Core i7 4960X

Intel Core i7-4960X testing with a MSI X79MA-GD45 (MS-7738) v1.0 (V3.8 BIOS) and AMD FirePro V4800 1GB 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 2012319-HA-COREI749600
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Audio Encoding 3 Tests
Timed Code Compilation 3 Tests
C/C++ Compiler Tests 4 Tests
CPU Massive 4 Tests
Creator Workloads 6 Tests
Encoding 3 Tests
HPC - High Performance Computing 5 Tests
Machine Learning 4 Tests
Multi-Core 5 Tests
Programmer / Developer System Benchmarks 7 Tests
Server 3 Tests
Speech 2 Tests
Telephony 2 Tests

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Run 1
December 30 2020
  7 Hours, 38 Minutes
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December 31 2020
  7 Hours, 32 Minutes
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December 31 2020
  7 Hours, 12 Minutes
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Core i7 4960XOpenBenchmarking.orgPhoronix Test SuiteIntel Core i7-4960X @ 4.00GHz (6 Cores / 12 Threads)MSI X79MA-GD45 (MS-7738) v1.0 (V3.8 BIOS)Intel Xeon E7 v2/Xeon8GBVisionTek 240GBAMD FirePro V4800 1GBRealtek ALC892DELL S2409WRealtek RTL8111/8168/8411Ubuntu 20.105.8.0-29-generic (x86_64)GNOME Shell 3.38.1X Server 1.20.9modesetting 1.20.93.3 Mesa 20.2.1 (LLVM 11.0.0)GCC 10.2.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionCore I7 4960X 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 - Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x42e- GLAMOR- Python 3.8.6- itlb_multihit: KVM: Mitigation of VMX unsupported + l1tf: Mitigation of PTE Inversion + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Run 1Run 2Run 3Result OverviewPhoronix Test Suite100%102%104%106%108%CLOMPUnpacking FirefoxoneDNNSQLite SpeedtestTimed FFmpeg CompilationBuild2RNNoiseWavPack Audio EncodingDeepSpeechOpus Codec EncodingTimed Eigen CompilationMonkey Audio EncodingCryptsetupyquake2CoremarkTimed HMMer SearchNode.js V8 Web Tooling BenchmarkNCNNGLmark2simdjson

Core i7 4960Xbuild2: Time To Compileclomp: Static OMP Speedupcoremark: CoreMark Size 666 - Iterations Per Secondcryptsetup: PBKDF2-sha512cryptsetup: PBKDF2-whirlpoolcryptsetup: AES-XTS 256b Encryptioncryptsetup: AES-XTS 256b Decryptioncryptsetup: Serpent-XTS 256b Encryptioncryptsetup: Serpent-XTS 256b Decryptioncryptsetup: Twofish-XTS 256b Encryptioncryptsetup: Twofish-XTS 256b Decryptioncryptsetup: AES-XTS 512b Encryptioncryptsetup: AES-XTS 512b Decryptioncryptsetup: Serpent-XTS 512b Encryptioncryptsetup: Serpent-XTS 512b Decryptioncryptsetup: Twofish-XTS 512b Encryptioncryptsetup: Twofish-XTS 512b Decryptiondeepspeech: CPUglmark2: 1920 x 1080encode-ape: WAV To APEncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mnode-web-tooling: onednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUencode-opus: WAV To Opus Encodernnoise: simdjson: Kostyasimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDsqlite-speedtest: Timed Time - Size 1,000build-eigen: Time To Compilebuild-ffmpeg: Time To Compilehmmer: Pfam Database Searchunpack-firefox: firefox-84.0.source.tar.xzencode-wavpack: WAV To WavPackyquake2: OpenGL 1.x - 1920 x 1080yquake2: OpenGL 3.x - 1920 x 1080yquake2: Software CPU - 1920 x 1080Run 1Run 2Run 3325.8961.4196682.98822712881854924451435.81443.2332.0314.4367.3370.41163.61158.7332.5314.9366.3368.1131.9023686815.70572.6018.5017.0813.0816.7328.473.3776.20618.3174.9639.88169.55153.6379.1827.616.8014.446517.20479.220974.3433640.551627.397440.829640.599320.956117.995021994.411747.921975.311750.59.9707021964.411746.09.8536810.09326.1040.430.320.480.4989.847124.231114.331147.57124.23615.752431.1241.991.1323.4701.4196637.95471412860714912131427.11435.4334.2315.8366.1372.01166.81162.0333.5315.3369.6370.5131.3901286815.66272.5718.5117.1913.0216.6428.243.3675.87616.2975.2139.78168.85155.2479.4528.016.7914.387117.35219.226154.3333340.766327.291240.780839.765518.090017.979922300.911767.521965.311766.09.9999621982.711753.09.5682610.06126.0150.430.320.480.4990.557124.418115.030147.81723.20115.681423.3242.893.1324.4321.3196223.75134712738334882051443.11441.7334.0315.3370.0371.21170.21162.9334.6316.2370.3372.4131.5467286815.71472.6818.4717.2112.9616.6628.263.2976.59616.9974.8239.84169.22154.4380.3328.156.7914.385918.87619.193824.6033340.490727.262040.803340.527822.106517.838421994.511760.722029.111782.99.9910821994.211739.09.5311010.05425.9780.430.320.480.4990.402124.712114.631147.51923.60515.693422.0241.093.2OpenBenchmarking.org

