Fix initiation interval of pooling and zeropadding layers on Vitis backend #1141
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On the
Vitis
backend andio_stream
, zeropadding and pooling layers don't reachII=1
and are slower than for example the Conv layersType of change
Tests
Synthesized the zeropadding and pooling models in the pytests. Code achieves
II=1
and Latency cycles match the tripcountInput size = 128x128x3
C-Synthesis results with Vitis HLS 2023.2
Tested also on a dummy CNN.
Test Configuration:
Checklist
pre-commit
on the files I edited or added.