zhaojer/compiler_hot_paths

该数据集由1561个编译器路径组成，这些路径是从26个C程序中生成的，使用了Ball-Larus算法。每个路径都关联了三个值：count（路径在原始程序中的执行次数）、source_file（路径来源的程序文件）和label（路径是否为“热路径”的标签）。数据集分为训练集、验证集和测试集，分别包含1190、211和160个样本。测试集的数据来自4个特定的程序，确保模型在训练过程中从未见过这些程序。

This dataset consists of 1561 compiler paths generated from 26 C programs using the Ball-Larus Algorithm. Each path, a sequence of LLVM IR instructions, has three associated values: count (an integer indicating the number of times this path is executed in the original program), source_file (a string indicating which program was this path from), and label (an integer of 0 or 1 indicating whether this path is cold or hot respectively). The dataset is split into train (1190), validation (211), and test (160) sets. The test set consists of paths from 4 specific programs, ensuring that the models have never seen these programs during training.