From 572012144157847797594da3c1df0cc20ccbb7e7 Mon Sep 17 00:00:00 2001 From: Jessica Mitchell Date: Tue, 2 Jul 2024 12:32:43 +0200 Subject: [PATCH 1/5] add cross refs to benchmark results --- doc/htmldoc/hpc/benchmarking.rst | 6 ++++++ doc/htmldoc/hpc/optimizing_nest.rst | 8 ++++++-- doc/htmldoc/index.rst | 1 + 3 files changed, 13 insertions(+), 2 deletions(-) diff --git a/doc/htmldoc/hpc/benchmarking.rst b/doc/htmldoc/hpc/benchmarking.rst index e32b0fd7c2..870baf86a9 100644 --- a/doc/htmldoc/hpc/benchmarking.rst +++ b/doc/htmldoc/hpc/benchmarking.rst @@ -7,6 +7,12 @@ Benchmarking NEST When compiling NEST to perform benchmarks, see :ref:`our cmake options ` for improved performance and energy saving. +NEST performance +~~~~~~~~~~~~~~~~ + +We regulary test NEST performance at various network sizes. +For results of these experiments see our :ref:`nest_benchmark_results` page. + beNNch ~~~~~~ diff --git a/doc/htmldoc/hpc/optimizing_nest.rst b/doc/htmldoc/hpc/optimizing_nest.rst index 58ec656b00..71b8a30157 100644 --- a/doc/htmldoc/hpc/optimizing_nest.rst +++ b/doc/htmldoc/hpc/optimizing_nest.rst @@ -18,7 +18,7 @@ hardware and software of the HPC system you are using for improving the overall performance. -Although there will be some variation between scripts and HPC systems, in general, we recommend that +Although there will be some variation between scripts and HPC systems, in general, we recommend that * resources are fully utilized (e.g., all available cores are used). * one thread pinned to one core (no simultaneous multithreading) @@ -59,7 +59,11 @@ Although there will be some variation between scripts and HPC systems, in genera .. seealso:: - See our other guides on + See our other guides on * :ref:`parallel_computing` * :ref:`benchmark` + + or see our performance results: + + * :ref:`nest_benchmark_results` diff --git a/doc/htmldoc/index.rst b/doc/htmldoc/index.rst index 1306ea5ba0..8a2ae77611 100644 --- a/doc/htmldoc/index.rst +++ b/doc/htmldoc/index.rst @@ -123,6 +123,7 @@ How NEST works --- The Big Picture Models Python API ref_material/glossary + benchmark_results Cite NEST License From 06aea48a795762d8dabe5895e6d505e777389b6c Mon Sep 17 00:00:00 2001 From: Jessica Mitchell Date: Tue, 2 Jul 2024 12:33:56 +0200 Subject: [PATCH 2/5] add benchmark page with temp image file to be replaced! --- doc/htmldoc/benchmark_results.rst | 90 ++++++++++++++++++++++++++ doc/htmldoc/static/img/replace_me.png | Bin 0 -> 50142 bytes 2 files changed, 90 insertions(+) create mode 100644 doc/htmldoc/benchmark_results.rst create mode 100644 doc/htmldoc/static/img/replace_me.png diff --git a/doc/htmldoc/benchmark_results.rst b/doc/htmldoc/benchmark_results.rst new file mode 100644 index 0000000000..14d8480046 --- /dev/null +++ b/doc/htmldoc/benchmark_results.rst @@ -0,0 +1,90 @@ +.. _nest_benchmark_results: + +NEST performance benchmarks +=========================== + + +NEST performance is continuously monitored and improved across various network sizes. +Here we show benchmarking results for NEST version 3.8 on Jureca-DC. + + +.. grid:: 1 1 2 2 + + .. grid-item:: + :columns: 5 + :class: sd-align-major-center + + .. figure:: /static/img/replace_me.png + + Wall time versus number of nodes + + some more text + + .. grid-item:: + :columns: 7 + + **Strong scaling experiment of the Microcircuit model** [1]_ + + * 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 when using more than 2 nodes + + + .. grid-item:: + :columns: 5 + :class: sd-align-major-center + + .. figure:: /static/img/replace_me.png + + Wall time versus number of nodes + + .. grid-item:: + :columns: 7 + + **Strong scaling experiment of the Multi-area-model** [2]_ + + * The model has ~3.2 million neurons and ~10 billion synapses + * Steady decrease of run time with additional compute resources + + + .. grid-item:: + :columns: 5 + :class: sd-align-major-center + + .. figure:: /static/img/replace_me.png + + Wall time versus number of nodes + + .. grid-item:: + :columns: 7 + + **Weak