AMD EPYC 7702 Linux 5.11

AMD EPYC 7702 64-Core testing with a ASRockRack EPYCD8 (P2.10 BIOS) and llvmpipe on Ubuntu 20.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2012245-HA-AMDEPYC7772
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Linux 5.10.2
December 22 2020
  18 Hours, 11 Minutes
Linux 5.11 Git
December 23 2020
  19 Hours, 32 Minutes
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AMD EPYC 7702 Linux 5.11OpenBenchmarking.orgPhoronix Test SuiteAMD EPYC 7702 64-Core @ 2.00GHz (64 Cores / 128 Threads)ASRockRack EPYCD8 (P2.10 BIOS)AMD Starship/Matisse126GB280GB INTEL SSDPED1D280GAllvmpipeAMD Starship/MatisseVE2282 x Intel I350Ubuntu 20.105.10.2-051002-generic (x86_64)5.10.0-051000daily20201222-generic (x86_64)GNOME Shell 3.38.1X Server 1.20.9modesetting 1.20.94.5 Mesa 20.2.1 (LLVM 11.0.0 256 bits)GCC 10.2.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelsDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionAMD EPYC 7702 Linux 5.11 BenchmarksSystem Logs- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --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-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 - NONE / errors=remount-ro,relatime,rw / Block Size: 4096- Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x830101c - Python 3.8.6- 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

Linux 5.10.2 vs. Linux 5.11 Git ComparisonPhoronix Test SuiteBaseline+13.7%+13.7%+27.4%+27.4%+41.1%+41.1%54.8%54.7%24.8%22.5%14.9%14.9%13.1%13%7.6%7.6%7.5%6.2%6%5.8%5.3%5.2%5.1%4.8%4.6%4.2%4.2%4.2%4.1%4.1%4%3.5%3.5%3.4%3.1%3%2.5%2.1%2.1%2%100 - 100 - Read Write100 - 100 - Read Write - Average LatencyTCP - Connections/s - 6439.9%Memorial33.6%Bosphorus 1080p - Ultra Fast25.7%100 - 50 - Read Write - Average Latency100 - 50 - Read WriteSan Miguel - SciVis21.2%100 - 250 - Read Write100 - 250 - Read Write - Average LatencyRand Write - IO_uring - No - Yes - 4KB14.2%Bosphorus 4K14%NASA Streamlines - SciVis13.9%50013.9%1 - 250 - Read Write1 - 250 - Read Write - Average LatencyHTTP - Bandwidth - 6412.8%GET9.2%HTTP - Bandwidth - 19.2%M.R - SciVis9%C.B.S.A - f32 - CPU1 - 50 - Read Write1 - 50 - Read Write - Average LatencyI.R.V7.4%D.I.S6.6%4 - 10000 - 2,5000,1 - 100006.6%NASNet Mobile6.3%Time To CompileD.B.s - f32 - CPU6.1%Rand Fill64 - 10000 - 2,5000,1 - 100005.9%256TCP - Latency - 645.6%Device AI Score5.6%T.T.F.S.SSeq FillCPU - mobilenet512Mobilenet Float4.4%100 - 250 - Read OnlyRand Fill Sync100 - 250 - Read Only - Average Latency1 - 100 - Read Write - Average Latency1 - 100 - Read WriteCPU - yolov4-tinySET3.9%D.T.S3.9%TCP - Latency - 13.9%Bosphorus 4K - Medium3.8%5201 - 10 Seconds - TCP - 643.6%IP Shapes 1D - f32 - CPUIP Shapes 3D - f32 - CPURand Read - IO_uring - No - Yes - 4KB3.5%M.M.B.S.T - f32 - CPUTotal Time3.3%CPU - resnet50R.N.N.T - f32 - CPUWrite2.7%5201 - 10 Seconds - TCP - 322.5%R.N.N.I - f32 - CPU2.5%Inception V4CPU - alexnet2.2%N.2.3.C.F.R2.2%Mobilenet Quant2.1%Bosphorus 4K - Ultra FastRand Read5201 - 10 Seconds - TCP - 12.1%CPU - googlenetPostgreSQL pgbenchPostgreSQL pgbenchEthrIntel Open Image DenoiseKvazaarPostgreSQL pgbenchPostgreSQL pgbenchOSPrayPostgreSQL pgbenchPostgreSQL pgbenchFlexible IO Testerx265OSPrayApache SiegePostgreSQL pgbenchPostgreSQL pgbenchEthrRedisEthrOSPrayoneDNNPostgreSQL pgbenchPostgreSQL pgbenchTensorFlow LiteAI Benchmark AlphaInfluxDBTensorFlow LiteTimed GDB GNU Debugger CompilationoneDNNFacebook RocksDBInfluxDBMariaDBEthrAI Benchmark AlphaYafaRayFacebook RocksDBNCNNMariaDBNode.js V8 Web Tooling BenchmarkTensorFlow LitePostgreSQL pgbenchFacebook RocksDBPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchNCNNRedisAI Benchmark AlphaEthrKvazaariPerfoneDNNoneDNNFlexible IO TesteroneDNNStockfishNCNNoneDNNBlogBenchiPerfoneDNNTensorFlow LiteNCNNFFTETensorFlow LiteKvazaarFacebook RocksDBiPerfNCNNLinux 5.10.2Linux 5.11 Git

