We investigate the effectiveness of tuning HMC parameters using
information from the gradients of the HMC acceptance probability with
respect to the parameters. In particular, the optimization of the
trajectory length and parameters for higher order integrators will be
studied in the context of pure gauge and dynamical fermion actions.
Volume 453 -
The 40th International Symposium on Lattice Field Theory (LATTICE2023) -
Algorithms and Artificial Intelligence
Tuning HMC parameters with gradients
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Pre-published on:
May 05, 2024
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Abstract
DOI: https://doi.org/10.22323/1.453.0023
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Copyright owned by the author(s) under the term of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.