DLA Piper LLP (US)
System and method for deploying and versioning machine learning models
Embodiments disclosed herein generally relate to a method and system for generating a container image. A computing system receives a request from a remote computer to provision a container comprising a machine learning model. The computing system generates a first API accessible by the remote computer. The computing system receives one or more parameters for the container via the API. The one or more parameters include a machine learning model type. The computing system retrieves from a library of a plurality of machine learning models a machine learning model corresponding to a type of model specified in the one or more parameters. The computing system generates a container image that includes the machine learning model. The computing system provisions a container based on the container image.
Capital One Services, LLC
G
G06N
inventional
Stephen Amit Micah Jason Qiaochu Geoffrey Sunil
Wylie Deshpande Price Hoover Tang Dagley Vasisht