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amdahl.rst | ||
compiling.rst | ||
benchmarking.rst | ||
mpi.rst |
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.. _sec-mpi: | ||
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MPI parallel calculations | ||
========================= | ||
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Architecture | ||
------------ | ||
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MPI parallel calculations can be run on shared memory machines, but | ||
for larger calculations, distributed memory systems are used. These | ||
consist of separate computing nodes (often with multiple processors) | ||
networked together, typically with a shared file and queuing system. | ||
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Processor groups | ||
---------------- | ||
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* Use of the `Groups` keyword in DFTB+ to improve scaling and efficiency for | ||
calculations with spin polarisation and/or k-points. | ||
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Solvers | ||
------- | ||
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ScaLAPACK solvers | ||
^^^^^^^^^^^^^^^^^ | ||
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The `QR`, `DivideAndConquer` and `RelativelyRobust` dense ScaLAPACK | ||
eigensolvers are available for the serial and MPI parallel | ||
DFTB+. However, if possible, we suggest using the ELSI solvers for | ||
their better performance and capabilities. | ||
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ELSI solvers | ||
^^^^^^^^^^^^ | ||
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Some of the [ELSI]_ solvers which can be used are :: | ||
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+--------------------+--------------------+--------------------+--------------------+ | ||
|Solver |Use case |Scaling with atoms |Eigenvalues | | ||
+--------------------+--------------------+--------------------+--------------------+ | ||
|ELPA |General (dense) |O(N :sup:`3` ) |available | | ||
+--------------------+--------------------+--------------------+--------------------+ | ||
|PEXSI |General (sparse) |O(N :sup:`2` ) -- |not available | | ||
| | |O(N) | | | ||
+--------------------+--------------------+--------------------+--------------------+ | ||
|NTPoly |Better for gapped |O(N) |not available | | ||
| |systems (sparse) | | | | ||
+--------------------+--------------------+--------------------+--------------------+ | ||
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The PEXSI solver is not included in the condaforge binaries, but can | ||
be built separately. | ||
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Examples | ||
-------- | ||
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Note about transport calculations | ||
--------------------------------- | ||
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For :ref:`electronic transport <sec-transport>`, MPI parallelism is also supported. | ||
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References | ||
========== | ||
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.. [ELSI] ELSI -- An open infrastructure for electronic structure | ||
solvers, Yu *et al.* (2020) DOI: `j.cpc.2020.107459 | ||
<https://doi.org/10.1016/j.cpc.2020.107459>`_ |