AMD Ryzen 9 7900X Linux

AMD Ryzen 9 7900X 12-Core testing with a ASRock X670E PG Lightning (1.11 BIOS) and XFX AMD Radeon RX 6400 4GB on Ubuntu 22.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2211114-PTS-AMDRYZEN44
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  Test
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a
November 10 2022
  9 Hours, 25 Minutes
b
November 11 2022
  7 Hours, 29 Minutes
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  8 Hours, 27 Minutes
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AMD Ryzen 9 7900X LinuxOpenBenchmarking.orgPhoronix Test Suite 10.8.4AMD Ryzen 9 7900X 12-Core @ 5.73GHz (12 Cores / 24 Threads)ASRock X670E PG Lightning (1.11 BIOS)AMD Device 14d832GB1000GB Western Digital WDS100T1X0E-00AFY0XFX AMD Radeon RX 6400 4GB (2320/1000MHz)AMD Navi 21/23ASUS MG28URealtek RTL8125 2.5GbEUbuntu 22.105.19.0-23-generic (x86_64)GNOME Shell 43.0X Server + Wayland4.6 Mesa 22.2.1 (LLVM 15.0.2 DRM 3.47)1.3.224GCC 12.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionAMD Ryzen 9 7900X Linux BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - NONE / errors=remount-ro,relatime,rw / Block Size: 4096- Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa601203 - Python 3.10.7- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

a vs. b ComparisonPhoronix Test Suite 10.8.4Baseline+7.6%+7.6%+15.2%+15.2%+22.8%+22.8%+30.4%+30.4%16.8%13.5%13.4%12.6%11.9%10.7%10.2%8.8%7.6%7.6%7.2%6.7%6.2%6%5.9%5.5%5.3%5.3%5.2%5%5%5%5%4.6%4.4%4.1%3.8%3.8%3.5%3.5%3.4%3.4%3.3%3.3%3.3%2.9%2.9%2.5%2.2%2.2%2.1%2%2%4.6%Blake-2 S30.5%Speed 6 Realtime - Bosphorus 1080p100 - 50 - Read Write - Average Latency100 - 50 - Read WriteMutex100 - 1 - Read Only - Average Latency12.5%5.P.T.5.P.S.6.QSocket Activity11.3%IO_uringAllIP Shapes 3D - u8s8f32 - CPU9.5%1.R.W.A.D.F.R.C.CFutex8.8%100 - 1 - Read Only8.1%5 - 4KContext SwitchingCrypto7.6%14.P.1.P.M.2.QMobileNetV2_2246.4%Speed 9 Realtime - Bosphorus 4KPNG - 80NUMA6%PNG - 90Speed 10 Realtime - Bosphorus 4KSpeed 8 Realtime - Bosphorus 4KJPEG - 901.R.W.A.D.S.RT.S.2.OIP Shapes 1D - u8s8f32 - CPUF.x.AMonero - 1MMatrix Math5%nasnet4.7%JPEG - 805 - 1080pJPEG - 1004.3%4.P.1.P.M.2.Q1 - 100 - Read OnlySHA3-2563.8%IP Shapes 3D - bf16bf16bf16 - CPU3.8%Speed 8 Realtime - Bosphorus 1080psqueezenetv1.13.5%1 - 100 - Read Only - Average LatencyD.B.s - u8s8f32 - CPUSpeed 6 Realtime - Bosphorus 4KD.B.s - f32 - CPUCPU Cache100 - 100 - Read Write - Average Latency100 - 100 - Read Write10003%Garlicoin3%ForkingSpeed 0 Two-Pass - Bosphorus 4KmobilenetV32.7%22.5%Deepcoind.S.M.S - Mesh Time2.4%resnet-v2-50blosclz bitshuffleAtomic2.2%blosclz shuffle50 - 1:52%inception-v3100 - 50 - Read OnlyF.x.ACpuminer-OptAOM AV1PostgreSQLPostgreSQLStress-NGPostgreSQLsrsRANStress-NGStress-NGJPEG XL Decoding libjxloneDNNClickHouseStress-NGPostgreSQLQuadRayStress-NGStress-NGJPEG XL Decoding libjxlsrsRANMobile Neural NetworkAOM AV1JPEG XL libjxlStress-NGJPEG XL libjxlAOM AV1AOM AV1JPEG XL libjxlClickHouseCpuminer-OptoneDNNSMHasherXmrigStress-NGMobile Neural NetworkJPEG XL libjxlQuadRayJPEG XL libjxlsrsRANPostgreSQLSMHasheroneDNNAOM AV1Mobile Neural NetworkPostgreSQLoneDNNAOM AV1oneDNNStress-NGPostgreSQLPostgreSQLnginxCpuminer-OptStress-NGAOM AV1Mobile Neural Networklibavif avifencCpuminer-OptOpenFOAMMobile Neural NetworkC-BloscStress-NGC-BloscDragonflydbMobile Neural NetworkPostgreSQLSMHasherab

