High-level loop transformations are a key instrument in mapping computational kernels to effectively exploit the resources in modern processor architectures. Nevertheless, selecting required compositions of loop transformations to achieve this remains a significantly challenging task; current compilers may be ...
3.1 Design FuzzSlice 的核心功能是判断特定的静态分析警告是否可能是假阳性(因此可以降低其手动审查的优先级)。更正式地说,对于程序w的静态分析报告中的一个警告w,FuzzSlice通过三个概念步骤对w进行检查,即(D1)最小切片创建;(D2)模糊输入生成;以及(D3)警告分类。 (D1)最小切片的创建 首先,我们构建一个执行...
Ensembles are among the state-of-the-art in many machine learning applications. With the ongoing integration of ML models into everyday life, e.g., in the form of the Internet of Things, the deployment and continuous application of models become more and more an important issue. Therefore, ...
Wootz: A compiler-based framework for fast cnn pruning via compos- ability. In Proceedings of the 40th ACM SIGPLAN Confer- ence on Programming Language Design and Implementa- tion, pages 717–730, 2019. 5 [6] Cong Guo, Bo Yang Hsueh, Jingwen Leng...
Disclosed herein are systems and methods for pruning external data. In an embodiment, a database platform receives a query directed at least in part to external data in an external
High-level loop transformations are a key instrument in mapping computational kernels to effectively exploit the resources in modern processor architectures. Nevertheless, selecting required compositions of loop transformations to achieve this remains a significantly challenging task; current compilers may be ...