Dec 8 – 10, 2025
CERN
Europe/Zurich timezone

Automatic differentiation with Stochastic Rounding in Julia

Dec 9, 2025, 11:00 AM
20m
31/3-004 - IT Amphitheatre (CERN)

31/3-004 - IT Amphitheatre

CERN

105
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Contributed Talk Contributed Talks

Speaker

Dr Valentin Churavy (University of Augsburg)

Description

Stochastic rounding is a pivotal technique to perform scientific computation in reduced precision and is becoming available on modern hardware. This talk will briefly introduce stochastic rounding and demonstrate automatic differentiation on several case studies using a software implementation of stochastic rounding in Julia.

Author

Dr Valentin Churavy (University of Augsburg)

Co-author

Presentation materials