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- How long it took to train a ResNet50 image recognition model by year:
- 2015: 25 days
- 2017: 8 hours
- 2018: 7.1 minutes
- 2019: 1.28 minutes
- 2020: 0.47 seconds
- Sources:
- - https://blogs.nvidia.com/blog/2019/07/10/mlperf-ai-performance-records/
- - https://mlperf.org/training-results-0-5
- - https://mlperf.org/training-results-0-6
- - https://mlperf.org/training-results-0-7
- - 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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