| commit | 8c7e3c93294f9ea9c9133513b5b4b710f16ef024 | [log] [tgz] |
|---|---|---|
| author | Ben Vanik <ben.vanik@gmail.com> | Thu Jan 25 13:24:16 2024 -0800 |
| committer | Ben Vanik <ben.vanik@gmail.com> | Fri Jan 26 12:42:39 2024 -0800 |
| tree | 7ddd1f1476e724d35f95f9df923c7ff7cfc11a18 | |
| parent | b01cf582b16cd83209881ba1b94618d57c8ce89c [diff] |
Switching code to use FunctionOpInterface instead of FuncOp. There's lots of tech debt around func.func, it turns out. As many uses of func (besides creation) have been switched to the FunctionOpInterface as a first step toward support non-func dialects. These changes will also allow more passes to correctly operate on initializers and future dispatch export ops that carry more information than func.func allows. Codegen is welcome to keep using func where it wants as it's more aligned with upstream than the rest of the compiler but there was a lot of unnecessary coupling to func that predated the existence of the FunctionOpInterface/CallOpInterface this cleans up. There's a few places that still rely on func that don't really need it but they aren't trivial to switch and the hope is that the bulk of the cleanup here (passes, basic walks/iteration, etc) will make them easier to burn down now that they are the exception rather than the rule. Progress on #16187.
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.