noctua2 benchmarks

769e7d0b · Carsten Bauer · 5701e14d · 769e7d0b · 769e7d0b · 769e7d0b
Commit 769e7d0b authored 3 years ago by Carsten Bauer
--- a/benchmarks/noctua2/Manifest.toml
+++ b/benchmarks/noctua2/Manifest.toml
+# This file is machine-generated - editing it directly is not advised
+
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+
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+[[deps.Test]]
+deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
+uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+
+[[deps.ThreadPinning]]
+deps = ["DelimitedFiles", "Libdl", "LinearAlgebra", "Random", "Requires"]
+git-tree-sha1 = "217ccfc75da03366f020d512bf7d6f476289954c"
+uuid = "811555cd-349b-4f26-b7bc-1f208b848042"
+version = "0.4.0"
+
+[[deps.ThreadingUtilities]]
+deps = ["ManualMemory"]
+git-tree-sha1 = "f8629df51cab659d70d2e5618a430b4d3f37f2c3"
+uuid = "8290d209-cae3-49c0-8002-c8c24d57dab5"
+version = "0.5.0"
+
+[[deps.UUIDs]]
+deps = ["Random", "SHA"]
+uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
+
+[[deps.UnPack]]
+git-tree-sha1 = "387c1f73762231e86e0c9c5443ce3b4a0a9a0c2b"
+uuid = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"
+version = "1.0.2"
+
+[[deps.Unicode]]
+uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
+
+[[deps.UnicodePlots]]
+deps = ["Contour", "Crayons", "Dates", "LinearAlgebra", "MarchingCubes", "NaNMath", "SparseArrays", "StaticArrays", "StatsBase", "Unitful"]
+git-tree-sha1 = "1785494cb9484f9ab05bbc9d81a2d4de4341eb39"
+uuid = "b8865327-cd53-5732-bb35-84acbb429228"
+version = "2.9.0"
+
+[[deps.Unitful]]
+deps = ["ConstructionBase", "Dates", "LinearAlgebra", "Random"]
+git-tree-sha1 = "b649200e887a487468b71821e2644382699f1b0f"
+uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
+version = "1.11.0"
+
+[[deps.VectorizationBase]]
+deps = ["ArrayInterface", "CPUSummary", "HostCPUFeatures", "Hwloc", "IfElse", "LayoutPointers", "Libdl", "LinearAlgebra", "SIMDTypes", "Static"]
+git-tree-sha1 = "1901efb08ce6c4526ddf7fdfa9181dc3593fe6a2"
+uuid = "3d5dd08c-fd9d-11e8-17fa-ed2836048c2f"
+version = "0.21.25"
+
+[[deps.Zlib_jll]]
+deps = ["Libdl"]
+uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
+
+[[deps.libblastrampoline_jll]]
+deps = ["Artifacts", "Libdl", "OpenBLAS_jll"]
+uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
+
+[[deps.nghttp2_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
+
+[[deps.p7zip_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
--- a/benchmarks/noctua2/Project.toml
+++ b/benchmarks/noctua2/Project.toml
+[deps]
+STREAMBenchmark = "05e9033e-e298-417a-adae-495536c11ad4"
+ThreadPinning = "811555cd-349b-4f26-b7bc-1f208b848042"
+UnicodePlots = "b8865327-cd53-5732-bb35-84acbb429228"
--- a/benchmarks/noctua2/slurm-377432.out
+++ b/benchmarks/noctua2/slurm-377432.out
+
+Inactive Modules:
+  1) compiler/GCCcore/10.2.0                4) lib/zlib/1.2.11-GCCcore-10.2.0
+  2) devel/ncurses/6.2-GCCcore-10.2.0       5) tools/tmux
+  3) lib/libevent/2.1.12-GCCcore-10.2.0
+
+Node: n2fpga14
+
+
+| 0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,
+  16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,
+  32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,
+  48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,
+  _,_,_,_,_,_,_,_,_,_,_,_,_,_,_,_,
+  _,_,_,_,_,_,_,_,_,_,_,_,_,_,_,_,
+  _,_,_,_,_,_,_,_,_,_,_,_,_,_,_,_,
+  _,_,_,_,_,_,_,_,_,_,_,_,_,_,_,_ |
+| 64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,
+  80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,
+  96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,
+  112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,
+  _,_,_,_,_,_,_,_,_,_,_,_,_,_,_,_,
+  _,_,_,_,_,_,_,_,_,_,_,_,_,_,_,_,
+  _,_,_,_,_,_,_,_,_,_,_,_,_,_,_,_,
+  _,_,_,_,_,_,_,_,_,_,_,_,_,_,_,_ |
+
+# = Julia thread, # = HT, # = Julia thread on HT, | = Socket seperator
+
+Julia threads: 128
+├ Occupied CPU-threads: 128
+└ Mapping (Thread => CPUID): 1 => 0, 2 => 1, 3 => 2, 4 => 3, 5 => 4, ...
