Platform ModelΒΆ

The platform model for oneAPI is based upon the SYCL* platform model. It specifies a host controlling one or more devices. A host is the computer, typically a CPU-based system executing the primary portion of a program, specifically the application scope and the command group scope. The host coordinates and controls the compute work that is performed on the devices. A device is an accelerator, a specialized component containing compute resources that can quickly execute a subset of operations typically more efficiently than the CPUs in the system. Each device contains one or more compute units that can execute several operations in parallel. Each compute unit contains one or more processing elements that serve as the individual engine for computation.

A system can instantiate and execute several platforms simultaneously, which is desirable because a particular platform may only target a subset of the available hardware resources on a system. However, a system typically includes one platform comprised of one or more supported devices, and the compute resources made available by those devices.

The following figure illustrates the relationships of the components in the platform model. One host communicates with one or more devices. Each device can contain one or more compute units. Each compute unit can contain one or more processing elements.

platform-model

The platform model is general enough to be mapped to several different types of devices, demonstrating the portability of DPC++ programs. The hierarchy on the device is also general and can be mapped to several different types of accelerators from FPGAs to GPUs and ASICs as long as these devices support the minimal requirements of the DPC++ programming model.

See also