eo 2022 benchmarks new cpus

Benchmarks for a future article on Phoronix.

HTML result view exported from: https://openbenchmarking.org/result/2301092-PTS-EO2022BE94&rdt&gru.

eo 2022 benchmarks new cpusProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR X670E HERO (0805 BIOS)AMD Device 14d832GB2000GB Samsung SSD 980 PRO 2TB + 257GB Flash DriveAMD Radeon RX 6750 XT 12GB (2880/1124MHz)AMD Navi 21 HDMI AudioASUS MG28UIntel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411Ubuntu 22.046.0.0-060000rc1daily20220820-generic (x86_64)GNOME Shell 42.2X Server 1.21.1.3 + Wayland4.6 Mesa 22.3.0-devel (git-4685385 2022-08-23 jammy-oibaf-ppa) (LLVM 14.0.6 DRM 3.48)1.3.224GCC 12.0.1 20220319ext43840x2160AMD Ryzen 9 7900 12-Core @ 5.48GHz (12 Cores / 24 Threads)2000GB Samsung SSD 980 PRO 2TBAMD Ryzen 7 7700 8-Core @ 5.39GHz (8 Cores / 16 Threads)2000GB Samsung SSD 980 PRO 2TB + 2000GBAMD Radeon RX 6800 XT 16GB (2575/1000MHz)AMD Ryzen 5 7600 6-Core @ 5.17GHz (6 Cores / 12 Threads)2000GB Samsung SSD 980 PRO 2TBOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --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-OcsLtf/gcc-12-12-20220319/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-OcsLtf/gcc-12-12-20220319/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 Processor Details- Ryzen 9 7950X: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa601203- Ryzen 9 7900: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa601203- Ryzen 7 7700: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa601203- 7700: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa601203- Ryzen 7700: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa601203- Ryzen 7600: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa601203- Ryzen 5 7600: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa601203Python Details- Python 3.10.4Security Details- 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

