Linux Distros Emerald Rapids

Benchmarks for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2403039-NE-2403025NE90
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BLAS (Basic Linear Algebra Sub-Routine) Tests 3 Tests
C/C++ Compiler Tests 5 Tests
CPU Massive 10 Tests
Creator Workloads 9 Tests
Database Test Suite 5 Tests
Encoding 2 Tests
Fortran Tests 5 Tests
Game Development 2 Tests
HPC - High Performance Computing 14 Tests
Common Kernel Benchmarks 2 Tests
Machine Learning 4 Tests
Molecular Dynamics 6 Tests
MPI Benchmarks 5 Tests
Multi-Core 15 Tests
NVIDIA GPU Compute 2 Tests
Intel oneAPI 6 Tests
OpenMPI Tests 8 Tests
Python Tests 4 Tests
Raytracing 2 Tests
Renderers 2 Tests
Scientific Computing 8 Tests
Server 6 Tests
Server CPU Tests 4 Tests
Video Encoding 2 Tests

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Performance Per
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Date
Run
  Test
  Duration
Ubuntu Linux 23.10
February 25
  20 Hours, 3 Minutes
CentOS Stream 9
February 26
  13 Hours, 36 Minutes
Fedora Server 39
March 02
  17 Hours, 42 Minutes
Arch Linux
March 03
  17 Hours, 43 Minutes
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  17 Hours, 16 Minutes

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Linux Distros Emerald Rapids, "NWChem 7.0.2 - Input: C240 Buckyball", Lower Results Are Better "Ubuntu Linux 23.10", "CentOS Stream 9", "Fedora Server 39", "Quicksilver 20230818 - Input: CTS2", Higher Results Are Better "Ubuntu Linux 23.10",7249000,7744000,7990000,7649000,7745000,7675000,7566000,7476000,8028000 "CentOS Stream 9",7293000,7616000,7644000,6894000,7299000,7644000 "Fedora Server 39",7161000,7398000,7596000,7315000 "Arch Linux",7438000,7881000,7827000,8003000,7726000,7497000,7939000,7636000,7566000 "Quicksilver 20230818 - Input: CORAL2 P2", Higher Results Are Better "Ubuntu Linux 23.10",6767000,6455000,6853000,7276000,6759000,6618000,6545000,6860000,6570000 "CentOS Stream 9",6466000,6287000,6390000 "Fedora Server 39",6516000,6985000,6767000,6777000,6753000 "Arch Linux",6682000,7241000,7298000,6997000,6941000,6859000,7140000,6849000,7118000 "OpenVKL 2.0.0 - Benchmark: vklBenchmarkCPU ISPC", Higher Results Are Better "Ubuntu Linux 23.10",2792,2810,2862 "CentOS Stream 9",2845,2749,2851 "Fedora Server 39",2810,2865,2789 "Arch Linux",2947,2988,2919 "easyWave r34 - Input: e2Asean Grid + BengkuluSept2007 Source - Time: 2400", Lower Results Are Better "Ubuntu Linux 23.10",156.935,198.711,151.496,209.751,150.211,202.723,201.254,162.784,168.835,236.159,130.91,163.276 "CentOS Stream 9",246.025,197.604,157.726,221.375,195.579,231.205,286.776,197.103,196.174,179.913,170.727,179.857 "Fedora Server 39",96.981,114.721,300.607,168.339,131.304,175.161,177.049,130.011,131.857,107.15,143.332,198.326 "Arch Linux",162.51,119.534,130.67,144.845,165.807,109.087,196.478,140.719,124.373,157.024,164.902,132.606 "Quicksilver 20230818 - Input: CORAL2 P1", Higher Results Are Better "Ubuntu Linux 23.10",6579000,6128000,5833000,5997000,5780000,5792000,5862000,5833000,5749000,5856000,5855000,5914000 "CentOS Stream 9",6788000,6239000,5669000,5766000,5827000,5726000,5443000,5705000,5552000,5619000,5683000,5593000 "Fedora Server 39",6202000,5971000,5787000,5755000,5825000,5803000,5711000,5706000,5846000,5826000,5762000 "Arch Linux",6140000,5784000,5848000,5781000,5830000,5810000 "TensorFlow 2.12 - Device: CPU - Batch Size: 512 - Model: ResNet-50", Higher Results Are Better "Ubuntu Linux 23.10",71.46,74.2,73.71 "CentOS Stream 9",78.51,77.42,74.67,76.1 "Fedora Server 39", "Arch Linux",77.14,75.97,78.08 "NAMD 3.0b6 - Input: STMV with 1,066,628 Atoms", Higher Results Are Better "Ubuntu Linux 23.10",0.29582210441929,1.9510139419456,1.34327355766,1.3169972988385,1.7671310097917,2.0328054137674,1.5169074504426,2.1948548213278,1.5294893188113,0.25829915174559,1.8702845450907,1.1676895627236,1.5180818731916,1.5639539884737,2.0240702433337 "CentOS Stream 9",0.77751428682502,0.25599737858684,0.54426211663537,0.4473992680548,0.45788803721714,0.39185720723368,0.45754026354319,0.78873061694509,0.29478264201891,0.6258762267174,0.40038757517277,0.58790330166494 "Fedora Server 39",1.7596401887742,1.7629097883803,2.3335534652102,2.1702142435501,1.7308344699146,2.1651207704366,1.9716010583555,2.1228492883148,2.0574988632319,1.889059324019,1.778593559357,1.8556077393688,2.0142853114287,1.6858857643806,1.6489242418246 "Arch Linux",1.479854737459,1.387921199386,2.1349775507111,1.8777650089757,1.1792550174353,1.8579590320033,1.8763451048971,1.6092409049727,1.9401540094253,2.0375520849252,2.0889299247567,1.6528652418968,2.0895322790947,1.5124085559977,1.492835880609 "ClickHouse 22.12.3.5 - 100M Rows Hits Dataset, Third Run", Higher Results Are Better "Ubuntu Linux 23.10",216.12884078552,221.954025826,208.78862853165 "CentOS Stream 9",203.56620413528,202.83630035262,196.74509529225 "Fedora Server 39",209.11906713019,200.86497906223,210.49405875099 "Arch Linux",221.00488341215,221.55655040962,222.5550215829 "ClickHouse 22.12.3.5 - 100M Rows Hits Dataset, Second Run", Higher Results Are Better "Ubuntu Linux 23.10",216.3059546871,215.62364356555,211.00242494683 "CentOS Stream 9",205.12586999743,201.48409422436,193.91519287994 "Fedora Server 39",203.69394136434,198.34985557702,204.37169747163 "Arch Linux",218.29778180311,223.90733943919,223.20765661229 "ClickHouse 22.12.3.5 - 100M Rows Hits Dataset, First Run / Cold Cache", Higher Results Are Better "Ubuntu Linux 23.10",207.98228674404,207.81683612043,199.81213776915 "CentOS Stream 9",185.19607265027,183.35797713284,182.31205875831 "Fedora Server 39",185.88759382986,186.47239658355,193.77085920544 "Arch Linux",204.99370931729,211.3207034282,212.61069472556 "High Performance Conjugate Gradient 3.1 - X Y Z: 144 144 144 - RT: 60", Higher Results Are Better "Ubuntu Linux 23.10",68.3065,69.6883,70.0138 "CentOS Stream 9",66.7578,70.2419,69.4198,70.2718 "Fedora Server 39",69.8727,70.7678,70.5009 "Arch Linux",68.9633,70.8469,70.5527 "LeelaChessZero 0.30 - Backend: BLAS", Higher Results Are Better "Ubuntu Linux 23.10",24,14,13,14,14,14,13,13,13 "CentOS Stream 9", "Fedora Server 39", "Arch Linux", "CloverLeaf 1.3 - Input: clover_bm16", Lower Results Are Better "Ubuntu Linux 23.10",273.09144592285,285.54351210594,279.00990700722 "CentOS Stream 9",317.40165495872,313.7175579071,312.35884189606 "Fedora Server 39",257.30006814003,254.96873807907,253.88929605484 "Arch Linux",359.49377799034,348.0807800293,361.11327600479 "PostgreSQL 16 - Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency", Lower Results Are Better "Ubuntu Linux 23.10",1.632,1.439,1.806,1.239,1.417,1.575,1.452,1.469,1.224,1.551,1.627,1.435 "CentOS Stream 9", "Fedora Server 39", "Arch Linux",1.519,1.403,1.58,1.388,1.256,1.328,1.406,1.627,1.376,1.344,1.619,1.436 "PostgreSQL 16 - Scaling Factor: 100 - Clients: 1000 - Mode: Read Only", Higher Results Are Better "Ubuntu Linux 23.10",612904.480676,694874.528536,553584.38848,807075.773898,705764.729816,634859.429495,688558.298627,680791.635735,817093.801159,644634.378545,614703.168666,696954.139472 "CentOS Stream 9", "Fedora Server 39", "Arch Linux",658127.247287,712970.622788,632809.045104,720503.585004,796201.304159,753105.1146,711237.158466,614487.449435,726875.403838,744304.644161,617578.252813,696606.039753 "PostgreSQL 16 - Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency", Lower Results Are Better "Ubuntu Linux 23.10",23.9,27.113,27.317,20.945,26.958,20.975,27.766,28.4,27.173 "CentOS Stream 9", "Fedora Server 39", "Arch Linux",52.237,57.454,56.669,55.248,50.266,50.797,52.082,51.279,56.456,58.318,55.674,52.544 "PostgreSQL 16 - Scaling Factor: 100 - Clients: 1000 - Mode: Read Write", Higher Results Are Better "Ubuntu Linux 23.10",41841.715614,36883.054712,36607.85634,47743.451407,37094.415297,47675.685915,36015.443577,35211.758033,36800.572664 "CentOS Stream 9", "Fedora Server 39", "Arch Linux",19143.422545,17405.132139,17646.475837,18100.146407,19894.322185,19686.373654,19200.473914,19501.003639,17712.852071,17147.320332,17961.602734,19031.55162 "OSPRay Studio 1.0 - Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",36932,31722,31833,31361,31594,31469,36971,31845,32868,36783,36735,32121,31480,31685,32205 "CentOS Stream 9", "Fedora Server 39",30374,35434,24472,30268,35827,24408,24445,24406,24291,24566,24458,24335,24397,24339,36847 "Arch Linux",30217,23278,23257,23150,23157,23304,23089,23045,23187,23109,23435,23421,23172,23165,23312 "OSPRay Studio 1.0 - Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",36730,31613,36955,31275,31672,31633,31255,31460,31665,31655,31706,31520,31648,31337,32059 "CentOS Stream 9", "Fedora Server 39",35355,24474,30267,24366,35564,24458,24384,35138,24399,24329,24219,34369,24353,30442,24406 "Arch Linux",34238,22912,23141,23248,23460,23275,22930,23230,23106,23090,23321,23195,23074,22915,23122 "GROMACS 2024 - Implementation: MPI CPU - Input: water_GMX50_bare", Higher Results Are Better "Ubuntu Linux 23.10",15.525,7.799,14.337,7.012,6.17,8.34,8.227 "CentOS Stream 9",6.113,6.916,5.549,4.858,4.587,6.31,5.129,6.884,7.218,6.5,3.897,7.302 "Fedora Server 39",6.067,5.203,5.85,5.02,8.324,5.324,5.655,10.536,6.425,7.056,15.078,5.62 "Arch Linux",16.134,8.033,12.696,11.877,18.363,8.347,18.785,8.676,19.24,7.662,19.061,8.956,18.449,9.317,18.967 "Memcached 1.6.19 - Set To Get Ratio: 1:100", Higher Results Are Better "Ubuntu Linux 23.10",3441407.94,3477124.18,3512879.71 "CentOS Stream 9",2612845.07,2474573.07,2694276.59,2633934.29,2644456.58,2613775.73,2646771.47,2568083.59,2691355.9,2578095.03 "Fedora Server 39",8196370.3,8865906.87,8502937.98,8617808.78,8590943.32,8278599.73,8708046.54,13111858.34,8925064.45,8504158.86,8610781.01,8886410.03 "Arch Linux",9201549.29,8958713.95,9692087.57,9902231.02,9834707.82,9917806.81,9881854.07,9857889.05,9726220.56,8268469.5,9879916.07,9970939.26,9697170.31,9845165.08,9865566.3 "VVenC 1.11 - Video Input: Bosphorus 4K - Video Preset: Fast", Higher Results Are Better "Ubuntu Linux 23.10",2.717,2.804,2.834 "CentOS Stream 9",2.875,2.796,2.798 "Fedora Server 39",2.805,2.831,2.865 "Arch Linux",2.894,2.892,2.915 "OSPRay 3.1 - Benchmark: particle_volume/pathtracer/real_time", Higher Results Are Better "Ubuntu Linux 23.10",82.3388,83.5478,83.0235 "CentOS Stream 9",83.2614,84.0067,83.4275 "Fedora Server 39",81.2076,83.2037,82.0028 "Arch Linux",81.73,84.7657,80.7191,82.8303 "NAMD 3.0b6 - Input: ATPase with 327,506 Atoms", Higher Results Are Better "Ubuntu Linux 23.10",4.7180271097838,6.2077099757899,3.2833282441746,4.8101667684819,3.8338854128328,5.0971517116235,4.9277104871535,5.6874733399687,6.5280543134119,4.211005040573,3.5661811905339,5.4984329466102,1.5369907565376,4.5911574307883,6.109369940678 "CentOS Stream 9",3.8741670540834,2.8259604026428,3.3178720495823,4.0278728803319,3.2694910710199,1.2623616767193,3.8803456611915,2.6976500770179,3.6571361698082,3.9698450569474,1.135686096363,4.5209591666968 "Fedora Server 39",3.6068139929956,6.7759859059493,5.6408578616636,5.3583963391436,3.9141241168758,3.6199488139238,7.3168947098851,5.6400943023767,3.7251301001688,6.6537141032124,4.8879677785164,4.6894857041028,7.3058826967474,5.500610567773,6.469937435705 "Arch Linux",6.8191426973801,5.8600159392434,6.3759651617264,5.8910509045709,5.6177881644439,5.513439007581,5.7124903601725,6.2988158226254,5.2708144462482,4.8122037487067,4.3618789229649,4.6610702749565 "7-Zip Compression 22.01 - Test: Decompression Rating", Higher Results Are Better "Ubuntu Linux 23.10",388489,452080,524599 "CentOS Stream 9",411625,426357,434035,429296,439621,427365,425593,436727,430816,446459,447865,445349,428941,447751,435196 "Fedora Server 39",357109,405881,453119,408578,449728,465646,460145 "Arch Linux",367080,371325,414988,434716,424887,461155,549060,556959,563350,568288,561811,547576,530614,448645,430685 "7-Zip Compression 22.01 - Test: Compression Rating", Higher Results Are Better "Ubuntu Linux 23.10",473370,459959,461111 "CentOS Stream 9",693545,707987,751373,757413,750932,750812,757680,765312,774190,761559,761136,751564,763225,754508,764807 "Fedora Server 39",521611,498083,486386,487852,490741,494422,493871 "Arch Linux",658110,731831,757389,757485,776386,707634,769009,785402,778352,786363,773409,770702,771429,787822,777863 "Xcompact3d Incompact3d 2021-03-11 - Input: X3D-benchmarking input.i3d", Lower Results Are Better "Ubuntu Linux 23.10",170.065109,168.688751,168.781876 "CentOS Stream 9",185.197205,183.261322,184.118469 "Fedora Server 39",169.644714,167.397675,168.973068 "Arch Linux",186.920654,187.753906,187.125229 "OpenVINO 2023.2.dev - Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU", Lower Results Are Better "Ubuntu Linux 23.10",0.78,0.81,0.76,0.8,0.79,0.83,0.8,0.81,0.82,0.79,0.81,0.83,0.8,0.81,0.82 "CentOS Stream 9",0.82,0.83,0.83 "Fedora Server 39",0.83,0.83,0.83 "Arch Linux",0.78,0.73,0.78,0.78,0.76,0.77,0.74,0.79,0.8,0.79,0.72,0.79,0.8,0.78,0.77 "OpenVINO 2023.2.dev - Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU", Higher Results Are Better "Ubuntu Linux 23.10",66654.74,59151.84,68078.7,61727.89,63082.22,56084.04,62147.12,61205.71,60883.69,60563.05,59898.71,57070.98,61392.97,58407.3,58953.44 "CentOS Stream 9",59663.92,61310.1,60314.6 "Fedora Server 39",56157.41,57096.22,56621.3 "Arch Linux",63899.73,69529.42,63972.31,64073.83,66698.73,65563.49,66470.52,60594.7,59002.39,60492.39,71252.75,60547.78,59358.84,66079.1,63303.96 "High Performance Conjugate Gradient 3.1 - X Y Z: 104 104 104 - RT: 60", Higher Results Are Better "Ubuntu Linux 23.10",70.7591,71.2958,71.3564 "CentOS Stream 9",70.9023,71.2574,71.2399 "Fedora Server 39",72.3748,72.2756,72.722 "Arch Linux",70.5068,71.3162,71.5645 "Redis 7.0.4 - Test: GET - Parallel Connections: 500", Higher Results Are Better "Ubuntu Linux 23.10",1710593.5,1524417.62,1488254.75,1501663.62,1591321,1527304.62,1518076.75,1504419.75,1474952.62,1540479.88,1586927,1523442.25,1525580.25,1518076.75,1590196.62 "CentOS Stream 9",2007234.5,1818016,1781039.25,1772767.12,1773647.5,1747244.5,1724823,1858614.25,1808743.25,1781530.62,1761773.5,1882138.62,1922593.75,1836445.38,1846209.62 "Fedora Server 39",1874729,1764696,1725358.75,1777177.75,2000916.25,1880157,1923629.25,1956063.5,2054015.38,1802548.62,1742252.25,1812743.25,1774780.62,1892969.5,1598034.38 "Arch Linux",1880157,1793947.25,1734095,1778948.12,1750731.62,1660552.5,1758489.75,1749078.12,1685688.62,1737831.88,1825983.12,1741099.5,1842400.12,1766192,1957825.12 "RocksDB 8.0 - Test: Read Random Write Random", Higher Results Are Better "Ubuntu Linux 23.10",953548,965497,947338 "CentOS Stream 9", "Fedora Server 39",1208922,1202174,1336153,1204833,1136426,1137218,1156364,1133150,1169082,1224283,1188389,1140655,1198771,1195897,1140242 "Arch Linux",1050741,941635,933915,927469,935404,890459,916468,916829,890720,921663,927617,931345,934051,931438,930761 "OpenVINO 2023.2.dev - Model: Machine Translation EN To DE FP16 - Device: CPU", Lower Results Are Better "Ubuntu Linux 23.10",27.72,27.97,28.09 "CentOS Stream 9",50.6,56.87,55.26,58.39,51.41,50.47,48.14,48.68,44.38,52.68,54.13,61.15,49.52,51.51,48.22 "Fedora Server 39",31.59,33.68,32.89,33.87,32.07,32.45,31.74,33.2,32.54 "Arch Linux",28.63,29.48,29.59 "OpenVINO 2023.2.dev - Model: Machine Translation EN To DE FP16 - Device: CPU", Higher Results Are Better "Ubuntu Linux 23.10",1151.95,1141.49,1136.31 "CentOS Stream 9",631.61,561.78,578.35,547.32,621.61,633.09,663.79,655.97,720.01,606.62,590.33,522.61,645.43,620.41,662.88 "Fedora Server 39",1011.74,948.91,971.65,943.53,996.33,984.75,1006.62,962.74,982.05 "Arch Linux",1115.82,1083.23,1079.21 "Memcached 1.6.19 - Set To Get Ratio: 1:10", Higher Results Are Better "Ubuntu Linux 23.10",3236499.45,3446989,3398496.66,3417746.67,3350340.11 "CentOS Stream 9",2858704.26,3318527.99,3440607.37,3351809.56,3462851.64,3415577.28,3458745.27,3378984.93,3370582.82,3322059.52,3399878.92,3344729.82,3262348.96 "Fedora Server 39",4933706.05,5157676.04,5072174.2 "Arch Linux",5161867.77,5469457.29,5549977.84,5541709.42,5494222.95,5460065.7,5554566.17,5470322.23 "LAMMPS Molecular Dynamics Simulator 23Jun2022 - Model: 20k Atoms", Higher Results Are Better "Ubuntu Linux 23.10",56.247,57.518,56.285 "CentOS Stream 9",57.123,57.694,58.69 "Fedora Server 39",56.879,58.082,58.069 "Arch Linux",62.11,63.433,63.427 "Redis 7.0.4 - Test: SET - Parallel Connections: 500", Higher Results Are Better "Ubuntu Linux 23.10",1970789.25,2309296.75,2108496.75,2208325,1790093.75,2158746.75,2284606.5,1948289.25,1790863,2349004,2093313.88,2113845.25,2295619.75,2300584.25,2301219.25 "CentOS Stream 9",2102026,1915156.12,2358755.25,2050729.88,2361540.5,1948441.12,1837120.12,1836580.12,2001076.5,1781927.88,1850788.25,1869169,1792532.38,2070001.88,1908212.75 "Fedora Server 39",2053003.38,2376355.5,1947530.38,1631563.5,1584362.5,1991988.25,2168765.75,1806325.5,2139167.25,2396860,2383605.75,2393189,2382697,2229396.25,2402849.5 "Arch Linux",1877756.38,2351213,2263713.25,2324650,2334090.75,2306527.25,2326380.5,2318828.5,2343169.5,2319796.5,2308870.25,1847301,2306527.25,2306740,1932850 "Graph500 3.0 - Scale: 26", Higher Results Are Better "Ubuntu Linux 23.10", "CentOS Stream 9", "Fedora Server 39", "Arch Linux", "Graph500 3.0 - Scale: 26", Higher Results Are Better "Ubuntu Linux 23.10", "CentOS Stream 9", "Fedora Server 39", "Arch Linux", "Graph500 3.0 - Scale: 26", Higher Results Are Better "Ubuntu Linux 23.10", "CentOS Stream 9", "Fedora Server 39", "Arch Linux", "Graph500 3.0 - Scale: 26", Higher Results Are Better "Ubuntu Linux 23.10", "CentOS Stream 9", "Fedora Server 39", "Arch Linux", "OSPRay 3.1 - Benchmark: particle_volume/scivis/real_time", Higher Results Are Better "Ubuntu Linux 23.10",20.7049,20.678,20.9346 "CentOS Stream 9",20.4286,20.4119,20.4875 "Fedora Server 39",20.5228,20.5123,20.5906 "Arch Linux",20.7324,20.8485,20.7559 "LeelaChessZero 0.30 - Backend: Eigen", Higher Results Are Better "Ubuntu Linux 23.10",368,379,388,386 "CentOS Stream 9", "Fedora Server 39", "Arch Linux", "RocksDB 8.0 - Test: Read While Writing", Higher Results Are Better "Ubuntu Linux 23.10",10211885,9808072,9400712,9654202,9845071,9645927,9804599,9837440 "CentOS Stream 9", "Fedora Server 39",7891665,10036829,8894134,8396953,8182573,8240541,8413002,8521952,8744338,8265454,8781476,8456438,8466405,8646327 "Arch Linux",9393800,9532824,9230333 "VVenC 1.11 - Video Input: Bosphorus 4K - Video Preset: Faster", Higher Results Are Better "Ubuntu Linux 23.10",5.789,5.585,5.511,5.557 "CentOS Stream 9",5.814,5.782,5.827 "Fedora Server 39",5.832,5.847,5.734 "Arch Linux",5.993,5.991,5.843 "OSPRay 3.1 - Benchmark: gravity_spheres_volume/dim_512/ao/real_time", Higher Results Are Better "Ubuntu Linux 23.10",28.6415,28.6755,28.5093 "CentOS Stream 9",31.9224,30.4114,28.8626,28.9095,30.0976,28.6977,29.199,28.8447,31.3572,30.6797,29.7236,28.9173,29.614,30.2592,28.9427 "Fedora Server 39",28.7462,28.4691,28.7757 "Arch Linux",33.5515,34.5456,34.049 "OSPRay 3.1 - Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time", Higher Results Are Better "Ubuntu Linux 23.10",32.416,32.3097,32.238 "CentOS Stream 9",33.9959,36.6867,36.364,37.1366,32.4711,32.2435,32.401,32.2474,32.3893,32.3551,32.2887,32.4374,32.1315,32.0505,32.2084 "Fedora Server 39",31.851,31.453,31.7957 "Arch Linux",33.2467,33.3025,33.5591 "OSPRay 3.1 - Benchmark: gravity_spheres_volume/dim_512/scivis/real_time", Higher Results Are Better "Ubuntu Linux 23.10",29.1149,28.7486,28.8851 "CentOS Stream 9",29.4908,29.2297,29.8107 "Fedora Server 39",28.417,28.739,28.135 "Arch Linux",29.6612,29.7669,33.956,34.1167,29.5319,31.9982,34.1764,31.9524,30.5158,34.1908,33.0039,31.05,30.1328,29.7667,29.8699 "GPAW 23.6 - Input: Carbon Nanotube", Lower Results Are Better "Ubuntu Linux 