Abstract: High-throughput sequencing technologies generate vast amounts of genomic data in FASTQ format, making efficient compression essential. However, existing methods often prioritize compression ...

In Pyper, the task decorator is used to transform functions into composable pipelines. Let's simulate a pipeline that performs a series of transformations on some data.

File (de)compression with different key lengths, e.g. 1,2,... bytes per Huffman's code. Allows for file size reduction of 20% to 80%. 7 6 5 4 3 2 1 0 ----- [AL AL AL] [BL BL BL BL BL] 3bits 5bits AL - ...

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Abstract: Distributed deep learning faces a major bottleneck in communication efficiency due to the frequent exchange of gradient information among computing nodes. Gradient compression offers a ...