AMD EPYC 7702 Linux 5.11pgbench: 100 - 100 - Read Writepgbench: 100 - 100 - Read Write - Average Latencyethr: TCP - Connections/s - 64oidn: Memorialospray: San Miguel - SciVispgbench: 100 - 250 - Read Writepgbench: 100 - 250 - Read Write - Average Latencyfio: Rand Write - IO_uring - No - Yes - 4KB - Default Test Directoryx265: Bosphorus 4Kapache-siege: 500ethr: HTTP - Bandwidth - 64ethr: HTTP - Bandwidth - 1ospray: Magnetic Reconnection - SciVisonednn: Convolution Batch Shapes Auto - f32 - CPUpgbench: 1 - 50 - Read Writepgbench: 1 - 50 - Read Write - Average Latencytensorflow-lite: Inception ResNet V2ai-benchmark: Device Inference Scoreinfluxdb: 4 - 10000 - 2,5000,1 - 10000tensorflow-lite: NASNet Mobilebuild-gdb: Time To Compileonednn: Deconvolution Batch shapes_3d - f32 - CPUrocksdb: Rand Fillinfluxdb: 64 - 10000 - 2,5000,1 - 10000mysqlslap: 256ethr: TCP - Latency - 64ai-benchmark: Device AI Scoreyafaray: Total Time For Sample Scenerocksdb: Seq Fillmysqlslap: 512node-web-tooling: tensorflow-lite: Mobilenet Floatpgbench: 100 - 250 - Read Onlyrocksdb: Rand Fill Syncpgbench: 100 - 250 - Read Only - Average Latencypgbench: 1 - 100 - Read Write - Average Latencypgbench: 1 - 100 - Read Writencnn: CPU - yolov4-tinyai-benchmark: Device Training Scoreethr: TCP - Latency - 1kvazaar: Bosphorus 4K - Mediumiperf: 5201 - 10 Seconds - TCP - 64onednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUfio: Rand Read - IO_uring - No - Yes - 4KB - Default Test Directoryonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUstockfish: Total Timencnn: CPU - resnet50onednn: Recurrent Neural Network Training - f32 - CPUblogbench: Writeiperf: 5201 - 10 Seconds - TCP - 32onednn: Recurrent Neural Network Inference - f32 - CPUffte: N=256, 3D Complex FFT Routinetensorflow-lite: Mobilenet Quantkvazaar: Bosphorus 4K - Ultra Fastrocksdb: Rand Readiperf: 5201 - 10 Seconds - TCP - 1compress-lz4: 9 - Compression Speedncnn: CPU - resnet18onednn: Deconvolution Batch shapes_1d - f32 - CPUsimdjson: DistinctUserIDpgbench: 1 - 50 - Read Only - Average Latencyapache-siege: 200keydb: clomp: Static OMP Speeduppgbench: 100 - 50 - Read Onlypgbench: 100 - 100 - Read Only - Average Latencyblender: BMW27 - CPU-Onlypgbench: 100 - 100 - Read Onlymysqlslap: 64compress-zstd: 3fio: Seq Write - IO_uring - No - Yes - 2MB - Default Test Directoryethr: TCP - Connections/s - 1pgbench: 100 - 50 - Read Only - Average Latencyethr: TCP - Bandwidth - 64ecp-candle: P3B1lczero: BLASkvazaar: Bosphorus 4K - Very Fastbuild-eigen: Time To Compileincompact3d: Cylinderkvazaar: Bosphorus 1080p - Mediumcompress-zstd: 19ncnn: CPU - vgg16himeno: Poisson Pressure Solverkvazaar: Bosphorus 1080p - Very Fastpgbench: 1 - 50 - Read Onlyastcenc: Mediumpgbench: 1 - 100 - Read Only - Average Latencyecp-candle: P3B2x265: Bosphorus 1080pncnn: CPU - squeezenet_ssdrocksdb: Read While Writingecp-candle: P1B2apache-siege: 250sqlite-speedtest: Timed Time - Size 1,000basis: UASTC Level 3pgbench: 1 - 100 - Read Onlytnn: CPU - MobileNet v2openvkl: vklBenchmarkcompress-lz4: 1 - Compression Speedblender: Classroom - CPU-Onlywebp: Quality 100, Losslessembree: Pathtracer - Asian Dragoncompress-lz4: 1 - Decompression Speedethr: UDP - Bandwidth - 64build2: Time To Compilencnn: CPU - regnety_400mwebp: Defaulttensorflow-lite: SqueezeNetmrbayes: Primate Phylogeny Analysisv-ray: CPUbasis: UASTC Level 2indigobench: CPU - Bedroomospray: San Miguel - Path Tracerembree: Pathtracer - Crownfio: Seq Read - IO_uring - No - Yes - 2MB - Default Test Directorymysqlslap: 128pgbench: 1 - 250 - Read Onlywebp: Quality 100hint: FLOATnamd: ATPase Simulation - 327,506 Atomscompress-lz4: 3 - Compression Speedblender: Pabellon Barcelona - CPU-Onlydolfyn: Computational Fluid Dynamicsblender: Fishy Cat - CPU-Onlywebp: Quality 100, Lossless, Highest Compressioncompress-lz4: 9 - Decompression Speedembree: Pathtracer ISPC - Crownencode-ape: WAV To APEbuild-ffmpeg: Time To Compileindigobench: CPU - Supercarblender: Barbershop - CPU-Onlyhpcg: hmmer: Pfam Database Searchnumpy: encode-wavpack: WAV To WavPackrnnoise: build-llvm: Time To Compileencode-opus: WAV To Opus Encodetnn: CPU - SqueezeNet v1.1build-linux-kernel: Time To Compileastcenc: Exhaustivebyte: Dhrystone 2embree: Pathtracer ISPC - Asian Dragonblogbench: Readcompress-lz4: 3 - Decompression Speedfio: Seq Write - IO_uring - No - Yes - 2MB - Default Test Directoryfio: Seq Read - IO_uring - No - Yes - 2MB - Default Test Directoryfio: Rand Write - IO_uring - No - Yes - 4KB - Default Test Directoryfio: Rand Read - IO_uring - No - Yes - 4KB - Default Test Directoryastcenc: Thoroughastcenc: Fastpgbench: 1 - 250 - Read Only - Average Latencyospray: Magnetic Reconnection - Path Tracerospray: NASA Streamlines - Path Tracerospray: XFrog Forest - Path Tracerospray: XFrog Forest - SciVissimdjson: PartialTweetssimdjson: LargeRandwebp: Quality 100, Highest Compressioniperf: 5201 - 10 Seconds - UDP - 64iperf: 5201 - 10 Seconds - UDP - 32iperf: 5201 - 10 Seconds - UDP - 1ncnn: CPU - mnasnetncnn: CPU - shufflenet-v2ncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - alexnetncnn: CPU - googlenetncnn: CPU - blazefacencnn: CPU - efficientnet-b0ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - mobilenetredis: SETredis: GETpgbench: 100 - 50 - Read Write - Average Latencypgbench: 100 - 50 - Read Writepgbench: 1 - 250 - Read Write - Average Latencypgbench: 1 - 250 - Read Writetensorflow-lite: Inception V4kvazaar: Bosphorus 1080p - Ultra Fastospray: NASA Streamlines - SciVisLinux 5.10.2Linux 5.11 Git400692.5004249726.0355.56471845.31736300017.8342229.861910.35540.28402.49194322515.5147274601714615400.1100573.2132.3332.834523057791053828.545027.63269867.3723161374587.5635842.87257642051220.34636.075277744.0998427.719.24388531.641322.280503440000.55193910053264044.902272.464299536110953.017165890.8823121437873.742.991934809103850444.8520.582.250640.590.06036679.62368951.5457.56852480.13441.117490179608147.4213851200.073162755.11111111888.602251121.43101.422228.49175036.97145.050.933815.55189792.438363766.620.1121169.60632.8634.80797912144.85637215.6779.15319.211897527358.921407.619467.77110.9521.06052.348810979.8100384.22222222279.327119.131.77761162.3116.2175898313.5438.6934.9249.1766260754010359702.855289027598.968820.4936946.41123.7320.78257.8543.11910174.747.170914.39520.97218.643163.7717.3190197.513297.5316.02423.346240.6719.275303.56630.12745.4034094627.051.1045130390110236.96.255.700.24225016.675.9210.990.570.339.41967.133.61.0514.4537.118.6627.1720.4939.641327784.571783246.161.25940473117.6562154898756192.4476.92620171.6163037719.4945.83542224.62731800015.6437085.821693.68494.9236.712.31503346914.4317814641608577350.0106946124.5603.00680323973995181.447629.18255563.9583324334807.9137432.47565892138220.33234.650289042.3894728.788.90374901.585252.202783323330.5337259733283443.552206.744186035218976.763162384.7967995538685.843.901975445333772444.0120.972.289610.580.06136097.51374729.4658.46749270.13241.727600469748033.7216850500.074160576.22222222876.829254421.19100.334226.06313136.58146.550.443852.41471091.578287216.560.1111180.13732.5734.55792232344.56537449.1478.66019.093902955361.089410.049411.68111.6020.93852.059310923.6100864.4444444478.979119.621.77060929.8116.5825916013.5048.6694.9149.0787261254110378652.850289511572.005120.4930346.47123.8820.80557.9143.07810184.247.128014.40820.95518.658163.6617.3291197.405297.3916.03123.336240.7559.278303.47030.13445.3934088055.151.0950130408310237.610811303124212986.255.700.24225016.675.9210.990.570.339.41967.133.61.0521.6917.8123.1914.7736.378.6127.1420.5137.711277766.081633435.561.00949579104.1112437877016153.0467.55OpenBenchmarking.org

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read WriteLinux 5.10.2Linux 5.11 Git13K26K39K52K65KSE +/- 70.13, N = 3SE +/- 55.23, N = 340069620171. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average LatencyLinux 5.10.2Linux 5.11 Git0.56251.1251.68752.252.8125SE +/- 0.004, N = 3SE +/- 0.001, N = 32.5001.6161. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Ethr

Ethr is a cross-platform Golang-written network performance measurement tool developed by Microsoft that is capable of testing multiple protocols and different measurements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgConnections/sec, More Is BetterEthr 2019-01-02Server Address: localhost - Protocol: TCP - Test: Connections/s - Threads: 64Linux 5.10.2Linux 5.11 Git9K18K27K36K45KSE +/- 715.41, N = 3SE +/- 200.03, N = 34249730377

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialLinux 5.10.2Linux 5.11 Git612182430SE +/- 0.02, N = 3SE +/- 0.00, N = 326.0319.49

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisLinux 5.10.2Linux 5.11 Git1224364860SE +/- 0.00, N = 15SE +/- 0.59, N = 1555.5645.83MIN: 52.63 / MAX: 62.5MIN: 37.04 / MAX: 55.56