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 CompileRun 1Run 2Run 370140210280350SE +/- 1.14, N = 3SE +/- 1.27, N = 3SE +/- 1.79, N = 3325.90323.47324.43
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileRun 1Run 2Run 360120180240300Min: 323.97 / Avg: 325.9 / Max: 327.92Min: 321.01 / Avg: 323.47 / Max: 325.24Min: 321.75 / Avg: 324.43 / Max: 327.81

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 SpeedupRun 1Run 2Run 30.3150.630.9451.261.575SE +/- 0.01, N = 12SE +/- 0.02, N = 6SE +/- 0.00, N = 31.41.41.31. (CC) gcc options: -fopenmp -O3 -lm
OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupRun 1Run 2Run 3246810Min: 1.3 / Avg: 1.36 / Max: 1.4Min: 1.3 / Avg: 1.38 / Max: 1.4Min: 1.3 / Avg: 1.3 / Max: 1.31. (CC) gcc options: -fopenmp -O3 -lm

Coremark

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondRun 1Run 2Run 340K80K120K160K200KSE +/- 1228.42, N = 3SE +/- 1146.94, N = 3SE +/- 1191.88, N = 3196682.99196637.95196223.751. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondRun 1Run 2Run 330K60K90K120K150KMin: 194316.25 / Avg: 196682.99 / Max: 198437.31Min: 194860.55 / Avg: 196637.95 / Max: 198782.46Min: 194647.2 / Avg: 196223.75 / Max: 198560.441. (CC) gcc options: -O2 -lrt" -lrt

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512Run 1Run 2Run 3300K600K900K1200K1500KSE +/- 2413.60, N = 3SE +/- 1052.33, N = 3SE +/- 12796.99, N = 3128818512860711273833
OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512Run 1Run 2Run 3200K400K600K800K1000KMin: 1283446 / Avg: 1288185.33 / Max: 1291349Min: 1285019 / Avg: 1286071.33 / Max: 1288176Min: 1248304 / Avg: 1273833 / Max: 1288176

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpoolRun 1Run 2Run 3110K220K330K440K550KSE +/- 814.96, N = 3SE +/- 307.00, N = 3SE +/- 3172.66, N = 3492445491213488205
OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpoolRun 1Run 2Run 390K180K270K360K450KMin: 490906 / Avg: 492445.33 / Max: 493679Min: 490906 / Avg: 491213 / Max: 491827Min: 481882 / Avg: 488205 / Max: 491827

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionRun 1Run 2Run 330060090012001500SE +/- 4.96, N = 3SE +/- 9.11, N = 3SE +/- 1.66, N = 31435.81427.11443.1
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionRun 1Run 2Run 330060090012001500Min: 1425.9 / Avg: 1435.8 / Max: 1441.2Min: 1412.6 / Avg: 1427.07 / Max: 1443.9Min: 1439.8 / Avg: 1443.1 / Max: 1445.1

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionRun 1Run 2Run 330060090012001500SE +/- 0.47, N = 3SE +/- 8.88, N = 3SE +/- 3.37, N = 31443.21435.41441.7
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionRun 1Run 2Run 330060090012001500Min: 1442.6 / Avg: 1443.17 / Max: 1444.1Min: 1418.3 / Avg: 1435.4 / Max: 1448.1Min: 1435.4 / Avg: 1441.7 / Max: 1446.9

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b EncryptionRun 1Run 2Run 370140210280350SE +/- 1.21, N = 3SE +/- 0.13, N = 3SE +/- 0.40, N = 3332.0334.2334.0
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b EncryptionRun 1Run 2Run 360120180240300Min: 329.6 / Avg: 332 / Max: 333.5Min: 333.9 / Avg: 334.17 / Max: 334.3Min: 333.3 / Avg: 334 / Max: 334.7

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b DecryptionRun 1Run 2Run 370140210280350SE +/- 0.52, N = 3SE +/- 0.20, N = 3SE +/- 0.50, N = 3314.4315.8315.3
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b DecryptionRun 1Run 2Run 360120180240300Min: 313.5 / Avg: 314.43 / Max: 315.3Min: 315.4 / Avg: 315.8 / Max: 316Min: 314.6 / Avg: 315.33 / Max: 316.3

