Compiler Optimization Levels

Intel Core i9-11900K testing with a ASUS ROG MAXIMUS XIII HERO (0707 BIOS) and AMD Radeon VII 16GB on Fedora 34 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 2106106-IB-COMPILERO67
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-O3 -march=native
June 09 2021
  8 Hours, 5 Minutes
-O1
June 10 2021
  9 Hours, 19 Minutes
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  8 Hours, 42 Minutes
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Compiler Optimization LevelsOpenBenchmarking.orgPhoronix Test SuiteIntel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads)ASUS ROG MAXIMUS XIII HERO (0707 BIOS)Intel Tiger Lake-H32GB2000GB Corsair Force MP600 + 257GB Flash DriveAMD Radeon VII 16GB (1801/1000MHz)Intel Tiger Lake-H HD AudioASUS MG28U2 x Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411Fedora 345.12.9-300.fc34.x86_64 (x86_64)GNOME Shell 40.1X Server + Wayland4.6 Mesa 21.1.1 (LLVM 12.0.0)GCC 11.1.1 20210531btrfs3840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionCompiler Optimization Levels PerformanceSystem Logs- Transparent Huge Pages: madvise- -O3 -march=native: CXXFLAGS="-O3 -march=native" CFLAGS="-O3 -march=native" - -O1: CXXFLAGS=-O1 CFLAGS=-O1- --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - NONE / compress=zstd:1,relatime,rw,seclabel,space_cache,ssd,subvol=/home,subvolid=256 / Block Size: 4096 - Scaling Governor: intel_pstate powersave - CPU Microcode: 0x3c - Thermald 2.4.4 - Python 3.9.5- SELinux + 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

-O3 -march=native vs. -O1 ComparisonPhoronix Test SuiteBaseline+43.1%+43.1%+86.2%+86.2%+129.3%+129.3%8.8%6.3%6.3%5.7%5.6%3.3%Total Time - 4.1.R.P.P172.3%CPU - mnasnet42.8%WAV To MP340.2%CPU-v2-v2 - mobilenet-v230.5%CPU-v3-v3 - mobilenet-v328.1%CPU - mobilenet27.7%Enhanced23.9%CPU - efficientnet-b023.6%Keyed Algorithms23%CPU - resnet5022.3%WAV To Opus Encode22%Sharpen20.4%Resizing19.7%CoreMark Size 666 - I.P.S18.5%Swirl16.4%2 - 256 - 5716%8 - 256 - 5715.4%4 - 256 - 5714.9%2048 x 2048 - Total Time14.1%CPU - regnety_400m13.5%CPU - googlenet13%1 - 256 - 5712.9%CAST-25612.9%CAST-256 - Decrypt12.7%WAV To FLAC11%All Algorithms11%T.T.S.S10.3%S.F.P.RG.I.R.1.S8.7%CPU - blazeface7.8%Twofish7.8%16 - 256 - 577.5%KASUMI7%HWB Color Space6.5%3 - Compression Speed6.4%Timed Time - Size 1,0006.3%3, Long Mode - Compression SpeedStatic OMP SpeedupP.P.A6.1%CPU - shufflenet-v25.8%CPU - squeezenet_ssd5.8%Twofish - Decrypt5.7%AES-256CPU - MobileNet v25.7%AES-256 - DecryptSummer Nature 4K5.4%KASUMI - Decrypt5.2%CPU - yolov4-tiny5.2%I.E.C.P.K.A4.8%20k Atoms4.7%Thorough4.4%D.T4.4%P.D.S4.3%Rhodopsin Protein4%Blowfish - Decrypt3.9%Unkeyed Algorithms3.9%VMAF Optimized - Bosphorus 1080p3.8%CPU - SqueezeNet v1.13.7%V.Q.O - Bosphorus 1080p3.5%CPU - resnet183.5%Blowfish3.5%Medium3.4%MobileNetV2_2243.4%Exhaustive3.4%P.S.O - Bosphorus 1080p3.4%AUSURF1123 - D.S3.1%1 - Bosphorus 1080p3%OPTIONS, Stateless3%8, Long Mode - D.S2.9%SqueezeNetV1.02.7%10 - Bosphorus 1080p2.6%D.T.P2.6%3, Long Mode - D.S2.5%7 - Bosphorus 1080p2.3%19 - D.S2.3%8 - D.S2.2%mobilenet-v1-1.02%C-RayNCNNLAME MP3 EncodingNCNNNCNNNCNNGraphicsMagickNCNNCrypto++NCNNOpus Codec EncodingGraphicsMagickGraphicsMagickCoremarkGraphicsMagickLiquid-DSPLiquid-DSPLiquid-DSPAOBenchNCNNNCNNLiquid-DSPBotanBotanFLAC Audio EncodingCrypto++eSpeak-NG Speech EngineACES DGEMMSmallptNCNNBotanLiquid-DSPBotanGraphicsMagickZstd CompressionSQLite SpeedtestZstd CompressionCLOMPTimed MrBayes AnalysisNCNNNCNNBotanBotanTNNBotandav1dBotanNCNNCrypto++LAMMPS Molecular Dynamics SimulatorASTC Encoderlibjpeg-turbo tjbenchTimed HMMer SearchLAMMPS Molecular Dynamics SimulatorBotanCrypto++SVT-VP9TNNSVT-VP9NCNNBotanASTC EncoderMobile Neural NetworkASTC EncoderSVT-VP9Quantum ESPRESSOZstd CompressionSVT-HEVCPJSIPZstd CompressionMobile Neural NetworkSVT-HEVCPostMarkZstd CompressionSVT-HEVCZstd CompressionZstd CompressionMobile Neural Network-O3 -march=native-O1