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteLinux 5.10.2Linux 5.11 Git12K24K36K48K60KSE +/- 108.81, N = 3SE +/- 148.55, N = 347184542221. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyLinux 5.10.2Linux 5.11 Git1.19632.39263.58894.78525.9815SE +/- 0.014, N = 3SE +/- 0.012, N = 35.3174.6271. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Flexible IO Tester

FIO, the Flexible I/O Tester, is an advanced Linux disk benchmark supporting multiple I/O engines and a wealth of options. FIO was written by Jens Axboe for testing of the Linux I/O subsystem and schedulers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.25Type: Random Write - Engine: IO_uring - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test DirectoryLinux 5.10.2Linux 5.11 Git80K160K240K320K400KSE +/- 3605.55, N = 3SE +/- 4041.45, N = 33630003180001. (CC) gcc options: -rdynamic -ll -lnuma -lrt -lz -lpthread -lm -ldl -laio -lcurl -lssl -lcrypto -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KLinux 5.10.2Linux 5.11 Git48121620SE +/- 0.10, N = 3SE +/- 0.01, N = 317.8315.641. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Apache Siege

This is a test of the Apache web server performance being facilitated by the Siege web server benchmark program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTransactions Per Second, More Is BetterApache Siege 2.4.29Concurrent Users: 500Linux 5.10.2Linux 5.11 Git9K18K27K36K45KSE +/- 510.52, N = 15SE +/- 491.70, N = 342229.8637085.821. (CC) gcc options: -O2 -lpthread -ldl -lssl -lcrypto

Ethr

Ethr is a cross-platform Golang-written network performance measurement tool developed by Microsoft that is capable of testing multiple protocols and different measurements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbits/sec, More Is BetterEthr 2019-01-02Server Address: localhost - Protocol: HTTP - Test: Bandwidth - Threads: 64Linux 5.10.2Linux 5.11 Git400800120016002000SE +/- 3.87, N = 3SE +/- 4.48, N = 31910.351693.68MIN: 1780 / MAX: 2000MIN: 1540 / MAX: 1800

OpenBenchmarking.orgMbits/sec, More Is BetterEthr 2019-01-02Server Address: localhost - Protocol: HTTP - Test: Bandwidth - Threads: 1Linux 5.10.2Linux 5.11 Git120240360480600SE +/- 1.90, N = 3SE +/- 6.82, N = 3540.28494.92MIN: 510.46 / MAX: 553.47MIN: 443.78 / MAX: 537.86

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisLinux 5.10.2Linux 5.11 Git918273645SE +/- 0.33, N = 440.0036.71MIN: 38.46MIN: 31.25 / MAX: 40

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPULinux 5.10.2Linux 5.11 Git0.56071.12141.68212.24282.8035SE +/- 0.02807, N = 3SE +/- 0.02725, N = 152.491942.31503MIN: 2.38MIN: 2.11. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read WriteLinux 5.10.2Linux 5.11 Git7001400210028003500SE +/- 27.10, N = 3SE +/- 45.00, N = 5322534691. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average LatencyLinux 5.10.2Linux 5.11 Git48121620SE +/- 0.13, N = 3SE +/- 0.19, N = 515.5114.431. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.10.2Linux 5.11 Git200K400K600K800K1000KSE +/- 8809.12, N = 3SE +/- 8742.74, N = 15727460781464

AI Benchmark Alpha

AI Benchmark Alpha is a Python library for evaluating artificial intelligence (AI) performance on diverse hardware platforms and relies upon the TensorFlow machine learning library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreLinux 5.10.2Linux 5.11 Git40080012001600200017141608

InfluxDB

This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.10.2Linux 5.11 Git130K260K390K520K650KSE +/- 697.15, N = 3SE +/- 62.87, N = 3615400.1577350.0

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.10.2Linux 5.11 Git20K40K60K80K100KSE +/- 945.46, N = 15SE +/- 1189.23, N = 15100573.2106946.0

Timed GDB GNU Debugger Compilation

This test times how long it takes to build the GNU Debugger (GDB) in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileLinux 5.10.2Linux 5.11 Git306090120150SE +/- 0.37, N = 3SE +/- 0.21, N = 3132.33124.56

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPULinux 5.10.2Linux 5.11 Git0.67651.3532.02952.7063.3825SE +/- 0.02719, N = 3SE +/- 0.01141, N = 32.834523.00680MIN: 2.68MIN: 2.691. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random FillLinux 5.10.2Linux 5.11 Git70K140K210K280K350KSE +/- 544.00, N = 3SE +/- 1165.37, N = 33057793239731. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

InfluxDB

This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.10.2Linux 5.11 Git200K400K600K800K1000KSE +/- 7879.99, N = 3SE +/- 12325.27, N = 31053828.5995181.4

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 256Linux 5.10.2Linux 5.11 Git100200300400500SE +/- 0.31, N = 3SE +/- 0.67, N = 34504761. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -laio -lnuma -lcrypt -lz -lm -lssl -lcrypto -ldl

Ethr

Ethr is a cross-platform Golang-written network performance measurement tool developed by Microsoft that is capable of testing multiple protocols and different measurements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterEthr 2019-01-02Server Address: localhost - Protocol: TCP - Test: Latency - Threads: 64Linux 5.10.2Linux 5.11 Git714212835SE +/- 0.35, N = 3SE +/- 0.06, N = 327.6329.18MIN: 10.86 / MAX: 35.5MIN: 24.4 / MAX: 36.26

AI Benchmark Alpha

AI Benchmark Alpha is a Python library for evaluating artificial intelligence (AI) performance on diverse hardware platforms and relies upon the TensorFlow machine learning library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreLinux 5.10.2Linux 5.11 Git600120018002400300026982555

YafaRay

YafaRay is an open-source physically based montecarlo ray-tracing engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneLinux 5.10.2Linux 5.11 Git1530456075SE +/- 0.66, N = 15SE +/- 0.25, N = 367.3763.961. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Sequential FillLinux 5.10.2Linux 5.11 Git70K140K210K280K350KSE +/- 258.95, N = 3SE +/- 392.15, N = 33161373324331. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 512Linux 5.10.2Linux 5.11 Git100200300400500SE +/- 0.67, N = 3SE +/- 0.66, N = 34584801. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -laio -lnuma -lcrypt -lz -lm -lssl -lcrypto -ldl

Node.js V8 Web Tooling Benchmark

Running the V8 project's Web-Tooling-Benchmark under Node.js. The Web-Tooling-Benchmark stresses JavaScript-related workloads common to web developers like Babel and TypeScript and Babylon. This test profile can test the system's JavaScript performance with Node.js. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkLinux 5.10.2Linux 5.11 Git246810SE +/- 0.10, N = 3SE +/- 0.02, N = 37.567.911. Nodejs v12.18.2

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatLinux 5.10.2Linux 5.11 Git8K16K24K32K40KSE +/- 372.43, N = 3SE +/- 441.55, N = 1535842.837432.4

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyLinux 5.10.2Linux 5.11 Git160K320K480K640K800KSE +/- 6769.94, N = 3SE +/- 9148.67, N = 57257647565891. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random Fill SyncLinux 5.10.2Linux 5.11 Git50K100K150K200K250KSE +/- 674.13, N = 3SE +/- 431.46, N = 32051222138221. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyLinux 5.10.2Linux 5.11 Git0.07790.15580.23370.31160.3895SE +/- 0.003, N = 3SE +/- 0.004, N = 50.3460.3321. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average LatencyLinux 5.10.2Linux 5.11 Git816243240SE +/- 0.11, N = 3SE +/- 0.19, N = 336.0834.651. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read WriteLinux 5.10.2Linux 5.11 Git6001200180024003000SE +/- 7.98, N = 3SE +/- 15.73, N = 3277728901. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyLinux 5.10.2Linux 5.11 Git1020304050SE +/- 0.51, N = 12SE +/- 0.30, N = 1244.0942.38MIN: 40.24 / MAX: 484.5MIN: 39.66 / MAX: 300.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

AI Benchmark Alpha

AI Benchmark Alpha is a Python library for evaluating artificial intelligence (AI) performance on diverse hardware platforms and relies upon the TensorFlow machine learning library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreLinux 5.10.2Linux 5.11 Git2004006008001000984947

