AMD EPYC 7003 EO 2021 Linux Comparison, "WireGuard + Linux Networking Stack Stress Test - ", Lower Results Are Better "Ubuntu 21.10",394.807,405.173,415.008 "Clear Linux 35150",323.946,316.758,335.438,315.158,315.226,334.462,320.6,308.275,344.402 "CentOS Stream", "High Performance Conjugate Gradient 3.1 - ", Higher Results Are Better "Ubuntu 21.10",34.5514,34.9265,35.0099 "Clear Linux 35150",26.1918,34.1873,34.1289,34.019,34.0181,33.9198,34.1188,33.6733,34.0641,34.0144,33.7898 "CentOS Stream",32.7533,25.2221,25.2339,25.2484,25.2327,25.367,25.2,25.2506,25.286,25.4424,25.2355,25.2003 "NAMD 2.14 - ATPase Simulation - 327,506 Atoms", Lower Results Are Better "Ubuntu 21.10",0.304352,0.303675,0.304303 "Clear Linux 35150",0.305606,0.305136,0.305678 "CentOS Stream",0.305202,0.305791,0.305008 "NWChem 7.0.2 - Input: C240 Buckyball", Lower Results Are Better "Ubuntu 21.10", "Clear Linux 35150", "CentOS Stream", "Quantum ESPRESSO 6.8 - Input: AUSURF112", Lower Results Are Better "Ubuntu 21.10",242.6,243.56,243.25 "Clear Linux 35150", "CentOS Stream",298.91,301.05,298.47 "Zstd Compression - Compression Level: 3 - Compression Speed", Higher Results Are Better "Ubuntu 21.10",5597.9,5294.2,5057.2,6149.8,6247.2,5167.5,6063,6290.1,6489.3,5219.6,6453.7,6439.7 "Clear Linux 35150",7952.3,8224.4,8068.1 "CentOS Stream",10028,10232.7,10090.5 "Zstd Compression - Compression Level: 3 - Decompression Speed", Higher Results Are Better "Ubuntu 21.10", "Clear Linux 35150",4223,4225.7 "CentOS Stream",3868.6,3874.7 "Zstd Compression - Compression Level: 8 - Compression Speed", Higher Results Are Better "Ubuntu 21.10",3076.5,3183.2,3321.1,3088.5,3180.3,3161.9,3494.4,3124.4,3271.1,3091.1,3352.7,3118.3,3453.7,3179.2,3328.7 "Clear Linux 35150",4852.7,4733.9,4761.7 "Clear Linux 35150",4845.1,4836.1,4816.1 "CentOS Stream",3488.5,3567.6,3558.3 "Zstd Compression - Compression Level: 8 - Decompression Speed", Higher Results Are Better "Ubuntu 21.10", "CentOS Stream",4069.3,4042.1,4060.6 "Zstd Compression - Compression Level: 19 - Compression Speed", Higher Results Are Better "Ubuntu 21.10",79.6,76.5,78.3 "Clear Linux 35150",98.2,96.7,99.5 "CentOS Stream",82.8,81.4,82.1 "Zstd Compression - Compression Level: 19 - Decompression Speed", Higher Results Are Better "Ubuntu 21.10",3587.7,3528.9,3563.7 "Clear Linux 35150",3859.2,3858.1,3874 "CentOS Stream",3795.5,3797.5,3818.5 "Zstd Compression - Compression Level: 3, Long Mode - Compression Speed", Higher Results Are Better "Ubuntu 21.10",166.3,161.6,163.3 "Clear Linux 35150",972.4,970.6,970.3 "Clear Linux 35150",970.4,961.1,968.7 "CentOS Stream",317.8,337.3,327.8,326.2 "Zstd Compression - Compression Level: 3, Long Mode - Decompression Speed", Higher Results Are Better "Ubuntu 21.10",4015.3,3904.9,3895.1 "Clear Linux 35150", "CentOS Stream",4213.6,4210.1,4201,4224.1 "Zstd Compression - Compression Level: 8, Long Mode - Compression Speed", Higher Results Are Better "Ubuntu 21.10",185,181.5,186.7 "Clear Linux 35150",878.4,913.5,975.4,963.3,924.9,949.5,880.1,977.2,881.9,946.3,867.5,901.5,948.9,835.7,928.4 "CentOS Stream",340.6,320.2,310.6,326.2,315.1,318.3,328.3,317.8,335.4,321.6,322.6,313.5,325.1,339.8,320.8 "Zstd Compression - Compression Level: 8, Long Mode - Decompression Speed", Higher Results Are Better "Ubuntu 21.10",4101.3,4041.5,4118.9 "Clear Linux 35150",4745.3,4777.2,4754.2,4736.8,4765.2,4761.8,4765.7,4778.4,4770.7,4758.8,4744.3,4757.4,4751.6,4756.5,4747.6 "CentOS Stream",4393.3,4423.8,4396.3,4405.1,4370.5,4409.5,4409.6,4403.9,4413,4418,4406.2,4409.7,4380,4400.9,4417.3 "Zstd Compression - Compression Level: 19, Long Mode - Compression Speed", Higher Results Are Better "Ubuntu 21.10",38.4,39,36.1,37.2,39.9,41.8,39.2,39.4,35.6,39.6,39.2,41.4,39.8,35.9,38.2 "Clear Linux 35150",42.2,41.1,41.2 "CentOS Stream",15,13.6,15.5,13.8,13.9,14.3,14.3,11.5,14.6,14.2,14.5,14.3,15.4,11.9,14.7 "Zstd Compression - Compression Level: 19, Long Mode - Decompression Speed", Higher Results Are Better "Ubuntu 21.10",3645,3682,3633.2,3568.2,3601.5,3630,3616.7,3653.5,3688.7,3593.1,3592.5,3592.8,3698.2,3590,3634.8 "Clear Linux 35150",3931.2,3922.8,3913.7 "CentOS Stream",3923.6,3934,3907.6,3876.7,3945,3889.4,3880.6,3868.1,3822.4,3839.1,3915,3866.5,3936.1,3850.8,3943.6 "GNU Radio - Test: Five Back to Back FIR Filters", Higher Results Are Better "Ubuntu 21.10",734.5,744.7,739.4 "CentOS Stream",557.9,752.9,620.8,618.9,574.2,547.6,659.3,617.9,719.5 "GNU Radio - Test: Signal Source (Cosine)", Higher Results Are Better "Ubuntu 21.10",3768.1,3708.7,3736.6 "CentOS Stream",3063.8,3671.6,3172.8,3203.3,3362,3363.9,3173.5,3008.5,3617.8 "GNU Radio - Test: FIR Filter", Higher Results Are Better "Ubuntu 21.10",780.9,792.4,798.1 "CentOS Stream",819.9,816.8,762.8,812.8,812.1,769.9,820.7,798.7,821.3 "GNU Radio - Test: IIR Filter", Higher Results Are Better "Ubuntu 21.10",709.3,708.1,709.1 "CentOS Stream",660.5,703.4,690.2,676.7,669.1,685.3,654.7,687.5,688.6 "GNU Radio - Test: FM Deemphasis Filter", Higher Results Are Better "Ubuntu 21.10",869.1,887.3,887.2 "CentOS Stream",738.1,759.8,769.8,728,733.1,737.3,743.1,740.1,737.7 "GNU Radio - Test: Hilbert Transform", Higher Results Are Better "Ubuntu 21.10",438.1,440.6,437.3 "CentOS Stream",440.6,451.6,434.2,445.2,436.4,450.4,449.9,423.1,450.9 "OSPray 1.8.5 - Demo: San Miguel - Renderer: SciVis", Higher Results Are Better "Ubuntu 21.10",83.333333333333,83.333333333333,83.333333333333 "Clear Linux 35150",83.333333333333,83.333333333333,83.333333333333 "CentOS Stream",83.333333333333,83.333333333333,83.333333333333 "OSPray 1.8.5 - Demo: XFrog Forest - Renderer: SciVis", Higher Results Are Better "Ubuntu 21.10",17.543859649123,17.543859649123,17.241379310345 "Clear Linux 35150",17.241379310345,17.241379310345,17.241379310345 "CentOS Stream",17.241379310345,17.241379310345,17.241379310345 "OSPray 1.8.5 - Demo: NASA Streamlines - Renderer: SciVis", Higher Results Are Better "Ubuntu 21.10",111.11111111111,111.11111111111,111.11111111111 "Clear Linux 35150",111.11111111111,111.11111111111,111.11111111111 "CentOS Stream",111.11111111111,111.11111111111,111.11111111111 "OSPray 1.8.5 - Demo: Magnetic Reconnection - Renderer: SciVis", Higher Results Are Better "Ubuntu 21.10",55.555555555556,55.555555555556,55.555555555556 "Clear Linux 35150",55.555555555556,55.555555555556,55.555555555556 "CentOS Stream",55.555555555556,55.555555555556,55.555555555556 "AOM AV1 3.2 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K", Higher Results Are Better "Ubuntu 21.10",26.79,25.81,25.56 "Clear Linux 35150", "CentOS Stream", "AOM AV1 3.2 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K", Higher Results Are Better "Ubuntu 21.10",36.13,35.83,35.96 "Clear Linux 35150", "CentOS Stream", "AOM AV1 3.2 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K", Higher Results Are Better "Ubuntu 21.10",40.58,39.13,39.15 "Clear Linux 35150", "CentOS Stream", "Embree 3.13 - Binary: Pathtracer - Model: Crown", Higher Results Are Better "Ubuntu 21.10",73.2556,73.0659,73.4216 "Clear Linux 35150",72.9895,73.3467,73.4469 "CentOS Stream",72.956,73.3164,73.1303 "Embree 3.13 - Binary: Pathtracer ISPC - Model: Crown", Higher Results Are Better "Ubuntu 21.10",67.5213,67.4096,67.5741 "Clear Linux 35150",67.2868,67.3563,67.4449 "CentOS Stream",67.5082,67.1346,67.28 "Kvazaar 2.1 - Video Input: Bosphorus 4K - Video Preset: Very Fast", Higher Results Are Better "Ubuntu 21.10",26.3,26.35,26.16 "Clear Linux 35150",57.14,56.92,56.94 "CentOS Stream",49.22,49.63,49.74 "Kvazaar 2.1 - Video Input: Bosphorus 4K - Video Preset: Ultra Fast", Higher Results Are Better "Ubuntu 21.10",50.38,50.07,50.26 "Clear Linux 35150",65.53,66.48,65.77 "CentOS Stream",64.19,65.69,65.93 "SVT-AV1 0.8.7 - Encoder Mode: Preset 8 - Input: Bosphorus 4K", Higher Results Are Better "Ubuntu 21.10",61.181,62.072,61.43 "Clear Linux 35150",66.98,66.675,66.886 "CentOS Stream",60.204,59.603,60.382 "SVT-HEVC 1.5.0 - Tuning: 7 - Input: Bosphorus 1080p", Higher Results Are Better "Ubuntu 21.10",348.23,358,360.36 "Clear Linux 35150",369.91,365.63,362.54 "CentOS Stream",343.45,338.03,347.62 "SVT-HEVC 1.5.0 - Tuning: 10 - Input: Bosphorus 1080p", Higher Results Are Better "Ubuntu 21.10",532.39,540.54,545.95 "Clear Linux 35150",569.8,580.83,549.95,592.89,574.16,558.66,577.48 "CentOS Stream",574.71,563.38,543.97,556.07 "SVT-VP9 0.3 - Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p", Higher Results Are Better "Ubuntu 21.10",350.15,413.55,416.48,416.87,406.47,406.43,414.91,399.76,400.09,406.49,421.54,406.65 "Clear Linux 35150",396.04,419.11,447.73,438.56,416.59,444.07,431.27,429.65,460.76,398.77,432.76,446.75,449.87,456.13,436.17 "CentOS Stream",393.91,399,422.46,404.6,427.77,397.31,386.51,398.67,381.47,386.14,396.32,415.58,427.76,396.9,391.4 "SVT-VP9 0.3 - Tuning: Visual Quality Optimized - Input: Bosphorus 1080p", Higher Results Are Better "Ubuntu 21.10",364.91,339.16,355.72,356.68,340.95,352.7,335.44,359.02,352.82,352.86,349.79,351.36 "Clear Linux 35150",364.8,366.79,347.61,359.48 "CentOS Stream",349.26,319.39,323.14,348.84,328.2,329.93,320.57,328.41,327.29,328.14,334.36,333.94,334.03,348.57,345.35 "VP9 libvpx Encoding 1.10.0 - Speed: Speed 5 - Input: Bosphorus 4K", Higher Results Are Better "Ubuntu 21.10",16.9,16.67,12.3,13.96,16.66,14.43,15.21,13.02,15.96,14.48,15.54,15.63,11.62,15.8,12.23 "Clear Linux 35150",18.93,18.74,18.77 "CentOS Stream",13.46,13.76,13.5 "x265 3.4 - Video Input: Bosphorus 4K", Higher Results Are Better "Ubuntu 21.10",21.92,23.15,22.43,21.91,22.07 "Clear Linux 35150",25.79,25.96,26.25 "CentOS Stream",24.33,25.01,24.84 "ACES DGEMM 1.0 - Sustained Floating-Point Rate", Higher Results Are Better "Ubuntu 21.10",23.827555,20.736019,24.136445,20.904413,21.296041,22.076784,22.7753,22.358381,23.586506,23.33015,22.832469,21.081719,23.415002,21.158301,23.227805 "Clear Linux 35150",28.48383,28.990734,26.794406,29.358066,29.722828,28.745177,27.823187,33.043881,28.906092,28.462769,30.787312,29.505715,30.721175,32.173109,28.252575 "CentOS Stream",28.430624,30.292375,28.63169,28.205677,30.34229,28.934503,29.062024,28.541161,29.298065,30.458855,27.729303,29.342397,28.60374,29.262985,29.756589 "Intel Open Image Denoise 1.4.0 - Run: RT.hdr_alb_nrm.3840x2160", Higher Results Are Better "Ubuntu 21.10",1.7992989931123,1.7976914046981,1.8008445961156 "Clear Linux 35150",1.8149709695393,1.813736514869,1.8197368660492 "CentOS Stream",1.8143321352694,1.8104757749289,1.8265340602939 "Timed Godot Game Engine Compilation 3.2.3 - Time To Compile", Lower Results Are Better "Ubuntu 21.10",42.892,43.83,43.845 "Clear Linux 35150", "CentOS Stream", "Timed Linux Kernel Compilation 5.14 - Time To Compile", Lower Results Are Better "Ubuntu 21.10",21.286,19.834,19.856,19.831,19.721,19.904,19.789,19.81,19.875 "Clear Linux 35150", "CentOS Stream",21.211,19.72,19.84,19.841,19.84,19.615,19.684,19.833,19.775 "Timed LLVM Compilation 13.0 - Build System: Ninja", Lower Results Are Better "Ubuntu 21.10",115.481,116.802,115.711 "Clear Linux 35150",232.663,226.078,227.356 "CentOS Stream",116.867,111.734,112.141,111.42 "Timed LLVM Compilation 13.0 - Build System: Unix Makefiles", Lower Results Are Better "Ubuntu 21.10",172.542,172.708,172.825 "Clear Linux 35150",330.521,328.34,328.198 "CentOS Stream",160.825,158.984,161.992 "Timed Node.js Compilation 15.11 - Time To Compile", Lower Results Are Better "Ubuntu 21.10",79.788,80.271,80.701 "Clear Linux 35150", "CentOS Stream",75.844,76.862,76.48 "POV-Ray 3.7.0.7 - Trace Time", Lower Results Are Better "Ubuntu 21.10",8.536,8.5,8.478 "Clear Linux 35150",8.16,8.097,8.107 "CentOS Stream",7.874,7.916,7.891 "Numpy Benchmark - ", Higher Results Are Better "Ubuntu 21.10",439.11,435.6,436.38 "Clear Linux 35150",556.76,555.09,558.13 "CentOS Stream",479.44,478.2,483.49 "Timed Wasmer