Compiler Optimization Levelssysbench: CPUdav1d: Summer Nature 4Ksvt-hevc: 1 - Bosphorus 1080psvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080px265: Bosphorus 4Kx265: Bosphorus 1080pmt-dgemm: Sustained Floating-Point Rategmpbench: Total Timechia-vdf: Square Plain C++chia-vdf: Square Assembly Optimizedgraphics-magick: Swirlgraphics-magick: Rotategraphics-magick: Sharpengraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: Noise-Gaussiangraphics-magick: HWB Color Spacecoremark: CoreMark Size 666 - Iterations Per Secondcompress-zstd: 3 - Compression Speedcompress-zstd: 3 - Decompression Speedcompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedtjbench: Decompression Throughputbotan: KASUMIbotan: KASUMI - Decryptbotan: AES-256botan: AES-256 - Decryptbotan: Twofishbotan: Twofish - Decryptbotan: Blowfishbotan: Blowfish - Decryptbotan: CAST-256botan: CAST-256 - Decryptbotan: ChaCha20Poly1305botan: ChaCha20Poly1305 - Decryptcryptopp: All Algorithmscryptopp: Keyed Algorithmscryptopp: Unkeyed Algorithmscryptopp: Integer + Elliptic Curve Public Key Algorithmsstockfish: Total Timelammps: 20k Atomslammps: Rhodopsin Proteinredis: GETredis: SETpjsip: INVITEpjsip: OPTIONS, Statefulpjsip: OPTIONS, Statelessliquid-dsp: 1 - 256 - 57liquid-dsp: 2 - 256 - 57liquid-dsp: 4 - 256 - 57liquid-dsp: 8 - 256 - 57liquid-dsp: 16 - 256 - 57clomp: Static OMP Speedupkripke: postmark: Disk Transaction Performancecaffe: AlexNet - CPU - 100caffe: GoogleNet - CPU - 100onednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUmnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3ncnn: 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_400mtnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1mrbayes: Primate Phylogeny Analysishmmer: Pfam Database Searchqe: AUSURF112c-ray: Total Time - 4K, 16 Rays Per Pixelsmallpt: Global Illumination Renderer; 128 Samplesaobench: 2048 x 2048 - Total Timeencode-flac: WAV To FLACencode-mp3: WAV To MP3encode-opus: WAV To Opus Encodeespeak: Text-To-Speech Synthesisastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivebasis: ETC1Sbasis: UASTC Level 0basis: UASTC Level 2basis: UASTC Level 3sqlite-speedtest: Timed Time - Size 1,000encode-wavpack: WAV To WavPack-O3 -march=native-O134770.14195.949.48140.40279.12198.73204.96166.4316.0267.853.6046416171.8208400250633689109419527012223101285434724.8497442731.54997.8192.65189.935.44506.51451.05346.0285.95542.932.84540.6271.676664115.816112.0278401.8528412.961464.472451.660552.463553.519168.756168.8511012.7321010.7872346.359074924.212911491.4549817194.857104294431128.7378.5134049394.672956462.0050609375254610998443331880033333637600006878466677227566674.833544357949636558836254.0378111.200214.27544.982814.289843165.601876.423.524853.74819.2241.9161.88322.51311.763.212.493.262.224.241.1510.0954.3611.089.6418.2320.2115.298.57230.113227.45583.43099.4842609.0247.3358.40121.5565.9375.4735.59521.7654.21539.360151.485320.8086.10629.13854.58646.08711.09834882.14185.959.20137.23271.99191.41198.18160.7315.7267.853.922224209233247933592107816221810213061207366951.4842902568.04847.5189.25075.835.44406.41542.85215.3281.55385.732.94506.0260.256611108.276106.4788879.3308885.129430.951427.255533.956532.560149.439149.8071019.9131004.6472114.624613751.481521472.9470896862.786620294480178.3458.1843982525.832962660.8349939333247106884110001620466673167100005958166676722966675.133790753925936622847294.0482811.028914.17004.972884.282243133.281854.403.524993.84819.5071.9821.92122.94215.024.193.193.453.175.241.2411.4054.9111.479.6222.2921.2616.189.73243.162235.96388.533103.7422525.86128.9079.13324.6056.5907.6756.82824.0014.36069.773453.252820.8456.11429.10854.55749.01111.132OpenBenchmarking.org

Sysbench

This is a benchmark of Sysbench with the built-in CPU and memory sub-tests. Sysbench is a scriptable multi-threaded benchmark tool based on LuaJIT. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 1.0.20Test: CPU-O3 -march=native-O17K14K21K28K35KSE +/- 2.38, N = 3SE +/- 6.87, N = 334770.1434882.14-O3 -march=native-O11. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -lm

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.0Video Input: Summer Nature 4K-O3 -march=native-O14080120160200SE +/- 0.19, N = 3SE +/- 0.05, N = 3195.94185.95-O3 -march=native - MIN: 181.35 / MAX: 208.71-O1 - MIN: 169.98 / MAX: 195.751. (CC) gcc options: -pthread -lm