AMD Ryzen 9 7900X Linuxcpuminer-opt: Blake-2 Saom-av1: Speed 6 Realtime - Bosphorus 1080ppgbench: 100 - 50 - Read Write - Average Latencypgbench: 100 - 50 - Read Writestress-ng: Mutexpgbench: 100 - 1 - Read Only - Average Latencysrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMstress-ng: Socket Activitystress-ng: IO_uringjpegxl-decode: Allonednn: IP Shapes 3D - u8s8f32 - CPUclickhouse: 100M Rows Web Analytics Dataset, First Run / Cold Cachestress-ng: Futexpgbench: 100 - 1 - Read Onlyquadray: 5 - 4Kstress-ng: Context Switchingstress-ng: Cryptojpegxl-decode: 1srsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMmnn: MobileNetV2_224aom-av1: Speed 9 Realtime - Bosphorus 4Kjpegxl: PNG - 80stress-ng: NUMAjpegxl: PNG - 90aom-av1: Speed 10 Realtime - Bosphorus 4Kaom-av1: Speed 8 Realtime - Bosphorus 4Kjpegxl: JPEG - 90clickhouse: 100M Rows Web Analytics Dataset, Second Runcpuminer-opt: Triple SHA-256, Onecoinonednn: IP Shapes 1D - u8s8f32 - CPUsmhasher: FarmHash32 x86_64 AVXxmrig: Monero - 1Mstress-ng: Matrix Mathmnn: nasnetjpegxl: JPEG - 80quadray: 5 - 1080pjpegxl: JPEG - 100srsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMpgbench: 1 - 100 - Read Onlysmhasher: SHA3-256onednn: IP Shapes 3D - bf16bf16bf16 - CPUaom-av1: Speed 8 Realtime - Bosphorus 1080pmnn: squeezenetv1.1pgbench: 1 - 100 - Read Only - Average Latencyonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUaom-av1: Speed 6 Realtime - Bosphorus 4Konednn: Deconvolution Batch shapes_1d - f32 - CPUstress-ng: CPU Cachepgbench: 100 - 100 - Read Write - Average Latencypgbench: 100 - 100 - Read Writenginx: 1000cpuminer-opt: Garlicoinstress-ng: Forkingaom-av1: Speed 0 Two-Pass - Bosphorus 4Kmnn: mobilenetV3avifenc: 2cpuminer-opt: Deepcoinopenfoam: drivaerFastback, Small Mesh Size - Mesh Timemnn: resnet-v2-50blosc: blosclz bitshufflestress-ng: Atomicblosc: blosclz shuffledragonflydb: 50 - 1:5mnn: inception-v3pgbench: 100 - 50 - Read Onlyjpegxl: PNG - 100cpuminer-opt: Quad SHA-256, Pyriteopenfoam: drivaerFastback, Medium Mesh Size - Mesh Timepgbench: 1 - 1 - Read Onlynatron: Spaceshipbuild-erlang: Time To Compilequadray: 2 - 4Kdragonflydb: 200 - 1:5clickhouse: 100M Rows Web Analytics Dataset, Third Runquadray: 2 - 1080ponednn: IP Shapes 1D - bf16bf16bf16 - CPUaom-av1: Speed 10 Realtime - Bosphorus 1080pmnn: SqueezeNetV1.0deepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamsrsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAMpgbench: 1 - 50 - Read Only - Average Latencynginx: 500pgbench: 100 - 50 - Read Only - Average Latencyavifenc: 6, Losslesspgbench: 1 - 1 - Read Write - Average Latencydragonflydb: 200 - 1:1openfoam: drivaerFastback, Small Mesh Size - Execution Timepgbench: 1 - 1 - Read Writecpuminer-opt: Magisrsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMaom-av1: Speed 6 Two-Pass - Bosphorus 4Kbrl-cad: VGR Performance Metricopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUsmhasher: MeowHash x86_64 AES-NInginx: 200cpuminer-opt: scryptopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUdragonflydb: 50 - 1:1ffmpeg: libx265 - Platformffmpeg: libx265 - Platformdragonflydb: 50 - 5:1cpuminer-opt: Myriad-Groestlsrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMpgbench: 1 - 50 - Read Onlynginx: 100quadray: 1 - 4Ksrsran: OFDM_Testsmhasher: wyhashavifenc: 6deepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamstress-ng: Glibc Qsort Data Sortingdeepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamavifenc: 0openvino: Person Detection FP16 - CPUbuild-nodejs: Time To Compilepgbench: 100 - 1 - Read Write - Average Latencydeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streambuild-python: Defaultdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamopenradioss: Bird Strike on Windshieldstress-ng: Mallocpgbench: 100 - 1 - Read Writeopenradioss: Rubber O-Ring Seal Installationffmpeg: libx264 - Video On Demandpgbench: 100 - 100 - Read Only - Average Latencyffmpeg: libx264 - Video On Demandencodec: 24 kbpssmhasher: fasthash32build-wasmer: Time To Compileaom-av1: Speed 4 Two-Pass - Bosphorus 4Kmnn: mobilenet-v1-1.0y-cruncher: 500Mffmpeg: libx265 - Video On Demandffmpeg: libx265 - Video On Demandstress-ng: Memory Copyingcpuminer-opt: x25xpgbench: 100 - 100 - Read Onlyopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUencode-flac: WAV To FLACblender: Fishy Cat - CPU-Onlystress-ng: MMAPopenvino: Person Detection FP16 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUquadray: 1 - 1080psrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMsmhasher: Spooky32aom-av1: Speed 6 Two-Pass - Bosphorus 1080pffmpeg: libx264 - Platformffmpeg: libx264 - Platformbuild-python: Released Build, PGO + LTO Optimizednekrs: TurboPipe Periodicsmhasher: t1ha2_atonceopenvino: Person Vehicle Bike Detection FP16 - CPUxmrig: Wownero - 1Mopenvino: Age Gender Recognition Retail 0013 FP16 - CPUencodec: 3 kbpspgbench: 1 - 50 - Read Write - Average Latencypgbench: 1 - 50 - Read Writeopenvino: Face Detection FP16 - CPUffmpeg: libx264 - Uploadffmpeg: libx264 - Uploadaom-av1: Speed 9 Realtime - Bosphorus 1080pblender: Classroom - CPU-Onlyonednn: Recurrent Neural Network Inference - f32 - CPUbuild-php: Time To Compiledeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamspacy: en_core_web_trfffmpeg: libx265 - Uploadstress-ng: SENDFILEonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUpgbench: 1 - 100 - Read Write - Average Latencypgbench: 1 - 100 - Read Writeencodec: 6 kbpsstress-ng: Semaphoresopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection FP16 - CPUavifenc: 10, Losslessffmpeg: libx265 - Uploadencodec: 1.5 kbpsonednn: IP Shapes 3D - f32 - CPUopenradioss: Bumper Beamffmpeg: libx265 - Liveunpack-linux: linux-5.19.tar.xzstress-ng: System V Message Passingaom-av1: Speed 4 Two-Pass - Bosphorus 1080popenvino: Person Vehicle Bike Detection FP16 - CPUquadray: 3 - 4Kffmpeg: libx265 - Livestream: Addopenfoam: drivaerFastback, Medium Mesh Size - Execution Timeopenradioss: INIVOL and Fluid Structure Interaction Drop Containertensorflow: CPU - 16 - AlexNetminibude: OpenMP - BM2stress-ng: Vector Mathminibude: OpenMP - BM2stress-ng: CPU Stressdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Streamblender: BMW27 - CPU-Onlydeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Streamsmhasher: FarmHash128deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamcompress-7zip: Decompression Ratingonednn: Recurrent Neural Network Training - f32 - CPUtensorflow: CPU - 64 - GoogLeNetquadray: 