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 2403025-NE-2402297NE31
Linux Distros Emerald Rapids,
"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
"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
"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
"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
"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
"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
"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
"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
"Graph500 3.0 - Scale: 26",
Higher Results Are Better
"Ubuntu Linux 23.10",
"CentOS Stream 9",
"Fedora Server 39",
"Graph500 3.0 - Scale: 26",
Higher Results Are Better
"Ubuntu Linux 23.10",
"CentOS Stream 9",
"Fedora Server 39",
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"Graph500 3.0 - Scale: 26",
Higher Results Are Better
"Ubuntu Linux 23.10",
"CentOS Stream 9",
"Fedora Server 39",
"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
"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",
"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
"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
"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
"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
"Graph500 3.0 - Scale: 26",
Higher Results Are Better
"Ubuntu Linux 23.10",
"CentOS Stream 9",
"Fedora Server 39",
"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
"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
"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",
"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",
"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",
"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",
"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
"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",
"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
"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
"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
"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
"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",
"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
"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",
"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
"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",
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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",
"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
"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
"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",
"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",
"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
"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",
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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",
"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
"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",
"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
"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
"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
"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
"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
"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
"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",
"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",
"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",
"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
"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",
"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",
"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",
"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",
"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",
"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",
"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",
"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
"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
"NWChem 7.0.2 - Input: C240 Buckyball",
Lower Results Are Better
"Ubuntu Linux 23.10",
"CentOS Stream 9",
"Fedora Server 39",
"LeelaChessZero 0.30 - Backend: Eigen",
Higher Results Are Better
"Ubuntu Linux 23.10",368,379,388,386
"CentOS Stream 9",
"Fedora Server 39",
"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
"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
"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
"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
"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",
"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",
"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",
"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",
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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",