AMD Threadripper 7995WX NPS / SNC2 SNC4 Benchmarks

AMD Ryzen Threadripper PRO 7995WX 96-Cores testing of NPS/SNC settings with default (disabled), SNC2, and SNC4 modes. Benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2311288-NE-TR7995WXN68
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  Test
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Default - Disabled
November 26 2023
  18 Hours, 13 Minutes
SNC2
November 26 2023
  21 Hours, 15 Minutes
SNC4
November 27 2023
  1 Day, 3 Hours, 55 Minutes
Invert Behavior (Only Show Selected Data)
  22 Hours, 28 Minutes

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AMD Threadripper 7995WX NPS / SNC2 SNC4 BenchmarksOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen Threadripper PRO 7995WX 96-Cores @ 6.44GHz (96 Cores / 192 Threads)HP 8B24 (U65 Ver. 01.01.04 BIOS)AMD Device 14a4128GB2 x 1024GB SAMSUNG MZVL21T0HCLR-00BH1NVIDIA RTX A4000 16GBNVIDIA GA104 HD AudioASUS VP28URealtek RTL8111/8168/8411Ubuntu 23.106.5.0-13-generic (x86_64)GNOME Shell 45.0X Server 1.21.1.7NVIDIA 535.129.034.6.0OpenCL 3.0 CUDA 12.2.147GCC 13.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLCompilerFile-SystemScreen ResolutionAMD Threadripper 7995WX NPS / SNC2 SNC4 Benchmarks PerformanceSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/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-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105- GPU Compute Cores: 6144- Python 3.11.6- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Default - DisabledSNC2SNC4Result OverviewPhoronix Test Suite100%119%137%156%ASKAPLULESHTimed Linux Kernel CompilationOpenVINOGraph500easyWaveClickHousePyTorchOpenVKLasmFishTimed Node.js CompilationTimed Gem5 CompilationPostgreSQLTimed LLVM CompilationCloverLeafAlgebraic Multi-Grid BenchmarkOpenFOAMQuantum ESPRESSOTensorFlowJohn The RipperXcompact3d Incompact3dVVenCEmbreeStockfishRadiance BenchmarkSPECFEM3Duvg266RodiniaGROMACSNAS Parallel BenchmarksGPAWQMCPACKPETSc7-Zip CompressionQuantLibMemcachedNumpy BenchmarkTimed CPython CompilationNAMDOpenRadiossBlenderLuxCoreRenderACES DGEMMOpenSSLlibxsmmLiquid-DSPOSPRay Studio

