Intel Xeon Gold 6226R testing with a Supermicro X11SPL-F v1.02 (3.1 BIOS) and ASPEED on Ubuntu 20.10 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2212171-PTS-XEONGOLD08
Xeon Gold Cascade Lake Refresh LTS Linux Benchmarks,
"Stress-NG 0.14.06 - Test: Context Switching",
Higher Results Are Better
"Linux 5.10.130",5504974.85,5623556.62,5373588.8
"Linux 5.15.83",2274662.3,2279891.58,2297908.59
"Linux 6.1",2051968.07,2061586.38,2050421.46
"Stress-NG 0.14.06 - Test: System V Message Passing",
Higher Results Are Better
"Linux 5.10.130",6528328.21,6447860.45,6496248.4
"Linux 5.15.83",8263910.41,8260476.68,8249334.09
"Linux 6.1",14937022.63,14905495.12,14845730.63
"Stress-NG 0.14.06 - Test: MEMFD",
Higher Results Are Better
"Linux 5.10.130",1007.17,1010.2,1008.49
"Linux 5.15.83",878.89,880.13,880
"Linux 6.1",667.28,667.99,668.19
"Stress-NG 0.14.06 - Test: Malloc",
Higher Results Are Better
"Linux 5.10.130",22431718.81,22526248.15,22218615.87
"Linux 5.15.83",21041435.52,21078471.95,20670365.41
"Linux 6.1",16172029.18,15909492.18,15885717.96
"Stress-NG 0.14.06 - Test: NUMA",
Higher Results Are Better
"Linux 5.10.130",363.62,355.96,354.56
"Linux 5.15.83",335.17,334.26,337.3
"Linux 6.1",260.15,255.11,254.57
"ctx_clock - Context Switch Time",
Lower Results Are Better
"Linux 5.10.130",
"Linux 5.15.83",178,178,180
"Linux 6.1",
"PostgreSQL 15 - Scaling Factor: 100 - Clients: 500 - Mode: Read Only",
Higher Results Are Better
"Linux 5.10.130",369425.33278,369146.071798,372143.662235
"Linux 5.15.83",426537.082357,425223.899763,427523.304895
"Linux 6.1",465829.561056,468452.197026,467218.683242
"PostgreSQL 15 - Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency",
Lower Results Are Better
"Linux 5.10.130",1.353,1.354,1.344
"Linux 5.15.83",1.172,1.176,1.17
"Linux 6.1",1.073,1.067,1.07
"Stress-NG 0.14.06 - Test: MMAP",
Higher Results Are Better
"Linux 5.10.130",391.11,388.73,390.77
"Linux 5.15.83",380.23,381.32,382.15
"Linux 6.1",313.39,312.54,304.73
"Stress-NG 0.14.06 - Test: Mutex",
Higher Results Are Better
"Linux 5.10.130",8595011.27,8598260.2,8627053.5
"Linux 5.15.83",8934079.26,9508240.82,8512437.88,9469804.3,8672903.11,8794959.23,8557872.89,9432045.46,9115373.26,9613737.32,8407175.79,9433507.89,8592008.92,8707167.76,9453078.35
"Linux 6.1",7419737.86,7368943.7,7337092.63
"Stress-NG 0.14.06 - Test: SENDFILE",
Higher Results Are Better
"Linux 5.10.130",243987.13,244131.63,236713.28
"Linux 5.15.83",287852.68,287968.72,281479.56
"Linux 6.1",286888.09,286938.1,281071.94
"PostgreSQL 15 - Scaling Factor: 100 - Clients: 250 - Mode: Read Only",
Higher Results Are Better
"Linux 5.10.130",411542.290132,419550.580875,410754.060572
"Linux 5.15.83",475746.50521,474932.332197,474846.045024
"Linux 6.1",482994.50137,480940.246382,498469.079996
"PostgreSQL 15 - Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency",
Lower Results Are Better
"Linux 5.10.130",0.607,0.596,0.609
"Linux 5.15.83",0.525,0.526,0.526
"Linux 6.1",0.518,0.52,0.502
"JPEG XL Decoding libjxl 0.7 - CPU Threads: All",
Higher Results Are Better
"Linux 5.10.130",206.98,211.51,207.89
"Linux 5.15.83",209.02,209.88,208.63
"Linux 6.1",182.84,184.33,177.45
"PostgreSQL 15 - Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency",
Lower Results Are Better
"Linux 5.10.130",13.016,12.995,12.948
"Linux 5.15.83",14.793,14.852,14.703
"Linux 6.1",13.89,13.778,13.873
"PostgreSQL 15 - Scaling Factor: 100 - Clients: 500 - Mode: Read Write",
Higher Results Are Better
"Linux 5.10.130",38415.647614,38477.321924,38616.496937
"Linux 5.15.83",33800.139776,33666.10625,34006.549286
"Linux 6.1",35997.706268,36289.454132,36040.003024
"GraphicsMagick 1.3.38 - Operation: Rotate",
Higher Results Are Better
"Linux 5.10.130",722,768,782,760,754
"Linux 5.15.83",730,728,734
"Linux 6.1",623,684,642,657,703,671,647,664,688,664,658,692,681,681,668
"Dragonflydb 0.6 - Clients: 50 - Set To Get Ratio: 1:5",
Higher Results Are Better
"Linux 5.10.130",1046057.61,1049034.01,1048006.06
"Linux 5.15.83",1183339.92,1187103.02,1188391.8
"Linux 6.1",1177772.37,1183245.3,1180332.6
"PostgreSQL 15 - Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency",
Lower Results Are Better
"Linux 5.10.130",0.213,0.216,0.216
"Linux 5.15.83",0.194,0.194,0.194
"Linux 6.1",0.189,0.192,0.192
"PostgreSQL 15 - Scaling Factor: 100 - Clients: 100 - Mode: Read Only",
Higher Results Are Better
"Linux 5.10.130",468980.413883,463548.549417,463737.535495
"Linux 5.15.83",515321.609013,515404.048987,515093.952553
"Linux 6.1",527755.334489,522085.970985,521522.008297
"Stress-NG 0.14.06 - Test: Forking",
Higher Results Are Better
"Linux 5.10.130",56996.24,56769.53,56392.77
"Linux 5.15.83",60195.71,59728.25,60338.12
"Linux 6.1",54345.15,53536.74,53016.12
"GraphicsMagick 1.3.38 - Operation: HWB Color Space",
Higher Results Are Better
"Linux 5.10.130",
"Linux 5.15.83",956,960,955
"Linux 6.1",870,870,875
"Stress-NG 0.14.06 - Test: IO_uring",
Higher Results Are Better
"Linux 5.10.130",37144.18,36563.1,35760.18
"Linux 5.15.83",32802.16,31868.84,33605.66
"Linux 6.1",33128.96,32439.24,33188.2
"Dragonflydb 0.6 - Clients: 200 - Set To Get Ratio: 1:5",
Higher Results Are Better
"Linux 5.10.130",1020795.5,1020487.55,1022165.08
"Linux 5.15.83",1125217.72,1112326.86,1114421.13
"Linux 6.1",1099609.78,1097510.37,1100115.05
"Dragonflydb 0.6 - Clients: 200 - Set To Get Ratio: 1:1",
Higher Results Are Better
"Linux 5.10.130",975273.5,968821.98,971080.27
"Linux 5.15.83",1062430.43,1059543.09,1058779.63
"Linux 6.1",1059132.42,1042018.28,1038661.74
"Dragonflydb 0.6 - Clients: 50 - Set To Get Ratio: 5:1",
Higher Results Are Better
"Linux 5.10.130",973181.44,995399.08,998866.39
"Linux 5.15.83",1063015.78,1066609.64,1076363.3
"Linux 6.1",1075556.61,1073526.71,1075905.96
"EnCodec 0.1.1 - Target Bandwidth: 6 kbps",
Lower Results Are Better
"Linux 5.10.130",29.311,29.686,29.487
"Linux 5.15.83",29.741,29.485,29.365
"Linux 6.1",32.199,31.886,31.966
"Facebook RocksDB 7.5.3 - Test: Random Fill Sync",
Higher Results Are Better
"Linux 5.10.130",215963,216642,216788
"Linux 5.15.83",233626,235871,235409
"Linux 6.1",218206,218400,218755
"Dragonflydb 0.6 - Clients: 200 - Set To Get Ratio: 5:1",
Higher Results Are Better
"Linux 5.10.130",927491.86,914619.43,913740.82
"Linux 5.15.83",991845.66,994773.69,993394.36
"Linux 6.1",975742.06,981308.39,981597.85
"EnCodec 0.1.1 - Target Bandwidth: 1.5 kbps",
Lower Results Are Better
"Linux 5.10.130",27.201,26.65,28.871,28.829,28.61,28.463,28.542,28.496
"Linux 5.15.83",28.601,27.695,28.752
"Linux 6.1",28.498,30.887,30.884,30.959,29.436,30.918,31.006,30.852,30.997
"EnCodec 0.1.1 - Target Bandwidth: 24 kbps",
Lower Results Are Better
"Linux 5.10.130",34.148,34.146,34.193
"Linux 5.15.83",33.558,33.927,34.266
"Linux 6.1",36.507,36.378,36.077
"EnCodec 0.1.1 - Target Bandwidth: 3 kbps",
Lower Results Are Better
"Linux 5.10.130",29.416,29.276,28.731
"Linux 5.15.83",29.055,26.974,29.09,28.94,28.843,29.055
"Linux 6.1",29.939,28.921,31.113,31.269,31.177,29.728,31.041,30.218
"Facebook RocksDB 7.5.3 - Test: Sequential Fill",
Higher Results Are Better
"Linux 5.10.130",1216405,1213017,1183344
"Linux 5.15.83",1186959,1198781,1195772
"Linux 6.1",1157335,1129195,1118443
"oneDNN 2.7 - Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",4.68959,4.74148,4.68991
"Linux 5.15.83",4.68283,4.71259,4.72961
"Linux 6.1",4.95301,5.03223,4.95676
"AOM AV1 3.5 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K",
Higher Results Are Better
"Linux 5.10.130",47.96,48.03,48.16
"Linux 5.15.83",47.6,47.45,47.92
"Linux 6.1",45.2,45.59,45.43
"PostgreSQL 15 - Scaling Factor: 100 - Clients: 250 - Mode: Read Write",
Higher Results Are Better
"Linux 5.10.130",47900.088864,47442.626486,47685.846156
