ShortCut

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Applicative Shortcut Fusion

In functional programming one usually writes programs as the composition of simpler functions. Consequently, the result of a function might be generated only to be consumed immediately by another function. This potential source of inefficiency can often be eliminated using a technique called shortcut fusion, which fuses both functions involved in a composition to yield a monolithic one. In this...

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Shortcut Sequence Tagging

Deep stacked RNNs are usually hard to train. Recent studies have shown that shortcut connections across different RNN layers bring substantially faster convergence. However, shortcuts increase the computational complexity of the recurrent computations. To reduce the complexity, we propose the shortcut block, which is a refinement of the shortcut LSTM blocks. Our approach is to replace the self-...

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Shortcut Fusion of Monadic Programs

Functional programs often combine separate parts of the program using intermediate data structures for communicating results. Programs so defined are easier to understand and maintain, but suffer from inefficiency problems due to the generation of those data structures. In response to this problematic, some program transformation techniques have been studied with the aim to eliminate the interm...

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ژورنال

عنوان ژورنال: ACM SIGARCH Computer Architecture News

سال: 2017

ISSN: 0163-5964

DOI: 10.1145/3140659.3080237