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Adam Optimization Solver for the Neural Network Algorithm

Artificial Intelligence → Data Mining

Adam is an optimization solver for the Neural Network algorithm that is computationally efficient, requires little memory, and is well suited for problems that are large in terms of data or parameters or both.

Business Benefit: Adam is a popular extension to stochastic gradient descent. It uses mini-batch optimization and can make progress faster while seeing less data than the other Neural Network optimization solver, Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) with line search.

Release Availability
11.2
12.1
12.2
18c
19c
21c
23ai
Parent Feature
Oracle Machine Learning
Available On
  • Oracle Database FREE
  • Standard Edition 2
  • Enterprise Edition
  • Oracle Database Appliance
  • Exadata
  • Exadata Database Service on Dedicated Infrastructure / Cloud@Customer
  • Database Cloud Service Standard Edition
  • Database Cloud Service Enterprise Edition
  • Database Cloud Service Enterprise Edition - High Performance
  • Database Cloud Service Enterprise Edition - Extreme Performance

Notes:

Oracle Machine Learning no longer requires an extra cost license. See Oracle Database Insider blog post for more information.

Initial Release
21c
DISCLAIMER
The information in this application is subject to change at any time. Oracle Corporation and its affiliates disclaim any liability for incomplete or inaccurate information contained herein. If you have a question about your licensing needs, contact your Oracle sales representative, or refer to Licensing Information User Manual and Licensing Guidelines.
Release 1.0