"Linux 5.15.83",45975.321592,45865.73616,45924.857437
"Linux 6.1",45095.455417,45343.343409,45231.426093
"PostgreSQL 15 - Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency",
Lower Results Are Better
"Linux 5.10.130",5.219,5.27,5.243
"Linux 5.15.83",5.438,5.451,5.444
"Linux 6.1",5.544,5.513,5.527
"Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 192000 - Buffer Size: 1024",
Higher Results Are Better
"Linux 5.10.130",1.905919,1.856565,1.905319
"Linux 5.15.83",2.008501,1.990578,1.969962
"Linux 6.1",1.95311,1.924158,1.909174
"JPEG XL libjxl 0.7 - Input: PNG - Quality: 90",
Higher Results Are Better
"Linux 5.10.130",7.6,7.57,7.56
"Linux 5.15.83",7.56,7.56,7.51
"Linux 6.1",7.21,7.22,7.16
"Facebook RocksDB 7.5.3 - Test: Update Random",
Higher Results Are Better
"Linux 5.10.130",632821,623599,620664
"Linux 5.15.83",618684,616105,615089
"Linux 6.1",598528,592581,592347
"JPEG XL libjxl 0.7 - Input: JPEG - Quality: 80",
Higher Results Are Better
"Linux 5.10.130",7.46,7.44,7.44
"Linux 5.15.83",7.4,7.39,7.4
"Linux 6.1",7.07,7.06,7.1
"JPEG XL libjxl 0.7 - Input: JPEG - Quality: 90",
Higher Results Are Better
"Linux 5.10.130",7.31,7.31,7.29
"Linux 5.15.83",7.26,7.24,7.25
"Linux 6.1",6.95,6.93,6.94
"AOM AV1 3.5 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K",
Higher Results Are Better
"Linux 5.10.130",48.41,48.15,48.47
"Linux 5.15.83",47.93,48.56,48.49
"Linux 6.1",45.71,45.99,46.21
"Facebook RocksDB 7.5.3 - Test: Random Fill",
Higher Results Are Better
"Linux 5.10.130",999460,962372,987766
"Linux 5.15.83",1006632,970769,971142
"Linux 6.1",937344,938313,930199
"C-Blosc 2.3 - Test: blosclz shuffle",
Higher Results Are Better
"Linux 5.10.130",15113.9,15317.2,15283.2
"Linux 5.15.83",16094.5,15984.4,15916.8
"Linux 6.1",15288.9,15200.9,15278.4
"JPEG XL Decoding libjxl 0.7 - CPU Threads: 1",
Higher Results Are Better
"Linux 5.10.130",38.08,38.14,38.29
"Linux 5.15.83",37.84,37.98,37.89
"Linux 6.1",36.38,36.39,36.33
"AOM AV1 3.5 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K",
Higher Results Are Better
"Linux 5.10.130",37.77,37.84,38.03
"Linux 5.15.83",37.64,38.25,37.7
"Linux 6.1",35.99,36.07,36.25
"PostgreSQL 15 - Scaling Factor: 100 - Clients: 100 - Mode: Read Write",
Higher Results Are Better
"Linux 5.10.130",53579.084946,53450.210882,53939.819345
"Linux 5.15.83",56472.635216,56054.990691,56162.448303
"Linux 6.1",54545.690891,54259.682213,54290.815073
"PostgreSQL 15 - Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency",
Lower Results Are Better
"Linux 5.10.130",1.866,1.871,1.854
"Linux 5.15.83",1.771,1.784,1.781
"Linux 6.1",1.833,1.843,1.842
"JPEG XL libjxl 0.7 - Input: PNG - Quality: 80",
Higher Results Are Better
"Linux 5.10.130",7.69,7.69,7.71
"Linux 5.15.83",7.7,7.7,7.72
"Linux 6.1",7.37,7.36,7.34
"spaCy 3.4.1 - Model: en_core_web_trf",
Higher Results Are Better
"Linux 5.10.130",2464,2444,2430
"Linux 5.15.83",2410,2410,2429
"Linux 6.1",2340,2354,2328
"libavif avifenc 0.11 - Encoder Speed: 10, Lossless",
Lower Results Are Better
"Linux 5.10.130",6.596,6.651,6.664
"Linux 5.15.83",6.699,6.656,6.644
"Linux 6.1",6.858,6.912,6.958
"Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 44100 - Buffer Size: 512",
Higher Results Are Better
"Linux 5.10.130",3.965075,3.892858,3.870722
"Linux 5.15.83",4.002257,3.975407,3.940108
"Linux 6.1",3.694403,3.851981,3.90542
"GraphicsMagick 1.3.38 - Operation: Noise-Gaussian",
Higher Results Are Better
"Linux 5.10.130",
"Linux 5.15.83",334,332,328
"Linux 6.1",
"ClickHouse 22.5.4.19 - 100M Rows Web Analytics Dataset, Second Run",
Higher Results Are Better
"Linux 5.10.130",212.99643114228,215.81266523971,207.09381779842,217.05801311883,215.01388565764,215.07509870782,208.74515705337,207.36889551188,217.47988507196,213.28061076563,211.92655003182,212.48242931538,212.67808502229,208.11193916817,213.86958362109
"Linux 5.15.83",211.24746556546,213.29382506042,206.14328837335,203.75770539286,210.95938375186,205.40293798406,204.23706213864,200.0778863162,212.67831332413,215.11630775693,213.94517249908,211.29984561636,212.50757045293,213.47987117858
"Linux 6.1",196.02649548063,207.18809050215,210.0731393417
"NCNN 20220729 - Target: CPU - Model: blazeface",
Lower Results Are Better
"Linux 5.10.130",2.37,2.38,2.39
"Linux 5.15.83",2.29,2.29,2.3,2.29,2.29,2.29
"Linux 6.1",2.37,2.37,2.35
"C-Blosc 2.3 - Test: blosclz bitshuffle",
Higher Results Are Better
"Linux 5.10.130",10119.4,10170.5,10186.8
"Linux 5.15.83",10557,10534,10576.2
"Linux 6.1",10147.5,10126.2,10210.1
"Facebook RocksDB 7.5.3 - Test: Read While Writing",
Higher Results Are Better
"Linux 5.10.130",3069643,3198450,3034605
"Linux 5.15.83",3028931,3100851,3000054
"Linux 6.1",3002833,2957201,2996142
"ClickHouse 22.5.4.19 - 100M Rows Web Analytics Dataset, First Run / Cold Cache",
Higher Results Are Better
"Linux 5.10.130",192.70985970926,204.90542452147,208.51824321736,200.34656175681,211.21131415484,210.5937335057,204.21509274424,197.07959857269,213.51625973716,208.6535569069,201.7347368992,211.55083089148,211.92381209242,203.23171231262,206.18193340692
"Linux 5.15.83",190.27679069474,200.42449253481,211.09981320241,207.17210270479,206.91888218308,212.27080218942,202.55365795047,202.23995919378,205.71128213908,194.92923079329,207.29372024841,205.83969778174,207.00910567106,205.9477002028
"Linux 6.1",199.88231693799,196.88209755488,198.77175223494
"Timed Linux Kernel Compilation 6.1 - Build: defconfig",
Lower Results Are Better
"Linux 5.10.130",70.662,69.884,69.962
"Linux 5.15.83",70.961,70.251,70.251
"Linux 6.1",73.114,72.28,72.28
"Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream",
Lower Results Are Better
"Linux 5.10.130",25.814,26.0357,26.1535
"Linux 5.15.83",26.976,26.4803,25.976
"Linux 6.1",26.777,26.5261,27.2938
"Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream",
Higher Results Are Better
"Linux 5.10.130",38.7214,38.3905,38.2196
"Linux 5.15.83",37.0543,37.747,38.4794
"Linux 6.1",37.3299,37.6809,36.6236
"Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 96000 - Buffer Size: 512",
Higher Results Are Better
"Linux 5.10.130",2.606489,2.517401,2.489782
"Linux 5.15.83",2.598716,2.554254,2.584166
"Linux 6.1",2.443008,2.494802,2.553682
"Stress-NG 0.14.06 - Test: Semaphores",
Higher Results Are Better
"Linux 5.10.130",3215279.75,3214727.06,3214977.67
"Linux 5.15.83",3311372.46,3314208.33,3317803.36
"Linux 6.1",3319094.83,3314917.27,3312970.55
"Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 192000 - Buffer Size: 512",
Higher Results Are Better
"Linux 5.10.130",1.552673,1.527663,1.528428
"Linux 5.15.83",1.597827,1.537295,1.566024
"Linux 6.1",1.507721,1.527368,1.525031
"Mobile Neural Network 2.1 - Model: resnet-v2-50",
Lower Results Are Better
"Linux 5.10.130",10.312,9.97,10.163
"Linux 5.15.83",9.802,9.863,9.885
"Linux 6.1",10.172,9.967,9.868,9.99,9.862,9.837,9.897,9.98,9.817
"Timed Linux Kernel Compilation 6.1 - Build: allmodconfig",
Lower Results Are Better
"Linux 5.10.130",907.827,907.823,907.593
"Linux 5.15.83",913.176,910.485,909.587
"Linux 6.1",932.703,935.054,935.037
"Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 44100 - Buffer Size: 1024",
Higher Results Are Better
"Linux 5.10.130",4.381944,4.386018,4.389718
"Linux 5.15.83",4.446114,4.43852,4.408659
"Linux 6.1",4.406505,4.261752,4.265889
"NCNN 20220729 - Target: CPU - Model: resnet50",
Lower Results Are Better
"Linux 5.10.130",14.15,14.14,14.3
"Linux 5.15.83",15.82,14.21,14.07,13.59,13.98,13.6
"Linux 6.1",14.09,13.68,13.71
"Mobile Neural Network 2.1 - Model: MobileNetV2_224",
Lower Results Are Better
"Linux 5.10.130",3.847,3.85,3.869
"Linux 5.15.83",3.734,3.73,3.792
"Linux 6.1",3.909,3.778,3.807,3.896,3.901,3.771,3.795,3.771,3.855
"Mobile Neural Network 2.1 - Model: squeezenetv1.1",
Lower Results Are Better