+
+
+Julia threads are running on the following cores:
+[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127]
+
+
+╔══╡ Single-threaded:
+╟─ COPY:  23334.0 MB/s
+╟─ SCALE: 23576.0 MB/s
+╟─ ADD:   24894.1 MB/s
+╟─ TRIAD: 24931.6 MB/s
+╟─────────────────────
+║ Median: 24235.1 MB/s
+╚═════════════════════
+
+╔══╡ Multi-threaded:
+╠══╡ (128 threads)
+╟─ COPY:  462291.2 MB/s
+╟─ SCALE: 457061.7 MB/s
+╟─ ADD:   391821.9 MB/s
+╟─ TRIAD: 381946.0 MB/s
+╟─────────────────────
+║ Median: 424441.8 MB/s
+╚═════════════════════
+
+
+# Threads: 1	Max. memory bandwidth: 33941.4
+# Threads: 2	Max. memory bandwidth: 38767.1
+# Threads: 3	Max. memory bandwidth: 39517.2
+# Threads: 4	Max. memory bandwidth: 39609.6
+# Threads: 5	Max. memory bandwidth: 39102.9
+# Threads: 6	Max. memory bandwidth: 38284.1
+# Threads: 7	Max. memory bandwidth: 37811.7
+# Threads: 8	Max. memory bandwidth: 37550.4
+# Threads: 9	Max. memory bandwidth: 39206.3
+# Threads: 10	Max. memory bandwidth: 39409.3
+# Threads: 11	Max. memory bandwidth: 39467.6
+# Threads: 12	Max. memory bandwidth: 39540.5
+# Threads: 13	Max. memory bandwidth: 39570.5
+# Threads: 14	Max. memory bandwidth: 39609.2
+# Threads: 15	Max. memory bandwidth: 39708.9
+# Threads: 16	Max. memory bandwidth: 39672.4
+# Threads: 17	Max. memory bandwidth: 42262.7
+# Threads: 18	Max. memory bandwidth: 44959.9
+# Threads: 19	Max. memory bandwidth: 47618.6
+# Threads: 20	Max. memory bandwidth: 50331.5
+# Threads: 21	Max. memory bandwidth: 53020.4
+# Threads: 22	Max. memory bandwidth: 55755.4
+# Threads: 23	Max. memory bandwidth: 58452.7
+# Threads: 24	Max. memory bandwidth: 61296.8
+# Threads: 25	Max. memory bandwidth: 64048.3
+# Threads: 26	Max. memory bandwidth: 66930.0
+# Threads: 27	Max. memory bandwidth: 69775.6
+# Threads: 28	Max. memory bandwidth: 72580.6
+# Threads: 29	Max. memory bandwidth: 75390.5
+# Threads: 30	Max. memory bandwidth: 78293.4
+# Threads: 31	Max. memory bandwidth: 81460.0
+# Threads: 32	Max. memory bandwidth: 83668.6
+# Threads: 33	Max. memory bandwidth: 86534.2
+# Threads: 34	Max. memory bandwidth: 89575.3
+# Threads: 35	Max. memory bandwidth: 92646.5
+# Threads: 36	Max. memory bandwidth: 95490.8
+# Threads: 37	Max. memory bandwidth: 98414.6
+# Threads: 38	Max. memory bandwidth: 101697.9
+# Threads: 39	Max. memory bandwidth: 104463.9
+# Threads: 40	Max. memory bandwidth: 107721.6
+# Threads: 41	Max. memory bandwidth: 110941.6
+# Threads: 42	Max. memory bandwidth: 113983.3
+# Threads: 43	Max. memory bandwidth: 117262.1
+# Threads: 44	Max. memory bandwidth: 120312.6
+# Threads: 45	Max. memory bandwidth: 123521.3
+# Threads: 46	Max. memory bandwidth: 127212.2
+# Threads: 47	Max. memory bandwidth: 130323.0
+# Threads: 48	Max. memory bandwidth: 132789.6
+# Threads: 49	Max. memory bandwidth: 135288.6
+# Threads: 50	Max. memory bandwidth: 138513.6
+# Threads: 51	Max. memory bandwidth: 141462.7
+# Threads: 52	Max. memory bandwidth: 145843.2
+# Threads: 53	Max. memory bandwidth: 148691.9
