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Benchmarks and How-Tos for Convolutional Neural Networks on HorovodRunner-Enabled Apache Spark Clusters

Benchmarks and How-Tos for Convolutional Neural Networks on HorovodRunner-Enabled Apache Spark Clusters

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Introduction

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Introduction

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Benchmarks and How-Tos for Convolutional Neural Networks on HorovodRunner-Enabled Apache Spark Clusters

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  1. 1 Introduction
  2. 2 Why a Distributed Deep Learning System
  3. 3 Data Parallelization
  4. 4 Benchmarks
  5. 5 HorovodRunner Demo
  6. 6 Benchmarking
  7. 7 Graph
  8. 8 Ubers
  9. 9 Applet
  10. 10 Other Models
  11. 11 Summary

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