"Linux 5.10.130",2.627,2.592,2.556
"Linux 5.15.83",2.52,2.525,2.567
"Linux 6.1",2.656,2.596,2.591,2.657,2.634,2.583,2.602,2.56,2.574
"Numenta Anomaly Benchmark 1.1 - Detector: KNN CAD",
Lower Results Are Better
"Linux 5.10.130",185.402,183.849,186.739
"Linux 5.15.83",181.474,183.143,183.355
"Linux 6.1",180.749,179.665,181.142
"GraphicsMagick 1.3.38 - Operation: Resizing",
Higher Results Are Better
"Linux 5.10.130",1348,1324,1328
"Linux 5.15.83",1326,1317,1319
"Linux 6.1",1304,1300,1294
"Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream",
Higher Results Are Better
"Linux 5.10.130",72.5405,74.7926,73.4787
"Linux 5.15.83",71.4009,72.2793,72.4853
"Linux 6.1",70.8658,72.3222,72.4676
"Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream",
Lower Results Are Better
"Linux 5.10.130",13.774,13.3587,13.5986
"Linux 5.15.83",13.9948,13.8245,13.7843
"Linux 6.1",14.1002,13.8156,13.7881
"Timed Erlang/OTP Compilation 25.0 - Time To Compile",
Lower Results Are Better
"Linux 5.10.130",91.712,91.482,91.486
"Linux 5.15.83",91.991,91.424,91.848
"Linux 6.1",93.79,93.581,93.845
"oneDNN 2.7 - Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",0.86144,0.853539,0.839385
"Linux 5.15.83",0.860926,0.851646,0.827057
"Linux 6.1",0.837747,0.824575,0.833275
"Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream",
Lower Results Are Better
"Linux 5.10.130",144.3488,144.2595,143.4104
"Linux 5.15.83",146.0337,148.4149,146.4028
"Linux 6.1",147.0712,148.2349,146.835
"Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream",
Higher Results Are Better
"Linux 5.10.130",55.411,55.4454,55.7735
"Linux 5.15.83",54.7723,53.8935,54.6339
"Linux 6.1",54.3857,53.9588,54.4733
"OSPRay Studio 0.11 - Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",77984,77867,78198
"Linux 5.15.83",77885,78141,77966
"Linux 6.1",78201,82606,77976,82977,77879,79184
"NCNN 20220729 - Target: CPU - Model: yolov4-tiny",
Lower Results Are Better
"Linux 5.10.130",23.65,23.46,23.68
"Linux 5.15.83",23.94,25.73,23.41,23.13,23.83,23.32
"Linux 6.1",23.41,23.18,23.47
"GraphicsMagick 1.3.38 - Operation: Swirl",
Higher Results Are Better
"Linux 5.10.130",507,501,499
"Linux 5.15.83",502,498,497
"Linux 6.1",494,490,489
"Timed Godot Game Engine Compilation 3.2.3 - Time To Compile",
Lower Results Are Better
"Linux 5.10.130",96.938,97.164,97.635
"Linux 5.15.83",96.871,97.857,97.977
"Linux 6.1",99.124,99.702,99.433
"NCNN 20220729 - Target: CPU - Model: squeezenet_ssd",
Lower Results Are Better
"Linux 5.10.130",17.12,16.92,17.34
"Linux 5.15.83",17.27,17.12,16.78,16.55,16.79,16.6
"Linux 6.1",17.02,16.57,16.68
"srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM",
Higher Results Are Better
"Linux 5.10.130",306.4,300.2,303.7
"Linux 5.15.83",310.2,310.3,309.6
"Linux 6.1",308,307.4,306.8
"SVT-AV1 1.4 - Encoder Mode: Preset 12 - Input: Bosphorus 1080p",
Higher Results Are Better
"Linux 5.10.130",416.239,413.397,415.773
"Linux 5.15.83",419.623,416.728,417.716
"Linux 6.1",412.509,410.91,403.963
"Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 96000 - Buffer Size: 1024",
Higher Results Are Better
"Linux 5.10.130",3.026819,3.002831,2.969183
"Linux 5.15.83",3.066739,3.054336,3.069458
"Linux 6.1",2.970111,3.026239,3.041405
"Neural Magic DeepSparse 1.1 - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream",
Lower Results Are Better
"Linux 5.10.130",23.1142,22.6763,22.7283
"Linux 5.15.83",23.3503,24.7712,22.9831,23.2288,22.6988,22.7182,23.447
"Linux 6.1",22.9425,23.2949,22.9779
"Neural Magic DeepSparse 1.1 - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream",
Higher Results Are Better
"Linux 5.10.130",43.2387,44.0733,43.9716
"Linux 5.15.83",42.8013,40.3476,43.4853,43.0245,44.0305,43.9935,42.6262
"Linux 6.1",43.5615,42.9042,43.4948
"OpenVINO 2022.2.dev - Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU",
Lower Results Are Better
"Linux 5.10.130",0.5,0.51,0.5
"Linux 5.15.83",0.5,0.5,0.5
"Linux 6.1",0.51,0.51,0.51
"OpenVINO 2022.2.dev - Model: Vehicle Detection FP16 - Device: CPU",
Lower Results Are Better
"Linux 5.10.130",29.14,29.52,29.44
"Linux 5.15.83",29.31,29.28,29.29
"Linux 6.1",29.68,30.13,29.77
"OpenVINO 2022.2.dev - Model: Vehicle Detection FP16 - Device: CPU",
Higher Results Are Better
"Linux 5.10.130",274.22,270.66,271.4
"Linux 5.15.83",272.69,272.9,272.82
"Linux 6.1",269.21,265.26,268.39
"JPEG XL libjxl 0.7 - Input: JPEG - Quality: 100",
Higher Results Are Better
"Linux 5.10.130",0.53,0.53,0.53
"Linux 5.15.83",0.53,0.52,0.53
"Linux 6.1",0.52,0.52,0.52
"Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 480000 - Buffer Size: 512",
Higher Results Are Better
"Linux 5.10.130",3.725241,3.694782,3.760776
"Linux 5.15.83",3.686114,3.82997,3.854878
"Linux 6.1",3.795382,3.719776,3.641279
"JPEG XL libjxl 0.7 - Input: PNG - Quality: 100",
Higher Results Are Better
"Linux 5.10.130",0.54,0.54,0.54
"Linux 5.15.83",0.54,0.54,0.54
"Linux 6.1",0.53,0.53,0.53
"Numenta Anomaly Benchmark 1.1 - Detector: Relative Entropy",
Lower Results Are Better
"Linux 5.10.130",15.627,16.331,15.45
"Linux 5.15.83",15.669,15.803,15.968
"Linux 6.1",15.907,15.27,15.399
"SVT-AV1 1.4 - Encoder Mode: Preset 13 - Input: Bosphorus 4K",
Higher Results Are Better
"Linux 5.10.130",120.943,121.903,119.537
"Linux 5.15.83",123.606,122.724,122.605
"Linux 6.1",121.307,122.79,120.692
"NCNN 20220729 - Target: CPU - Model: mobilenet",
Lower Results Are Better
"Linux 5.10.130",14.51,14.51,14.59
"Linux 5.15.83",14.72,15.52,14.4,14.38,14.8,14.41
"Linux 6.1",14.47,14.43,14.46
"libavif avifenc 0.11 - Encoder Speed: 6, Lossless",
Lower Results Are Better
"Linux 5.10.130",11.3,11.378,11.45
"Linux 5.15.83",11.414,11.426,11.435
"Linux 6.1",11.543,11.624,11.572
"OpenVINO 2022.2.dev - Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU",
Higher Results Are Better
"Linux 5.10.130",31223.04,30999.89,31280.51
"Linux 5.15.83",31083.92,30981,30957.21
"Linux 6.1",30644.85,30600.27,30652.25
"Stress-NG 0.14.06 - Test: Memory Copying",
Higher Results Are Better
"Linux 5.10.130",4260.22,4189.3,4153.53
"Linux 5.15.83",4210.87,4109.26,4067.88
"Linux 6.1",4229.08,4189.36,4126.97
"Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 480000 - Buffer Size: 1024",
Higher Results Are Better
"Linux 5.10.130",4.143189,4.246619,4.208897
"Linux 5.15.83",4.292034,4.240901,4.279757
"Linux 6.1",4.211411,4.238488,4.176742
"Timed CPython Compilation 3.10.6 - Build Configuration: Default",
Lower Results Are Better
"Linux 5.10.130",
"Linux 5.15.83",
"Linux 6.1",
"libavif avifenc 0.11 - Encoder Speed: 6",
Lower Results Are Better
"Linux 5.10.130",6.659,6.606,6.802
"Linux 5.15.83",6.745,6.844,6.657
"Linux 6.1",6.82,6.847,6.728
"Mobile Neural Network 2.1 - Model: nasnet",
Lower Results Are Better
"Linux 5.10.130",15.148,14.835,14.748
"Linux 5.15.83",14.776,15.084,14.779
"Linux 6.1",16.074,14.885,14.844,15.706,14.821,14.886,14.938,14.98,14.966
"7-Zip Compression 22.01 - Test: Compression Rating",
Higher Results Are Better
"Linux 5.10.130",106527,106196,106349
"Linux 5.15.83",108785,107640,107750
"Linux 6.1",107885,106061,106958
"NCNN 20220729 - Target: CPU - Model: FastestDet",
Lower Results Are Better
"Linux 5.10.130",7.06,6.96,7.04
"Linux 5.15.83",6.88,6.92,6.89,6.88,7,6.86
"Linux 6.1",6.94,6.94,7
"Mobile Neural Network 2.1 - Model: SqueezeNetV1.0",
Lower Results Are Better
"Linux 5.10.130",4.978,4.852,4.847
"Linux 5.15.83",4.891,4.915,4.886
"Linux 6.1",5.055,5.029,4.917,5.041,4.939,4.924,4.944,4.929,4.939
"srsRAN 22.04.1 - Test: OFDM_Test",
Higher Results Are Better
"Linux 5.10.130",121700000,121800000,122500000
"Linux 5.15.83",122100000,123300000,122500000
"Linux 6.1",119900000,121200000,121100000
"Mobile Neural Network 2.1 - Model: inception-v3",
Lower Results Are Better