Compilation 1.0.2 - Time To Compile", Lower Results Are Better "Ubuntu 21.10",43.373,44.004,44.318 "Clear Linux 35150", "CentOS Stream",36.842,36.756,37.44 "OpenSSL 3.0 - Algorithm: SHA256", Higher Results Are Better "Ubuntu 21.10",98475838870,98601964190,98568125590 "Clear Linux 35150",103445789120,102921963970,103288044270 "CentOS Stream",91864785780,90009568530,87848140810 "OpenSSL 3.0 - Algorithm: RSA4096", Higher Results Are Better "Ubuntu 21.10",16996.7,17041.6,17043.9 "Clear Linux 35150",17014.8,17005.6,17010.9 "CentOS Stream",16963.3,17005.6,17001.2 "OpenSSL 3.0 - Algorithm: RSA4096", Higher Results Are Better "Ubuntu 21.10",1115200,1113994.1,1115097.2 "Clear Linux 35150",1113407.1,1113474,1112959.8 "CentOS Stream",1114012.8,1114063.2,1114274.7 "OpenSSL - ", Higher Results Are Better "Ubuntu 21.10",17062.5,17106.1,17101.5 "Clear Linux 35150",17025.6,17026.1,17022.3 "CentOS Stream",17084.8,17054.9,17090.1 "OpenSSL - ", Higher Results Are Better "Ubuntu 21.10",1104718.1,1104674.9,1102805.5 "Clear Linux 35150",1116211.2,1116357.8,1115969.4 "CentOS Stream",1104754.9,1108913.1,1108903.5 "GROMACS 2021.2 - Implementation: MPI CPU - Input: water_GMX50_bare", Higher Results Are Better "Ubuntu 21.10",7.331,7.417,7.418 "Clear Linux 35150",7.388,7.482,7.474 "CentOS Stream",7.058,6.969,7.083 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 250 - Mode: Read Only", Higher Results Are Better "Ubuntu 21.10",1741821.896537,1753176.301926,1683960.078415 "Clear Linux 35150",2083746.699474,2061771.205251,2015479.975232 "CentOS Stream",2009941.782131,1994655.927204,1998315.360524 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency", Lower Results Are Better "Ubuntu 21.10",0.144,0.143,0.148 "Clear Linux 35150",0.12,0.121,0.124 "CentOS Stream",0.124,0.125,0.125 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 500 - Mode: Read Only", Higher Results Are Better "Ubuntu 21.10",1729878.715522,1711465.499695,1716081.611418 "Clear Linux 35150",1993501.836316,2017996.450985,1999160.635691 "CentOS Stream",1932105.097136,1914615.329626,1920920.370505 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency", Lower Results Are Better "Ubuntu 21.10",0.289,0.292,0.291 "Clear Linux 35150",0.251,0.248,0.25 "CentOS Stream",0.259,0.261,0.26 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 250 - Mode: Read Write", Higher Results Are Better "Ubuntu 21.10",42096.424285,31898.037756,55187.382704,53439.695582,53288.222416,53541.372139,55831.886732,55304.448881,57700.130669,57805.168178,57130.123711,59411.541258 "Clear Linux 35150",50170.459149,44995.204559,45227.39522,59218.832202,61474.832167,59986.482143,59065.097709,56761.347598,54054.552862 "CentOS Stream",68889.339039,71553.055924,62681.663419,61914.293708,65062.185458,64363.771323,63885.74264,63208.251502,64583.553042,66723.24964,67562.444148,65569.982728 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency", Lower Results Are Better "Ubuntu 21.10",5.939,7.837,4.53,4.678,4.691,4.669,4.478,4.52,4.333,4.325,4.376,4.208 "Clear Linux 35150",4.983,5.556,5.528,4.222,4.067,4.168,4.233,4.404,4.625 "CentOS Stream",3.629,3.494,3.988,4.038,3.842,3.884,3.913,3.955,3.871,3.747,3.7,3.813 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 500 - Mode: Read Write", Higher Results Are Better "Ubuntu 21.10",59241.220467,60116.526959,57342.484478 "Clear Linux 35150",55475.314647,55441.925753,57104.078194 "CentOS Stream",64832.070565,64511.482355,65923.11753 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency", Lower Results Are Better "Ubuntu 21.10",8.44,8.317,8.72 "Clear Linux 35150",9.013,9.018,8.756 "CentOS Stream",7.712,7.751,7.585 "ASTC Encoder 3.2 - Preset: Thorough", Lower Results Are Better "Ubuntu 21.10",5.0514,5.0562,5.0353 "Clear Linux 35150",4.9177,4.9514,4.9596 "CentOS Stream",4.8429,4.868,4.8517 "ASTC Encoder 3.2 - Preset: Exhaustive", Lower Results Are Better "Ubuntu 21.10",9.3321,9.3356,9.3329 "Clear Linux 35150",9.0132,9.1134,9.0224 "CentOS Stream",9.5014,9.4167,9.3512 "GEGL - Operation: Crop", Lower Results Are Better "Ubuntu 21.10",7.832,7.745,7.734 "Clear Linux 35150",6.069,5.963,5.977 "CentOS Stream",29.457,29.783,29.386 "GEGL - Operation: Scale", Lower Results Are Better "Ubuntu 21.10",6.784,6.936,6.854 "Clear Linux 35150",4.9,4.774,4.738 "CentOS Stream",29.299,29.401,29.361 "GEGL - Operation: Reflect", Lower Results Are Better "Ubuntu 21.10",27.887,27.871,27.947 "Clear Linux 35150",23.38,23.367,23.361 "CentOS Stream",29.298,29.444,29.268 "GEGL - Operation: Color Enhance", Lower Results Are Better "Ubuntu 21.10",49.891,49.846,49.782 "Clear Linux 35150",35.91,35.923,35.907 "CentOS Stream",29.476,29.418,29.347 "GEGL - Operation: Rotate 90 Degrees", Lower Results Are Better "Ubuntu 21.10",36.407,36.08,36.339 "Clear Linux 35150",31.135,31.176,31.178 "CentOS Stream",29.286,29.274,29.313 "Hugin - Panorama Photo Assistant + Stitching Time", Lower Results Are Better "Ubuntu 21.10",45.023,45.96,46.391 "Clear Linux 35150", "CentOS Stream", "Inkscape - Operation: SVG Files To PNG", Lower Results Are Better "Ubuntu 21.10", "Clear Linux 35150", "CentOS Stream",23.843,25.148,25.195,25.15,25.082 "OCRMyPDF 10.3.1+dfsg - Processing 60 Page PDF Document", Lower Results Are Better "Ubuntu 21.10",11.832,11.427,11.554 "GNU Octave Benchmark 6.2.0 - ", Lower Results Are Better "Ubuntu 21.10",6.211,6.028,5.931,6.063,5.968 "RawTherapee - Total Benchmark Time", Lower Results Are Better "Ubuntu 21.10",49.628,50.139,50.045 "Clear Linux 35150",40.727,41.022,40.75 "CentOS Stream", "Redis Memtier / Redis Benchmark - Test: LPUSH and LPOP: lpop", Higher Results Are Better "Ubuntu 21.10",1178696.75,1188216.62,1200339.88 "Clear Linux 35150",1337077.12,1331026.25,1381597.12,1340662.25,1411831.12,1350074.25 "CentOS Stream",813868.31,810241.44,814796.75 "Redis Memtier / Redis Benchmark - Test: LPUSH and LPOP: lpush", Higher Results Are Better "Ubuntu 21.10",1319269.62,1357966.38,1280586,1291338.88,1233353.75,1309416.75,1232597.62,1267429.12,1290836.62,1363147.25,1217878.38,1311307.62,1411842.38,1196458.5 "Clear Linux 35150",1301405.5,1272426.5,1326964 "CentOS Stream",863557.88,832154.44,840901.44 "Redis Memtier / Redis Benchmark - Test: GET", Higher Results Are Better "Ubuntu 21.10",311789.98,303896.76,314255.66 "Clear Linux 35150",956406.1,1045158.41,1029083.85,1036768.72,1044147.25,971637.82,1060254.61,977386.32,994243.21,1032940.95,1022251.43,1050592.08 "CentOS Stream",557715.76,533591.89,518027.16,558206.12,534969.17,526606.63,540048.9,530783.17,544747.89,538860.8 "Redis Memtier / Redis Benchmark - Test: MIX", Higher Results Are Better "Ubuntu 21.10",314514.44,318153.13,321997.56 "Clear Linux 35150",870149.37,928600.41,889451.53,935045.43,897470.33,897953.57,930697.52,786687.14,922634.03 "CentOS Stream",501404.53,505275.19,490517.17 "Redis Memtier / Redis Benchmark - Test: SET", Higher Results Are Better "Ubuntu 21.10",513440.95,539096.47,344687.73,356588.31,373504.26,333663.93,351075.04,365312.97,350189.68,357196.73,361605.61,359256.88 "Clear Linux 35150",732917.04,680615.39,673490.01,679249.54,691172.91,679252.77,669074.45,663422.05,679360.13,675642.22,688955.44,683525.84 "CentOS Stream",449096.96,529878.79,358441.61,460467.14,463835.84,395100.23,443784.93,453742.61,363588.79,497362.32,408378.05,439244.56 "NCNN 20210720 - Target: CPU - Model: mobilenet", Lower Results Are Better "Ubuntu 21.10",73.94,64.97,29.4,46.68,71.69,78.14,65.23,65.73,56.43,37.71,62.41,66.03 "Clear Linux 35150",26.63,43.92,53.35,25.1,74.81,23.84,64.74,32.21,24.06,85.9 "CentOS Stream",50.37,57.29,103.69,113.46,70.67,70.72,51,76.77,48.49 "NCNN 20210720 - Target: CPU-v2-v2 - Model: mobilenet-v2", Lower Results Are Better "Ubuntu 21.10",33.91,27.09,32.37,31.73,39.49,31.39,31.34,34.61,35.81,32.59,31.43,32.3 "Clear Linux 35150",31.03,27.46,39.11,31.7,30.66,25.11,29.47,25.1,37.28,35.57 "CentOS