3 - 1080pdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamcpuminer-opt: Ringcoincompress-7zip: Compression Ratingffmpeg: libx264 - Liveonednn: Recurrent Neural Network Inference - u8s8f32 - CPUffmpeg: libx264 - Livedeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamtensorflow: CPU - 32 - AlexNetdragonflydb: 200 - 5:1cpuminer-opt: Skeincoinonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamtensorflow: CPU - 64 - ResNet-50stream: Triadopenradioss: Cell Phone Drop Testsmhasher: t1ha0_aes_avx2 x86_64openvino: Vehicle Detection FP16-INT8 - CPUtensorflow: CPU - 256 - AlexNetdeepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamstream: Copyonednn: Convolution Batch Shapes Auto - f32 - CPUtensorflow: CPU - 32 - ResNet-50tensorflow: CPU - 64 - AlexNetsrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMtensorflow: CPU - 256 - GoogLeNetdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamcpuminer-opt: LBC, LBRY Creditsdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamstream: Scaletensorflow: CPU - 512 - GoogLeNetonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUspacy: en_core_web_lgopenvino: Face Detection FP16-INT8 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUstress-ng: Glibc C String Functionsdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamtensorflow: CPU - 256 - ResNet-50onednn: IP Shapes 1D - f32 - CPUopenvino: Face Detection FP16-INT8 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUtensorflow: CPU - 32 - GoogLeNety-cruncher: 1Bdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamblender: Barbershop - CPU-Onlytensorflow: CPU - 16 - ResNet-50deepsparse: CV Detection,YOLOv5s COCO - Synchronous Single-Streamminibude: OpenMP - BM1openvino: Weld Porosity Detection FP16 - CPUdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamminibude: OpenMP - BM1openvino: Weld Porosity Detection FP16-INT8 - CPUdeepsparse: CV Detection,YOLOv5s COCO - Synchronous Single-Streamonednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUstress-ng: MEMFDdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamonednn: Deconvolution Batch shapes_3d - f32 - CPUtensorflow: CPU - 512 - AlexNetopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenfoam: motorBike - Execution Timeopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUblender: Pabellon Barcelona - CPU-Onlytensorflow: CPU - 16 - GoogLeNetpgbench: 1 - 1 - Read Only - Average Latencyaom-av1: Speed 0 Two-Pass - Bosphorus 1080psrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMsmhasher: MeowHash x86_64 AES-NIsmhasher: t1ha0_aes_avx2 x86_64smhasher: FarmHash32 x86_64 AVXsmhasher: t1ha2_atoncesmhasher: FarmHash128smhasher: fasthash32smhasher: Spooky32smhasher: SHA3-256smhasher: wyhashab134307066.861.1294430410556564.450.016122.921588.4724405.52179.930.337307231.713968210.34613221.447269058.5834722.6268.43626.32.85768.3912.02604.9611.9669.6651.8811.78259.883225500.52183529550.6212605.1105410.529.67611.935.710.97239.3674178161.661.52187119.522.3080.1480.78963235.964.04957140.391.72358054125963.013641.8885644.090.351.42841.3651591025.20314312.86411242.2203812.2220713.15133428.5221.1587223151.05231140205.73347591025.565.6465.524968213.38269.0620.950.973041150.633.69220.069949.816227.60.064135867.530.0696.2240.3524831108.14178.554232838863.91603.1239.217.630823555.16108.6842374.8137835.76515.948.35717.94846900.63169.4744.704692530.6450470650.9779915137650.8519.81222900000230383.76995.7092285.6410.444384.0355.9314.6380.3772.28213.03782.9905193.5224051732.07270578.35109.330.15269.2828.8986548.4935.70410.083.25110.28168.3045.016023.06885.226562431015.765.871468.8411.73285.49288.781014.921461.4276.23601.315384.0444.269.14109.552711309183.3576487120000014943.51249.3415466.933642.4424.98918.369272210.6918.13139.275300113148.98169.11751.2439.368114.30788.7481514113.65386040.061.842441.058243625.1892647043.164.33559.913.53522.2224.3343.2857100.34114.724.6412824745.1419.194.84.8344.0244030.52217.7849337.94158.3640.974107491.731024.34944344.8256.90566.0717.56715702.24223.14111365251464.71123.218.5226.865241.81973286.46154326299.42749.49816.865922261143.409363.412227.014624845.972091700.547255630.948139.4844032.466.5375924.151384.25348.994.586960212.65.7576439.35289.65200.6121.779.4344109350632.75639775.5121.89749.60118996287.380.5530973786314.58137.92755.1989991.57445.383050.1799757.244839.82.2016120.840.293989124.8821.8899.4567635.9138.1713.53871007.1661071.838.7785113.9140.2872168.4673.81791.853871052.5465.49853.11616357.6847791.890.250.355.535.59211.89123.220.0171.0125157.82327.63235.60727.27364.58230.05736.3712499.00819.608102915078.10.9955023311885212.760.018137.519398.6227013198.290.369351252.203648065567071.557822736.232274.8873.37668.53.0472.6512.74570.8712.6773.5154.6312.4273.313388200.49682531036.7213238.9100434.7510.13512.485.960.93249.1700101155.71.5797124.052.3890.1430.76313737.193.91733145.061.66859960122285.313537.1188150.540.361.46642.381630025.80576912.58211489.5199497.8121142.25031752.1820.7427367861.03235620209.58637580255.464.4545.625055548.28273.7421.310.989482153.133.75120.390649.033231.20.065133787.040.0686.3150.3574763803.93176.085912799852.17611.3242.417.8330429055.87107.3241856.36136170.71509.758.25726.254791381.14167.540474245.214640660.4151020643.9772349136318.842022500000022824.893.73694.8741283.1510.536184.7565.85312.0350.36771.704513.1483.6437192.0824222411.86272477.83110.050.15368.8328.7126508.8535.91710.143.23310.225167.4045.256055.08889.916528561020.985.841461.5111.7985.08290.151019.721468.1276.57598.715317.9744.3969.43109.10182.6096511830000014998.971244.7215523.433761.425.06418.424271410.7218.08139.66148.57169.57749.21539.473114.00398.77131518113.360639293387020.541.8377640.957244225.2512653440.364.34558.643.54322.2724.283.27851100.56114.974.6312852176.6419.234.814.8443.9343942.12222.2378338.61158.0541.054107282.731026.34144430.8257.009166.1917.535515674.6223.53281362911462.28123.418.5526.822741.75563291.46154559298.97748.40816.89143.607563.3274227.314630859.672094400.54655631.760339.5344086.566.4576015.271382.6348.4994.696360281.95.7511639.31289.36200.8121.899.4433109450632.209939742.5121.98749.08819009287.560.5534353784061.09138.00865.1959991.52265.386060.1798757.240839.822.202720.830.293853124.8321.8819.4533635.6938.1613.5421007.411071.588.7765113.935840.2962168.9273.80241.854221052.3665.50843.11582357.747792.772.658140.250.355.535.59211.89123.220.0171.0125158.31627.51134.02927.23764.65830.09836.5772530.42219.924OpenBenchmarking.org