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080p-O3 -march=native-O13691215SE +/- 0.01, N = 3SE +/- 0.01, N = 39.489.20-march=native-O11. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080p-O3 -march=native-O1306090120150SE +/- 0.11, N = 3SE +/- 0.28, N = 3140.40137.23-march=native-O11. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080p-O3 -march=native-O160120180240300SE +/- 0.60, N = 3SE +/- 0.19, N = 3279.12271.99-march=native-O11. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080p-O3 -march=native-O14080120160200SE +/- 1.49, N = 10SE +/- 1.54, N = 9198.73191.41-march=native-O11. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -O2 -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p-O3 -march=native-O14080120160200SE +/- 0.17, N = 3SE +/- 0.07, N = 3204.96198.18-march=native-O11. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -O2 -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080p-O3 -march=native-O14080120160200SE +/- 0.27, N = 3SE +/- 0.29, N = 3166.43160.73-march=native-O11. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -O2 -pie -rdynamic -lpthread -lrt -lm

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 4K-O3 -march=native-O148121620SE +/- 0.12, N = 3SE +/- 0.17, N = 416.0215.72-O3 -march=native-O11. (CXX) g++ options: -O2 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080p-O3 -march=native-O11530456075SE +/- 0.32, N = 3SE +/- 0.60, N = 367.8567.85-O3 -march=native-O11. (CXX) g++ options: -O2 -rdynamic -lpthread -lrt -ldl

ACES DGEMM

This is a multi-threaded DGEMM benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point Rate-O3 -march=native-O10.88251.7652.64753.534.4125SE +/- 0.018800, N = 3SE +/- 0.023378, N = 33.6046413.922224-O11. (CC) gcc options: -O3 -march=native -fopenmp

GNU GMP GMPbench

GMPbench is a test of the GNU Multiple Precision Arithmetic (GMP) Library. GMPbench is a single-threaded integer benchmark that leverages the GMP library to stress the CPU with widening integer multiplication. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGMPbench Score, More Is BetterGNU GMP GMPbench 6.2.1Total Time-O3 -march=native130026003900520065006171.81. (CC) gcc options: -O3 -march=native -lm

Chia Blockchain VDF

Chia is a blockchain and smart transaction platform based on proofs of space and time rather than proofs of work with other cryptocurrencies. This test profile is benchmarking the CPU performance for Chia VDF performance using the Chia VDF benchmark. The Chia VDF is for the Chia Verifiable Delay Function (Proof of Time). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.1Test: Square Plain C++-O3 -march=native-O140K80K120K160K200KSE +/- 57.74, N = 3SE +/- 120.19, N = 32084002092331. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread

OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.1Test: Square Assembly Optimized-O3 -march=native-O150K100K150K200K250KSE +/- 1105.04, N = 3SE +/- 1471.21, N = 32506332479331. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Swirl-O3 -march=native-O1150300450600750SE +/- 2.67, N = 3SE +/- 1.00, N = 3689592-O3 -march=native-O11. (CC) gcc options: -fopenmp -pthread -ljpeg -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Rotate-O3 -march=native-O12004006008001000SE +/- 2.03, N = 3SE +/- 1.20, N = 310941078-O3 -march=native-O11. (CC) gcc options: -fopenmp -pthread -ljpeg -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Sharpen-O3 -march=native-O14080120160200SE +/- 0.58, N = 3SE +/- 0.58, N = 3195162-O3 -march=native-O11. (CC) gcc options: -fopenmp -pthread -ljpeg -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Enhanced-O3 -march=native-O160120180240300SE +/- 0.33, N = 3270218-O3 -march=native-O11. (CC) gcc options: -fopenmp -pthread -ljpeg -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Resizing-O3 -march=native-O130060090012001500SE +/- 2.33, N = 3SE +/- 1.00, N = 312221021-O3 -march=native-O11. (CC) gcc options: -fopenmp -pthread -ljpeg -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-Gaussian-O3 -march=native-O170140210280350SE +/- 0.88, N = 3310306-O3 -march=native-O11. (CC) gcc options: -fopenmp -pthread -ljpeg -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color Space-O3 -march=native-O130060090012001500SE +/- 1.20, N = 3SE +/- 1.33, N = 312851207-O3 -march=native-O11. (CC) gcc options: -fopenmp -pthread -ljpeg -lz -lm -lpthread

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 Second-O3 -march=native-O190K180K270K360K450KSE +/- 533.17, N = 3SE +/- 661.73, N = 3434724.85366951.48-O3 -march=native-O11. (CC) gcc options: -O2 -lrt" -lrt