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b EncryptionRun 1Run 2Run 380160240320400SE +/- 1.90, N = 3SE +/- 4.77, N = 3SE +/- 0.21, N = 3367.3366.1370.0
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b EncryptionRun 1Run 2Run 370140210280350Min: 363.5 / Avg: 367.3 / Max: 369.3Min: 356.6 / Avg: 366.13 / Max: 370.9Min: 369.6 / Avg: 370 / Max: 370.3

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b DecryptionRun 1Run 2Run 380160240320400SE +/- 0.50, N = 3SE +/- 0.63, N = 3SE +/- 0.21, N = 3370.4372.0371.2
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b DecryptionRun 1Run 2Run 370140210280350Min: 369.7 / Avg: 370.43 / Max: 371.4Min: 370.8 / Avg: 372.03 / Max: 372.9Min: 370.9 / Avg: 371.2 / Max: 371.6

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionRun 1Run 2Run 330060090012001500SE +/- 4.19, N = 3SE +/- 3.08, N = 3SE +/- 2.79, N = 31163.61166.81170.2
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionRun 1Run 2Run 32004006008001000Min: 1155.4 / Avg: 1163.63 / Max: 1169.1Min: 1160.7 / Avg: 1166.83 / Max: 1170.4Min: 1164.7 / Avg: 1170.2 / Max: 1173.8

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionRun 1Run 2Run 330060090012001500SE +/- 0.43, N = 3SE +/- 2.42, N = 3SE +/- 3.02, N = 31158.71162.01162.9
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionRun 1Run 2Run 32004006008001000Min: 1158 / Avg: 1158.73 / Max: 1159.5Min: 1158.6 / Avg: 1162.03 / Max: 1166.7Min: 1157.4 / Avg: 1162.93 / Max: 1167.8

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b EncryptionRun 1Run 2Run 370140210280350SE +/- 0.97, N = 3SE +/- 0.68, N = 3SE +/- 0.81, N = 3332.5333.5334.6
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b EncryptionRun 1Run 2Run 360120180240300Min: 330.6 / Avg: 332.5 / Max: 333.8Min: 332.5 / Avg: 333.5 / Max: 334.8Min: 333.2 / Avg: 334.6 / Max: 336

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b DecryptionRun 1Run 2Run 370140210280350SE +/- 0.61, N = 3SE +/- 0.55, N = 3SE +/- 1.05, N = 3314.9315.3316.2
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b DecryptionRun 1Run 2Run 360120180240300Min: 313.9 / Avg: 314.9 / Max: 316Min: 314.6 / Avg: 315.33 / Max: 316.4Min: 314.2 / Avg: 316.23 / Max: 317.7

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b EncryptionRun 1Run 2Run 380160240320400SE +/- 2.28, N = 3SE +/- 0.72, N = 3SE +/- 0.76, N = 3366.3369.6370.3
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b EncryptionRun 1Run 2Run 370140210280350Min: 361.8 / Avg: 366.27 / Max: 369.3Min: 368.7 / Avg: 369.57 / Max: 371Min: 369.1 / Avg: 370.27 / Max: 371.7

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b DecryptionRun 1Run 2Run 380160240320400SE +/- 0.81, N = 3SE +/- 0.41, N = 3SE +/- 0.95, N = 2368.1370.5372.4
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b DecryptionRun 1Run 2Run 370140210280350Min: 366.6 / Avg: 368.1 / Max: 369.4Min: 369.8 / Avg: 370.47 / Max: 371.2Min: 371.4 / Avg: 372.35 / Max: 373.3

DeepSpeech

Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. This test profile times the speech-to-text process for a roughly three minute audio recording. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPURun 1Run 2Run 3306090120150SE +/- 0.40, N = 3SE +/- 0.05, N = 3SE +/- 0.19, N = 3131.90131.39131.55
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPURun 1Run 2Run 320406080100Min: 131.47 / Avg: 131.9 / Max: 132.71Min: 131.32 / Avg: 131.39 / Max: 131.5Min: 131.2 / Avg: 131.55 / Max: 131.86

GLmark2

This is a test of Linaro's glmark2 port, currently using the X11 OpenGL 2.0 target. GLmark2 is a basic OpenGL benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1920 x 1080Run 1Run 2Run 32004006008001000868868868

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 APERun 1Run 2Run 348121620SE +/- 0.05, N = 5SE +/- 0.01, N = 5SE +/- 0.02, N = 515.7115.6615.711. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APERun 1Run 2Run 348121620Min: 15.63 / Avg: 15.71 / Max: 15.89Min: 15.63 / Avg: 15.66 / Max: 15.68Min: 15.66 / Avg: 15.71 / Max: 15.761. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

