A new chain of lightweight neural predictors with information inheritance achieves near state-of-the-art lossless compression ratios while delivering 1.2-6.3x faster encoding and 2.8-12.3x faster decoding than PAC on GPUs.
A dna sequence corpus for compression benchmark
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Lossless Compression via Chained Lightweight Neural Predictors with Information Inheritance
A new chain of lightweight neural predictors with information inheritance achieves near state-of-the-art lossless compression ratios while delivering 1.2-6.3x faster encoding and 2.8-12.3x faster decoding than PAC on GPUs.