Intel 10980XE  GCC Compiler Benchmarks

Intel Core i9-10980XE GCC compiler benchmarking by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2107032-IB-10980XECO53&grs&sro.

Intel 10980XE  GCC Compiler BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionGCC 8.5GCC 9.4GCC 10.3GCC 11.1GCC 12.0.0 20210701Intel Core i9-10980XE @ 4.80GHz (18 Cores / 36 Threads)ASRock X299 Steel Legend (P1.30 BIOS)Intel Sky Lake-E DMI3 Registers32GBSamsung SSD 970 PRO 512GBNVIDIA NV132 11GBRealtek ALC1220ASUS VP28UIntel I219-V + Intel I211Ubuntu 21.045.11.0-22-generic (x86_64)GNOME Shell 3.38.4X Server + Waylandnouveau4.3 Mesa 21.0.11.0.2GCC 8.5.0ext42560x1600GCC 9.4.0GCC 10.3.0GCC 11.1.0GCC 12.0.0 20210701OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseEnvironment Details- CXXFLAGS="-O3 -march=native" CFLAGS="-O3 -march=native"Compiler Details- --disable-multilib --enable-checking=release --enable-languages=c,c++Processor Details- Scaling Governor: intel_cpufreq schedutil - CPU Microcode: 0x5003102Python Details- Python 3.9.5Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + 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: Mitigation of TSX disabled

Intel 10980XE  GCC Compiler Benchmarksgraphics-magick: Sharpenfinancebench: Bonds OpenMPcompress-zstd: 8, Long Mode - Compression Speedespeak: Text-To-Speech Synthesisbotan: ChaCha20Poly1305botan: ChaCha20Poly1305 - Decryptfinancebench: Repo OpenMPgraphics-magick: Swirlonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUsmallpt: Global Illumination Renderer; 128 Samplesmnn: resnet-v2-50viennacl: CPU BLAS - dGEMM-NNbotan: Twofishviennacl: CPU BLAS - dGEMM-TNviennacl: CPU BLAS - dGEMM-NTviennacl: CPU BLAS - dGEMM-TTbotan: Twofish - Decryptgraphics-magick: Resizingtnn: CPU - MobileNet v2graphics-magick: Rotatebotan: Blowfishmrbayes: Primate Phylogeny Analysisonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUbotan: Blowfish - Decryptquantlib: ncnn: CPU-v2-v2 - mobilenet-v2coremark: CoreMark Size 666 - Iterations Per Secondcompress-zstd: 19, Long Mode - Decompression Speedbotan: CAST-256 - Decryptbotan: CAST-256gcrypt: mnn: inception-v3ncnn: CPU - googlenettnn: CPU - SqueezeNet v2ncnn: CPU - efficientnet-b0compress-zstd: 19 - Decompression Speedgraphics-magick: HWB Color Spacencnn: CPU - resnet18ncnn: CPU - mnasnetvpxenc: Speed 5 - Bosphorus 4Kmnn: mobilenetV3webp: Quality 100, Highest Compressioncryptopp: Unkeyed Algorithmsonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUcompress-zstd: 8 - Decompression Speedetcpak: DXT1stockfish: Total Timeonednn: IP Shapes 3D - u8s8f32 - CPUmnn: MobileNetV2_224compress-zstd: 8, Long Mode - Decompression Speedsvt-vp9: VMAF Optimized - Bosphorus 1080pncnn: CPU - resnet50graphics-magick: Noise-Gaussianliquid-dsp: 36 - 256 - 57ncnn: CPU-v3-v3 - mobilenet-v3mnn: SqueezeNetV1.0cryptopp: Keyed Algorithmswebp: Quality 100, Lossless, Highest Compressiondav1d: Chimera 1080p 10-bitncnn: CPU - squeezenet_ssdx265: Bosphorus 4Kdav1d: Summer Nature 4Kvpxenc: Speed 0 - Bosphorus 4Kviennacl: CPU BLAS - sAXPYtnn: CPU - SqueezeNet v1.1aom-av1: Speed 6 Two-Pass - Bosphorus 4Kaom-av1: Speed 9 Realtime - Bosphorus 4Kncnn: CPU - regnety_400metcpak: ETC1 + Ditheringviennacl: CPU BLAS - dGEMV-Nencode-opus: WAV To Opus Encodecompress-zstd: 8 - Compression Speedonednn: IP Shapes 3D - bf16bf16bf16 - CPUtachyon: Total Timeliquid-dsp: 32 - 256 - 57svt-vp9: PSNR/SSIM Optimized - Bosphorus 1080ponednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUncnn: CPU - blazefacencnn: CPU - mobilenetonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUwebp: Quality 100, Losslessviennacl: CPU BLAS - sCOPYonednn: Recurrent Neural Network Inference - u8s8f32 - CPUhmmer: Pfam Database Searchbotan: KASUMIngspice: C7552encode-mp3: WAV To MP3compress-7zip: Compress Speed Testcompress-zstd: 19, Long Mode - Compression Speedonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUetcpak: ETC2pjsip: OPTIONS, Statelessncnn: CPU - alexnetpjsip: INVITEc-ray: Total Time - 4K, 16 Rays Per Pixelvosk: aom-av1: Speed 8 Realtime - Bosphorus 4Kbotan: KASUMI - Decrypthimeno: Poisson Pressure Solverncnn: CPU - vgg16securemark: SecureMark-TLSgraphics-magick: Enhancedblosc: blosclzmnn: mobilenet-v1-1.0aom-av1: Speed 6 Realtime - Bosphorus 4Kcryptopp: Integer + Elliptic Curve Public Key Algorithmssvt-vp9: Visual Quality Optimized - Bosphorus 1080pkvazaar: Bosphorus 4K - Very Fastncnn: CPU - shufflenet-v2sqlite-speedtest: Timed Time - Size 1,000encode-flac: WAV To FLACcompress-zstd: 19 - Compression Speedtjbench: Decompression Throughputsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Kviennacl: CPU BLAS - sDOTkvazaar: Bosphorus 4K - Ultra Fastpjsip: OPTIONS, Statefulsvt-hevc: 1 - Bosphorus 1080pngspice: C2670svt-hevc: 10 - Bosphorus 1080ponednn: IP Shapes 1D - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUsvt-hevc: 7 - Bosphorus 1080pviennacl: CPU BLAS - dGEMV-Tbotan: AES-256gnupg: 2.7GB Sample File Encryptiontnn: CPU - DenseNetviennacl: CPU BLAS - dAXPYviennacl: CPU BLAS - dCOPYonednn: IP Shapes 1D - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUencode-wavpack: WAV To WavPackbotan: AES-256 - Decryptlibgav1: Chimera 1080p 10-bitlibgav1: Summer Nature 4Kncnn: CPU - yolov4-tinymnn: squeezenetv1.1viennacl: CPU BLAS - dDOTonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUGCC 8.5GCC 9.4GCC 10.3GCC 11.1GCC 12.0.0 2021070119774820.187500335.526.836984.019977.16542354.8984377920.6794825.28627.29755.5416.18456.054.755.2420.3661444321.387809491.138146.0960.441500482.7802586.35.36618050.8300092819.2152.429152.235194.12130.15412.7370.1246.692676.890310.544.828.222.4036.642377.7809021573.181573.039.828583361.71445.235511400131.232393.7043547.4306.0818.333909167900004.725.594714.48766937.695215.1615.6321.53197.464.7568.8289.9634.4627.1813.77329.12869.58.283425.72.9490348.1611924630000310.79939.9232.5614.161.7630817.20245.9937.607126.20499.716126.2008.7169971143.39.34766198.1091353029.05330729.81820.72119.4097.6444522.73117036.2025986942411800.72.4337.515519.144212247.4521.355.0557.6068.43660.3218.8135811.34011.92577.040.13580112.88134.346374.625.5406211.0180190.0379.93998.62764.2393505.93157.138.10.5284160.46145913.3553991.20120.844.56463.67.8903226576452.778646375.628.107951.152945.44942795.0533857520.8288666.04531.45256.1414.44556.254.154.9411.5731617347.436776486.315157.3320.467594475.4082568.85.10650499.4748883017.6150.879150.585193.97332.41212.4473.9386.572802.786410.584.738.612.2976.560375.2314921639.781636.969.791853436.81450.560506225521.279913.5943628.4295.0717.593879216700004.575.540719.76248436.869219.6915.0821.64199.894.8771.2296.1424.4427.2413.87336.10671.88.241429.42.8600847.8849930236667302.25961.3832.5413.941.7915016.82347.1960.128126.506100.411127.6888.5259829843.59.55455199.0971359039.15325230.03520.99319.3498.5574609.39856336.0126345742411802.62.4557.435538.547039243.4821.204.9757.0348.50060.2220.6177871.35512.02178.040.16572912.91134.222376.895.5953310.9596190.6279.73987.08064.2283527.68257.438.10.5267980.45945613.3753993.89021.354.42063.78.1003831749799.115885370.132.672788.573780.12335458.6627617610.6805226.13028.25558.7404.15758.956.457.1411.5221585311.604765486.288154.6290.426902474.8042529.85.12630485.5885102876.9151.248151.184193.41130.80413.0669.2976.622701.986411.164.808.592.3416.866372.5830411566.751565.419.390623285.51484.230499422761.227033.6693479.0299.9717.874039406600004.645.612717.16555937.869222.2715.2621.84195.154.8470.3286.2154.4827.8613.63329.48671.68.283424.02.9397847.9045939716667306.89938.2202.6113.811.7552017.25146.4935.962126.68798.200126.8778.7309742643.99.35095197.6291382229.18328130.43020.75319.2896.8794538.66196136.3526347242711713.42.4677.385503.078606246.7521.095.0257.3038.36960.1219.5427991.35912.06277.440.64574413.04133.912372.695.5333410.9199189.8879.63999.24864.4243508.29057.338.30.5260140.46048213.3403998.47921.264.27154.77.9016331948802.755208469.435.086779.376774.64534558.2239589240.6970806.20128.44551.0367.67751.949.850.5373.5621571314.561852442.670142.9340.430676439.5552749.15.06597455.1608122775.7140.850141.031208.34331.27512.8469.8026.562642.291610.974.728.632.4126.780360.4141921566.251563.059.413463351.91468.968522069631.230123.7543553.2297.3217.774039545366674.665.723692.98639936.471223.0615.2321.16192.954.8770.7288.9104.3328.0713.93327.32971.78.456419.52.9342847.8659951170000305.72936.8802.5513.791.7626416.80346.7938.043126.616100.697129.3968.7329814944.39.35550194.7591364449.08324029.96020.89419.6497.0014592.94740136.5625956543211926.82.4777.515593.130439244.0521.015.0557.4118.41161.0218.6181621.34712.09077.640.31576912.96134.711375.655.5454410.9199191.0279.33985.26664.2043508.39057.438.30.5281330.45995613.3533995.23221.374.60963.77.9047731948317.579427385.527.281781.383775.48834223.3033869030.6786265.99128.27251.2366.64851.949.851.5374.7071607318.056794442.265145.1740.425675442.4102773.64.89601830.2632922782.7140.480140.309196.22230.79712.2169.2316.272773.988410.934.588.652.3726.548374.6407951564.711567.419.594523332.71419.365507345711.224963.7293531.4293.7117.744039375533334.545.506714.20526937.161221.9415.2821.08194.064.9270.1287.4904.4028.1013.48325.27871.48.186432.72.9467049.3237944433333303.54935.3782.5413.811.7447116.89246.4936.491129.454100.609128.3208.5999849343.99.34206197.1281379668.99330429.97320.57419.6796.6104580.18807336.7026451442911889.42.4777.495532.467940244.5621.154.9856.7158.37960.8217.4258161.34811.96677.140.20576312.94135.428375.325.5367210.9330191.3379.53972.02064.6133524.74657.238.20.5279390.45966013.3313993.17321.3228.2422.834.28363.77.91258OpenBenchmarking.org

