Ubuntu 21.10 EPYC Milan

AMD EPYC 74F3 24-Core testing with a ASRockRack ROME2D16-2T (P3.10 BIOS) and ASPEED on Ubuntu 21.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2110124-TJ-UBUNTU21153&sor&grs.

Ubuntu 21.10 EPYC MilanProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionUbuntu 21.10Ubuntu 21.10 + Linux 5.15AMD EPYC 74F3 24-Core @ 3.20GHz (24 Cores / 48 Threads)ASRockRack ROME2D16-2T (P3.10 BIOS)AMD Starship/Matisse64GB1000GB Western Digital WD_BLACK SN850 1TBASPEEDAMD Starship/MatisseVE2282 x Intel 10G X550TUbuntu 21.105.13.0-16-generic (x86_64)GNOME Shell 40.5X Server1.1.182GCC 11.2.0ext41920x10805.15.0-051500rc5daily20211011-generic (x86_64) 20211010OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114Java Details- OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)Python Details- Python 3.9.7Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 21.10 EPYC Milanstress-ng: IO_uringstress-ng: System V Message Passingstress-ng: Socket Activitypgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 250 - Read Writepgbench: 100 - 500 - Read Writepgbench: 100 - 500 - Read Write - Average Latencystress-ng: Context Switchingnginx: 20stress-ng: MMAPapache: 20nginx: 100nginx: 200nginx: 500nginx: 1000avifenc: 10apache: 100lczero: BLASmysqlslap: 512redis: GETstress-ng: MEMFDplaidml: No - Inference - VGG19 - CPUnpb: CG.Cjpegxl: JPEG - 7plaidml: No - Inference - VGG16 - CPUncnn: CPU-v3-v3 - mobilenet-v3mnn: MobileNetV2_224mnn: squeezenetv1.1ncnn: CPU - resnet50avifenc: 10, Losslessjpegxl: JPEG - 5ncnn: CPU - resnet18ncnn: CPU - mobilenetapache: 1000pgbench: 100 - 500 - Read Onlystress-ng: Forkingpgbench: 100 - 500 - Read Only - Average Latencyapache: 200incompact3d: input.i3d 129 Cells Per Directionapache: 500ncnn: CPU - yolov4-tinymnn: SqueezeNetV1.0ncnn: CPU - googlenetnpb: MG.Cjpegxl: PNG - 7jpegxl: PNG - 5ncnn: CPU - efficientnet-b0jpegxl: JPEG - 8apache: 1cpuminer-opt: Blake-2 Sncnn: CPU - vgg16avifenc: 6onnx: shufflenet-v2-10 - OpenMP CPUvpxenc: Speed 5 - Bosphorus 4Ktensorflow-lite: NASNet Mobileospray: NASA Streamlines - SciVisncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mnpb: SP.Clammps: Rhodopsin Proteinnpb: SP.Bnpb: LU.Ccpuminer-opt: Garlicoinstress-ng: Matrix Mathonnx: fcn-resnet101-11 - OpenMP CPUncnn: CPU - mnasnetpgbench: 1000 - 500 - Read Onlypgbench: 1000 - 500 - Read Only - Average Latencyrocksdb: Read Rand Write Randluxcorerender: Danish Mood - CPUncnn: CPU-v2-v2 - mobilenet-v2stress-ng: SENDFILErodinia: OpenMP Streamclusterjpegxl: PNG - 8avifenc: 2stress-ng: NUMAplaidml: No - Inference - ResNet 50 - CPUonnx: yolov4 - OpenMP CPUrocksdb: Update Randlczero: Eigencompress-7zip: Compress Speed Testavifenc: 6, Losslessv-ray: CPUrodinia: OpenMP CFD Solverincompact3d: input.i3d 193 Cells Per Directiontensorflow-lite: Mobilenet Quantnpb: FT.Cpgbench: 1000 - 250 - Read Only - Average Latencypgbench: 1000 - 250 - Read Onlyopenfoam: Motorbike 60Monednn: Recurrent Neural Network Inference - f32 - CPUncnn: CPU - shufflenet-v2luxcorerender: LuxCore Benchmark - CPUttsiod-renderer: Phong Rendering With Soft-Shadow Mappingpgbench: 100 - 250 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencytnn: CPU - SqueezeNet v2oidn: RT.ldr_alb_nrm.3840x2160gromacs: MPI CPU - water_GMX50_bareonednn: Recurrent Neural Network Training - f32 - CPUrodinia: OpenMP LavaMDsvt-av1: Preset 8 - Bosphorus 4Kaom-av1: Speed 8 Realtime - Bosphorus 4Kcpuminer-opt: Myriad-Groestlsecuremark: SecureMark-TLSnpb: IS.Dmnn: mobilenet-v1-1.0x265: Bosphorus 1080pmnn: inception-v3x265: Bosphorus 4Kstress-ng: CPU Stressembree: Pathtracer ISPC - Crowntensorflow-lite: Mobilenet Floattensorflow-lite: SqueezeNetlammps: 20k Atomsstress-ng: Atomicbuild-linux-kernel: Time To Compilesvt-hevc: 7 - Bosphorus 1080pcpuminer-opt: x25xaom-av1: Speed 6 Two-Pass - Bosphorus 4Kembree: Pathtracer - Asian Dragonrocksdb: Rand Fillcpuminer-opt: Deepcointnn: CPU - MobileNet v2xmrig: Monero - 1Mluxcorerender: DLSC - CPUsvt-hevc: 10 - Bosphorus 1080pembree: Pathtracer - Crownstress-ng: Glibc C String Functionsstress-ng: Memory Copyingluxcorerender: Orange Juice - CPUrodinia: OpenMP Leukocytetensorflow-lite: Inception V4vpxenc: Speed 0 - Bosphorus 4Kcassandra: Writesblender: Barbershop - CPU-Onlybuild-godot: Time To Compilesvt-vp9: VMAF Optimized - Bosphorus 1080pbuild-llvm: Unix Makefilestnn: CPU - DenseNetbuild-nodejs: Time To Compilestockfish: Total Timecpuminer-opt: Skeincoinxmrig: Wownero - 1Mstress-ng: Malloctensorflow-lite: Inception ResNet V2openssl: SHA256astcenc: Thoroughcpuminer-opt: Ringcoinnginx: 1build-llvm: Ninjaospray: San Miguel - Path Tracercpuminer-opt: Triple SHA-256, Onecoinsysbench: RAM / Memorystress-ng: Semaphorescpuminer-opt: Quad SHA-256, Pyriteappleseed: Emilysimdjson: PartialTweetsmnn: mobilenetV3synthmark: VoiceMark_100simdjson: DistinctUserIDblender: BMW27 - CPU-Onlyembree: Pathtracer ISPC - Asian Dragoncpuminer-opt: Magitnn: CPU - SqueezeNet v1.1aom-av1: Speed 9 Realtime - Bosphorus 4Kbrl-cad: VGR Performance Metricopenssl: RSA4096cpuminer-opt: LBC, LBRY Creditsavifenc: 0stress-ng: Glibc Qsort Data Sortingstress-ng: Vector Mathastcenc: Exhaustiveappleseed: Material Testeropenssl: RSA4096openfoam: Motorbike 30Mstress-ng: Cryptosysbench: CPUstress-ng: CPU Cachenamd: ATPase Simulation - 327,506 Atomsnatron: Spaceshipospray: Magnetic Reconnection - Path Tracerospray: NASA Streamlines - Path Tracerospray: Magnetic Reconnection - SciVisospray: San Miguel - SciVissimdjson: LargeRandsimdjson: Kostyaonnx: super-resolution-10 - OpenMP CPUonnx: bertsquad-10 - OpenMP CPUncnn: CPU - alexnetncnn: CPU - blazefacemnn: resnet-v2-50redis: SETpgbench: 1000 - 500 - Read Write - Average Latencypgbench: 1000 - 500 - Read Writepgbench: 1000 - 250 - Read Write - Average Latencypgbench: 1000 - 250 - Read Writeluxcorerender: Rainbow Colors and Prism - CPUrodinia: OpenMP HotSpot3Dparboil: OpenMP LBMUbuntu 21.10Ubuntu 21.10 + Linux 5.15116668.496620370.0714982.114.683533984643010.77211961807.37192582.12550.0767345.50178550.68180031.89180523.87178900.553.497110031.1514577032684890.001046.2122.2024114.1173.9927.135.663.8374.72616.435.73074.559.2613.59128080.8274029669854.870.675133795.466.90810013128306.9121.126.24913.0350332.649.3672.007.0728.946319.90133517825.519.7221715617.5189415.150.5316.1714.9435556.4416.35063598.1482765.181977.07102691.891675.136393610.78226877913.615.73532284.326.5580.9625.023573.2010.10428727767133017211728.860278259.54130.385141459851.742915.030.409611633243.11777.2626.213.94969.4947394000.33862.6090.863.2591429.3185.06219.70731.28123152696881993.832.71854.7226.60826.3669408.5928.492255376.082510.816.874196373.3736.731281.48768.207.3034.156677742123600282.13118217.54.74553.0230.76343684070.298094.807.0544.60112245737.46230318229.1456.360446.62274.2642850.236153.7147563107120851019059.6619879641.771080320361642702636.56773390.4652710.03235.7503.1150655310278.233625859.10214267162.6721854.172.375814.6404.9359.7931.46471221.38251.85246.803495086520.26907045.120348.09142582.1224.0608147.897295425838.424.226537.91114579.76105.970.777255.150010.5328.5737.511.113.2150566485.562.9720.7112148023.0215.886317506.3494011714.1179.403493315.909796819.4219318.775.949420463859412.95813907201.31220753.31481.3576761.54202016.07202847.39203360.66200086.323.197120148.1113406472472940.81130.0423.9225960.1179.2028.995.313.6044.44115.455.39079.048.7412.84135459.4378287673798.880.639141087.746.55719979134586.7520.155.96212.4852547.889.7474.926.8129.996116.77129252524.709.4181770416.9786693.452.1115.6914.5036599.6015.90565350.9784921.351927.23105285.851715.016247940.80027484403.695.61521315.066.6950.9824.518584.4610.29436741343130617516528.358283059.70129.894420058918.043590.570.403620425239.68766.6906.133.99957.3877482630.33461.8750.853.2971412.9984.09919.48830.96124372723102013.112.69455.2026.38126.5869941.3428.275554956.181889.117.002197807.9236.466283.51773.607.3534.383577246823450280.33818333.44.77556.4230.95093705740.268141.987.0944.35412179037.42231554227.9456.081444.46275.4922837.532153.0447530436920940019138.5622292053.401076140362898522706.54503378.7852530.11234.9503.1050804710249.843635712.18213690163.0682684.182.370816.3104.9459.9131.40441223.67251.44346.733490046529.16916345.073347.75142690.5524.0457147.981773426052.924.216539.84114562.03105.960.777305.150010.5328.5737.511.113.2159147514.982.7421.0212195897.7924.174206889.4442647414.1080.312OpenBenchmarking.org

