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
128
129
130
131
132
133
134
135
136
137
138
139
|
<!DOCTYPE html>
<!-- Copyright (c) 2019 Maxim Egorushkin. MIT License. See the full licence in file LICENSE. -->
<html>
<head>
<!-- Global site tag (gtag.js) - Google Analytics -->
<script async src="https://www.googletagmanager.com/gtag/js?id=UA-141287509-1"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'UA-141287509-1');
</script>
<link href="https://fonts.googleapis.com/css?family=Roboto+Slab:400,700&display=swap" rel="stylesheet">
<link rel="stylesheet" href="benchmarks.css">
<script src="https://code.jquery.com/jquery-3.6.0.min.js" integrity="sha256-/xUj+3OJU5yExlq6GSYGSHk7tPXikynS7ogEvDej/m4=" crossorigin="anonymous"></script>
<script src="https://code.highcharts.com/highcharts.js"></script>
<script src="https://code.highcharts.com/highcharts-more.js"></script>
<script src="https://code.highcharts.com/modules/pattern-fill.js"></script>
<script src="theme.js"></script>
<script src="benchmarks.js"></script>
<meta charset="utf-8">
<title>Scalability and Latency Benchmarks</title>
</head>
<body>
<h1 class="view-toggle">Scalability Benchmark</h1>
<div>
<p>N producer threads push a 4-byte integer into one same queue, N consumer threads pop the integers from the queue. All producers posts 1,000,000 messages in total. Total time to send and receive all the messages is measured. The benchmark is run for from 1 producer and 1 consumer up to (total-number-of-cpus / 2) producers/consumers to measure the scalabilty of different queues. The minimum, maximum, mean and standard deviation of at least 33 runs are reported in the tooltip, the error bars are ±1 standard deviation.</p>
<h3 class="view-toggle">Scalability on Intel i9-9900KS</h3>
<div>
<div class="chart" id="scalability-9900KS-5GHz" data-caption="Intel i9-9900KS has 8 CPU cores, with 2 SMT threads per core. The throughput scales best when adding another pair of producer/consumer threads, as long as each thread can run on a different CPU core. Scaling gets worse when CPU cores have to run 2 SMT threads. The chart shows the worse scaling beyond 4 producer + 4 consumer threads, as expected."></div>
</div>
<h3 class="view-toggle">Scalability on AMD Ryzen 7 5825U</h3>
<div>
<div class="chart" id="scalability-ryzen-5825u" data-caption="AMD Ryzen 7 5825U has 8 CPU cores, with 2 SMT threads per core. The CPU topology matching that of Intel i9-9900KS is expected to demonstrate similar throughput scaling. Being a laptop CPU, AMD Ryzen 7 5825U is limited to 25W power draw, so that using more threads downclocks the CPU and reduces the throughput, as seen in the chart."></div>
</div>
<h3 class="view-toggle">Scalability on Intel Xeon Gold 6132</h3>
<div>
<div class="chart" id="scalability-xeon-gold-6132" data-caption="Intel Intel Xeon Gold 6132 has 2 CPUs, each with 7 CPU cores and 2 SMT threads per core. The throughput is expected to scale best up to 3 producer + 3 consumer threads, running 1 thread per CPU core within one CPU. When adding more pairs of producer/consumer threads the scheduler prefers running 2 SMT threads per core within one CPU, rather than 1 SMT thread per core in both CPUs. The interconnect between the 2 CPUs bottlenecks the throughput, so that 28 threads running in 2 CPUs can barely match the throughput of 14 threads running in one CPU."></div>
</div>
<h3 class="view-toggle">Scalability on AMD Ryzen 9 5950X</h3>
<div>
<div class="chart" id="scalability-ryzen-5950x" data-caption="AMD Ryzen 9 5950X has 2 CPUs/CCXs, each with 8 CPU cores and 2 SMT threads per core. The throughput is expected to scale best up to 4 producer + 4 consumer threads, running 1 thread per CPU core within one CPU. When adding more pairs of producer/consumer threads the scheduler prefers running 1 SMT thread per core in both CPUs, to running 2 SMT threads per core within one CPU, because of relatively faster AMD Infinity Fabric interconnect between the CPUs. The throughput takes a hit beyond 4 producer + 4 consumer threads, when threads run on different CPUs, and adding more threads can hardly match the throughput of 8 threads running in one CPU."></div>
</div>
</div>
<h1 class="view-toggle">Latency Benchmark</h1>
<div>
<p>One thread posts a 4-byte integer to another thread through one queue and waits for a reply from another queue (2 queues in total). The benchmark measures the total time of 100,000 ping-pongs, best of 10 runs. Contention is minimal here (1-producer-1-consumer, 1 element in the queue) to be able to achieve and measure the lowest latency. Reports the average round-trip time, i.e. the time it takes to post a message to another thread and receive a reply. The minimum, maximum, mean and standard deviation of at least 33 runs are reported in the tooltip, the error bars are ±1 standard deviation. The boxplot displays minimum, mean-stdev, mean, mean+stdev, maximum.</p>
<h3 class="view-toggle">Latency on Intel i9-9900KS</h3>
<div>
<div class="chart" id="latency-9900KS-5GHz" data-caption="Intel i9-9900KS with one CPU demonstratrates low latency and low variance across runs, as expected."></div>
</div>
<h3 class="view-toggle">Latency on AMD Ryzen 7 5825U</h3>
<div>
<div class="chart" id="latency-ryzen-5825u" data-caption="AMD Ryzen 7 5825U with one CPU demonstratrates lower latency and lower variance across runs, as expected from a newer CPU."></div>
</div>
<h3 class="view-toggle">Latency on Intel Xeon Gold 6132</h3>
<div>
<div class="chart" id="latency-xeon-gold-6132" data-caption="Intel Intel Xeon Gold 6132 with its 2 CPUs demonstratrates high latency despite running the 2 threads in one CPU. The CPU cache coherency protocol sends messages to other CPUs on every store to memory, resulting in the high latency of stores."></div>
</div>
<h3 class="view-toggle">Latency on AMD Ryzen 9 5950X</h3>
<div>
<div class="chart" id="latency-ryzen-5950x" data-caption="AMD Ryzen 9 5950X with its 2 CPUs/CCXs 2 CPUs demonstratrates high latency despite running the 2 threads in one CPU. The CPU cache coherency protocol sends messages to other CPUs on every store to memory, resulting in the high latency of stores."></div>
</div>
</div>
<h1 class="view-toggle">Systems details</h1>
<div>
<h3 class="view-toggle">Intel i9-9900KS system</h3>
<ul>
<li>OS: Kubuntu-18.04.4 LTS
<li>Compiler: gcc-8.4.0
<li>atomic_queue version: commit 7e138d21fcd4bad95e030d8d6c8b77d5a4538baa
<li>Boost version: 1.65.1
<li>TBB version: 2019_U7, commit 4233fef583b4f8cbf9f781311717600feaaa0694
<li>moodycamel concurrentqueue version: commit dea078cf5b6e742cd67a0d725e36f872feca4de4
<li>moodycamel readerwriterqueue version: commit 2ae710de996a1d02bbc7696b2cdff2c6078e76f8
<li>xenium library version: commit f6416d30043a7d025405038d5ddd4794aaaab4a3
</ul>
<h3 class="view-toggle">AMD Ryzen 7 5825U system</h3>
<ul>
<li>OS: Kubuntu 22.04 LTS
<li>Compiler: gcc-11.2.0
<li>atomic_queue version: commit 7d75e9ed0359650224b29cdf6728c5fe0a19fffb
<li>Boost version: 1.74.0
<li>TBB version: 2021.5.0
<li>moodycamel concurrentqueue version: commit dea078cf5b6e742cd67a0d725e36f872feca4de4
<li>moodycamel readerwriterqueue version: commit 2ae710de996a1d02bbc7696b2cdff2c6078e76f8
<li>xenium library version: commit f6416d30043a7d025405038d5ddd4794aaaab4a3
</ul>
<h3 class="view-toggle">Intel Xeon Gold 6132 system</h3>
<ul>
<li>OS: Red Hat Enterprise Linux Server release 6.10 (Santiago)
<li>Compiler: gcc-8.4.0
<li>atomic_queue version: commit 7e138d21fcd4bad95e030d8d6c8b77d5a4538baa
<li>Boost version: 1.65.1
<li>TBB version: 2019_U7, commit 4233fef583b4f8cbf9f781311717600feaaa0694
<li>moodycamel concurrentqueue version: commit dea078cf5b6e742cd67a0d725e36f872feca4de4
<li>moodycamel readerwriterqueue version: commit 2ae710de996a1d02bbc7696b2cdff2c6078e76f8
<li>xenium library version: commit f6416d30043a7d025405038d5ddd4794aaaab4a3
</ul>
<h3 class="view-toggle">AMD Ryzen 9 5950X system</h3>
<ul>
<li>OS: KDE Neon based on Ubuntu 20.04 and XanMod Kernel 5.10 LTS.