23.10",41.097,41.062,38.298,37.782,40.038,37.879,37.649,37.501,37.557,37.708,37.6,40.461,39.333,37.604,37.979 "CentOS Stream 9", "Fedora Server 39",196.192,192.944,194.388 "Arch Linux", "RocksDB 8.0 - Test: Random Read", Higher Results Are Better "Ubuntu Linux 23.10",597092479,555495057,619909164,618730846,619291532,620426536,617393334,606172748,560351007,549190504,620705442,619743641,552554683,619905736,620367980 "CentOS Stream 9", "Fedora Server 39",645213220,657688605,655660550 "Arch Linux",593015193,617416452,614606038 "OpenVINO 2023.2.dev - Model: Face Detection FP16-INT8 - Device: CPU", Lower Results Are Better "Ubuntu Linux 23.10",254.37,241.93,244.36,243.26 "CentOS Stream 9",242.57,241.76,240.67 "Fedora Server 39",249.99,239.55,237.14,240.1 "Arch Linux",248.94,235.77,240.11,237.79 "OpenVINO 2023.2.dev - Model: Face Detection FP16-INT8 - Device: CPU", Higher Results Are Better "Ubuntu Linux 23.10",502.36,528.08,523.5,525.38 "CentOS Stream 9",527,528.31,531.07 "Fedora Server 39",511.4,533.79,538.69,532.69 "Arch Linux",513.84,541.75,532.81,537.7 "OSPRay 3.1 - Benchmark: particle_volume/ao/real_time", Higher Results Are Better "Ubuntu Linux 23.10",20.7341,20.5985,20.6311 "CentOS Stream 9",20.4924,20.4981,20.5158 "Fedora Server 39",20.3315,20.5046,20.4965 "Arch Linux",20.6324,20.7665,20.6031 "RawTherapee - Total Benchmark Time", Lower Results Are Better "Ubuntu Linux 23.10",128.341,130.366,128.53 "CentOS Stream 9", "Fedora Server 39",117.814,117.738,119.132 "Arch Linux",106.386,107.511,107.246 "OpenVINO 2023.2.dev - Model: Person Vehicle Bike Detection FP16 - Device: CPU", Lower Results Are Better "Ubuntu Linux 23.10",13.1,12.53,12.58 "CentOS Stream 9",13.19,12.52,12.51,12.51,12.51 "Fedora Server 39",13.17,12.52,12.51,12.54 "Arch Linux",12.85,12.38,12.39 "OpenVINO 2023.2.dev - Model: Person Vehicle Bike Detection FP16 - Device: CPU", Higher Results Are Better "Ubuntu Linux 23.10",9753.41,10197.96,10150.48 "CentOS Stream 9",9693.66,10214.67,10217.26,10220.62,10221.13 "Fedora Server 39",9708.61,10212.61,10219.99,10190.5 "Arch Linux",9946.78,10330.73,10314.16 "OSPRay Studio 1.0 - Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",6161,6598,6228,6307,6338,6310 "CentOS Stream 9", "Fedora Server 39",6351,6254,6305 "Arch Linux",6480,6389,6327 "OSPRay Studio 1.0 - Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",41754,37942,41162,36225,36220,36132,36122,36018,35908,36294,35880,36426,36038,35893,41263 "CentOS Stream 9", "Fedora Server 39",34545,34616,34933 "Arch Linux",34226,33953,33748 "OSPRay Studio 1.0 - Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",14307,14324,15040,14362 "CentOS Stream 9", "Fedora Server 39",14497,14376,14392 "Arch Linux",13682,13565,13671 "Speedb 2.7 - Test: Random Read", Higher Results Are Better "Ubuntu Linux 23.10",564474811,607419683,602270451,601160684,606064283,609261457,609550741,605424964 "CentOS Stream 9", "Fedora Server 39",609376698,632664505,636744276 "Arch Linux",595836457,623955914,624106535,622394632 "SVT-AV1 1.8 - Encoder Mode: Preset 4 - Input: Bosphorus 4K", Higher Results Are Better "Ubuntu Linux 23.10",2.31,2.318,2.294 "CentOS Stream 9",2.357,2.344,2.374 "Fedora Server 39",2.339,2.338,2.362 "Arch Linux",2.405,2.403,2.376 "OSPRay Studio 1.0 - Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",6477,6237,6612,6467 "CentOS Stream 9", "Fedora Server 39",6292,6338,6311 "Arch Linux",6453,6373,6315 "OSPRay Studio 1.0 - Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",12243,12199,12286 "CentOS Stream 9", "Fedora Server 39",12334,12220,12233 "Arch Linux",11671,11632,11671 "Neural Magic DeepSparse 1.6 - Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "Ubuntu Linux 23.10",14.8464,13.9302,13.9153,13.9167,13.9536,13.9268,13.9121 "CentOS Stream 9",15.1045,14.342,14.1121,14.1523,14.113,14.2012,14.202 "Fedora Server 39", "Arch Linux",14.4476,13.9205,13.9196 "Neural Magic DeepSparse 1.6 - Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "Ubuntu Linux 23.10",4304.1485,4585.85,4591.8285,4591.5114,4579.6712,4588.2919,4591.4748 "CentOS Stream 9",4228.4335,4452.5321,4525.4608,4513.0246,4524.3442,4497.4022,4496.4808 "Fedora Server 39", "Arch Linux",4423.6482,4590.5908,4590.4447 "OSPRay Studio 1.0 - Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",12079,12090,12089 "CentOS Stream 9", "Fedora Server 39",12172,12231,12159 "Arch Linux",11515,11587,11624 "OSPRay Studio 1.0 - Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",7383,7303,7277 "CentOS Stream 9", "Fedora Server 39",7343,7696,7349,7308 "Arch Linux",6992,7093,7044 "OSPRay Studio 1.0 - Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",4479,4248,4339,4344 "CentOS Stream 9", "Fedora Server 39",4420,4353,4358 "Arch Linux",4199,4162,4157 "OpenVINO 2023.2.dev - Model: Road Segmentation ADAS FP16-INT8 - Device: CPU", Lower Results Are Better "Ubuntu Linux 23.10",54.51,53.4,53.45 "CentOS Stream 9",52.64,53.01,53.42 "Fedora Server 39",53.86,53.52,53.64 "Arch Linux",53.36,52.87,53.02 "OpenVINO 2023.2.dev - Model: Road Segmentation ADAS FP16-INT8 - Device: CPU", Higher Results Are Better "Ubuntu Linux 23.10",2346.58,2394.64,2392.48 "CentOS Stream 9",2430.59,2412.72,2394.21 "Fedora Server 39",2374.98,2390.28,2384.41 "Arch Linux",2397.62,2419.31,2412.36 "Neural Magic DeepSparse 1.6 - Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "Ubuntu Linux 23.10",406.4137,406.5916,414.0213 "CentOS Stream 9",415.0884,418.0604,416.896 "Fedora Server 39", "Arch Linux",410.4943,420.4682,409.1888 "Neural Magic DeepSparse 1.6 - Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "Ubuntu Linux 23.10",156.831,156.5459,154.0766 "CentOS Stream 9",153.0879,151.9786,152.637 "Fedora Server 39", "Arch Linux",155.2516,151.6469,156.0664 "OpenVINO 2023.2.dev - Model: Person Detection FP16 - Device: CPU", Lower Results Are Better "Ubuntu Linux 23.10",84.92,85.27,84.99 "CentOS Stream 9",96.4,96.67,98.94 "Fedora Server 39",93.94,93.38,93.9 "Arch Linux",81.55,81.23,81.28 "OpenVINO 2023.2.dev - Model: Person Detection FP16 - Device: CPU", Higher Results Are Better "Ubuntu Linux 23.10",376.38,374.81,376.06 "CentOS Stream 9",331.55,330.53,323.02 "Fedora Server 39",340.27,342.23,340.4 "Arch Linux",391.88,393.47,393.18 "OpenVINO 2023.2.dev - Model: Vehicle Detection FP16-INT8 - Device: CPU", Lower Results Are Better "Ubuntu Linux 23.10",14.43,14.33,14.34 "CentOS Stream 9",14.38,14.35,14.34 "Fedora Server 39",14.46,14.42,14.4 "Arch Linux",14.39,14.22,14.22 "OpenVINO 2023.2.dev - Model: Vehicle Detection FP16-INT8 - Device: CPU", Higher Results Are Better "Ubuntu Linux 23.10",8860.79,8925.05,8918.99 "CentOS Stream 9",8895.89,8910.2,8920.14 "Fedora Server 39",8843.94,8864.98,8877.29 "Arch Linux",8886.47,8992.07,8990.56 "OpenVINO 2023.2.dev - Model: Face Detection Retail FP16-INT8 - Device: CPU", Lower Results Are Better "Ubuntu Linux 23.10",5.29,5.15,5.16 "CentOS Stream 9",5.26,5.26,5.24 "Fedora Server 39",5.27,5.2,5.29 "Arch Linux",5.36,5.18,5.19 "OpenVINO 2023.2.dev - Model: Face Detection Retail FP16-INT8 - Device: CPU", Higher Results Are Better "Ubuntu Linux 23.10",24154.22,24797.67,24758.4 "CentOS Stream 9",24249.83,24268.6,24368.69 "Fedora Server 39",24240.33,24544.82,24104.46 "Arch Linux",23816.73,24654.26,24595.01 "OpenVINO 2023.2.dev - Model: Handwritten English Recognition FP16-INT8 - Device: CPU", Lower Results Are Better "Ubuntu Linux 23.10",39.76,39.72,39.79 "CentOS Stream 9",40.05,40.01,40.01 "Fedora Server 39",39.38,39.19,39.34 "Arch Linux",40.19,40.03,40.1 "OpenVINO 2023.2.dev - Model: Handwritten English Recognition FP16-INT8 - Device: CPU", Higher Results Are Better "Ubuntu Linux 23.10",3217.87,3220.69,3214.96 "CentOS Stream 9",3194.43,3197.21,3197.78 "Fedora Server 39",3248.91,3264.54,3252.02 "Arch Linux",3182.78,3196.01,3190.32 "OpenVINO 2023.2.dev - Model: Weld Porosity Detection FP16-INT8 - Device: CPU", Lower Results Are Better "Ubuntu Linux 23.10",2.85,2.85,2.85 "CentOS Stream 9",2.98,3.06,3.03 "Fedora Server 39",2.87,2.83,2.87 "Arch Linux",2.9,2.96,2.95 "OpenVINO 2023.2.dev - Model: Weld Porosity Detection FP16-INT8 - Device: CPU", Higher Results Are Better "Ubuntu Linux 23.10",43430.19,43566.52,43554.22 "CentOS Stream 9",40855.31,39688.93,40017.77 "Fedora Server 39",42181.29,42804.65,42273.72 "Arch Linux",42096.57,41167.13,41153.06 "OSPRay Studio 1.0 - Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",3713,3717,3724 "CentOS Stream 9", "Fedora Server 39",3680,3656,3712 "Arch Linux",3565,3633,3575 "OSPRay Studio 1.0 - Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",276,276,276 "CentOS Stream 9", "Fedora Server 39",273,276,278 "Arch Linux",264,266,264 "Neural Magic DeepSparse 1.6 - Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "Ubuntu Linux 23.10",6.0757,5.673,5.6864,5.6853,5.6991,5.7751,5.6658 "CentOS Stream 9",5.8281,5.7559,5.7658 "Fedora Server 39", "Arch Linux",6.023,5.6449,5.6481,5.6662,5.6195,5.6261,5.6391 "Neural Magic DeepSparse 1.6 - Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "Ubuntu Linux 23.10",10503.8277,11247.108,11219.2372,11224.9246,11193.0108,11050.4791,11258.9208 "CentOS Stream 9",10935.6304,11074.4095,11056.8662 "Fedora Server 39", "Arch Linux",10599.9814,11306.9627,11300.9892,11264.2962,11357.6812,11344.0854,11318.1444 "OSPRay Studio 1.0 - Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",234,234,235 "CentOS Stream 9", "Fedora Server 39",234,237,235 "Arch Linux",225,226,226 "OSPRay Studio 1.0 - Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",3705,3698,3680 "CentOS Stream 9", "Fedora Server 39",3579,3730,3655 "Arch Linux",3547,3534,3551 "OSPRay Studio 1.0 - Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",234,233,233 "CentOS Stream 9", "Fedora Server 39",233,234,233 "Arch Linux",223,223,223 "OSPRay Studio 1.0 - Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",913,920,908 "CentOS Stream 9", "Fedora Server 39",930,897,884,897 "Arch Linux",882,869,872 "CloverLeaf 