commit | 3a3c1a4fd5e397f9860530598f064322a475c35f | [log] [tgz] |
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author | bjacob <benoitjacob@google.com> | Wed Nov 08 12:29:25 2023 -0500 |
committer | GitHub <noreply@github.com> | Wed Nov 08 12:29:25 2023 -0500 |
tree | 2e8e92ae66f8bb172c41730f47bd9eb6ec79fbd5 | |
parent | 87ed5fc589ff7501a4dad96888e30ecf4890eae6 [diff] |
Fix `fp16` feature on arm64: the proper feature name is `fullfp16`, not `fp16`. (#15479) The symptom being fixed here is these warnings while building `iree-test-deps` on arm64: ``` '+fp16' is not a recognized feature for this target (ignoring feature) ``` This was saying that bytecode modules that are meant to be compiled with fp16 native arithmetic instructions were actually compiled without them, falling back on slower paths converting to fp32. The problem was that we were mixing up two concepts in the LLVM AArch64 target: "extension" vs "feature". The features are the individual, mutually orthogonal things that we want to be working with here. The feature name here is `fullfp16`. Extensions are a higher-level construct, a group of features. Many extensions contain only one feature, and in that case, most of the time, the extension name equals the feature name. But `fp16` is an exception: https://github.com/llvm/llvm-project/blob/26ab444e88fc8fdd554e5a9381a68b7b5e63b6fd/llvm/lib/Target/AArch64/AsmParser/AArch64AsmParser.cpp#L3639 I think the most important dimension here is orthogonality. Features are mutually orthogonal, so they are what we want to reflect in our own CPU feature bits. The one place where we need to keep working with extensions is in Clang copts, when building either native code or bitcode in ukernels. There, the `-march=armv8.2-a+...` wants extensions, not features.
IREE (Intermediate Representation Execution Environment, pronounced as “eerie”) is an MLIR-based end-to-end compiler and runtime that lowers Machine Learning (ML) models to a unified IR that scales up to meet the needs of the datacenter and down to satisfy the constraints and special considerations of mobile and edge deployments.
See our website for project details, user guides, and instructions on building from source.
IREE is still in its early phase. We have settled down on the overarching infrastructure and are actively improving various software components as well as project logistics. It is still quite far from ready for everyday use and is made available without any support at the moment. With that said, we welcome any kind of feedback on any communication channels!
See our website for more information.
IREE is licensed under the terms of the Apache 2.0 License with LLVM Exceptions. See LICENSE for more information.