Ethr

Ethr is a cross-platform Golang-written network performance measurement tool developed by Microsoft that is capable of testing multiple protocols and different measurements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterEthr 2019-01-02Server Address: localhost - Protocol: TCP - Test: Latency - Threads: 1Linux 5.10.2Linux 5.11 Git714212835SE +/- 0.07, N = 3SE +/- 0.04, N = 327.7128.78MIN: 10.95 / MAX: 37.28MIN: 23.95 / MAX: 35.69

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: MediumLinux 5.10.2Linux 5.11 Git3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 39.248.901. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

iPerf

iPerf is a network bandwidth throughput testing software. This test profile is used for automated testing of an iperf client and requires you have access to an iperf server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbits/sec, More Is BetteriPerf 3.7Server Address: localhost - Server Port: 5201 - Duration: 10 Seconds - Test: TCP - Parallel: 64Linux 5.10.2Linux 5.11 Git8K16K24K32K40KSE +/- 326.95, N = 3SE +/- 125.92, N = 338853374901. (CC) gcc options: -O3 -march=native -lssl -lcrypto -lm

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPULinux 5.10.2Linux 5.11 Git0.36930.73861.10791.47721.8465SE +/- 0.02008, N = 6SE +/- 0.00489, N = 31.641321.58525MIN: 1.48MIN: 1.51. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPULinux 5.10.2Linux 5.11 Git0.51311.02621.53932.05242.5655SE +/- 0.00516, N = 3SE +/- 0.02757, N = 52.280502.20278MIN: 2.19MIN: 2.051. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Flexible IO Tester

FIO, the Flexible I/O Tester, is an advanced Linux disk benchmark supporting multiple I/O engines and a wealth of options. FIO was written by Jens Axboe for testing of the Linux I/O subsystem and schedulers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.25Type: Random Read - Engine: IO_uring - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test DirectoryLinux 5.10.2Linux 5.11 Git70K140K210K280K350KSE +/- 2886.75, N = 3SE +/- 4255.72, N = 33440003323331. (CC) gcc options: -rdynamic -ll -lnuma -lrt -lz -lpthread -lm -ldl -laio -lcurl -lssl -lcrypto -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPULinux 5.10.2Linux 5.11 Git0.12420.24840.37260.49680.621SE +/- 0.007913, N = 3SE +/- 0.004029, N = 30.5519390.533725MIN: 0.51MIN: 0.511. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Stockfish

This is a test of Stockfish, an advanced C++11 chess benchmark that can scale up to 128 CPU cores. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 12Total TimeLinux 5.10.2Linux 5.11 Git20M40M60M80M100MSE +/- 1682844.67, N = 3SE +/- 993423.39, N = 3100532640973328341. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -msse4.1 -mssse3 -msse2 -flto -flto=jobserver

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Linux 5.10.2Linux 5.11 Git1020304050SE +/- 0.53, N = 12SE +/- 0.39, N = 1244.9043.55MIN: 40.6 / MAX: 52.97MIN: 39.63 / MAX: 66.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPULinux 5.10.2Linux 5.11 Git5001000150020002500SE +/- 2.54, N = 3SE +/- 2.88, N = 32272.462206.74MIN: 2258.16MIN: 2186.041. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

BlogBench

BlogBench is designed to replicate the load of a real-world busy file server by stressing the file-system with multiple threads of random reads, writes, and rewrites. The behavior is mimicked of that of a blog by creating blogs with content and pictures, modifying blog posts, adding comments to these blogs, and then reading the content of the blogs. All of these blogs generated are created locally with fake content and pictures. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: WriteLinux 5.10.2Linux 5.11 Git9K18K27K36K45KSE +/- 84.40, N = 3SE +/- 198.23, N = 342995418601. (CC) gcc options: -O2 -pthread

iPerf

iPerf is a network bandwidth throughput testing software. This test profile is used for automated testing of an iperf client and requires you have access to an iperf server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbits/sec, More Is BetteriPerf 3.7Server Address: localhost - Server Port: 5201 - Duration: 10 Seconds - Test: TCP - Parallel: 32Linux 5.10.2Linux 5.11 Git8K16K24K32K40KSE +/- 526.87, N = 3SE +/- 9.54, N = 336110352181. (CC) gcc options: -O3 -march=native -lssl -lcrypto -lm

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPULinux 5.10.2Linux 5.11 Git2004006008001000SE +/- 11.69, N = 15SE +/- 11.39, N = 15953.02976.76MIN: 870.07MIN: 903.961. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

FFTE

FFTE is a package by Daisuke Takahashi to compute Discrete Fourier Transforms of 1-, 2- and 3- dimensional sequences of length (2^p)*(3^q)*(5^r). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineLinux 5.10.2Linux 5.11 Git40K80K120K160K200KSE +/- 2418.06, N = 3SE +/- 2518.16, N = 3165890.88162384.801. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantLinux 5.10.2Linux 5.11 Git8K16K24K32K40KSE +/- 511.03, N = 3SE +/- 465.80, N = 1237873.738685.8

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra FastLinux 5.10.2Linux 5.11 Git1020304050SE +/- 0.08, N = 3SE +/- 0.09, N = 342.9943.901. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random ReadLinux 5.10.2Linux 5.11 Git40M80M120M160M200MSE +/- 1934294.32, N = 15SE +/- 1745298.00, N = 151934809101975445331. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

iPerf

iPerf is a network bandwidth throughput testing software. This test profile is used for automated testing of an iperf client and requires you have access to an iperf server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbits/sec, More Is BetteriPerf 3.7Server Address: localhost - Server Port: 5201 - Duration: 10 Seconds - Test: TCP - Parallel: 1Linux 5.10.2Linux 5.11 Git8K16K24K32K40KSE +/- 170.09, N = 3SE +/- 318.15, N = 338504377241. (CC) gcc options: -O3 -march=native -lssl -lcrypto -lm

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedLinux 5.10.2Linux 5.11 Git1020304050SE +/- 0.74, N = 3SE +/- 0.08, N = 344.8544.011. (CC) gcc options: -O3

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Linux 5.10.2Linux 5.11 Git510152025SE +/- 0.14, N = 12SE +/- 0.17, N = 1220.5820.97MIN: 19.16 / MAX: 26.63MIN: 19.4 / MAX: 27.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPULinux 5.10.2Linux 5.11 Git0.51521.03041.54562.06082.576SE +/- 0.03762, N = 3SE +/- 0.03688, N = 32.250642.28961MIN: 2.02MIN: 2.061. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: DistinctUserIDLinux 5.10.2Linux 5.11 Git0.13280.26560.39840.53120.664SE +/- 0.00, N = 3SE +/- 0.00, N = 30.590.581. (CXX) g++ options: -O3 -pthread

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average LatencyLinux 5.10.2Linux 5.11 Git0.01370.02740.04110.05480.0685SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0600.0611. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Apache Siege

This is a test of the Apache web server performance being facilitated by the Siege web server benchmark program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTransactions Per Second, More Is BetterApache Siege 2.4.29Concurrent Users: 200Linux 5.10.2Linux 5.11 Git8K16K24K32K40KSE +/- 76.79, N = 3SE +/- 229.80, N = 336679.6236097.511. (CC) gcc options: -O2 -lpthread -ldl -lssl -lcrypto

KeyDB

A benchmark of KeyDB as a multi-threaded fork of the Redis server. The KeyDB benchmark is conducted using memtier-benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Linux 5.10.2Linux 5.11 Git80K160K240K320K400KSE +/- 3030.37, N = 13SE +/- 3936.16, N = 3368951.54374729.461. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

CLOMP

CLOMP is the C version of the Livermore OpenMP benchmark developed to measure OpenMP overheads and other performance impacts due to threading in order to influence future system designs. This particular test profile configuration is currently set to look at the OpenMP static schedule speed-up across all available CPU cores using the recommended test configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupLinux 5.10.2Linux 5.11 Git1326395265SE +/- 0.62, N = 3SE +/- 0.38, N = 357.558.41. (CC) gcc options: -fopenmp -O3 -lm