eo 2022 benchmarks new cpusminibude: OpenMP - BM1nekrs: TurboPipe Periodicquadray: 1 - 4Kquadray: 2 - 4Kquadray: 3 - 4Kquadray: 5 - 4Kquadray: 1 - 1080pquadray: 2 - 1080pquadray: 3 - 1080pquadray: 5 - 1080popenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 12 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 1080puvg266: Bosphorus 1080p - Slowuvg266: Bosphorus 1080p - Mediumuvg266: Bosphorus 1080p - Very Fastuvg266: Bosphorus 1080p - Super Fastuvg266: Bosphorus 1080p - Ultra Fastuvg266: Bosphorus 4K - Slowuvg266: Bosphorus 4K - Mediumuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 4K - Ultra Fastkvazaar: Bosphorus 1080p - Slowkvazaar: Bosphorus 1080p - Mediumkvazaar: Bosphorus 1080p - Very Fastkvazaar: Bosphorus 1080p - Super Fastkvazaar: Bosphorus 1080p - Ultra Fastkvazaar: Bosphorus 4K - Slowkvazaar: Bosphorus 4K - Mediumkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Super Fastkvazaar: Bosphorus 4K - Ultra Fastminibude: OpenMP - BM1xmrig: Monero - 1Mxmrig: Wownero - 1Mtensorflow: CPU - 16 - AlexNettensorflow: CPU - 32 - AlexNettensorflow: CPU - 64 - AlexNettensorflow: CPU - 16 - GoogLeNettensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 32 - GoogLeNettensorflow: CPU - 32 - ResNet-50tensorflow: CPU - 64 - GoogLeNettensorflow: CPU - 64 - ResNet-50openvkl: vklBenchmark ISPCopenvkl: vklBenchmark Scalardeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Streamdeepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection,YOLOv5s COCO - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamjpegxl: PNG - 80jpegxl: PNG - 90jpegxl: JPEG - 80jpegxl: JPEG - 90jpegxl: PNG - 100jpegxl: JPEG - 100jpegxl-decode: 1jpegxl-decode: Allcockroach: MoVR - 128cockroach: MoVR - 256cockroach: MoVR - 512cockroach: MoVR - 1024cockroach: KV, 10% Reads - 128cockroach: KV, 10% Reads - 256cockroach: KV, 10% Reads - 512cockroach: KV, 50% Reads - 128cockroach: KV, 50% Reads - 256cockroach: KV, 50% Reads - 512cockroach: KV, 60% Reads - 128cockroach: KV, 60% Reads - 256cockroach: KV, 60% Reads - 512cockroach: KV, 95% Reads - 128cockroach: KV, 95% Reads - 256cockroach: KV, 95% Reads - 512cockroach: KV, 10% Reads - 1024cockroach: KV, 50% Reads - 1024cockroach: KV, 60% Reads - 1024cockroach: KV, 95% Reads - 1024stargate: 44100 - 512stargate: 96000 - 512stargate: 192000 - 512stargate: 44100 - 1024stargate: 480000 - 512stargate: 96000 - 1024stargate: 192000 - 1024stargate: 480000 - 1024nginx: 20nginx: 100nginx: 200nginx: 500nginx: 1000nginx: 4000spacy: en_core_web_lgspacy: en_core_web_trfbrl-cad: VGR Performance Metriconednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUonednn: IP Shapes 1D - bf16bf16bf16 - CPUonednn: IP Shapes 3D - bf16bf16bf16 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Streamdeepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection,YOLOv5s COCO - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamopenfoam: drivaerFastback, Small Mesh Size - Mesh Timeopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenradioss: Bumper Beamopenradioss: Cell Phone Drop Testopenradioss: Bird Strike on Windshieldopenradioss: Rubber O-Ring Seal Installationopenradioss: INIVOL and Fluid Structure Interaction Drop Containeravifenc: 0avifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessbuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigy-cruncher: 1By-cruncher: 500Mblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyencodec: 3 kbpsencodec: 6 kbpsencodec: 24 kbpsencodec: 1.5 kbpsRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760056.8637131420000026.477.486.532.1103.2128.625.018.3814.367.67.59762.1628.271851.751446.82134.332903.281703.8944954.5926078.965.12866.416198.497197.39711.91174.404578.976518.1751421.57813104.320480.9173.85260.05344.54143.3242.65145.5944.24143.444.5934417512.538411.635997.80164.7364115.004478.0988295.1781203.3551182.3955113.110294.953460.089812.560111.632512.1712.0211.911.640.990.9270.45267.23122.8122.8122.2122.86757.613554.145991.31199724264.266871.114664.630094.374346.9109601.2129868.6117739.265240.283215.691613.2114820.87.7808744.1886772.1894498.4110547.5203495.8870843.8086427.590926197728.82194668.2177431.3149355.731980018061.734913.213190.4683510.37090.6775581.541885.599193.140412.34465.193240.4198330.5821881132.89576.3691141.291.757493.63051.40804577.9040.4339811138.44584.2740.1299450.209335554.951045.761048.9510.49282.774.315.5259.515.514.690.350.61635.508285.936381.770815.441769.443412.794227.08984.912343.84738.836984.237816.6375633.81585.962122.570834162.8275688.154.98165.963.18286.1972.09537.7253.2165.5333.39743.41516.25519.6479.10149.54130.3364.4470.3159.2126.07326.34530.44825.21736.5996660100000017.164.754.051.3165.917.715.725.239.345.245.25683.318.311180.3931.5299.461858.441119.5527745.5616732.884.51157.162185.429192.68913.663161.1685.384739.028914.9641327914345.3154.19217.93273.82117.7436.92118.9737.78117.3537.692781358.65288.046682.239954.991186.973565.0078204.9837133.2117128.588493.192363.246747.4018.67078.047212.8812.7112.5712.361.020.9374.17212.74125.9125.5125.81267076.914338.943498.712631.325105.657623.614938.530313.764464.394461.695980.393584.755906.268221.771172.686491.75.2127993.7110852.4220285.3711735.0270593.9013512.5987025.268366131511.71129714.87124644.27116337.681949613932.463883.1760.5837750.3617761.127071.528285.698083.461523.391075.209560.617440.8632191659.31844.7351657.571.844065.575452.13139843.7570.6567811654.84845.7320.186280.309279640.671140.441137.548.77327.195.086.4460.286.455.350.430.71693.0702124.270772.930618.179568.936815.374129.24967.501646.646410.725994.815321.0925691.4685124.262326.423261175.06572104.2869.19201.8484.43351.0693.7246.2874.1426.7323.57658.295731.36223.04710.77476.34200.2698.99713.99245.3725.46925.3729.12624.29627.0455546120000013.113.63.060.9850.9113.5711.843.886.883.893.93492.613.6878.34686.881.21366.98815.5421216.5312465.673.66345.412151.27160.86812.041128.872609.385664.223676.1167820.910175.5133.38178.79211.4897.0232.3295.8832.2194.3931.9206986.13246.093557.337858.58561.677854.6068145.7601123.618791.753780.127545.71639.98846.12716.092611.7111.5211.4211.240.930.8967.98320.94126.6125.8126125.96681.113882.337644.811773.924135.451227.614780.930242.857896.58377481006.575589.847874.555451.258030.368924.14.1679813.0031911.9580334.3093784.0510683.1114222.0792774.1998588942.43101913.0499945.5194196.1589489.3387991.411940710593.256394.3270.6001970.9514691.269342.499827.651344.391063.940377.325010.8107271.001192292.791153.922284.923.35877.643692.523061153.651.534062286.061151.660.2514550.436735580.851026.041013.268.11293.724.555.8249.245.854.90.370.64652.214164.101469.747517.062664.81718.303327.43058.083443.584412.475587.485525.0016652.4324164.126931.599213254.92801127.3285.14260.88127.81504.92117.10856.2865.4528.1943.93978.9621022.51328.01112.709103.86273.02134.71987.28334.8726.9192731.22425.54327.2085560060000013.153.593.070.9150.7813.7911.853.616.873.883.82491.4713.59878.78687.6580.461368.56819.9221138.0312463.143.65745.563149.97160.9412.106130.473609.208667.119680.1937707.510209.2133.6179.11210.7897.2432.3595.7332.1994.3131.9206986.10936.100457.331958.778660.712654.4832145.8929123.632891.421779.837145.751939.82716.12126.113211.8911.6911.611.380.960.8468.71333.4126126125.8125.96822.313643.937385.911876.424449.852083.814919.730245.758043.382802.881601.274659.34781555869.258900.168726.74.1433172.9882091.9653314.2901694.0472933.1065762.0643584.18423589008.06101450.67100430.7993940.1389650.761926610303.24094.31470.5994650.9583271.280642.459447.668164.410233.925997.332870.8095910.9980442285.771155.822291.853.359317.653522.512521151.461.550372289.411153.470.2514480.435594581.031026.951039.38.13293.924.555.8149.685.844.870.380.64651.8788163.918469.754217.007265.841118.346227.40548.081543.742812.5287.416325.1013652.9335163.575331.767916254.57835126.9385.08260.35127.84506.57116.7956.9755.3918.2523.9878.4521014.48128.06612.793104.24272.67135.09990.05334.9326.80527.02231.25225.65727.1645555150000013.13.63.070.9851.0713.7611.893.926.893.883.92489.8613.61879.95688.9481.21368.71821.7521093.5512492.033.68145.662150.845161.22511.996130.368611.459667.566679.0927918.410245.4133.9178.52211.7897.1932.3595.7532.2494.4731.91207986.10996.098656.950858.732561.412554.6527145.8663123.83892.375580.380846.086339.9926.12556.098711.8911.6811.5611.390.970.8568.14325.78126126126125.96691.213932.637365.912170.424038.652032.115227.829807.558739.983763.681310.276191.348045.356905.15924069025.54.1613542.9921011.9776494.2928424.0574563.0935082.0752874.18550388360.22101332.7199842.994163.54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miniBUDE