1.3 - Input: clover_bm64_short", Lower Results Are Better "Ubuntu Linux 23.10",31.38794708252,33.563390016556,32.24276804924,30.878282785416,32.340065002441,31.941359043121,33.091392040253,31.359853029251,31.846956968307,32.462235927582,31.951367139816 "CentOS Stream 9",25.236499071121,24.821058034897,24.97833108902 "Fedora Server 39",30.958940029144,32.333405971527,31.597800970078 "Arch Linux",29.971883058548,30.105684041977,30.82732796669 "OSPRay Studio 1.0 - Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",910,918,906 "CentOS Stream 9", "Fedora Server 39",897,894,901 "Arch Linux",873,863,864 "OSPRay Studio 1.0 - Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU", Lower Results Are Better "Ubuntu Linux 23.10",1082,1074,1080 "CentOS Stream 9", "Fedora Server 39",1059,1062,1052 "Arch Linux",1030,1025,1022 "Y-Cruncher 0.8.3 - Pi Digits To Calculate: 5B", Lower Results Are Better "Ubuntu Linux 23.10",29.889,29.688,29.885 "CentOS Stream 9",32.923,32.529,33.098 "Fedora Server 39",34.6,33.282,33.319 "Arch Linux",33.128,33.613,35.101,33.105,33.313 "RocksDB 8.0 - Test: Update Random", Higher Results Are Better "Ubuntu Linux 23.10",126330,125545,124805 "CentOS Stream 9", "Fedora Server 39",125467,121863,121946 "Arch Linux",129725,126526,126103 "Neural Magic DeepSparse 1.6 - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "Ubuntu Linux 23.10",132.1215,133.0802,132.8351 "CentOS Stream 9",132.3142,133.2959,133.1201 "Fedora Server 39", "Arch Linux",133.2772,134.5743,134.768 "Neural Magic DeepSparse 1.6 - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "Ubuntu Linux 23.10",480.5304,477.4972,478.2616 "CentOS Stream 9",479.2626,477.2925,477.5393 "Fedora Server 39", "Arch Linux",477.2829,472.2886,473.1543 "SVT-AV1 1.8 - Encoder Mode: Preset 12 - Input: Bosphorus 4K", Higher Results Are Better "Ubuntu Linux 23.10",68.133,66.105,70.292,64.533,65.475,69.39,67.305,65.513,65.404,64.49,66.438,69.542,65.674,66.587,67.979 "CentOS Stream 9",69.361,69.603,70.639 "Fedora Server 39",73.388,70.014,71.151 "Arch Linux",73.837,73.896,73.419 "Neural Magic DeepSparse 1.6 - Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "Ubuntu Linux 23.10",365.9026,359.8909,358.0697 "CentOS Stream 9",366.1046,366.5527,366.4921 "Fedora Server 39", "Arch Linux",362.0193,343.0301,346.9949,354.9395 "Neural Magic DeepSparse 1.6 - Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "Ubuntu Linux 23.10",174.3749,177.0385,178.294 "CentOS Stream 9",174.3735,173.7743,173.7068 "Fedora Server 39", "Arch Linux",176.2355,185.841,183.7429,179.5124 "LAMMPS Molecular Dynamics Simulator 23Jun2022 - Model: Rhodopsin Protein", Higher Results Are Better "Ubuntu Linux 23.10",42.281,39.432,31.965,38.686,33.625,40.324,39.726,39.951,38.959,40.152,36.481,39.801,32.007,38.469,30.91 "CentOS Stream 9",43.227,48.79,39.647,37.381,38.801,40.08,37.013,37.037,39.708,39.512,39.248,38.902,37.625,39.922,40.027 "Fedora Server 39",47.209,47.888,33.948,38.513,38.913,37.443,38.518,36.171,37.941,37.52,38.175,38.565,37.794,38.377,38.155 "Arch Linux",49.642,46.596,46.028,41.435,41.13,41.205,41.279,41.105,41.041,40.991,41.327,41.23 "Neural Magic DeepSparse 1.6 - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "Ubuntu Linux 23.10",478.6548,476.0664,476.6874 "CentOS Stream 9",477.2453,476.3629,476.1272 "Fedora Server 39", "Arch Linux",473.5824,469.9773,471.8874 "Neural Magic DeepSparse 1.6 - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "Ubuntu Linux 23.10",132.7642,133.5782,133.2766 "CentOS Stream 9",133.2402,133.1427,133.4626 "Fedora Server 39", "Arch Linux",134.236,135.5962,134.9676 "Neural Magic DeepSparse 1.6 - Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "Ubuntu Linux 23.10",34.9721,34.1097,33.6817 "CentOS Stream 9",35.8197,34.728,35.306 "Fedora Server 39", "Arch Linux",34.8756,33.5889,33.6435 "Neural Magic DeepSparse 1.6 - Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "Ubuntu Linux 23.10",1827.6585,1873.3828,1897.6363 "CentOS Stream 9",1783.6995,1839.297,1809.8558 "Fedora Server 39", "Arch Linux",1832.7669,1902.6212,1899.9553 "SVT-AV1 1.8 - Encoder Mode: Preset 8 - Input: Bosphorus 4K", Higher Results Are Better "Ubuntu Linux 23.10",21.506,21.512,20.934 "CentOS Stream 9",21.935,21.541,21.204 "Fedora Server 39",21.324,20.991,21.168 "Arch Linux",22.176,21.9,22.061 "Neural Magic DeepSparse 1.6 - Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "Ubuntu Linux 23.10",53.5386,51.6414,51.6521 "CentOS Stream 9",53.6157,51.7732,51.3191 "Fedora Server 39", "Arch Linux",53.2147,51.5711,51.5881 "Neural Magic DeepSparse 1.6 - Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "Ubuntu Linux 23.10",1193.4664,1238.181,1237.8443 "CentOS Stream 9",1192.9703,1233.6873,1244.2835 "Fedora Server 39", "Arch Linux",1202.0247,1240.2529,1239.8453 "Neural Magic DeepSparse 1.6 - Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "Ubuntu Linux 23.10",34.9742,34.5795,34.7271 "CentOS Stream 