GraphicsMagick

Operation: Sharpen

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SharpenGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.470140210280350SE +/- 0.33, N = 33173193191972651. (CC) gcc options: -fopenmp -O3 -march=native -pthread -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread

FinanceBench

Benchmark: Bonds OpenMP

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.416K32K48K64K80KSE +/- 11.94, N = 3SE +/- 36.89, N = 3SE +/- 48.36, N = 3SE +/- 5.53, N = 3SE +/- 1061.39, N = 349799.1248802.7648317.5874820.1976452.781. (CXX) g++ options: -O3 -march=native -fopenmp

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Compression SpeedGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4100200300400500SE +/- 3.28, N = 15SE +/- 3.45, N = 3SE +/- 3.88, N = 15SE +/- 3.63, N = 3SE +/- 2.56, N = 13370.1469.4385.5335.5375.61. (CC) gcc options: -O3 -march=native -pthread -lz

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4816243240SE +/- 0.09, N = 4SE +/- 0.16, N = 4SE +/- 0.18, N = 4SE +/- 0.19, N = 4SE +/- 0.23, N = 432.6735.0927.2826.8428.111. (CC) gcc options: -O3 -march=native -std=c99

Botan

Test: ChaCha20Poly1305

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.42004006008001000SE +/- 0.15, N = 3SE +/- 1.05, N = 3SE +/- 0.73, N = 3SE +/- 2.79, N = 3SE +/- 1.36, N = 3788.57779.38781.38984.02951.151. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: ChaCha20Poly1305 - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305 - DecryptGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.42004006008001000SE +/- 0.79, N = 3SE +/- 0.89, N = 3SE +/- 0.47, N = 3SE +/- 2.38, N = 3SE +/- 0.08, N = 3780.12774.65775.49977.17945.451. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

FinanceBench

Benchmark: Repo OpenMP

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.49K18K27K36K45KSE +/- 120.35, N = 3SE +/- 43.71, N = 3SE +/- 22.03, N = 3SE +/- 34.41, N = 3SE +/- 10.60, N = 335458.6634558.2234223.3042354.9042795.051. (CXX) g++ options: -O3 -march=native -fopenmp

