Building Dynamo (dynamo build
)#
This guide explains how to use the dynamo build
command to containerize Dynamo inference graphs (pipelines) for deployment.
dynamo build
is a command-line tool that helps containerize inference graphs created with Dynamo SDK.
Run dynamo build --containerize
to build a stand-alone Docker container that encapsulates your entire inference graph.
The generated container-image can then be shared and/or run standalone.
[!Caution] This experimental feature is tested on the examples in the
examples/
directory. You need to make some modifications. Pay particular attention if your inference graph introduces custom dependencies.
Building a containerized inference graph#
The basic workflow for using dynamo build
includes:
Defining your inference graph and testing locally with
dynamo serve
.Specifying a base image for your inference graph. More on this below.
Running
dynamo build
to build a containerized inference graph.
Basic Usage#
dynamo build <graph_definition> --containerize