Loading…
View analytic
Thursday, October 18 • 2:30pm - 3:00pm
Implementing an OpenCL compiler for CPU in LLVM

Sign up or log in to save this to your schedule and see who's attending!

Compiling a heterogeneous language for a CPU in an optimal way is a challenge, OpenCL C/SPIR-V specifics require additions and modifications of the old-fashioned driver approach and compilation flow. Coupled together with aggressive just-in-time code optimizations, interfacing with OpenCL runtime, standard OpenCL C functions library, etc. implementation of OpenCL for CPU comprises a complex structure. We’ll cover Intel’s approach in hope of revealing common patterns and design solutions, discover possible opportunities to share and collaborate with other OpenCL CPU vendors under LLVM umbrella! This talk will describe the compilation of OpenCL C source code down to machine instructions and interacting with OpenCL runtime, illustrate different paths that compilation may take for different modes (classic online/OpenCL 2.1 SPIR-V path vs. OpenCL 1.2/2.0 with device-side enqueue and generic address space), put particular emphasis on the resolution of CPU-unfriendly OpenCL aspects (barrier, address spaces, images) in the optimization flow, explain why OpenCL compiler frontend can easily handle various target devices (GPU/CPU/FGPA/DSP etc.) and how it all neatly revolves around LLVM/clang & tools.

Speakers

Thursday October 18, 2018 2:30pm - 3:00pm
1 - General Session (Rm LL20ABC)

Attendees (29)