<li>Compiler: gcc-9.3.0
<li>atomic_queue version: commit e02078c14cab70f0df594ea3406f1240297e11d7
<li>Boost version: 1.71.0
<li>TBB version: 2019_U7, commit 4233fef583b4f8cbf9f781311717600feaaa0694
<li>moodycamel concurrentqueue version: commit dea078cf5b6e742cd67a0d725e36f872feca4de4
<li>moodycamel readerwriterqueue version: commit 2ae710de996a1d02bbc7696b2cdff2c6078e76f8
<li>xenium library version: commit f6416d30043a7d025405038d5ddd4794aaaab4a3
</ul>
</div>
<h1 class="view-toggle homepage">Homepage</h1>
<div>
<p class="homepage"><a href="https://github.com/max0x7ba/atomic_queue">github.com/max0x7ba/atomic_queue</a></p>
<p class="copyright">Copyright (c) 2019 Maxim Egorushkin. MIT License. See the full licence in file LICENSE.</p>
</div>
<script>
const scalability_9900KS = {"AtomicQueue": [[1, 52660493, 286258811, 74231130, 46923128], [2, 11670323, 12511844, 12011858, 270810], [3, 9791407, 10870735, 10354387, 423144], [4, 8124141, 8262334, 8192020, 23767], [5, 7882302, 8164594, 8058345, 45565], [6, 7536832, 7993441, 7709403, 113618], [7, 7011413, 8020563, 7552220, 427030], [8, 6291117, 7515622, 6885968, 545237]], "AtomicQueue2": [[1, 22787102, 61696929, 23153888, 2262406], [2, 11251529, 12267302, 11657086, 212493], [3, 9250720, 10001213, 9472512, 131865], [4, 7958528, 8157226, 8055508, 33266], [5, 7784153, 8097440, 7972636, 61800], [6, 7450035, 7952026, 7641924, 130961], [7, 7005546, 7995642, 7509325, 381599], [8, 6349759, 7441272, 6854003, 471089]], "AtomicQueueB": [[1, 42613077, 228034973, 48968374, 17271281], [2, 11307287, 12122517, 11654762, 192294], [3, 9978460, 11117123, 10580691, 418664], [4, 7820303, 8149391, 8038875, 49723], [5, 7393617, 7922868, 7706848, 116543], [6, 7044646, 7623977, 7432887, 119697], [7, 6771050, 7812016, 7300722, 426304], [8, 6167485, 7214447, 6685564, 449080]], "AtomicQueueB2": [[1, 31747483, 44550020, 34684489, 1949026], [2, 11004660, 11624801, 11264944, 159388], [3, 9311302, 9898647, 9585552, 81750], [4, 7583514, 8026821, 7885529, 68419], [5, 7318917, 7806120, 7600268, 122098], [6, 7004711, 7518179, 7348211, 105453], [7, 6760542, 7775829, 7294366, 408721], [8, 6203358, 7175857, 6682430, 396215]], "OptimistAtomicQueue": [[1, 487380322, 829842979, 661556071, 100346674], [2, 31797501, 32761745, 32437895, 262498], [3, 36537452, 37548890, 37008138, 364848], [4, 39195547, 39453579, 39332552, 57506], [5, 37390896, 48677211, 44454166, 2490283], [6, 41443858, 50559092, 46326029, 3930139], [7, 43825547, 53156863, 48061575, 3621601], [8, 46177415, 50602252, 47828080, 1452954]], "OptimistAtomicQueue2": [[1, 25703634, 682547965, 230538256, 211766068], [2, 21661800, 29516399, 24851671, 1493004], [3, 29291342, 33834235, 30273240, 524342], [4, 32920458, 36241653, 33343018, 441670], [5, 36830993, 43357072, 38976054, 1862089], [6, 39747081, 49741386, 44704047, 4504426], [7, 42479711, 51839802, 46362844, 3648632], [8, 43732450, 49877392, 46347786, 2371894]], "OptimistAtomicQueueB": [[1, 75661057, 738447042, 124305321, 83621261], [2, 31477141, 32474220, 32144227, 176354], [3, 36019269, 37037279, 36563374, 322208], [4, 38357209, 38905937, 38647013, 72549], [5, 36246828, 47608460, 43165102, 2491292], [6, 39494986, 49368578, 44976208, 4044505], [7, 41252863, 51655899, 46076590, 4108616], [8, 43899112, 49215349, 46213653, 1857294]], "OptimistAtomicQueueB2": [[1, 31441458, 495211858, 59246349, 27593701], [2, 21826376, 29825513, 26058597, 2081213], [3, 28756903, 34057706, 29794288, 839909], [4, 31084544, 33672715, 32858135, 485076], [5, 33366524, 40347303, 36955446, 2416293], [6, 36837801, 42786274, 39860539, 2457925], [7, 39946444, 45751323, 42359860, 2112179], [8, 41740252, 46736438, 43950268, 1704291]], "boost::lockfree::queue": [[1, 6746684, 8277185, 7092878, 418709], [2, 7312023, 7803259, 7553075, 87733], [3, 7263517, 7648842, 7476500, 91860], [4, 6359882, 7098293, 6610597, 192715], [5, 6367348, 6773852, 6457372, 46054], [6, 5927503, 6298061, 6055700, 68494], [7, 5746691, 6154693, 5964947, 83543], [8, 5331463, 5801836, 5535251, 89204]], "boost::lockfree::spsc_queue": [[1, 64923339, 78317500, 69086959, 2160846]], "moodycamel::ConcurrentQueue": [[1, 20190901, 29453011, 24985741, 1594915], [2, 14337151, 52431952, 16261043, 4078346], [3, 15291705, 43648056, 17046353, 4143492], [4, 15736506, 45837232, 18228886, 5125409], [5, 16888207, 47841058, 19245549, 5379950], [6, 16998837, 63384866, 20186438, 6382091], [7, 17716036, 66347129, 21038132, 6921929], [8, 17924728, 64375322, 22382013, 8285161]], "moodycamel::ReaderWriterQueue": [[1, 43356419, 538733018, 256503633, 185340411]], "pthread_spinlock": [[1, 23507277, 29932694, 27413691, 1797342], [2, 14270085, 18312194, 16382070, 769144], [3, 8211868, 12289865, 10189163, 1848412], [4, 6395961, 9383867, 7773828, 1275888], [5, 8442872, 10466994, 9009726, 423856], [6, 8112952, 9328919, 8527056, 234738], [7, 7189956, 8492547, 7685023, 190137], [8, 6576974, 7596251, 6917365, 230403]], "std::mutex": [[1, 5006882, 9199394, 6838493, 652022], [2, 4687459, 6598427, 5749404, 387982], [3, 4580302, 6900299, 5685428, 464037], [4, 4941923, 7100935, 6086683, 325998], [5, 5151696, 6739344, 5986755, 186929], [6, 5521016, 6571707, 5918632, 116062], [7, 5532592, 6378700, 5826170, 88618], [8, 5438188, 6181434, 5704761, 76268]], "tbb::concurrent_bounded_queue": [[1, 10925661, 14807665, 13187267, 1088087], [2, 12352037, 15166768, 13521906, 612838], [3, 11099805, 12535211, 11630738, 279433], [4, 9929811, 10656023, 10303443, 177287], [5, 9349138, 10217187, 9704186, 183365], [6, 8548656, 