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read OnlyLinux 5.10.2Linux 5.11 Git150K300K450K600K750KSE +/- 4175.78, N = 3SE +/- 3054.22, N = 36852486749271. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average LatencyLinux 5.10.2Linux 5.11 Git0.03020.06040.09060.12080.151SE +/- 0.000, N = 3SE +/- 0.001, N = 30.1340.1321. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: CPU-OnlyLinux 5.10.2Linux 5.11 Git1020304050SE +/- 0.05, N = 3SE +/- 0.31, N = 341.1141.72

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read OnlyLinux 5.10.2Linux 5.11 Git160K320K480K640K800KSE +/- 2889.01, N = 3SE +/- 3069.22, N = 37490177600461. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 64Linux 5.10.2Linux 5.11 Git2004006008001000SE +/- 0.92, N = 3SE +/- 1.38, N = 39609741. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -laio -lnuma -lcrypt -lz -lm -lssl -lcrypto -ldl

Zstd Compression

This test measures the time needed to compress a sample file (an Ubuntu ISO) using Zstd compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Linux 5.10.2Linux 5.11 Git2K4K6K8K10KSE +/- 29.74, N = 3SE +/- 27.51, N = 38147.48033.71. (CC) gcc options: -O3 -pthread -lz -llzma

Flexible IO Tester

FIO, the Flexible I/O Tester, is an advanced Linux disk benchmark supporting multiple I/O engines and a wealth of options. FIO was written by Jens Axboe for testing of the Linux I/O subsystem and schedulers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 3.25Type: Sequential Write - Engine: IO_uring - Buffered: No - Direct: Yes - Block Size: 2MB - Disk Target: Default Test DirectoryLinux 5.10.2Linux 5.11 Git5001000150020002500SE +/- 13.09, N = 3SE +/- 4.93, N = 3213821681. (CC) gcc options: -rdynamic -ll -lnuma -lrt -lz -lpthread -lm -ldl -laio -lcurl -lssl -lcrypto -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native

Ethr

Ethr is a cross-platform Golang-written network performance measurement tool developed by Microsoft that is capable of testing multiple protocols and different measurements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgConnections/sec, More Is BetterEthr 2019-01-02Server Address: localhost - Protocol: TCP - Test: Connections/s - Threads: 1Linux 5.10.2Linux 5.11 Git11002200330044005500SE +/- 32.15, N = 3SE +/- 10.00, N = 351205050

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average LatencyLinux 5.10.2Linux 5.11 Git0.01670.03340.05010.06680.0835SE +/- 0.001, N = 3SE +/- 0.000, N = 30.0730.0741. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Ethr

Ethr is a cross-platform Golang-written network performance measurement tool developed by Microsoft that is capable of testing multiple protocols and different measurements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbits/sec, More Is BetterEthr 2019-01-02Server Address: localhost - Protocol: TCP - Test: Bandwidth - Threads: 64Linux 5.10.2Linux 5.11 Git30K60K90K120K150KSE +/- 71.49, N = 3SE +/- 65.27, N = 3162755.11160576.22MIN: 160640 / MAX: 163900MIN: 158660 / MAX: 161990

ECP-CANDLE

The CANDLE benchmark codes implement deep learning architectures relevant to problems in cancer. These architectures address problems at different biological scales, specifically problems at the molecular, cellular and population scales. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterECP-CANDLE 0.3Benchmark: P3B1Linux 5.10.2Linux 5.11 Git2004006008001000888.60876.83

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASLinux 5.10.2Linux 5.11 Git5001000150020002500SE +/- 16.19, N = 3SE +/- 24.66, N = 3251125441. (CXX) g++ options: -flto -pthread

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very FastLinux 5.10.2Linux 5.11 Git510152025SE +/- 0.04, N = 3SE +/- 0.02, N = 321.4321.191. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Timed Eigen Compilation

This test times how long it takes to build all Eigen examples. The Eigen examples are compiled serially. Eigen is a C++ template library for linear algebra. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To CompileLinux 5.10.2Linux 5.11 Git20406080100SE +/- 0.01, N = 3SE +/- 0.04, N = 3101.42100.33

Incompact3D

Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterIncompact3D 2020-09-17Input: CylinderLinux 5.10.2Linux 5.11 Git50100150200250SE +/- 0.78, N = 3SE +/- 0.79, N = 3228.49226.061. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: MediumLinux 5.10.2Linux 5.11 Git918273645SE +/- 0.06, N = 3SE +/- 0.12, N = 336.9736.581. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Zstd Compression

This test measures the time needed to compress a sample file (an Ubuntu ISO) using Zstd compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Linux 5.10.2Linux 5.11 Git306090120150SE +/- 0.40, N = 3SE +/- 0.72, N = 3145.0146.51. (CC) gcc options: -O3 -pthread -lz -llzma

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Linux 5.10.2Linux 5.11 Git1122334455SE +/- 0.31, N = 12SE +/- 0.46, N = 1250.9350.44MIN: 43.23 / MAX: 236.86MIN: 44.49 / MAX: 107.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverLinux 5.10.2Linux 5.11 Git8001600240032004000SE +/- 35.09, N = 3SE +/- 7.72, N = 33815.553852.411. (CC) gcc options: -O3 -mavx2

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very FastLinux 5.10.2Linux 5.11 Git20406080100SE +/- 0.53, N = 3SE +/- 0.07, N = 392.4391.571. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read OnlyLinux 5.10.2Linux 5.11 Git200K400K600K800K1000KSE +/- 2292.52, N = 3SE +/- 3697.38, N = 38363768287211. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumLinux 5.10.2Linux 5.11 Git246810SE +/- 0.01, N = 3SE +/- 0.01, N = 36.626.561. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average LatencyLinux 5.10.2Linux 5.11 Git0.02520.05040.07560.10080.126SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1120.1111. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

ECP-CANDLE

The CANDLE benchmark codes implement deep learning architectures relevant to problems in cancer. These architectures address problems at different biological scales, specifically problems at the molecular, cellular and population scales. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterECP-CANDLE 0.3Benchmark: P3B2Linux 5.10.2Linux 5.11 Git300600900120015001169.611180.14

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pLinux 5.10.2Linux 5.11 Git816243240SE +/- 0.05, N = 3SE +/- 0.02, N = 332.8632.571. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdLinux 5.10.2Linux 5.11 Git816243240SE +/- 0.12, N = 12SE +/- 0.09, N = 1234.8034.55MIN: 33.62 / MAX: 45.89MIN: 33.33 / MAX: 83.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Read While WritingLinux 5.10.2Linux 5.11 Git2M4M6M8M10MSE +/- 37021.72, N = 3SE +/- 41997.92, N = 3797912179223231. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

ECP-CANDLE

The CANDLE benchmark codes implement deep learning architectures relevant to problems in cancer. These architectures address problems at different biological scales, specifically problems at the molecular, cellular and population scales. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterECP-CANDLE 0.3Benchmark: P1B2Linux 5.10.2Linux 5.11 Git102030405044.8644.57

Apache Siege

This is a test of the Apache web server performance being facilitated by the Siege web server benchmark program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTransactions Per Second, More Is BetterApache Siege 2.4.29Concurrent Users: 250Linux 5.10.2Linux 5.11 Git8K16K24K32K40KSE +/- 82.66, N = 3SE +/- 254.20, N = 337215.6737449.141. (CC) gcc options: -O2 -lpthread -ldl -lssl -lcrypto

SQLite Speedtest

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Linux 5.10.2Linux 5.11 Git20406080100SE +/- 0.02, N = 3SE +/- 0.09, N = 379.1578.661. (CC) gcc options: -O2 -ldl -lz -lpthread

Basis Universal

Basis Universal is a GPU texture codoec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Linux 5.10.2Linux 5.11 Git510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 319.2119.091. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read OnlyLinux 5.10.2Linux 5.11 Git200K400K600K800K1000KSE +/- 1328.47, N = 3SE +/- 2133.88, N = 38975279029551. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Linux 5.10.2Linux 5.11 Git80160240320400SE +/- 4.89, N = 3SE +/- 3.09, N = 15358.92361.09MIN: 312.05 / MAX: 450.39MIN: 311.51 / MAX: 519.331. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkLinux 5.10.2Linux 5.11 Git90180270360450SE +/- 0.88, N = 3SE +/- 5.07, N = 5407.61410.04MIN: 1 / MAX: 1582MIN: 1 / MAX: 1653

