Preprint Open access
EntroPack: Fast and Accurate Entropy-Coded Weight Compression at Arbitrary Bitrates
Weight compression helps large neural networks fit deployment memory budgets, but common fixed-width formats offer only coarse storage choices. Entropy coding supports finer rates, yet the achieved size depends on the quantized weight distribution and coding overhead. Exploiting this flexibility requires accurate rate …