Train your models faster on AWS: Storage Medium

Photo by PAUL SMITH on Unsplash

INTRODUCTION

SageMaker training using different storage media

EXPERIMENT SETUP

  1. One Epoch Time ⌛
  2. Samples/Sec (Number of images processed by algorithm per second) 💽
  3. Launch Time (Time taken for each training job to launch and start training) 💤

OBSERVATIONS 📝

Comparison Table

CONCLUSION 🤔

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Machine Learning Engineer hacking solutions to problems everyday!

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Tanmay Rane

Tanmay Rane

Machine Learning Engineer hacking solutions to problems everyday!

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