GraphicsMagick

Operation: Swirl

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SwirlGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.42004006008001000SE +/- 0.33, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 37619249037927521. (CC) gcc options: -fopenmp -O3 -march=native -pthread -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.40.18650.3730.55950.7460.9325SE +/- 0.005954, N = 8SE +/- 0.005568, N = 3SE +/- 0.008934, N = 3SE +/- 0.003298, N = 3SE +/- 0.008442, N = 150.6805220.6970800.6786260.6794820.828866MIN: 0.63MIN: 0.67MIN: 0.65MIN: 0.66MIN: 0.741. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Smallpt

Global Illumination Renderer; 128 Samples

OpenBenchmarking.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 SamplesGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4246810SE +/- 0.033, N = 3SE +/- 0.004, N = 3SE +/- 0.017, N = 3SE +/- 0.007, N = 3SE +/- 0.011, N = 36.1306.2015.9915.2866.0451. (CXX) g++ options: -fopenmp -O3 -march=native

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4714212835SE +/- 0.24, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.47, N = 1528.2628.4528.2727.3031.45MIN: 27.6 / MAX: 28.76MIN: 27.77 / MAX: 28.83MIN: 27.7 / MAX: 28.91MIN: 26.86 / MAX: 27.93MIN: 24.41 / MAX: 36.241. (CXX) g++ options: -O3 -march=native -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

ViennaCL

Test: CPU BLAS - dGEMM-NN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NNGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41326395265SE +/- 0.63, N = 3SE +/- 0.15, N = 3SE +/- 0.44, N = 3SE +/- 0.75, N = 3SE +/- 0.13, N = 358.751.051.255.556.11. (CXX) g++ options: -O3 -march=native -fopenmp -rdynamic -lOpenCL

Botan

Test: Twofish

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: TwofishGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.490180270360450SE +/- 0.23, N = 3SE +/- 1.13, N = 3SE +/- 0.30, N = 3SE +/- 0.33, N = 3SE +/- 0.12, N = 3404.16367.68366.65416.18414.451. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

ViennaCL

Test: CPU BLAS - dGEMM-TN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TNGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41326395265SE +/- 1.17, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 1.55, N = 2SE +/- 0.36, N = 358.951.951.956.056.21. (CXX) g++ options: -O3 -march=native -fopenmp -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMM-NT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NTGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41326395265SE +/- 0.48, N = 3SE +/- 0.15, N = 3SE +/- 0.37, N = 3SE +/- 0.25, N = 3SE +/- 0.27, N = 356.449.849.854.754.11. (CXX) g++ options: -O3 -march=native -fopenmp -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMM-TT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TTGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41326395265SE +/- 0.70, N = 2SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.32, N = 3SE +/- 0.07, N = 357.150.551.555.254.91. (CXX) g++ options: -O3 -march=native -fopenmp -rdynamic -lOpenCL

Botan

Test: Twofish - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish - DecryptGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.490180270360450SE +/- 0.26, N = 3SE +/- 0.56, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3411.52373.56374.71420.37411.571. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

GraphicsMagick

Operation: Resizing

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.430060090012001500SE +/- 8.67, N = 3SE +/- 3.51, N = 3SE +/- 7.21, N = 3SE +/- 2.91, N = 3SE +/- 4.93, N = 3158515711607144416171. (CC) gcc options: -fopenmp -O3 -march=native -pthread -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.480160240320400SE +/- 0.31, N = 3SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.29, N = 3SE +/- 0.34, N = 3311.60314.56318.06321.39347.44MIN: 309.73 / MAX: 322.67MIN: 312.66 / MAX: 328.44MIN: 316.44 / MAX: 326.16MIN: 319.29 / MAX: 341.28MIN: 345.68 / MAX: 356.591. (CXX) g++ options: -O3 -march=native -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

GraphicsMagick

Operation: Rotate

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotateGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.42004006008001000SE +/- 5.24, N = 3SE +/- 2.52, N = 3SE +/- 7.25, N = 15SE +/- 7.07, N = 15SE +/- 3.51, N = 37658527948097761. (CC) gcc options: -fopenmp -O3 -march=native -pthread -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread

Botan

Test: Blowfish

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: BlowfishGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4110220330440550SE +/- 0.22, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.29, N = 3486.29442.67442.27491.14486.321. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4306090120150SE +/- 0.58, N = 3SE +/- 0.32, N = 3SE +/- 1.02, N = 3SE +/- 0.45, N = 3SE +/- 1.65, N = 12154.63142.93145.17146.10157.331. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mrdrnd -mbmi -mbmi2 -madx -mmpx -mabm -O3 -std=c99 -pedantic -march=native -lm

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.40.10520.21040.31560.42080.526SE +/- 0.004576, N = 4SE +/- 0.004665, N = 3SE +/- 0.000391, N = 3SE +/- 0.003487, N = 3SE +/- 0.002588, N = 30.4269020.4306760.4256750.4415000.467594MIN: 0.4MIN: 0.41MIN: 0.41MIN: 0.41MIN: 0.441. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Botan

Test: Blowfish - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish - DecryptGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4100200300400500SE +/- 0.30, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.21, N = 3474.80439.56442.41482.78475.411. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

QuantLib

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.46001200180024003000SE +/- 18.68, N = 3SE +/- 33.86, N = 4SE +/- 0.85, N = 3SE +/- 19.67, N = 3SE +/- 35.29, N = 32529.82749.12773.62586.32568.81. (CXX) g++ options: -O3 -march=native -rdynamic

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU-v2-v2 - Model: mobilenet-v2GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41.2062.4123.6184.8246.03SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 35.125.064.895.365.10MIN: 4.76 / MAX: 8.89MIN: 4.72 / MAX: 10.01MIN: 4.72 / MAX: 10.07MIN: 4.96 / MAX: 8.4MIN: 4.73 / MAX: 10.41. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4140K280K420K560K700KSE +/- 2003.80, N = 3SE +/- 1267.23, N = 3SE +/- 2406.19, N = 3SE +/- 3624.80, N = 3SE +/- 1621.16, N = 3630485.59597455.16601830.26618050.83650499.471. (CC) gcc options: -O2 -O3 -march=native -lrt" -lrt

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression SpeedGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.46001200180024003000SE +/- 2.75, N = 3SE +/- 14.84, N = 3SE +/- 2.25, N = 3SE +/- 10.70, N = 3SE +/- 4.29, N = 32876.92775.72782.72819.23017.61. (CC) gcc options: -O3 -march=native -pthread -lz

Botan

Test: CAST-256 - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256 - DecryptGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4306090120150SE +/- 0.06, N = 3SE +/- 0.50, N = 3SE +/- 0.28, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3151.25140.85140.48152.43150.881. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: CAST-256

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4306090120150SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.30, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3151.18141.03140.31152.24150.591. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Gcrypt Library

