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Releases: Xilinx/mlir-aie

rocm-mlir-distro

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@jgmelber jgmelber released this 10 Jul 21:10
380dcba

MLIR wheels built from ROCm/llvm-project @ 46fcb339. Linux x86_64 only; Windows builds pending ccache fix (PR #3313).

v1.3.4

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@jgmelber jgmelber released this 02 Jul 02:15
ed23bba

🧠 TL;DR

  • ✅ Faster compiler and routing performance
  • ✅ Continued Peano compatibility and testing improvements
  • ✅ Cleaner IRON programming model and ObjectFifo defaults
  • ✅ Improved JIT reliability and Python packaging
  • ✅ Ongoing CI, dependency, and infrastructure modernization

🔍 Highlights

⚡ Compiler Performance & Scalability

  • Improved compiler scalability by building per-core compile slices from a stripped base module and adopting a shared thread pool for core compilation → @atassis, @jgmelber
  • Accelerated routing with dense integer vertex IDs in the Pathfinder router and reduced AIEX memref deduplication from linear to constant time → @jgmelber, @atassis
  • Improved compiler parallelism by automatically selecting the number of compilation threads based on available CPUs → @jgmelber

🧩 IRON & Programming Model

  • Moved tile placement validation into the compiler, simplifying the IRON tile API while providing earlier error checking → @hunhoffe
  • Fixed unsafe cleanup of cached JIT artifacts in the DMA compression flow → @thomthehound

🔧 Peano & Compiler Compatibility

  • Continued Peano enablement with expanded lit test coverage and automated version management → @thomthehound, @hunhoffe
  • Improved compatibility with LLVM 23 by automatically downgrading newer floating-point and bfloat16 literal forms for Peano toolchains → @erwei-xilinx

🧹 Codebase Modernization, Build, Packaging, & CI

  • Removed legacy/obsolete AIE/AIEX dialect operations, legacy AIEVec-to-C++ backend, legacy test suites, and unused Python files as part of continued codebase cleanup → @hunhoffe @jsetoain, @jgmelber
  • Improved CI with automated Peano version pinning, lockfile validation, and license header enforcement → @hunhoffe, @andrej
  • Updated CMake, nanobind, notebook, GitHub Actions, and other development dependencies to current supported versions → @dependabot, @jgmelber

v1.3.3

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@hunhoffe hunhoffe released this 26 Jun 18:30
8d8e7b7

v1.3.3

🧠 TL;DR

  • ✅ Enhanced IRON JIT workflow and DMA programming capabilities
  • ✅ New simulated annealing AIE placer
  • ✅ Faster compiler performance and improved Peano support
  • ✅ Better Windows, packaging, and Python developer experience
  • ✅ CI, build, and documentation improvements

🔍 Highlights

🧩 IRON & Programming Model

  • Added multi-dimensional DMA strides (Bd.dimensions) and cross-core L1 buffer sharing for more expressive IRON programming → @hunhoffe
  • Unified the @iron.jit compilation workflow across all programming examples and improved JIT caching by binding the target device before compilation → @hunhoffe, @thomthehound

📍 Placement & Compilation

  • Added a new simulated annealing-based AIE placer for improved placement exploration → @yenjames
  • Reduced compiler compile times by eliminating quadratic symbol lookups during NPU lowering → @atassis
  • Improved aiecc lowering for full-ELF compilation and strengthened Peano compatibility and testing → @atassis, @erwei-xilinx, @thomthehound

⚡ Runtime & Platform Support

  • Fixed Windows crashes in the Python XRT cached runtime → @thomthehound

🛠️ Developer Experience

  • Added Pyright type checking across the Python codebase → @hunhoffe
  • Added an aie-kernel-opt skills collection and expanded Linux build documentation for non-Ubuntu and in-tree amdxdna configurations → @hunhoffe, @AndreNijman

🐛 Build, CI & Stability

🙌 New Contributors

v1.3.2

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@hunhoffe hunhoffe released this 11 Jun 21:23
9871d4b

v1.3.2

🧠 TL;DR

  • ✅ New AIE placement infrastructure and unplaced IRON workflows
  • ✅ Tracing improvements and declarative trace APIs
  • ✅ Expanded ObjectFifo and DMA functionality
  • ✅ Improved AIE2/AIEVec lowering and kernel correctness
  • ✅ Better NPU2, Windows, and packaging support
  • ✅ Broad runtime, routing, and stability fixes

