Multi-tile memory management for detecting cross tile access providing multi-tile inference scaling and providing page migration

A method comprising:

• facilitating, by graphics processing circuitry of a computing device, the memory controller to send a message to a graphics driver to initiate data transfer when frequent cross tile memory accesses occur between a first graphics processing unit (GPU) and a second GPU having a first local memory and a second local memory, respectively, wherein content of the data transfer is accessed by the first GPU via the first local memory and by the second GPU via the second local memory, wherein the first GPU includes a memory controller;
• and
• performing a page allocation to the first local memory when a first access to a page occurs in the second local memory, wherein the graphics processing circuitry is further to enable split frame between the first GPU and the second GPU.

At least one non-transitory computer-readable medium having stored thereon instructions which, when executed, cause a computing device to perform operations comprising:

• facilitating, by graphics processing circuitry of the computing device, the memory controller to send a message to a graphics driver to initiate data transfer when frequent cross tile memory accesses occur between a first graphics processing unit (GPU) and a second GPU having a first local memory and a second local memory, respectively, wherein content of the data transfer is accessed by the first GPU via the first local memory and by the second GPU via the second local memory, wherein the first GPU includes a memory controller;
• and
• performing a page allocation to the first local memory when a first access to a page occurs in the second local memory, wherein the graphics processing circuitry is further to enable split frame between the first GPU and the second GPU.