scaling experiment of the HPC benchmark model** [3]_ + + * The size of network scales proportionally with the computational resources used + * Largest network size: ~5.6 million neurons and ~61 billion synapses + * The figure shows that NEST can handle massive networks and simulate them efficiently + + +.. seealso:: + + Example networks: + + * :doc:`/auto_examples/Potjans_2014/index` + * `Multi-area model `_ + * :doc:`/auto_examples/hpc_benchmark` + +References +---------- + +.. [1] Potjans TC. and Diesmann M. 2014. The cell-type specific cortical + microcircuit: relating structure and activity in a full-scale spiking + network model. Cerebral Cortex. 24(3):785–806. DOI: `10.1093/cercor/bhs358 `__. + + +.. [2] Schmidt M, Bakker R, Hilgetag CC, Diesmann M and van Albada SJ. 2018. Multi-scale + account of the network structure of macaque visual cortex. Brain Structure + and Function. 223: 1409 https://doi.org/10.1007/s00429-017-1554-4 + +.. [3] Jordan J, Ippen T, Helias M, Kitayama I, Sato M, Igarashi J, Diesmann M, Kunkel S. 2018. + Extremely scalable spiking neuronal network simulation code: From laptops to exacale computers. + Frontiers in Neuroinformatics. 12. https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2018.00002 diff --git a/doc/htmldoc/static/img/replace_me.png b/doc/htmldoc/static/img/replace_me.png new file mode 100644 index 0000000000000000000000000000000000000000..aa7d8718c705cf0435db1cfd00f71f1b70e5fb75 GIT binary patch literal 50142 zcmZ_0cRbba8$W(p$_hzYSy@@xdxWE8b~t2albxL{B2>!GN*&oNWUr(MAqm+bWUuV? zyv~?#>v>%-VYk$75ED=npin5{n~G=+6zXIG3UyrL z3?BT%Sm?YZ{BzPp?k4sOeEFO)4~6fkTorU&H61NoJxrV}P*x6(_7>bOX3iEC4lZ{c zU6)SOOT&vekQd22TbQ_7J3266t?eyPXln*ueg-8sI|hDUenAF4K5<@QaRCtqc?C`E zD}riI6p8_L6D^CqpFBV8>4TjdK0NFb6NpauQinReSftH)j*F+_cwkS?kJRz}@j6Tq zx0iRCn>Ba-h)!<0c5c3#^#X2W#Ky6{Y@{dr-33R3S$X{-1ya7y@P~ONoylvvm&G1M zKYxglJyVnV>;~_bgvt*7XyNJh=^cZnO>v_NIvo}j* 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z#$%_&F{RpIHWhjKgA`yN=Z*)e8W;py_iO?S2-ataLW-!47aoNvTP?qkEylO8dBvj}Nn`-D9vr@G9%3yYidX zVfWS3(~|%yBCRiWc3hFO8fHU5Pmd)fC1or|UnqJ65F;9znrf=5_i@X5cn{Ka*HBHM zxs?^KR!2(O{#@f0B z?|4`)Ej>MVM43&#hHL#s8UpGd=OHeY?cI&zp_0g#0_4($WHdI*XCdy%$4+`veo8 zot9&`<{D^RPV5u;K3aUCGHF>Qp>%6Bcw*j-`exWrZl7t5aMbfdnhQN8!=+m#vc$#J znj_8uhvLUiTqC~uGn{aO*i$r9hqEk^^y=;Ilk{w>9GTnM9YrL+qOXfS8UEPj5q75E ZrW|D0dyb3lVJEuk%F8Ot;BFc|{eSk^k;ec4 literal 0 HcmV?d00001 From e5667265e2ac13eea266b97c65510a8ace136c22 Mon Sep 17 00:00:00 2001 From: Jessica Mitchell Date: Mon, 22 Jul 2024 11:40:43 +0200 Subject: [PATCH 3/5] update benchmark figures --- doc/htmldoc/benchmark_results.rst | 58 +++++++++++++++-------- doc/htmldoc/static/img/hpc_benchmark.png | Bin 0 -> 212321 bytes doc/htmldoc/static/img/mam_benchmark.png | Bin 0 -> 261068 bytes doc/htmldoc/static/img/mc_benchmark.png | Bin 0 -> 216801 bytes doc/htmldoc/static/img/replace_me.png | Bin 50142 -> 0 bytes 5 files changed, 37 insertions(+), 21 deletions(-) create mode 100644 doc/htmldoc/static/img/hpc_benchmark.png create mode 100644 doc/htmldoc/static/img/mam_benchmark.png create mode 100644 doc/htmldoc/static/img/mc_benchmark.png delete mode 100644 doc/htmldoc/static/img/replace_me.png diff --git a/doc/htmldoc/benchmark_results.rst b/doc/htmldoc/benchmark_results.rst index 14d8480046..5e3fb23fd6 100644 --- a/doc/htmldoc/benchmark_results.rst +++ b/doc/htmldoc/benchmark_results.rst @@ -8,57 +8,73 @@ NEST performance is continuously monitored and improved across various network s Here we show benchmarking results for NEST version 3.8 on Jureca-DC. -.. grid:: 1 1 2 2 +Strong scaling experiment of the Microcircuit model [1]_ +--------------------------------------------------------- + +.. grid:: 1 1 1 1 .. grid-item:: - :columns: 5 + :columns: 10 :class: sd-align-major-center - .. figure:: /static/img/replace_me.png - - Wall time versus number of nodes + .. image:: /static/img/mc_benchmark.png - some more text +.. grid:: 1 1 1 1 .. grid-item:: - :columns: 7 + :columns: 10 + :class: sd-align-minor-center - **Strong