Implementation: OpenMP - Input Deck: BM1

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600132639526556.8636.6027.0527.2127.1620.7520.791. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

nekRS

Input: TurboPipe Periodic

OpenBenchmarking.orgFLOP/s, More Is BetternekRS 22.0Input: TurboPipe PeriodicRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760015000M30000M45000M60000M75000M713142000006660100000055461200000556006000005555150000049555200000490997000001. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -lmpi_cxx -lmpi

QuadRay

Scene: 1 - Resolution: 4K

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 1 - Resolution: 4KRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760061218243026.4717.1613.1113.1513.1010.3410.321. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

QuadRay

Scene: 2 - Resolution: 4K

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 2 - Resolution: 4KRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002468107.484.753.603.593.602.782.821. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

QuadRay

Scene: 3 - Resolution: 4K

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 3 - Resolution: 4KRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002468106.534.053.063.073.072.432.421. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

QuadRay

Scene: 5 - Resolution: 4K

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 5 - Resolution: 4KRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.47250.9451.41751.892.36252.101.310.980.910.980.760.771. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

QuadRay

Scene: 1 - Resolution: 1080p

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 1 - Resolution: 1080pRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760020406080100103.2165.9050.9150.7851.0740.5940.511. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

QuadRay

Scene: 2 - Resolution: 1080p

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 2 - Resolution: 1080pRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760071421283528.6017.7013.5713.7913.7610.8710.751. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

QuadRay

Scene: 3 - Resolution: 1080p

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 3 - Resolution: 1080pRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760061218243025.0115.7211.8411.8511.899.479.361. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

QuadRay

Scene: 5 - Resolution: 1080p

OpenBenchmarking.orgFPS, More Is BetterQuadRay 2022.05.25Scene: 5 - Resolution: 1080pRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002468108.385.233.883.613.923.063.071. (CXX) g++ options: -O3 -pthread -lm -lstdc++ -lX11 -lXext -lpthread

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76004812162014.369.346.886.876.895.405.321. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002468107.605.243.893.883.883.083.071. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002468107.595.253.933.823.923.033.011. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600160320480640800762.16683.30492.60491.47489.86369.51370.071. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760071421283528.2718.3113.6013.5913.6110.3010.361. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76004008001200160020001851.751180.30878.34878.78879.95674.50684.781. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600300600900120015001446.82931.52686.80687.65688.94524.80527.781. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600306090120150134.3399.4681.2080.4681.2059.5460.191. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760060012001800240030002903.281858.441366.981368.561368.711056.831054.541. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76004008001200160020001703.891119.55815.54819.92821.75700.57701.421. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760010K20K30K40K50K44954.5927745.5621216.5321138.0321093.5516447.6516542.871. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76006K12K18K24K30K26078.9616732.8812465.6712463.1412492.039620.269515.291. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 4 - Input: Bosphorus 4KRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76001.15382.30763.46144.61525.7695.1284.5113.6633.6573.6813.0623.0351. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 4KRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600153045607566.4257.1645.4145.5645.6636.9037.021. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 4KRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76004080120160200198.50185.43151.27149.97150.85126.84126.651. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4KRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76004080120160200197.40192.69160.87160.94161.23137.32135.091. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 4 - Input: Bosphorus 1080pRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76004812162011.9113.6612.0412.1112.0010.2910.341. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 1080pRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76004080120160200174.40161.10128.87130.47130.37105.58106.311. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 1080pRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600150300450600750578.98685.38609.39609.21611.46520.47523.711. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 1080pRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600160320480640800518.18739.03664.22667.12667.57575.01577.571. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

uvg266

Video Input: Bosphorus 1080p - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: SlowRyzen 7600Ryzen 5 760071421283529.5029.58

uvg266

Video Input: Bosphorus 1080p - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: MediumRyzen 7600Ryzen 5 760081624324033.0133.15

uvg266

Video Input: Bosphorus 1080p - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Very FastRyzen 7600Ryzen 5 76002040608010085.8085.93

uvg266

Video Input: Bosphorus 1080p - Video Preset: Super Fast

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Super FastRyzen 7600Ryzen 5 76002040608010090.5690.67

uvg266

Video Input: Bosphorus 1080p - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Ultra FastRyzen 7600Ryzen 5 760020406080100108.23108.63

uvg266

Video Input: Bosphorus 4K - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: SlowRyzen 7600Ryzen 5 76001.32082.64163.96245.28326.6045.875.87

uvg266

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumRyzen 7600Ryzen 5 76002468106.596.61

uvg266

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

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very FastRyzen 7600Ryzen 5 760051015202519.6119.51

uvg266

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

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastRyzen 7600Ryzen 5 760051015202520.7120.78

uvg266

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

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastRyzen 7600Ryzen 5 760061218243025.1525.18