"Linux 5.10.130",23.426,22.244,22.528
"Linux 5.15.83",21.797,23.111,22.406
"Linux 6.1",23.812,24.602,22.189,23.571,22.453,21.818,22.402,22.413,21.844
"OSPRay Studio 0.11 - Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",124322,124406,124557
"Linux 5.15.83",124503,124407,124757
"Linux 6.1",124343,130094,124587
"TensorFlow 2.10 - Device: CPU - Batch Size: 16 - Model: GoogLeNet",
Higher Results Are Better
"Linux 5.10.130",114.57,114.17,114.5
"Linux 5.15.83",115.35,115.1,115.01
"Linux 6.1",115.83,116.31,116.34
"OSPRay Studio 0.11 - Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",66804,66891,66774
"Linux 5.15.83",66795,66752,66903
"Linux 6.1",69091,73550,66744,66802,66881,66839,67964,66884,66786,66944,66795,66735,66917,70784
"Neural Magic DeepSparse 1.1 - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream",
Higher Results Are Better
"Linux 5.10.130",10.5786,10.4378,10.6046
"Linux 5.15.83",10.4596,10.3509,10.4912
"Linux 6.1",10.4359,10.4034,10.3104
"Mobile Neural Network 2.1 - Model: mobilenet-v1-1.0",
Lower Results Are Better
"Linux 5.10.130",2.718,2.59,2.727
"Linux 5.15.83",2.57,2.62,2.728
"Linux 6.1",2.801,2.587,2.579,2.699,2.649,2.576,2.573,2.722,2.573
"Cpuminer-Opt 3.20.3 - Algorithm: Myriad-Groestl",
Higher Results Are Better
"Linux 5.10.130",17640,17660,16790
"Linux 5.15.83",17980,17420,17430
"Linux 6.1",17650,17570,17210
"Timed Node.js Compilation 18.8 - Time To Compile",
Lower Results Are Better
"Linux 5.10.130",453.164,453.767,453.907
"Linux 5.15.83",452.881,453.242,453.798
"Linux 6.1",459.471,459.547,460.241
"Neural Magic DeepSparse 1.1 - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream",
Lower Results Are Better
"Linux 5.10.130",751.348,757.2528,749.8949
"Linux 5.15.83",763.1524,762.2983,757.0614
"Linux 6.1",758.1805,764.1907,767.5479
"OpenVINO 2022.2.dev - Model: Machine Translation EN To DE FP16 - Device: CPU",
Higher Results Are Better
"Linux 5.10.130",65.35,65.67,63.43
"Linux 5.15.83",64.23,64.73,63.89
"Linux 6.1",64.41,64.32,63.16
"OpenVINO 2022.2.dev - Model: Machine Translation EN To DE FP16 - Device: CPU",
Lower Results Are Better
"Linux 5.10.130",122.36,121.68,125.99
"Linux 5.15.83",124.44,123.49,125.09
"Linux 6.1",124.08,124.3,126.52
"FLAC Audio Encoding 1.4 - WAV To FLAC",
Lower Results Are Better
"Linux 5.10.130",21.204,21.063,21.104,21.108,21.07
"Linux 5.15.83",21.104,21.013,21.166,21.099,21.11
"Linux 6.1",21.23,21.386,21.401,21.434,21.429
"Numenta Anomaly Benchmark 1.1 - Detector: Bayesian Changepoint",
Lower Results Are Better
"Linux 5.10.130",41.036,41.59,41.551
"Linux 5.15.83",41.691,41.596,41.012
"Linux 6.1",41.592,41.946,42.271
"SVT-AV1 1.4 - Encoder Mode: Preset 13 - Input: Bosphorus 1080p",
Higher Results Are Better
"Linux 5.10.130",424.068,422.071,424.807
"Linux 5.15.83",425.252,423.031,427.505
"Linux 6.1",420.405,422.213,416.633
"GraphicsMagick 1.3.38 - Operation: Enhanced",
Higher Results Are Better
"Linux 5.10.130",316,314,314
"Linux 5.15.83",315,313,313
"Linux 6.1",312,310,310
"OpenVINO 2022.2.dev - Model: Vehicle Detection FP16-INT8 - Device: CPU",
Higher Results Are Better
"Linux 5.10.130",980.74,964.08,963.18
"Linux 5.15.83",960.44,954.59,956.21
"Linux 6.1",958.75,956.43,957.04
"Neural Magic DeepSparse 1.1 - Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream",
Lower Results Are Better
"Linux 5.10.130",7.3624,7.5257,7.6913
"Linux 5.15.83",7.3893,7.4945,7.4387
"Linux 6.1",7.2936,7.6628,7.6513
"OSPRay Studio 0.11 - Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",121519,121447,121434
"Linux 5.15.83",121706,121239,121514
"Linux 6.1",129119,121480,121611,121363,121429
"Timed PHP Compilation 8.1.9 - Time To Compile",
Lower Results Are Better
"Linux 5.10.130",65.967,64.957,65.051
"Linux 5.15.83",65.612,65.019,64.798
"Linux 6.1",66.719,65.751,65.422
"NCNN 20220729 - Target: CPU - Model: shufflenet-v2",
Lower Results Are Better
"Linux 5.10.130",5.68,5.67,5.63
"Linux 5.15.83",5.6,5.6,5.59,5.55,5.59,5.59
"Linux 6.1",5.64,5.64,5.61
"OpenVINO 2022.2.dev - Model: Person Vehicle Bike Detection FP16 - Device: CPU",
Higher Results Are Better
"Linux 5.10.130",502.97,471.62,503.34,472.98,491.54,456.91,472.5,491.32,497.47,499.98,477.81,490.63,480.57
"Linux 5.15.83",488.29,491.18,476.11
"Linux 6.1",506.22,487.88,460.6,479.18,478.53,492.72,504.73,508.95,494.48,496.37,494.03
"NCNN 20220729 - Target: CPU - Model: mnasnet",
Lower Results Are Better
"Linux 5.10.130",4.91,4.86,4.95
"Linux 5.15.83",4.86,4.86,4.85,4.84,4.85,4.85
"Linux 6.1",4.9,4.9,4.88
"OpenVINO 2022.2.dev - Model: Person Vehicle Bike Detection FP16 - Device: CPU",
Lower Results Are Better
"Linux 5.10.130",15.87,16.93,15.86,16.89,16.25,17.48,16.9,16.25,16.05,15.97,16.71,16.27,16.62
"Linux 5.15.83",16.36,16.26,16.77
"Linux 6.1",15.77,16.37,17.34,16.66,16.69,16.21,15.82,15.69,16.15,16.09,16.16
"Neural Magic DeepSparse 1.1 - Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream",
Higher Results Are Better
"Linux 5.10.130",135.5523,132.6244,129.7688
"Linux 5.15.83",135.054,133.1781,134.1656
"Linux 6.1",136.8271,130.2487,130.4473
"ClickHouse 22.5.4.19 - 100M Rows Web Analytics Dataset, Third Run",
Higher Results Are Better
"Linux 5.10.130",216.04287025399,215.08902147405,206.72969760876,214.46907264144,207.36295920328,215.76424313276,206.34430500754,216.51467243017,215.1675100625,211.97356738131,210.03537489183,213.00380465187,217.01400282493,213.86980886194,206.9162887227
"Linux 5.15.83",217.47616885319,216.80429687961,216.6091180434,217.04295888311,215.22626436384,212.66422175241,216.63725325705,214.00757673572,213.37220565973,216.93841157446,217.95444781288,207.03377206391,215.88612463629,212.5638745747
"Linux 6.1",214.338796165,213.62145216375,210.78521094846
"OpenVINO 2022.2.dev - Model: Vehicle Detection FP16-INT8 - Device: CPU",
Lower Results Are Better
"Linux 5.10.130",8.14,8.28,8.29
"Linux 5.15.83",8.31,8.36,8.34
"Linux 6.1",8.32,8.34,8.34
"TensorFlow 2.10 - Device: CPU - Batch Size: 32 - Model: GoogLeNet",
Higher Results Are Better
"Linux 5.10.130",121.66,121.98,121.51
"Linux 5.15.83",122.31,121.94,122.28
"Linux 6.1",123.08,123.42,123.06
"miniBUDE 20210901 - Implementation: OpenMP - Input Deck: BM1",
Higher Results Are Better
"Linux 5.10.130",530.16,530.117,530.522
"Linux 5.15.83",528.884,528.816,530.02
"Linux 6.1",534.956,535.856,535.883
"miniBUDE 20210901 - Implementation: OpenMP - Input Deck: BM1",
Higher Results Are Better
"Linux 5.10.130",21.206,21.205,21.221
"Linux 5.15.83",21.155,21.153,21.201
"Linux 6.1",21.398,21.434,21.435
"Cpuminer-Opt 3.20.3 - Algorithm: Ringcoin",
Higher Results Are Better
"Linux 5.10.130",2808.28,2888.79,2802.19
"Linux 5.15.83",2813.19,2813.09,2810.73
"Linux 6.1",2797.4,2802.43,2802.04
"Cpuminer-Opt 3.20.3 - Algorithm: Blake-2 S",
Higher Results Are Better
"Linux 5.10.130",1160040,1150850,1136420
"Linux 5.15.83",1145080,1171220,1135450
"Linux 6.1",1142270,1139160,1131220
"miniBUDE 20210901 - Implementation: OpenMP - Input Deck: BM2",
Higher Results Are Better
"Linux 5.10.130",21.401,21.391,21.376
"Linux 5.15.83",21.318,21.315,21.318
"Linux 6.1",21.538,21.562,21.555
"miniBUDE 20210901 - Implementation: OpenMP - Input Deck: BM2",
Higher Results Are Better
"Linux 5.10.130",535.023,534.786,534.406
"Linux 5.15.83",532.947,532.884,532.942
"Linux 6.1",538.449,539.044,538.878
"TensorFlow 2.10 - Device: CPU - Batch Size: 16 - Model: ResNet-50",
Higher Results Are Better
"Linux 5.10.130",37.63,37.66,37.74
"Linux 5.15.83",37.99,38.05,38.22
"Linux 6.1",38.03,37.96,38.03
"oneDNN 2.7 - Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",4.14437,4.14797,4.18374
"Linux 5.15.83",4.18532,4.21608,4.2089
"Linux 6.1",4.16835,4.19154,4.18299
"Neural Magic DeepSparse 1.1 - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream",
Higher Results Are Better
