Module 14: Design Development and Certification of Medical Devices

22/11/2023

Generating new data

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So what’s the problem?

• Very large, consistent, accurately labelled datasets are required for some applications and may be difficult to obtain. • Training networks is very computationally expensive. • Wrong answers can be very hard to explain, and perfect accuracy is not possible. This presents challenges in risk management.

2008, $110 Million, ~3.9MW “Roadrunner” supercomputer

2022, £356,000, ~7KW Nvidia DGX-H100

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