OpenBenchmarking.orgSeconds, Fewer Is BetterGcrypt Library 1.9GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.450100150200250SE +/- 0.44, N = 3SE +/- 0.18, N = 3SE +/- 0.33, N = 3SE +/- 0.27, N = 3SE +/- 0.21, N = 3193.41208.34196.22194.12193.971. (CC) gcc options: -O3 -march=native -fvisibility=hidden -lgpg-error

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v3GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4816243240SE +/- 0.42, N = 3SE +/- 0.42, N = 3SE +/- 0.43, N = 3SE +/- 0.10, N = 3SE +/- 0.28, N = 1530.8031.2830.8030.1532.41MIN: 30.12 / MAX: 31.88MIN: 30.28 / MAX: 31.97MIN: 30.14 / MAX: 31.87MIN: 29.77 / MAX: 30.53MIN: 29.17 / MAX: 33.891. (CXX) g++ options: -O3 -march=native -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: googlenetGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.43691215SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.31, N = 3SE +/- 0.23, N = 3SE +/- 0.28, N = 313.0612.8412.2112.7312.44MIN: 12.84 / MAX: 14.29MIN: 12.68 / MAX: 16.73MIN: 11.77 / MAX: 13.02MIN: 12.1 / MAX: 19.86MIN: 12 / MAX: 13.221. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

TNN

Target: CPU - Model: SqueezeNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41632486480SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 1.05, N = 369.3069.8069.2370.1273.94MIN: 68.65 / MAX: 70.61MIN: 69.16 / MAX: 70.99MIN: 68.59 / MAX: 70.34MIN: 69.44 / MAX: 71.63MIN: 72.33 / MAX: 77.081. (CXX) g++ options: -O3 -march=native -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: efficientnet-b0GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4246810SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 36.626.566.276.696.57MIN: 6.24 / MAX: 24.41MIN: 6.27 / MAX: 11.76MIN: 6.05 / MAX: 14.37MIN: 6.33 / MAX: 10.85MIN: 6.28 / MAX: 14.641. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression SpeedGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.46001200180024003000SE +/- 9.76, N = 3SE +/- 7.69, N = 9SE +/- 16.86, N = 3SE +/- 3.24, N = 3SE +/- 14.28, N = 32701.92642.22773.92676.82802.71. (CC) gcc options: -O3 -march=native -pthread -lz

GraphicsMagick

Operation: HWB Color Space

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpaceGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.42004006008001000SE +/- 0.88, N = 3SE +/- 1.15, N = 3SE +/- 1.33, N = 38649168849038641. (CC) gcc options: -fopenmp -O3 -march=native -pthread -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: resnet18GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.43691215SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.23, N = 3SE +/- 0.28, N = 311.1610.9710.9310.5410.58MIN: 11.03 / MAX: 11.45MIN: 10.84 / MAX: 20.49MIN: 10.84 / MAX: 11.27MIN: 10.19 / MAX: 17.98MIN: 10.2 / MAX: 11.571. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: mnasnetGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41.08452.1693.25354.3385.4225SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 34.804.724.584.824.73MIN: 4.42 / MAX: 16.22MIN: 4.46 / MAX: 10.72MIN: 4.39 / MAX: 10.87MIN: 4.55 / MAX: 12.4MIN: 4.44 / MAX: 11.541. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

VP9 libvpx Encoding

Speed: Speed 5 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 38.598.638.658.228.611. (CXX) g++ options: -m64 -lm -lpthread -O3 -march=native -fPIC -U_FORTIFY_SOURCE -std=gnu++11

Mobile Neural Network

Model: mobilenetV3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.40.54271.08541.62812.17082.7135SE +/- 0.011, N = 3SE +/- 0.032, N = 3SE +/- 0.011, N = 3SE +/- 0.012, N = 3SE +/- 0.015, N = 152.3412.4122.3722.4032.297MIN: 2.16 / MAX: 2.53MIN: 2.23 / MAX: 2.61MIN: 2.25 / MAX: 2.5MIN: 2.28 / MAX: 2.54MIN: 1.96 / MAX: 2.531. (CXX) g++ options: -O3 -march=native -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4246810SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.043, N = 3SE +/- 0.007, N = 3SE +/- 0.007, N = 36.8666.7806.5486.6426.5601. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -ljpeg -lpng16

Crypto++

Test: Unkeyed Algorithms

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Unkeyed AlgorithmsGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.480160240320400SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.68, N = 3SE +/- 0.02, N = 3SE +/- 0.65, N = 3372.58360.41374.64377.78375.231. (CXX) g++ options: -O3 -march=native -fPIC -pthread -pipe

oneDNN

Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4400800120016002000SE +/- 1.06, N = 3SE +/- 3.72, N = 3SE +/- 1.54, N = 3SE +/- 0.81, N = 3SE +/- 1.53, N = 31566.751566.251564.711573.181639.78MIN: 1558.77MIN: 1553.36MIN: 1557.51MIN: 1566.72MIN: 1630.861. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4400800120016002000SE +/- 0.93, N = 3SE +/- 2.29, N = 3SE +/- 0.75, N = 3SE +/- 1.09, N = 3SE +/- 2.09, N = 31565.411563.051567.411573.031636.96MIN: 1559.12MIN: 1555.64MIN: 1561.17MIN: 1566.77MIN: 1629.181. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.43691215SE +/- 0.02137, N = 3SE +/- 0.01742, N = 3SE +/- 0.02038, N = 3SE +/- 0.02091, N = 3SE +/- 0.00795, N = 39.390629.413469.594529.828589.79185MIN: 9.29MIN: 9.27MIN: 9.4MIN: 9.53MIN: 9.621. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Decompression SpeedGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.47001400210028003500SE +/- 3.06, N = 3SE +/- 5.37, N = 3SE +/- 2.91, N = 3SE +/- 2.28, N = 3SE +/- 2.27, N = 53285.53351.93332.73361.73436.81. (CC) gcc options: -O3 -march=native -pthread -lz

Etcpak

Configuration: DXT1

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: DXT1GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.430060090012001500SE +/- 0.37, N = 3SE +/- 0.47, N = 3SE +/- 1.30, N = 3SE +/- 1.51, N = 3SE +/- 0.45, N = 31484.231468.971419.371445.241450.561. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.411M22M33M44M55MSE +/- 623930.99, N = 3SE +/- 211973.29, N = 3SE +/- 432778.20, N = 8SE +/- 562135.06, N = 15SE +/- 508293.85, N = 1549942276522069635073457151140013506225521. (CXX) g++ options: -lgcov -m64 -lpthread -O3 -march=native -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

oneDNN

Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.40.2880.5760.8641.1521.44SE +/- 0.00554, N = 3SE +/- 0.00400, N = 3SE +/- 0.00255, N = 3SE +/- 0.00683, N = 3SE +/- 0.00348, N = 31.227031.230121.224961.232391.27991MIN: 1.18MIN: 1.19MIN: 1.18MIN: 1.18MIN: 1.231. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.40.84471.68942.53413.37884.2235SE +/- 0.090, N = 3SE +/- 0.018, N = 3SE +/- 0.058, N = 3SE +/- 0.069, N = 3SE +/- 0.040, N = 153.6693.7543.7293.7043.594MIN: 3.42 / MAX: 4.19MIN: 3.47 / MAX: 3.95MIN: 3.41 / MAX: 3.94MIN: 3.31 / MAX: 3.95MIN: 3.07 / MAX: 4.081. (CXX) g++ options: -O3 -march=native -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Decompression SpeedGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.48001600240032004000SE +/- 3.49, N = 15SE +/- 3.35, N = 3SE +/- 3.04, N = 15SE +/- 5.55, N = 3SE +/- 2.52, N = 133479.03553.23531.43547.43628.41. (CC) gcc options: -O3 -march=native -pthread -lz