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression Speed-O3 -march=native-O16001200180024003000SE +/- 14.92, N = 3SE +/- 8.18, N = 32731.52568.0-O3 -march=native-O11. (CC) gcc options: -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Decompression Speed-O3 -march=native-O111002200330044005500SE +/- 19.31, N = 3SE +/- 8.75, N = 34997.84847.5-O3 -march=native-O11. (CC) gcc options: -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Compression Speed-O3 -march=native-O14080120160200SE +/- 0.90, N = 3SE +/- 0.57, N = 3192.6189.2-O3 -march=native-O11. (CC) gcc options: -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Decompression Speed-O3 -march=native-O111002200330044005500SE +/- 15.26, N = 3SE +/- 13.17, N = 35189.95075.8-O3 -march=native-O11. (CC) gcc options: -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression Speed-O3 -march=native-O1816243240SE +/- 0.48, N = 3SE +/- 0.43, N = 435.435.4-O3 -march=native-O11. (CC) gcc options: -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression Speed-O3 -march=native-O110002000300040005000SE +/- 18.10, N = 3SE +/- 6.02, N = 44506.54406.4-O3 -march=native-O11. (CC) gcc options: -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3, Long Mode - Compression Speed-O3 -march=native-O130060090012001500SE +/- 22.75, N = 15SE +/- 12.97, N = 31451.01542.8-O3 -march=native-O11. (CC) gcc options: -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3, Long Mode - Decompression Speed-O3 -march=native-O111002200330044005500SE +/- 2.50, N = 15SE +/- 8.30, N = 35346.05215.3-O3 -march=native-O11. (CC) gcc options: -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Compression Speed-O3 -march=native-O160120180240300SE +/- 2.25, N = 15SE +/- 2.78, N = 3285.9281.5-O3 -march=native-O11. (CC) gcc options: -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Decompression Speed-O3 -march=native-O112002400360048006000SE +/- 6.10, N = 15SE +/- 9.52, N = 35542.95385.7-O3 -march=native-O11. (CC) gcc options: -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression Speed-O3 -march=native-O1816243240SE +/- 0.19, N = 3SE +/- 0.15, N = 332.832.9-O3 -march=native-O11. (CC) gcc options: -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression Speed-O3 -march=native-O110002000300040005000SE +/- 15.31, N = 3SE +/- 3.19, N = 34540.64506.0-O3 -march=native-O11. (CC) gcc options: -pthread -lz

libjpeg-turbo tjbench

tjbench is a JPEG decompression/compression benchmark that is part of libjpeg-turbo, a JPEG image codec library optimized for SIMD instructions on modern CPU architectures. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.1.0Test: Decompression Throughput-O3 -march=native-O160120180240300SE +/- 0.45, N = 3SE +/- 0.31, N = 3271.68260.26-march=native-O11. (CC) gcc options: -O3 -rdynamic

Botan

Botan is a BSD-licensed cross-platform open-source C++ crypto library "cryptography toolkit" that supports most publicly known cryptographic algorithms. The project's stated goal is to be "the best option for cryptography in C++ by offering the tools necessary to implement a range of practical systems, such as TLS protocol, X.509 certificates, modern AEAD ciphers, PKCS#11 and TPM hardware support, password hashing, and post quantum crypto schemes." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMI-O3 -march=native-O1306090120150SE +/- 0.01, N = 3SE +/- 0.03, N = 3115.82108.281. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMI - Decrypt-O3 -march=native-O1306090120150SE +/- 0.05, N = 3SE +/- 0.06, N = 3112.03106.481. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256-O3 -march=native-O12K4K6K8K10KSE +/- 5.18, N = 3SE +/- 0.64, N = 38401.858879.331. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256 - Decrypt-O3 -march=native-O12K4K6K8K10KSE +/- 5.34, N = 3SE +/- 2.06, N = 38412.968885.131. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish-O3 -march=native-O1100200300400500SE +/- 0.31, N = 3SE +/- 0.19, N = 3464.47430.951. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish - Decrypt-O3 -march=native-O1100200300400500SE +/- 0.62, N = 3SE +/- 0.13, N = 3451.66427.261. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish-O3 -march=native-O1120240360480600SE +/- 0.20, N = 3SE +/- 0.93, N = 3552.46533.961. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish - Decrypt-O3 -march=native-O1120240360480600SE +/- 0.26, N = 3SE +/- 1.04, N = 3553.52532.561. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256-O3 -march=native-O14080120160200SE +/- 0.06, N = 3SE +/- 1.37, N = 15168.76149.441. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256 - Decrypt-O3 -march=native-O14080120160200SE +/- 0.01, N = 3SE +/- 1.14, N = 15168.85149.811. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305-O3 -march=native-O12004006008001000SE +/- 0.46, N = 3SE +/- 1.88, N = 31012.731019.911. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305 - Decrypt-O3 -march=native-O12004006008001000SE +/- 0.23, N = 3SE +/- 1.73, N = 31010.791004.651. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Crypto++

Crypto++ is a C++ class library of cryptographic algorithms. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: All Algorithms-O3 -march=native-O15001000150020002500SE +/- 1.51, N = 3SE +/- 0.38, N = 32346.362114.62-O3 -march=native-O11. (CXX) g++ options: -fPIC -pthread -pipe

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Keyed Algorithms-O3 -march=native-O12004006008001000SE +/- 0.64, N = 3SE +/- 0.51, N = 3924.21751.48-O3 -march=native-O11. (CXX) g++ options: -fPIC -pthread -pipe

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Unkeyed Algorithms-O3 -march=native-O1110220330440550SE +/- 0.05, N = 3SE +/- 0.06, N = 3491.45472.95-O3 -march=native-O11. (CXX) g++ options: -fPIC -pthread -pipe

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Integer + Elliptic Curve Public Key Algorithms-O3 -march=native-O115003000450060007500SE +/- 1.75, N = 3SE +/- 4.50, N = 37194.866862.79-O3 -march=native-O11. (CXX) g++ options: -fPIC -pthread -pipe

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 512 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total Time-O3 -march=native-O16M12M18M24M30MSE +/- 193823.90, N = 3SE +/- 371064.83, N = 32944311229448017-march=native-O11. (CXX) g++ options: -lgcov -m64 -lpthread -O3 -fno-exceptions -std=c++17 -pedantic -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -fprofile-use -fno-peel-loops -fno-tracer -flto=jobserver

