公开(公告)号：US10956132B1

公开(公告)日：2021-03-23

申请号：US16005372

申请日：2018-06-11

Applicant: Amazon Technologies, Inc.

Inventor： Donald Erik Schneider ,  David Said Martinez ,  Ryan Thomas ,  Alex Guazzelli ,  Fletcher Liverance ,  Stephanie Moyerman ,  Ramesh Sekaran ,  John Sitar

IPC: G06F8/40 ,  G06N20/00 ,  G06N5/04

Abstract: Methods, systems, and computer-readable media for unified code and data management for machine learning models are disclosed. A plurality of dependency graphs, including a first dependency graph and a second dependency graph, are generated. The graphs comprise nodes associated with a software development model or machine learning model, and the nodes represent transforms. One or more transforms of the first dependency graph are used to generate first output corresponding to a node in the second dependency graph. One or more transforms of the second dependency graph are used to generate second output based at least in part on the first output.