Supercomputing in Python With Legate

Supercomputing in Python With Legate
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使用 Legate 使用 Python 进行超级计算

DOI:
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发表时间:
2021
期刊:
Computing in science & engineering (Print)
影响因子:
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通讯作者:
A. Dubey
A. Dubey
中科院分区:
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文献类型:
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作者:
Michael A. Bauer;Wonchan Lee;Manolis Papadakis;Marcin Zalewski;M. Garland;K. Hinsen;A. Dubey

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Legate是一个最近开发的软件系统,用于使用方便,熟悉的符号构建可扩展的仿真和数据分析程序。它演示了如何将Python与最初为高性能计算设计的运行时系统耦合,可以创建模拟NumPy和Pandas熟悉界面的库,以便在桌面和超级计算机上执行。
Legate is a recently developed software system for constructing scalable simulation and data analysis programs using convenient, familiar notation. It demonstrates how coupling Python, with a runtime system originally designed for high-performance computing, can enable the creation of libraries that mimic the familiar interface of NumPy and Pandas for execution on both desktops and supercomputers.