Stress-NG

Test: IO_uring

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: IO_uringUbuntu 21.10 + Linux 5.15Ubuntu 21.10110K220K330K440K550KSE +/- 5001.47, N = 6SE +/- 1552.41, N = 3493315.90116668.491. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

Stress-NG

Test: System V Message Passing

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: System V Message PassingUbuntu 21.10 + Linux 5.15Ubuntu 21.102M4M6M8M10MSE +/- 6861.74, N = 3SE +/- 3955.95, N = 39796819.426620370.071. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

Stress-NG

Test: Socket Activity

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Socket ActivityUbuntu 21.10 + Linux 5.15Ubuntu 21.104K8K12K16K20KSE +/- 66.97, N = 3SE +/- 20.77, N = 319318.7714982.111. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.151.33852.6774.01555.3546.6925SE +/- 0.055, N = 3SE +/- 0.064, N = 54.6835.9491. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteUbuntu 21.10Ubuntu 21.10 + Linux 5.1511K22K33K44K55KSE +/- 632.60, N = 3SE +/- 445.65, N = 553398420461. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 500 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read WriteUbuntu 21.10Ubuntu 21.10 + Linux 5.1510K20K30K40K50KSE +/- 522.25, N = 3SE +/- 429.40, N = 346430385941. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.153691215SE +/- 0.12, N = 3SE +/- 0.15, N = 310.7712.961. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Stress-NG

Test: Context Switching

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Context SwitchingUbuntu 21.10 + Linux 5.15Ubuntu 21.103M6M9M12M15MSE +/- 24088.83, N = 3SE +/- 106207.99, N = 313907201.3111961807.371. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

nginx

Concurrent Requests: 20

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 20Ubuntu 21.10 + Linux 5.15Ubuntu 21.1050K100K150K200K250KSE +/- 512.02, N = 3SE +/- 250.97, N = 3220753.31192582.121. (CC) gcc options: -lcrypt -lz -O3 -march=native

Stress-NG

Test: MMAP

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: MMAPUbuntu 21.10Ubuntu 21.10 + Linux 5.15120240360480600SE +/- 0.60, N = 3SE +/- 1.10, N = 3550.07481.351. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

Apache HTTP Server

Concurrent Requests: 20

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 20Ubuntu 21.10 + Linux 5.15Ubuntu 21.1016K32K48K64K80KSE +/- 580.65, N = 3SE +/- 99.66, N = 376761.5467345.501. (CC) gcc options: -shared -fPIC -O2

nginx

Concurrent Requests: 100

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 100Ubuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KSE +/- 409.77, N = 3SE +/- 366.10, N = 3202016.07178550.681. (CC) gcc options: -lcrypt -lz -O3 -march=native

nginx

Concurrent Requests: 200

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 200Ubuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KSE +/- 239.94, N = 3SE +/- 140.36, N = 3202847.39180031.891. (CC) gcc options: -lcrypt -lz -O3 -march=native

nginx

Concurrent Requests: 500

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 500Ubuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KSE +/- 271.45, N = 3SE +/- 236.63, N = 3203360.66180523.871. (CC) gcc options: -lcrypt -lz -O3 -march=native

nginx

Concurrent Requests: 1000

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1000Ubuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KSE +/- 177.77, N = 3SE +/- 175.84, N = 3200086.32178900.551. (CC) gcc options: -lcrypt -lz -O3 -march=native

