Video upsampling using one or more neural networks

A processor, comprising:

• a graphics core comprising:
• an instruction cache;
• a cache/shared memory;
• floating point logic units to perform 16-bit, 32-bit, or 64-bit floating point operations;
• integer logic units;
• and
• matrix processing units (MPUs) to perform half-precision floating point and 8-bit integer operations;
• memory;
• and
• wherein the processor is to upsample a lower-resolution frame, blend the upsampled frame with data from a previous frame, upsample the lower-resolution frame using a neural network to infer an upsampled output frame, and blend the upsampled output frame with data from a previous frame.

A method, comprising:

• using a system-on-chip (SOC) to upsample a lower-resolution frame, wherein the SOC comprises:
• a graphics core comprising:
• an instruction cache;
• a cache/shared memory;
• floating point logic units to perform 16-bit, 32-bit, or 64-bit floating point operations;
• integer logic units;
• and
• matrix processing units (MPUs) to perform half-precision floating point and 8-bit integer operations;
• and
• memory;
• and
• blending, by the SOC, the upsampled frame with data from a previous frame;
• upsampling, by the SOC, another lower-resolution frame using a neural network to infer an upsampled output frame;
• and
• blending, by the SOC, the upsampled output frame with data from another previous frame.