[midend/lib/Conversion/ConvVectorization] add poolingnhwcmax vectorization pass and add relevant examples and tests. #430
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…ation pass and add relevant examples and tests.
…on pass and examples.
…on pass and examples.
…nto poolingnhwcmax
…ation pass and examples.
…ation pass and examples.
…ation pass and examples about attributes.
…ation pass and examples about attributes.
linalg-pooling-nhwc-max.mlir: Linalg Dialect handwritten mlir; conv2d-nhwc-fhwc-vec.mlir: Vector Dialect handwritten mlir file; makefile update related commands. midend/lib/Conversion/ConvVectorizationn/: PoolingNhwcMaxVectorization.cpp implements vectorisation. tests/Conversion/: pooling-nhwc-max-vectorisation.mlir: a test file. Before vectorisation optimization: 1.71661e-05, after vectorization optimization: 1.09673e-05 (vectorization size is 32), speedup ratio is 0.454. The amount of data in the example is small and the optimization effect is not obvious.
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Add poolingnhwcmax vectorization pass and add relevant examples and tests.
examples/BuddyConvolution/:
linalg-pooling-nhwc-max.mlir: Linalg Dialect handwritten mlir;
conv2d-nhwc-fhwc-vec.mlir: Vector Dialect handwritten mlir file;
makefile update related commands.
midend/lib/Conversion/ConvVectorizationn/: PoolingNhwcMaxVectorization.cpp implements vectorisation.
tests/Conversion/:
pooling-nhwc-max-vectorisation.mlir: a test file.
Before vectorisation optimization: 1.71661e-05, after vectorization optimization: 1.09673e-05 (vectorization size is 32), speedup ratio is 0.565. The amount of data in the example is small and the optimization effect is not obvious.