Google Inc.

Mark Heffernan

Robert Hundt

Jingyue Wu

Eli Bendersky

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating efficient compiled code. In an example method, a compilation system obtains an un-optimized computational graph comprising a plurality of nodes representing operations and directed edges representing data dependencies. The un-optimized computational graph is analyzed using pattern matching to determine fusable operations that can be fused together into a single fusion operation. The un-optimized computational graph is transformed into an optimized computational graph by replacing the nodes representing the fusable operations in the un-optimized computational graph with a fusion node representing the single fusion operation. The compilation system produces efficient code by translating the fusion node of the optimized computational graph as a call that performs the fused operations.

Loop and library fusion

Systems and methods for accessing locally-stored content for a web application are disclosed. In some aspects, a user input for requesting a web application is received at a client computing device. A network request for the web application is provided via a network. That software code for the web application is stored in local storage of the client computing device is determined. The stored software code for the web application is placed into a random access memory (RAM) of the client computing device. At least a portion of the stored software code is precompiled prior to receiving a response to the network request.

Growing community of inventors

Mountain View, CA, United States of America

Mark Heffernan