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Ubuntu 21.10 + Linux 5.15Ubuntu 21.100.78681.57362.36043.14723.934SE +/- 0.008, N = 3SE +/- 0.004, N = 33.1973.4971. (CXX) g++ options: -O3 -fPIC -lm

Apache HTTP Server

Concurrent Requests: 100

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 100Ubuntu 21.10 + Linux 5.15Ubuntu 21.1030K60K90K120K150KSE +/- 464.12, N = 3SE +/- 282.17, N = 3120148.11110031.151. (CC) gcc options: -shared -fPIC -O2

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASUbuntu 21.10Ubuntu 21.10 + Linux 5.1530060090012001500SE +/- 12.03, N = 3SE +/- 14.18, N = 9145713401. (CXX) g++ options: -flto -pthread

MariaDB

Clients: 512

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.6.4Clients: 512Ubuntu 21.10Ubuntu 21.10 + Linux 5.15150300450600750SE +/- 1.91, N = 3SE +/- 6.28, N = 37036471. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -laio -lz -lm -lssl -lcrypto -lpthread -ldl

Redis

Test: GET

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GETUbuntu 21.10Ubuntu 21.10 + Linux 5.15600K1200K1800K2400K3000KSE +/- 8561.06, N = 3SE +/- 18296.40, N = 32684890.002472940.801. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Stress-NG

Test: MEMFD

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: MEMFDUbuntu 21.10 + Linux 5.15Ubuntu 21.102004006008001000SE +/- 0.46, N = 3SE +/- 2.37, N = 31130.041046.211. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

PlaidML

FP16: No - Mode: Inference - Network: VGG19 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10612182430SE +/- 0.30, N = 3SE +/- 0.12, N = 323.9222.20

NAS Parallel Benchmarks

Test / Class: CG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CUbuntu 21.10 + Linux 5.15Ubuntu 21.106K12K18K24K30KSE +/- 235.98, N = 3SE +/- 158.46, N = 325960.1124114.111. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.0

JPEG XL libjxl

Input: JPEG - Encode Speed: 7

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: JPEG - Encode Speed: 7Ubuntu 21.10 + Linux 5.15Ubuntu 21.1020406080100SE +/- 0.21, N = 3SE +/- 0.18, N = 379.2073.991. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

PlaidML

FP16: No - Mode: Inference - Network: VGG16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10714212835SE +/- 0.23, N = 3SE +/- 0.09, N = 328.9927.13

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v3Ubuntu 21.10 + Linux 5.15Ubuntu 21.101.27352.5473.82055.0946.3675SE +/- 0.02, N = 3SE +/- 0.16, N = 35.315.66MIN: 5.21 / MAX: 15.93MIN: 5.23 / MAX: 133.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224Ubuntu 21.10 + Linux 5.15Ubuntu 21.100.86331.72662.58993.45324.3165SE +/- 0.032, N = 14SE +/- 0.032, N = 153.6043.837MIN: 3.38 / MAX: 7.24MIN: 3.58 / MAX: 4.51. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: squeezenetv1.1

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1Ubuntu 21.10 + Linux 5.15Ubuntu 21.101.06342.12683.19024.25365.317SE +/- 0.054, N = 14SE +/- 0.054, N = 154.4414.726MIN: 3.94 / MAX: 7.88MIN: 4.13 / MAX: 8.491. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50Ubuntu 21.10 + Linux 5.15Ubuntu 21.1048121620SE +/- 0.24, N = 3SE +/- 0.31, N = 315.4516.43MIN: 14.99 / MAX: 19.35MIN: 15.63 / MAX: 176.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

libavif avifenc

Encoder Speed: 10, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessUbuntu 21.10 + Linux 5.15Ubuntu 21.101.28932.57863.86795.15726.4465SE +/- 0.014, N = 3SE +/- 0.018, N = 35.3905.7301. (CXX) g++ options: -O3 -fPIC -lm

JPEG XL libjxl

Input: JPEG - Encode Speed: 5

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: JPEG - Encode Speed: 5Ubuntu 21.10 + Linux 5.15Ubuntu 21.1020406080100SE +/- 0.48, N = 3SE +/- 0.17, N = 379.0474.551. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18Ubuntu 21.10 + Linux 5.15Ubuntu 21.103691215SE +/- 0.22, N = 3SE +/- 0.05, N = 38.749.26MIN: 8.38 / MAX: 10.87MIN: 8.7 / MAX: 58.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenetUbuntu 21.10 + Linux 5.15Ubuntu 21.103691215SE +/- 0.18, N = 3SE +/- 0.12, N = 312.8413.59MIN: 12.4 / MAX: 14.89MIN: 12.98 / MAX: 71.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache HTTP Server

Concurrent Requests: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1000Ubuntu 21.10 + Linux 5.15Ubuntu 21.1030K60K90K120K150KSE +/- 224.44, N = 3SE +/- 23.56, N = 3135459.43128080.821. (CC) gcc options: -shared -fPIC -O2

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 500 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyUbuntu 21.10 + Linux 5.15Ubuntu 21.10200K400K600K800K1000KSE +/- 3621.04, N = 3SE +/- 7536.29, N = 37828767402961. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Stress-NG

Test: Forking

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: ForkingUbuntu 21.10 + Linux 5.15Ubuntu 21.1016K32K48K64K80KSE +/- 284.38, N = 3SE +/- 113.04, N = 373798.8869854.871. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyUbuntu 21.10 + Linux 5.15Ubuntu 21.100.15190.30380.45570.60760.7595SE +/- 0.003, N = 3SE +/- 0.007, N = 30.6390.6751. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Apache HTTP Server

Concurrent Requests: 200

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 200Ubuntu 21.10 + Linux 5.15Ubuntu 21.1030K60K90K120K150KSE +/- 1124.68, N = 3SE +/- 657.97, N = 3141087.74133795.461. (CC) gcc options: -shared -fPIC -O2

Xcompact3d Incompact3d

Input: input.i3d 129 Cells Per Direction

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per DirectionUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810SE +/- 0.05267586, N = 3SE +/- 0.02220467, N = 36.557199796.908100131. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

Apache HTTP Server

Concurrent Requests: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 500Ubuntu 21.10 + Linux 5.15Ubuntu 21.1030K60K90K120K150KSE +/- 303.65, N = 3SE +/- 293.41, N = 3134586.75128306.911. (CC) gcc options: -shared -fPIC -O2

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tinyUbuntu 21.10 + Linux 5.15Ubuntu 21.10510152025SE +/- 0.62, N = 3SE +/- 0.35, N = 320.1521.12MIN: 19.23 / MAX: 24.44MIN: 19.68 / MAX: 123.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810SE +/- 0.044, N = 14SE +/- 0.054, N = 155.9626.249MIN: 5.6 / MAX: 9.22MIN: 5.67 / MAX: 11.641. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenetUbuntu 21.10 + Linux 5.15Ubuntu 21.103691215SE +/- 0.34, N = 3SE +/- 0.35, N = 312.4813.03MIN: 11.83 / MAX: 15.88MIN: 12.37 / MAX: 104.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CUbuntu 21.10 + Linux 5.15Ubuntu 21.1011K22K33K44K55KSE +/- 55.76, N = 3SE +/- 39.41, N = 352547.8850332.641. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.0