Cpuminer-Opt

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Blake-2 Sab300K600K900K1200K1500K134307010291501. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

AOM AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080pab2040608010066.8678.101. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

PostgreSQL

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latencyab0.2540.5080.7621.0161.271.1290.9951. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 50 - Mode: Read Writeab11K22K33K44K55K44304502331. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Mutexab3M6M9M12M15M10556564.4511885212.761. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

PostgreSQL

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latencyab0.00410.00820.01230.01640.02050.0160.0181. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

srsRAN

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMab306090120150122.9137.51. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Socket Activityab5K10K15K20K25K21588.4719398.621. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: IO_uringab6K12K18K24K30K24405.5227013.001. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

JPEG XL Decoding libjxl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.7CPU Threads: Allab4080120160200179.93198.29

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUab0.08310.16620.24930.33240.41550.3373070.369351MIN: 0.32MIN: 0.341. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

ClickHouse

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, First Run / Cold Cacheab60120180240300231.71252.20MIN: 16.43 / MAX: 8571.43MIN: 15.78 / MAX: 300001. ClickHouse server version 22.5.4.19 (official build).

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Futexab800K1600K2400K3200K4000K3968210.343648065.001. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

PostgreSQL

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 1 - Mode: Read Onlyab13K26K39K52K65K61322567071. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

QuadRay

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 5 - Resolution: 4Kab0.34880.69761.04641.39521.7441.441.551. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Context Switchingab2M4M6M8M10M7269058.587822736.201. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Cryptoab7K14K21K28K35K34722.6232274.881. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

JPEG XL Decoding libjxl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.7CPU Threads: 1ab163248648068.4373.37

srsRAN

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAMab140280420560700626.3668.51. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: MobileNetV2_224ab0.6841.3682.0522.7363.422.8573.040MIN: 2.82 / MAX: 3.32MIN: 3.01 / MAX: 3.951. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4Kab163248648068.3972.651. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

JPEG XL libjxl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: PNG - Quality: 80ab369121512.0212.741. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: NUMAab130260390520650604.96570.871. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

JPEG XL libjxl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: PNG - Quality: 90ab369121511.9612.671. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

AOM AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4Kab163248648069.6673.511. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4Kab122436486051.8854.631. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

JPEG XL libjxl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 90ab369121511.7812.401. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

ClickHouse

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Second Runab60120180240300259.88273.31MIN: 15.29 / MAX: 10000MIN: 18.51 / MAX: 200001. ClickHouse server version 22.5.4.19 (official build).

