[microNPU] Optimize separate padding operation for conv2d#11468
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github-actions[bot] merged 1 commit intoapache:mainfrom Jun 6, 2022
Merged
[microNPU] Optimize separate padding operation for conv2d#11468github-actions[bot] merged 1 commit intoapache:mainfrom
github-actions[bot] merged 1 commit intoapache:mainfrom
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Optimizes a case where padding appears as a separate nn.pad operation followed by a qnn.conv2d. If possible, the nn.pad will be partitioned and offloaded together with the qnn.conv2d operation, as opposed to separately. As a fallback, both operations will be considered separately. Change-Id: I9125195386abdcc1d17ec612dc0a4cd6474d637a
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Optimizes a case where padding appears as a separate nn.pad operation followed by a qnn.conv2d. If possible, the nn.pad will be partitioned and offloaded together with the qnn.conv2d operation, as opposed to separately. As a fallback, both operations will be considered separately.
cc @Mousius @NicolaLancellotti @ekalda @manupa-arm