"Linux 5.10.130",10.4897,10.5226,10.5508
"Linux 5.15.83",10.3852,10.4107,10.5659
"Linux 6.1",10.2942,10.4023,10.5325
"srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM",
Higher Results Are Better
"Linux 5.10.130",279.8,279.5,280
"Linux 5.15.83",282.4,282.7,283
"Linux 6.1",279.7,280.4,280.6
"AOM AV1 3.5 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K",
Higher Results Are Better
"Linux 5.10.130",11.73,11.69,11.67
"Linux 5.15.83",11.74,11.81,11.75
"Linux 6.1",11.61,11.64,11.71
"srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM",
Higher Results Are Better
"Linux 5.10.130",117.8,117.1,116.9
"Linux 5.15.83",118.2,118.2,118.4
"Linux 6.1",117.1,117.1,117
"GraphicsMagick 1.3.38 - Operation: Sharpen",
Higher Results Are Better
"Linux 5.10.130",202,198,198
"Linux 5.15.83",201,197,198
"Linux 6.1",200,196,196
"OpenFOAM 10 - Input: drivaerFastback, Small Mesh Size - Execution Time",
Lower Results Are Better
"Linux 5.10.130",
"Linux 5.15.83",
"Linux 6.1",
"NCNN 20220729 - Target: CPU - Model: efficientnet-b0",
Lower Results Are Better
"Linux 5.10.130",7.08,7.03,7.07
"Linux 5.15.83",7.02,7,6.97,6.98,6.99,6.97
"Linux 6.1",7.05,7.04,7.03
"OSPRay Studio 0.11 - Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",65334,65274,65205
"Linux 5.15.83",65279,65240,65207
"Linux 6.1",66949,65339,65394
"srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM",
Higher Results Are Better
"Linux 5.10.130",131.1,131,130.8
"Linux 5.15.83",131.6,131.5,131.7
"Linux 6.1",130.6,130.1,130.3
"OpenVINO 2022.2.dev - Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU",
Lower Results Are Better
"Linux 5.10.130",1.02,1.04,1.05
"Linux 5.15.83",1.02,1.04,1.04
"Linux 6.1",1.03,1.04,1.05
"libavif avifenc 0.11 - Encoder Speed: 2",
Lower Results Are Better
"Linux 5.10.130",70.593,70.479,70.479
"Linux 5.15.83",71.233,71.684,70.278
"Linux 6.1",70.702,71.475,71.427
"Mobile Neural Network 2.1 - Model: mobilenetV3",
Lower Results Are Better
"Linux 5.10.130",2.105,2.071,2.096
"Linux 5.15.83",2.079,2.08,2.054
"Linux 6.1",2.135,2.081,2.074,2.123,2.083,2.055,2.067,2.075,2.058
"NCNN 20220729 - Target: CPU - Model: googlenet",
Lower Results Are Better
"Linux 5.10.130",11.51,11.53,11.68
"Linux 5.15.83",11.51,11.47,11.49,11.4,11.45,11.42
"Linux 6.1",11.51,11.46,11.46
"SVT-AV1 1.4 - Encoder Mode: Preset 4 - Input: Bosphorus 4K",
Higher Results Are Better
"Linux 5.10.130",2.478,2.477,2.469
"Linux 5.15.83",2.473,2.485,2.49
"Linux 6.1",2.468,2.451,2.46
"OpenRadioss 2022.10.13 - Model: Bumper Beam",
Lower Results Are Better
"Linux 5.10.130",152.18,152.29,152.77
"Linux 5.15.83",151.93,151.53,151.99
"Linux 6.1",153.57,153,153.11
"Xmrig 6.18.1 - Variant: Monero - Hash Count: 1M",
Higher Results Are Better
"Linux 5.10.130",6792.9,6800.6,6790.1
"Linux 5.15.83",6870.2,6831.3,6788
"Linux 6.1",6827.2,6659.1,6815.5
"OpenVINO 2022.2.dev - Model: Person Detection FP16 - Device: CPU",
Higher Results Are Better
"Linux 5.10.130",3.34,3.29,3.31
"Linux 5.15.83",3.33,3.29,3.28
"Linux 6.1",3.29,3.27,3.28
"BRL-CAD 7.32.6 - VGR Performance Metric",
Higher Results Are Better
"Linux 5.10.130",
"Linux 5.15.83",
"Linux 6.1",
"Numenta Anomaly Benchmark 1.1 - Detector: Earthgecko Skyline",
Lower Results Are Better
"Linux 5.10.130",114.002,114.84,115.597
"Linux 5.15.83",114.952,115.46,116.175
"Linux 6.1",116.93,115.936,114.628
"Neural Magic DeepSparse 1.1 - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream",
Lower Results Are Better
"Linux 5.10.130",759.0054,759.1127,755.965
"Linux 5.15.83",763.463,758.6689,755.9257
"Linux 6.1",773.0267,763.4088,757.7921
"oneDNN 2.7 - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",0.313154,0.312079,0.31448
"Linux 5.15.83",0.313263,0.319484,0.315268
"Linux 6.1",0.314094,0.314012,0.313818
"SVT-AV1 1.4 - Encoder Mode: Preset 4 - Input: Bosphorus 1080p",
Higher Results Are Better
"Linux 5.10.130",6.958,7.152,7.028
"Linux 5.15.83",6.967,6.971,7.017
"Linux 6.1",6.96,7.003,7.109
"srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM",
Higher Results Are Better
"Linux 5.10.130",126.6,127,127
"Linux 5.15.83",128.3,128.1,127.7
"Linux 6.1",127.3,126.9,127.4
"SVT-AV1 1.4 - Encoder Mode: Preset 8 - Input: Bosphorus 4K",
Higher Results Are Better
"Linux 5.10.130",34.524,34.396,34.636
"Linux 5.15.83",34.533,34.858,35.064
"Linux 6.1",34.69,34.39,35.088
"NCNN 20220729 - Target: CPU - Model: regnety_400m",
Lower Results Are Better
"Linux 5.10.130",18.68,18.67,19.13
"Linux 5.15.83",18.74,18.7,18.67,18.63,18.67,18.63
"Linux 6.1",18.75,18.71,18.64
"Stress-NG 0.14.06 - Test: Atomic",
Higher Results Are Better
"Linux 5.10.130",221982.34,222608.75,226604.01
"Linux 5.15.83",222524.49,224801.41,228107.08
"Linux 6.1",232158.98,225201.94,219557.03
"Cpuminer-Opt 3.20.3 - Algorithm: LBC, LBRY Credits",
Higher Results Are Better
"Linux 5.10.130",97910,96910,95640
"Linux 5.15.83",96950,96370,96670
"Linux 6.1",97100,95960,94970
"SVT-AV1 1.4 - Encoder Mode: Preset 12 - Input: Bosphorus 4K",
Higher Results Are Better
"Linux 5.10.130",127.392,125.842,126.258
"Linux 5.15.83",128.039,126.307,128.255
"Linux 6.1",126.926,127.16,126.202
"OpenFOAM 10 - Input: drivaerFastback, Medium Mesh Size - Execution Time",
Lower Results Are Better
"Linux 5.10.130",
"Linux 5.15.83",
"Linux 6.1",
"Neural Magic DeepSparse 1.1 - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream",
Lower Results Are Better
"Linux 5.10.130",103.5127,104.4547,104.5193
"Linux 5.15.83",104.2557,104.5116,103.2489
"Linux 6.1",103.2779,104.7193,106.5073
"OpenVINO 2022.2.dev - Model: Weld Porosity Detection FP16 - Device: CPU",
Higher Results Are Better
"Linux 5.10.130",626.76,625.3,624.44
"Linux 5.15.83",621.57,624.15,624.36
"Linux 6.1",622.77,620.79,618.26
"WebP Image Encode 1.2.4 - Encode Settings: Quality 100, Lossless",
Higher Results Are Better
"Linux 5.10.130",1.2718600953895,1.2724669953873,1.2734797835084
"Linux 5.15.83",1.281366791244,1.2814352074323,1.2830793905373
"Linux 6.1",1.2671594508976,1.2668250197941,1.2684319010623
"srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM",
Higher Results Are Better
"Linux 5.10.130",279.9,280.2,279.2
"Linux 5.15.83",282,282.2,281.9
"Linux 6.1",280.5,280.4,280
"srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM",
Higher Results Are Better
"Linux 5.10.130",307.5,306.8,306.7
"Linux 5.15.83",308,308.1,307.6
"Linux 6.1",305.6,305.5,305.3
"Neural Magic DeepSparse 1.1 - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream",
Higher Results Are Better
"Linux 5.10.130",9.6596,9.5725,9.5666
"Linux 5.15.83",9.5907,9.5673,9.6843
"Linux 6.1",9.6816,9.5483,9.3881
"OpenVINO 2022.2.dev - Model: Weld Porosity Detection FP16 - Device: CPU",
Lower Results Are Better
"Linux 5.10.130",25.48,25.53,25.57
"Linux 5.15.83",25.7,25.59,25.58
"Linux 6.1",25.64,25.72,25.83
"OpenFOAM 10 - Input: drivaerFastback, Small Mesh Size - Mesh Time",
Lower Results Are Better
"Linux 5.10.130",
"Linux 5.15.83",
"Linux 6.1",
"WebP Image Encode 1.2.4 - Encode Settings: Quality 100",
Higher Results Are Better
"Linux 5.10.130",9.009009009009,8.9955022488756,9.009009009009
"Linux 5.15.83",9.0157776108189,9.0225563909774,9.0157776108189
"Linux 6.1",8.9652596189765,8.9285714285714,8.955223880597
"OpenVINO 2022.2.dev - Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU",
Higher Results Are Better
"Linux 5.10.130",15463.32,15233.11,15083.14
"Linux 5.15.83",15467.98,15103.93,15203.77
"Linux 6.1",15286.36,15186.56,14960.03
"spaCy 3.4.1 - Model: en_core_web_lg",
Higher Results Are Better
"Linux 5.10.130",11344,11292,11305
"Linux 5.15.83",11216,11253,11238
"Linux 6.1",11198,11263,11231
"Cpuminer-Opt 3.20.3 - Algorithm: Quad SHA-256, Pyrite",
Higher Results Are Better
"Linux 5.10.130",218490,220390,217610
"Linux 5.15.83",218500,218500,218480
