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authorJack Frankland <jack.frankland@arm.com>2025-02-03 09:36:50 +0000
committerGitHub <noreply@github.com>2025-02-03 09:36:50 +0000
commitcc72042a94b80b7b2f8f7c383ad6e157260b817f (patch)
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[mlir][tosa] Make Convolution Zero Points Inputs (#122939)
The TOSA-v1.0 specification moves the "zero point" parameters of the convolution operators CONV2D, CONV3D, DEPTHWISE_CONV2D, and TRANSPOSE_CONV2D from attributes to inputs. Make the zero points of the convolutions in the MLIR TOSA dialect inputs and update any transformations, materializations and lit tests appropriately. Rename the "filter" argument of `tosa.transpose_conv2d` to weight to align with the TOSA specification. Remove the quantization_info attribute on the convolution operations. Co-authored-by: TatWai Chong <tatwai.chong@arm.com>
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