Stream",26.26,45.21,35.89,43.26,36.79,41.09,37.01,47.74,26.58 "NCNN 20210720 - Target: CPU-v3-v3 - Model: mobilenet-v3", Lower Results Are Better "Ubuntu 21.10",28.48,36.26,35.59,34.24,29.17,30.32,31.81,31.27,27.29,30.4,29.54,28.52 "Clear Linux 35150",29.67,26.26,31.82,27.15,42.06,24.37,27.92,31.61,29.19,29.89 "CentOS Stream",22.28,36.55,37.42,46.31,28.04,35.46,28.94,42.31,33.21 "NCNN 20210720 - Target: CPU - Model: shufflenet-v2", Lower Results Are Better "Ubuntu 21.10",22.65,30.88,32.54,25.15,23.59,27.07,28.43,26.8,23.49,21.04,26.31,22.2 "Clear Linux 35150",25.61,25.67,25.46,27.67,22.89,26.61,23.44,26.57,27.4,27.57 "CentOS Stream",19.39,34.04,31.12,32.35,26.66,24.94,25.29,30.51,26.63 "NCNN 20210720 - Target: CPU - Model: mnasnet", Lower Results Are Better "Ubuntu 21.10",27.11,39.79,35.56,35.64,31.6,30.95,36.11,31.15,30.09,27.71,31.96,30.35 "Clear Linux 35150",32.57,27.27,32.74,28.67,27.01,27.4,28.56,24.91,34.22,31.53 "CentOS Stream",20.32,49.11,38.03,48.66,28.67,38.62,35.9,42.78,36.3 "NCNN 20210720 - Target: CPU - Model: efficientnet-b0", Lower Results Are Better "Ubuntu 21.10",38.2,34.81,42.82,48.7,37.42,36.64,41.04,35.86,38.54,33.16,37.24,35.86 "Clear Linux 35150",37.87,36.78,41.14,38.6,37.33,33.7,36.73,34.09,40.56,39.51 "CentOS Stream",28.29,50.04,50.32,49.07,36.82,45.83,43.19,48.91,42.15 "NCNN 20210720 - Target: CPU - Model: blazeface", Lower Results Are Better "Ubuntu 21.10",17,12.71,12.3,17.28,11.57,11.45,12.67,12.8,11.47,9.57,15.85,11.4 "Clear Linux 35150",11.04,11.63,11.63,10.15,10.14,12.34,10.54,10.88,11.44,11.15 "CentOS Stream",9.13,15,15.28,15.96,13.61,12.6,13.81,13.86,10.18 "NCNN 20210720 - Target: CPU - Model: googlenet", Lower Results Are Better "Ubuntu 21.10",56.22,52.09,56.87,61.38,46.41,54.96,68.8,50.92,44.09,40.77,47.64,61.74 "Clear Linux 35150",66.13,77.58,60.58,73.26,99.95,65.22,63.35,58.7,71.9,53.41 "CentOS Stream",44.93,84.2,78.47,83.5,70.06,57.05,65.74,67.13,39.04 "NCNN 20210720 - Target: CPU - Model: vgg16", Lower Results Are Better "Ubuntu 21.10",35.84,38.17,38.13,32.4,35.44,37.65,34.23,36.91,33.97,37.2,39.64,39.94 "Clear Linux 35150",44,46.84,42.5,46.2,55.11,44.15,40.41,47.76,44.88,43.15 "CentOS Stream",50.26,52.55,46.89,43.93,44.66,40.09,47.97,39.68,38 "NCNN 20210720 - Target: CPU - Model: resnet18", Lower Results Are Better "Ubuntu 21.10",30.58,19.2,34.56,25.72,26.71,31.3,39.91,28.58,28.35,18.23,26.45,39.55 "Clear Linux 35150",36.48,19.79,31.93,38.49,24.61,22.52,35.35,29.55,49.46,31.73 "CentOS Stream",18.02,19.07,53.14,62.18,21.61,45.04,27.58,43.38,26.52 "NCNN 20210720 - Target: CPU - Model: alexnet", Lower Results Are Better "Ubuntu 21.10",14.78,14.83,14.8,11.44,10.54,11.92,11.05,10.67,10.41,20.1,10.91,14.7 "Clear Linux 35150",13.41,13.53,14.36,13.9,14.25,13.73,10.8,13.97,18.04,18.98 "CentOS Stream",10.24,16.84,14.33,16.73,14.8,13.69,15.21,12.98,10.43 "NCNN 20210720 - Target: CPU - Model: resnet50", Lower Results Are Better "Ubuntu 21.10",82.2,84.71,78.39,60.69,68.84,36.48,91.73,62.1,73.65,33.06,79.66,61.89 "Clear Linux 35150",31.39,51.82,33.42,88.33,98.75,60.63,32.61,35,32.04,44.48 "CentOS Stream",60.01,46.2,38.8,39.77,46,93.27,41.08,46.39,69.75 "NCNN 20210720 - Target: CPU - Model: yolov4-tiny", Lower Results Are Better "Ubuntu 21.10",44.67,39.51,39.65,34.65,37.64,35.85,38.03,42.66,34.71,59.6,34.67,48.4 "Clear Linux 35150",34.91,36.68,31.7,32.91,34.9,63.47,56.21,32.65,36.25,60.47 "CentOS Stream",54.51,40.79,41.15,42.41,57.9,39.47,46.06,40.65 "NCNN 20210720 - Target: CPU - Model: squeezenet_ssd", Lower Results Are Better "Ubuntu 21.10",59.18,66.56,55.18,50.01,74.86,63.82,59.1,56.43,57.89,56.48,58.7,47.24 "Clear Linux 35150",68.5,70.28,56.16,70.53,69.36,63.37,46.13,73.54,79.3,46.24 "CentOS Stream",41.06,60.11,109.61,115.75,76.01,79.13,57.77,119.72,48.95 "NCNN 20210720 - Target: CPU - Model: regnety_400m", Lower Results Are Better "Ubuntu 21.10",66.01,66.21,64.01,65.95,61.5,62.31,75.64,67.54,72.63,81.63,62.26,59.77 "Clear Linux 35150",71.53,60.38,66.01,72.09,58.18,66.3,58.77,59.06,67.11,70.34 "CentOS Stream",69.4,82.72,89.03,94.75,70.73,74.72,86.32,76.64,65.5 "TNN 0.3 - Target: CPU - Model: DenseNet", Lower Results Are Better "Ubuntu 21.10",2834.995,2850.16,2841.435 "Clear Linux 35150",3323.813,3326.616,3325.885 "CentOS Stream",2753.371,2724.135,2729.575 "TNN 0.3 - Target: CPU - Model: MobileNet v2", Lower Results Are Better "Ubuntu 21.10",296.313,303.387,307.86 "Clear Linux 35150",321.045,320.072,320.874 "CentOS Stream",288.835,288.373,288.092 "TNN 0.3 - Target: CPU - Model: SqueezeNet v2", Lower Results Are Better "Ubuntu 21.10",61.871,62.232,62.126 "Clear Linux 35150",64.219,65.181,64.398 "CentOS Stream",57.215,60.45,58.701,58.437 "TNN 0.3 - Target: CPU - Model: SqueezeNet v1.1", Lower Results Are Better "Ubuntu 21.10",251.881,251.729,251.491 "Clear Linux 35150",319.34,319.482,319.413 "CentOS Stream",249.521,249.603,249.334 "PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: CPU", Higher Results Are Better "Ubuntu 21.10",31.44,34.2,34.43,33.85,34.64,35.2,33.6,33.81,34.55,34.8,34.36,33.36,34.05,33.84,33.54 "Clear Linux 35150",46.79,47.08,47.33 "CentOS Stream",46.01,47.36,47.93 "PlaidML - FP16: No - Mode: Inference - Network: VGG19 - Device: CPU", Higher Results Are Better "Ubuntu 21.10",30.73,29.9,30.44 "Clear Linux 35150",41.41,41.42,41.43 "CentOS Stream",42.28,41.56,41.34 "PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU", Higher Results Are Better "Ubuntu 21.10", "CentOS Stream", "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU", Higher Results Are Better "Ubuntu 21.10", "CentOS Stream", "PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU", Higher Results Are Better "Ubuntu 21.10",8.59,8.45,8.54 "Clear Linux 35150",8.36,8.41,8.41 "CentOS Stream",8.08,8.11,8.23 "PlaidML - FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU", Higher Results Are Better "Ubuntu 21.10", "CentOS Stream", "PlaidML - FP16: No - Mode: Inference - Network: Inception V3 - Device: CPU", Higher Results Are Better "Ubuntu 21.10", "Clear Linux 35150", "CentOS Stream", "PlaidML - FP16: No - Mode: Inference - Network: NASNer Large - Device: CPU", Higher Results Are Better "Ubuntu 21.10", "CentOS Stream", "Blender 2.92 - Blend File: BMW27 - Compute: CPU-Only", Lower Results Are Better "Ubuntu 21.10",26.25,26.38,26.09 "Clear Linux 35150",25.72,25.85,25.7 "CentOS Stream",25.95,25.74,26.42 "Blender 2.92 - Blend File: Pabellon Barcelona - Compute: CPU-Only", Lower Results Are Better "Ubuntu 21.10",77.05,76.84,77.06 "Clear Linux 35150",75.19,75.22,74.89 "CentOS Stream",75.7,76.25,75.94 "ONNX Runtime 1.8.2 - Model: yolov4 - Device: OpenMP CPU", Higher Results Are Better "Ubuntu 21.10",293.5,260,288,281.5,250.5,259.5,281.5,253,282.5,263,269,270 "Clear Linux 35150", "CentOS Stream",220.5,182,190,177.5,183,218,186.5,213.5,192.5,190,207.5,165.5 "ONNX Runtime 1.8.2 - Model: bertsquad-10 - Device: OpenMP CPU", Higher Results Are Better "Ubuntu 21.10",436,457.5,451 "Clear Linux 35150", "CentOS Stream",389,390,458.5,431,494.5,421.5,392,352,435.5,433,449,352 "ONNX Runtime 1.8.2 - Model: fcn-resnet101-11 - Device: OpenMP CPU", Higher Results Are Better "Ubuntu 21.10",196,189.5,182,190.5,195,189,193 "Clear Linux 35150", "CentOS Stream",146,148.5,162,170.5,168.5,171.5,138.5,167,152.5,171,164.5,156.5 "ONNX Runtime 1.8.2 - Model: shufflenet-v2-10 - Device: OpenMP CPU", Higher Results Are Better "Ubuntu 21.10",5686.5,4499.5,4705,4719.5,5163,5800.5,4879,5435.5,5837.5,4964,4440.5,4329.5 "Clear Linux 35150", "CentOS Stream",3141.5,4464,3262.5,3567.5,3572.5,4730,5743.5,5029,4847,3165.5,3914.5,3279 "ONNX Runtime 1.8.2 - Model: super-resolution-10 - Device: OpenMP CPU", Higher Results Are Better "Ubuntu 21.10",4791.5,5204.5,5353,4931,5637.5,5535,4911,4998,6269.5 "Clear Linux 35150", "CentOS Stream",3219,4757,3924,5673.5,4475.5,5131.5,5242,4901,5010.5,4295.5,5519.5,5247 "PyBench 