9",34.4614,34.1484,34.2621 "Fedora Server 39", "Arch Linux",33.9456,34.1333,34.5613 "Neural Magic DeepSparse 1.6 - Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "Ubuntu Linux 23.10",1823.1766,1848.1911,1839.9662 "CentOS Stream 9",1854.3757,1871.0842,1864.5687 "Fedora Server 39", "Arch Linux",1883.7125,1872.7683,1849.8308 "Neural Magic DeepSparse 1.6 - Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "Ubuntu Linux 23.10",77.9415,76.5492,76.5633 "CentOS Stream 9",77.1792,77.8783,76.4437 "Fedora Server 39", "Arch Linux",77.0317,76.6333,76.3062 "Neural Magic DeepSparse 1.6 - Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "Ubuntu Linux 23.10",818.8903,834.8747,834.7539 "CentOS Stream 9",828.3856,820.1283,835.4604 "Fedora Server 39", "Arch Linux",830.3409,834.347,837.888 "Neural Magic DeepSparse 1.6 - Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "Ubuntu Linux 23.10",35.606,34.5969,34.7624 "CentOS Stream 9",34.0939,34.2583,34.3264 "Fedora Server 39", "Arch Linux",34.8275,34.4759,34.9249 "Neural Magic DeepSparse 1.6 - Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "Ubuntu Linux 23.10",1794.1149,1847.3594,1836.6599 "CentOS Stream 9",1873.1205,1865.5091,1860.9164 "Fedora Server 39", "Arch Linux",1835.4055,1853.9466,1830.5977 "Neural Magic DeepSparse 1.6 - Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "Ubuntu Linux 23.10",75.8791,74.4198,74.3524 "CentOS Stream 9",76.199,74.142,74.0703 "Fedora Server 39", "Arch Linux",75.9154,73.7342,73.9271 "Neural Magic DeepSparse 1.6 - Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "Ubuntu Linux 23.10",841.1186,859.0398,859.4652 "CentOS Stream 9",837.2349,860.8789,861.8984 "Fedora Server 39", "Arch Linux",841.9104,867.3422,864.2956 "Intel Open Image Denoise 2.2 - Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only", Higher Results Are Better "Ubuntu Linux 23.10",2.1668096761053,2.1722696742464,2.1872744373237 "CentOS Stream 9",2.4188535118125,2.5279081054846,2.5474396957338,2.5319019647559 "Fedora Server 39",2.3632225848456,2.2074275522277,2.3028474708978,2.1385113822268,2.2146824588291,2.214888480365,2.230042237,2.2842054048868,2.1880401724176,2.2541002082789,2.3080669247086,2.2099056812255,2.2505440690287,2.2989932708467,2.22380853898 "Arch Linux",2.3032611875154,2.388561655942,2.3931517569324 "Embree 4.3 - Binary: Pathtracer ISPC - Model: Crown", Higher Results Are Better "Ubuntu Linux 23.10",100.8202,100.2098,99.9896 "CentOS Stream 9",108.9975,109.8751,102.8419,104.738,112.3801,107.6075,99.1026,110.6366,103.4501,99.5384,103.8086,103.4588,114.6801,102.7201,100.455 "Fedora Server 39",147.7016,134.5088,148.2664,132.06,139.0233,147.4043,139.2258,143.8076,140.8689,144.8218,148.2047,141.0713,144.4192,144.4588,136.6696 "Arch Linux",118.7281,118.964,118.528 "SVT-AV1 1.8 - Encoder Mode: Preset 13 - Input: Bosphorus 4K", Higher Results Are Better "Ubuntu Linux 23.10",64.812,69.023,65.863,66.985,65.468 "CentOS Stream 9",71.196,67.844,70.115 "Fedora Server 39",71.914,70.203,70.506 "Arch Linux",72.517,73.63,72.571 "Intel Open Image Denoise 2.2 - Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only", Higher Results Are Better "Ubuntu Linux 23.10",4.4838826836935,4.4793033787385,4.6537818958577 "CentOS Stream 9",4.8378825555631,4.9035472260633,4.9542720688049 "Fedora Server 39",4.5696946986972,4.447033606233,4.7810288774144,4.4706124291967,4.8411380547339,4.8017363078489,4.7799776297047,4.7005955654581,4.7288478635065,4.8125511333558,4.5522622467235,4.8606689252575,4.684279557804,4.7368445983393,4.6765247809048 "Arch Linux",4.7825837430413,4.7194521659926,4.7427755671174 "Y-Cruncher 0.8.3 - Pi Digits To Calculate: 1B", Lower Results Are Better "Ubuntu Linux 23.10",7.163,7.177,7.281 "CentOS Stream 9",7.825,7.939,7.974 "Fedora Server 39",7.949,8.411,8.363,8.416,8.211 "Arch Linux",7.413,7.774,7.497 "Embree 4.3 - Binary: Pathtracer ISPC - Model: Asian Dragon", Higher Results Are Better "Ubuntu Linux 23.10",145.4814,145.3446,143.9326 "CentOS Stream 9",187.1719,150.9425,183.3231,155.2637,173.2875,196.5923,196.8469,196.4053,164.1189,179.5517,163.5238,186.957,171.0716,170.5425,191.3419 "Fedora Server 39",180.5438,178.132,179.9452 "Arch Linux",148.9708,148.3381,148.4977 "ACES DGEMM 1.0 - Sustained Floating-Point Rate", Higher Results Are Better "Ubuntu Linux 23.10",37.859661,38.14322,37.910172 "CentOS Stream 9",64.572258,62.83109,63.504172 "Fedora Server 39",37.709095,37.801379,37.649755 "Arch Linux",46.917592,37.097905,50.474405,46.389224,39.976382,44.322112,42.585152,43.093975,42.164758,44.456469,43.140394,44.801226,42.280447 "Intel Open Image Denoise 2.2 - Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only", Higher Results Are Better "Ubuntu Linux 23.10",4.55103991262,4.5412641971272,4.4882699065991 "CentOS Stream 9",5.0674477292767,4.9003273418664,5.1457269883089 "Fedora Server 39",4.6628959381514,4.7889738665696,4.5988217818595 "Arch Linux",4.7395611166406,4.7433379818046,4.7688309210997