Amazon Technologies, Inc.

Amol Ashok Lele

Stefano Stefani

Andrea Olgiati

Vladimir Zhukov

Lakshmi Naarayanan Ramakrishnan

Vikas Kumar

Rahul Raghavendra Huilgol

Jeffrey John Geevarghese

Denis Davydenko

Methods, systems, and computer-readable media for debugging and profiling of machine learning model training are disclosed. A machine learning analysis system receives data associated with training of a machine learning model. The data was collected by a machine learning training cluster. The machine learning analysis system performs analysis of the data associated with the training of the machine learning model. The machine learning analysis system detects one or more conditions associated with the training of the machine learning model based at least in part on the analysis. The machine learning analysis system generates one or more alarms describing the one or more conditions associated with the training of the machine learning model.

Debugging and profiling of machine learning model training

Growing community of inventors

Sunnyvale, CA, United States of America

Amol Ashok Lele