stablehlo

Backward compatible ML compute opset inspired by HLO/MHLO (by openxla)

Stablehlo Alternatives

Similar projects and alternatives to stablehlo

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better stablehlo alternative or higher similarity.

stablehlo reviews and mentions

Posts with mentions or reviews of stablehlo. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-11-13.
  • Nvidia H200 Tensor Core GPU
    5 projects | news.ycombinator.com | 13 Nov 2023
    I am going to paste a cousin comment:

    StableHLO[1] is an interesting project that might help AMD here:

    > Our goal is to simplify and accelerate ML development by creating more interoperability between various ML frameworks (such as TensorFlow, JAX and PyTorch) and ML compilers (such as XLA and IREE).

    From there, their goal would most likely be to work with XLA/OpenXLA teams 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

  • Chrome Ships WebGPU
    17 projects | news.ycombinator.com | 6 Apr 2023
    Also see the recently introduced StableHLO and its serialization format: https://github.com/openxla/stablehlo/blob/main/docs/bytecode...
  • OpenXLA Is Available Now
    5 projects | news.ycombinator.com | 9 Mar 2023
    If you mean StableHLO, then it has an MLIR dialect: https://github.com/openxla/stablehlo/blob/main/stablehlo/dia....

    In the StableHLO spec, we are talking about this in more abstract terms - "StableHLO opset" - to be able to unambiguously reason about the semantics of StableHLO programs. However, in practice the StableHLO dialect is the primary implementation of the opset at the moment.

    I wrote "primary implementation" because e.g. there is also ongoing work on adding StableHLO support to the TFLite flatbuffer schema: https://github.com/tensorflow/tensorflow/blob/master/tensorf.... Having an abstract notion of the StableHLO opset enables us to have a source of truth that all the implementations correspond to.

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    www.saashub.com | 26 Apr 2024
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Stats

Basic stablehlo repo stats
5
331
9.7
7 days ago

openxla/stablehlo is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of stablehlo is MLIR.


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