Data Parallel C++ (DPC++) is just one of the many components of the oneAPI project. The Intel® oneAPI Level Zero (Level Zero) API provides low-level direct-to-metal interfaces that are tailored to the devices on a oneAPI project. While heavily influenced by other low-level APIs, such as OpenCL™ API, Level Zero is designed to evolve independently.
More information on Level Zero is available in the oneAPI Specification.
The packages you must install are intel-level-zero-gpu and level-zero.
Level Zero is supportable across different oneAPI compute device architectures. The Level Zero loader discovers all Level Zero drivers in the system. In addition, the Level Zero loader is also the Level Zero software development kit: It carries the Level Zero headers and libraries where you build Level Zero programs.
The Level Zero loader does not come with DPC++ and therefore must be installed independently.
More information about the Level Zero loader is available in the Loader section.
The first Level Zero driver was created to support an Intel graphics processing unit (GPU): Gen9+. The driver is open-source and regular public releases are maintained. It does not come with DPC++ and therefore must be installed independently. The Level Zero driver and OpenCL™ Driver come in the same package. More info about the Level Zero driver is available at GitHub.
DPC++ targets a variety of devices: CPU, GPU, and Field Programmable Gate Array (FPGA). Different devices can be operated through different low-level drivers, such as OpenCL for FPGA. The Plugin Interface (PI) is a unified DPC++ API for working with different devices in a unified way. Plugins of DPC++ implement specific translations of the PI API into low-level runtime. The Level Zero PI Plugin was created in DPC++ to enable devices supported through the Level Zero system. More information on PI is available at GitHub.
Scenario | Information |
---|---|
DPC++ Device Selection | The PI for DPC++ performs device discovery of all available devices through all available PI plugins. The same physical hardware device can be seen as multiple different DPC++ devices if multiple plugins support it (for example, OpenCL Gen90 and Level Zero Gen90). The DPC++ runtime performs device selection from the available devices based on device selectors. The device selectors can be user-defined or built in (for example, gpu_selector). |
Discovery of Multiple PI Plugins | The implication of support for the discovery of multiple plugins is that the same GPU card can be seen as multiple different GPU devices available under different PI plugins. NoteCorresponding runtimes (OpenCL and/or Level Zero) must be installed correctly and independently for PI to see their devices. The DPC++ /SYCL* specification does not define which device will be used if there are multiple devices that match criteria (for example, is_gpu()). |
Default Preference is Given to a Level Zero GPU on Linux* | By default, if no special action is taken and the Level Zero runtime reports support for the installed GPU, then the DPC++ runtime uses the installed GPU. This is true for standard built-in device selectors and custom device selectors, where no action is taken to change the default behavior. Currently, on Windows*, the preference is given to an OpenCL GPU. Devices that are not supported with the Level Zero runtime (CPU/FPGA) continue to run with OpenCL. |
How to Change the Default Preference | Use the SYCL_BE environment variable to change the default preference. The valid values are PI_OPENCL and PI_LEVEL0. For example, if you specify SYCL_BE=PI_OPENCL and the PI OpenCL plugin reports the availability of the device of the required type, then that device is used. It overrides the default preference that is given to the Level Zero GPU, if the GPU is supported by the installed version of OpenCL. NoteThe SYCL_BE setting only works when there are multiple choices.RecommendationIf your code does not work, try running it with SYCL_BE=PI_OPENCL to see if the problem is related to Level Zero. |
How to See Where the Code is Running | Use the SYCL_PI_TRACE=1 environment variable to see where your code is running. It reports the choice made by the built-in device selectors, if they are used. Use SYCL_PI_TRACE=-1 to enable verbose tracing of the PI and show all the devices detected by the PI discovery process. |
How to Load all SYCL Plugins Discovered in the System | Use the sycl-ls utility to load all the SYCL plugins on your system. This utility also queries all the platforms and devices available through the plugins. Verbose output is available with $ sycl-ls --verbose, which gives you the same choice that would be made by a standard built-in device selector. |