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Abstract: Floating-point addition is pivotal in various computational applications, including scientific computing, machine learning, and graphics processing. Traditional two-input floating-point ...

Abstract: We present a formalization of an upcoming standard for floating-point formats for machine learning by the IEEE P3109 working group. This includes a definition of a number of small ( 16 bit) ...

Falcon is a high-performance GPU-accelerated lossless compression framework specifically designed for floating-point time series data. It achieves unprecedented compression ratios and throughput by ...