Affiliates. All rights reserved. Performance Comparison • Metric – Latency in ms for batch size = 1 • 1.7x speedup on Inception asymmetric quantized model • Mobilenet requires depthwise convolution VNNI schedule

7K 27K 0 15 30 2021 2025 Number of AI Startups (K) Number of Applications Using GPUs (K) 1.7K 4K 0 2.5 5 +2.4x +3.9x +2.4x Technology Ecosystem AI Adoption = Impressive62 Tech Incumbent the semi-recent past include Apple’s near bankruptcy in 1997 when its market capitalization was $1.7B*, now $3.2T. Amazon.com’s near death moment happened in Q4:00 when it reported a net loss of -$545MM