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression SpeedLinux 5.10.2Linux 5.11 Git2K4K6K8K10KSE +/- 52.21, N = 3SE +/- 19.19, N = 39467.779411.681. (CC) gcc options: -O3

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: CPU-OnlyLinux 5.10.2Linux 5.11 Git20406080100SE +/- 0.71, N = 3SE +/- 0.24, N = 3110.95111.60

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessLinux 5.10.2Linux 5.11 Git510152025SE +/- 0.14, N = 3SE +/- 0.01, N = 321.0620.941. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian DragonLinux 5.10.2Linux 5.11 Git1224364860SE +/- 0.07, N = 3SE +/- 0.29, N = 352.3552.06MIN: 51.56 / MAX: 54.22MIN: 50.92 / MAX: 53.8

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Decompression SpeedLinux 5.10.2Linux 5.11 Git2K4K6K8K10KSE +/- 24.24, N = 3SE +/- 33.88, N = 310979.810923.61. (CC) gcc options: -O3

Ethr

Ethr is a cross-platform Golang-written network performance measurement tool developed by Microsoft that is capable of testing multiple protocols and different measurements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbits/sec, More Is BetterEthr 2019-01-02Server Address: localhost - Protocol: UDP - Test: Bandwidth - Threads: 64Linux 5.10.2Linux 5.11 Git20K40K60K80K100KSE +/- 589.89, N = 3SE +/- 186.19, N = 3100384.22100864.44MIN: 98660 / MAX: 101420MIN: 100080 / MAX: 101500

Build2

This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileLinux 5.10.2Linux 5.11 Git20406080100SE +/- 0.12, N = 3SE +/- 0.33, N = 379.3378.98

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mLinux 5.10.2Linux 5.11 Git306090120150SE +/- 0.80, N = 12SE +/- 0.72, N = 12119.13119.62MIN: 110.61 / MAX: 262.54MIN: 111.82 / MAX: 269.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultLinux 5.10.2Linux 5.11 Git0.39980.79961.19941.59921.999SE +/- 0.002, N = 3SE +/- 0.004, N = 31.7771.7701. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetLinux 5.10.2Linux 5.11 Git13K26K39K52K65KSE +/- 38.04, N = 3SE +/- 97.63, N = 361162.360929.8

Timed MrBayes Analysis

This test performs a bayesian analysis of a set of primate genome sequences in order to estimate their phylogeny. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisLinux 5.10.2Linux 5.11 Git306090120150SE +/- 0.16, N = 3SE +/- 0.51, N = 3116.22116.581. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -msha -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPULinux 5.10.2Linux 5.11 Git13K26K39K52K65KSE +/- 208.68, N = 3SE +/- 92.12, N = 35898359160

Basis Universal

Basis Universal is a GPU texture codoec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2Linux 5.10.2Linux 5.11 Git3691215SE +/- 0.02, N = 3SE +/- 0.01, N = 313.5413.501. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomLinux 5.10.2Linux 5.11 Git246810SE +/- 0.014, N = 3SE +/- 0.020, N = 38.6938.669

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerLinux 5.10.2Linux 5.11 Git1.1072.2143.3214.4285.535SE +/- 0.01, N = 3SE +/- 0.01, N = 34.924.91MIN: 4.88 / MAX: 4.95MIN: 4.88 / MAX: 4.93

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownLinux 5.10.2Linux 5.11 Git1122334455SE +/- 0.12, N = 3SE +/- 0.04, N = 349.1849.08MIN: 48.06 / MAX: 51.15MIN: 48.12 / MAX: 50.9

Flexible IO Tester

FIO, the Flexible I/O Tester, is an advanced Linux disk benchmark supporting multiple I/O engines and a wealth of options. FIO was written by Jens Axboe for testing of the Linux I/O subsystem and schedulers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 3.25Type: Sequential Read - Engine: IO_uring - Buffered: No - Direct: Yes - Block Size: 2MB - Disk Target: Default Test DirectoryLinux 5.10.2Linux 5.11 Git6001200180024003000SE +/- 1.20, N = 3260726121. (CC) gcc options: -rdynamic -ll -lnuma -lrt -lz -lpthread -lm -ldl -laio -lcurl -lssl -lcrypto -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 128Linux 5.10.2Linux 5.11 Git120240360480600SE +/- 0.97, N = 3SE +/- 1.36, N = 35405411. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -laio -lnuma -lcrypt -lz -lm -lssl -lcrypto -ldl

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read OnlyLinux 5.10.2Linux 5.11 Git200K400K600K800K1000KSE +/- 4214.29, N = 3SE +/- 4352.37, N = 3103597010378651. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Linux 5.10.2Linux 5.11 Git0.64241.28481.92722.56963.212SE +/- 0.003, N = 3SE +/- 0.001, N = 32.8552.8501. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg

Hierarchical INTegration

This test runs the U.S. Department of Energy's Ames Laboratory Hierarchical INTegration (HINT) benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATLinux 5.10.2Linux 5.11 Git60M120M180M240M300MSE +/- 3132957.23, N = 3SE +/- 2953119.40, N = 3289027598.97289511572.011. (CC) gcc options: -O3 -march=native -lm

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsLinux 5.10.2Linux 5.11 Git0.11110.22220.33330.44440.5555SE +/- 0.00061, N = 3SE +/- 0.00027, N = 30.493690.49303

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedLinux 5.10.2Linux 5.11 Git1122334455SE +/- 0.57, N = 3SE +/- 0.35, N = 346.4146.471. (CC) gcc options: -O3

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: CPU-OnlyLinux 5.10.2Linux 5.11 Git306090120150SE +/- 0.22, N = 3SE +/- 0.29, N = 3123.73123.88

Dolfyn

Dolfyn is a Computational Fluid Dynamics (CFD) code of modern numerical simulation techniques. The Dolfyn test profile measures the execution time of the bundled computational fluid dynamics demos that are bundled with Dolfyn. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsLinux 5.10.2Linux 5.11 Git510152025SE +/- 0.00, N = 3SE +/- 0.05, N = 320.7820.81

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: CPU-OnlyLinux 5.10.2Linux 5.11 Git1326395265SE +/- 0.22, N = 3SE +/- 0.08, N = 357.8557.91

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionLinux 5.10.2Linux 5.11 Git1020304050SE +/- 0.08, N = 3SE +/- 0.10, N = 343.1243.081. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedLinux 5.10.2Linux 5.11 Git2K4K6K8K10KSE +/- 25.17, N = 3SE +/- 0.37, N = 310174.710184.21. (CC) gcc options: -O3

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownLinux 5.10.2Linux 5.11 Git1122334455SE +/- 0.14, N = 3SE +/- 0.07, N = 347.1747.13MIN: 46.21 / MAX: 48.92MIN: 46.12 / MAX: 48.75

Monkey Audio Encoding

This test times how long it takes to encode a sample WAV file to Monkey's Audio APE format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APELinux 5.10.2Linux 5.11 Git48121620SE +/- 0.02, N = 5SE +/- 0.02, N = 514.4014.411. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

Timed FFmpeg Compilation

This test times how long it takes to build the FFmpeg multimedia library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileLinux 5.10.2Linux 5.11 Git510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 320.9720.96

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarLinux 5.10.2Linux 5.11 Git510152025SE +/- 0.03, N = 3SE +/- 0.02, N = 318.6418.66

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: CPU-OnlyLinux 5.10.2Linux 5.11 Git4080120160200SE +/- 0.16, N = 3SE +/- 0.01, N = 3163.77163.66

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Linux 5.10.2Linux 5.11 Git48121620SE +/- 0.00, N = 3SE +/- 0.00, N = 317.3217.331. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

