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08/31/2017
Galactos: Computing the Anisotropic 3-Point Correlation Function for 2 Billion Galaxies
The nature of dark energy and the complete theory of gravity are two cen...
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08/17/2017
Deep Learning at 15PF: Supervised and Semi-Supervised Classification for Scientific Data
This paper presents the first, 15-PetaFLOP Deep Learning system for solv...
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04/10/2017
Banshee: Bandwidth-Efficient DRAM Caching Via Software/Hardware Cooperation
Putting the DRAM on the same package with a processor enables several ti...
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11/18/2016
Parallelizing Word2Vec in Multi-Core and Many-Core Architectures
Word2vec is a widely used algorithm for extracting low-dimensional vecto...
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04/15/2016
Parallelizing Word2Vec in Shared and Distributed Memory
Word2Vec is a widely used algorithm for extracting low-dimensional vecto...
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11/21/2015
BlackOut: Speeding up Recurrent Neural Network Language Models With Very Large Vocabularies
We propose BlackOut, an approximation algorithm to efficiently train mas...
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02/19/2015