[LLVMGPU] Add NVIDIA FP8 mma.sync intrinsics for sm_89 and sm_120 (#24659) Part of #24654 ## Summary Adds NVIDIA FP8 `mma.sync` (m16n8k32) strategy-selection support for Ada (sm_89) and Blackwell (sm_120). IREE previously had no NVIDIA FP8 support at all — FP8 matmuls silently fell back to SIMT tiling on both targets. ## Not included FP8 lowering pipeline support. The TileAndFuse LHS transpose is hardcoded for element[K]=2 (F16); FP8's element[K]=4 causes a vector.shape_cast shape mismatch. Will do this in the next PR. ## Test (on RTX PRO 6000 Blackwell, sm_120) ``` PATH=/workspace/iree-build/tools:/workspace/iree-build/llvm-project/bin:$PATH \ ./llvm-project/bin/llvm-lit -v \ /workspace/compiler/src/iree/compiler/Codegen/LLVMGPU/test/NVVM/config_tile_and_fuse_sm89.mlir \ /workspace/compiler/src/iree/compiler/Codegen/LLVMGPU/test/NVVM/config_tile_and_fuse_sm120.mlir \ /workspace/compiler/src/iree/compiler/Codegen/LLVMGPU/test/NVVM/pipeline_tile_and_fuse_mma_sync.mlir ``` ``` -- Testing: 3 tests, 3 workers -- PASS: IREE :: src/iree/compiler/Codegen/LLVMGPU/test/NVVM/config_tile_and_fuse_sm89.mlir (1 of 3) PASS: IREE :: src/iree/compiler/Codegen/LLVMGPU/test/NVVM/config_tile_and_fuse_sm120.mlir (2 of 3) PASS: IREE :: src/iree/compiler/Codegen/LLVMGPU/test/NVVM/pipeline_tile_and_fuse_mma_sync.mlir (3 of 3) Testing Time: 0.20s Total Discovered Tests: 3 Passed: 3 (100.00%) ``` --------- Signed-off-by: weimin023 <tnwilly@gmail.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.