Glossary

Administrator (User)

a user that sets up and maintains the inference server deployment container(s)

Chain

a linear ensemble where all the output tensors of one stage are inputs to the same next stage without having loops, broadcasts or concatenations

Client (User)

a user that interacts with a running server using its APIs to send it inference requests

Container (Docker)

a standard unit of software that packages up code and all its dependencies so the application runs quickly and reliably from one computing environment to another 1

see also: image

Developer (User)

a user that uses the development container to build and test the server executable

Ensemble

a logical pipeline of workers to execute a graph of computations where the output tensors of one model are passed as input to others

EULA

End User License Agreement

Image (Docker)

a lightweight, standalone, executable package of software that includes everything needed to run an application: code, runtime, system tools, system libraries and settings 1

see also: containers

Model repository

a directory that exists on the host machine where the server container is running and it holds the models you want to serve and their associated metadata in a standard structure

User

anything or anyone that uses the AMD Inference Server i.e. clients, administrators, or developers

VART

Vitis AI Runtime: enables applications to use the unified high-level runtime API for both Cloud and Edge

XRT

Xilinx Runtime Library: an open-source standardized software interface that facilitates communication between the application code and the accelerated-kernels deployed on the reconfigurable portion of PCIe-based Alveo accelerator cards, Zynq-7000, Zynq UltraScale+ MPSoC based embedded platforms or Versal ACAPs

1(1,2)

https://www.docker.com/resources/what-container/