Probabilistic Integer Arithmetic Benchmarks
收藏arXiv2025-09-30 收录
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https://github.com/ML-KULeuven/probabilistic-arithmetic
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资源简介:
该数据集包含了一系列基准问题,涉及两个随机变量之和的期望值,以及卢恩校验算法的概率版本。此外,该数据集允许通过调整概率整数的域大小和标识符序列的长度来实验不同的问题规模。其规模根据概率整数序列的长度及其位宽而变化。该数据集的任务是基准测试概率整数算术算法的推理速度和可扩展性。
This dataset comprises a set of benchmark problems covering the expected value of the sum of two random variables, as well as the probabilistic variant of the Luhn checksum algorithm. Furthermore, this dataset enables experimentation with varying problem scales by adjusting the domain size of the probabilistic integers and the length of the identifier sequences. Its scale varies based on the length and bit width of the probabilistic integer sequences. The primary task of this dataset is to benchmark the inference speed and scalability of probabilistic integer arithmetic algorithms.
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