JPEG XL libjxl

Input: PNG - Encode Speed: 7

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: PNG - Encode Speed: 7Ubuntu 21.10 + Linux 5.15Ubuntu 21.103691215SE +/- 0.00, N = 3SE +/- 0.00, N = 39.749.361. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

JPEG XL libjxl

Input: PNG - Encode Speed: 5

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: PNG - Encode Speed: 5Ubuntu 21.10 + Linux 5.15Ubuntu 21.1020406080100SE +/- 0.06, N = 3SE +/- 0.17, N = 374.9272.001. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810SE +/- 0.00, N = 3SE +/- 0.06, N = 36.817.07MIN: 6.74 / MAX: 10.45MIN: 6.84 / MAX: 61.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

JPEG XL libjxl

Input: JPEG - Encode Speed: 8

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: JPEG - Encode Speed: 8Ubuntu 21.10 + Linux 5.15Ubuntu 21.10714212835SE +/- 0.16, N = 3SE +/- 0.19, N = 329.9928.941. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

Apache HTTP Server

Concurrent Requests: 1

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1Ubuntu 21.10Ubuntu 21.10 + Linux 5.1514002800420056007000SE +/- 55.13, N = 3SE +/- 56.37, N = 36319.906116.771. (CC) gcc options: -shared -fPIC -O2

Cpuminer-Opt

Algorithm: Blake-2 S

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: Blake-2 SUbuntu 21.10Ubuntu 21.10 + Linux 5.15300K600K900K1200K1500KSE +/- 14384.10, N = 5SE +/- 12480.44, N = 15133517812925251. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16Ubuntu 21.10 + Linux 5.15Ubuntu 21.10612182430SE +/- 0.57, N = 3SE +/- 0.16, N = 324.7025.51MIN: 23.74 / MAX: 37.55MIN: 24.52 / MAX: 94.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

libavif avifenc

Encoder Speed: 6

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6Ubuntu 21.10 + Linux 5.15Ubuntu 21.103691215SE +/- 0.024, N = 3SE +/- 0.018, N = 39.4189.7221. (CXX) g++ options: -O3 -fPIC -lm

ONNX Runtime

Model: shufflenet-v2-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: shufflenet-v2-10 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.104K8K12K16K20KSE +/- 26.51, N = 3SE +/- 67.67, N = 317704171561. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

VP9 libvpx Encoding

Speed: Speed 5 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KUbuntu 21.10Ubuntu 21.10 + Linux 5.1548121620SE +/- 0.15, N = 3SE +/- 0.07, N = 317.5116.971. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 21.10 + Linux 5.15Ubuntu 21.1020K40K60K80K100KSE +/- 291.70, N = 3SE +/- 285.21, N = 386693.489415.1

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisUbuntu 21.10 + Linux 5.15Ubuntu 21.101224364860SE +/- 0.53, N = 5SE +/- 0.53, N = 552.1150.53MIN: 47.62 / MAX: 52.63MIN: 35.71 / MAX: 52.63

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdUbuntu 21.10 + Linux 5.15Ubuntu 21.1048121620SE +/- 0.11, N = 3SE +/- 0.11, N = 315.6916.17MIN: 15.28 / MAX: 19.14MIN: 15.43 / MAX: 158.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400mUbuntu 21.10 + Linux 5.15Ubuntu 21.1048121620SE +/- 0.04, N = 3SE +/- 0.18, N = 314.5014.94MIN: 14.35 / MAX: 17.97MIN: 14.42 / MAX: 114.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NAS Parallel Benchmarks

Test / Class: SP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CUbuntu 21.10 + Linux 5.15Ubuntu 21.108K16K24K32K40KSE +/- 24.90, N = 3SE +/- 27.26, N = 336599.6035556.441. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.0

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinUbuntu 21.10Ubuntu 21.10 + Linux 5.1548121620SE +/- 0.16, N = 15SE +/- 0.05, N = 316.3515.911. (CXX) g++ options: -O3 -lm

NAS Parallel Benchmarks

Test / Class: SP.B

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BUbuntu 21.10 + Linux 5.15Ubuntu 21.1014K28K42K56K70KSE +/- 150.74, N = 3SE +/- 123.88, N = 365350.9763598.141. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.0

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CUbuntu 21.10 + Linux 5.15Ubuntu 21.1020K40K60K80K100KSE +/- 115.55, N = 3SE +/- 302.50, N = 384921.3582765.181. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.0

Cpuminer-Opt

Algorithm: Garlicoin

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: GarlicoinUbuntu 21.10Ubuntu 21.10 + Linux 5.15400800120016002000SE +/- 9.20, N = 3SE +/- 25.22, N = 31977.071927.231. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Stress-NG

Test: Matrix Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Matrix MathUbuntu 21.10 + Linux 5.15Ubuntu 21.1020K40K60K80K100KSE +/- 87.63, N = 3SE +/- 452.67, N = 3105285.85102691.891. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

ONNX Runtime

Model: fcn-resnet101-11 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: fcn-resnet101-11 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.104080120160200SE +/- 1.00, N = 3SE +/- 0.60, N = 31711671. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnetUbuntu 21.10 + Linux 5.15Ubuntu 21.101.15432.30863.46294.61725.7715SE +/- 0.02, N = 3SE +/- 0.03, N = 35.015.13MIN: 4.91 / MAX: 15.1MIN: 5 / MAX: 20.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 500 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read OnlyUbuntu 21.10Ubuntu 21.10 + Linux 5.15140K280K420K560K700KSE +/- 1182.41, N = 3SE +/- 1517.26, N = 36393616247941. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 500 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read Only - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.150.180.360.540.720.9SE +/- 0.002, N = 3SE +/- 0.002, N = 30.7820.8001. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Facebook RocksDB

Test: Read Random Write Random

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Read Random Write RandomUbuntu 21.10 + Linux 5.15Ubuntu 21.10600K1200K1800K2400K3000KSE +/- 16007.37, N = 3SE +/- 15779.88, N = 3274844026877911. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

LuxCoreRender

Scene: Danish Mood - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.100.83031.66062.49093.32124.1515SE +/- 0.04, N = 3SE +/- 0.01, N = 33.693.61MIN: 1.43 / MAX: 4.3MIN: 1.38 / MAX: 4.2

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v2Ubuntu 21.10 + Linux 5.15Ubuntu 21.101.28932.57863.86795.15726.4465SE +/- 0.02, N = 3SE +/- 0.02, N = 35.615.73MIN: 5.46 / MAX: 9.47MIN: 5.52 / MAX: 15.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Stress-NG

Test: SENDFILE

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: SENDFILEUbuntu 21.10Ubuntu 21.10 + Linux 5.15110K220K330K440K550KSE +/- 68.97, N = 3SE +/- 645.89, N = 3532284.32521315.061. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

