Google Inc.

Erin Hoffman-John

Alan Merzon

Ryan Poplin

Sanjeet Singh Mehat

Bradley Richard McKee

Adam Prins

Richard Wu

Andeep Toor

A game platform manages, on behalf of a game program, platform nodes used to execute game operations, such as physics operations, artificial intelligence operations, and player messaging operations. Via the game platform, the game program can implement relatively sophisticated and complex game operations. The game platform can implement each game operation at a corresponding platform node, wherein the platform node employs associated hardware to execute the game operation. The game platform can distribute the platform nodes at different sets of hardware resources, such as different servers, different hardware accelerators, and the like, and thereby implement more sophisticated game operations than can be implemented by the game program directly. The game platform communicates data between the game program and the platform nodes using a zero-copy transfer technique, thereby transferring data with relatively little latency.

Game platform using zero-copy data transfer

Systems and methods are provided for receiving at least one image and a reference image, and performing a plurality of downscaling operations having separable convolutions on the received at least one image. A plurality of residual blocks may be formed, with each residual block containing two separable convolutions of the kernel and two instance normalizations. A plurality of upscaling operations may be performed on the plurality of residual blocks, and a stylized image may be displayed based on at least the performed plurality of upscaling operations and the reference image.

High resolution real-time artistic style transfer pipeline

Growing community of inventors

Palo Alto, CA, United States of America

Erin Hoffman-John