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: mobilenetRun 1Run 2Run 31632486480SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.13, N = 372.6072.5772.68MIN: 68.61 / MAX: 85.91MIN: 69.31 / MAX: 87.29MIN: 68.76 / MAX: 91.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetRun 1Run 2Run 31428425670Min: 72.44 / Avg: 72.6 / Max: 72.9Min: 72.26 / Avg: 72.57 / Max: 72.8Min: 72.45 / Avg: 72.68 / Max: 72.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Run 1Run 2Run 3510152025SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 318.5018.5118.47MIN: 17.05 / MAX: 31.52MIN: 17.16 / MAX: 24.25MIN: 17 / MAX: 33.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Run 1Run 2Run 3510152025Min: 18.43 / Avg: 18.5 / Max: 18.65Min: 18.37 / Avg: 18.51 / Max: 18.62Min: 18.34 / Avg: 18.47 / Max: 18.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Run 1Run 2Run 348121620SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 317.0817.1917.21MIN: 16.22 / MAX: 24.1MIN: 16.3 / MAX: 33.42MIN: 16.08 / MAX: 32.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Run 1Run 2Run 348121620Min: 16.86 / Avg: 17.08 / Max: 17.29Min: 17.16 / Avg: 17.19 / Max: 17.23Min: 17.11 / Avg: 17.21 / Max: 17.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Run 1Run 2Run 33691215SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 313.0813.0212.96MIN: 11.42 / MAX: 34.07MIN: 11.29 / MAX: 27.63MIN: 11.38 / MAX: 28.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Run 1Run 2Run 348121620Min: 13.01 / Avg: 13.08 / Max: 13.15Min: 12.99 / Avg: 13.02 / Max: 13.06Min: 12.87 / Avg: 12.96 / Max: 13.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetRun 1Run 2Run 348121620SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 316.7316.6416.66MIN: 14.91 / MAX: 28.08MIN: 14.73 / MAX: 20.5MIN: 14.45 / MAX: 28.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetRun 1Run 2Run 348121620Min: 16.59 / Avg: 16.73 / Max: 16.81Min: 16.52 / Avg: 16.64 / Max: 16.73Min: 16.6 / Avg: 16.66 / Max: 16.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Run 1Run 2Run 3714212835SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 328.4728.2428.26MIN: 26.2 / MAX: 59.95MIN: 26.38 / MAX: 41.32MIN: 26.39 / MAX: 41.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Run 1Run 2Run 3612182430Min: 28.36 / Avg: 28.47 / Max: 28.61Min: 28.04 / Avg: 28.24 / Max: 28.49Min: 28.08 / Avg: 28.26 / Max: 28.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceRun 1Run 2Run 30.75831.51662.27493.03323.7915SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 33.373.363.29MIN: 3 / MAX: 15.15MIN: 2.98 / MAX: 6.23MIN: 2.88 / MAX: 5.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceRun 1Run 2Run 3246810Min: 3.33 / Avg: 3.37 / Max: 3.42Min: 3.33 / Avg: 3.36 / Max: 3.38Min: 3.19 / Avg: 3.29 / Max: 3.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetRun 1Run 2Run 320406080100SE +/- 0.38, N = 3SE +/- 0.26, N = 3SE +/- 0.25, N = 376.2075.8776.59MIN: 72.44 / MAX: 90.71MIN: 73.01 / MAX: 90.88MIN: 73.52 / MAX: 92.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetRun 1Run 2Run 31530456075Min: 75.49 / Avg: 76.2 / Max: 76.77Min: 75.46 / Avg: 75.87 / Max: 76.34Min: 76.13 / Avg: 76.59 / Max: 771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Run 1Run 2Run 3130260390520650SE +/- 1.29, N = 3SE +/- 1.84, N = 3SE +/- 0.32, N = 3618.31616.29616.99MIN: 591.02 / MAX: 649.07MIN: 583.26 / MAX: 657.54MIN: 586.63 / MAX: 654.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Run 1Run 2Run 3110220330440550Min: 616.26 / Avg: 618.31 / Max: 620.68Min: 613.26 / Avg: 616.29 / Max: 619.61Min: 616.48 / Avg: 616.99 / Max: 617.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Run 1Run 2Run 320406080100SE +/- 0.29, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 374.9675.2174.82MIN: 70.2 / MAX: 95.49MIN: 70.39 / MAX: 88.8MIN: 69.91 / MAX: 90.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Run 1Run 2Run 31428425670Min: 74.62 / Avg: 74.96 / Max: 75.54Min: 74.97 / Avg: 75.21 / Max: 75.36Min: 74.7 / Avg: 74.82 / Max: 74.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetRun 1Run 2Run 3918273645SE +/- 0.16, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 339.8839.7839.84MIN: 37.09 / MAX: 53.96MIN: 37.36 / MAX: 57.72MIN: 37.41 / MAX: 58.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetRun 1Run 2Run 3816243240Min: 39.7 / Avg: 39.88 / Max: 40.19Min: 39.65 / Avg: 39.78 / Max: 39.92Min: 39.75 / Avg: 39.84 / Max: 40.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Run 1Run 2Run 34080120160200SE +/- 0.40, N = 3SE +/- 0.59, N = 3SE +/- 0.53, N = 3169.55168.85169.22MIN: 162.77 / MAX: 183.88MIN: 162.55 / MAX: 184.08MIN: 162.16 / MAX: 187.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Run 1Run 2Run 3306090120150Min: 168.76 / Avg: 169.55 / Max: 170.02Min: 167.68 / Avg: 168.85 / Max: 169.55Min: 168.22 / Avg: 169.22 / Max: 170.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyRun 1Run 2Run 3306090120150SE +/- 0.17, N = 3SE +/- 0.27, N = 3SE +/- 0.47, N = 3153.63155.24154.43MIN: 144.99 / MAX: 183.08MIN: 145.69 / MAX: 199.66MIN: 146 / MAX: 172.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyRun 1Run 2Run 3306090120150Min: 153.37 / Avg: 153.63 / Max: 153.95Min: 154.95 / Avg: 155.24 / Max: 155.78Min: 153.65 / Avg: 154.43 / Max: 155.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdRun 1Run 2Run 320406080100SE +/- 0.65, N = 3SE +/- 0.49, N = 3SE +/- 0.43, N = 379.1879.4580.33MIN: 73.61 / MAX: 122.96MIN: 74.05 / MAX: 94.54MIN: 73.52 / MAX: 95.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdRun 1Run 2Run 31530456075Min: 78.09 / Avg: 79.18 / Max: 80.34Min: 78.54 / Avg: 79.45 / Max: 80.2Min: 79.81 / Avg: 80.33 / Max: 81.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mRun 1Run 2Run 3714212835SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.53, N = 327.6128.0128.15MIN: 25.98 / MAX: 44.75MIN: 25.88 / MAX: 42.1MIN: 25.95 / MAX: 42.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mRun 1Run 2Run 3612182430Min: 27.5 / Avg: 27.61 / Max: 27.68Min: 27.61 / Avg: 28.01 / Max: 28.21Min: 27.59 / Avg: 28.15 / Max: 29.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 BenchmarkRun 1Run 2Run 3246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 36.806.796.791. Nodejs v12.18.2
OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkRun 1Run 2Run 33691215Min: 6.78 / Avg: 6.8 / Max: 6.83Min: 6.77 / Avg: 6.79 / Max: 6.81Min: 6.78 / Avg: 6.79 / Max: 6.81. Nodejs v12.18.2

