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DTSTART:19700308T020000
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DTSTAMP:20210402T160554Z
LOCATION:Track 2
DTSTART;TZID=America/New_York:20201112T113000
DTEND;TZID=America/New_York:20201112T120000
UID:submissions.supercomputing.org_SC20_sess208_ws_pmbsf111@linklings.com
SUMMARY:Evaluating the Performance of NVIDIA's A100 Ampere GPU for Sparse 
 and Batched Computations
DESCRIPTION:Workshop\n\nEvaluating the Performance of NVIDIA's A100 Ampere
  GPU for Sparse and Batched Computations\n\nAnzt, Tsai, Abdelfattah, Cojea
 n, Dongarra\n\nGPU accelerators have become an important backbone for scie
 ntific high performance-computing, and the performance advances obtained f
 rom adopting new GPU hardware are significant. In this paper, we take a fi
 rst look at NVIDIA's newest server-line GPU, the A100 architecture, part o
 f the Ampere generation. Specifically, we assess its performance for spars
 e and batch computations, as these routines are relied upon in many scient
 ific applications, and compare to the performance achieved on NVIDIA's pre
 vious server-line GPU.\n\nRegistration Category: Workshop Reg Pass
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