Timed HMMer Search

This test searches through the Pfam database of profile hidden markov models. The search finds the domain structure of Drosophila Sevenless protein. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchLinux 5.10.2Linux 5.11 Git4080120160200SE +/- 0.15, N = 3SE +/- 0.09, N = 3197.51197.411. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkLinux 5.10.2Linux 5.11 Git60120180240300SE +/- 1.47, N = 3SE +/- 1.47, N = 3297.53297.39

WavPack Audio Encoding

This test times how long it takes to encode a sample WAV file to WavPack format with very high quality settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackLinux 5.10.2Linux 5.11 Git48121620SE +/- 0.01, N = 5SE +/- 0.01, N = 516.0216.031. (CXX) g++ options: -rdynamic

RNNoise

RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Linux 5.10.2Linux 5.11 Git612182430SE +/- 0.02, N = 3SE +/- 0.01, N = 323.3523.341. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileLinux 5.10.2Linux 5.11 Git50100150200250SE +/- 0.86, N = 3SE +/- 1.77, N = 3240.67240.76

Opus Codec Encoding

Opus is an open audio codec. Opus is a lossy audio compression format designed primarily for interactive real-time applications over the Internet. This test uses Opus-Tools and measures the time required to encode a WAV file to Opus. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeLinux 5.10.2Linux 5.11 Git3691215SE +/- 0.015, N = 5SE +/- 0.014, N = 59.2759.2781. (CXX) g++ options: -fvisibility=hidden -logg -lm

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.10.2Linux 5.11 Git70140210280350SE +/- 0.06, N = 3SE +/- 0.07, N = 3303.57303.47MIN: 302.78 / MAX: 304.41MIN: 302.92 / MAX: 304.021. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileLinux 5.10.2Linux 5.11 Git714212835SE +/- 0.28, N = 10SE +/- 0.30, N = 930.1330.13

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveLinux 5.10.2Linux 5.11 Git1020304050SE +/- 0.01, N = 3SE +/- 0.00, N = 345.4045.391. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

BYTE Unix Benchmark

This is a test of BYTE. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Linux 5.10.2Linux 5.11 Git7M14M21M28M35MSE +/- 335450.15, N = 12SE +/- 346086.49, N = 334094627.034088055.1

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian DragonLinux 5.10.2Linux 5.11 Git1224364860SE +/- 0.25, N = 3SE +/- 0.09, N = 351.1051.10MIN: 49.85 / MAX: 53.17MIN: 50.17 / MAX: 53.55

BlogBench

BlogBench is designed to replicate the load of a real-world busy file server by stressing the file-system with multiple threads of random reads, writes, and rewrites. The behavior is mimicked of that of a blog by creating blogs with content and pictures, modifying blog posts, adding comments to these blogs, and then reading the content of the blogs. All of these blogs generated are created locally with fake content and pictures. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: ReadLinux 5.10.2Linux 5.11 Git300K600K900K1200K1500KSE +/- 6044.88, N = 3SE +/- 10744.31, N = 3130390113040831. (CC) gcc options: -O2 -pthread

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedLinux 5.10.2Linux 5.11 Git2K4K6K8K10KSE +/- 38.82, N = 3SE +/- 37.09, N = 310236.910237.61. (CC) gcc options: -O3

Flexible IO Tester

FIO, the Flexible I/O Tester, is an advanced Linux disk benchmark supporting multiple I/O engines and a wealth of options. FIO was written by Jens Axboe for testing of the Linux I/O subsystem and schedulers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.25Type: Sequential Write - Engine: IO_uring - Buffered: No - Direct: Yes - Block Size: 2MB - Disk Target: Default Test DirectoryLinux 5.11 Git2004006008001000SE +/- 2.60, N = 310811. (CC) gcc options: -rdynamic -ll -lnuma -lrt -lz -lpthread -lm -ldl -laio -lcurl -lssl -lcrypto -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 3.25Type: Sequential Read - Engine: IO_uring - Buffered: No - Direct: Yes - Block Size: 2MB - Disk Target: Default Test DirectoryLinux 5.11 Git3006009001200150013031. (CC) gcc options: -rdynamic -ll -lnuma -lrt -lz -lpthread -lm -ldl -laio -lcurl -lssl -lcrypto -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 3.25Type: Random Write - Engine: IO_uring - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test DirectoryLinux 5.11 Git30060090012001500SE +/- 14.85, N = 312421. (CC) gcc options: -rdynamic -ll -lnuma -lrt -lz -lpthread -lm -ldl -laio -lcurl -lssl -lcrypto -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 3.25Type: Random Read - Engine: IO_uring - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test DirectoryLinux 5.11 Git30060090012001500SE +/- 15.93, N = 312981. (CC) gcc options: -rdynamic -ll -lnuma -lrt -lz -lpthread -lm -ldl -laio -lcurl -lssl -lcrypto -std=gnu99 -ffast-math -include -O3 -fcommon -U_FORTIFY_SOURCE -march=native

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughLinux 5.10.2Linux 5.11 Git246810SE +/- 0.00, N = 3SE +/- 0.00, N = 36.256.251. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: FastLinux 5.10.2Linux 5.11 Git1.28252.5653.84755.136.4125SE +/- 0.01, N = 3SE +/- 0.01, N = 35.705.701. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average LatencyLinux 5.10.2Linux 5.11 Git0.05450.1090.16350.2180.2725SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2420.2421. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerLinux 5.10.2Linux 5.11 Git50100150200250250250MIN: 166.67 / MAX: 333.33MIN: 200 / MAX: 333.33

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerLinux 5.10.2Linux 5.11 Git48121620SE +/- 0.00, N = 12SE +/- 0.00, N = 1216.6716.67MIN: 16.13 / MAX: 16.95MIN: 16.13 / MAX: 16.95

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerLinux 5.10.2Linux 5.11 Git1.3322.6643.9965.3286.66SE +/- 0.00, N = 12SE +/- 0.00, N = 125.925.92MIN: 5.78 / MAX: 5.99MIN: 5.81 / MAX: 5.99

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisLinux 5.10.2Linux 5.11 Git3691215SE +/- 0.00, N = 13SE +/- 0.00, N = 1310.9910.99MIN: 10.87 / MAX: 11.24MIN: 10.64 / MAX: 11.24

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: PartialTweetsLinux 5.10.2Linux 5.11 Git0.12830.25660.38490.51320.6415SE +/- 0.00, N = 3SE +/- 0.00, N = 30.570.571. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: LargeRandomLinux 5.10.2Linux 5.11 Git0.07430.14860.22290.29720.3715SE +/- 0.00, N = 3SE +/- 0.00, N = 30.330.331. (CXX) g++ options: -O3 -pthread

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionLinux 5.10.2Linux 5.11 Git3691215SE +/- 0.006, N = 3SE +/- 0.009, N = 39.4199.4191. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -lpng16 -ljpeg

iPerf

iPerf is a network bandwidth throughput testing software. This test profile is used for automated testing of an iperf client and requires you have access to an iperf server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbits/sec, More Is BetteriPerf 3.7Server Address: localhost - Server Port: 5201 - Duration: 10 Seconds - Test: UDP - Parallel: 64Linux 5.10.2Linux 5.11 Git1530456075SE +/- 0.00, N = 3SE +/- 0.00, N = 367.167.11. (CC) gcc options: -O3 -march=native -lssl -lcrypto -lm

OpenBenchmarking.orgMbits/sec, More Is BetteriPerf 3.7Server Address: localhost - Server Port: 5201 - Duration: 10 Seconds - Test: UDP - Parallel: 32Linux 5.10.2Linux 5.11 Git816243240SE +/- 0.00, N = 3SE +/- 0.00, N = 333.633.61. (CC) gcc options: -O3 -march=native -lssl -lcrypto -lm

OpenBenchmarking.orgMbits/sec, More Is BetteriPerf 3.7Server Address: localhost - Server Port: 5201 - Duration: 10 Seconds - Test: UDP - Parallel: 1Linux 5.10.2Linux 5.11 Git0.23630.47260.70890.94521.1815SE +/- 0.00, N = 3SE +/- 0.00, N = 31.051.051. (CC) gcc options: -O3 -march=native -lssl -lcrypto -lm