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: CPURun 1Run 2Run 348121620SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 314.4514.3914.39MIN: 12.94MIN: 12.91MIN: 12.871. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPURun 1Run 2Run 348121620Min: 14.42 / Avg: 14.45 / Max: 14.46Min: 14.32 / Avg: 14.39 / Max: 14.44Min: 14.33 / Avg: 14.39 / Max: 14.421. (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: CPURun 1Run 2Run 3510152025SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 317.2017.3518.88MIN: 16.9MIN: 16.99MIN: 18.371. (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: CPURun 1Run 2Run 3510152025Min: 17.19 / Avg: 17.2 / Max: 17.21Min: 17.32 / Avg: 17.35 / Max: 17.4Min: 18.76 / Avg: 18.88 / Max: 191. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 33691215SE +/- 0.02162, N = 3SE +/- 0.02213, N = 3SE +/- 0.02399, N = 39.220979.226159.19382MIN: 8.78MIN: 8.77MIN: 8.761. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 33691215Min: 9.18 / Avg: 9.22 / Max: 9.25Min: 9.19 / Avg: 9.23 / Max: 9.27Min: 9.16 / Avg: 9.19 / Max: 9.241. (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: u8s8f32 - Engine: CPURun 1Run 2Run 31.03572.07143.10714.14285.1785SE +/- 0.00838, N = 3SE +/- 0.01715, N = 3SE +/- 0.00928, N = 34.343364.333334.60333MIN: 4.19MIN: 4.19MIN: 4.271. (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: u8s8f32 - Engine: CPURun 1Run 2Run 3246810Min: 4.33 / Avg: 4.34 / Max: 4.36Min: 4.31 / Avg: 4.33 / Max: 4.37Min: 4.59 / Avg: 4.6 / Max: 4.621. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPURun 1Run 2Run 3918273645SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 340.5540.7740.49MIN: 38.87MIN: 38.59MIN: 38.81. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPURun 1Run 2Run 3816243240Min: 40.47 / Avg: 40.55 / Max: 40.64Min: 40.67 / Avg: 40.77 / Max: 40.91Min: 40.48 / Avg: 40.49 / Max: 40.511. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPURun 1Run 2Run 3612182430SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 327.4027.2927.26MIN: 25.83MIN: 25.61MIN: 25.41. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPURun 1Run 2Run 3612182430Min: 27.28 / Avg: 27.4 / Max: 27.46Min: 27.22 / Avg: 27.29 / Max: 27.33Min: 27.2 / Avg: 27.26 / Max: 27.311. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPURun 1Run 2Run 3918273645SE +/- 0.32, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 340.8340.7840.80MIN: 38.94MIN: 39.09MIN: 39.151. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPURun 1Run 2Run 3816243240Min: 40.45 / Avg: 40.83 / Max: 41.46Min: 40.71 / Avg: 40.78 / Max: 40.88Min: 40.57 / Avg: 40.8 / Max: 40.931. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 3918273645SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 340.6039.7740.53MIN: 36.54MIN: 35.64MIN: 36.951. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 3816243240Min: 40.57 / Avg: 40.6 / Max: 40.63Min: 39.65 / Avg: 39.77 / Max: 39.91Min: 40.44 / Avg: 40.53 / Max: 40.621. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 3510152025SE +/- 0.84, N = 15SE +/- 0.02, N = 3SE +/- 0.96, N = 1520.9618.0922.11MIN: 17.07MIN: 17.14MIN: 16.841. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 3510152025Min: 17.93 / Avg: 20.96 / Max: 25.92Min: 18.05 / Avg: 18.09 / Max: 18.12Min: 18 / Avg: 22.11 / Max: 25.941. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 348121620SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.24, N = 318.0017.9817.84MIN: 17.42MIN: 17.42MIN: 16.641. