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Understanding TritonServer Cache Manager Architecture and Implementation

Overview TritonServer implements a caching layer to boost inference performence. The core mechanism involves storing inference request results in cache. When subsequent identical requests arrive, Triton can retrieve results directly from cache instead of re-executing inference, significantly reducin...

Implementing Custom TritonServer Backends in C++ and Python

Environment Setup CMake Installation TritonServer backend compilation requires CMake 3.17 or higher. Download the latest version (3.28) from the official repository: wget https://github.com/Kitware/CMake/releases/download/v3.28.1/cmake-3.28.1.tar.gz Extract and configure: tar zxvf cmake-3.28.1.tar.g...