SVT-VP9

Tuning: VMAF Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.470140210280350SE +/- 1.76, N = 14SE +/- 2.83, N = 6SE +/- 3.01, N = 5SE +/- 2.56, N = 13SE +/- 4.16, N = 3299.97297.32293.71306.08295.071. (CC) gcc options: -O3 -fcommon -march=native -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: resnet50GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4510152025SE +/- 0.29, N = 3SE +/- 0.24, N = 3SE +/- 0.24, N = 3SE +/- 0.30, N = 3SE +/- 0.29, N = 317.8717.7717.7418.3317.59MIN: 17.16 / MAX: 18.62MIN: 17.07 / MAX: 28.68MIN: 17.09 / MAX: 18.96MIN: 17.58 / MAX: 24.57MIN: 17.07 / MAX: 18.691. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

GraphicsMagick

Operation: Noise-Gaussian

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-GaussianGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.490180270360450SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 34034034033903871. (CC) gcc options: -fopenmp -O3 -march=native -pthread -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread

Liquid-DSP

Threads: 36 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 36 - Buffer Length: 256 - Filter Length: 57GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4200M400M600M800M1000MSE +/- 272213.15, N = 3SE +/- 1013283.99, N = 3SE +/- 1056729.76, N = 3SE +/- 120554.28, N = 3SE +/- 588132.64, N = 39406600009545366679375533339167900009216700001. (CC) gcc options: -O3 -march=native -pthread -lm -lc -lliquid

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU-v3-v3 - Model: mobilenet-v3GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41.0622.1243.1864.2485.31SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 34.644.664.544.724.57MIN: 4.36 / MAX: 10.01MIN: 4.46 / MAX: 12.92MIN: 4.37 / MAX: 11.47MIN: 4.49 / MAX: 7.39MIN: 4.37 / MAX: 9.051. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41.28772.57543.86315.15086.4385SE +/- 0.083, N = 3SE +/- 0.020, N = 3SE +/- 0.079, N = 3SE +/- 0.056, N = 3SE +/- 0.039, N = 155.6125.7235.5065.5945.540MIN: 5.24 / MAX: 6.01MIN: 5.47 / MAX: 6.72MIN: 5.22 / MAX: 5.91MIN: 5.4 / MAX: 5.85MIN: 5.06 / MAX: 6.721. (CXX) g++ options: -O3 -march=native -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Crypto++

Test: Keyed Algorithms

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Keyed AlgorithmsGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4160320480640800SE +/- 0.48, N = 3SE +/- 0.20, N = 3SE +/- 0.24, N = 3SE +/- 0.10, N = 3SE +/- 0.35, N = 3717.17692.99714.21714.49719.761. (CXX) g++ options: -O3 -march=native -fPIC -pthread -pipe

WebP Image Encode

Encode Settings: Quality 100, Lossless, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4918273645SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 337.8736.4737.1637.7036.871. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -ljpeg -lpng16

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.0Video Input: Chimera 1080p 10-bitGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.450100150200250SE +/- 0.50, N = 3SE +/- 1.18, N = 3SE +/- 0.48, N = 3SE +/- 0.39, N = 3SE +/- 0.34, N = 3222.27223.06221.94215.16219.69MIN: 157.09 / MAX: 436.51MIN: 157.45 / MAX: 397.96MIN: 157.38 / MAX: 404.98-lm - MIN: 151.62 / MAX: 411.26-lm - MIN: 156.35 / MAX: 406.231. (CC) gcc options: -O3 -march=native -pthread

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: squeezenet_ssdGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.448121620SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.36, N = 3SE +/- 0.06, N = 315.2615.2315.2815.6315.08MIN: 14.97 / MAX: 18.92MIN: 14.88 / MAX: 17.07MIN: 14.89 / MAX: 16.1MIN: 15.02 / MAX: 16.85MIN: 14.88 / MAX: 21.621. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4510152025SE +/- 0.13, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 321.8421.1621.0821.5321.641. (CXX) g++ options: -O3 -march=native -rdynamic -lpthread -lrt -ldl -lnuma

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.0Video Input: Summer Nature 4KGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.44080120160200SE +/- 2.16, N = 3SE +/- 1.13, N = 3SE +/- 1.97, N = 6SE +/- 0.89, N = 3SE +/- 1.65, N = 3195.15192.95194.06197.46199.89MIN: 149.2 / MAX: 222.59MIN: 132.83 / MAX: 217.9MIN: 131.48 / MAX: 225.93-lm - MIN: 150.4 / MAX: 226.05-lm - MIN: 143.79 / MAX: 228.441. (CC) gcc options: -O3 -march=native -pthread

VP9 libvpx Encoding

Speed: Speed 0 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41.1072.2143.3214.4285.535SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 34.844.874.924.754.871. (CXX) g++ options: -m64 -lm -lpthread -O3 -march=native -fPIC -U_FORTIFY_SOURCE -std=gnu++11

ViennaCL

Test: CPU BLAS - sAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sAXPYGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41632486480SE +/- 0.30, N = 3SE +/- 0.31, N = 3SE +/- 0.35, N = 3SE +/- 1.48, N = 3SE +/- 0.12, N = 370.370.770.168.871.21. (CXX) g++ options: -O3 -march=native -fopenmp -rdynamic -lOpenCL

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.460120180240300SE +/- 0.10, N = 3SE +/- 0.63, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3286.22288.91287.49289.96296.14MIN: 285.02 / MAX: 287.82MIN: 286.05 / MAX: 294.45MIN: 285.88 / MAX: 299.62MIN: 288.43 / MAX: 291.61MIN: 294.66 / MAX: 298.561. (CXX) g++ options: -O3 -march=native -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4KGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41.0082.0163.0244.0325.04SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 10SE +/- 0.06, N = 3SE +/- 0.05, N = 34.484.334.404.464.441. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4714212835SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 327.8628.0728.1027.1827.241. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: regnety_400mGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.448121620SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.21, N = 313.6313.9313.4813.7713.87MIN: 13.01 / MAX: 14.57MIN: 13.17 / MAX: 14.48MIN: 13.11 / MAX: 14.04MIN: 12.93 / MAX: 14.62MIN: 13.18 / MAX: 15.011. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