AMD Threadripper 7995WX NPS / SNC2 SNC4 Benchmarkspytorch: CPU - 1 - ResNet-50pytorch: CPU - 1 - ResNet-152pytorch: CPU - 16 - ResNet-50pytorch: CPU - 32 - ResNet-50pytorch: CPU - 64 - ResNet-50pytorch: CPU - 16 - ResNet-152pytorch: CPU - 32 - ResNet-152pytorch: CPU - 64 - ResNet-152pytorch: CPU - 1 - Efficientnet_v2_lpytorch: CPU - 16 - Efficientnet_v2_lpytorch: CPU - 32 - Efficientnet_v2_lpytorch: CPU - 64 - Efficientnet_v2_lgraph500: 26graph500: 26openssl: SHA256openssl: SHA512openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305amg: openvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objuvg266: Bosphorus 4K - Slowuvg266: Bosphorus 4K - Mediumuvg266: Bosphorus 1080p - Slowuvg266: Bosphorus 1080p - Mediumuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 4K - Ultra Fastuvg266: Bosphorus 1080p - Very Fastuvg266: Bosphorus 1080p - Super Fastuvg266: Bosphorus 1080p - Ultra Fastvvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fastervvenc: Bosphorus 1080p - Fastvvenc: Bosphorus 1080p - Fastermt-dgemm: Sustained Floating-Point Ratelibxsmm: 128libxsmm: 256libxsmm: 32libxsmm: 64tensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 32 - ResNet-50tensorflow: CPU - 64 - ResNet-50tensorflow: CPU - 256 - ResNet-50tensorflow: CPU - 512 - ResNet-50openvkl: vklBenchmarkCPU ISPCaskap: Hogbom Clean OpenMPluxcorerender: DLSC - CPUluxcorerender: Danish Mood - CPUluxcorerender: Orange Juice - CPUluxcorerender: LuxCore Benchmark - CPUluxcorerender: Rainbow Colors and Prism - CPUpetsc: Streamsquantlib: Multi-Threadedaskap: tConvolve MT - Griddingaskap: tConvolve MT - Degriddingaskap: tConvolve OpenMP - Griddingaskap: tConvolve OpenMP - Degriddingcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingaskap: tConvolve MPI - Degriddingaskap: tConvolve MPI - Griddingstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthgromacs: MPI CPU - water_GMX50_barememcached: 1:5memcached: 1:10memcached: 1:100clickhouse: 100M Rows Hits Dataset, First Run / Cold Cacheclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, Third Runjohn-the-ripper: bcryptjohn-the-ripper: WPA PSKjohn-the-ripper: Blowfishjohn-the-ripper: HMAC-SHA512john-the-ripper: MD5liquid-dsp: 32 - 256 - 32liquid-dsp: 32 - 256 - 57liquid-dsp: 64 - 256 - 32liquid-dsp: 64 - 256 - 57liquid-dsp: 128 - 256 - 32liquid-dsp: 128 - 256 - 57liquid-dsp: 192 - 256 - 32liquid-dsp: 192 - 256 - 57liquid-dsp: 32 - 256 - 512liquid-dsp: 64 - 256 - 512liquid-dsp: 128 - 256 - 512liquid-dsp: 192 - 256 - 512numpy: openssl: RSA4096graph500: 26graph500: 26npb: BT.Cnpb: CG.Cnpb: EP.Cnpb: FT.Cnpb: IS.Dnpb: LU.Cnpb: MG.Cnpb: SP.Bnpb: SP.Cpgbench: 100 - 1000 - Read Onlypgbench: 100 - 1000 - Read Writepgbench: 1000 - 1000 - Read Onlypgbench: 1000 - 1000 - Read Writeopenssl: RSA4096lulesh: namd: ATPase Simulation - 327,506 Atomsospray-studio: 1 - 4K - 1 - Path Tracer - CPUospray-studio: 2 - 4K - 1 - Path Tracer - CPUospray-studio: 3 - 4K - 1 - Path Tracer - CPUospray-studio: 1 - 4K - 16 - Path Tracer - CPUospray-studio: 1 - 4K - 32 - Path Tracer - CPUospray-studio: 2 - 4K - 16 - Path Tracer - CPUospray-studio: 2 - 4K - 32 - Path Tracer - CPUospray-studio: 3 - 4K - 16 - Path Tracer - CPUospray-studio: 3 - 4K - 32 - Path Tracer - CPUpgbench: 100 - 1000 - Read Only - Average Latencypgbench: 100 - 1000 - Read Write - Average Latencypgbench: 1000 - 1000 - Read Only - Average Latencypgbench: 1000 - 1000 - Read Write - Average Latencyopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUcloverleaf: clover_bmcloverleaf: clover_bm16cloverleaf: clover_bm64_shortrodinia: OpenMP LavaMDrodinia: OpenMP HotSpot3Drodinia: OpenMP Leukocyterodinia: OpenMP CFD Solverrodinia: OpenMP Streamclusterincompact3d: input.i3d 129 Cells Per Directionincompact3d: input.i3d 193 Cells Per Directionopenfoam: drivaerFastback, Medium Mesh Size - Mesh Timeopenfoam: drivaerFastback, Medium Mesh Size - Execution Timeopenradioss: Chrysler Neon 1Mqe: AUSURF112specfem3d: Mount St. Helensspecfem3d: Layered Halfspacespecfem3d: Tomographic Modelspecfem3d: Homogeneous Halfspacespecfem3d: Water-layered Halfspaceeasywave: e2Asean Grid + BengkuluSept2007 Source - 1200easywave: e2Asean Grid + BengkuluSept2007 Source - 2400build-gem5: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-nodejs: Time To Compilebuild-python: Released Build, PGO + LTO Optimizedradiance: SMP Parallelgpaw: Carbon Nanotubeblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyqmcpack: Li2_STO_aeDefault - DisabledSNC2SNC447.7018.9938.6839.2139.0616.0616.1615.9111.166.346.356.3675616500072766200013162949989342723911653511694244653941442701447815175705397361852375860166289400049.41338.09338.742730.6096.9512547.911310.865936.374962.1317809.431898.14514.229866.455643.892592.5986958.122120.23113350.17108.0805129.1719112.828729.9233.2389.1998.3366.3267.4769.02208.36211.36207.978.71515.24524.29841.39743.8794512043.52564.6555.61055.451.7770.3590.46118.86135.0221531127.8515.2310.6522.2412.3932.75183161.1076310771.18655.8411871.219018.320481.254693665520340198.343532.928733109724821516310.3803359726.875811757.937743874.04457.06490.52504.59174335614263173145296518667146006671435333333173056666726461000003020900000422813333344955333335526733333540720000052256000093849333313142000001514200000746.0549897.3462057000357127000214445.9752079.138869.84100728.494279.98255135.2495501.50145525.9489217.913792698180681986807166231533067.123294.8440.258031064107612521693937890171933826420017439990.26455.3960.50460.659965.67141.78141.5417.55493.573.8136.578.0719.335.3825.2693.239.728.4937.010.8645.250.6210.96329.6139.3226.95358.86629.3865.5774.7032.6173870510.6618586138.64581331.85586157.35326.067.72489003218.7418719377.9874304529.94298976219.26850590523.98658.646150.97031.454264.077121.868175.468111.370188.351119.19238.12815.2538.0219.47136.2946.77103.9048.8318.4440.0940.4140.2715.3015.3616.0310.655.365.315.381069560000101530000013162746398343151618910511318347957943365732580815393358357361987547683173214933351.06356.72357.033875.3997.7611414.891652.915783.015023.4217366.291914.89481.419948.304737.072435.28134566.002121.18166444.72106.2642128.0099111.360129.4733.1288.6898.2262.9964.6565.34203.48206.23204.498.27814.30623.71440.22243.7669202026.22583.6553.31052.349.5166.1385.54115.90130.652089564.98415.1910.8522.7711.9431.82185070.8277313010.58223.2511209.212083.714122.553571364092840552.443138.929578079827225494510.4503359880.555818020.667704668.27417.30438.54444.12171734611669169287289221400138888001436433333174443333326322333333016100000423356666744939666675519933333539363333352360333393517000013028333331499133333758.0249862.1522187000389235000215684.0654560.039712.8197435.244282.36256378.2297068.01151244.4988668.133746006140961950507157691529451.733106.2440.256121074108012591699938009171133801520144443000.26772.1480.51363.438468.3567.2267.176.18245.022.0914.514.1419.085.5212.5249.809.635.0639.360.6145.220.3611.82355.0441.2126.90559.85930.8945.5814.8842.4965933210.4893306135.10014310.65963155.50316.507.75623373718.3594422327.5441437369.74280680319.21560723625.48059.249140.81324.579174.354104.601170.828102.322188.073114.28437.80315.3238.3319.76136.2046.97106.0148.3618.6239.8039.2939.0715.3915.6115.2410.584.154.073.681104900000105698000013170669842743206641983512318580417946933378620817131387107362765500023177375833351.19367.12366.593863.8897.8511421.251647.095797.285026.6917402.761911.68474.119973.184721.812333.46134176.022127.42164363.19106.4294122.5871104.803129.3032.7588.1897.6061.2662.2563.23207.62206.92208.978.18614.01423.45240.20343.6309782004.72599.9559.81059.149.2766.8884.50112.08127.241905325.39415.0010.9721.6011.8934.72187197.6338317145.37467.1410522.56602.287607.3153682064912034358.535893.730026714827545808810.6623327393.355728479.097507583.68388.42397.01400.96163259596180161790287955500134190001440933333172126666726434333333023166667424360000045181333335535500000541660000052299666792727666713002333331493000000753.6449924.9527864000390682000215764.8256924.5610411.6094921.274155.68259883.6298739.50151839.3087467.233759094140671956509153141538165.338146.3040.255021073107912661701438284172623852320199445350.26672.6500.51165.328467.3965.3265.406.20244.802.0914.564.1319.065.5112.5450.569.615.0741.080.6145.080.3610.95396.5342.0026.97161.23431.1235.5854.9332.4161430210.3613243133.7447302.69164156.21307.067.54517617818.0441922957.5194150009.66875973318.82173464228.73975.172137.47924.087168.153104.693170.540100.616185.505117.4437.16315.3138.2419.71136.2846.88103.77OpenBenchmarking.org

