Activation Compression of Graph Neural Networks using Block-wise Quantization with Improved Variance Minimization

1 code implementation • 21 Sep 2023 • Sebastian Eliassen, Raghavendra Selvan

Further, we present a correction to the assumptions on the distribution of intermediate activation maps in EXACT (assumed to be uniform) and show improved variance estimations of the quantization and dequantization steps.

Quantization