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: SlowRyzen 7600Ryzen 5 7600112233445546.3746.381. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: MediumRyzen 7600Ryzen 5 7600112233445547.7647.881. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Very FastRyzen 7600Ryzen 5 760020406080100103.55104.231. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Super Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Super FastRyzen 7600Ryzen 5 7600306090120150128.93128.891. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Ultra FastRyzen 7600Ryzen 5 76004080120160200171.87172.401. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: SlowRyzen 7600Ryzen 5 760036912159.469.451. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: MediumRyzen 7600Ryzen 5 760036912159.639.651. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very FastRyzen 7600Ryzen 5 760061218243024.4224.491. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super FastRyzen 7600Ryzen 5 760071421283530.5530.561. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastRyzen 7600Ryzen 5 7600102030405041.8241.901. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

miniBUDE

Implementation: OpenMP - Input Deck: BM1

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600300600900120015001421.58914.96676.12680.19679.09518.81519.851. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Xmrig

Variant: Monero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Monero - Hash Count: 1MRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76003K6K9K12K15K13104.313279.07820.97707.57918.47284.37111.31. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Xmrig

Variant: Wownero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Wownero - Hash Count: 1MRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76004K8K12K16K20K20480.914345.310175.510209.210245.47979.87963.21. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

TensorFlow

Device: CPU - Batch Size: 16 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 16 - Model: AlexNetRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76004080120160200173.85154.19133.38133.60133.90114.80114.99

TensorFlow

Device: CPU - Batch Size: 32 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: AlexNetRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760060120180240300260.05217.93178.79179.11178.52147.89148.41

TensorFlow

Device: CPU - Batch Size: 64 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: AlexNetRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760070140210280350344.54273.82211.48210.78211.78170.53170.35

TensorFlow

Device: CPU - Batch Size: 16 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 16 - Model: GoogLeNetRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600306090120150143.32117.7497.0297.2497.1980.0280.01

TensorFlow

Device: CPU - Batch Size: 16 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 16 - Model: ResNet-50Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600102030405042.6536.9232.3232.3532.3527.4527.45

TensorFlow

Device: CPU - Batch Size: 32 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: GoogLeNetRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600306090120150145.59118.9795.8895.7395.7579.0479.15

TensorFlow

Device: CPU - Batch Size: 32 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: ResNet-50Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600102030405044.2437.7832.2132.1932.2427.2527.28

TensorFlow

Device: CPU - Batch Size: 64 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: GoogLeNetRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600306090120150143.40117.3594.3994.3194.4778.4278.36

TensorFlow

Device: CPU - Batch Size: 64 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: ResNet-50Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600102030405044.5937.6931.9031.9031.9127.0327.04

OpenVKL

Benchmark: vklBenchmark ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760070140210280350344278206206207163163MIN: 55 / MAX: 2868MIN: 38 / MAX: 3234MIN: 27 / MAX: 2543MIN: 27 / MAX: 2575MIN: 27 / MAX: 2580MIN: 21 / MAX: 2137MIN: 21 / MAX: 2129

OpenVKL

Benchmark: vklBenchmark Scalar

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ScalarRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760040801201602001751359898987777MIN: 19 / MAX: 2252MIN: 13 / MAX: 2264MIN: 9 / MAX: 1750MIN: 9 / MAX: 1756MIN: 9 / MAX: 1755MIN: 7 / MAX: 1391MIN: 7 / MAX: 1390

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600369121512.53848.65286.13246.10936.10994.74534.7498

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600369121511.63598.04666.09356.10046.09864.71944.7177

Neural Magic DeepSparse

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002040608010097.8082.2457.3457.3356.9547.7148.61

Neural Magic DeepSparse

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600142842567064.7454.9958.5958.7858.7345.7845.66

Neural Magic DeepSparse

Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600306090120150115.0086.9761.6860.7161.4149.5749.29

Neural Magic DeepSparse

Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002040608010078.1065.0154.6154.4854.6542.5442.94

Neural Magic DeepSparse

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760060120180240300295.18204.98145.76145.89145.87113.89113.64

Neural Magic DeepSparse

Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76004080120160200203.36133.21123.62123.63123.8485.3385.18

Neural Magic DeepSparse

Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76004080120160200182.40128.5991.7591.4292.3871.3071.41

Neural Magic DeepSparse

Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600306090120150113.1193.1980.1379.8480.3863.9263.78

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002040608010094.9563.2545.7245.7546.0935.7235.51

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600132639526560.0947.4039.9939.8339.9932.0732.18

Neural Magic DeepSparse

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600369121512.56018.67076.12716.12126.12554.74914.7474

Neural Magic DeepSparse

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream

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JPEG XL libjxl

Input: PNG - Quality: 80

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: PNG - Quality: 80Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600369121512.1712.8811.7111.8911.8910.9911.141. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

JPEG XL libjxl

Input: PNG - Quality: 90

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JPEG XL libjxl

Input: JPEG - Quality: 80

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 80Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600369121511.9012.5711.4211.6011.5610.6910.841. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

