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Force Pool layer to unfold further also if ConvInputGen doesn't meet target fps #1432

Description

@LeahLS

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New behavior

It can happen that a specified target fps could not be met because ConvInputGen doesn't get unfolded further as long as the corresponding Pool layer meets the target fps. So maybe force the Pool layer to be unfolded even further to enable ConvInputGen to be further parallelized as well.

Motivation

Desired target fps not met because bottleneck layer ConvInputGen is not further parallelized as long as the corresponding Pool layer still meets the target fps.

Parts of FINN affected

Transformation, FPGA Dataflow, Set Folding

Activity

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