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<!DOCTYPE html> | ||
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<meta http-equiv="refresh" content="0;URL=latest/index.html" /> | ||
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# Sphinx build info version 1 | ||
# This file records the configuration used when building these files. When it is not found, a full rebuild will be done. | ||
config: d086f4d8261641eaa8c68feafd9cfc77 | ||
tags: 645f666f9bcd5a90fca523b33c5a78b7 |
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.. _benchmarks: | ||
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Benchmarks | ||
========== | ||
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Here are the result of a benchmark of multiple neighbor list implementations. | ||
The benchmark runs on multiple super-cell of diamond carbon, up to 30'000 atoms, | ||
with multiple cutoffs, and using either CPU or CUDA hardware. | ||
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The results below are for an AMD 3955WX CPU and an NVIDIA 4070 Ti SUPER GPU; if | ||
you want to run it on your own system, the corresponding script is in vesin's | ||
`GitHub repository <bench-script_>`_. | ||
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.. _bench-script: https://github.com/Luthaf/vesin/blob/main/benchmarks/benchmark.py | ||
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.. figure:: benchmark.png | ||
:align: center | ||
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Speed comparison between multiple neighbor list implementations: vesin, `ase | ||
<https://wiki.fysik.dtu.dk/ase/ase/neighborlist.html>`_, `matscipy | ||
<http://libatoms.github.io/matscipy/tools/neighbour_list.html>`_, `pymatgen | ||
<https://pymatgen.org/pymatgen.core.html#pymatgen.core.structure.IStructure.get_neighbor_list>`_, | ||
`torch_nl <https://github.com/felixmusil/torch_nl/>`_, and `NNPOps | ||
<https://github.com/openmm/NNPOps/>`_. | ||
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Missing points indicate that a specific code could not run the calculation | ||
(for example, NNPOps requires the cell to be twice the cutoff in size, and | ||
can't run with large cutoffs and small cells). |
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.. _c-api: | ||
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C API reference | ||
=============== | ||
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Vesin's C API is defined in the ``vesin.h`` header. The main function is | ||
:c:func:`vesin_neighbors`, which runs a neighbors list calculation. | ||
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.. doxygenfunction:: vesin_neighbors | ||
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.. doxygenfunction:: vesin_free | ||
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.. doxygenstruct:: VesinNeighborList | ||
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.. doxygenstruct:: VesinOptions | ||
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.. doxygenenum:: VesinDevice |
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