JPEG XL libjxl

Input: JPEG - Quality: 90

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 90Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600369121511.6412.3611.2411.3811.3910.5010.631. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

JPEG XL libjxl

Input: PNG - Quality: 100

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: PNG - Quality: 100Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.22950.4590.68850.9181.14750.991.020.930.960.970.970.961. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

JPEG XL libjxl

Input: JPEG - Quality: 100

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 100Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.20930.41860.62790.83721.04650.920.930.890.840.850.790.791. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

JPEG XL Decoding libjxl

CPU Threads: 1

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.7CPU Threads: 1Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600163248648070.4574.1767.9868.7168.1466.1966.41

JPEG XL Decoding libjxl

CPU Threads: All

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.7CPU Threads: AllRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760070140210280350267.23212.74320.94333.40325.78301.94304.47

CockroachDB

Workload: MoVR - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600306090120150122.8125.9126.6126.0126.0125.4125.8

CockroachDB

Workload: MoVR - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 256Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600306090120150122.8125.5125.8126.0126.0124.9125.8

CockroachDB

Workload: MoVR - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600306090120150122.2125.8126.0125.8126.0124.9125.8

CockroachDB

Workload: MoVR - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600306090120150122.8126.0125.9125.9125.9124.8125.3

CockroachDB

Workload: KV, 10% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600150030004500600075006757.67076.96681.16822.36691.26591.96588.7

CockroachDB

Workload: KV, 10% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 256Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76003K6K9K12K15K13554.114338.913882.313643.913932.613436.213607.4

CockroachDB

Workload: KV, 10% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760010K20K30K40K50K45991.343498.737644.837385.937365.932399.332015.2

CockroachDB

Workload: KV, 50% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76003K6K9K12K15K11997.012631.311773.911876.412170.411921.811791.7

CockroachDB

Workload: KV, 50% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 256Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76005K10K15K20K25K24264.225105.624135.424449.824038.623907.723677.2

CockroachDB

Workload: KV, 50% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760014K28K42K56K70K66871.157623.651227.652083.852032.144644.144990.4

CockroachDB

Workload: KV, 60% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76003K6K9K12K15K14664.614938.514780.914919.715227.814646.515076.8

CockroachDB

Workload: KV, 60% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 256Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76006K12K18K24K30K30094.330313.730242.830245.729807.529725.629982.1

CockroachDB

Workload: KV, 60% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760016K32K48K64K80K74346.964464.357896.558043.358739.949466.949581.0

CockroachDB

Workload: KV, 95% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760020K40K60K80K100K109601.294461.683774.082802.883763.666439.666158.5

CockroachDB

Workload: KV, 95% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 256Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760030K60K90K120K150K129868.695980.381006.581601.281310.264029.964003.9

CockroachDB

Workload: KV, 95% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 512Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760030K60K90K120K150K117739.293584.775589.874659.376191.357655.157478.4

CockroachDB

Workload: KV, 10% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1024Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760014K28K42K56K70K65240.255906.247874.547815.048045.338259.738603.0

CockroachDB

Workload: KV, 50% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1024Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760020K40K60K80K100K83215.668221.755451.255869.256905.144302.144158.4

CockroachDB

Workload: KV, 60% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760020K40K60K80K100K91613.271172.658030.358900.159240.045832.645748.0

CockroachDB

Workload: KV, 95% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 1024Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760020K40K60K80K100K114820.886491.768924.168726.769025.554323.054217.3

Stargate Digital Audio Workstation

Sample Rate: 44100 - Buffer Size: 512

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 512Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002468107.7808745.2127994.1679814.1433174.1613542.9634642.9641161. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Stargate Digital Audio Workstation

Sample Rate: 96000 - Buffer Size: 512

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Stargate Digital Audio Workstation

Sample Rate: 192000 - Buffer Size: 512

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 512Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.5451.091.6352.182.7252.1894492.4220281.9580331.9653311.9776491.4339631.4321061. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Stargate Digital Audio Workstation

Sample Rate: 44100 - Buffer Size: 1024

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Stargate Digital Audio Workstation

Sample Rate: 480000 - Buffer Size: 512

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Stargate Digital Audio Workstation

Sample Rate: 96000 - Buffer Size: 1024

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 1024Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76001.32462.64923.97385.29846.6235.8870843.9013513.1114223.1065763.0935082.2323232.2295541. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Stargate Digital Audio Workstation

Sample Rate: 192000 - Buffer Size: 1024

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 1024Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.85691.71382.57073.42764.28453.8086422.5987022.0792772.0643582.0752871.4887051.4897601. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Stargate Digital Audio Workstation

Sample Rate: 480000 - Buffer Size: 1024

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nginx

Connections: 20

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 20Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760020K40K60K80K100K88942.4389008.0688360.2269725.0268924.191. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

nginx

Connections: 100

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 100Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760040K80K120K160K200K197728.82131511.71101913.04101450.67101332.7181313.1581219.421. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

nginx

Connections: 200

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 200Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760040K80K120K160K200K194668.20129714.8799945.51100430.7999842.9079438.6579667.081. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

nginx

Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760040K80K120K160K200K177431.30124644.2794196.1593940.1394163.5474915.6074959.981. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

nginx

Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760030K60K90K120K150K149355.73116337.6889489.3389650.7689648.1571894.8971972.121. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

nginx

Connections: 4000

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 4000Ryzen 7 7700Ryzen 7600Ryzen 5 760020K40K60K80K100K87991.4171432.5771632.481. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

spaCy

Model: en_core_web_lg

OpenBenchmarking.orgtokens/sec, More Is BetterspaCy 3.4.1Model: en_core_web_lgRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76004K8K12K16K20K19800194961940719266194831886318874

spaCy

Model: en_core_web_trf

OpenBenchmarking.orgtokens/sec, More Is BetterspaCy 3.4.1Model: en_core_web_trfRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760040080012001600200018061393105910301041857848

