensorrt/latest/inference-library/c-api-docs.html | |
| Python API: https://docs.nvidia.com/deeplearning/tensorrt/latest/inference-library/python-api-docs.html | |