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A retargetable MLIR-based machine learning compiler and runtime toolkit.

10 mentions on Hacker News by 9 people: 0 stories, 10 comments · first 2020-01-27 · latest 2025-12-22

Mentions per year 10 mentions · busiest year 2023 (6)
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  1. …could be a really cool direction to explore. thanks! i think you might be interested in MLIR/IREE: https://github.com/openxla/iree
    comment by sueszli · 2025-12-22 · in Show HN: Autograd.c – A tiny ML framework built from scratch
  2. …on XLA[3] and IREE[2] to make RoCM a better backend. [1] https://github.com/openxla/stablehlo [2] https://github.com/openxla/iree [3] https://www.tensorflow.org/xla
    comment by PartiallyTyped · 2023-11-13 · in Nvidia H200 Tensor Core GPU
  3. …on XLA[3] and IREE[2] to make RoCM a better backend. [1] https://github.com/openxla/stablehlo [2] https://github.com/openxla/iree [3] https://www.tensorflow.org/xla
    comment by PartiallyTyped · 2023-11-13 · in Nvidia H200 Tensor Core GPU
  4. Regarding NVIDIA domination, I want to promote that the Google project https://github.com/openxla/iree exists and IREE acts as a way to turn Tensorflow, Pytorch, and MLIR workflows to compute on cpu, vulkan compute, cuda, rocm, metal and…
    comment by iFire · 2023-08-09 · in Nvidia reveals new A.I. chip, says costs of running LLMs will drop significantly
  5. …of which has a Vulkan back-end. [1]: https://kompute.cc/ [2]: https://github.com/webonnx/wonnx [3]: https://github.com/openxla/iree
    comment by raphlinus · 2023-08-02 · in VkFFT: Vulkan/CUDA/Hip/OpenCL/Level Zero/Metal Fast Fourier Transform Library
  6. …like TVM Unity [1], IREE [2], or torch.export [3] [1] https://github.com/apache/tvm/tree/unity [2] https://github.com/openxla/iree [3] https://pytorch.org/get-started/pytorch-2.0/#inference-and-e...
    comment by lairv · 2023-04-25 · in ONNX Runtime merges WebGPU backend
  7. …backend for OpenXLA? Edit: There seems to be some progress on a WASM backend for OpenXLA here: https://github.com/openxla/iree/issues/8327 and a proposed WebML working group at W3C: https://www.w3.org/2023/03/proposed-webmachinelearning-cha…
    comment by nl · 2023-03-17 · in Transformers.js
  8. …in datacenters, or NUMA CPU clusters that can be scheduled similarly). We're fully open source ( https://github.com/google/iree ) but have been operating quietly while we get the groundwork in place - it's taken some time but now we're…
    comment by noxa · 2022-02-23 · in PyTorch on Apple M1 MAX GPUs with SHARK – faster than TensorFlow-Metal
  9. …and having a multi-dialect SSA-based IR is a freaking game changer for compiler writers. [0] https://github.com/google/iree
    comment by erichocean · 2020-02-27 · in MLIR: A Compiler Infrastructure for the End of Moore's Law
  10. …more inside TensorFlow, but also by separate team in different projects, like IREE for example ( https://github.com/google/iree ). The TensorFlow lite converter has been replaced by the new MLIR-based one, similarly for the Edge TPU. But…
    comment by Joky · 2020-01-27 · in Chris Lattner to Lead SiFive Platform Engineering Team