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[microNPU] Add support for transpose convolution #9855

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merged 1 commit into from
Feb 3, 2022

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lhutton1
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@lhutton1 lhutton1 commented Jan 6, 2022

Adds support for legalizing transpose convolution (deconvolution) to an NPU conv2d operation for the case when strides==(2, 2), dilation==(1, 1) and no padding of the output is required.

Note: This PR depends on #9841 so also contains the contents of that PR.

cc @manupa-arm @ekalda @dchauhan-arm @mbaret @NicolaLancellotti @jacobbohlin

Adds support for legalizing transpose convolution to
a microNPU conv2d operation for the case when strides==(2, 2),
dilation==(1, 1) and no padding of the output is required.

Change-Id: I485e2571913b3dcd7c75c46304f2f9a82f630ee0
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LGTM!

@manupak manupak merged commit 2e6702c into apache:main Feb 3, 2022
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manupak commented Feb 3, 2022

Thanks @lhutton1 , this is merged now!

@lhutton1 lhutton1 deleted the transpose-convolution branch February 3, 2022 09:34
ylc pushed a commit to ylc/tvm that referenced this pull request Feb 16, 2022
Adds support for legalizing transpose convolution to
a microNPU conv2d operation for the case when strides==(2, 2),
dilation==(1, 1) and no padding of the output is required.

Change-Id: I485e2571913b3dcd7c75c46304f2f9a82f630ee0
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2 participants