Split machine-learning assisted graphics rendering pipeline

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United States of America

PATENT NO 12039695
SERIAL NO

17666332

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Abstract

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In particular embodiments, the disclosure provides a method comprising: rendering, on a graphics processing unit (GPU), a low-resolution image associated with a scene, the low-resolution image having a resolution that is lower than a target resolution; transmitting a version of the low-resolution image to a neural accelerator; processing, on the neural accelerator, the version of the low-resolution image using a trained machine-learning model, thereby outputting a plurality of control parameters; transmitting the control parameters from the neural accelerator to the GPU; processing, on the GPU, the low-resolution image and the control parameters to construct a high-resolution image having the target resolution, wherein the GPU is programmed to determine a plurality of pixel weights for performing an interpolation using the control parameters; and outputting the high-resolution image.

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Patent Owner(s)

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META PLATFORMS TECHNOLOGIES LLC1601 WILLOW ROAD MENLO PARK CA 94025

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bastani, Behnam Palo Alto, US 64 508
Jiang, Haomiao Cupertino, US 14 64
Keeler, Todd Douglas Magrath, CA 7 13
Lansel, Steven Paul East Palo Alto, US 19 63
Rao, Padebettu Rohit San Mateo, US 4 10
Yang, Grant Kaijuin San Bruno, US 3 0

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