[VMVX] Enable scf.forall distribution for VMVX pipelines. (#23615) The iree_codegen.query_tile_sizes op was resolved during scf.for distribution. If we go with scf.forall distribution, it becomes `iree_codegen.ukernel.generic` before reconcile+resolve runs. Thus, it requires a workaround similar to the existing one. Further more, LowerUKernelOpsToCallsPass would lower it to a func.call which is memory-effecting and would be rejected by backward slice analysis. So we put the reconcile+resolve in between, which is the stage that we have enough information. - Move reconcile+resolve before LowerUKernelOpsToCallsPass in the VMVX variant pipeline. - Extend the WAR hack in materializeSliceFromOrdinals (TODO #13038) to also handle the lowered UKernelGenericOp form of query_tile_sizes, replacing it with a constant 16 in the workgroup count region. - Disable the distribution if it identifies that the distribution is already applied. Fixes https://github.com/iree-org/iree/issues/23588 --------- Signed-off-by: hanhanW <hanhan0912@gmail.com>
IREE (Intermediate Representation Execution Eenvironment, 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.