MaheshRavishankar 0b33890f45 [mlir][Linalg] Add ConvolutionOpInterface. ...

Add an interface that allows grouping together all covolution and
pooling ops within Linalg named ops. The interface currently
- the indexing map used for input/image access is valid
- the filter and output are accessed using projected permutations
- that all loops are charecterizable as one iterating over
  - batch dimension,
  - output image dimensions,
  - filter convolved dimensions,
  - output channel dimensions,
  - input channel dimensions,
  - depth multiplier (for depthwise convolutions)

Differential Revision: https://reviews.llvm.org/D109793

2021-09-20 10:41:10 -07:00

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mlir

[mlir][Linalg] Add ConvolutionOpInterface.

2021-09-20 10:41:10 -07:00

.style.yapf

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CMakeLists.txt

[mlir][python] Simplify python extension loading.

2021-09-03 00:43:28 +00:00

requirements.txt

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