Rodinia

Test: OpenMP Streamcluster

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterUbuntu 21.10Ubuntu 21.10 + Linux 5.15246810SE +/- 0.086, N = 15SE +/- 0.032, N = 36.5586.6951. (CXX) g++ options: -O2 -lOpenCL

JPEG XL libjxl

Input: PNG - Encode Speed: 8

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: PNG - Encode Speed: 8Ubuntu 21.10 + Linux 5.15Ubuntu 21.100.22050.4410.66150.8821.1025SE +/- 0.00, N = 3SE +/- 0.00, N = 30.980.961. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 2Ubuntu 21.10 + Linux 5.15Ubuntu 21.10612182430SE +/- 0.03, N = 3SE +/- 0.14, N = 324.5225.021. (CXX) g++ options: -O3 -fPIC -lm

Stress-NG

Test: NUMA

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: NUMAUbuntu 21.10 + Linux 5.15Ubuntu 21.10130260390520650SE +/- 0.96, N = 3SE +/- 2.46, N = 3584.46573.201. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

PlaidML

FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.103691215SE +/- 0.02, N = 3SE +/- 0.09, N = 310.2910.10

ONNX Runtime

Model: yolov4 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: yolov4 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.1090180270360450SE +/- 1.89, N = 3SE +/- 0.50, N = 34364281. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

Facebook RocksDB

Test: Update Random

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Update RandomUbuntu 21.10 + Linux 5.15Ubuntu 21.10160K320K480K640K800KSE +/- 2476.72, N = 3SE +/- 2766.16, N = 37413437277671. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

LeelaChessZero

Backend: Eigen

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: EigenUbuntu 21.10Ubuntu 21.10 + Linux 5.1530060090012001500SE +/- 12.42, N = 3SE +/- 6.17, N = 3133013061. (CXX) g++ options: -flto -pthread

7-Zip Compression

Compress Speed Test

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed TestUbuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KSE +/- 240.00, N = 3SE +/- 363.33, N = 31751651721171. (CXX) g++ options: -pipe -lpthread

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessUbuntu 21.10 + Linux 5.15Ubuntu 21.10714212835SE +/- 0.12, N = 3SE +/- 0.18, N = 328.3628.861. (CXX) g++ options: -O3 -fPIC -lm

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.106K12K18K24K30KSE +/- 262.43, N = 3SE +/- 357.24, N = 32830527825

Rodinia

Test: OpenMP CFD Solver

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverUbuntu 21.10Ubuntu 21.10 + Linux 5.153691215SE +/- 0.033, N = 3SE +/- 0.035, N = 39.5419.7011. (CXX) g++ options: -O2 -lOpenCL

Xcompact3d Incompact3d

Input: input.i3d 193 Cells Per Direction

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionUbuntu 21.10 + Linux 5.15Ubuntu 21.10714212835SE +/- 0.18, N = 3SE +/- 0.15, N = 329.8930.391. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.10 + Linux 5.15Ubuntu 21.1013K26K39K52K65KSE +/- 189.93, N = 3SE +/- 4.08, N = 358918.059851.7

NAS Parallel Benchmarks

Test / Class: FT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CUbuntu 21.10 + Linux 5.15Ubuntu 21.109K18K27K36K45KSE +/- 29.98, N = 3SE +/- 131.14, N = 343590.5742915.031. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.0

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 21.10 + Linux 5.15Ubuntu 21.100.0920.1840.2760.3680.46SE +/- 0.001, N = 3SE +/- 0.001, N = 30.4030.4091. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 250 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read OnlyUbuntu 21.10 + Linux 5.15Ubuntu 21.10130K260K390K520K650KSE +/- 682.74, N = 3SE +/- 1809.68, N = 36204256116331. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenFOAM

Input: Motorbike 60M

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60MUbuntu 21.10 + Linux 5.15Ubuntu 21.1050100150200250SE +/- 0.24, N = 3SE +/- 0.49, N = 3239.68243.111. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.102004006008001000SE +/- 1.21, N = 3SE +/- 2.29, N = 3766.69777.26MIN: 756.56MIN: 757.431. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v2Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810SE +/- 0.02, N = 3SE +/- 0.02, N = 36.136.21MIN: 5.99 / MAX: 8.3MIN: 6.02 / MAX: 21.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.100.89781.79562.69343.59124.489SE +/- 0.01, N = 3SE +/- 0.01, N = 33.993.94MIN: 1.52 / MAX: 4.63MIN: 1.48 / MAX: 4.61

TTSIOD 3D Renderer

Phong Rendering With Soft-Shadow Mapping

OpenBenchmarking.orgFPS, More Is BetterTTSIOD 3D Renderer 2.3bPhong Rendering With Soft-Shadow MappingUbuntu 21.10Ubuntu 21.10 + Linux 5.152004006008001000SE +/- 0.68, N = 3SE +/- 13.57, N = 3969.49957.391. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -fopenmp -fwhole-program -lstdc++

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 21.10 + Linux 5.15Ubuntu 21.10160K320K480K640K800KSE +/- 1092.30, N = 3SE +/- 2610.98, N = 37482637394001. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 21.10 + Linux 5.15Ubuntu 21.100.07610.15220.22830.30440.3805SE +/- 0.001, N = 3SE +/- 0.001, N = 30.3340.3381. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

TNN

Target: CPU - Model: SqueezeNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2Ubuntu 21.10 + Linux 5.15Ubuntu 21.101428425670SE +/- 0.12, N = 3SE +/- 0.65, N = 361.8862.61MIN: 61.5 / MAX: 62.54MIN: 61.65 / MAX: 64.181. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Intel Open Image Denoise

Run: RT.ldr_alb_nrm.3840x2160

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160Ubuntu 21.10Ubuntu 21.10 + Linux 5.150.19350.3870.58050.7740.9675SE +/- 0.00, N = 3SE +/- 0.00, N = 30.860.85

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 21.10 + Linux 5.15Ubuntu 21.100.74181.48362.22542.96723.709SE +/- 0.000, N = 3SE +/- 0.011, N = 33.2973.2591. (CXX) g++ options: -O3

oneDNN

Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.1030060090012001500SE +/- 0.45, N = 3SE +/- 1.18, N = 31412.991429.31MIN: 1396.9MIN: 1397.531. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Rodinia

Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDUbuntu 21.10 + Linux 5.15Ubuntu 21.1020406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 384.1085.061. (CXX) g++ options: -O2 -lOpenCL

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 21.10Ubuntu 21.10 + Linux 5.15510152025SE +/- 0.12, N = 3SE +/- 0.10, N = 319.7119.491. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

AOM AV1

Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4KUbuntu 21.10Ubuntu 21.10 + Linux 5.15714212835SE +/- 0.03, N = 3SE +/- 0.13, N = 331.2830.961. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Cpuminer-Opt

Algorithm: Myriad-Groestl

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: Myriad-GroestlUbuntu 21.10 + Linux 5.15Ubuntu 21.103K6K9K12K15KSE +/- 98.67, N = 15SE +/- 100.41, N = 1512437123151. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

