Fast Quantized Arithmetic on x86 - Trading Compute for Data Movement

SiPS, pp. 349-354, 2018.

Cited by: 3|Views39


We introduce Clover, a new library for efficient computation using low-precision data, providing mathematical routines required by fundamental methods in optimization and sparse recovery. Our library faithfully implements variants of stochastic quantization that guarantee convergence at low precision, and supports data formats from 4-bit ...More



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