+# Threads: 54	Max. memory bandwidth: 151944.4
+# Threads: 55	Max. memory bandwidth: 155839.8
+# Threads: 56	Max. memory bandwidth: 158417.9
+# Threads: 57	Max. memory bandwidth: 162548.3
+# Threads: 58	Max. memory bandwidth: 165540.3
+# Threads: 59	Max. memory bandwidth: 170512.2
+# Threads: 60	Max. memory bandwidth: 173214.5
+# Threads: 61	Max. memory bandwidth: 176547.2
+# Threads: 62	Max. memory bandwidth: 181011.2
+# Threads: 63	Max. memory bandwidth: 184472.1
+# Threads: 64	Max. memory bandwidth: 187421.5
+# Threads: 65	Max. memory bandwidth: 188262.2
+# Threads: 66	Max. memory bandwidth: 192293.7
+# Threads: 67	Max. memory bandwidth: 196260.6
+# Threads: 68	Max. memory bandwidth: 200640.7
+# Threads: 69	Max. memory bandwidth: 203263.9
+# Threads: 70	Max. memory bandwidth: 209873.3
+# Threads: 71	Max. memory bandwidth: 210803.0
+# Threads: 72	Max. memory bandwidth: 216486.0
+# Threads: 73	Max. memory bandwidth: 221481.7
+# Threads: 74	Max. memory bandwidth: 222692.8
+# Threads: 75	Max. memory bandwidth: 225600.8
+# Threads: 76	Max. memory bandwidth: 229398.5
+# Threads: 77	Max. memory bandwidth: 235343.1
+# Threads: 78	Max. memory bandwidth: 240904.0
+# Threads: 79	Max. memory bandwidth: 241675.6
+# Threads: 80	Max. memory bandwidth: 244348.1
+# Threads: 81	Max. memory bandwidth: 248013.3
+# Threads: 82	Max. memory bandwidth: 251541.4
+# Threads: 83	Max. memory bandwidth: 257786.8
+# Threads: 84	Max. memory bandwidth: 261039.7
+# Threads: 85	Max. memory bandwidth: 268311.2
+# Threads: 86	Max. memory bandwidth: 272422.6
+# Threads: 87	Max. memory bandwidth: 276686.4
+# Threads: 88	Max. memory bandwidth: 277800.7
+# Threads: 89	Max. memory bandwidth: 281057.5
+# Threads: 90	Max. memory bandwidth: 286517.2
+# Threads: 91	Max. memory bandwidth: 293541.7
+# Threads: 92	Max. memory bandwidth: 296142.3
+# Threads: 93	Max. memory bandwidth: 299492.7
+# Threads: 94	Max. memory bandwidth: 306380.6
+# Threads: 95	Max. memory bandwidth: 312008.0
+# Threads: 96	Max. memory bandwidth: 314732.9
+# Threads: 97	Max. memory bandwidth: 315592.3
+# Threads: 98	Max. memory bandwidth: 323392.1
+# Threads: 99	Max. memory bandwidth: 319958.9
+# Threads: 100	Max. memory bandwidth: 329524.2
+# Threads: 101	Max. memory bandwidth: 334298.6
+# Threads: 102	Max. memory bandwidth: 334569.9
+# Threads: 103	Max. memory bandwidth: 343026.8
+# Threads: 104	Max. memory bandwidth: 350256.5
+# Threads: 105	Max. memory bandwidth: 355691.6
+# Threads: 106	Max. memory bandwidth: 360099.7
+# Threads: 107	Max. memory bandwidth: 363009.5
+# Threads: 108	Max. memory bandwidth: 372386.4
+# Threads: 109	Max. memory bandwidth: 371830.4
+# Threads: 110	Max. memory bandwidth: 382039.8
+# Threads: 111	Max. memory bandwidth: 383984.7
+# Threads: 112	Max. memory bandwidth: 380027.5
+# Threads: 113	Max. memory bandwidth: 385447.6
+# Threads: 114	Max. memory bandwidth: 390575.7
+# Threads: 115	Max. memory bandwidth: 398674.1
+# Threads: 116	Max. memory bandwidth: 398005.8