🔍 Highlights

🧩 Placement & IRON

  • Introduced new AIE placement pass with flow-, memory-, and route-aware placement → @yenjames, @erwei-xilinx
  • Continued migration to unplaced IRON; deprecated sequential placer → @yenjames, @hunhoffe

📡 Tracing & Runtime

⚡ AIE2 & Performance

  • Expanded AIEVec/AIE2P lowering support and bf16 optimizations → @erwei-xilinx
  • Fixed AIE2 matmul correctness and enabled vectorized matvec kernels → @hunhoffe

🚀 Examples & Platform Support

🐛 Build, Packaging & Stability

  • Improved Windows wheel packaging and PyPI readiness → @thomthehound, @hunhoffe
  • LLVM/toolchain updates, CI modernization, and supply-chain hardening → @hunhoffe
  • Numerous fixes across DMA, routing, ObjectFifos, runtime, and build systems → multiple contributors

🙌 New Contributors

latest-wheels-4

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@github-actions github-actions released this 06 Jun 01:56
2401e53
Switch from `latest-wheels-3` to `latest-wheels-4` (#3147)

latest-wheels-no-rtti-2

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@github-actions github-actions released this 20 May 05:57
886d932
Bump cmake from 3.27.9 to 4.3.2 in /utils/mlir_wheels (#3080)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

v1.3.1

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@jgmelber jgmelber released this 23 Mar 15:20
6fc2408

What's Changed

  • Flaky CI Fixes: Add retry policy for downloads and vendor eudsl-python-extras to reduce susceptibility to transient GitHub 502 failures.
  • AIE Core To Standard Fixes: Set conv_even rounding mode for bf16 matmul and fix AIE2P control register indices for saturation and rounding.
  • Miscellaneous Fixes: Fix xclbin UUIDs, non-deterministic crash in RunOp::verify(), and remove is_placed flag from JIT decorator.
  • Peano Optimization Issue Resolved: Workaround flags for Peano -O2 issue removed.
  • Pre-push Hook Added: Pre-push hook implemented for the repository.
  • Mobilenet v3 Example Added: Design example for Mobilenet v3 included.

Full Changelog: v1.3.0...v1.3.1

v1.3.0

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@hunhoffe hunhoffe released this 17 Mar 18:14
e10c42b

🧠 TL;DR

  • ✅ New C++ aiecc compiler replaces Python tooling
  • ✅ Major AIE2 vector (aievec) improvements (bf16, FMA, reductions, tanh)
  • ✅ More robust runtime + DMA handling
  • ✅ Expanded IR features + tracing support
  • ✅ Improved CI, packaging, and dev workflows
  • ✅ Early Windows support

🔍 Highlights

🛠 Compiler & Toolchain

  • Introduced native C++ aiecc with ELF, xchesscc, aiebu/bootgen, and sim/host support → @jgmelber
  • Added pip entry point and deprecated aiecc.py → @jgmelber
  • LLVM bump tooling + workflow improvements → @hunhoffe, @erwei-xilinx

⚡ Performance & Kernels & AIE Vector (aievec)

  • Expanded bf16/f32 support (32-lane ops, 256-bit ops) → @erwei-xilinx
  • Added FMA fusion, reductions, tanh lowering, bf16 emulation → @erwei-xilinx
  • Performance + correctness fixes (fdiv, crashes, lowering flexibility) → @erwei-xilinx
  • Softmax kernel optimizations + testing improvements → @amd-jiajli

🔄 Runtime & Execution

  • Added repeat_count to DMA + improved BD handling → @jsetoain
  • Fixed memtile DMA/addressing issues → @erwei-xilinx
  • Runtime sequence → aiebu asm lowering → @fifield

🧩 IR & Dialects

  • Added AIEX cert ops + event trace configuration → @fifield
  • New abstractions: TileLike, logical_tile, tile classification → @yenjames

🐛 Fixes & Stability & Platform Support & Build & CI


🙌 New Contributors

latest-wheels-3

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@erwei-xilinx erwei-xilinx released this 09 Feb 19:28
53cfd9d
Remove deprecated colshift from parse in Makefile (#2855)

v1.2.1

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@hunhoffe hunhoffe released this 09 Feb 15:30
9c92428
Add e2e tests showing `use_lock` in `dma_configure_task` in core and …