Summary: Currently we have this `__tgt_device_image` indirection which just takes a reference to some pointers. This was all find and good when the only usage of this was from a section of GPU code that came from an ELF constant section. However, we have expanded beyond that and now need to worry about managing lifetimes. We have code that references the image even after it was loaded internally. This patch changes the implementation to instaed copy the memory buffer and manage it locally. This PR reworks the JIT and other image handling to directly manage its own memory. We now don't need to duplicate this behavior externally at the Offload API level. Also we actually free these if the user unloads them. Upside, less likely to crash and burn. Downside, more latency when loading an image.
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