Real Time Server Monitoring and Fixed Point Inference in FPGA

<!--HTML-->The project dealt with real time monitoring of the server hosting the FPGA for Convolution Neural Network inference for the Proto-DUNE Project. I also investigated methods to deal with the numerical overflow of the weights and activation while working with fixed point arithmetic in...

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Detalles Bibliográficos
Autor principal: Paul, Debdeep
Lenguaje:eng
Publicado: 2019
Materias:
CERN openlab Summer Student programme 2019
Acceso en línea:http://cds.cern.ch/record/2687928
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author Paul, Debdeep
author_facet Paul, Debdeep
author_sort Paul, Debdeep
collection CERN
description <!--HTML-->The project dealt with real time monitoring of the server hosting the FPGA for Convolution Neural Network inference for the Proto-DUNE Project. I also investigated methods to deal with the numerical overflow of the weights and activation while working with fixed point arithmetic in FPGA.
id cern-2687928
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2019
record_format invenio
spelling cern-26879282022-11-03T21:19:42Zhttp://cds.cern.ch/record/2687928engPaul, DebdeepReal Time Server Monitoring and Fixed Point Inference in FPGAFirst CERN openlab summer student lightning talk sessionCERN openlab Summer Student programme 2019<!--HTML-->The project dealt with real time monitoring of the server hosting the FPGA for Convolution Neural Network inference for the Proto-DUNE Project. I also investigated methods to deal with the numerical overflow of the weights and activation while working with fixed point arithmetic in FPGA.oai:cds.cern.ch:26879282019
spellingShingle CERN openlab Summer Student programme 2019
Paul, Debdeep
Real Time Server Monitoring and Fixed Point Inference in FPGA
title Real Time Server Monitoring and Fixed Point Inference in FPGA
title_full Real Time Server Monitoring and Fixed Point Inference in FPGA
title_fullStr Real Time Server Monitoring and Fixed Point Inference in FPGA
title_full_unstemmed Real Time Server Monitoring and Fixed Point Inference in FPGA
title_short Real Time Server Monitoring and Fixed Point Inference in FPGA
title_sort real time server monitoring and fixed point inference in fpga
topic CERN openlab Summer Student programme 2019
url http://cds.cern.ch/record/2687928
work_keys_str_mv AT pauldebdeep realtimeservermonitoringandfixedpointinferenceinfpga
AT pauldebdeep firstcernopenlabsummerstudentlightningtalksession

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