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07/20/2022
DataPerf: Benchmarks for Data-Centric AI Development
Machine learning (ML) research has generally focused on models, while th...
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11/17/2021
The People's Speech: A Large-Scale Diverse English Speech Recognition Dataset for Commercial Usage
The People's Speech is a free-to-download 30,000-hour and growing superv...
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02/23/2021
Data Engineering for Everyone
Data engineering is one of the fastest-growing fields within machine lea...
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11/06/2019
MLPerf Inference Benchmark
Machine-learning (ML) hardware and software system demand is burgeoning....
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10/02/2019
MLPerf Training Benchmark
Machine learning is experiencing an explosion of software and hardware s...
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09/03/2019
Beyond Human-Level Accuracy: Computational Challenges in Deep Learning
Deep learning (DL) research yields accuracy and product improvements fro...
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07/07/2019
EPNAS: Efficient Progressive Neural Architecture Search
In this paper, we propose Efficient Progressive Neural Architecture Sear...
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06/12/2018
Resource-Efficient Neural Architect
Neural Architecture Search (NAS) is a laborious process. Prior work on a...
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12/08/2015
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
We show that an end-to-end deep learning approach can be used to recogni...
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12/17/2014