Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case

Florian Rehm, Sofia Vallecorsa, Vikram Saletore +5

Deep learning is finding its way into high energy physics by replacing traditional Monte Carlo simulations. However, deep learning still requires an excessive amount of computation…