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 3510152025Min: 17.96 / Avg: 18 / Max: 18.02Min: 17.97 / Avg: 17.98 / Max: 17.99Min: 17.38 / Avg: 17.84 / Max: 18.181. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPURun 1Run 2Run 35K10K15K20K25KSE +/- 14.69, N = 3SE +/- 220.29, N = 9SE +/- 10.67, N = 321994.422300.921994.5MIN: 21911.4MIN: 21832.6MIN: 21894.51. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPURun 1Run 2Run 34K8K12K16K20KMin: 21975.7 / Avg: 21994.43 / Max: 22023.4Min: 21942.5 / Avg: 22300.93 / Max: 23680.5Min: 21974.7 / Avg: 21994.5 / Max: 22011.31. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPURun 1Run 2Run 33K6K9K12K15KSE +/- 8.05, N = 3SE +/- 3.99, N = 3SE +/- 6.61, N = 311747.911767.511760.7MIN: 11670.5MIN: 11686.2MIN: 11683.11. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPURun 1Run 2Run 32K4K6K8K10KMin: 11732.1 / Avg: 11747.87 / Max: 11758.6Min: 11759.7 / Avg: 11767.47 / Max: 11772.9Min: 11753.5 / Avg: 11760.7 / Max: 11773.91. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 35K10K15K20K25KSE +/- 2.85, N = 3SE +/- 13.20, N = 3SE +/- 26.02, N = 321975.321965.322029.1MIN: 21870.5MIN: 21836.8MIN: 21899.41. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 34K8K12K16K20KMin: 21969.9 / Avg: 21975.3 / Max: 21979.6Min: 21939.3 / Avg: 21965.27 / Max: 21982.4Min: 21989.4 / Avg: 22029.13 / Max: 22078.11. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 33K6K9K12K15KSE +/- 12.47, N = 3SE +/- 10.57, N = 3SE +/- 5.19, N = 311750.511766.011782.9MIN: 11662.6MIN: 11677.5MIN: 11693.91. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 32K4K6K8K10KMin: 11734.2 / Avg: 11750.5 / Max: 11775Min: 11744.9 / Avg: 11766 / Max: 11777.7Min: 11773.3 / Avg: 11782.93 / Max: 11791.11. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPURun 1Run 2Run 33691215SE +/- 0.02168, N = 3SE +/- 0.00979, N = 3SE +/- 0.01553, N = 39.970709.999969.99108MIN: 8.41MIN: 8.41MIN: 8.431. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPURun 1Run 2Run 33691215Min: 9.93 / Avg: 9.97 / Max: 10.01Min: 9.98 / Avg: 10 / Max: 10.01Min: 9.96 / Avg: 9.99 / Max: 10.011. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPURun 1Run 2Run 35K10K15K20K25KSE +/- 10.52, N = 3SE +/- 30.13, N = 3SE +/- 5.41, N = 321964.421982.721994.2MIN: 21853.5MIN: 21861.7MIN: 21874.51. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPURun 1Run 2Run 34K8K12K16K20KMin: 21944.3 / Avg: 21964.43 / Max: 21979.8Min: 21944.3 / Avg: 21982.67 / Max: 22042.1Min: 21984.2 / Avg: 21994.2 / Max: 22002.81. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPURun 1Run 2Run 33K6K9K12K15KSE +/- 4.97, N = 3SE +/- 6.64, N = 3SE +/- 8.13, N = 311746.011753.011739.0MIN: 11674.1MIN: 11680.8MIN: 11666.41. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPURun 1Run 2Run 32K4K6K8K10KMin: 11736.4 / Avg: 11746.03 / Max: 11753Min: 11739.8 / Avg: 11753 / Max: 11760.9Min: 11726.1 / Avg: 11738.97 / Max: 117541. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 33691215SE +/- 0.02780, N = 3SE +/- 0.15872, N = 15SE +/- 0.15934, N = 159.853689.568269.53110MIN: 8.44MIN: 7.24MIN: 7.251. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 33691215Min: 9.81 / Avg: 9.85 / Max: 9.91Min: 8.25 / Avg: 9.57 / Max: 9.92Min: 8.2 / Avg: 9.53 / Max: 9.951. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

