The `DeviceAdapter` provides an abstract interface to the accelerator devices worklets and other algorithms run on. As such, the programmer has less control about how the device launches each worklet. Each device adapter has its own configuration parameters and other ways to attempt to optimize how things are run, but these are always a universal set of options that are applied to everything run on the device. There is no way to specify launch parameters for a particular worklet. To provide this information, VTK-m now supports `Hint`s to the device adapter. The `DeviceAdapterAlgorithm::Schedule` method takes a templated argument that is of the type `HintList`. This object contains a template list of `Hint` types that provide suggestions on how to launch the parallel execution. The device adapter will pick out hints that pertain to it and adjust its launching accordingly. These are called hints rather than, say, directives, because they don't force the device adapter to do anything. The device adapter is free to ignore any (and all) hints. The point is that the device adapter can take into account the information to try to optimize for itself. A provided hint can be tied to specific device adapters. In this way, an worklet can further optimize itself. If multiple hints match a device adapter, the last one in the list will be selected. The `Worklet` base now has an internal type named `Hints` that points to a `HintList` that is applied when the worklet is scheduled. Derived worklet classes can provide hints by simply defining their own `Hints` type.
1.7 KiB
Add hints to device adapter scheduler
The DeviceAdapter
provides an abstract interface to the accelerator
devices worklets and other algorithms run on. As such, the programmer has
less control about how the device launches each worklet. Each device
adapter has its own configuration parameters and other ways to attempt to
optimize how things are run, but these are always a universal set of
options that are applied to everything run on the device. There is no way
to specify launch parameters for a particular worklet.
To provide this information, VTK-m now supports Hint
s to the device
adapter. The DeviceAdapterAlgorithm::Schedule
method takes a templated
argument that is of the type HintList
. This object contains a template
list of Hint
types that provide suggestions on how to launch the parallel
execution. The device adapter will pick out hints that pertain to it and
adjust its launching accordingly.
These are called hints rather than, say, directives, because they don't force the device adapter to do anything. The device adapter is free to ignore any (and all) hints. The point is that the device adapter can take into account the information to try to optimize for itself.
A provided hint can be tied to specific device adapters. In this way, an worklet can further optimize itself. If multiple hints match a device adapter, the last one in the list will be selected.
The Worklet
base now has an internal type named Hints
that points to a
HintList
that is applied when the worklet is scheduled. Derived worklet
classes can provide hints by simply defining their own Hints
type.
This feature is experimental and consequently hidden in an internal
namespace.