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k Atoms-O3 -march=native-O1246810SE +/- 0.020, N = 3SE +/- 0.035, N = 38.7378.345-O3 -march=native-O11. (CXX) g++ options: -O2 -pthread -lm

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin Protein-O3 -march=native-O1246810SE +/- 0.026, N = 3SE +/- 0.028, N = 38.5138.184-O3 -march=native-O11. (CXX) g++ options: -O2 -pthread -lm

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GET-O3 -march=native-O1900K1800K2700K3600K4500KSE +/- 18099.88, N = 3SE +/- 33158.80, N = 34049394.673982525.83-march=native-O11. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SET-O3 -march=native-O1600K1200K1800K2400K3000KSE +/- 33577.98, N = 3SE +/- 19439.73, N = 32956462.002962660.83-march=native-O11. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

PJSIP

PJSIP is a free and open source multimedia communication library written in C language implementing standard based protocols such as SIP, SDP, RTP, STUN, TURN, and ICE. It combines signaling protocol (SIP) with rich multimedia framework and NAT traversal functionality into high level API that is portable and suitable for almost any type of systems ranging from desktops, embedded systems, to mobile handsets. This test profile is making use of pjsip-perf with both the client/server on teh system. More details on the PJSIP benchmark at https://www.pjsip.org/high-performance-sip.htm Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: INVITE-O3 -march=native-O111002200330044005500SE +/- 15.24, N = 3SE +/- 45.51, N = 350604993-O3 -march=native-O11. (CC) gcc options: -lstdc++ -lssl -lcrypto -lm -lrt -lpthread

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, Stateful-O3 -march=native-O12K4K6K8K10KSE +/- 7.69, N = 3SE +/- 4.41, N = 393759333-O3 -march=native-O11. (CC) gcc options: -lstdc++ -lssl -lcrypto -lm -lrt -lpthread

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, Stateless-O3 -march=native-O150K100K150K200K250KSE +/- 711.03, N = 3SE +/- 520.47, N = 3254610247106-O3 -march=native-O11. (CC) gcc options: -lstdc++ -lssl -lcrypto -lm -lrt -lpthread

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 1 - Buffer Length: 256 - Filter Length: 57-O3 -march=native-O120M40M60M80M100MSE +/- 14836.14, N = 3SE +/- 6806.86, N = 39984433388411000-march=native-O11. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 2 - Buffer Length: 256 - Filter Length: 57-O3 -march=native-O140M80M120M160M200MSE +/- 66416.20, N = 3SE +/- 601728.99, N = 3188003333162046667-march=native-O11. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 4 - Buffer Length: 256 - Filter Length: 57-O3 -march=native-O180M160M240M320M400MSE +/- 1410968.93, N = 3SE +/- 132035.35, N = 3363760000316710000-march=native-O11. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 8 - Buffer Length: 256 - Filter Length: 57-O3 -march=native-O1150M300M450M600M750MSE +/- 689597.31, N = 3SE +/- 736168.76, N = 3687846667595816667-march=native-O11. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57-O3 -march=native-O1150M300M450M600M750MSE +/- 134824.99, N = 3SE +/- 328295.26, N = 3722756667672296667-march=native-O11. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 Speedup-O3 -march=native-O11.14752.2953.44254.595.7375SE +/- 0.07, N = 3SE +/- 0.06, N = 34.85.1-march=native-O11. (CC) gcc options: -fopenmp -O3 -lm

Kripke

Kripke is a simple, scalable, 3D Sn deterministic particle transport code. Its primary purpose is to research how data layout, programming paradigms and architectures effect the implementation and performance of Sn transport. Kripke is developed by LLNL. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4-O3 -march=native-O17M14M21M28M35MSE +/- 88809.55, N = 3SE +/- 73388.54, N = 33354435733790753-O3 -march=native-O11. (CXX) g++ options: -O2 -fopenmp

PostMark

This is a test of NetApp's PostMark benchmark designed to simulate small-file testing similar to the tasks endured by web and mail servers. This test profile will set PostMark to perform 25,000 transactions with 500 files simultaneously with the file sizes ranging between 5 and 512 kilobytes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostMark 1.51Disk Transaction Performance-O3 -march=native-O12K4K6K8K10KSE +/- 118.67, N = 394969259-march=native-O11. (CC) gcc options: -O3

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100-O3 -march=native-O18K16K24K32K40KSE +/- 51.83, N = 3SE +/- 14.01, N = 33655836622-O3 -march=native-O11. (CXX) g++ options: -fPIC -O2 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lglog -lgflags -lprotobuf -lpthread -lhdf5_cpp -lhdf5 -lhdf5_hl_cpp -lhdf5_hl -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100-O3 -march=native-O120K40K60K80K100KSE +/- 43.97, N = 3SE +/- 10.17, N = 38362584729-O3 -march=native-O11. (CXX) g++ options: -fPIC -O2 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lglog -lgflags -lprotobuf -lpthread -lhdf5_cpp -lhdf5 -lhdf5_hl_cpp -lhdf5_hl -llmdb -lopenblas