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 EncodeRun 1Run 2Run 33691215SE +/- 0.04, N = 5SE +/- 0.01, N = 5SE +/- 0.01, N = 510.0910.0610.051. (CXX) g++ options: -fvisibility=hidden -logg -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeRun 1Run 2Run 33691215Min: 10.01 / Avg: 10.09 / Max: 10.25Min: 10.03 / Avg: 10.06 / Max: 10.1Min: 10.04 / Avg: 10.05 / Max: 10.071. (CXX) g++ options: -fvisibility=hidden -logg -lm

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 2020-06-28Run 1Run 2Run 3612182430SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.09, N = 326.1026.0225.981. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Run 1Run 2Run 3612182430Min: 25.9 / Avg: 26.1 / Max: 26.28Min: 25.73 / Avg: 26.02 / Max: 26.16Min: 25.85 / Avg: 25.98 / Max: 26.151. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

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: KostyaRun 1Run 2Run 30.09680.19360.29040.38720.484SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.430.430.431. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: KostyaRun 1Run 2Run 312345Min: 0.43 / Avg: 0.43 / Max: 0.43Min: 0.43 / Avg: 0.43 / Max: 0.43Min: 0.43 / Avg: 0.43 / Max: 0.431. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: LargeRandomRun 1Run 2Run 30.0720.1440.2160.2880.36SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.320.320.321. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: LargeRandomRun 1Run 2Run 312345Min: 0.32 / Avg: 0.32 / Max: 0.32Min: 0.32 / Avg: 0.32 / Max: 0.32Min: 0.32 / Avg: 0.32 / Max: 0.321. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: PartialTweetsRun 1Run 2Run 30.1080.2160.3240.4320.54SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.480.480.481. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: PartialTweetsRun 1Run 2Run 312345Min: 0.48 / Avg: 0.48 / Max: 0.48Min: 0.48 / Avg: 0.48 / Max: 0.48Min: 0.48 / Avg: 0.48 / Max: 0.481. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: DistinctUserIDRun 1Run 2Run 30.11030.22060.33090.44120.5515SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.490.490.491. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: DistinctUserIDRun 1Run 2Run 3246810Min: 0.49 / Avg: 0.49 / Max: 0.49Min: 0.49 / Avg: 0.49 / Max: 0.49Min: 0.49 / Avg: 0.49 / Max: 0.491. (CXX) g++ options: -O3 -pthread

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 1,000Run 1Run 2Run 320406080100SE +/- 0.24, N = 3SE +/- 0.30, N = 3SE +/- 0.26, N = 389.8590.5690.401. (CC) gcc options: -O2 -ldl -lz -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Run 1Run 2Run 320406080100Min: 89.57 / Avg: 89.85 / Max: 90.33Min: 90.12 / Avg: 90.56 / Max: 91.13Min: 90.08 / Avg: 90.4 / Max: 90.921. (CC) gcc options: -O2 -ldl -lz -lpthread

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 CompileRun 1Run 2Run 3306090120150SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3124.23124.42124.71
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To CompileRun 1Run 2Run 320406080100Min: 124.05 / Avg: 124.23 / Max: 124.39Min: 124.26 / Avg: 124.42 / Max: 124.54Min: 124.61 / Avg: 124.71 / Max: 124.78

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 CompileRun 1Run 2Run 3306090120150SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.30, N = 3114.33115.03114.63
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileRun 1Run 2Run 320406080100Min: 114.06 / Avg: 114.33 / Max: 114.57Min: 114.83 / Avg: 115.03 / Max: 115.2Min: 114.18 / Avg: 114.63 / Max: 115.21

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 SearchRun 1Run 2Run 3306090120150SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3147.57147.82147.521. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchRun 1Run 2Run 3306090120150Min: 147.44 / Avg: 147.57 / Max: 147.65Min: 147.75 / Avg: 147.82 / Max: 147.9Min: 147.36 / Avg: 147.52 / Max: 147.621. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Unpacking Firefox

