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Compilers and IRs: LLVM IR, SPIR-V, and MLIR

Lei.Chat() · published 8 January 2022

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Host

https://beam.apache.org/

beam.apache.org

https://eli.thegreenplace.net/2012/11/24/life-of-an-instruction-in-llvm

eli.thegreenplace.net

https://llvm.org/docs/CommandGuide/FileCheck.html

llvm.org

https://llvm.org/docs/DeveloperPolicy.html

llvm.org

https://en.wikipedia.org/wiki/Standard_Portable_Intermediate_Representation

en.wikipedia.org

https://en.wikipedia.org/wiki/Khronos_Group

en.wikipedia.org

https://www.khronos.org/registry/SPIR-V/specs/unified1/SPIRV.html

khronos.org

https://developer.android.com/about/dashboards

developer.android.com

https://github.com/KhronosGroup/SPIRV-Tools/tree/master/source

github.com

https://github.com/KhronosGroup/SPIRV-Tools/blob/master/docs/syntax.md

github.com

SPIR-V Dialect Read at the source ↗

mlir.llvm.org

MLIR Language Reference Read at the source ↗

mlir.llvm.org

Interfaces Read at the source ↗

mlir.llvm.org

'llvm' Dialect Read at the source ↗

mlir.llvm.org

https://mlir.llvm.org/docs/Dialects/Linalg/

mlir.llvm.org

'tensor' Dialect Read at the source ↗

mlir.llvm.org

'vector' Dialect Read at the source ↗

mlir.llvm.org

https://mlir.llvm.org/docs/Dialects/SCF/

mlir.llvm.org

'affine' Dialect Read at the source ↗

mlir.llvm.org

https://mlir.llvm.org/docs/Dialects/Math/

mlir.llvm.org

https://mlir.llvm.org/docs/Dialects/Arith/

mlir.llvm.org

https://github.com/tensorflow/tensorflow/tree/7e7a73b9de37b658b59d12be993271849cc02916/tensorflow/compiler/mlir/tensorflow

github.com

https://github.com/tensorflow/tensorflow/tree/7e7a73b9de37b658b59d12be993271849cc02916/tensorflow/compiler/mlir/lite

github.com

https://github.com/tensorflow/mlir-hlo/tree/39917d58fb2cfb3c721f8ad8d913a41fb4a489f3/include/mlir-hlo/Dialect/mhlo

github.com

https://github.com/llvm/torch-mlir/tree/9afaacedbdff9487749b7d043c56f1bce6e98766/include/torch-mlir/Dialect/Torch

github.com

Tensor Operator Set Architecture (TOSA) Dialect Read at the source ↗

mlir.llvm.org

https://llvm.discourse.group/t/codegen-dialect-overview/2723

llvm.discourse.group

https://mlir.llvm.org/docs/OpDefinitions/

mlir.llvm.org