Net Navigation Systems, LLC

Applied Micro Circuits Corporation

Google Inc.

Andrew Li

Asad Khamisy

Michael Lau

Norman Paul Jouppi

Quoc V Le

Ruoming Pang

Sheng Li

Liqun Cheng

Mingxing Tan

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for determining an architecture for a task neural network that is configured to perform a particular machine learning task on a target set of hardware resources. When deployed on a target set of hardware, such as a collection of datacenter accelerators, the task neural network may be capable of performing the particular machine learning task with enhanced accuracy and speed.

Hardware-optimized neural architecture search

A traffic manager includes an execution unit that is responsive to instructions related to queuing of data in memory. The instructions may be provided by a network processor that is programmed to generate such instructions, depending on the data. Examples of such instructions include (1) writing of data units (of fixed size or variable size) without linking to a queue, (2) re-sequencing of the data units relative to one another without moving the data units in memory, and (3) linking the previously-written data units to a queue. The network processor and traffic manager may be implemented in a single chip.

Programmable queuing

Programmable queuing instruction set

Instruction set for programmable queuing

Growing community of inventors

Sunnyvale, CA, United States of America

Andrew Li