Workload scheduling and distribution on a distributed graphics device

A non-transitory machine-readable medium storing instructions which cause one or more processors to perform operations, wherein the one or more processors include a graphics processor and the operations comprise:

• receiving a set of commands for a workload having a first partition and a second partition;
• submitting the set of commands to a first tile of graphics processing resources of the graphics processor;
• submitting the set of commands to a second tile of graphics processing resources of the graphics processor, the second tile of graphics processing resources including circuitry to accelerate a matrix operation;
• at the first tile of graphics processing resources, reading a first partition identifier from a first hardware context, the first partition identifier associated with the first partition, and conditionally executing commands of the first partition while bypassing commands of the second partition;
• and
• at the second tile of graphics processing resources, reading a second partition identifier from a second hardware context, the second partition identifier associated with the second partition, and conditionally executing commands of the second partition while bypassing commands of the first partition, wherein conditionally executing the commands of the second partition includes executing a command associated with the matrix operation.

A data processing system comprising:

• a host interconnect;
• and
• a graphics processor coupled with the host interconnect, the graphics processor including a first tile of graphics processing resources and a second tile of graphics processing resources, the second tile of graphics processing resources including circuitry to accelerate a matrix operation, wherein the graphics processor is configured to be presented to a host processor of the data processing system as a single device, and the graphics processor includes hardware circuitry to:
• receive, via the host interconnect, a set of commands for a workload having a first partition and a second partition;
• submit the set of commands to a first tile of graphics processing resources of the graphics processor;
• submit the set of commands to a second tile of graphics processing resources of the graphics processor;
• at the first tile of graphics processing resources, read a first partition identifier from a first hardware context, the first partition identifier associated with the first partition, and conditionally execute commands of the first partition while bypassing commands of the second partition;
• and
• at the second tile of graphics processing resources, read a second partition identifier from a second hardware context, the second partition identifier associated with the second partition, and conditionally execute commands of the second partition while bypassing commands of the first partition, wherein to conditionally execute the commands of the second partition includes to execute a command associated with the matrix operation.