Etcpak

Configuration: ETC1 + Dithering

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1 + DitheringGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.470140210280350SE +/- 0.38, N = 3SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 2.72, N = 3SE +/- 0.09, N = 3329.49327.33325.28329.13336.111. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

ViennaCL

Test: CPU BLAS - dGEMV-N

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-NGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41632486480SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.31, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 371.671.771.469.571.81. (CXX) g++ options: -O3 -march=native -fopenmp -rdynamic -lOpenCL

Opus Codec Encoding

WAV To Opus Encode

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4246810SE +/- 0.031, N = 5SE +/- 0.013, N = 5SE +/- 0.011, N = 5SE +/- 0.011, N = 5SE +/- 0.021, N = 58.2838.4568.1868.2838.2411. (CXX) g++ options: -O3 -march=native -fvisibility=hidden -logg -lm

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Compression SpeedGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.490180270360450SE +/- 4.87, N = 3SE +/- 5.64, N = 3SE +/- 5.56, N = 3SE +/- 4.99, N = 3SE +/- 4.23, N = 5424.0419.5432.7425.7429.41. (CC) gcc options: -O3 -march=native -pthread -lz

oneDNN

Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.40.66351.3271.99052.6543.3175SE +/- 0.01261, N = 3SE +/- 0.01584, N = 3SE +/- 0.01797, N = 3SE +/- 0.01360, N = 3SE +/- 0.01601, N = 32.939782.934282.946702.949032.86008MIN: 2.83MIN: 2.83MIN: 2.84MIN: 2.85MIN: 2.771. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Tachyon

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41122334455SE +/- 0.08, N = 3SE +/- 0.26, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 347.9047.8749.3248.1647.881. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

Liquid-DSP

Threads: 32 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 32 - Buffer Length: 256 - Filter Length: 57GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4200M400M600M800M1000MSE +/- 2904171.33, N = 3SE +/- 4781007.56, N = 3SE +/- 4623189.13, N = 3SE +/- 353836.12, N = 3SE +/- 539269.05, N = 39397166679511700009444333339246300009302366671. (CC) gcc options: -O3 -march=native -pthread -lm -lc -lliquid

SVT-VP9

Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.470140210280350SE +/- 1.79, N = 3SE +/- 2.35, N = 3SE +/- 0.68, N = 3SE +/- 0.21, N = 3SE +/- 1.42, N = 3306.89305.72303.54310.79302.251. (CC) gcc options: -O3 -fcommon -march=native -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.42004006008001000SE +/- 0.16, N = 3SE +/- 0.70, N = 3SE +/- 0.15, N = 3SE +/- 1.32, N = 3SE +/- 1.46, N = 3938.22936.88935.38939.92961.38MIN: 930.52MIN: 931.54MIN: 931.25MIN: 933.27MIN: 955.171. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: blazefaceGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.40.58731.17461.76192.34922.9365SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 32.612.552.542.562.54MIN: 2.47 / MAX: 3.3MIN: 2.47 / MAX: 3.17MIN: 2.46 / MAX: 3.12MIN: 2.5 / MAX: 3.31MIN: 2.45 / MAX: 3.321. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: mobilenetGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.448121620SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 313.8113.7913.8114.1613.94MIN: 13.51 / MAX: 20.36MIN: 13.61 / MAX: 14.23MIN: 13.64 / MAX: 14.54MIN: 13.93 / MAX: 14.76MIN: 13.68 / MAX: 22.271. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.40.40310.80621.20931.61242.0155SE +/- 0.00494, N = 3SE +/- 0.00508, N = 3SE +/- 0.00613, N = 3SE +/- 0.00719, N = 3SE +/- 0.00782, N = 31.755201.762641.744711.763081.79150MIN: 1.69MIN: 1.69MIN: 1.66MIN: 1.7MIN: 1.741. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.448121620SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 317.2516.8016.8917.2016.821. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -ljpeg -lpng16

ViennaCL

Test: CPU BLAS - sCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sCOPYGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41122334455SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.27, N = 3SE +/- 0.17, N = 346.446.746.445.947.11. (CXX) g++ options: -O3 -march=native -fopenmp -rdynamic -lOpenCL

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.42004006008001000SE +/- 0.69, N = 3SE +/- 0.60, N = 3SE +/- 0.46, N = 3SE +/- 0.50, N = 3SE +/- 0.63, N = 3935.96938.04936.49937.61960.13MIN: 930.6MIN: 933.04MIN: 932.18MIN: 932.91MIN: 955.071. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Timed HMMer Search

Pfam Database Search

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.2Pfam Database SearchGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4306090120150SE +/- 0.32, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3126.69126.62129.45126.20126.511. (CC) gcc options: -O3 -march=native -pthread -lhmmer -leasel -lm -lmpi

Botan

Test: KASUMI

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMIGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.420406080100SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.25, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 398.20100.70100.6199.72100.411. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Ngspice

Circuit: C7552

OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C7552GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4306090120150SE +/- 1.51, N = 3SE +/- 0.26, N = 3SE +/- 1.05, N = 3SE +/- 1.35, N = 3SE +/- 1.54, N = 3126.88129.40128.32126.20127.691. (CC) gcc options: -O3 -march=native -fopenmp -lm -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

LAME MP3 Encoding

WAV To MP3

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4246810SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.011, N = 38.7308.7328.5998.7168.5251. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -march=native -lm

7-Zip Compression

Compress Speed Test

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed TestGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.420K40K60K80K100KSE +/- 46.23, N = 3SE +/- 304.44, N = 3SE +/- 228.39, N = 3SE +/- 69.57, N = 3SE +/- 343.09, N = 397426981499849399711982981. (CXX) g++ options: -pipe -lpthread

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression SpeedGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41020304050SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 343.944.343.943.343.51. (CC) gcc options: -O3 -march=native -pthread -lz

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.43691215SE +/- 0.01276, N = 3SE +/- 0.01164, N = 3SE +/- 0.00808, N = 3SE +/- 0.01311, N = 3SE +/- 0.01517, N = 39.350959.355509.342069.347669.55455MIN: 9.29MIN: 9.29MIN: 9.28MIN: 9.29MIN: 9.51. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Etcpak

Configuration: ETC2

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.44080120160200SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3197.63194.76197.13198.11199.101. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

PJSIP

Method: OPTIONS, Stateless

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatelessGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.430K60K90K120K150KSE +/- 1006.09, N = 3SE +/- 946.90, N = 3SE +/- 734.59, N = 3SE +/- 578.10, N = 3SE +/- 1635.40, N = 41382221364441379661353021359031. (CC) gcc options: -lstdc++ -lssl -lcrypto -lm -lrt -lpthread -O3 -march=native

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: alexnetGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.43691215SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 39.189.088.999.059.15MIN: 9.11 / MAX: 9.74MIN: 9 / MAX: 11.81MIN: 8.73 / MAX: 9.39MIN: 8.96 / MAX: 19.48MIN: 9.08 / MAX: 9.591. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