+# Threads: 117	Max. memory bandwidth: 408238.9
+# Threads: 118	Max. memory bandwidth: 413160.0
+# Threads: 119	Max. memory bandwidth: 417274.4
+# Threads: 120	Max. memory bandwidth: 428735.6
+# Threads: 121	Max. memory bandwidth: 430021.9
+# Threads: 122	Max. memory bandwidth: 434019.8
+# Threads: 123	Max. memory bandwidth: 437953.3
+# Threads: 124	Max. memory bandwidth: 442246.1
+# Threads: 125	Max. memory bandwidth: 453289.8
+# Threads: 126	Max. memory bandwidth: 463640.3
+# Threads: 127	Max. memory bandwidth: 461435.7
+# Threads: 128	Max. memory bandwidth: 462300.1
+                        Memory Bandwidth Scaling          
+               +----------------------------------------+ 
+        500000 |                                        | 
+               |                        ./              | 
+               |                       /`               | 
+               |                     .*`                | 
+               |                    .'                  | 
+               |                  .-`                   | 
+               |                 ,/                     | 
+   MB/s        |               ./                       | 
+               |             ./`                        | 
+               |           .r/                          | 
+               |         .r'                            | 
+               |       .r'                              | 
+               |     _*'                                | 
+               |___,/`                                  | 
+             0 |                                        | 
+               +----------------------------------------+ 
+                0                                    200  
+                                # threads                 
--- a/benchmarks/noctua2/test_stream.jl
+++ b/benchmarks/noctua2/test_stream.jl
+#!/usr/bin/env sh
+#SBATCH -J STREAMBenchmark
+#SBATCH -N 1
+#SBATCH -n 128
+#SBATCH -A pc2-mitarbeiter
+#SBATCH -p ALL
+#SBATCH -t 30:00
+#SBATCH --hint=nomultithread
+#=
+ml load lang
+ml load Julia/1.7.2-linux-x86_64
+export JULIA_NUM_THREADS=128
+julia --project $(scontrol show job $SLURM_JOBID | awk -F= '/Command=/{print $2}')
+exit
+# =#
+
+println("Node: ", gethostname(), "\n")
+
+using Pkg
+Pkg.instantiate()
+Pkg.precompile()
+flush(stdout)
+flush(stderr)
+
+using STREAMBenchmark
+using ThreadPinning
+using UnicodePlots
+
+# thread affinity
+pinthreads(:compact)
+threadinfo(; color=false)
+println()
+println("Julia threads are running on the following cores:")
+println(getcpuids(), "\n")
+flush(stdout)
+
+# membw benchmark
+println()
+benchmark(N=64_000_000)
+flush(stdout)
+
+# membw scaling benchmark
+println()
+maximums = scaling_benchmark(N=64_000_000)
+flush(stdout)
+p = lineplot(1:Threads.nthreads(), maximums, title="Memory Bandwidth Scaling", xlabel="# threads", ylabel="MB/s", border=:ascii, canvas=AsciiCanvas)
+println(p)
+flush(stdout)
\ No newline at end of file