[StableHLO] Legalize composite ops to calls in the input pipeline (#24777)
The StableHLO input conversion pipeline had no handling for
`stablehlo.composite`, so any composite reaching the conversion to
Linalg failed with:
```
error: failed to legalize operation 'stablehlo.composite' that was explicitly marked illegal
```
JAX emits composites for some CHLO operations, e.g.
```
%0 = stablehlo.composite "chlo.acos" %arg0
{decomposition = @chlo.acos.impl, version = 1 : i32}
: (tensor<8x32xf32>) -> tensor<8x32xf32>
```
which made such models uncompilable.
Run `stablehlo-legalize-composite-to-call` early in the pipeline, right
after deserialization. It replaces each composite with a call to the
function holding its decomposition, which the inliner later in the
pipeline folds away, so the remaining conversions only ever see the
decomposed form. The pass is given an explicit empty exception list to
document where composites that should be preserved as a unit can be
opted out.
Signed-off-by: Paul Stark <paul.stark@cdprojektred.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>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.
Releases notes are published on GitHub releases.
| Package | Release status |
|---|---|
| GitHub release (stable) | |
| GitHub release (nightly) | |
iree-base-compiler | |
iree-base-runtime |
For more details on the release process, see https://iree.dev/developers/general/release-management/.
| Operating system | Build status |
|---|---|
| Linux | |
| macOS | |
| macOS |
For the full list of workflows see https://iree.dev/developers/general/github-actions/.
See our website for more information.
Community meeting recordings: IREE YouTube channel
| Date | Title | Recording | Slides |
|---|---|---|---|
| 2025-06-10 | Data-Tiling in IREE: Achieving High Performance Through Compiler Design (AsiaLLVM) | recording | slides |
| 2025-05-17 | Introduction to GPU architecture and IREE's GPU CodeGen Pipeline | recording | slides |
| 2025-02-12 | The Long Tail of AI: SPIR-V in IREE and MLIR (Vulkanised) | recording | slides |
| 2024-10-01 | Unveiling the Inner Workings of IREE: An MLIR-Based Compiler for Diverse Hardware | recording | |
| 2021-06-09 | IREE Runtime Design Tech Talk | recording | slides |
| 2020-08-20 | IREE CodeGen (MLIR Open Design Meeting) | recording | slides |
| 2020-03-18 | Interactive HAL IR Walkthrough | recording | |
| 2020-01-31 | End-to-end MLIR Workflow in IREE (MLIR Open Design Meeting) | recording | slides |
IREE is licensed under the terms of the Apache 2.0 License with LLVM Exceptions. See LICENSE for more information.