scaling experiment of the Microcircuit model** [1]_ * 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 when using more than 2 nodes + * The model runs faster than real time - .. grid-item:: - :columns: 5 + + +Strong scaling experiment of the Multi-area-model [2]_ +------------------------------------------------------- + +.. grid:: 1 1 1 1 + + .. grid-item:: :class: sd-align-major-center + :columns: 10 - .. figure:: /static/img/replace_me.png + .. image:: /static/img/mam_benchmark.png - Wall time versus number of nodes - .. grid-item:: - :columns: 7 +.. grid:: 1 1 1 1 - **Strong scaling experiment of the Multi-area-model** [2]_ + .. grid-item:: + :columns: 10 + :class: sd-align-minor-center * The model has ~3.2 million neurons and ~10 billion synapses * Steady decrease of run time with additional compute resources + + +Weak scaling experiment of the HPC benchmark model [3]_ +-------------------------------------------------------- + +.. grid:: 1 1 1 1 + .. grid-item:: - :columns: 5 + :columns: 10 :class: sd-align-major-center - .. figure:: /static/img/replace_me.png + .. image:: /static/img/hpc_benchmark.png + - Wall time versus number of nodes +.. grid:: 1 1 1 1 .. grid-item:: - :columns: 7 + :columns: 10 + :class: sd-align-minor-center - **Weak scaling experiment of the HPC benchmark model** [3]_ * The size of network scales proportionally with the computational resources used * Largest network size: ~5.6 million neurons and ~61 billion synapses diff --git a/doc/htmldoc/static/img/hpc_benchmark.png b/doc/htmldoc/static/img/hpc_benchmark.png new file mode 100644 index 0000000000000000000000000000000000000000..eefebc424c89b45564bad7e1f8c2602a085ff6ef GIT binary patch literal 212321 zcmeFZbzGI%`aZlJM?Ln~ihzj$3L+pa*ncN 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znj_8uhvLUiTqC~uGn{aO*i$r9hqEk^^y=;Ilk{w>9GTnM9YrL+qOXfS8UEPj5q75E ZrW|D0dyb3lVJEuk%F8Ot;BFc|{eSk^k;ec4 From 3efd99d9a26ef8c79601cfaf515f043956876ce9 Mon Sep 17 00:00:00 2001 From: jessica-mitchell Date: Mon, 22 Jul 2024 11:42:01 +0200 Subject: [PATCH 4/5] Update doc/htmldoc/benchmark_results.rst Co-authored-by: Dennis Terhorst --- doc/htmldoc/benchmark_results.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/htmldoc/benchmark_results.rst b/doc/htmldoc/benchmark_results.rst index 5e3fb23fd6..2d1e6acdd8 100644 --- a/doc/htmldoc/benchmark_results.rst +++ b/doc/htmldoc/benchmark_results.rst @@ -77,7 +77,7 @@ Weak scaling experiment of the HPC benchmark model [3]_ * The size of network scales proportionally with the computational resources used - * Largest network size: ~5.6 million neurons and ~61 billion synapses + * Largest network size in this diagram: ~5.6 million neurons and ~61 billion synapses * The figure shows that NEST can handle massive networks and simulate them efficiently From 33be2dc4bd32ad79893fa2974168ba7a67094e50 Mon Sep 17 00:00:00 2001 From: jessica-mitchell Date: Mon, 22 Jul 2024 12:36:11 +0200 Subject: [PATCH 5/5] Apply suggestions from code review Co-authored-by: Melissa Lober <47082241+mlober@users.noreply.github.com> --- doc/htmldoc/benchmark_results.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/htmldoc/benchmark_results.rst b/doc/htmldoc/benchmark_results.rst index 2d1e6acdd8..a36685e9e9 100644 --- a/doc/htmldoc/benchmark_results.rst +++ b/doc/htmldoc/benchmark_results.rst @@ -51,7 +51,7 @@ Strong scaling experiment of the Multi-area-model [2]_ :columns: 10 :class: sd-align-minor-center - * The model has ~3.2 million neurons and ~10 billion synapses + * The model has ~4.1 million neurons and ~24 billion synapses * Steady decrease of run time with additional compute resources @@ -77,7 +77,7 @@ Weak scaling experiment of the HPC benchmark model [3]_ * The size of network scales proportionally with the computational resources used - * Largest network size in this diagram: ~5.6 million neurons and ~61 billion synapses + * 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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