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This patch implements the `RandomGenerator`, a new input generator that enables conformance testing for functions with large input spaces (e.g., double-precision math functions). **Architectural Refactoring** To support different generation strategies in a clean and extensible way, the existing `ExhaustiveGenerator` was refactored into a new class hierarchy: * A new abstract base class, `RangeBasedGenerator`, was introduced using the Curiously Recurring Template Pattern (CRTP). It contains the common logic for generators that operate on a sequence of ranges. * `ExhaustiveGenerator` now inherits from this base class, simplifying its implementation. **New Components** * The new `RandomGenerator` class also inherits from `RangeBasedGenerator`. It implements a strategy that randomly samples a specified number of points from the total input space. * Random number generation is handled by a new, self-contained `RandomState` class (a `xorshift64*` PRNG seeded with `splitmix64`) to ensure deterministic and reproducible random streams for testing. **Example Usage** As a first use case and demonstration of this new capability, this patch also adds the first double-precision conformance test for the `log` function. This test uses the new `RandomGenerator` to validate the implementations from the `llvm-libm`, `cuda-math`, and `hip-math` providers.
The LLVM/Offload Subproject
The Offload subproject aims at providing tooling, runtimes, and APIs that allow users to execute code on accelerators or other "co-processors" that may or may not match the architecture of their "host". In the long run, all kinds of targets are in scope of this effort, including but not limited to: CPUs, GPUs, FPGAs, AI/ML accelerators, distributed resources, etc.
For OpenMP offload users, the project is ready and fully usable. The final API design is still under development. More content will show up here and on our webpage soon. In the meantime, people are encouraged to participate in our meetings (see below) and check our development board as well as the discussions on Discourse.
Meetings
Every second Wednesday, 7:00 - 8:00am PT, starting Jan 24, 2024. Alternates with the OpenMP in LLVM meeting. invite.ics Meeting Minutes and Agenda