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How long it took to train a ResNet50 image recognition model by year

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Aug 4th, 2020
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  1. How long it took to train a ResNet50 image recognition model by year:
  2.  
  3. 2015: 25 days
  4. 2017: 8 hours
  5. 2018: 7.1 minutes
  6. 2019: 1.28 minutes
  7. 2020: 0.47 seconds
  8.  
  9. Sources:
  10. - https://blogs.nvidia.com/blog/2019/07/10/mlperf-ai-performance-records/
  11. - https://mlperf.org/training-results-0-5
  12. - https://mlperf.org/training-results-0-6
  13. - https://mlperf.org/training-results-0-7
  14. - https://cloud.google.com/blog/products/ai-machine-learning/google-breaks-ai-performance-records-in-mlperf-with-worlds-fastest-training-supercomputer
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