SecureMark

Benchmark: SecureMark-TLS

OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSUbuntu 21.10 + Linux 5.15Ubuntu 21.1060K120K180K240K300KSE +/- 277.92, N = 3SE +/- 1689.23, N = 32723102696881. (CC) gcc options: -pedantic -O3

NAS Parallel Benchmarks

Test / Class: IS.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DUbuntu 21.10 + Linux 5.15Ubuntu 21.10400800120016002000SE +/- 3.59, N = 3SE +/- 6.66, N = 32013.111993.831. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.0

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0Ubuntu 21.10 + Linux 5.15Ubuntu 21.100.61161.22321.83482.44643.058SE +/- 0.021, N = 14SE +/- 0.024, N = 152.6942.718MIN: 2.47 / MAX: 6.09MIN: 2.45 / MAX: 5.041. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

x265

Video Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pUbuntu 21.10 + Linux 5.15Ubuntu 21.101224364860SE +/- 0.67, N = 3SE +/- 0.62, N = 455.2054.721. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v3Ubuntu 21.10 + Linux 5.15Ubuntu 21.10612182430SE +/- 0.30, N = 14SE +/- 0.33, N = 1526.3826.61MIN: 23.92 / MAX: 31.4MIN: 24.29 / MAX: 34.571. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KUbuntu 21.10 + Linux 5.15Ubuntu 21.10612182430SE +/- 0.21, N = 3SE +/- 0.11, N = 326.5826.361. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: CPU StressUbuntu 21.10 + Linux 5.15Ubuntu 21.1015K30K45K60K75KSE +/- 15.37, N = 3SE +/- 64.21, N = 369941.3469408.591. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 21.10Ubuntu 21.10 + Linux 5.15714212835SE +/- 0.05, N = 3SE +/- 0.03, N = 328.4928.28MIN: 28.01 / MAX: 29.3MIN: 27.86 / MAX: 28.93

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 21.10 + Linux 5.15Ubuntu 21.1012K24K36K48K60KSE +/- 104.96, N = 3SE +/- 98.36, N = 354956.155376.0

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 21.10 + Linux 5.15Ubuntu 21.1020K40K60K80K100KSE +/- 134.59, N = 3SE +/- 42.73, N = 381889.182510.8

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsUbuntu 21.10 + Linux 5.15Ubuntu 21.1048121620SE +/- 0.03, N = 3SE +/- 0.04, N = 317.0016.871. (CXX) g++ options: -O3 -lm

Stress-NG

Test: Atomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: AtomicUbuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KSE +/- 158.29, N = 3SE +/- 198.79, N = 3197807.92196373.371. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.14Time To CompileUbuntu 21.10 + Linux 5.15Ubuntu 21.10816243240SE +/- 0.44, N = 3SE +/- 0.38, N = 336.4736.73

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pUbuntu 21.10 + Linux 5.15Ubuntu 21.1060120180240300SE +/- 2.41, N = 8SE +/- 3.36, N = 4283.51281.481. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Cpuminer-Opt

Algorithm: x25x

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: x25xUbuntu 21.10 + Linux 5.15Ubuntu 21.10170340510680850SE +/- 3.73, N = 3SE +/- 4.78, N = 3773.60768.201. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

AOM AV1

Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4KUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810SE +/- 0.02, N = 3SE +/- 0.08, N = 47.357.301. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: Asian DragonUbuntu 21.10 + Linux 5.15Ubuntu 21.10816243240SE +/- 0.02, N = 3SE +/- 0.16, N = 334.3834.16MIN: 33.98 / MAX: 35.18MIN: 33.63 / MAX: 34.9

Facebook RocksDB

Test: Random Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random FillUbuntu 21.10Ubuntu 21.10 + Linux 5.15170K340K510K680K850KSE +/- 4583.67, N = 3SE +/- 6927.89, N = 37774217724681. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Cpuminer-Opt

Algorithm: Deepcoin

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: DeepcoinUbuntu 21.10Ubuntu 21.10 + Linux 5.155K10K15K20K25KSE +/- 170.39, N = 3SE +/- 28.87, N = 323600234501. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Ubuntu 21.10 + Linux 5.15Ubuntu 21.1060120180240300SE +/- 0.96, N = 3SE +/- 1.74, N = 3280.34282.13MIN: 275.48 / MAX: 311.76MIN: 275.4 / MAX: 316.891. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Xmrig

Variant: Monero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MUbuntu 21.10 + Linux 5.15Ubuntu 21.104K8K12K16K20KSE +/- 44.27, N = 3SE +/- 22.84, N = 318333.418217.51. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

LuxCoreRender

Scene: DLSC - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.101.07332.14663.21994.29325.3665SE +/- 0.01, N = 3SE +/- 0.02, N = 34.774.74MIN: 4.56 / MAX: 5.2MIN: 4.6 / MAX: 5.11

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pUbuntu 21.10 + Linux 5.15Ubuntu 21.10120240360480600SE +/- 0.62, N = 3SE +/- 2.56, N = 3556.42553.021. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownUbuntu 21.10 + Linux 5.15Ubuntu 21.10714212835SE +/- 0.14, N = 3SE +/- 0.06, N = 330.9530.76MIN: 30.32 / MAX: 32.01MIN: 30.24 / MAX: 31.73

Stress-NG

Test: Glibc C String Functions

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Glibc C String FunctionsUbuntu 21.10 + Linux 5.15Ubuntu 21.10800K1600K2400K3200K4000KSE +/- 2603.56, N = 3SE +/- 23669.22, N = 33705740.263684070.291. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

Stress-NG

Test: Memory Copying

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Memory CopyingUbuntu 21.10 + Linux 5.15Ubuntu 21.102K4K6K8K10KSE +/- 4.32, N = 3SE +/- 3.56, N = 38141.988094.801. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

LuxCoreRender

Scene: Orange Juice - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810SE +/- 0.02, N = 3SE +/- 0.01, N = 37.097.05MIN: 6.35 / MAX: 7.47MIN: 6.32 / MAX: 7.44

Rodinia

Test: OpenMP Leukocyte

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteUbuntu 21.10 + Linux 5.15Ubuntu 21.101020304050SE +/- 0.22, N = 3SE +/- 0.11, N = 344.3544.601. (CXX) g++ options: -O2 -lOpenCL

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 21.10 + Linux 5.15Ubuntu 21.10300K600K900K1200K1500KSE +/- 1952.13, N = 3SE +/- 1392.75, N = 312179031224573

VP9 libvpx Encoding

Speed: Speed 0 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KUbuntu 21.10Ubuntu 21.10 + Linux 5.15246810SE +/- 0.02, N = 3SE +/- 0.08, N = 37.467.421. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesUbuntu 21.10 + Linux 5.15Ubuntu 21.1050K100K150K200K250KSE +/- 1062.06, N = 3SE +/- 927.98, N = 3231554230318

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyUbuntu 21.10 + Linux 5.15Ubuntu 21.1050100150200250SE +/- 0.53, N = 3SE +/- 0.51, N = 3227.94229.14

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileUbuntu 21.10 + Linux 5.15Ubuntu 21.101326395265SE +/- 0.12, N = 3SE +/- 0.15, N = 356.0856.36