9516659, 8863967, 196987], [7, 7358384, 8693321, 7958661, 218257], [8, 6615544, 8013655, 7136724, 350688]], "tbb::spin_mutex": [[1, 32588344, 41937261, 36432718, 2291145], [2, 17753221, 21806602, 19845873, 1357076], [3, 7201937, 11563566, 9346899, 1335282], [4, 2900531, 6495310, 4753237, 1579671], [5, 5103017, 5929302, 5552236, 189032], [6, 4254932, 5441256, 4834876, 480630], [7, 4223732, 4907625, 4560981, 246626], [8, 3338874, 4286720, 4138009, 129870]], "xenium::michael_scott_queue": [[1, 8417342, 10161353, 9493893, 327033], [2, 8230532, 8706024, 8488596, 76740], [3, 7071683, 7702336, 7404448, 172642], [4, 6177715, 6500382, 6329812, 50090], [5, 6227656, 6844074, 6487028, 190493], [6, 6408222, 7118668, 6666732, 183381], [7, 6220683, 6728490, 6410011, 115700], [8, 5906991, 6324097, 6072896, 89071]], "xenium::ramalhete_queue": [[1, 26889784, 33285933, 31963600, 729718], [2, 22883173, 24719839, 23562698, 341416], [3, 28121330, 29464259, 28838631, 366336], [4, 33312793, 34047588, 33650956, 184508], [5, 31808107, 38717573, 34327553, 2297341], [6, 33560480, 40481895, 36597565, 2593281], [7, 34734954, 42470849, 38204151, 3109357], [8, 35105293, 44944634, 39750343, 4246943]], "xenium::vyukov_bounded_queue": [[1, 60523731, 122827707, 104853037, 23546237], [2, 17367563, 29204433, 25098906, 2910703], [3, 14333973, 16468857, 15718588, 266421], [4, 11678227, 12747022, 12409949, 196985], [5, 10112556, 11532118, 11083680, 290177], [6, 9709516, 12829017, 10969926, 1069776], [7, 9061926, 10421370, 9652587, 457388], [8, 8187699, 8591244, 8371133, 91811]]};
const scalability_xeon_gold_6132 = {"AtomicQueue": [[1, 8058966, 85486744, 19861417, 13465781], [2, 2774121, 5150399, 3716822, 529166], [3, 2234209, 3581321, 2844019, 297103], [4, 2189691, 2797820, 2500767, 141748], [5, 2000160, 2556556, 2239114, 108475], [6, 1800361, 2193952, 1967523, 85069], [7, 1339017, 2052080, 1747440, 113355], [8, 499239, 1790395, 1251368, 376126], [9, 457147, 1554831, 1065501, 317655], [10, 499701, 1497940, 933685, 296414], [11, 471438, 1317111, 758521, 284702], [12, 472731, 1223669, 645847, 211406], [13, 475966, 1051905, 607384, 154227], [14, 447298, 915959, 542223, 81608]], "AtomicQueue2": [[1, 6014132, 112250995, 11860821, 13520637], [2, 2828684, 4803110, 3861060, 547933], [3, 2370797, 3402752, 2907770, 290882], [4, 2198966, 2893203, 2481239, 168783], [5, 1922906, 2473517, 2215197, 120928], [6, 1700174, 2163119, 1957391, 98690], [7, 1584156, 1904525, 1752509, 71870], [8, 497167, 1692471, 1211725, 399956], [9, 492465, 1637918, 1032783, 355535], [10, 498320, 1502601, 894903, 322686], [11, 496862, 1287595, 740572, 255373], [12, 479471, 1142817, 669465, 220449], [13, 490420, 1087423, 564978, 132699], [14, 484859, 853987, 561566, 95000]], "AtomicQueueB": [[1, 11312440, 21089399, 14319386, 2322974], [2, 2828641, 4395539, 3598695, 363396], [3, 2383683, 3335368, 2837469, 222254], [4, 2194149, 2838158, 2479930, 155470], [5, 1961892, 2545450, 2206488, 124696], [6, 1704523, 2207219, 1965343, 113058], [7, 1400922, 2184936, 1760002, 125320], [8, 498481, 1680613, 1093922, 406887], [9, 495736, 1581164, 956214, 328532], [10, 498850, 1444846, 840343, 308105], [11, 483922, 1277870, 700261, 269404], [12, 487609, 1134736, 616528, 192809], [13, 494557, 857638, 544687, 81207], [14, 483041, 850197, 558294, 95879]], "AtomicQueueB2": [[1, 7460755, 14951085, 10960441, 1884733], [2, 2741293, 4471488, 3421984, 442894], [3, 2351790, 3354557, 2754730, 237182], [4, 2126512, 2763650, 2451035, 148674], [5, 2033646, 2434559, 2185096, 106060], [6, 1749020, 2318698, 1968299, 112029], [7, 1352736, 1922994, 1752021, 107017], [8, 479497, 1649868, 1094885, 411721], [9, 486573, 1566955, 964595, 345537], [10, 498586, 1511963, 858856, 312525], [11, 484384, 1295858, 693007, 252815], [12, 491452, 1155658, 619410, 194677], [13, 442994, 1058050, 576966, 133949], [14, 469414, 882437, 539996, 70095]], "OptimistAtomicQueue": [[1, 56698745, 429583640, 175629468, 86409817], [2, 6408754, 11931110, 8798271, 1427113], [3, 8066359, 13129768, 10458901, 1514753], [4, 8298306, 13581897, 11250748, 1640968], [5, 8932051, 13944639, 12365031, 1196775], [6, 9446462, 14000610, 12900019, 1207077], [7, 9778505, 14314352, 13477473, 850012], [8, 9215134, 11865416, 10467114, 722175], [9, 8102279, 11617885, 10064154, 979170], [10, 7755919, 11379025, 10007986, 1069232], [11, 7809733, 11642631, 10059359, 1147829], [12, 7678745, 11785406, 10015423, 1121277], [13, 7891823, 11650001, 9852053, 1038603], [14, 7931500, 12177433, 9759040, 1154347]], "OptimistAtomicQueue2": [[1, 13352047, 166577270, 79006910, 30513135], [2, 5809820, 10117510, 7296714, 983486], [3, 7359997, 12559722, 9306742, 1644149], [4, 7729367, 12734246, 10474524, 1667974], [5, 8256529, 13316977, 11173176, 1704466], [6, 8427196, 13658790, 12145214, 1423602], [7, 8972407, 13954602, 12800483, 941189], [8, 8306345, 11031293, 10007828, 701969], [9, 7781010, 11330468, 9562517, 884767], [10, 7270803, 10842898, 9535466, 1017074], [11, 7306288, 11400679, 9630510, 1113066], [12, 7615179, 10905131, 9599169, 993126], [13, 7768507, 10951419, 9495167, 927146], [14, 7939789, 11593058, 9363004, 1002168]], "OptimistAtomicQueueB": [[1, 18005087, 461920680, 43299949, 58590278], [2, 7918458, 13244281, 10554149, 1412045], [3, 8566563, 13834992, 11664903, 1605994], [4, 8776970, 13733282, 12143773, 1339924], [5, 9080446, 14486100, 12540476, 1136728], [6, 9031510, 14144692, 12968928, 1144476], [7, 10260978, 14264523, 13401276, 578048], [8, 7860310, 11677713, 10338906, 733228], [9, 