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researcher

Lillian Pentecost

6 papers hereh-index 101.1k citations18 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.AR2
  • cond-mat.mes-hall1
  • cs.ET1
  • cs.LG1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedMLPerf Training Benchmark

171 citations · 274 across the 5 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.LG2019★ 171 cited

MLPerf Training Benchmark

Peter Mattson, Christine Cheng, Cody Coleman +34

Machine learning (ML) needs industry-standard performance benchmarks to support design and competitive evaluation of the many emerging software and hardware solutions for ML. But M…

eess.SP2019

MASR: A Modular Accelerator for Sparse RNNs

Udit Gupta, Brandon Reagen, Lillian Pentecost +5

Recurrent neural networks (RNNs) are becoming the de facto solution for speech recognition. RNNs exploit long-term temporal relationships in data by applying repeated, learned tran…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.