PJSIP

Method: INVITE

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: INVITEGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.47001400210028003500SE +/- 6.36, N = 3SE +/- 7.22, N = 3SE +/- 25.40, N = 15SE +/- 25.16, N = 15SE +/- 27.02, N = 3328132403304330732521. (CC) gcc options: -lstdc++ -lssl -lcrypto -lm -lrt -lpthread -O3 -march=native

C-Ray

Total Time - 4K, 16 Rays Per Pixel

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4714212835SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 330.4329.9629.9729.8230.041. (CC) gcc options: -lm -lpthread -O3 -march=native

VOSK Speech Recognition Toolkit

OpenBenchmarking.orgSeconds, Fewer Is BetterVOSK Speech Recognition Toolkit 0.3.21GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4510152025SE +/- 0.12, N = 3SE +/- 0.26, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 320.7520.8920.5720.7220.99

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4KGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4510152025SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 319.2819.6419.6719.4019.341. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Botan

Test: KASUMI - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMI - DecryptGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.420406080100SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 396.8897.0096.6197.6498.561. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.410002000300040005000SE +/- 13.08, N = 3SE +/- 0.64, N = 3SE +/- 2.82, N = 3SE +/- 0.61, N = 3SE +/- 5.70, N = 34538.664592.954580.194522.734609.401. (CC) gcc options: -O3 -march=native -mavx2

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: vgg16GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4816243240SE +/- 0.47, N = 3SE +/- 0.52, N = 3SE +/- 0.53, N = 3SE +/- 0.37, N = 3SE +/- 0.49, N = 336.3536.5636.7036.2036.01MIN: 35.3 / MAX: 37.7MIN: 35.42 / MAX: 58.41MIN: 35.5 / MAX: 41.99MIN: 35.36 / MAX: 47.25MIN: 35.37 / MAX: 37.681. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

SecureMark

Benchmark: SecureMark-TLS

OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.460K120K180K240K300KSE +/- 95.66, N = 3SE +/- 68.80, N = 3SE +/- 101.43, N = 3SE +/- 106.27, N = 3SE +/- 247.29, N = 32634722595652645142598692634571. (CC) gcc options: -pedantic -O3

GraphicsMagick

Operation: Enhanced

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: EnhancedGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4901802703604504274324294244241. (CC) gcc options: -fopenmp -O3 -march=native -pthread -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lz -lm -lpthread

C-Blosc

Compressor: blosclz

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.0Compressor: blosclzGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.43K6K9K12K15KSE +/- 21.15, N = 3SE +/- 69.56, N = 3SE +/- 37.20, N = 3SE +/- 11.42, N = 3SE +/- 18.15, N = 311713.411926.811889.411800.711802.61. (CC) gcc options: -std=gnu99 -O3 -pthread -lrt -lm

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.40.55731.11461.67192.22922.7865SE +/- 0.025, N = 3SE +/- 0.024, N = 3SE +/- 0.029, N = 3SE +/- 0.025, N = 3SE +/- 0.012, N = 152.4672.4772.4772.4332.455MIN: 2.32 / MAX: 2.68MIN: 2.3 / MAX: 2.65MIN: 2.3 / MAX: 2.74MIN: 2.32 / MAX: 2.62MIN: 2.23 / MAX: 3.161. (CXX) g++ options: -O3 -march=native -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

AOM AV1

Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4KGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4246810SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 12SE +/- 0.05, N = 3SE +/- 0.08, N = 157.387.517.497.517.431. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Crypto++

Test: Integer + Elliptic Curve Public Key Algorithms

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Integer + Elliptic Curve Public Key AlgorithmsGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.412002400360048006000SE +/- 1.85, N = 3SE +/- 1.99, N = 3SE +/- 5.19, N = 3SE +/- 1.33, N = 3SE +/- 6.16, N = 35503.085593.135532.475519.145538.551. (CXX) g++ options: -O3 -march=native -fPIC -pthread -pipe

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.450100150200250SE +/- 3.33, N = 3SE +/- 3.10, N = 3SE +/- 1.58, N = 3SE +/- 1.34, N = 3SE +/- 1.22, N = 3246.75244.05244.56247.45243.481. (CC) gcc options: -O3 -fcommon -march=native -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very FastGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4510152025SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 321.0921.0121.1521.3521.201. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O3 -march=native -lpthread -lm -lrt

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: shufflenet-v2GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41.13632.27263.40894.54525.6815SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 35.025.054.985.054.97MIN: 4.83 / MAX: 15.94MIN: 4.88 / MAX: 9.37MIN: 4.88 / MAX: 8.6MIN: 4.83 / MAX: 14.14MIN: 4.8 / MAX: 8.91. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

SQLite Speedtest

Timed Time - Size 1,000

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41326395265SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.22, N = 3SE +/- 0.09, N = 357.3057.4156.7257.6157.031. (CC) gcc options: -O3 -march=native -ldl -lz -lpthread

FLAC Audio Encoding

WAV To FLAC

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4246810SE +/- 0.004, N = 5SE +/- 0.009, N = 5SE +/- 0.014, N = 5SE +/- 0.012, N = 5SE +/- 0.006, N = 58.3698.4118.3798.4368.5001. (CXX) g++ options: -O3 -march=native -fvisibility=hidden -logg -lm

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression SpeedGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41428425670SE +/- 0.56, N = 3SE +/- 0.50, N = 9SE +/- 0.47, N = 3SE +/- 0.19, N = 3SE +/- 0.50, N = 360.161.060.860.360.21. (CC) gcc options: -O3 -march=native -pthread -lz

libjpeg-turbo tjbench

Test: Decompression Throughput

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.1.0Test: Decompression ThroughputGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.450100150200250SE +/- 0.30, N = 3SE +/- 0.47, N = 3SE +/- 0.26, N = 3SE +/- 0.03, N = 3SE +/- 0.84, N = 3219.54218.62217.43218.81220.621. (CC) gcc options: -O3 -march=native -rdynamic

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 4 - Input: Bosphorus 4KGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.40.30580.61160.91741.22321.529SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.005, N = 3SE +/- 0.001, N = 31.3591.3471.3481.3401.3551. (CXX) g++ options: -O3 -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.43691215SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 312.0612.0911.9711.9312.021. (CXX) g++ options: -O3 -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

ViennaCL

Test: CPU BLAS - sDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sDOTGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.420406080100SE +/- 0.33, N = 3SE +/- 0.43, N = 3SE +/- 0.49, N = 3SE +/- 0.42, N = 3SE +/- 0.26, N = 377.477.677.177.078.01. (CXX) g++ options: -O3 -march=native -fopenmp -rdynamic -lOpenCL

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra FastGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4918273645SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 340.6440.3140.2040.1340.161. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O3 -march=native -lpthread -lm -lrt

PJSIP

Method: OPTIONS, Stateful

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatefulGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.412002400360048006000SE +/- 8.67, N = 3SE +/- 53.69, N = 3SE +/- 23.13, N = 3SE +/- 16.26, N = 3SE +/- 24.67, N = 3574457695763580157291. (CC) gcc options: -lstdc++ -lssl -lcrypto -lm -lrt -lpthread -O3 -march=native