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.34VGR Performance MetricRyzen 7600Ryzen 5 760040K80K120K160K200K1722971736891. (CXX) g++ options: -std=c++14 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -ltcl8.6 -lregex_brl -lz_brl -lnetpbm -ldl -lm -ltk8.6

oneDNN

Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.90661.81322.71983.62644.5331.734912.463883.256393.240903.224874.022364.02950MIN: 1.55MIN: 2.23MIN: 2.9MIN: 2.85MIN: 2.91MIN: 3.78MIN: 3.771. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76001.00532.01063.01594.02125.02653.213193.176004.327004.314704.309914.468044.45130MIN: 3.17MIN: 3.12MIN: 4.15MIN: 4.14MIN: 4.15MIN: 4.41MIN: 4.361. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.16920.33840.50760.67680.8460.4683510.5837750.6001970.5994650.5983390.7515880.751812MIN: 0.38MIN: 0.54MIN: 0.55MIN: 0.55MIN: 0.55MIN: 0.73MIN: 0.731. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.22470.44940.67410.89881.12350.3709000.3617760.9514690.9583270.9523600.9988880.996005MIN: 0.32MIN: 0.34MIN: 0.85MIN: 0.86MIN: 0.85MIN: 0.94MIN: 0.931. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.35590.71181.06771.42361.77950.6775581.1270701.2693401.2806401.2646601.5818701.580040MIN: 0.6MIN: 1.04MIN: 1.15MIN: 1.14MIN: 1.15MIN: 1.51MIN: 1.51. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.58471.16941.75412.33882.92351.541881.528282.499822.459442.463552.565342.59867MIN: 1.45MIN: 1.45MIN: 2.28MIN: 2.29MIN: 2.29MIN: 2.52MIN: 2.521. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002468105.599195.698087.651347.668167.625307.377967.37772MIN: 5.53MIN: 5.61MIN: 7.22MIN: 7.21MIN: 7.21MIN: 7.29MIN: 7.291. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76001.22382.44763.67144.89526.1193.140413.461524.391064.410234.387595.439185.41252MIN: 2.52MIN: 3.03MIN: 3.82MIN: 3.9MIN: 3.83MIN: 5.22MIN: 5.221. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76001.20452.4093.61354.8186.02252.344603.391073.940373.925993.934365.344585.35314MIN: 2.29MIN: 3.3MIN: 3.73MIN: 3.77MIN: 3.78MIN: 5.3MIN: 5.31. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002468105.193245.209567.325017.332877.328297.097007.07299MIN: 5.14MIN: 5.13MIN: 6.99MIN: 6.98MIN: 7MIN: 6.99MIN: 71. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.23370.46740.70110.93481.16850.4198330.6174400.8107270.8095910.8074601.0351001.038680MIN: 0.4MIN: 0.56MIN: 0.74MIN: 0.74MIN: 0.74MIN: 1MIN: 11. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.30570.61140.91711.22281.52850.5821880.8632191.0011900.9980441.0095701.3586301.349540MIN: 0.57MIN: 0.82MIN: 0.9MIN: 0.89MIN: 0.89MIN: 1.3MIN: 1.291. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760060012001800240030001132.891659.312292.792285.772286.682896.032897.04MIN: 1126.66MIN: 1653.28MIN: 2263.98MIN: 2261.61MIN: 2256.78MIN: 2892.21MIN: 2894.581. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760030060090012001500576.37844.741153.921155.821151.641451.111451.11MIN: 571.99MIN: 841.12MIN: 1131.1MIN: 1133.25MIN: 1130.25MIN: 1447.68MIN: 1446.431. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760060012001800240030001141.291657.572284.922291.852278.552897.492894.80MIN: 1136.34MIN: 1652.65MIN: 2256.32MIN: 2265.18MIN: 2250.58MIN: 2893.89MIN: 2890.451. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.77191.54382.31573.08763.85951.757491.844063.358703.359313.430603.254253.25199MIN: 1.68MIN: 1.78MIN: 3.09MIN: 3.09MIN: 3.09MIN: 3.2MIN: 3.191. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760036912153.630505.575457.643697.653527.617229.361449.37593MIN: 3.49MIN: 5.15MIN: 7.01MIN: 7.01MIN: 6.91MIN: 9MIN: 8.991. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.74451.4892.23352.9783.72251.408042.131392.523062.512522.489033.308963.29607MIN: 1.36MIN: 2.04MIN: 2.34MIN: 2.17MIN: 2.35MIN: 3.16MIN: 3.131. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760030060090012001500577.90843.761153.651151.461152.591450.691452.02MIN: 572.8MIN: 839.84MIN: 1128.34MIN: 1123.59MIN: 1130.21MIN: 1447.97MIN: 1449.411. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.36930.73861.10791.47721.84650.4339810.6567811.5340601.5503701.5496501.6414501.641330MIN: 0.42MIN: 0.61MIN: 1.41MIN: 1.41MIN: 1.41MIN: 1.62MIN: 1.621. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760060012001800240030001138.441654.842286.062289.412284.462894.492899.28MIN: 1134.81MIN: 1650.57MIN: 2264.7MIN: 2259.17MIN: 2257.76MIN: 2889.02MIN: 2894.061. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760030060090012001500584.27845.731151.661153.471152.561451.241444.74MIN: 578.68MIN: 841.79MIN: 1129.92MIN: 1132.31MIN: 1127.77MIN: 1448.94MIN: 1431.651. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.07070.14140.21210.28280.35350.1299450.1862800.2514550.2514480.2495840.3128360.314292MIN: 0.12MIN: 0.17MIN: 0.22MIN: 0.22MIN: 0.22MIN: 0.3MIN: 0.31. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.12330.24660.36990.49320.61650.2093350.3092790.4367350.4355940.4373870.5468830.547845MIN: 0.2MIN: 0.28MIN: 0.39MIN: 0.39MIN: 0.39MIN: 0.52MIN: 0.521. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600160320480640800554.95640.67580.85581.03579.40737.37747.16MIN: 524.6 / MAX: 612.36MIN: 582.42 / MAX: 667.21MIN: 540.23 / MAX: 609.84MIN: 426.35 / MAX: 612.84MIN: 295.45 / MAX: 610.9MIN: 711.8 / MAX: 751.48MIN: 702.8 / MAX: 764.811. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600300600900120015001045.761140.441026.041026.951026.821293.551299.35MIN: 892.85 / MAX: 1274.02MIN: 761.08 / MAX: 1262.9MIN: 926.38 / MAX: 1134.19MIN: 817.31 / MAX: 1127.04MIN: 885.32 / MAX: 1127.92MIN: 1064.48 / MAX: 1430.27MIN: 1211.98 / MAX: 1428.071. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600300600900120015001048.951137.541013.261039.301017.441312.651319.70MIN: 661.91 / MAX: 1252.57MIN: 906.91 / MAX: 1301.86MIN: 678.12 / MAX: 1133.16MIN: 870.74 / MAX: 1145.29MIN: 748.93 / MAX: 1133.32MIN: 769.61 / MAX: 1437.48MIN: 748.58 / MAX: 1432.81. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600369121510.498.778.118.138.1610.8210.80MIN: 4.87 / MAX: 19.49MIN: 7.17 / MAX: 17.28MIN: 4.87 / MAX: 21.23MIN: 4.17 / MAX: 23.81MIN: 3.91 / MAX: 45.74MIN: 4.85 / MAX: 20.72MIN: 5.27 / MAX: 12.561. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760080160240320400282.77327.19293.72293.92293.62388.02386.14MIN: 272.65 / MAX: 321.95MIN: 305.59 / MAX: 336.37MIN: 175.59 / MAX: 313.02MIN: 165.51 / MAX: 311.01MIN: 253.44 / MAX: 312.74MIN: 377.53 / MAX: 392.13MIN: 369.36 / MAX: 391.281. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76001.3322.6643.9965.3286.664.315.084.554.554.545.925.84MIN: 2.7 / MAX: 13.22MIN: 3.14 / MAX: 13.29MIN: 3.21 / MAX: 16.73MIN: 2.79 / MAX: 18.02MIN: 2.81 / MAX: 17.51MIN: 3.72 / MAX: 14.13MIN: 3.64 / MAX: 14.421. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002468105.526.445.825.815.807.617.57MIN: 2.89 / MAX: 13.87MIN: 3.32 / MAX: 13.96MIN: 3.04 / MAX: 18.04MIN: 3.04 / MAX: 18.38MIN: 3.02 / MAX: 17.77MIN: 3.98 / MAX: 15.67MIN: 6.66 / MAX: 10.781. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600153045607559.5160.2849.2449.6849.2467.1566.42MIN: 30.43 / MAX: 93.61MIN: 49.85 / MAX: 73.62MIN: 28.96 / MAX: 62.2MIN: 38.53 / MAX: 67.8MIN: 28.16 / MAX: 61.14MIN: 35.88 / MAX: 70.78MIN: 32.92 / MAX: 70.791. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002468105.516.455.855.845.845.675.69MIN: 3.02 / MAX: 13.92MIN: 3.63 / MAX: 14.04MIN: 3.19 / MAX: 18.82MIN: 4.03 / MAX: 8.34MIN: 3.18 / MAX: 18.11MIN: 3.16 / MAX: 13.24MIN: 3.01 / MAX: 14.041. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76001.28252.5653.84755.136.41254.695.354.904.874.865.705.70MIN: 3.81 / MAX: 10.73MIN: 3.97 / MAX: 8.07MIN: 3.95 / MAX: 17.52MIN: 3.89 / MAX: 9.44MIN: 3.92 / MAX: 7.26MIN: 4.26 / MAX: 14.33MIN: 4.69 / MAX: 7.251. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.09680.19360.29040.38720.4840.350.430.370.380.380.360.36MIN: 0.22 / MAX: 8.03MIN: 0.25 / MAX: 8.27MIN: 0.23 / MAX: 12.52MIN: 0.23 / MAX: 12.7MIN: 0.23 / MAX: 12.99MIN: 0.22 / MAX: 36.45MIN: 0.22 / MAX: 2.911. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPURyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.15980.31960.47940.63920.7990.610.710.640.640.640.620.63MIN: 0.35 / MAX: 8.79MIN: 0.38 / MAX: 8.93MIN: 0.36 / MAX: 12.08MIN: 0.36 / MAX: 12.64MIN: 0.35 / MAX: 12.85MIN: 0.35 / MAX: 9.23MIN: 0.35 / MAX: 8.211. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600150300450600750635.51693.07652.21651.88651.36632.14631.60