This simple test profile measures how long it takes to extract the .tar.xz source package of the Mozilla Firefox Web Browser. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xzRun 1Run 2Run 3612182430SE +/- 0.48, N = 20SE +/- 0.15, N = 4SE +/- 0.34, N = 424.2423.2023.61
OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xzRun 1Run 2Run 3612182430Min: 22.77 / Avg: 24.24 / Max: 29.66Min: 22.79 / Avg: 23.2 / Max: 23.52Min: 22.99 / Avg: 23.6 / Max: 24.29

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 WavPackRun 1Run 2Run 348121620SE +/- 0.01, N = 5SE +/- 0.02, N = 5SE +/- 0.01, N = 515.7515.6815.691. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackRun 1Run 2Run 348121620Min: 15.72 / Avg: 15.75 / Max: 15.79Min: 15.63 / Avg: 15.68 / Max: 15.75Min: 15.68 / Avg: 15.69 / Max: 15.711. (CXX) g++ options: -rdynamic

yquake2

This is a test of Yamagi Quake II. Yamagi Quake II is an enhanced client for id Software's Quake II with focus on offline and coop gameplay. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 1.x - Resolution: 1920 x 1080Run 1Run 2Run 390180270360450SE +/- 5.86, N = 4SE +/- 4.50, N = 3SE +/- 5.85, N = 4431.1423.3422.01. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 1.x - Resolution: 1920 x 1080Run 1Run 2Run 380160240320400Min: 416.1 / Avg: 431.13 / Max: 441.3Min: 416.9 / Avg: 423.33 / Max: 432Min: 415.2 / Avg: 422 / Max: 439.51. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 3.x - Resolution: 1920 x 1080Run 1Run 2Run 350100150200250SE +/- 0.50, N = 3SE +/- 0.30, N = 3SE +/- 0.59, N = 3241.9242.8241.01. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 3.x - Resolution: 1920 x 1080Run 1Run 2Run 34080120160200Min: 240.9 / Avg: 241.9 / Max: 242.4Min: 242.2 / Avg: 242.77 / Max: 243.2Min: 239.8 / Avg: 240.97 / Max: 241.71. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: Software CPU - Resolution: 1920 x 1080Run 1Run 2Run 320406080100SE +/- 0.74, N = 15SE +/- 0.06, N = 3SE +/- 0.03, N = 391.193.193.21. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: Software CPU - Resolution: 1920 x 1080Run 1Run 2Run 320406080100Min: 85.3 / Avg: 91.05 / Max: 94Min: 93 / Avg: 93.1 / Max: 93.2Min: 93.2 / Avg: 93.23 / Max: 93.31. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

69 Results Shown

Build2
CLOMP
Coremark
Cryptsetup:
  PBKDF2-sha512
  PBKDF2-whirlpool
  AES-XTS 256b Encryption
  AES-XTS 256b Decryption
  Serpent-XTS 256b Encryption
  Serpent-XTS 256b Decryption
  Twofish-XTS 256b Encryption
  Twofish-XTS 256b Decryption
  AES-XTS 512b Encryption
  AES-XTS 512b Decryption
  Serpent-XTS 512b Encryption
  Serpent-XTS 512b Decryption
  Twofish-XTS 512b Encryption
  Twofish-XTS 512b Decryption
DeepSpeech
GLmark2
Monkey Audio Encoding
NCNN:
  CPU - mobilenet
  CPU-v2-v2 - mobilenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU - shufflenet-v2
  CPU - mnasnet
  CPU - efficientnet-b0
  CPU - blazeface
  CPU - googlenet
  CPU - vgg16
  CPU - resnet18
  CPU - alexnet
  CPU - resnet50
  CPU - yolov4-tiny
  CPU - squeezenet_ssd
  CPU - regnety_400m
Node.js V8 Web Tooling Benchmark
oneDNN:
  IP Shapes 1D - f32 - CPU
  IP Shapes 3D - f32 - CPU
  IP Shapes 1D - u8s8f32 - CPU
  IP Shapes 3D - u8s8f32 - CPU
  Convolution Batch Shapes Auto - f32 - CPU
  Deconvolution Batch shapes_1d - f32 - CPU
  Deconvolution Batch shapes_3d - f32 - CPU
  Convolution Batch Shapes Auto - u8s8f32 - CPU
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
Opus Codec Encoding
RNNoise
simdjson:
  Kostya
  LargeRand
  PartialTweets
  DistinctUserID
SQLite Speedtest
Timed Eigen Compilation
Timed FFmpeg Compilation
Timed HMMer Search
Unpacking Firefox
WavPack Audio Encoding
yquake2:
  OpenGL 1.x - 1920 x 1080
  OpenGL 3.x - 1920 x 1080
  Software CPU - 1920 x 1080