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May, 2024
在伴随ST-AD中对检查点调度进行配置
Profiling checkpointing schedules in adjoint ST-AD
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Laurent Hascoët, Jean-Luc Bouchot, Shreyas Sunil Gaikwad, Sri Hari Krishna Narayanan, Jan Hückelheim
TL;DR
基于运行时分析存在的源转换AD工具中的AD程序，提出了一种在通话树上放置检查点的启发式算法，以减少运行时间和内存占用。
Abstract
checkpointing
is a cornerstone of data-flow reversal in
adjoint algorithmic differentiation
.
checkpointing
is a storage/recomputation trad
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