"Linux 6.1",217580,217400,216730
"oneDNN 2.7 - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",0.955002,0.959431,0.954765
"Linux 5.15.83",0.95941,0.968788,0.956847
"Linux 6.1",0.960425,0.960511,0.969264
"NCNN 20220729 - Target: CPU-v2-v2 - Model: mobilenet-v2",
Lower Results Are Better
"Linux 5.10.130",5.57,5.55,5.57
"Linux 5.15.83",5.55,5.53,5.51,5.52,5.52,5.55
"Linux 6.1",5.58,5.57,5.56
"OpenRadioss 2022.10.13 - Model: Rubber O-Ring Seal Installation",
Lower Results Are Better
"Linux 5.10.130",159.88,159.77,159.59
"Linux 5.15.83",158.73,159.24,159.49
"Linux 6.1",160.84,160.07,159.89
"OpenRadioss 2022.10.13 - Model: INIVOL and Fluid Structure Interaction Drop Container",
Lower Results Are Better
"Linux 5.10.130",444.26,442.96,443.95
"Linux 5.15.83",446.03,444.65,444.82
"Linux 6.1",445.74,447.02,447.22
"WebP Image Encode 1.2.4 - Encode Settings: Quality 100, Highest Compression",
Higher Results Are Better
"Linux 5.10.130",3.0959752321981,3.0737704918033,3.0283911671924
"Linux 5.15.83",3.0975735673722,3.0895983522142,3.0971738288812
"Linux 6.1",3.0745580322829,3.0737704918033,3.0812684555142
"Y-Cruncher 0.7.10.9513 - Pi Digits To Calculate: 500M",
Lower Results Are Better
"Linux 5.10.130",11.329,11.365,11.341
"Linux 5.15.83",11.372,11.373,11.353
"Linux 6.1",11.305,11.3,11.276
"OpenVINO 2022.2.dev - Model: Person Detection FP16 - Device: CPU",
Lower Results Are Better
"Linux 5.10.130",2387.12,2402.79,2410.14
"Linux 5.15.83",2388.48,2408.25,2408.5
"Linux 6.1",2407.89,2423.36,2414.68
"Cpuminer-Opt 3.20.3 - Algorithm: Triple SHA-256, Onecoin",
Higher Results Are Better
"Linux 5.10.130",318660,318450,310630
"Linux 5.15.83",314680,312600,314470
"Linux 6.1",318600,317220,311350
"oneDNN 2.7 - Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",909.854,911.404,914.191
"Linux 5.15.83",909.297,908.459,906.809
"Linux 6.1",908.904,914.933,917.991
"Stress-NG 0.14.06 - Test: CPU Stress",
Higher Results Are Better
"Linux 5.10.130",34186.18,37488.25,34137.86,33974.55,34108.93,34111.61,33934.9,33946.47,33969.08,34039.55,33975.03,34004.73,34025.81,33926.37
"Linux 5.15.83",34233.28,34237.84,34245.2
"Linux 6.1",34113.54,34038.37,34026.37
"nekRS 22.0 - Input: TurboPipe Periodic",
Higher Results Are Better
"Linux 5.10.130",70472800000,70541000000,70935500000
"Linux 5.15.83",70494200000,71217100000,71059600000
"Linux 6.1",70475600000,70400200000,70568700000
"OpenVINO 2022.2.dev - Model: Person Detection FP32 - Device: CPU",
Higher Results Are Better
"Linux 5.10.130",3.28,3.24,3.24
"Linux 5.15.83",3.27,3.24,3.24
"Linux 6.1",3.25,3.22,3.22
"Numenta Anomaly Benchmark 1.1 - Detector: Windowed Gaussian",
Lower Results Are Better
"Linux 5.10.130",9.005,9.135,9.07
"Linux 5.15.83",9.031,9.088,8.935
"Linux 6.1",9.032,9.04,9.146
"OpenVINO 2022.2.dev - Model: Person Detection FP32 - Device: CPU",
Lower Results Are Better
"Linux 5.10.130",2422.47,2442.53,2443.91
"Linux 5.15.83",2423.32,2448.73,2452.96
"Linux 6.1",2439.73,2458.25,2455.31
"NCNN 20220729 - Target: CPU - Model: vision_transformer",
Lower Results Are Better
"Linux 5.10.130",159.68,158.99,162.14
"Linux 5.15.83",162.61,161.93,160.85,160.21,161.64,160.15
"Linux 6.1",160.99,159.16,161.01
"oneDNN 2.7 - Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",4.30962,4.28042,4.28455
"Linux 5.15.83",4.31971,4.2855,4.33013
"Linux 6.1",4.28025,4.29881,4.27948
"OpenFOAM 10 - Input: drivaerFastback, Medium Mesh Size - Mesh Time",
Lower Results Are Better
"Linux 5.10.130",
"Linux 5.15.83",
"Linux 6.1",
"Cpuminer-Opt 3.20.3 - Algorithm: Skeincoin",
Higher Results Are Better
"Linux 5.10.130",134970,134900,135440
"Linux 5.15.83",134830,134830,134840
"Linux 6.1",134880,134120,133960
"TensorFlow 2.10 - Device: CPU - Batch Size: 64 - Model: GoogLeNet",
Higher Results Are Better
"Linux 5.10.130",125.87,125.78,125.71
"Linux 5.15.83",126.08,126.57,126.23
"Linux 6.1",126.14,126.61,126.73
"Cpuminer-Opt 3.20.3 - Algorithm: Deepcoin",
Higher Results Are Better
"Linux 5.10.130",14590,14450,14450
"Linux 5.15.83",14600,14450,14450
"Linux 6.1",
"Stress-NG 0.14.06 - Test: Glibc C String Functions",
Higher Results Are Better
"Linux 5.10.130",924840.97,906808.34,904104.5
"Linux 5.15.83",921548.25,918445.55,909197.6
"Linux 6.1",934012.91,906229.6,910288.06
"Timed CPython Compilation 3.10.6 - Build Configuration: Released Build, PGO + LTO Optimized",
Lower Results Are Better
"Linux 5.10.130",
"Linux 5.15.83",
"Linux 6.1",
"Blender 3.4 - Blend File: Classroom - Compute: CPU-Only",
Lower Results Are Better
"Linux 5.10.130",318.68,317.55,318.62
"Linux 5.15.83",316.66,317.14,317.41
"Linux 6.1",318.07,318.38,319.67
"oneDNN 2.7 - Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",3.09443,3.11062,3.09928
"Linux 5.15.83",3.0816,3.06718,3.10804
"Linux 6.1",3.08884,3.09031,3.10385
"oneDNN 2.7 - Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",3.29778,3.31386,3.30655
"Linux 5.15.83",3.29196,3.30509,3.29194
"Linux 6.1",3.29725,3.32194,3.31814
"srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM",
Higher Results Are Better
"Linux 5.10.130",123.3,123.3,123.2
"Linux 5.15.83",123.8,123.9,124
"Linux 6.1",123.6,123.2,123.1
"LAMMPS Molecular Dynamics Simulator 23Jun2022 - Model: Rhodopsin Protein",
Higher Results Are Better
"Linux 5.10.130",10.622,10.675,10.679
"Linux 5.15.83",10.634,10.658,10.624
"Linux 6.1",10.588,10.628,10.609
"SVT-AV1 1.4 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p",
Higher Results Are Better
"Linux 5.10.130",94.933,96.264,95.283
"Linux 5.15.83",95.616,94.923,94.591
"Linux 6.1",94.443,94.99,96.02
"Cpuminer-Opt 3.20.3 - Algorithm: x25x",
Higher Results Are Better
"Linux 5.10.130",640.16,640.36,639.67
"Linux 5.15.83",640.03,640.18,644.63
"Linux 6.1",638.4,638.21,639.32
"Y-Cruncher 0.7.10.9513 - Pi Digits To Calculate: 1B",
Lower Results Are Better
"Linux 5.10.130",24.481,24.412,24.455
"Linux 5.15.83",24.518,24.543,24.625
"Linux 6.1",24.458,24.415,24.492
"TensorFlow 2.10 - Device: CPU - Batch Size: 32 - Model: ResNet-50",
Higher Results Are Better
"Linux 5.10.130",40.27,40.2,40.23
"Linux 5.15.83",40.33,40.44,40.45
"Linux 6.1",40.29,40.29,40.38
"Neural Magic DeepSparse 1.1 - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream",
Lower Results Are Better
"Linux 5.10.130",102.8147,104.5628,104.6106
"Linux 5.15.83",104.649,103.7462,103.7175
"Linux 6.1",103.2742,103.4545,104.0183
"Neural Magic DeepSparse 1.1 - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream",
Higher Results Are Better
"Linux 5.10.130",9.7251,9.5626,9.5582
"Linux 5.15.83",9.5548,9.6379,9.6406
"Linux 6.1",9.6819,9.6651,9.6126
"oneDNN 2.7 - Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",1620.45,1626.03,1619.03
"Linux 5.15.83",1609.9,1622.49,1612.22
"Linux 6.1",1622.18,1616.59,1617.82
"Cpuminer-Opt 3.20.3 - Algorithm: scrypt",
Higher Results Are Better
"Linux 5.10.130",496.29,495.33,484.07
"Linux 5.15.83",496.76,493.35,479.39
"Linux 6.1",495.15,493.36,487.05
"Xmrig 6.18.1 - Variant: Wownero - Hash Count: 1M",
Higher Results Are Better
"Linux 5.10.130",9587,9362.3,9527.3
"Linux 5.15.83",9596.6,9479.8,9517.6
"Linux 6.1",9620.2,9452.2,9510.7
"Cpuminer-Opt 3.20.3 - Algorithm: Magi",
Higher Results Are Better
"Linux 5.10.130",384.52,370.9,369.39
"Linux 5.15.83",381.77,369.62,369.26
"Linux 6.1",383.07,368.84,368.44
"TensorFlow 2.10 - Device: CPU - Batch Size: 64 - Model: AlexNet",
Higher Results Are Better
"Linux 5.10.130",243.23,243.25,243.43
"Linux 5.15.83",243.48,242.54,242.16
"Linux 6.1",242.66,241.8,242.56
"TensorFlow 2.10 - Device: CPU - Batch Size: 64 - Model: ResNet-50",
Higher Results Are Better
"Linux 5.10.130",41.9,41.86,41.94
"Linux 5.15.83",42.06,42.01,42.08
"Linux 6.1",41.97,42.06,42.14
"Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream",