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76005010015020025085.94124.27164.10163.92163.97211.89211.96

Neural Magic DeepSparse

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002040608010081.7772.9369.7569.7570.2262.8761.70

Neural Magic DeepSparse

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760051015202515.4418.1817.0617.0117.0221.8421.90

Neural Magic DeepSparse

Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600153045607569.4468.9464.8265.8465.0960.4760.83

Neural Magic DeepSparse

Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760061218243012.7915.3718.3018.3518.2923.5023.28

Neural Magic DeepSparse

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760071421283527.0929.2527.4327.4127.4126.3326.39

Neural Magic DeepSparse

Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760036912154.91237.50168.08348.08158.069111.712511.7332

Neural Magic DeepSparse

Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600112233445543.8546.6543.5843.7443.2942.0742.00

Neural Magic DeepSparse

Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600481216208.836910.725912.475512.520012.436215.640315.6753

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002040608010084.2494.8287.4987.4286.7883.9984.45

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760071421283516.6421.0925.0025.1025.0031.1831.07

Neural Magic DeepSparse

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600150300450600750633.82691.47652.43652.93652.55631.69631.91

Neural Magic DeepSparse

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-StreamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76005010015020025085.96124.26164.13163.58163.97211.30211.72

OpenFOAM

Input: drivaerFastback, Small Mesh Size - Mesh Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Mesh TimeRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760081624324022.5726.4231.6031.7731.5135.4635.671. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenFOAM

Input: drivaerFastback, Small Mesh Size - Execution Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Execution TimeRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760060120180240300162.83175.07254.93254.58254.40275.65275.461. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenRadioss

Model: Bumper Beam

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bumper BeamRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760030609012015088.10104.28127.32126.93127.24140.57140.23

OpenRadioss

Model: Cell Phone Drop Test

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Cell Phone Drop TestRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002040608010054.9869.1985.1485.0884.91104.88104.87

OpenRadioss

Model: Bird Strike on Windshield

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bird Strike on WindshieldRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760070140210280350165.90201.84260.88260.35263.43315.29316.73

OpenRadioss

Model: Rubber O-Ring Seal Installation

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Rubber O-Ring Seal InstallationRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760030609012015063.1884.43127.81127.84128.60155.07154.84

OpenRadioss

Model: INIVOL and Fluid Structure Interaction Drop Container

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: INIVOL and Fluid Structure Interaction Drop ContainerRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600120240360480600286.19351.06504.92506.57506.69574.63576.50

libavif avifenc

Encoder Speed: 0

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 0Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760030609012015072.1093.72117.11116.79116.55142.80142.821. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 2Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600153045607537.7346.2956.2956.9856.5567.4867.861. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 6Ryzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002468103.2164.1425.4525.3915.4256.7566.6941. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 6, LosslessRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760036912155.5336.7328.1948.2528.2969.9809.9671. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 10, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 10, LosslessRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76000.99411.98822.98233.97644.97053.3973.5763.9393.9804.0254.4184.3761. (CXX) g++ options: -O3 -fPIC -lm

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 76002040608010043.4158.3078.9678.4578.5298.2896.35

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760030060090012001500516.26731.361022.511014.481009.371271.861287.72

Y-Cruncher

Pi Digits To Calculate: 1B

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.7.10.9513Pi Digits To Calculate: 1BRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760081624324019.6523.0528.0128.0728.0633.2933.18

Y-Cruncher

Pi Digits To Calculate: 500M

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.7.10.9513Pi Digits To Calculate: 500MRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600481216209.10110.77412.70912.79312.77415.17215.075

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: BMW27 - Compute: CPU-OnlyRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760030609012015049.5476.34103.86104.24104.00135.95134.76

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760080160240320400130.33200.26273.02272.67272.85356.45357.43

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Fishy Cat - Compute: CPU-OnlyRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 7600408012016020064.4098.99134.71135.09134.83173.33173.74

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Barbershop - Compute: CPU-OnlyRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760030060090012001500470.30713.99987.28990.05987.221286.071287.74

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Pabellon Barcelona - Compute: CPU-OnlyRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760090180270360450159.21245.37334.87334.93335.74434.11433.05

EnCodec

Target Bandwidth: 3 kbps

OpenBenchmarking.orgSeconds, Fewer Is BetterEnCodec 0.1.1Target Bandwidth: 3 kbpsRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760071421283526.0725.4726.9226.8126.9128.4828.41

EnCodec

Target Bandwidth: 6 kbps

OpenBenchmarking.orgSeconds, Fewer Is BetterEnCodec 0.1.1Target Bandwidth: 6 kbpsRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760071421283526.3525.3727.0027.0227.4428.6828.35

EnCodec

Target Bandwidth: 24 kbps

OpenBenchmarking.orgSeconds, Fewer Is BetterEnCodec 0.1.1Target Bandwidth: 24 kbpsRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760081624324030.4529.1331.2231.2531.5533.6232.95

EnCodec

Target Bandwidth: 1.5 kbps

OpenBenchmarking.orgSeconds, Fewer Is BetterEnCodec 0.1.1Target Bandwidth: 1.5 kbpsRyzen 9 7950XRyzen 9 7900Ryzen 7 77007700Ryzen 7700Ryzen 7600Ryzen 5 760061218243025.2224.3025.5425.6625.9227.3727.09

Phoronix Test Suite v10.8.5