SVT-VP9

Tuning: VMAF Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pUbuntu 21.10Ubuntu 21.10 + Linux 5.15100200300400500SE +/- 3.38, N = 13SE +/- 5.09, N = 14446.62444.461. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Timed LLVM Compilation

Build System: Unix Makefiles

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix MakefilesUbuntu 21.10Ubuntu 21.10 + Linux 5.1560120180240300SE +/- 3.77, N = 3SE +/- 2.61, N = 6274.26275.49

TNN

Target: CPU - Model: DenseNet

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetUbuntu 21.10 + Linux 5.15Ubuntu 21.106001200180024003000SE +/- 0.69, N = 3SE +/- 0.80, N = 32837.532850.24MIN: 2800.78 / MAX: 2894.04MIN: 2802.46 / MAX: 2916.751. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileUbuntu 21.10 + Linux 5.15Ubuntu 21.10306090120150SE +/- 0.20, N = 3SE +/- 0.14, N = 3153.04153.71

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeUbuntu 21.10Ubuntu 21.10 + Linux 5.1516M32M48M64M80MSE +/- 716479.64, N = 3SE +/- 552677.79, N = 1575631071753043691. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

Cpuminer-Opt

Algorithm: Skeincoin

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: SkeincoinUbuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KSE +/- 880.02, N = 3SE +/- 1356.26, N = 32094002085101. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Xmrig

Variant: Wownero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1MUbuntu 21.10 + Linux 5.15Ubuntu 21.104K8K12K16K20KSE +/- 6.03, N = 3SE +/- 14.16, N = 319138.519059.61. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Stress-NG

Test: Malloc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: MallocUbuntu 21.10 + Linux 5.15Ubuntu 21.10130M260M390M520M650MSE +/- 407272.05, N = 3SE +/- 310818.96, N = 3622292053.40619879641.771. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 21.10 + Linux 5.15Ubuntu 21.10200K400K600K800K1000KSE +/- 529.75, N = 3SE +/- 399.50, N = 310761401080320

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256Ubuntu 21.10 + Linux 5.15Ubuntu 21.108000M16000M24000M32000M40000MSE +/- 63835094.69, N = 3SE +/- 85432560.60, N = 336289852270361642702631. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ThoroughUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810SE +/- 0.0028, N = 3SE +/- 0.0094, N = 36.54506.56771. (CXX) g++ options: -O3 -flto -pthread

Cpuminer-Opt

Algorithm: Ringcoin

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: RingcoinUbuntu 21.10Ubuntu 21.10 + Linux 5.157001400210028003500SE +/- 46.58, N = 15SE +/- 38.34, N = 153390.463378.781. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

nginx

Concurrent Requests: 1

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1Ubuntu 21.10Ubuntu 21.10 + Linux 5.1511K22K33K44K55KSE +/- 432.80, N = 9SE +/- 385.67, N = 1552710.0352530.111. (CC) gcc options: -lcrypt -lz -O3 -march=native

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaUbuntu 21.10 + Linux 5.15Ubuntu 21.1050100150200250SE +/- 0.32, N = 3SE +/- 0.59, N = 3234.95235.75

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerUbuntu 21.10Ubuntu 21.10 + Linux 5.150.69981.39962.09942.79923.499SE +/- 0.00, N = 3SE +/- 0.00, N = 33.113.10MIN: 3.05 / MAX: 3.13MIN: 3.01 / MAX: 3.12

Cpuminer-Opt

Algorithm: Triple SHA-256, Onecoin

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: Triple SHA-256, OnecoinUbuntu 21.10 + Linux 5.15Ubuntu 21.10110K220K330K440K550KSE +/- 1780.96, N = 3SE +/- 526.67, N = 35080475065531. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Sysbench

Test: RAM / Memory

OpenBenchmarking.orgMiB/sec, More Is BetterSysbench 1.0.20Test: RAM / MemoryUbuntu 21.10Ubuntu 21.10 + Linux 5.152K4K6K8K10KSE +/- 12.34, N = 3SE +/- 29.24, N = 310278.2310249.841. (CC) gcc options: -O2 -funroll-loops -rdynamic -ldl -laio -lm

Stress-NG

Test: Semaphores

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: SemaphoresUbuntu 21.10 + Linux 5.15Ubuntu 21.10800K1600K2400K3200K4000KSE +/- 4849.41, N = 3SE +/- 15414.76, N = 33635712.183625859.101. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

Cpuminer-Opt

Algorithm: Quad SHA-256, Pyrite

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: Quad SHA-256, PyriteUbuntu 21.10Ubuntu 21.10 + Linux 5.1550K100K150K200K250KSE +/- 44.85, N = 3SE +/- 257.75, N = 32142672136901. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyUbuntu 21.10Ubuntu 21.10 + Linux 5.154080120160200162.67163.07

simdjson

Throughput Test: PartialTweets

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: PartialTweetsUbuntu 21.10 + Linux 5.15Ubuntu 21.100.94051.8812.82153.7624.7025SE +/- 0.00, N = 3SE +/- 0.01, N = 34.184.171. (CXX) g++ options: -O3

Mobile Neural Network

Model: mobilenetV3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3Ubuntu 21.10 + Linux 5.15Ubuntu 21.100.53441.06881.60322.13762.672SE +/- 0.034, N = 14SE +/- 0.037, N = 152.3702.375MIN: 2.11 / MAX: 5.91MIN: 2.15 / MAX: 5.631. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Google SynthMark

Test: VoiceMark_100

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Ubuntu 21.10 + Linux 5.15Ubuntu 21.102004006008001000SE +/- 0.47, N = 3SE +/- 1.66, N = 3816.31814.641. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

simdjson

Throughput Test: DistinctUserID

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: DistinctUserIDUbuntu 21.10 + Linux 5.15Ubuntu 21.101.11152.2233.33454.4465.5575SE +/- 0.01, N = 3SE +/- 0.00, N = 34.944.931. (CXX) g++ options: -O3

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.10Ubuntu 21.10 + Linux 5.151326395265SE +/- 0.04, N = 3SE +/- 0.11, N = 359.7959.91

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 21.10Ubuntu 21.10 + Linux 5.15714212835SE +/- 0.06, N = 3SE +/- 0.20, N = 331.4631.40MIN: 30.9 / MAX: 32.08MIN: 30.66 / MAX: 32.29

Cpuminer-Opt

Algorithm: Magi

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: MagiUbuntu 21.10 + Linux 5.15Ubuntu 21.1030060090012001500SE +/- 1.98, N = 3SE +/- 1.27, N = 31223.671221.381. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 21.10 + Linux 5.15Ubuntu 21.1060120180240300SE +/- 0.02, N = 3SE +/- 0.07, N = 3251.44251.85MIN: 251.22 / MAX: 253.43MIN: 251.62 / MAX: 252.411. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

AOM AV1

Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KUbuntu 21.10Ubuntu 21.10 + Linux 5.151122334455SE +/- 0.15, N = 3SE +/- 0.19, N = 346.8046.731. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.32.2VGR Performance MetricUbuntu 21.10Ubuntu 21.10 + Linux 5.1570K140K210K280K350K3495083490041. (CXX) g++ options: -std=c++11 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -ldl -lm

