NGT Tutorials: HGQ + hls4ml

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40/S2-A01 - Salle Anderson (CERN)

40/S2-A01 - Salle Anderson

CERN

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Description

HGQ is a tool to perform quantization-aware training of neural networks, with fine-grained quantization granularity.

hls4ml is a tool to deploy quantized neural networks into FPGAs

In this tutorial, participants will be trained to use the two tools in a pipeline, to go from their network model to a firmware deployment.

NGT Tutorials
Zoom Meeting ID
67588057610
Host
Maurizio Pierini
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