SVT-HEVC

Tuning: 1 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.43691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 313.0412.9612.9412.8812.911. (CC) gcc options: -O3 -march=native -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

Ngspice

Circuit: C2670

OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C2670GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4306090120150SE +/- 1.13, N = 3SE +/- 0.92, N = 3SE +/- 0.83, N = 3SE +/- 0.81, N = 3SE +/- 0.71, N = 3133.91134.71135.43134.35134.221. (CC) gcc options: -O3 -march=native -fopenmp -lm -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.480160240320400SE +/- 1.74, N = 3SE +/- 1.99, N = 3SE +/- 0.75, N = 3SE +/- 0.95, N = 3SE +/- 0.96, N = 3372.69375.65375.32374.62376.891. (CC) gcc options: -O3 -march=native -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

oneDNN

Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41.25892.51783.77675.03566.2945SE +/- 0.01959, N = 3SE +/- 0.02335, N = 3SE +/- 0.02089, N = 3SE +/- 0.02371, N = 3SE +/- 0.02285, N = 35.533345.545445.536725.540625.59533MIN: 5.38MIN: 5.4MIN: 5.38MIN: 5.4MIN: 5.451. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.43691215SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 310.9210.9210.9311.0210.96MIN: 10.74MIN: 10.74MIN: 10.77MIN: 10.79MIN: 10.741. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.44080120160200SE +/- 0.44, N = 3SE +/- 0.31, N = 3SE +/- 0.32, N = 3SE +/- 0.58, N = 3SE +/- 0.18, N = 3189.88191.02191.33190.03190.621. (CC) gcc options: -O3 -march=native -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

ViennaCL

Test: CPU BLAS - dGEMV-T

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-TGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.420406080100SE +/- 0.07, N = 3SE +/- 0.38, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.10, N = 379.679.379.579.979.71. (CXX) g++ options: -O3 -march=native -fopenmp -rdynamic -lOpenCL

Botan

Test: AES-256

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.49001800270036004500SE +/- 4.08, N = 3SE +/- 2.67, N = 3SE +/- 7.30, N = 3SE +/- 0.87, N = 3SE +/- 0.82, N = 33999.253985.273972.023998.633987.081. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

GnuPG

2.7GB Sample File Encryption

OpenBenchmarking.orgSeconds, Fewer Is BetterGnuPG 2.2.272.7GB Sample File EncryptionGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41428425670SE +/- 0.36, N = 3SE +/- 0.23, N = 3SE +/- 0.56, N = 3SE +/- 0.17, N = 3SE +/- 0.19, N = 364.4264.2064.6164.2464.231. (CC) gcc options: -O3 -march=native

TNN

Target: CPU - Model: DenseNet

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.48001600240032004000SE +/- 0.59, N = 3SE +/- 0.77, N = 3SE +/- 0.21, N = 3SE +/- 0.16, N = 3SE +/- 2.55, N = 33508.293508.393524.753505.933527.68MIN: 3489.27 / MAX: 3603.98MIN: 3486.98 / MAX: 3606.8MIN: 3509.67 / MAX: 3548.51MIN: 3487.54 / MAX: 3535.34MIN: 3508.67 / MAX: 3981.671. (CXX) g++ options: -O3 -march=native -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

ViennaCL

Test: CPU BLAS - dAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dAXPYGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41326395265SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 357.357.457.257.157.41. (CXX) g++ options: -O3 -march=native -fopenmp -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dCOPYGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4918273645SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.15, N = 338.338.338.238.138.11. (CXX) g++ options: -O3 -march=native -fopenmp -rdynamic -lOpenCL

oneDNN

Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.40.11890.23780.35670.47560.5945SE +/- 0.003324, N = 3SE +/- 0.003036, N = 3SE +/- 0.003225, N = 3SE +/- 0.003001, N = 3SE +/- 0.003361, N = 30.5260140.5281330.5279390.5284160.526798MIN: 0.5MIN: 0.5MIN: 0.5MIN: 0.5MIN: 0.51. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.40.10380.20760.31140.41520.519SE +/- 0.001585, N = 3SE +/- 0.000687, N = 3SE +/- 0.001427, N = 3SE +/- 0.000631, N = 3SE +/- 0.001062, N = 30.4604820.4599560.4596600.4614590.459456MIN: 0.45MIN: 0.45MIN: 0.45MIN: 0.45MIN: 0.451. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

WavPack Audio Encoding

WAV To WavPack

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.43691215SE +/- 0.02, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 513.3413.3513.3313.3613.381. (CXX) g++ options: -O3 -march=native -rdynamic

Botan

Test: AES-256 - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256 - DecryptGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.49001800270036004500SE +/- 0.87, N = 3SE +/- 0.79, N = 3SE +/- 4.17, N = 3SE +/- 1.28, N = 3SE +/- 0.39, N = 33998.483995.233993.173991.203993.891. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

libgav1

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.16.3Video Input: Chimera 1080p 10-bitGCC 12.0.0 20210701510152025SE +/- 0.01, N = 321.321. (CXX) g++ options: -O3 -march=native -lpthread -lrt

libgav1

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.16.3Video Input: Summer Nature 4KGCC 12.0.0 20210701714212835SE +/- 0.01, N = 328.241. (CXX) g++ options: -O3 -march=native -lpthread -lrt

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: yolov4-tinyGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4510152025SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 1.86, N = 3SE +/- 0.25, N = 3SE +/- 0.19, N = 321.2621.3722.8320.8421.35MIN: 20 / MAX: 24.4MIN: 20.44 / MAX: 22.72MIN: 20.18 / MAX: 937.4MIN: 19.92 / MAX: 24.91MIN: 20.42 / MAX: 33.91. (CXX) g++ options: -O3 -march=native -rdynamic -lgomp -lpthread -pthread

Mobile Neural Network

Model: squeezenetv1.1

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1GCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41.0372.0743.1114.1485.185SE +/- 0.162, N = 3SE +/- 0.007, N = 3SE +/- 0.149, N = 3SE +/- 0.036, N = 3SE +/- 0.061, N = 154.2714.6094.2834.5644.420MIN: 3.97 / MAX: 4.72MIN: 4.51 / MAX: 4.78MIN: 3.97 / MAX: 4.71MIN: 4.42 / MAX: 4.75MIN: 3.98 / MAX: 4.761. (CXX) g++ options: -O3 -march=native -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

ViennaCL

Test: CPU BLAS - dDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dDOTGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.41428425670SE +/- 9.10, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 354.763.763.763.663.71. (CXX) g++ options: -O3 -march=native -fopenmp -rdynamic -lOpenCL

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUGCC 10.3GCC 11.1GCC 12.0.0 20210701GCC 8.5GCC 9.4246810SE +/- 0.03159, N = 3SE +/- 0.03513, N = 3SE +/- 0.03413, N = 3SE +/- 0.02602, N = 3SE +/- 0.17046, N = 147.901637.904777.912587.890328.10038MIN: 7.61MIN: 7.56MIN: 7.63MIN: 7.58MIN: 7.581. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl


Phoronix Test Suite v10.8.5