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 2.1.2Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU-O3 -march=native-O10.91091.82182.73273.64364.5545SE +/- 0.00473, N = 3SE +/- 0.00076, N = 34.037814.04828MIN: 3.92-O1 - MIN: 3.911. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU-O3 -march=native-O13691215SE +/- 0.00, N = 3SE +/- 0.01, N = 311.2011.03MIN: 11.11-O1 - MIN: 10.931. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU-O3 -march=native-O148121620SE +/- 0.01, N = 3SE +/- 0.02, N = 314.2814.17MIN: 14.18-O1 - MIN: 14.041. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU-O3 -march=native-O11.12112.24223.36334.48445.6055SE +/- 0.01117, N = 3SE +/- 0.01654, N = 34.982814.97288MIN: 3.81-O1 - MIN: 3.811. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU-O3 -march=native-O10.96521.93042.89563.86084.826SE +/- 0.00621, N = 3SE +/- 0.00335, N = 34.289844.28224MIN: 4.17-O1 - MIN: 4.171. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU-O3 -march=native-O17001400210028003500SE +/- 1.32, N = 3SE +/- 2.80, N = 33165.603133.28MIN: 3154.25-O1 - MIN: 3120.481. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU-O3 -march=native-O1400800120016002000SE +/- 1.46, N = 3SE +/- 4.14, N = 31876.421854.40MIN: 1865.18-O1 - MIN: 1837.761. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU-O3 -march=native-O10.79311.58622.37933.17243.9655SE +/- 0.00042, N = 3SE +/- 0.00163, N = 33.524853.52499MIN: 3.46-O1 - MIN: 3.451. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by Alibaba. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: SqueezeNetV1.0-O3 -march=native-O10.86581.73162.59743.46324.329SE +/- 0.024, N = 3SE +/- 0.019, N = 33.7483.848-march=native - MIN: 3.64 / MAX: 10.5-O1 - MIN: 3.75 / MAX: 8.081. (CXX) g++ options: -O3 -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -O2 -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: resnet-v2-50-O3 -march=native-O1510152025SE +/- 0.02, N = 3SE +/- 0.02, N = 319.2219.51-march=native - MIN: 19.06 / MAX: 24.92-O1 - MIN: 19.33 / MAX: 23.751. (CXX) g++ options: -O3 -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -O2 -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: MobileNetV2_224-O3 -march=native-O10.4460.8921.3381.7842.23SE +/- 0.008, N = 3SE +/- 0.011, N = 31.9161.982-march=native - MIN: 1.87 / MAX: 6.22-O1 - MIN: 1.93 / MAX: 7.731. (CXX) g++ options: -O3 -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -O2 -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: mobilenet-v1-1.0-O3 -march=native-O10.43220.86441.29661.72882.161SE +/- 0.001, N = 3SE +/- 0.004, N = 31.8831.921-march=native - MIN: 1.85 / MAX: 7.81-O1 - MIN: 1.89 / MAX: 9.191. (CXX) g++ options: -O3 -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -O2 -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: inception-v3-O3 -march=native-O1510152025SE +/- 0.02, N = 3SE +/- 0.01, N = 322.5122.94-march=native - MIN: 22.19 / MAX: 27.64-O1 - MIN: 22.65 / MAX: 29.531. (CXX) g++ options: -O3 -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -O2 -rdynamic -pthread -ldl

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: mobilenet-O3 -march=native-O148121620SE +/- 0.06, N = 3SE +/- 0.00, N = 311.7615.02-O3 -march=native - MIN: 11.54 / MAX: 15.41-O1 - MIN: 14.88 / MAX: 18.661. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2-O3 -march=native-O10.94281.88562.82843.77124.714SE +/- 0.01, N = 3SE +/- 0.01, N = 33.214.19-O3 -march=native - MIN: 3.08 / MAX: 4.11-O1 - MIN: 4.06 / MAX: 7.811. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3-O3 -march=native-O10.71781.43562.15342.87123.589SE +/- 0.00, N = 3SE +/- 0.01, N = 32.493.19-O3 -march=native - MIN: 2.44 / MAX: 6.14-O1 - MIN: 3.16 / MAX: 4.051. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2-O3 -march=native-O10.77631.55262.32893.10523.8815SE +/- 0.01, N = 3SE +/- 0.01, N = 33.263.45-O3 -march=native - MIN: 3.18 / MAX: 6.94-O1 - MIN: 3.39 / MAX: 7.071. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnet-O3 -march=native-O10.71331.42662.13992.85323.5665SE +/- 0.02, N = 3SE +/- 0.01, N = 32.223.17-O3 -march=native - MIN: 2.17 / MAX: 2.35-O1 - MIN: 3.14 / MAX: 6.81. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0-O3 -march=native-O11.1792.3583.5374.7165.895SE +/- 0.01, N = 3SE +/- 0.01, N = 34.245.24-O3 -march=native - MIN: 4.19 / MAX: 7.9-O1 - MIN: 5.17 / MAX: 8.841. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazeface-O3 -march=native-O10.2790.5580.8371.1161.395SE +/- 0.03, N = 3SE +/- 0.01, N = 31.151.24-O3 -march=native - MIN: 1.08 / MAX: 2-O1 - MIN: 1.21 / MAX: 5.591. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenet-O3 -march=native-O13691215SE +/- 0.17, N = 3SE +/- 0.02, N = 310.0911.40-O3 -march=native - MIN: 9.67 / MAX: 13.94-O1 - MIN: 11.29 / MAX: 14.991. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16-O3 -march=native-O11224364860SE +/- 0.11, N = 3SE +/- 0.09, N = 354.3654.91-O3 -march=native - MIN: 53.85 / MAX: 59.24-O1 - MIN: 54.36 / MAX: 58.941. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18-O3 -march=native-O13691215SE +/- 0.14, N = 3SE +/- 0.01, N = 311.0811.47-O3 -march=native - MIN: 10.69 / MAX: 16.91-O1 - MIN: 11.34 / MAX: 15.371. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnet-O3 -march=native-O13691215SE +/- 0.02, N = 3SE +/- 0.01, N = 39.649.62-O3 -march=native - MIN: 9.53 / MAX: 13.24-O1 - MIN: 9.5 / MAX: 13.211. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50-O3 -march=native-O1510152025SE +/- 0.15, N = 3SE +/- 0.03, N = 318.2322.29-O3 -march=native - MIN: 17.79 / MAX: 22.11-O1 - MIN: 22.02 / MAX: 271. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tiny-O3 -march=native-O1510152025SE +/- 0.03, N = 3SE +/- 0.05, N = 320.2121.26-O3 -march=native - MIN: 20.03 / MAX: 23.86-O1 - MIN: 20.97 / MAX: 27.081. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssd-O3 -march=native-O148121620SE +/- 0.01, N = 3SE +/- 0.03, N = 315.2916.18-O3 -march=native - MIN: 15.14 / MAX: 19-O1 - MIN: 16.02 / MAX: 19.891. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400m-O3 -march=native-O13691215SE +/- 0.02, N = 3SE +/- 0.05, N = 38.579.73-O3 -march=native - MIN: 8.47 / MAX: 12.35-O1 - MIN: 9.55 / MAX: 14.411. (CXX) g++ options: -O2 -rdynamic -lgomp -lpthread