8037599, 11536671, 10046625, 980055], [10, 7666387, 11483247, 9974741, 1077884], [11, 7773342, 11518370, 10097099, 1148028], [12, 7708761, 11962418, 10143672, 1169123], [13, 7725882, 11194790, 9873433, 1054815], [14, 7855188, 11275014, 9646028, 1118131]], "OptimistAtomicQueueB2": [[1, 11400233, 27116940, 21484544, 4456865], [2, 6565091, 11622771, 9409379, 1434258], [3, 7435746, 12559877, 10522656, 1516744], [4, 7776622, 12750010, 10260559, 1589501], [5, 7964167, 13270039, 11437117, 1346754], [6, 8849023, 13722187, 11756287, 1234538], [7, 8997751, 13835002, 12188309, 1192711], [8, 7756541, 10713723, 9591582, 747240], [9, 7314675, 11263412, 9209092, 948300], [10, 7352487, 10748888, 9264018, 1017641], [11, 7141749, 10896155, 9260621, 1076754], [12, 7063191, 10471776, 9248261, 984638], [13, 7358863, 10459869, 9071272, 961738], [14, 7490258, 10858481, 8986939, 1056811]], "boost::lockfree::queue": [[1, 1934482, 3335118, 2968513, 267417], [2, 2020556, 2714547, 2380363, 166177], [3, 1766944, 2481333, 2277536, 154223], [4, 1927815, 2468139, 2215008, 117101], [5, 1913080, 2341598, 2154795, 109277], [6, 1737937, 2239840, 2067750, 101330], [7, 1685532, 2158493, 1965928, 102944], [8, 476300, 1588449, 1057234, 312540], [9, 504256, 1466335, 882380, 236710], [10, 495183, 1249404, 733720, 210184], [11, 496163, 1173368, 615041, 163022], [12, 483550, 1080338, 576774, 125017], [13, 479449, 942173, 552191, 90608], [14, 444801, 789696, 538890, 64254]], "boost::lockfree::spsc_queue": [[1, 21589958, 35612264, 26701941, 3432048]], "moodycamel::ConcurrentQueue": [[1, 5031299, 13152497, 7231628, 2054206], [2, 3106244, 21840508, 5669989, 2480503], [3, 4039871, 18242902, 7384110, 3603375], [4, 4487792, 21071736, 8181695, 3838323], [5, 5209580, 24290350, 9672263, 5127482], [6, 5202954, 24160723, 8472347, 4567541], [7, 5415473, 26165080, 9754203, 5527832], [8, 4290069, 18526789, 7646915, 3740996], [9, 4479809, 35353993, 7585632, 6194437], [10, 4727037, 23405328, 7617742, 4615300], [11, 4631325, 30337177, 8709014, 6268210], [12, 4473005, 27300920, 8026322, 5175124], [13, 4555975, 27789293, 8331006, 5575842], [14, 4102221, 43489396, 11921415, 9787758]], "moodycamel::ReaderWriterQueue": [[1, 12713140, 254602528, 122153284, 81114699]], "pthread_spinlock": [[1, 4306958, 8535650, 5905333, 840994], [2, 2839333, 4736775, 4053457, 456568], [3, 2548628, 3614912, 3201805, 248819], [4, 2087992, 2959824, 2605329, 165780], [5, 1983329, 2542321, 2248467, 138984], [6, 1783286, 2276326, 1986022, 112386], [7, 1536216, 2018246, 1766854, 112798], [8, 507415, 1499893, 1072692, 193480], [9, 501385, 1152617, 766700, 218876], [10, 489327, 1025270, 609721, 149499], [11, 497072, 858980, 604787, 120507], [12, 475489, 849693, 593343, 102672], [13, 463691, 888711, 574088, 96224], [14, 373441, 833012, 549424, 69983]], "std::mutex": [[1, 442267, 6858037, 5283864, 1863950], [2, 4162864, 4959039, 4478520, 180618], [3, 2575706, 3420067, 2946085, 152139], [4, 2601420, 3137460, 2858986, 96306], [5, 3392974, 3797099, 3577014, 80921], [6, 4370258, 4891290, 4579916, 108823], [7, 4837222, 6248120, 5845232, 326581], [8, 4675007, 7221265, 6303575, 552163], [9, 4517060, 6675754, 5604113, 611225], [10, 4450885, 6593358, 5396274, 618943], [11, 4666608, 6758794, 5363476, 530564], [12, 4662177, 7071927, 5362666, 566952], [13, 4496056, 7270498, 5446862, 629130], [14, 4471558, 7214091, 5489034, 703952]], "tbb::concurrent_bounded_queue": [[1, 2741938, 6390144, 4991431, 1081767], [2, 3694771, 5634833, 5092675, 420218], [3, 3475746, 4391484, 4044394, 228584], [4, 2964563, 3890751, 3477907, 203006], [5, 2600081, 3341203, 3069347, 157629], [6, 2448135, 3072604, 2752748, 131448], [7, 2331329, 2770486, 2526461, 106497], [8, 1032645, 2367531, 1609048, 398019], [9, 768399, 2133918, 1378943, 297095], [10, 886747, 1960986, 1287592, 241557], [11, 852994, 1572988, 1213625, 141077], [12, 905349, 1536817, 1207538, 119201], [13, 672137, 1425158, 1150131, 125239], [14, 568180, 1255046, 1002357, 146505]], "tbb::spin_mutex": [[1, 21210988, 25406844, 23208893, 942349], [2, 7466066, 15461111, 13086723, 1647857], [3, 6548025, 10474300, 8916823, 708177], [4, 3503017, 7794311, 6294651, 966794], [5, 2153878, 5637630, 4544841, 631651], [6, 1922531, 4200007, 3254751, 437747], [7, 1534161, 2793915, 2246670, 284381], [8, 767030, 1603044, 1236223, 188171], [9, 664685, 1136499, 875213, 112513], [10, 503884, 920905, 710065, 93160], [11, 429966, 825839, 612632, 95126], [12, 328981, 741818, 536929, 89893], [13, 360477, 620612, 498964, 64207], [14, 343378, 562153, 446904, 49826]], "xenium::michael_scott_queue": [[1, 1770874, 4922580, 3393287, 798045], [2, 1987279, 3672290, 2760207, 374957], [3, 2000056, 2824672, 2385886, 152176], [4, 1827185, 2416437, 2127391, 115719], [5, 1702595, 2145286, 1919895, 91485], [6, 1536137, 1930985, 1748041, 79961], [7, 1426820, 1834610, 1643576, 81903], [8, 498697, 1628919, 1118063, 276128], [9, 452869, 1380436, 834411, 255185], [10, 494632, 1118414, 682696, 203418], [11, 490195, 1028229, 585071, 155611], [12, 484824, 889727, 574498, 120673], [13, 497397, 848913, 548659, 87463], [14, 498987, 845423, 541580, 77173]], "xenium::ramalhete_queue": [[1, 3243963, 16649455, 9804049, 4323515], [2, 4857860, 10891091, 6531145, 1101794], [3, 5681860, 10963393, 7152903, 886425], [4, 6453166, 11687397, 8090624, 1227694], [5, 7515932, 11465916, 8472107, 1003833], [6, 7603204, 11843149, 8816720, 1186933], [7, 7778687, 11444208, 8969099, 1200481], [8, 6620873, 8934784, 7893553, 554709], [9, 7110063, 8505487, 7938195, 307016], [10, 7332561, 8873905, 8083197, 302364], [11, 7650290, 8835820, 8195968, 282168], [12, 7663185, 8824693, 8282478, 271141], [13, 7786817, 9767663, 8710633, 459364], [14, 7888409, 11483491, 9499927, 1182102]], "xenium::vyukov_bounded_queue": [[1, 6620293, 58918128, 36338730, 16662346], [2, 3698951, 10319122, 6978079, 1806086], [3, 3321190, 5064399, 4427496, 329624], [4, 3526724, 4346643, 3923541, 164522], [5, 3316072, 3924131, 3551537, 117605], [6, 3114542, 3481877, 3279592, 91098], [7, 2784557, 3242623, 3020950, 108825], [8, 1278721, 2800348, 1844408, 521532], [9, 1103213, 2357968, 1486304, 324785], [10, 1025767, 1973106, 1342701, 256232], [11, 732921, 1613235, 1194292, 156458], [12, 494928, 1408766, 1053087, 242590], [13, 479926, 1216268, 994219, 184954], [14, 433322, 1122701, 804412, 232255]]};
