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Rethinking Floating Point Overheads for Mixed Precision DNN Accelerators.
Hamzah Abdel-Aziz
Ali Shafiee
Jong Hoon Shin
Ardavan Pedram
Joseph Hassoun
Published in:
MLSys (2021)
Keyphrases
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floating point
graphics processing units
fixed point
square root
response time
instruction set
computing systems
fast fourier transform
sparse matrices
interval arithmetic
image processing
state space
higher order
graphical models
frequency domain
floating point arithmetic