Cpuminer-Opt

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Triple SHA-256, Onecoinab70K140K210K280K350K3225503388201. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUab0.11740.23480.35220.46960.5870.5218350.496825MIN: 0.48MIN: 0.481. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

SMHasher

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2022-08-22Hash: FarmHash32 x86_64 AVXab7K14K21K28K35K29550.6231036.721. (CXX) g++ options: -march=native -O3 -flto=auto -fno-fat-lto-objects

Xmrig

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Monero - Hash Count: 1Mab3K6K9K12K15K12605.113238.91. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Matrix Mathab20K40K60K80K100K105410.52100434.751. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: nasnetab36912159.67610.135MIN: 9.56 / MAX: 25.58MIN: 9.9 / MAX: 59.361. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

JPEG XL libjxl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 80ab369121511.9312.481. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

QuadRay

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 5 - Resolution: 1080pab1.3412.6824.0235.3646.7055.715.961. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

JPEG XL libjxl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 100ab0.21830.43660.65490.87321.09150.970.931. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

srsRAN

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAMab50100150200250239.3249.11. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

PostgreSQL

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 100 - Mode: Read Onlyab150K300K450K600K750K6741787001011. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

SMHasher

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2022-08-22Hash: SHA3-256ab4080120160200161.66155.701. (CXX) g++ options: -march=native -O3 -flto=auto -fno-fat-lto-objects

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUab0.35540.71081.06621.42161.7771.521871.57970MIN: 1.45MIN: 1.481. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

AOM AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080pab306090120150119.52124.051. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: squeezenetv1.1ab0.53751.0751.61252.152.68752.3082.389MIN: 2.28 / MAX: 8.5MIN: 2.35 / MAX: 2.651. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

PostgreSQL

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average Latencyab0.03330.06660.09990.13320.16650.1480.1431. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUab0.17770.35540.53310.71080.88850.7896320.763137MIN: 0.76MIN: 0.731. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

AOM AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4Kab91827364535.9637.191. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUab0.91121.82242.73363.64484.5564.049573.91733MIN: 3.23MIN: 3.251. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CPU Cacheab306090120150140.39145.061. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

PostgreSQL

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latencyab0.38770.77541.16311.55081.93851.7231.6681. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 100 - Mode: Read Writeab13K26K39K52K65K58054599601. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

nginx

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000ab30K60K90K120K150K125963.01122285.311. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Cpuminer-Opt

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Garlicoinab80016002400320040003641.883537.111. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Forkingab20K40K60K80K100K85644.0988150.541. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

AOM AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4Kab0.0810.1620.2430.3240.4050.350.361. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: mobilenetV3ab0.32990.65980.98971.31961.64951.4281.466MIN: 1.41 / MAX: 1.8MIN: 1.45 / MAX: 1.91. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

libavif avifenc

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 2ab102030405041.3742.381. (CXX) g++ options: -O3 -fPIC -lm

Cpuminer-Opt

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Deepcoinab3K6K9K12K15K15910163001. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenFOAM

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Mesh Timeab61218243025.2025.811. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -lgenericPatchFields -lOpenFOAM -ldl -lm

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: resnet-v2-50ab369121512.8612.58MIN: 12.77 / MAX: 13.9MIN: 12.5 / MAX: 17.471. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

C-Blosc

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.3Test: blosclz bitshuffleab2K4K6K8K10K11242.211489.51. (CC) gcc options: -std=gnu99 -O3 -lrt -lm

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Atomicab40K80K120K160K200K203812.22199497.811. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

C-Blosc

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.3Test: blosclz shuffleab5K10K15K20K25K20713.121142.21. (CC) gcc options: -std=gnu99 -O3 -lrt -lm

Dragonflydb

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 1:5ab1.1M2.2M3.3M4.4M5.5M5133428.525031752.181. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: inception-v3ab51015202521.1620.74MIN: 20.91 / MAX: 27.75MIN: 20.46 / MAX: 22.291. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

PostgreSQL

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 50 - Mode: Read Onlyab160K320K480K640K800K7223157367861. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

JPEG XL libjxl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: PNG - Quality: 100ab0.23630.47260.70890.94521.18151.051.031. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

Cpuminer-Opt

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Quad SHA-256, Pyriteab50K100K150K200K250K2311402356201. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenFOAM

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Mesh Timeab50100150200250205.73209.591. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -lgenericPatchFields -lOpenFOAM -ldl -lm

PostgreSQL

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 1 - Mode: Read Onlyab13K26K39K52K65K59102580251. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Natron

OpenBenchmarking.orgFPS, More Is BetterNatron 2.4.3Input: Spaceshipab1.23752.4753.71254.956.18755.55.4

Timed Erlang/OTP Compilation

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Erlang/OTP Compilation 25.0Time To Compileab153045607565.6564.45

QuadRay

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 2 - Resolution: 4Kab1.26452.5293.79355.0586.32255.525.621. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

Dragonflydb

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 200 - Set To Get Ratio: 1:5ab1.1M2.2M3.3M4.4M5.5M4968213.385055548.281. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

ClickHouse

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Third Runab60120180240300269.06273.74MIN: 18.14 / MAX: 20000MIN: 19.14 / MAX: 300001. ClickHouse server version 22.5.4.19 (official build).

QuadRay

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 2 - Resolution: 1080pab51015202520.9521.311. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUab0.22260.44520.66780.89041.1130.9730410.989482MIN: 0.93MIN: 0.941. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

AOM AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080pab306090120150150.63153.131. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: SqueezeNetV1.0ab0.8441.6882.5323.3764.223.6923.751MIN: 3.63 / MAX: 6.2MIN: 3.69 / MAX: 6.321. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Streamab51015202520.0720.39

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Streamab112233445549.8249.03

srsRAN

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAMab50100150200250227.6231.21. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

PostgreSQL

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latencyab0.01460.02920.04380.05840.0730.0640.0651. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

nginx

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500ab30K60K90K120K150K135867.53133787.041. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

PostgreSQL

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latencyab0.01550.0310.04650.0620.07750.0690.0681. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

libavif avifenc

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 6, Losslessab2468106.2246.3151. (CXX) g++ options: -O3 -fPIC -lm