2018-02-16 - Total For Average Test Times", Lower Results Are Better "Ubuntu 21.10",864,869,864 "Clear Linux 35150",884,885,874 "CentOS Stream",988,992,991 "PyPerformance 1.0.0 - Benchmark: go", Lower Results Are Better "Ubuntu 21.10",220,221,220 "Clear Linux 35150",221,221,221 "CentOS Stream", "PyPerformance 1.0.0 - Benchmark: float", Lower Results Are Better "Ubuntu 21.10",98.4,98.4,98.4 "Clear Linux 35150",98.6,98.1,98.1 "CentOS Stream", "PyPerformance 1.0.0 - Benchmark: nbody", Lower Results Are Better "Ubuntu 21.10",110,109,109 "Clear Linux 35150",112,111,111 "CentOS Stream", "PyPerformance 1.0.0 - Benchmark: pathlib", Lower Results Are Better "Ubuntu 21.10",15.2,15.2,15.3 "Clear Linux 35150",13.5,13.5,13.4 "CentOS Stream",17.5,17.6,17.5 "PyPerformance 1.0.0 - Benchmark: raytrace", Lower Results Are Better "Ubuntu 21.10",412,415,414 "Clear Linux 35150",410,409,409 "CentOS Stream",512,514,513 "PyPerformance 1.0.0 - Benchmark: json_loads", Lower Results Are Better "Ubuntu 21.10",20.3,20.3,20.4 "Clear Linux 35150",21.3,21.3,21.3 "CentOS Stream",22.8,23.1,22.9 "PyPerformance 1.0.0 - Benchmark: crypto_pyaes", Lower Results Are Better "Ubuntu 21.10",89.2,88.9,89.1 "Clear Linux 35150",88.9,89.3,89.1 "CentOS Stream",94.8,94.5,94.7 "PyPerformance 1.0.0 - Benchmark: regex_compile", Lower Results Are Better "Ubuntu 21.10",151,151,151 "Clear Linux 35150",146,146,146 "CentOS Stream", "PyPerformance 1.0.0 - Benchmark: python_startup", Lower Results Are Better "Ubuntu 21.10",7.28,7.31,7.33 "Clear Linux 35150",8.46,8.46,8.43 "CentOS Stream",10.4,10.4,10.4 "PyPerformance 1.0.0 - Benchmark: django_template", Lower Results Are Better "Ubuntu 21.10",41.3,41.4,41.4 "Clear Linux 35150",41.7,41.6,41.6 "CentOS Stream",65,64.9,64.8 "PyPerformance 1.0.0 - Benchmark: pickle_pure_python", Lower Results Are Better "Ubuntu 21.10",388,389,388 "Clear Linux 35150",376,377,375 "CentOS Stream",471,470,469 "Nginx - Test: Long Connection - Connections: 500", Higher Results Are Better "Ubuntu 21.10",170028.37,168940.77,172052.8 "Clear Linux 35150", "CentOS Stream", "Nginx - Test: Long Connection - Connections: 1000", Higher Results Are Better "Ubuntu 21.10",181558.21,180290.61,180508.7 "Clear Linux 35150", "CentOS Stream", "Nginx - Test: Short Connection - Connections: 500", Higher Results Are Better "Ubuntu 21.10",42178.07,42158.2,42089.58 "Clear Linux 35150", "CentOS Stream", "Nginx - Test: Short Connection - Connections: 1000", Higher Results Are Better "Ubuntu 21.10",35748.24,35875.22,35884.15 "Clear Linux 35150", "CentOS Stream", "Appleseed 2.0 Beta - Scene: Disney Material", Lower Results Are Better "Ubuntu 21.10", "Clear Linux 35150", "CentOS Stream", "Appleseed 2.0 Beta - Scene: Material Tester", Lower Results Are Better "Ubuntu 21.10", "Clear Linux 35150", "CentOS Stream", "Chaos Group V-RAY 5 - Mode: CPU", Higher Results Are Better "Ubuntu 21.10",67080,64400,69061,69174,53654,66733,55584,54927,67921,70769,68005,63953 "Clear Linux 35150",66624,61127,63936,64628,60700,72503,72451,71029,61982,68228,66067,72142 "CentOS Stream",65557,67583,65217 "GNU Octave Benchmark 6.3.0 - ", Lower Results Are Better "Clear Linux 35150",4.043,3.972,4.002,3.999,3.996 "PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU", Higher Results Are Better "Clear Linux 35150",706.82,701.87,702.59 "CentOS Stream", "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU", Higher Results Are Better "Clear Linux 35150",16.2,16.87,16.53 "CentOS Stream", "PlaidML - FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU", Higher Results Are Better "Clear Linux 35150",4.65,4.62,4.64 "CentOS Stream", "PlaidML - FP16: No - Mode: Inference - Network: NASNer Large - Device: CPU", Higher Results Are Better "Clear Linux 35150",1.58,1.6,1.59 "CentOS Stream", "GNU Octave Benchmark 5.2.0 - ", Lower Results Are Better "CentOS Stream",4.96,4.958,4.885,4.894,4.953 "CentOS Stream",4.913,4.983,4.937,4.872,4.887