Deep Learning in the Cloud vs On-Premise

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For an AI startup, capital is precious so when should a company utilize GPU instances in AWS for their AI development, and when should they invest in on-premise GPU hardware? In this white paper, we provide a comprehensive performance and cost comparative analysis for deep learning/AI development. The study compares benchmarks and costs for GPU-instances in the AWS public cloud against on-premise high-performance GPU server configurations featuring NVIDIA GPUs.

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