PostgreSQL

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latencyab0.08030.16060.24090.32120.40150.3520.3571. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Dragonflydb

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 200 - Set To Get Ratio: 1:1ab1000K2000K3000K4000K5000K4831108.144763803.931. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenFOAM

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Execution Timeab4080120160200178.55176.091. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -lgenericPatchFields -lOpenFOAM -ldl -lm

PostgreSQL

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 1 - Mode: Read Writeab6001200180024003000283827991. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Cpuminer-Opt

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Magiab2004006008001000863.91852.171. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

srsRAN

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAMab130260390520650603.1611.31. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 64-QAMab50100150200250239.2242.41. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

AOM AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4Kab4812162017.6017.831. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

BRL-CAD

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.32.6VGR Performance Metricab70K140K210K280K350K3082353042901. (CXX) g++ options: -std=c++11 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -ldl -lm

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUab132639526555.1655.87MIN: 45.9 / MAX: 75.35MIN: 43.51 / MAX: 79.91. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUab20406080100108.68107.321. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

SMHasher

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2022-08-22Hash: MeowHash x86_64 AES-NIab9K18K27K36K45K42374.8041856.361. (CXX) g++ options: -march=native -O3 -flto=auto -fno-fat-lto-objects

nginx

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 200ab30K60K90K120K150K137835.76136170.711. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Cpuminer-Opt

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: scryptab110220330440550515.94509.751. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16 - Device: CPUab2468108.358.25MIN: 6.05 / MAX: 14.71MIN: 4.84 / MAX: 17.531. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16 - Device: CPUab160320480640800717.90726.251. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

Dragonflydb

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 1:1ab1000K2000K3000K4000K5000K4846900.634791381.141. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

FFmpeg

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: Platformab4080120160200169.47167.541. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: Platformab102030405044.7045.211. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Dragonflydb

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 5:1ab1000K2000K3000K4000K5000K4692530.644640660.411. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Cpuminer-Opt

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Myriad-Groestlab11K22K33K44K55K50470510201. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

srsRAN

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 256-QAMab140280420560700650.9643.91. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

PostgreSQL

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 50 - Mode: Read Onlyab200K400K600K800K1000K7799157723491. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

nginx

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 100ab30K60K90K120K150K137650.85136318.841. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

QuadRay

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 1 - Resolution: 4Kab51015202519.8120.001. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

srsRAN

OpenBenchmarking.orgSamples / Second, More Is BettersrsRAN 22.04.1Test: OFDM_Testab50M100M150M200M250M2229000002250000001. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

SMHasher

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2022-08-22Hash: wyhashab5K10K15K20K25K23038.0022824.891. (CXX) g++ options: -march=native -O3 -flto=auto -fno-fat-lto-objects

libavif avifenc

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 6ab0.8481.6962.5443.3924.243.7693.7361. (CXX) g++ options: -O3 -fPIC -lm

Neural Magic DeepSparse

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Streamab2040608010095.7194.87

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Glibc Qsort Data Sortingab60120180240300285.64283.151. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Streamab369121510.4410.54

libavif avifenc

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 0ab2040608010084.0484.761. (CXX) g++ options: -O3 -fPIC -lm

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPUab1.32752.6553.98255.316.63755.905.851. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

Timed Node.js Compilation

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To Compileab70140210280350314.64312.04

PostgreSQL

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latencyab0.08330.16660.24990.33320.41650.3700.3671. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Neural Magic DeepSparse

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Streamab163248648072.2871.70

Timed CPython Compilation

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed CPython Compilation 3.10.6Build Configuration: Defaultab369121513.0413.14

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Streamab2040608010082.9983.64

OpenRadioss

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bird Strike on Windshieldab4080120160200193.52192.08

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Mallocab5M10M15M20M25M24051732.0724222411.861. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

PostgreSQL

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 1 - Mode: Read Writeab6001200180024003000270527241. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenRadioss

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Rubber O-Ring Seal Installationab2040608010078.3577.83

FFmpeg

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: Video On Demandab20406080100109.33110.051. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

PostgreSQL

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latencyab0.03440.06880.10320.13760.1720.1520.1531. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

FFmpeg

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: Video On Demandab153045607569.2868.831. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

EnCodec

OpenBenchmarking.orgSeconds, Fewer Is BetterEnCodec 0.1.1Target Bandwidth: 24 kbpsab71421283528.9028.71

SMHasher

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2022-08-22Hash: fasthash32ab140028004200560070006548.496508.851. (CXX) g++ options: -march=native -O3 -flto=auto -fno-fat-lto-objects

Timed Wasmer Compilation

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 2.3Time To Compileab81624324035.7035.921. (CC) gcc options: -m64 -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc -pie -nodefaultlibs

AOM AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4Kab369121510.0810.141. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: mobilenet-v1-1.0ab0.73151.4632.19452.9263.65753.2513.233MIN: 3.21 / MAX: 3.45MIN: 3.19 / MAX: 3.481. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Y-Cruncher

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.7.10.9513Pi Digits To Calculate: 500Mab369121510.2810.23

FFmpeg

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: Video On Demandab4080120160200168.30167.401. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: Video On Demandab102030405045.0145.251. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Memory Copyingab130026003900520065006023.066055.081. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

Cpuminer-Opt

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: x25xab2004006008001000885.22889.911. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

PostgreSQL

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 100 - Mode: Read Onlyab140K280K420K560K700K6562436528561. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPUab20040060080010001015.761020.98MIN: 925.99 / MAX: 1191.5MIN: 907.77 / MAX: 1188.531. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPUab1.32082.64163.96245.28326.6045.875.841. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUab300600900120015001468.841461.51MIN: 1463.43MIN: 1456.011. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