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 v2-O3 -march=native-O150100150200250SE +/- 0.06, N = 3SE +/- 0.20, N = 3230.11243.16-O3 -march=native - MIN: 229.52 / MAX: 232.81-O1 - MIN: 241.63 / MAX: 246.211. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O2 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1-O3 -march=native-O150100150200250SE +/- 0.04, N = 3SE +/- 0.15, N = 3227.46235.96-O3 -march=native - MIN: 226.88 / MAX: 228.23-O1 - MIN: 234.76 / MAX: 237.841. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O2 -rdynamic -ldl

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 Analysis-O3 -march=native-O120406080100SE +/- 0.09, N = 3SE +/- 0.17, N = 383.4388.53-march=native-O11. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msha -maes -mavx -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mrdrnd -mbmi -mbmi2 -madx -mmpx -mabm -O3 -std=c99 -pedantic -lm

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 3.3.2Pfam Database Search-O3 -march=native-O120406080100SE +/- 0.04, N = 3SE +/- 0.08, N = 399.48103.74-O3 -march=native-O11. (CC) gcc options: -pthread -lhmmer -leasel -lm -lmpi

Quantum ESPRESSO

Quantum ESPRESSO is an integrated suite of Open-Source computer codes for electronic-structure calculations and materials modeling at the nanoscale. It is based on density-functional theory, plane waves, and pseudopotentials. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterQuantum ESPRESSO 6.7Input: AUSURF112-O3 -march=native-O16001200180024003000SE +/- 5.73, N = 3SE +/- 27.81, N = 52609.022525.861. (F9X) gfortran options: -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

C-Ray

This is a test of C-Ray, a simple raytracer designed to test the floating-point CPU performance. This test is multi-threaded (16 threads per core), will shoot 8 rays per pixel for anti-aliasing, and will generate a 1600 x 1200 image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per Pixel-O3 -march=native-O1306090120150SE +/- 0.15, N = 3SE +/- 0.06, N = 347.34128.91-march=native-O11. (CC) gcc options: -lm -lpthread -O3

Smallpt

Smallpt is a C++ global illumination renderer written in less than 100 lines of code. Global illumination is done via unbiased Monte Carlo path tracing and there is multi-threading support via the OpenMP library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 Samples-O3 -march=native-O13691215SE +/- 0.009, N = 3SE +/- 0.002, N = 38.4019.133-march=native-O11. (CXX) g++ options: -fopenmp -O3

AOBench

AOBench is a lightweight ambient occlusion renderer, written in C. The test profile is using a size of 2048 x 2048. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAOBenchSize: 2048 x 2048 - Total Time-O3 -march=native-O1612182430SE +/- 0.01, N = 3SE +/- 0.04, N = 321.5624.61-march=native-O11. (CC) gcc options: -lm -O3

FLAC Audio Encoding

This test times how long it takes to encode a sample WAV file to FLAC format five times. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLAC-O3 -march=native-O1246810SE +/- 0.002, N = 5SE +/- 0.004, N = 55.9376.590-O3 -march=native-O11. (CXX) g++ options: -fvisibility=hidden -logg -lm

LAME MP3 Encoding

LAME is an MP3 encoder licensed under the LGPL. This test measures the time required to encode a WAV file to MP3 format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3-O3 -march=native-O1246810SE +/- 0.008, N = 3SE +/- 0.092, N = 45.4737.675-march=native-O11. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lm