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetLinux 5.11 Git510152025SE +/- 0.91, N = 1221.69MIN: 15.73 / MAX: 141.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Linux 5.11 Git48121620SE +/- 0.52, N = 1217.81MIN: 14.4 / MAX: 28.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.11 Git612182430SE +/- 1.00, N = 1223.19MIN: 16.62 / MAX: 37.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetLinux 5.10.2Linux 5.11 Git48121620SE +/- 0.12, N = 12SE +/- 0.27, N = 1214.4514.77MIN: 13.51 / MAX: 20.96MIN: 13.31 / MAX: 118.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetLinux 5.10.2Linux 5.11 Git918273645SE +/- 0.88, N = 12SE +/- 0.81, N = 1237.1136.37MIN: 30.72 / MAX: 54.63MIN: 31.03 / MAX: 49.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceLinux 5.10.2Linux 5.11 Git246810SE +/- 0.22, N = 12SE +/- 0.24, N = 128.668.61MIN: 7.1 / MAX: 18.94MIN: 7.16 / MAX: 143.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Linux 5.10.2Linux 5.11 Git612182430SE +/- 0.81, N = 12SE +/- 0.80, N = 1227.1727.14MIN: 20.36 / MAX: 552.93MIN: 20.61 / MAX: 39.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.10.2Linux 5.11 Git510152025SE +/- 0.64, N = 12SE +/- 0.85, N = 1220.4920.51MIN: 15.45 / MAX: 27.79MIN: 15.36 / MAX: 33.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetLinux 5.10.2Linux 5.11 Git918273645SE +/- 1.06, N = 12SE +/- 0.65, N = 1239.6437.71MIN: 33.54 / MAX: 169.12MIN: 32.98 / MAX: 168.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Redis

Redis is an open-source data structure server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETLinux 5.10.2Linux 5.11 Git300K600K900K1200K1500KSE +/- 22395.01, N = 15SE +/- 11862.79, N = 151327784.571277766.081. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GETLinux 5.10.2Linux 5.11 Git400K800K1200K1600K2000KSE +/- 18781.21, N = 15SE +/- 29402.50, N = 151783246.161633435.561. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average LatencyLinux 5.10.2Linux 5.11 Git0.28330.56660.84991.13321.4165SE +/- 0.045, N = 15SE +/- 0.017, N = 31.2591.0091. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read WriteLinux 5.10.2Linux 5.11 Git11K22K33K44K55KSE +/- 1525.04, N = 15SE +/- 816.79, N = 340473495791. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average LatencyLinux 5.10.2Linux 5.11 Git306090120150SE +/- 3.07, N = 15SE +/- 3.09, N = 15117.66104.111. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read WriteLinux 5.10.2Linux 5.11 Git5001000150020002500SE +/- 58.48, N = 15SE +/- 65.50, N = 15215424371. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.10.2Linux 5.11 Git200K400K600K800K1000KSE +/- 12094.61, N = 4SE +/- 19304.06, N = 15898756877016

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra FastLinux 5.10.2Linux 5.11 Git4080120160200SE +/- 0.56, N = 3SE +/- 6.43, N = 15192.44153.041. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisLinux 5.10.2Linux 5.11 Git20406080100SE +/- 0.00, N = 12SE +/- 2.06, N = 1576.9267.55MIN: 66.67 / MAX: 83.33MIN: 50 / MAX: 83.33

181 Results Shown

PostgreSQL pgbench:
  100 - 100 - Read Write
  100 - 100 - Read Write - Average Latency
Ethr
Intel Open Image Denoise
OSPray
PostgreSQL pgbench:
  100 - 250 - Read Write
  100 - 250 - Read Write - Average Latency
Flexible IO Tester
x265
Apache Siege
Ethr:
  HTTP - Bandwidth - 64
  HTTP - Bandwidth - 1
OSPray
oneDNN
PostgreSQL pgbench:
  1 - 50 - Read Write
  1 - 50 - Read Write - Average Latency
TensorFlow Lite
AI Benchmark Alpha
InfluxDB
TensorFlow Lite
Timed GDB GNU Debugger Compilation
oneDNN
Facebook RocksDB
InfluxDB
MariaDB
Ethr
AI Benchmark Alpha
YafaRay
Facebook RocksDB
MariaDB
Node.js V8 Web Tooling Benchmark
TensorFlow Lite
PostgreSQL pgbench
Facebook RocksDB
PostgreSQL pgbench:
  100 - 250 - Read Only - Average Latency
  1 - 100 - Read Write - Average Latency
  1 - 100 - Read Write
NCNN
AI Benchmark Alpha
Ethr
Kvazaar
iPerf
oneDNN:
  IP Shapes 1D - f32 - CPU
  IP Shapes 3D - f32 - CPU
Flexible IO Tester
oneDNN
Stockfish
NCNN
oneDNN
BlogBench
iPerf
oneDNN
FFTE
TensorFlow Lite
Kvazaar
Facebook RocksDB
iPerf
LZ4 Compression
NCNN
oneDNN
simdjson
PostgreSQL pgbench
Apache Siege
KeyDB
CLOMP
PostgreSQL pgbench:
  100 - 50 - Read Only
  100 - 100 - Read Only - Average Latency
Blender
PostgreSQL pgbench
MariaDB
Zstd Compression
Flexible IO Tester
Ethr
PostgreSQL pgbench
Ethr
ECP-CANDLE
LeelaChessZero
Kvazaar
Timed Eigen Compilation
Incompact3D
Kvazaar
Zstd Compression
NCNN
Himeno Benchmark
Kvazaar
PostgreSQL pgbench
ASTC Encoder
PostgreSQL pgbench
ECP-CANDLE
x265
NCNN
Facebook RocksDB
ECP-CANDLE
Apache Siege
SQLite Speedtest
Basis Universal
PostgreSQL pgbench
TNN
OpenVKL
LZ4 Compression
Blender
WebP Image Encode
Embree
LZ4 Compression
Ethr
Build2
NCNN
WebP Image Encode
TensorFlow Lite
Timed MrBayes Analysis
Chaos Group V-RAY
Basis Universal
IndigoBench
OSPray
Embree
Flexible IO Tester
MariaDB
PostgreSQL pgbench
WebP Image Encode
Hierarchical INTegration
NAMD
LZ4 Compression
Blender
Dolfyn
Blender
WebP Image Encode
LZ4 Compression
Embree
Monkey Audio Encoding
Timed FFmpeg Compilation
IndigoBench
Blender
High Performance Conjugate Gradient
Timed HMMer Search
Numpy Benchmark
WavPack Audio Encoding
RNNoise
Timed LLVM Compilation
Opus Codec Encoding
TNN
Timed Linux Kernel Compilation
ASTC Encoder
BYTE Unix Benchmark
Embree
BlogBench
LZ4 Compression
Flexible IO Tester:
  Seq Write - IO_uring - No - Yes - 2MB - Default Test Directory
  Seq Read - IO_uring - No - Yes - 2MB - Default Test Directory
  Rand Write - IO_uring - No - Yes - 4KB - Default Test Directory
  Rand Read - IO_uring - No - Yes - 4KB - Default Test Directory
ASTC Encoder:
  Thorough
  Fast
PostgreSQL pgbench
OSPray:
  Magnetic Reconnection - Path Tracer
  NASA Streamlines - Path Tracer
  XFrog Forest - Path Tracer
  XFrog Forest - SciVis
simdjson:
  PartialTweets
  LargeRand
WebP Image Encode
iPerf:
  5201 - 10 Seconds - UDP - 64
  5201 - 10 Seconds - UDP - 32
  5201 - 10 Seconds - UDP - 1
NCNN:
  CPU - mnasnet
  CPU - shufflenet-v2
  CPU-v2-v2 - mobilenet-v2
  CPU - alexnet
  CPU - googlenet
  CPU - blazeface
  CPU - efficientnet-b0
  CPU-v3-v3 - mobilenet-v3
  CPU - mobilenet
Redis:
  SET
  GET
PostgreSQL pgbench:
  100 - 50 - Read Write - Average Latency
  100 - 50 - Read Write
  1 - 250 - Read Write - Average Latency
  1 - 250 - Read Write
TensorFlow Lite
Kvazaar
OSPray