Wilfred Kisku

icon indicating a website link http://home.iitj.ac.in/~kisku.1 icon indicating an email [email protected]

icon location IIT Jodhpur, Rajasthan icon location VLSI and Machine Learning Researcher, PhD Scholar

Results 3 issues of Wilfred Kisku

Number of filters limitation

22 comment

Is there a limitation to the number of filters in a CNN, as a layer with 32 filters tends to be the bottleneck during synthesis. The synthesis is unable to...

question

HLS configuration causes weights of the resulting model to be all zeros reducing the accuracy of the HLS model

2 comment

Creating an HLS configuration of the baseline CNN model results in **all weights** being zero as printed, I suppose this is causing the accuracy to drop steeply from 75% to...

LUT utilization exceeds 100% for CNN example (part6_cnns.ipynb) for ZCU104 Ultrascale+ MPSoCs

3 comment

I have been trying to recreate models that can be deployed effectively on the ZCU104 Ultrascale+ MPSoCs (Zynq Platforms). These are CNN models for CV task such as classification and...