Add benchmark results to docs #3244
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jessica-mitchell
added
T: Enhancement
Co-authored-by: Dennis Terhorst <[email protected]>
Co-authored-by: Melissa Lober <[email protected]>
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| NEST performance is continuously monitored and improved across various network sizes. | ||
| Here we show benchmarking results for NEST version 3.8 on Jureca-DC. |
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replace: "for this version of NEST on JURECA-DC [x]."
Jureca is discribed in the large scale instrument Journal of Juelich. Please include the reference in the usual citation format. Here is the paper., it also has a doi: https://jlsrf.org/index.php/lsf/article/view/182/pdf
Add a sentence: "The benchmarking framework and the structure of the graphs is described in [Y]."
Give for [Y] the reference to the beNNch paper in the usual citation format:
Albers J, Pronold J, Kurth AC, Vennemo SB, Haghighi Mood K, Patronis A, Terhorst D, Jordan J, Kunkel S, Tetzlaff T, Diesmann M and Senk J (2022) A Modular Workflow for Performance Benchmarking of Neuronal Network Simulations. Front. Neuroinform. 16:837549. doi: 10.3389/fninf.2022.837549
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| * The model has ~80 000 neurons and ~300 million synapses |
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add: ", minimal delay 0.1ms"
add new bullet item:
- 2 MPI processes per node, 64 threads per MPI process
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| * The model has ~80 000 neurons and ~300 million synapses | ||
| * Increasing number of computing resources decrease simulation time | ||
| * The model runs faster than real time |
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add reference [Z] at end of sentence so that the concept of "real time" can be looked up and there is a link for further information: Here is the reference:
Kurth, A. C. ; Senk, J.; Terhorst, D.; Finnerty, J.; Diesmann, M. (2022) Sub-realtime simulation of a neuronal network of natural density. Neuromorphic computing and engineering 2(2), 021001 (2022)
you can add doi link
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| * The model has ~4.1 million neurons and ~24 billion synapses |
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add: ", minimal delay 0.1ms"
add new bullet item:
2 MPI processes per node, 64 threads per MPI process
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| * The size of network scales proportionally with the computational resources used |
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add: ", minimal delay 1.5ms"
add new bullet item:
2 MPI processes per node, 64 threads per MPI process
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| * The model has ~80 000 neurons and ~300 million synapses | ||
| * Increasing number of computing resources decrease simulation time |
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add bullet item:
- data averaged over 3 runs with different seeds, error bars indicate standard deviation
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| * The model has ~4.1 million neurons and ~24 billion synapses | ||
| * Steady decrease of run time with additional compute resources |
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add bullet item:
- data averaged over 3 runs with different seeds, error bars indicate standard deviation
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| * The size of network scales proportionally with the computational resources used | ||
| * Largest network size in this diagram: ~5.8 million neurons and ~65 billion synapses | ||
| * The figure shows that NEST can handle massive networks and simulate them efficiently |
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add bullet item:
- data averaged over 3 runs with different seeds, error bars indicate standard deviation
This PR adds doc page that showcases the performance results of different scaling experiments.
images should be stored in /doc/htmldoc/static/img/
Thanks @ackurth and s. theinen for your work on this
Fixes #3243
Read the Docs
https://nest-simulator--3244.org.readthedocs.build/en/3244/benchmark_results.html