const scalability_ryzen_5950x = {"AtomicQueue": [[1, 21295543, 35842740, 28172806, 2479430], [2, 3394180, 3469545, 3429817, 31948], [3, 2490960, 2650028, 2569420, 72586], [4, 1958844, 2071203, 2015194, 50782], [5, 959794, 1321468, 1126614, 166128], [6, 869656, 1175329, 1000005, 125300], [7, 855015, 965053, 908419, 36067], [8, 844334, 912315, 876586, 28265], [9, 809251, 897138, 861923, 22639], [10, 814346, 915698, 850386, 28166], [11, 815696, 868686, 838888, 17771], [12, 806778, 841887, 821050, 9212], [13, 764646, 873229, 809823, 38277], [14, 729665, 855147, 788284, 51654], [15, 695598, 835945, 756640, 58734], [16, 661065, 791738, 725248, 63022]], "AtomicQueue2": [[1, 13741574, 17195880, 15113722, 898672], [2, 3381441, 3471028, 3421654, 33824], [3, 2475969, 2634066, 2551893, 70606], [4, 1953014, 2063644, 2007001, 49925], [5, 943112, 1294239, 1103442, 160861], [6, 853470, 1164837, 987698, 137147], [7, 835922, 965368, 893078, 54994], [8, 844750, 886186, 857632, 10032], [9, 801647, 888990, 848813, 30479], [10, 803405, 879079, 839813, 30698], [11, 823949, 865885, 842995, 14384], [12, 816404, 861072, 825843, 8589], [13, 767201, 872807, 810309, 30929], [14, 735623, 850997, 789084, 45640], [15, 699825, 835390, 759058, 56215], [16, 661971, 790639, 725334, 61434]], "AtomicQueueB": [[1, 14989926, 23658435, 17992206, 2005217], [2, 3373949, 3431118, 3403367, 23733], [3, 2472153, 2638609, 2553529, 77513], [4, 1944419, 2067157, 2004659, 55955], [5, 951805, 1296560, 1105857, 156017], [6, 870340, 1162566, 993857, 122141], [7, 855897, 953367, 907695, 31505], [8, 841758, 907218, 872646, 27313], [9, 812440, 888656, 862920, 17825], [10, 820732, 882242, 851002, 23411], [11, 805128, 863252, 830031, 23033], [12, 816971, 850702, 824932, 6673], [13, 777096, 870856, 815340, 29018], [14, 748360, 851750, 794741, 42345], [15, 715862, 831582, 767599, 50018], [16, 690548, 789919, 739527, 47887]], "AtomicQueueB2": [[1, 15498703, 24531125, 17630225, 3208077], [2, 3383522, 3452964, 3420211, 28460], [3, 2464641, 2630256, 2545318, 77418], [4, 1937012, 2061155, 1998631, 58068], [5, 946180, 1301124, 1108917, 163042], [6, 866737, 1168507, 992803, 129307], [7, 853516, 960067, 900516, 45029], [8, 841111, 889749, 865698, 21556], [9, 818644, 882937, 854443, 19498], [10, 809528, 879137, 842534, 27852], [11, 809393, 864336, 832605, 20330], [12, 817922, 871669, 832346, 8592], [13, 791483, 859286, 822050, 18530], [14, 759673, 850982, 801021, 35280], [15, 723614, 834150, 771812, 45975], [16, 694540, 792854, 742429, 46964]], "OptimistAtomicQueue": [[1, 341389907, 602527240, 431387408, 54886177], [2, 13658253, 14614962, 13949143, 201327], [3, 16319281, 17757417, 17054184, 645787], [4, 16148553, 18212036, 17179994, 974951], [5, 9894838, 12210197, 10472612, 609243], [6, 10356881, 10735298, 10498062, 111092], [7, 11017236, 11645993, 11314419, 248835], [8, 11786496, 16693227, 13944166, 2140883], [9, 11942489, 13140510, 12475175, 455537], [10, 12120525, 14400357, 12993033, 854450], [11, 12648815, 15865295, 13838569, 1169719], [12, 12421828, 17662658, 14233404, 1777116], [13, 12956135, 17792566, 14506748, 1511164], [14, 13234379, 16612985, 14786609, 1504615], [15, 13404066, 17334728, 15272480, 1839210], [16, 13504328, 18321377, 15854345, 2330212]], "OptimistAtomicQueue2": [[1, 31960034, 49261316, 33040287, 2321274], [2, 12799633, 13213681, 13007056, 140064], [3, 15100651, 16045366, 15585577, 343314], [4, 13614811, 16242316, 14843225, 1132210], [5, 8366155, 8835665, 8669958, 150651], [6, 9158774, 9872443, 9468583, 254072], [7, 9595378, 10934328, 10264693, 593720], [8, 11230442, 12794788, 11602139, 344962], [9, 10612974, 12375119, 11430411, 772028], [10, 11410749, 13288461, 12242493, 793520], [11, 12387424, 14844253, 13305768, 869435], [12, 12178191, 15481166, 13210012, 1036054], [13, 12418970, 15999603, 13507395, 1068528], [14, 12393032, 15754443, 13833432, 1390840], [15, 12505339, 16395039, 14365960, 1823382], [16, 12644793, 17221525, 14814177, 2139400]], "OptimistAtomicQueueB": [[1, 193339455, 320812451, 228051227, 40791027], [2, 13810661, 15092576, 14109785, 314653], [3, 16250475, 17769573, 17019086, 689761], [4, 16017464, 18302827, 17159665, 1096356], [5, 9872996, 11366391, 10376422, 502319], [6, 10353096, 10805529, 10539297, 162907], [7, 10996126, 11788483, 11362136, 306538], [8, 11920386, 16987547, 14152970, 2166020], [9, 11988500, 13283407, 12530977, 479361], [10, 12176298, 14105969, 12993058, 784412], [11, 12668042, 15634003, 13773366, 1058175], [12, 12422798, 16930548, 14206839, 1748461], [13, 12977710, 17091121, 14554113, 1545085], [14, 13341569, 17588355, 15089321, 1715757], [15, 13512972, 17828656, 15607935, 2054751], [16, 13639536, 18659398, 