[RVV] Enable SpaceMiT vendor IME (#24706) ## Summary This PR adds an s8s8s32 mmt4d ukernel for SpaceMiT IME (`+xsmtvdot` / `smt.vmadot`) and wires the compiler to use it. The tile is fixed at 12x16x8 (3x4 grid of 4x4x8 atoms). Under `+xsmtvdot` we select that shape and auto-enable mmt4d; plain `+v` targets are unchanged. Also, runtime detection can't use the usual ISA hwprobe bits for this vendor extension, so we set the feature bit from SpaceMiT X60 `mvendorid`/`marchid`. And adds lit coverage, mmt4d unit/benchmark entries, and an `riscv_64:ime:+v,+zvl256b,+xsmtvdot` e2e matmul variant. Validated on Banana Pi (BPI-F3 / X60): cpuinfo, mmt4d_test, and the ukernel e2e path. Fixes #24576 Co-authored-by: Coden <github.com/coden-s> Co-authored-by: Andrew <github.com/akuhlken> Co-authored-by: Cursor <cursoragent@cursor.com> Signed-off-by: Terence <terrencemahlatini@gmail.com> --------- Signed-off-by: Terence <terrencemahlatini@gmail.com> Co-authored-by: Cursor <cursoragent@cursor.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.