Higher Results Are Better
"Linux 5.10.130",108.5525,108.4525,108.6374
"Linux 5.15.83",108.064,109.3558,107.5934
"Linux 6.1",109.557,108.7551,107.9208
"Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream",
Lower Results Are Better
"Linux 5.10.130",73.6721,73.7407,73.6148
"Linux 5.15.83",74.0051,73.1303,74.3293
"Linux 6.1",72.9964,73.5359,74.1044
"Facebook RocksDB 7.5.3 - Test: Random Read",
Higher Results Are Better
"Linux 5.10.130",65437208,65823637,64021873
"Linux 5.15.83",65507860,65055565,65137523
"Linux 6.1",65967950,64720246,65323330
"OpenVINO 2022.2.dev - Model: Face Detection FP16-INT8 - Device: CPU",
Lower Results Are Better
"Linux 5.10.130",418.04,417.51,417.58
"Linux 5.15.83",417.25,417.68,415.91
"Linux 6.1",415.28,417.27,415.92
"NCNN 20220729 - Target: CPU - Model: alexnet",
Lower Results Are Better
"Linux 5.10.130",5.44,5.45,5.48
"Linux 5.15.83",5.88,5.43,5.39,5.38,5.39,5.38
"Linux 6.1",5.47,5.43,5.47
"TensorFlow 2.10 - Device: CPU - Batch Size: 16 - Model: AlexNet",
Higher Results Are Better
"Linux 5.10.130",166.05,166.17,167.43
"Linux 5.15.83",167.02,167.04,166.65
"Linux 6.1",165.87,166.5,166.56
"7-Zip Compression 22.01 - Test: Decompression Rating",
Higher Results Are Better
"Linux 5.10.130",85940,86824,86531
"Linux 5.15.83",86656,86523,87027
"Linux 6.1",86479,87205,86356
"Cpuminer-Opt 3.20.3 - Algorithm: Garlicoin",
Higher Results Are Better
"Linux 5.10.130",6570.17,6571.06,6577.21
"Linux 5.15.83",6580.81,6617.42,6584.3
"Linux 6.1",6573.27,6567.38,6574.33
"Neural Magic DeepSparse 1.1 - Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream",
Higher Results Are Better
"Linux 5.10.130",86.4673,86.6242,86.8787
"Linux 5.15.83",87.1002,86.9071,86.8132
"Linux 6.1",86.8167,86.897,86.9358
"oneDNN 2.7 - Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",905.875,913.282,909.739
"Linux 5.15.83",911.267,910.862,914.07
"Linux 6.1",911.458,906.591,909.391
"oneDNN 2.7 - Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",1.25453,1.25596,1.24765
"Linux 5.15.83",1.24927,1.2494,1.25655
"Linux 6.1",1.24454,1.24537,1.25622
"OpenVINO 2022.2.dev - Model: Face Detection FP16-INT8 - Device: CPU",
Higher Results Are Better
"Linux 5.10.130",19.11,19.12,19.11
"Linux 5.15.83",19.13,19.12,19.19
"Linux 6.1",19.22,19.13,19.17
"Blender 3.4 - Blend File: BMW27 - Compute: CPU-Only",
Lower Results Are Better
"Linux 5.10.130",106.07,106.29,106.03
"Linux 5.15.83",106.4,106.26,106.47
"Linux 6.1",106.44,106.43,106.5
"srsRAN 22.04.1 - Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM",
Higher Results Are Better
"Linux 5.10.130",98.2,98.3,99.3
"Linux 5.15.83",98.8,98.5,98.5
"Linux 6.1",98.2,98.6,98.1
"Neural Magic DeepSparse 1.1 - Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream",
Higher Results Are Better
"Linux 5.10.130",219.1979,219.5506,219.3222
"Linux 5.15.83",219.5493,218.1184,219.3587
"Linux 6.1",219.0195,217.8055,219.2559
"Neural Magic DeepSparse 1.1 - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream",
Lower Results Are Better
"Linux 5.10.130",143.3918,144.7442,144.587
"Linux 5.15.83",143.2518,144.333,143.8347
"Linux 6.1",144.6391,144.5482,143.447
"Neural Magic DeepSparse 1.1 - Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream",
Lower Results Are Better
"Linux 5.10.130",13.271,13.2661,13.2695
"Linux 5.15.83",13.3248,13.26,13.342
"Linux 6.1",13.3018,13.2579,13.2476
"TensorFlow 2.10 - Device: CPU - Batch Size: 256 - Model: ResNet-50",
Higher Results Are Better
"Linux 5.10.130",43.47,43.53,43.51
"Linux 5.15.83",43.4,43.37,43.45
"Linux 6.1",43.42,43.32,43.36
"Stress-NG 0.14.06 - Test: Glibc Qsort Data Sorting",
Higher Results Are Better
"Linux 5.10.130",197.5,193,192.57
"Linux 5.15.83",197.23,193.6,193.8
"Linux 6.1",196.77,192.67,193.47
"Neural Magic DeepSparse 1.1 - Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream",
Higher Results Are Better
"Linux 5.10.130",75.2497,75.2765,75.2585
"Linux 5.15.83",74.9517,75.3124,74.8562
"Linux 6.1",75.0768,75.3252,75.3885
"Neural Magic DeepSparse 1.1 - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream",
Higher Results Are Better
"Linux 5.10.130",55.7175,55.257,55.2954
"Linux 5.15.83",55.8203,55.4135,55.5208
"Linux 6.1",55.2907,55.2635,55.7556
"Numenta Anomaly Benchmark 1.1 - Detector: Contextual Anomaly Detector OSE",
Lower Results Are Better
"Linux 5.10.130",56.145,55.174,55.883
"Linux 5.15.83",55.184,55.777,56.017
"Linux 6.1",55.714,55.626,56.105
"Neural Magic DeepSparse 1.1 - Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream",
Lower Results Are Better
"Linux 5.10.130",36.465,36.4073,36.4447
"Linux 5.15.83",36.4068,36.646,36.439
"Linux 6.1",36.4637,36.6984,36.4555
"LAMMPS Molecular Dynamics Simulator 23Jun2022 - Model: 20k Atoms",
Higher Results Are Better
"Linux 5.10.130",10.432,10.438,10.411
"Linux 5.15.83",10.426,10.427,10.39
"Linux 6.1",10.425,10.37,10.403
"Neural Magic DeepSparse 1.1 - Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream",
Lower Results Are Better
"Linux 5.10.130",92.272,92.3196,92.0509
"Linux 5.15.83",91.8172,92.0209,92.12
"Linux 6.1",92.1168,92.0316,91.9903
"OSPRay Studio 0.11 - Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",28424,28408,28396
"Linux 5.15.83",28393,28460,28399
"Linux 6.1",28475,28497,28464
"OSPRay Studio 0.11 - Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",2179,2177,2179
"Linux 5.15.83",
"Linux 6.1",2174,2173,2172
"libavif avifenc 0.11 - Encoder Speed: 0",
Lower Results Are Better
"Linux 5.10.130",145.772,144.397,144.867
"Linux 5.15.83",145.709,144.294,144.125
"Linux 6.1",144.977,145.348,144.784
"OSPRay Studio 0.11 - Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",285176,284500,284422
"Linux 5.15.83",285198,284826,284534
"Linux 6.1",284063,284261,284382
"TensorFlow 2.10 - Device: CPU - Batch Size: 256 - Model: AlexNet",
Higher Results Are Better
"Linux 5.10.130",279.65,277.89,278.35
"Linux 5.15.83",280.36,278.49,278.3
"Linux 6.1",280.02,278.81,278.84
"OpenRadioss 2022.10.13 - Model: Bird Strike on Windshield",
Lower Results Are Better
"Linux 5.10.130",256.22,255.9,257.17
"Linux 5.15.83",255.88,256.54,256.15
"Linux 6.1",255.99,256.16,255.51
"WebP Image Encode 1.2.4 - Encode Settings: Default",
Higher Results Are Better
"Linux 5.10.130",14.362657091562,14.379868184542,14.379868184542
"Linux 5.15.83",14.397120575885,14.397120575885,14.397120575885
"Linux 6.1",14.37125748503,14.397120575885,14.362657091562
"OSPRay Studio 0.11 - Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",239886,239786,240133
"Linux 5.15.83",240374,240372,240187
"Linux 6.1",240352,240252,240687
"TensorFlow 2.10 - Device: CPU - Batch Size: 256 - Model: GoogLeNet",
Higher Results Are Better
"Linux 5.10.130",130.24,130.15,130.25
"Linux 5.15.83",130.35,130.35,130.49
"Linux 6.1",130.43,130.46,130.53
"Facebook RocksDB 7.5.3 - Test: Read Random Write Random",
Higher Results Are Better
"Linux 5.10.130",2161991,2131117,2104716
"Linux 5.15.83",2147116,2121960,2119001
"Linux 6.1",2153682,2129425,2117476
"TensorFlow 2.10 - Device: CPU - Batch Size: 32 - Model: AlexNet",
Higher Results Are Better
"Linux 5.10.130",210.32,211.83,211.6
"Linux 5.15.83",211.29,211.4,211.71
"Linux 6.1",210.5,211.25,211.43
"Primesieve 8.0 - Length: 1e13",
Lower Results Are Better
"Linux 5.10.130",174.023,175.207,174.935
"Linux 5.15.83",173.911,175.106,174.957
"Linux 6.1",174.043,175.328,175.56
"oneDNN 2.7 - Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",1612.39,1614.78,1612.18
"Linux 5.15.83",1611.14,1610.46,1611.82
"Linux 6.1",1613.31,1614.09,1614.82
"oneDNN 2.7 - Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",0.540298,0.539652,0.542012
"Linux 5.15.83",0.539999,0.54091,0.540448
"Linux 6.1",0.541723,0.541048,0.541519
"ASTC Encoder 4.0 - Preset: Thorough",