16087331, 2421507]], "OptimistAtomicQueueB2": [[1, 47683902, 50193979, 48491157, 486231], [2, 12921392, 13307473, 13116503, 145565], [3, 14597155, 16224783, 15446962, 717840], [4, 13573261, 16437085, 14919440, 1278663], [5, 8238326, 8720676, 8528381, 174136], [6, 9101014, 9938667, 9437470, 308194], [7, 9508249, 10870736, 10185328, 600649], [8, 11118015, 12507639, 11482125, 348372], [9, 10629493, 12234906, 11385874, 700054], [10, 11392711, 13153599, 12181063, 757937], [11, 12340067, 14362440, 13152426, 776840], [12, 12280642, 15962685, 13624433, 1334359], [13, 12395574, 15947344, 13760740, 1338907], [14, 12425126, 16042384, 14065211, 1609272], [15, 12556442, 16805575, 14575409, 1974290], [16, 12689671, 17509368, 15028324, 2290207]], "boost::lockfree::queue": [[1, 2476768, 2578307, 2503077, 16146], [2, 1764933, 1793899, 1778281, 7907], [3, 1452498, 1540432, 1489512, 32216], [4, 1289983, 1320360, 1304907, 11257], [5, 794082, 885520, 834379, 32180], [6, 784462, 872385, 823576, 22372], [7, 416269, 866025, 631022, 209631], [8, 345719, 789266, 559187, 215472], [9, 412693, 600916, 509010, 83014], [10, 455346, 614859, 539671, 61639], [11, 482268, 605688, 550803, 31603], [12, 488322, 590606, 541703, 31476], [13, 490772, 555296, 516438, 15719], [14, 482188, 528380, 499080, 10088], [15, 462991, 480529, 470421, 3138], [16, 430559, 457354, 441835, 8790]], "boost::lockfree::spsc_queue": [[1, 27550404, 37754826, 34917096, 2778590]], "moodycamel::ConcurrentQueue": [[1, 4348326, 5145652, 4486582, 117288], [2, 4125791, 8552994, 4625689, 1157979], [3, 4740871, 9154007, 5234179, 1086936], [4, 5316360, 14791421, 6209350, 1734265], [5, 3358216, 16406122, 5960866, 2699185], [6, 3619221, 15491041, 5178497, 2464331], [7, 4005591, 19010685, 5995624, 2843800], [8, 4140544, 16920564, 5792536, 2643294], [9, 4091094, 20905155, 5607134, 3082470], [10, 4291133, 24730378, 5891180, 3204591], [11, 4387165, 17283594, 5748309, 2475644], [12, 4421958, 26077368, 5694981, 3123088], [13, 4509866, 22863671, 6270463, 3959906], [14, 4589085, 29264650, 6461633, 4793550], [15, 4630216, 27186852, 6477999, 4394472], [16, 4631448, 29668126, 6301973, 4224746]], "moodycamel::ReaderWriterQueue": [[1, 10345494, 271338758, 30878566, 32277140]], "pthread_spinlock": [[1, 4619756, 5117377, 4716207, 91856], [2, 2070835, 3034473, 2469041, 166182], [3, 1665854, 2391068, 2138608, 182368], [4, 253013, 1815428, 1033847, 632107], [5, 780890, 1478238, 1114289, 292954], [6, 763786, 1158471, 946051, 166469], [7, 831271, 901787, 870529, 18553], [8, 794907, 913088, 856103, 48738], [9, 766231, 871972, 840333, 18588], [10, 702292, 860919, 791159, 41583], [11, 644438, 819517, 745228, 47786], [12, 576335, 764183, 721761, 51020], [13, 581230, 765015, 697292, 51708], [14, 576006, 707635, 646152, 40113], [15, 537165, 616377, 578816, 18093], [16, 484658, 569050, 522612, 14623]], "std::mutex": [[1, 1030724, 2794303, 1769715, 592242], [2, 2872751, 3101101, 2979788, 49573], [3, 2058240, 2528068, 2151124, 81022], [4, 2079950, 2399277, 2145246, 54704], [5, 1006844, 1248402, 1072375, 36656], [6, 866281, 1116492, 937202, 41734], [7, 815880, 1089136, 907324, 57254], [8, 808443, 1134573, 921787, 81834], [9, 815507, 987125, 871383, 28846], [10, 810619, 917804, 843131, 17107], [11, 803806, 914404, 837592, 19204], [12, 811334, 908695, 845070, 17766], [13, 790324, 871971, 816022, 13983], [14, 775684, 844939, 796763, 11494], [15, 763740, 821326, 781607, 10176], [16, 750030, 806035, 771454, 9235]], "tbb::concurrent_bounded_queue": [[1, 2953202, 3854497, 3433498, 87332], [2, 3616439, 4018613, 3938994, 65277], [3, 2430449, 2519805, 2491612, 23967], [4, 2033947, 2078719, 2055753, 19612], [5, 1023855, 1109947, 1048028, 28041], [6, 890014, 1079888, 957052, 66613], [7, 841605, 972391, 881371, 37058], [8, 823983, 922690, 872088, 46797], [9, 820321, 868417, 833919, 9042], [10, 822001, 882898, 837252, 12251], [11, 807773, 841548, 815495, 6617], [12, 792136, 840341, 818179, 13891], [13, 777670, 810566, 790222, 6504], [14, 738670, 793129, 763006, 20175], [15, 704751, 769505, 735903, 29394], [16, 681614, 749735, 715320, 32827]], "tbb::spin_mutex": [[1, 13303338, 14029398, 13686140, 155000], [2, 5333560, 5970925, 5580405, 119385], [3, 3606876, 3839295, 3688735, 47090], [4, 3085486, 3271458, 3167074, 39386], [5, 1573380, 2057170, 1790334, 180012], [6, 1447557, 1664776, 1541561, 61537], [7, 1287956, 1480278, 1339968, 33728], [8, 1227257, 1406359, 1290200, 41626], [9, 1284532, 1412123, 1360067, 24278], [10, 1150930, 1396416, 1318055, 58110], [11, 1088297, 1302474, 1201405, 50038], [12, 933730, 1048920, 971454, 27315], [13, 986239, 1130819, 1033081, 25392], [14, 955548, 1139028, 1037207, 37897], [15, 887563, 1020685, 958823, 23060], [16, 825635, 918252, 860462, 19686]], "xenium::michael_scott_queue": [[1, 3309205, 3474663, 3386276, 34038], [2, 2939859, 3097449, 3026075, 59730], [3, 2182347, 2260268, 2219558, 19901], [4, 1747719, 1787606, 1767293, 9477], [5, 1062719, 1367870, 1173337, 113551], [6, 981986, 1161172, 1048359, 54987], [7, 939234, 1018805, 971332, 23650], [8, 774566, 889174, 830525, 49362], [9, 867727, 917999, 891369, 15851], [10, 869390, 924190, 891855, 14970], [11, 831869, 902709, 861005, 21628], [12, 767728, 863786, 809430, 34192], [13, 746657, 847725, 795403, 39397], [14, 715075, 824983, 772419, 43997], [15, 676553, 805652, 737369, 52001], [16, 628572, 740667, 687693, 50360]], "xenium::ramalhete_queue": [[1, 4042746, 4646301, 4303546, 139605], [2, 7565053, 9792901, 8819711, 641889], [3, 10561308, 12152128, 