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 Encode-O3 -march=native-O1246810SE +/- 0.010, N = 5SE +/- 0.004, N = 55.5956.828-O3 -march=native-O11. (CXX) g++ options: -fvisibility=hidden -logg -lm

eSpeak-NG Speech Engine

This test times how long it takes the eSpeak speech synthesizer to read Project Gutenberg's The Outline of Science and output to a WAV file. This test profile is now tracking the eSpeak-NG version of eSpeak. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech Synthesis-O3 -march=native-O1612182430SE +/- 0.06, N = 4SE +/- 0.07, N = 421.7724.00-O3 -march=native-O11. (CC) gcc options: -std=c99 -lpthread -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 3.0Preset: Medium-O3 -march=native-O10.98111.96222.94333.92444.9055SE +/- 0.0026, N = 3SE +/- 0.0112, N = 34.21534.3606-O3 -march=native-O11. (CXX) g++ options: -O2 -flto -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: Thorough-O3 -march=native-O13691215SE +/- 0.0151, N = 3SE +/- 0.0228, N = 39.36019.7734-O3 -march=native-O11. (CXX) g++ options: -O2 -flto -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: Exhaustive-O3 -march=native-O11224364860SE +/- 0.04, N = 3SE +/- 0.02, N = 351.4953.25-O3 -march=native-O11. (CXX) g++ options: -O2 -flto -pthread

Basis Universal

Basis Universal is a GPU texture codec. 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 1.13Settings: ETC1S-O3 -march=native-O1510152025SE +/- 0.02, N = 3SE +/- 0.03, N = 320.8120.851. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O2 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: UASTC Level 0-O3 -march=native-O1246810SE +/- 0.002, N = 3SE +/- 0.005, N = 36.1066.1141. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O2 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: UASTC Level 2-O3 -march=native-O1714212835SE +/- 0.08, N = 3SE +/- 0.08, N = 329.1429.111. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O2 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.13Settings: UASTC Level 3-O3 -march=native-O11224364860SE +/- 0.00, N = 3SE +/- 0.02, N = 354.5954.561. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O2 -rdynamic -lm -lpthread

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 1,000-O3 -march=native-O11122334455SE +/- 0.15, N = 3SE +/- 0.26, N = 346.0949.01-O3 -march=native-O11. (CC) gcc options: -ldl -lz -lpthread

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 WavPack-O3 -march=native-O13691215SE +/- 0.00, N = 5SE +/- 0.01, N = 511.1011.13-O3 -march=native-O11. (CXX) g++ options: -rdynamic

118 Results Shown

Sysbench
dav1d
SVT-HEVC:
  1 - Bosphorus 1080p
  7 - Bosphorus 1080p
  10 - Bosphorus 1080p
SVT-VP9:
  VMAF Optimized - Bosphorus 1080p
  PSNR/SSIM Optimized - Bosphorus 1080p
  Visual Quality Optimized - Bosphorus 1080p
x265:
  Bosphorus 4K
  Bosphorus 1080p
ACES DGEMM
GNU GMP GMPbench
Chia Blockchain VDF:
  Square Plain C++
  Square Assembly Optimized
GraphicsMagick:
  Swirl
  Rotate
  Sharpen
  Enhanced
  Resizing
  Noise-Gaussian
  HWB Color Space
Coremark
Zstd Compression:
  3 - Compression Speed
  3 - Decompression Speed
  8 - Compression Speed
  8 - Decompression Speed
  19 - Compression Speed
  19 - Decompression Speed
  3, Long Mode - Compression Speed
  3, Long Mode - Decompression Speed
  8, Long Mode - Compression Speed
  8, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
  19, Long Mode - Decompression Speed
libjpeg-turbo tjbench
Botan:
  KASUMI
  KASUMI - Decrypt
  AES-256
  AES-256 - Decrypt
  Twofish
  Twofish - Decrypt
  Blowfish
  Blowfish - Decrypt
  CAST-256
  CAST-256 - Decrypt
  ChaCha20Poly1305
  ChaCha20Poly1305 - Decrypt
Crypto++:
  All Algorithms
  Keyed Algorithms
  Unkeyed Algorithms
  Integer + Elliptic Curve Public Key Algorithms
Stockfish
LAMMPS Molecular Dynamics Simulator:
  20k Atoms
  Rhodopsin Protein
Redis:
  GET
  SET
PJSIP:
  INVITE
  OPTIONS, Stateful
  OPTIONS, Stateless
Liquid-DSP:
  1 - 256 - 57
  2 - 256 - 57
  4 - 256 - 57
  8 - 256 - 57
  16 - 256 - 57
CLOMP
Kripke
PostMark
Caffe:
  AlexNet - CPU - 100
  GoogleNet - CPU - 100
oneDNN:
  IP Shapes 1D - f32 - CPU
  IP Shapes 3D - f32 - CPU
  Convolution Batch Shapes Auto - f32 - CPU
  Deconvolution Batch shapes_1d - f32 - CPU
  Deconvolution Batch shapes_3d - f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
Mobile Neural Network:
  SqueezeNetV1.0
  resnet-v2-50
  MobileNetV2_224
  mobilenet-v1-1.0
  inception-v3
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
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v1.1
Timed MrBayes Analysis
Timed HMMer Search
Quantum ESPRESSO
C-Ray
Smallpt
AOBench
FLAC Audio Encoding
LAME MP3 Encoding
Opus Codec Encoding
eSpeak-NG Speech Engine
ASTC Encoder:
  Medium
  Thorough
  Exhaustive
Basis Universal:
  ETC1S
  UASTC Level 0
  UASTC Level 2
  UASTC Level 3
SQLite Speedtest
WavPack Audio Encoding