FLAC Audio Encoding

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.4WAV To FLACab369121511.7311.791. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Fishy Cat - Compute: CPU-Onlyab2040608010085.4985.08

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MMAPab60120180240300288.78290.151. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPUab20040060080010001014.921019.72MIN: 862.19 / MAX: 1179.73MIN: 606.77 / MAX: 1204.461. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUab300600900120015001461.421468.12MIN: 1455.91MIN: 1463.071. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

QuadRay

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 1 - Resolution: 1080pab2040608010076.2376.571. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

srsRAN

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 64-QAMab130260390520650601.3598.71. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

SMHasher

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2022-08-22Hash: Spooky32ab3K6K9K12K15K15384.0415317.971. (CXX) g++ options: -march=native -O3 -flto=auto -fno-fat-lto-objects

AOM AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080pab102030405044.2044.391. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

FFmpeg

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: Platformab153045607569.1469.431. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: Platformab20406080100109.55109.101. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Timed CPython Compilation

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed CPython Compilation 3.10.6Build Configuration: Released Build, PGO + LTO Optimizedab4080120160200183.36182.61

nekRS

OpenBenchmarking.orgFLOP/s, More Is BetternekRS 22.0Input: TurboPipe Periodicab14000M28000M42000M56000M70000M64871200000651183000001. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -lmpi_cxx -lmpi

SMHasher

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2022-08-22Hash: t1ha2_atonceab3K6K9K12K15K14943.5014998.971. (CXX) g++ options: -march=native -O3 -flto=auto -fno-fat-lto-objects

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUab300600900120015001249.341244.721. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

Xmrig

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Wownero - Hash Count: 1Mab3K6K9K12K15K15466.915523.41. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUab7K14K21K28K35K33642.4433761.401. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

EnCodec

OpenBenchmarking.orgSeconds, Fewer Is BetterEnCodec 0.1.1Target Bandwidth: 3 kbpsab61218243024.9925.06

PostgreSQL

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latencyab51015202518.3718.421. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 50 - Mode: Read Writeab6001200180024003000272227141. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Face Detection FP16 - Device: CPUab369121510.6910.721. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

FFmpeg

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: Uploadab4812162018.1318.081. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: Uploadab306090120150139.28139.661. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

AOM AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080pab306090120150148.98148.571. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Classroom - Compute: CPU-Onlyab4080120160200169.11169.57

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUab160320480640800751.24749.22MIN: 746.29MIN: 744.441. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

Timed PHP Compilation

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.1.9Time To Compileab91827364539.3739.47

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Streamab306090120150114.31114.00

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Streamab2468108.74808.7713

spaCy

OpenBenchmarking.orgtokens/sec, More Is BetterspaCy 3.4.1Model: en_core_web_trfab3006009001200150015141518

FFmpeg

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: Uploadab306090120150113.65113.361. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: SENDFILEab80K160K240K320K400K386040.06387020.541. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUab0.41450.8291.24351.6582.07251.842401.83776MIN: 1.8MIN: 1.791. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

PostgreSQL

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average Latencyab91827364541.0640.961. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 100 - Mode: Read Writeab5001000150020002500243624421. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

EnCodec

OpenBenchmarking.orgSeconds, Fewer Is BetterEnCodec 0.1.1Target Bandwidth: 6 kbpsab61218243025.1925.25

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Semaphoresab600K1200K1800K2400K3000K2647043.162653440.361. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUab0.97651.9532.92953.9064.88254.334.34MIN: 3.47 / MAX: 11.88MIN: 3.47 / MAX: 121. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Face Detection FP16 - Device: CPUab120240360480600559.91558.64MIN: 532.56 / MAX: 595.37MIN: 531.73 / MAX: 584.861. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

libavif avifenc

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 10, Losslessab0.79721.59442.39163.18883.9863.5353.5431. (CXX) g++ options: -O3 -fPIC -lm

FFmpeg

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: Uploadab51015202522.2222.271. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

EnCodec

OpenBenchmarking.orgSeconds, Fewer Is BetterEnCodec 0.1.1Target Bandwidth: 1.5 kbpsab61218243024.3324.28

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUab0.73931.47862.21792.95723.69653.285703.27851MIN: 3.23MIN: 3.231. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

OpenRadioss

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bumper Beamab20406080100100.34100.56

FFmpeg

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: Liveab306090120150114.72114.971. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Unpacking The Linux Kernel

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking The Linux Kernel 5.19linux-5.19.tar.xzab1.0442.0883.1324.1765.224.644.63

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: System V Message Passingab3M6M9M12M15M12824745.1412852176.641. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

AOM AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080pab51015202519.1919.231. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUab1.08232.16463.24694.32925.41154.804.81MIN: 3.6 / MAX: 10.09MIN: 3.75 / MAX: 12.951. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

QuadRay

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 3 - Resolution: 4Kab1.0892.1783.2674.3565.4454.834.841. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

FFmpeg

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: Liveab102030405044.0243.931. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Stream

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Addab9K18K27K36K45K44030.543942.11. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

OpenFOAM

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution Timeab50010001500200025002217.782222.241. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenRadioss

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: INIVOL and Fluid Structure Interaction Drop Containerab70140210280350337.94338.61

TensorFlow

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 16 - Model: AlexNetab306090120150158.36158.05

miniBUDE

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2ab91827364540.9741.051. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Vector Mathab20K40K60K80K100K107491.73107282.731. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

miniBUDE

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2ab20040060080010001024.351026.341. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CPU Stressab10K20K30K40K50K44344.8244430.821. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

Neural Magic DeepSparse

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Streamab132639526556.9157.01