11701045, 392608], [4, 13117708, 14858321, 14462221, 282769], [5, 7623394, 8304795, 7870542, 157566], [6, 8570963, 8874821, 8740212, 54124], [7, 9463588, 10809493, 10035877, 504461], [8, 9980896, 14838853, 12373227, 2306465], [9, 9811109, 11433399, 10683409, 605592], [10, 9140696, 10710778, 10278780, 380932], [11, 9649405, 11154997, 10284158, 492901], [12, 9996820, 12086850, 10722357, 576643], [13, 10483396, 12062364, 10893390, 295764], [14, 10880710, 12142606, 11184796, 222352], [15, 11233547, 11713937, 11448521, 144645], [16, 11354170, 11964172, 11803898, 101828]], "xenium::vyukov_bounded_queue": [[1, 11639244, 92175617, 30578122, 21038427], [2, 4495006, 5852154, 5544747, 178825], [3, 3201919, 3760923, 3493329, 211310], [4, 3031056, 3701524, 3418315, 248777], [5, 1975489, 3137414, 2520679, 536231], [6, 1931764, 2644079, 2250631, 293724], [7, 1909656, 2199846, 2066973, 112186], [8, 1982604, 2380313, 2131389, 146327], [9, 1900776, 2064193, 1987146, 54495], [10, 1935005, 2096700, 2023293, 55435], [11, 1920842, 2233286, 2053693, 70996], [12, 1969133, 2167953, 2073549, 63446], [13, 1950805, 2169376, 2052178, 68364], [14, 1934051, 2160168, 2037191, 82253], [15, 1915321, 2100003, 2005809, 76568], [16, 1894059, 2075978, 1987443, 75691]]};
const scalability_ryzen_5825u = {"AtomicQueue": [[1, 55681891, 60041308, 58033830, 672502], [2, 6032352, 7729016, 6827208, 759431], [3, 4348284, 5441096, 4868191, 488660], [4, 3358073, 4382714, 3848656, 478491], [5, 2792030, 3550837, 3155651, 346933], [6, 2366449, 3028353, 2688865, 307039], [7, 2063667, 2556640, 2301961, 227573], [8, 1798670, 2261120, 2015791, 208284]], "AtomicQueue2": [[1, 50196015, 54036178, 52824559, 800008], [2, 5908377, 7279604, 6441551, 467690], [3, 4312270, 5267471, 4755379, 418098], [4, 3349460, 4262979, 3793190, 430592], [5, 2783915, 3462103, 3108096, 314989], [6, 2357307, 2954668, 2653777, 279505], [7, 2054859, 2501509, 2266143, 200203], [8, 1798762, 2194250, 1992150, 186571]], "AtomicQueueB": [[1, 39643148, 42024046, 41162268, 385369], [2, 6017022, 7661399, 6802266, 743608], [3, 4350144, 5392349, 4849789, 475058], [4, 3395240, 4381701, 3876227, 463985], [5, 2802325, 3528062, 3151107, 336997], [6, 2390880, 3027093, 2701368, 298756], [7, 2064459, 2542535, 2297759, 220502], [8, 1809410, 2258609, 2024007, 201956]], "AtomicQueueB2": [[1, 38786208, 41516618, 40819475, 437916], [2, 5927246, 7359978, 6465820, 477245], [3, 4308403, 5250665, 4763354, 436614], [4, 3368458, 4291513, 3812437, 431723], [5, 2782654, 3452306, 3106543, 314979], [6, 2373755, 2961284, 2662782, 278165], [7, 2058192, 2486711, 2264062, 199084], [8, 1804061, 2191338, 1995011, 183449]], "OptimistAtomicQueue": [[1, 463929482, 512583935, 483151974, 7528021], [2, 25319763, 54347471, 36218287, 10618584], [3, 25525793, 34384668, 29134435, 2886810], [4, 26303177, 34879227, 30417309, 3702132], [5, 25808636, 32315314, 28869598, 2796883], [6, 24717966, 33390676, 28903511, 3791484], [7, 23761953, 30367028, 26597532, 2489181], [8, 22990905, 30587213, 26685968, 3536207]], "OptimistAtomicQueue2": [[1, 186084594, 227616220, 211686676, 6574938], [2, 15483159, 19320065, 17369035, 1516286], [3, 19087520, 23282798, 21007797, 1369941], [4, 23351206, 32309760, 27314794, 3493765], [5, 24754166, 30961765, 26870172, 2034111], [6, 23802299, 32447975, 27318336, 3413398], [7, 23404578, 29657332, 25882546, 2446325], [8, 22267102, 29926124, 25643849, 3246300]], "OptimistAtomicQueueB": [[1, 176387374, 253473859, 187452402, 10545580], [2, 25323918, 51619670, 35573230, 9881317], [3, 25472385, 34817961, 29185357, 3052881], [4, 22966046, 34965988, 30197922, 3820679], [5, 25254349, 32504786, 28721515, 3082816], [6, 24288490, 33384032, 28829505, 3881602], [7, 23718061, 30711556, 26978986, 3028989], [8, 22909412, 30545543, 26604909, 3498309]], "OptimistAtomicQueueB2": [[1, 64368869, 96851362, 70298561, 4530679], [2, 15754447, 39573116, 17967736, 2343056], [3, 19234515, 23362235, 21070906, 1328729], [4, 22788999, 32099884, 26886263, 3625041], [5, 24233717, 30576981, 26397641, 2187497], [6, 23842126, 32293666, 26816203, 3145991], [7, 22941534, 29568045, 25524514, 2658011], [8, 22064329, 29795300, 25260406, 3164114]], "boost::lockfree::queue": [[1, 9247323, 9448402, 9331344, 19733], [2, 3263237, 3616504, 3384659, 38439], [3, 2915963, 3191315, 2976663, 29461], [4, 2285434, 2421581, 2311034, 19687], [5, 1683941, 2028624, 1929837, 28369], [6, 1301594, 1662104, 1396381, 99571], [7, 1087308, 1439668, 1159916, 62179], [8, 900277, 1275780, 983677, 80879]], "boost::lockfree::spsc_queue": [[1, 83439997, 98767383, 89214804, 3142447]], "moodycamel::ConcurrentQueue": [[1, 13417379, 15852809, 15561682, 151930], [2, 7696680, 17987151, 9005042, 1886147], [3, 7435683, 15381982, 8455015, 1500296], [4, 7072461, 21679709, 9352204, 2706833], [5, 7793702, 22526104, 9989506, 3053747], [6, 7489252, 27583509, 10116824, 3716468], [7, 8040376, 27615722, 11030219, 4510711], [8, 8065127, 27946590, 11611944, 5003140]], "moodycamel::ReaderWriterQueue": [[1, 128804233, 323718882, 293358466, 11686559]], "pthread_spinlock": [[1, 18410266, 20589290, 19151247, 378223], [2, 3684887, 6131002, 5665496, 238617], [3, 4066493, 4959688, 4634936, 165566], [4, 3337256, 4177216, 3844221, 190184], [5, 2137013, 3256171, 2659468, 274747], [6, 921277, 3141106, 2119059, 638203], [7, 738309, 2917023, 2206764, 540103], [8, 1048309, 2648085, 1812082, 651443]], "std::mutex": [[1, 6684247, 7686634, 7384149, 74825], [2, 4217735, 5751179, 4554084, 272538], [3, 2397265, 2722273, 2522838, 