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y.lee0320
Participant
Participant
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Registered: ‎01-02-2019

HLS optimization for convolution with scale-up (how to avoid huge LUT usage)

Hi,

I am working on a CNN layer project. Each input feature is scaled up to 4*4 features and then made a 5*5 convolution with a 5*5 kernel (8 channels). I have tried all possible optimization I can but the LUT usage is still huge. My source code is as attached, any suggestion is appreciated, thanks!

Regards,

Alfred

 

 

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