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10 + Linux 5.15Ubuntu 21.1014002800420056007000SE +/- 0.35, N = 3SE +/- 4.34, N = 36529.16520.21. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Cpuminer-Opt

Algorithm: LBC, LBRY Credits

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: LBC, LBRY CreditsUbuntu 21.10 + Linux 5.15Ubuntu 21.1015K30K45K60K75KSE +/- 288.46, N = 3SE +/- 158.75, N = 369163690701. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

libavif avifenc

Encoder Speed: 0

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 0Ubuntu 21.10 + Linux 5.15Ubuntu 21.101020304050SE +/- 0.14, N = 3SE +/- 0.04, N = 345.0745.121. (CXX) g++ options: -O3 -fPIC -lm

Stress-NG

Test: Glibc Qsort Data Sorting

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Glibc Qsort Data SortingUbuntu 21.10Ubuntu 21.10 + Linux 5.1580160240320400SE +/- 0.08, N = 3SE +/- 0.23, N = 3348.09347.751. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

Stress-NG

Test: Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Vector MathUbuntu 21.10 + Linux 5.15Ubuntu 21.1030K60K90K120K150KSE +/- 16.18, N = 3SE +/- 12.72, N = 3142690.55142582.121. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustiveUbuntu 21.10 + Linux 5.15Ubuntu 21.10612182430SE +/- 0.00, N = 3SE +/- 0.01, N = 324.0524.061. (CXX) g++ options: -O3 -flto -pthread

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 21.10Ubuntu 21.10 + Linux 5.15306090120150147.90147.98

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10 + Linux 5.15Ubuntu 21.1090K180K270K360K450KSE +/- 30.40, N = 3SE +/- 52.16, N = 3426052.9425838.41. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenFOAM

Input: Motorbike 30M

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MUbuntu 21.10 + Linux 5.15Ubuntu 21.10612182430SE +/- 0.06, N = 3SE +/- 0.07, N = 324.2124.221. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: CryptoUbuntu 21.10 + Linux 5.15Ubuntu 21.1014002800420056007000SE +/- 1.02, N = 3SE +/- 0.93, N = 36539.846537.911. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

Sysbench

Test: CPU

OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 1.0.20Test: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.1520K40K60K80K100KSE +/- 5.29, N = 3SE +/- 6.02, N = 3114579.76114562.031. (CC) gcc options: -O2 -funroll-loops -rdynamic -ldl -laio -lm

Stress-NG

Test: CPU Cache

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: CPU CacheUbuntu 21.10Ubuntu 21.10 + Linux 5.1520406080100SE +/- 1.52, N = 15SE +/- 1.59, N = 15105.97105.961. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.10Ubuntu 21.10 + Linux 5.150.17490.34980.52470.69960.8745SE +/- 0.00109, N = 3SE +/- 0.00218, N = 30.777250.77730

Natron

Input: Spaceship

OpenBenchmarking.orgFPS, More Is BetterNatron 2.4Input: SpaceshipUbuntu 21.10 + Linux 5.15Ubuntu 21.101.14752.2953.44254.595.7375SE +/- 0.00, N = 3SE +/- 0.07, N = 35.15.1

OSPray

Demo: Magnetic Reconnection - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerUbuntu 21.10 + Linux 5.15Ubuntu 21.10110220330440550SE +/- 0.00, N = 3SE +/- 0.00, N = 3500500MIN: 250MIN: 250

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerUbuntu 21.10 + Linux 5.15Ubuntu 21.103691215SE +/- 0.00, N = 3SE +/- 0.00, N = 310.5310.53MIN: 9.35 / MAX: 10.64MIN: 10.31 / MAX: 10.75

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisUbuntu 21.10 + Linux 5.15Ubuntu 21.10714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 328.5728.57MIN: 27.03MIN: 22.73 / MAX: 29.41

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisUbuntu 21.10 + Linux 5.15Ubuntu 21.10918273645SE +/- 0.47, N = 3SE +/- 0.47, N = 337.5137.51MIN: 34.48 / MAX: 40MIN: 35.71 / MAX: 40

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: LargeRandomUbuntu 21.10 + Linux 5.15Ubuntu 21.100.24980.49960.74940.99921.249SE +/- 0.00, N = 3SE +/- 0.00, N = 31.111.111. (CXX) g++ options: -O3

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: KostyaUbuntu 21.10 + Linux 5.15Ubuntu 21.100.72231.44462.16692.88923.6115SE +/- 0.00, N = 3SE +/- 0.00, N = 33.213.211. (CXX) g++ options: -O3

ONNX Runtime

Model: super-resolution-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: super-resolution-10 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.1013002600390052006500SE +/- 171.09, N = 12SE +/- 48.77, N = 12591450561. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: bertsquad-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: bertsquad-10 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10160320480640800SE +/- 20.02, N = 12SE +/- 8.70, N = 127516481. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnetUbuntu 21.10 + Linux 5.15Ubuntu 21.101.2512.5023.7535.0046.255SE +/- 0.25, N = 3SE +/- 0.05, N = 34.985.56MIN: 4.57 / MAX: 8.33MIN: 5.35 / MAX: 49.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazefaceUbuntu 21.10 + Linux 5.15Ubuntu 21.100.66831.33662.00492.67323.3415SE +/- 0.02, N = 3SE +/- 0.12, N = 32.742.97MIN: 2.67 / MAX: 3.22MIN: 2.7 / MAX: 104.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50Ubuntu 21.10Ubuntu 21.10 + Linux 5.15510152025SE +/- 0.42, N = 15SE +/- 0.39, N = 1420.7121.02MIN: 18.2 / MAX: 28.32MIN: 18.32 / MAX: 25.571. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Redis

Test: SET

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETUbuntu 21.10 + Linux 5.15Ubuntu 21.10500K1000K1500K2000K2500KSE +/- 39012.54, N = 15SE +/- 45756.31, N = 152195897.792148023.021. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 500 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read Write - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.15612182430SE +/- 0.44, N = 12SE +/- 0.24, N = 315.8924.171. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 500 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read WriteUbuntu 21.10Ubuntu 21.10 + Linux 5.157K14K21K28K35KSE +/- 916.28, N = 12SE +/- 204.70, N = 331750206881. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.153691215SE +/- 0.255, N = 12SE +/- 0.060, N = 36.3499.4441. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 250 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read WriteUbuntu 21.10Ubuntu 21.10 + Linux 5.159K18K27K36K45KSE +/- 1677.10, N = 12SE +/- 167.14, N = 340117264741. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

LuxCoreRender

Scene: Rainbow Colors and Prism - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.1548121620SE +/- 0.13, N = 15SE +/- 0.43, N = 1514.1114.10MIN: 11.99 / MAX: 14.83MIN: 10.13 / MAX: 16.63

Rodinia

Test: OpenMP HotSpot3D

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DUbuntu 21.10Ubuntu 21.10 + Linux 5.1520406080100SE +/- 1.29, N = 15SE +/- 1.39, N = 1579.4080.311. (CXX) g++ options: -O2 -lOpenCL

Phoronix Test Suite v10.8.4