63802], [4, 2160526, 2680899, 2343582, 75578], [5, 2059731, 2430107, 2256463, 54749], [6, 1964551, 2306694, 2130121, 40715], [7, 1862222, 2141343, 2013189, 32615], [8, 1818728, 2118912, 1923708, 30985]], "tbb::concurrent_bounded_queue": [[1, 11644333, 13314827, 13146084, 174361], [2, 5932401, 6662916, 6292982, 252817], [3, 4504200, 4888417, 4676683, 123172], [4, 3379150, 4077660, 3712786, 290498], [5, 2830644, 3542565, 3144252, 292676], [6, 2340466, 2942154, 2615201, 253416], [7, 2031361, 2551135, 2276578, 232636], [8, 1757877, 2159176, 1938058, 163357]], "tbb::spin_mutex": [[1, 38310301, 42457508, 41008657, 728284], [2, 9071808, 10227257, 9634109, 406714], [3, 5360082, 6070810, 5653082, 212940], [4, 3709439, 4116450, 3864827, 101956], [5, 2960383, 3230438, 3041167, 47109], [6, 2463207, 2691476, 2509318, 33639], [7, 1930054, 2188069, 2022118, 57612], [8, 1548662, 1891360, 1668129, 96598]], "xenium::michael_scott_queue": [[1, 9175638, 10224426, 9843078, 149835], [2, 4857285, 6719928, 5751581, 802189], [3, 3461614, 4175499, 3822846, 260934], [4, 2728189, 3384167, 3037596, 262919], [5, 2218077, 2831734, 2470086, 171358], [6, 1850617, 2394157, 2076029, 170384], [7, 1573296, 2082487, 1769514, 151651], [8, 1358972, 1775376, 1542209, 135217]], "xenium::ramalhete_queue": [[1, 15907542, 30410628, 20331577, 1303107], [2, 10874252, 28393635, 20124615, 3756994], [3, 15166537, 25344045, 18202079, 1824075], [4, 15177639, 20153375, 18241744, 918473], [5, 16025687, 19663077, 18213127, 577247], [6, 16300682, 19346263, 18290831, 502058], [7, 16399722, 18808605, 17734945, 445536], [8, 16584330, 18031318, 17349257, 316550]], "xenium::vyukov_bounded_queue": [[1, 48893108, 59537772, 53168996, 2313982], [2, 9812158, 23409423, 13321595, 3424800], [3, 7329622, 9499618, 8339020, 894073], [4, 6165754, 8617429, 7363692, 1142496], [5, 5657679, 6969348, 6300161, 570940], [6, 4655862, 5845351, 5223735, 448221], [7, 4221090, 4967796, 4603430, 298930], [8, 3695220, 4298271, 3997092, 230714]]};
const latency_9900KS = {"AtomicQueue": [157, 171, 166, 0], "AtomicQueue2": [173, 177, 175, 0], "AtomicQueueB": [171, 184, 179, 3], "AtomicQueueB2": [175, 192, 180, 3], "OptimistAtomicQueue": [148, 160, 153, 3], "OptimistAtomicQueue2": [167, 176, 173, 1], "OptimistAtomicQueueB": [140, 154, 141, 1], "OptimistAtomicQueueB2": [149, 155, 150, 1], "boost::lockfree::queue": [310, 338, 319, 4], "boost::lockfree::spsc_queue": [129, 135, 132, 0], "moodycamel::ConcurrentQueue": [208, 254, 231, 7], "moodycamel::ReaderWriterQueue": [110, 167, 137, 12], "pthread_spinlock": [226, 308, 279, 25], "std::mutex": [411, 525, 465, 20], "tbb::concurrent_bounded_queue": [268, 307, 287, 9], "tbb::spin_mutex": [246, 309, 275, 18], "xenium::michael_scott_queue": [357, 407, 371, 6], "xenium::ramalhete_queue": [255, 282, 267, 4], "xenium::vyukov_bounded_queue": [183, 227, 212, 11]};
const latency_xeon_gold_6132 = {"AtomicQueue": [231, 479, 321, 72], "AtomicQueue2": [307, 556, 394, 86], "AtomicQueueB": [344, 588, 423, 80], "AtomicQueueB2": [403, 711, 491, 111], "OptimistAtomicQueue": [283, 459, 346, 55], "OptimistAtomicQueue2": [315, 562, 392, 78], "OptimistAtomicQueueB": [321, 507, 378, 69], "OptimistAtomicQueueB2": [345, 572, 409, 84], "boost::lockfree::queue": [726, 1151, 869, 154], "boost::lockfree::spsc_queue": [269, 507, 356, 69], "moodycamel::ConcurrentQueue": [427, 789, 547, 120], "moodycamel::ReaderWriterQueue": [207, 552, 328, 94], "pthread_spinlock": [623, 1899, 946, 308], "std::mutex": [1859, 3202, 2340, 463], "tbb::concurrent_bounded_queue": [565, 993, 683, 155], "tbb::spin_mutex": [561, 1069, 741, 156], "xenium::michael_scott_queue": [733, 1255, 879, 196], "xenium::ramalhete_queue": [493, 887, 596, 139], "xenium::vyukov_bounded_queue": [436, 685, 521, 89]};
const latency_ryzen_5950x = {"AtomicQueue": [353, 370, 365, 4], "AtomicQueue2": [375, 396, 386, 4], "AtomicQueueB": [365, 371, 368, 1], "AtomicQueueB2": [380, 387, 381, 1], "OptimistAtomicQueue": [342, 346, 343, 0], "OptimistAtomicQueue2": [296, 321, 309, 6], "OptimistAtomicQueueB": [318, 327, 325, 2], "OptimistAtomicQueueB2": [337, 353, 345, 3], "boost::lockfree::queue": [741, 747, 743, 1], "boost::lockfree::spsc_queue": [403, 405, 404, 0], "moodycamel::ConcurrentQueue": [539, 623, 587, 18], "moodycamel::ReaderWriterQueue": [355, 415, 374, 16], "pthread_spinlock": [737, 747, 742, 1], "std::mutex": [1462, 1624, 1513, 22], "tbb::concurrent_bounded_queue": [971, 1000, 974, 3], "tbb::spin_mutex": [638, 646, 643, 1], "xenium::michael_scott_queue": [940, 1061, 994, 26], "xenium::ramalhete_queue": [607, 659, 629, 11], "xenium::vyukov_bounded_queue": [469, 521, 476, 7]};
const latency_ryzen_5825u = {"AtomicQueue": [67, 93, 87, 7], "AtomicQueue2": [71, 100, 97, 3], "AtomicQueueB": [79, 97, 95, 1], "AtomicQueueB2": [99, 103, 100, 0], "OptimistAtomicQueue": [71, 72, 71, 0], "OptimistAtomicQueue2": [82, 83, 82, 0], "OptimistAtomicQueueB": [73, 75, 74, 0], "OptimistAtomicQueueB2": [80, 86, 80, 1], "boost::lockfree::queue": [205, 211, 205, 0], "boost::lockfree::spsc_queue": [108, 111, 109, 0], "moodycamel::ConcurrentQueue": [127, 134, 130, 1], "moodycamel::ReaderWriterQueue": [94, 96, 94, 0], "pthread_spinlock": [195, 213, 212, 1], "std::mutex": [590, 631, 600, 5], "tbb::concurrent_bounded_queue": [190, 195, 191, 0], "tbb::spin_mutex": [196, 202, 198, 1], "xenium::michael_scott_queue": [283, 295, 286, 1], "xenium::ramalhete_queue": [140, 159, 144, 2], "xenium::vyukov_bounded_queue": [127, 134, 130, 1]};
</script>
</body>
</html>
|
