Q1 FY2021 Earnings Summary

Petaflop/s - Days 1E+03 1E+02 1E+01 1E+00 1E-01 AlexNet 1E-02 CHALLENGES: ACCELERATING BIG AND SMALL Computing For Training Al Megatron-BERT 3000x Turing NLG Megatron-GPT2 ResNet Al Interactions Per Day GPT-2 Millions of Interactions Billions of Searches BERT 10s Billions of Ecom Recommendations 00 Millions of Medical Scans 000 Billions of photos tagged 100s of Billions Events Thousands Ads / Person For Cyber Threat 100s of Millions Fin Txn For Fraud 1E-03 2012 2013 2014 2015 2016 2017 2018 2019 2020 3000X Higher Compute Required to Train Largest Models Since Volta Every Al Powered Interaction Needs Varying Amount of Compute

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