[llvm-dev] [RFC] Upstreaming a proper SPIR-V backend
Trifunovic, Konrad via llvm-dev
llvm-dev at lists.llvm.org
Tue Mar 2 03:07:36 PST 2021
Hi,
A very good question. I was actually expecting it 😊
So, at the moment, it does not integrate into MLIR SPIRV backend and we have not thought about it. I guess You are referring to having a SPV dialect in MLIR and using a 'serialize' option to produce a SPIR-V binary?
I agree that developing two backends in parallel is a bit redundant. If SPIR-V LLVM backend becomes a production quality it means actually it could consume any LLVM IR (provided it does conform to some SPIR-V restrictions).
By any LLVM IR input I mean: it should be irrelevant whether it is produced by a clang, MLIR to LLVM IR lowering or just some other front-end that produces LLVM IR.
The biggest 'impedance mismatch' that I currently see is that SPV MLIR dialect is now targeted mostly at Vulkan, while LLVM SPIR-V backend targets compute. Besides instruction set, the fundamental difference is a memory model.
So if we want to unify those, we should actually make SPIR-V LLVM backend able to produce Vulkan dialect of SPIR-V as well.
My answer is a bit elusive, but I totally agree with Your proposal: we should work towards having a one solution, and, LLVM SPIR-V backend seems like a more universal one (since it sits lower in the compiler stack).
My proposal would be to include some MLIR -> LLVM-IR translated code in the testing so to have this final goal in mind.
PS: one more thought: SPIR-V does come with a set of builtin/intrinsic functions that expose the full capabilities of target architecture (mostly GPU). This set of intrinsics is actually a dialect in its own. So this is LLVM IR + SPIR-V specific intrinsics and their semantics that fully define the SPIR-V dialect at LLVM IR level. I believe this idea could be used in MLIR path: MLIR -> LLVM-IR with SPIR-V intrinsics (let's call it a LLVM IR SPIR-V dialect) -> SPIR-V binary (generated by a backend). So the idea of 'SPIR-V dialect' still exists, it is just now expressed at the LLVM IR level.
regards,
konrad
> From: Renato Golin <rengolin at gmail.com>
> Sent: Tuesday, March 2, 2021 11:12 AM
> To: Trifunovic, Konrad <konrad.trifunovic at intel.com>
> Cc: llvm-dev at lists.llvm.org; Paszkowski, Michal <michal.paszkowski at intel.com>; Bezzubikov, Aleksandr <aleksandr.bezzubikov at intel.com>; Tretyakov, Andrey1 <andrey1.tretyakov at intel.com>
> Subject: Re: [llvm-dev] [RFC] Upstreaming a proper SPIR-V backend
>
> On Tue, 2 Mar 2021 at 09:36, Trifunovic, Konrad via llvm-dev <mailto:llvm-dev at lists.llvm.org> wrote:
> Hi all,
>
> We would like to propose this RFC for upstreaming a proper SPIR-V backend to LLVM:
>
> Hi,
>
> Perhaps a parallel question: how does that integrate with MLIR's SPIRV back-end?
>
> If this proposal goes through and we have a production-quality SPIRV back-end in LLVM, do we remove MLIR's own version and lower to LLVM, then to SPIRV? Or do we still need the MLIR version?
>
> In a perfect world, translating to LLVM IR then to SPIRV shouldn't make a difference, but there could be some impedance mismatch between MLIR->LLVM lowering that isn't compatible with SPIRV?
>
> But as a final goal, if SPIRV becomes an official LLVM target, it would be better if we could iron out the impedance problems and keep only one SPIRV backend.
>
> cheers,
> --renato
>
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