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: BMW27 - Compute: CPU-Onlyab153045607566.0766.19

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Streamab4812162017.5717.54

SMHasher

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2022-08-22Hash: FarmHash128ab3K6K9K12K15K15702.2415674.601. (CXX) g++ options: -march=native -O3 -flto=auto -fno-fat-lto-objects

Neural Magic DeepSparse

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Streamab50100150200250223.14223.53

7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression Ratingab30K60K90K120K150K1365251362911. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUab300600900120015001464.711462.28MIN: 1458.51MIN: 1457.551. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

TensorFlow

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: GoogLeNetab306090120150123.2123.4

QuadRay

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 3 - Resolution: 1080pab51015202518.5218.551. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Streamab61218243026.8726.82

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Streamab102030405041.8241.76

Cpuminer-Opt

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Ringcoinab70014002100280035003286.463291.461. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression Ratingab30K60K90K120K150K1543261545591. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

FFmpeg

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: Liveab70140210280350299.42298.971. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUab160320480640800749.50748.41MIN: 744.26MIN: 743.531. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

FFmpeg

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: Liveab4812162016.8716.891. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Neural Magic DeepSparse

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Streamab306090120150143.41143.61

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Streamab142842567063.4163.33

TensorFlow

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: AlexNetab50100150200250227.01227.31

Dragonflydb

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 200 - Set To Get Ratio: 5:1ab1000K2000K3000K4000K5000K4624845.974630859.671. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Cpuminer-Opt

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Skeincoinab40K80K120K160K200K2091702094401. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUab0.12310.24620.36930.49240.61550.5472550.546550MIN: 0.53MIN: 0.531. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Streamab140280420560700630.95631.76

TensorFlow

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: ResNet-50ab91827364539.4839.53

Stream

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Triadab9K18K27K36K45K44032.444086.51. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

OpenRadioss

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Cell Phone Drop Testab153045607566.5366.45

SMHasher

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2022-08-22Hash: t1ha0_aes_avx2 x86_64ab16K32K48K64K80K75924.1576015.271. (CXX) g++ options: -march=native -O3 -flto=auto -fno-fat-lto-objects

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUab300600900120015001384.251382.601. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

TensorFlow

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: AlexNetab80160240320400348.90348.49

Neural Magic DeepSparse

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Streamab2040608010094.5994.70

Stream

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Copyab13K26K39K52K65K60212.660281.91. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUab1.29552.5913.88655.1826.47755.757645.75116MIN: 5.67MIN: 5.631. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

TensorFlow

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: ResNet-50ab91827364539.3539.31

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: AlexNetab60120180240300289.65289.36

srsRAN

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMab4080120160200200.6200.81. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

TensorFlow

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: GoogLeNetab306090120150121.77121.89

Neural Magic DeepSparse

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Streamab36912159.43449.4433

Cpuminer-Opt

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: LBC, LBRY Creditsab20K40K60K80K100K1093501094501. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Streamab140280420560700632.76632.21

Stream

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Scaleab9K18K27K36K45K39775.539742.51. (CC) gcc options: -mcmodel=medium -O3 -march=native -fopenmp

TensorFlow

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 512 - Model: GoogLeNetab306090120150121.89121.98

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUab160320480640800749.60749.09MIN: 744.63MIN: 744.221. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

spaCy

OpenBenchmarking.orgtokens/sec, More Is BetterspaCy 3.4.1Model: en_core_web_lgab4K8K12K16K20K1899619009

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Face Detection FP16-INT8 - Device: CPUab60120180240300287.38287.56MIN: 273.25 / MAX: 343.02MIN: 272.86 / MAX: 322.171. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUab0.12450.2490.37350.4980.62250.5530970.553435MIN: 0.54MIN: 0.541. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

Stress-NG

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Glibc C String Functionsab800K1600K2400K3200K4000K3786314.583784061.091. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

Neural Magic DeepSparse

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Streamab306090120150137.93138.01

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUab1.16982.33963.50944.67925.8495.198995.19599MIN: 5.05MIN: 5.071. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

Neural Magic DeepSparse

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Streamab2040608010091.5791.52

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUab1.21192.42383.63574.84766.05955.383055.38606MIN: 5.3MIN: 5.311. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUab0.04050.0810.12150.1620.20250.1799750.179875MIN: 0.17MIN: 0.171. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Streamab2468107.24487.2408

TensorFlow

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: ResNet-50ab91827364539.8039.82

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUab0.49560.99121.48681.98242.4782.201612.20270MIN: 2.04MIN: 2.041. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Face Detection FP16-INT8 - Device: CPUab51015202520.8420.831. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUab0.06610.13220.19830.26440.33050.2939890.293853MIN: 0.28MIN: 0.281. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fopenmp -msse4.1 -fPIC -pie -ldl

TensorFlow

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: GoogLeNetab306090120150124.88124.83

Y-Cruncher

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.7.10.9513Pi Digits To Calculate: 1Bab51015202521.8921.88

Neural Magic DeepSparse

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Streamab36912159.45679.4533

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Barbershop - Compute: CPU-Onlyab140280420560700635.91635.69

TensorFlow

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 16 - Model: ResNet-50ab91827364538.1738.16

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Streamab369121513.5413.54

miniBUDE

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1ab20040060080010001007.171007.411. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16 - Device: CPUab20040060080010001071.831071.581. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

Neural Magic DeepSparse

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Streamab2468108.77858.7765

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Streamab306090120150113.91113.94

miniBUDE

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1ab91827364540.2940.301. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUab50010001500200025002168.462168.921. (CXX) g++ options: -O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv -pie -ldl

Neural Magic DeepSparse

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Streamab163248648073.8273.80