Learn · CERN

Talk6 min

Real Time Server Monitoring and Fixed Point Inference in FPGA

Debdeep Paul · CERN

Watch At CERN

About

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..

0:00:00 Slide 1

0:00:15 Slide 2

0:01:19 Slide 3

0:01:47 Slide 4

0:01:59 Slide 5

0:02:25 Slide 6

0:03:00 Slide 7

0:03:31 Slide 8

0:04:19 Slide 9

The talk

  1. Real Time Server Monitoring and Fixed Point Inference in FPGA 2019-08-13 · 6 min · CERN's player

Credits and licence

Institution
CERN
Department
CERN openlab Summer Student programme 2019
Speaker
Debdeep Paul
Year
2019
Language
English
Source
CERN
Licence
CERN, as CERN states it. CERN's terms
Attribution
© CERN. CERN provides its audiovisual media free of charge for educational and informational use, credited to CERN; this lecture is shown in CERN's own player.
Who can watch
CERN gives no rating. Invisible Network shows it to Teens profiles and older, judged from what the source says about it. How courses are placed