Higher Results Are Better
"Linux 5.10.130",9.3196,9.327,9.3208
"Linux 5.15.83",9.3352,9.3164,9.3284
"Linux 6.1",9.3155,9.2931,9.3222
"OpenVINO 2022.2.dev - Model: Face Detection FP16 - Device: CPU",
Higher Results Are Better
"Linux 5.10.130",5.95,5.84,5.86
"Linux 5.15.83",5.94,5.84,5.87
"Linux 6.1",5.93,5.86,5.87
"Blender 3.4 - Blend File: Pabellon Barcelona - Compute: CPU-Only",
Lower Results Are Better
"Linux 5.10.130",374.22,374.08,372.91
"Linux 5.15.83",374.12,373.27,373.24
"Linux 6.1",373.63,374.99,373.9
"srsRAN 22.04.1 - Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM",
Higher Results Are Better
"Linux 5.10.130",65.8,66,65.8
"Linux 5.15.83",65.7,66.1,66.2
"Linux 6.1",65.9,65.8,66
"oneDNN 2.7 - Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",2.29045,2.29797,2.30065
"Linux 5.15.83",2.29571,2.29193,2.29391
"Linux 6.1",2.29419,2.29832,2.29873
"OSPRay Studio 0.11 - Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",29158,29226,29131
"Linux 5.15.83",29214,29196,29207
"Linux 6.1",
"Primesieve 8.0 - Length: 1e12",
Lower Results Are Better
"Linux 5.10.130",14.461,14.432,14.436
"Linux 5.15.83",14.526,14.372,14.39
"Linux 6.1",14.478,14.386,14.408
"oneDNN 2.7 - Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU",
Lower Results Are Better
"Linux 5.10.130",0.496745,0.496932,0.496163
"Linux 5.15.83",0.497095,0.497656,0.496993
"Linux 6.1",0.496185,0.496798,0.497346
"OSPRay Studio 0.11 - Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",7051,7076,7039
"Linux 5.15.83",7049,7046,7044
"Linux 6.1",
"Stress-NG 0.14.06 - Test: Vector Math",
Higher Results Are Better
"Linux 5.10.130",56026.7,55017.88,55010.17
"Linux 5.15.83",56069.28,55164.99,55010.75
"Linux 6.1",55978.74,55115.67,54938.56
"OpenVINO 2022.2.dev - Model: Weld Porosity Detection FP16-INT8 - Device: CPU",
Lower Results Are Better
"Linux 5.10.130",8.02,8.01,8.03
"Linux 5.15.83",8.02,8.01,8.01
"Linux 6.1",8.02,8.03,8.01
"OSPRay Studio 0.11 - Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",1824,1828,1826
"Linux 5.15.83",1825,1825,1827
"Linux 6.1",1823,1823,1826
"OpenRadioss 2022.10.13 - Model: Cell Phone Drop Test",
Lower Results Are Better
"Linux 5.10.130",96.37,95.81,96.44
"Linux 5.15.83",96.13,96.34,96.46
"Linux 6.1",96.24,96.41,96.24
"OSPRay Studio 0.11 - Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",233972,234725,233952
"Linux 5.15.83",234171,234106,234150
"Linux 6.1",233942,234323,234847
"Blender 3.4 - Blend File: Barbershop - Compute: CPU-Only",
Lower Results Are Better
"Linux 5.10.130",1145.22,1146.84,1145.64
"Linux 5.15.83",1144.61,1144.83,1145.02
"Linux 6.1",1144.86,1146.01,1144.67
"OpenVINO 2022.2.dev - Model: Weld Porosity Detection FP16-INT8 - Device: CPU",
Higher Results Are Better
"Linux 5.10.130",1990.81,1994.43,1990
"Linux 5.15.83",1991.88,1993.59,1995.27
"Linux 6.1",1992.01,1990.51,1994.17
"ASTC Encoder 4.0 - Preset: Medium",
Higher Results Are Better
"Linux 5.10.130",72.1622,72.1487,72.1676
"Linux 5.15.83",72.0905,72.1935,72.0816
"Linux 6.1",72.1303,72.0558,72.1056
"OSPRay Studio 0.11 - Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",146600,146675,146475
"Linux 5.15.83",146625,146654,146432
"Linux 6.1",146665,146747,146663
"Stress-NG 0.14.06 - Test: Crypto",
Higher Results Are Better
"Linux 5.10.130",18757.22,18816.54,18654.25
"Linux 5.15.83",18827.44,18805.44,18566.43
"Linux 6.1",18822.23,18761.32,18599.29
"OpenVINO 2022.2.dev - Model: Face Detection FP16 - Device: CPU",
Lower Results Are Better
"Linux 5.10.130",1342.43,1367.9,1361.78
"Linux 5.15.83",1340.43,1367.81,1360.82
"Linux 6.1",1346.33,1363.63,1361.35
"ASTC Encoder 4.0 - Preset: Exhaustive",
Higher Results Are Better
"Linux 5.10.130",0.9372,0.9372,0.9369
"Linux 5.15.83",0.9374,0.9375,0.9377
"Linux 6.1",0.9375,0.9373,0.9356
"ASTC Encoder 4.0 - Preset: Fast",
Higher Results Are Better
"Linux 5.10.130",193.142,193.1961,193.0564
"Linux 5.15.83",192.9569,192.9883,193.1279
"Linux 6.1",192.9787,192.9443,193.052
"Stress-NG 0.14.06 - Test: Matrix Math",
Higher Results Are Better
"Linux 5.10.130",56588.2,56162.8,54995.07
"Linux 5.15.83",56371.87,56415.01,54883.8
"Linux 6.1",56726.12,56294.51,54604.91
"OSPRay Studio 0.11 - Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",34755,34826,34776
"Linux 5.15.83",34792,34805,34806
"Linux 6.1",34781,34787,34769
"Blender 3.4 - Blend File: Fishy Cat - Compute: CPU-Only",
Lower Results Are Better
"Linux 5.10.130",144.02,144.41,144.33
"Linux 5.15.83",143.77,144.76,144.5
"Linux 6.1",144.41,144.12,144.33
"OSPRay Studio 0.11 - Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",8643,8624,8632
"Linux 5.15.83",
"Linux 6.1",8651,8629,8619
"OSPRay Studio 0.11 - Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",1777,1779,1779
"Linux 5.15.83",1781,1777,1777
"Linux 6.1",1780,1778,1779
"OSPRay Studio 0.11 - Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer",
Lower Results Are Better
"Linux 5.10.130",7238,7241,7246
"Linux 5.15.83",7239,7247,7252
"Linux 6.1",7240,7248,7247
"Stress-NG 0.14.06 - Test: x86_64 RdRand",
Higher Results Are Better
"Linux 5.10.130",252390.37,252389.44,252391.87
"Linux 5.15.83",252391.26,252396.69,252393.69
"Linux 6.1",252388.26,252381.27,252347.35
"Aircrack-ng 1.7 - ",
Higher Results Are Better
"Linux 5.10.130",50865.051,50489.281,50462.344
"Linux 5.15.83",50844.344,50507.68,50471.191
"Linux 6.1",50897.953,50473.801,50456.074
"Natron 2.4.3 - Input: Spaceship",
Higher Results Are Better
"Linux 5.10.130",3.6,3.6,3.6
"Linux 5.15.83",3.6,3.6,3.6
"Linux 6.1",3.6,3.6,3.6
"NCNN 20220729 - Target: CPU-v3-v3 - Model: mobilenet-v3",
Lower Results Are Better
"Linux 5.10.130",4.96,4.94,4.94
"Linux 5.15.83",4.93,4.92,5.16,4.89,4.9,4.89
"Linux 6.1",4.97,4.95,4.94
"WebP Image Encode 1.2.4 - Encode Settings: Quality 100, Lossless, Highest Compression",
Higher Results Are Better
"Linux 5.10.130",0.48077886175605,0.48091373609859,0.4813091609177
"Linux 5.15.83",0.48236358154959,0.48280024140012,0.48228603580974
"Linux 6.1",0.48112583445262,0.48097156255636,0.47866929934781
"NCNN 20220729 - Target: CPU - Model: resnet18",
Lower Results Are Better
"Linux 5.10.130",8.03,8.07,8.16
"Linux 5.15.83",9.13,7.82,7.91,7.77,7.9,7.79
"Linux 6.1",7.87,7.83,7.86
"NCNN 20220729 - Target: CPU - Model: vgg16",
Lower Results Are Better
"Linux 5.10.130",26.84,26.81,27.2
"Linux 5.15.83",32.67,26.83,26.93,26.34,26.92,26.43
"Linux 6.1",26.52,26.35,26.69
"Stress-NG 0.14.06 - Test: Socket Activity",
Higher Results Are Better
"Linux 5.10.130",10525.19,9909.35,14180.14,10351.78,9193.23,9272.4,9566.04,10033.72,9746.21,9740.24,10335.52,9961.45,9882.31,10049.89,9666.13
"Linux 5.15.83",17941.49,17741.93,17675.1
"Linux 6.1",17214.49,16858.08,16899.67
"Stress-NG 0.14.06 - Test: CPU Cache",
Higher Results Are Better
"Linux 5.10.130",104.55,123.06,97.79,124.79,110.99,120.79,98.82,107.46,133.09,122.19,106.96,116.19,123.35,130.76,124.13
"Linux 5.15.83",118.19,119.25,125.96,184.62,131.59,138.93,112.06,125.36,113.43,120.76,144.89,104.69
"Linux 6.1",108.65,125.96,118.65,110.09,108.45,106.09,121.76,129.19,115.39,101.95,118.39,123.25,112.66,119.69,113.62
"Stress-NG 0.14.06 - Test: Futex",
Higher Results Are Better
"Linux 5.10.130",1599587.54,1366622.74,1550519.56,1448654.68,1646101.72,1511942.18,1518772.09,1801951.49,1348692.01,1459807.31,1345246.04,1620249.11,1493771.79,1372435.49,1398076.72
"Linux 5.15.83",2380095.62,2411148.54,2301592.09
"Linux 6.1",2453570.22,2423753.27,2424097.92
"Dragonflydb 0.6 - Clients: 50 - Set To Get Ratio: 1:1",
Higher Results Are Better
"Linux 5.10.130",746907.7,959922.56,996422.36,1000064.92,1002252.9,1002570.03,1002985.95,1002953.18,1001204.46,1001791.58,1004478.88,1003443.32,1001525.21
"Linux 5.15.83",1124580.68,1122665.73,1124614.24
"Linux 6.1",1132234.94,1127534.01,1131593.14