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BMPQ: Bit-Gradient Sensitivity Driven Mixed-Precision Quantization of DNNs from Scratch.
Souvik Kundu
Shikai Wang
Qirui Sun
Peter A. Beerel
Massoud Pedram
Published in:
CoRR (2021)
Keyphrases
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uniform quantization
high precision
precision and recall
data driven
high recall
adaptive quantization
sensitivity analysis
successive approximation
gradient information
high sensitivity
gradient direction
quantization scheme
digital images
average precision
absolute difference
random number generator