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50Default - DisabledSNC4SNC21122334455SE +/- 0.07, N = 3SE +/- 0.25, N = 3SE +/- 0.25, N = 347.7048.3648.83MIN: 44.82 / MAX: 49.01MIN: 25.09 / MAX: 50.72MIN: 28.77 / MAX: 50.91

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-152SNC2SNC4Default - Disabled510152025SE +/- 0.21, N = 3SE +/- 0.20, N = 3SE +/- 0.25, N = 318.4418.6218.99MIN: 9.73 / MAX: 19.35MIN: 10.5 / MAX: 19.64MIN: 17.88 / MAX: 19.86

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: ResNet-50Default - DisabledSNC4SNC2918273645SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 338.6839.8040.09MIN: 37.08 / MAX: 39.76MIN: 26.68 / MAX: 41.28MIN: 22.35 / MAX: 41.64

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: ResNet-50Default - DisabledSNC4SNC2918273645SE +/- 0.10, N = 3SE +/- 0.45, N = 3SE +/- 0.40, N = 339.2139.2940.41MIN: 36.81 / MAX: 40.31MIN: 25.78 / MAX: 41.34MIN: 34.93 / MAX: 42.02

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-50Default - DisabledSNC4SNC2918273645SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.20, N = 339.0639.0740.27MIN: 37.1 / MAX: 40.22MIN: 19.69 / MAX: 41.1MIN: 23.49 / MAX: 42.09

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: ResNet-152SNC2SNC4Default - Disabled48121620SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.16, N = 515.3015.3916.06MIN: 8.79 / MAX: 15.89MIN: 8.86 / MAX: 16.02MIN: 15.37 / MAX: 16.74

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: ResNet-152SNC2SNC4Default - Disabled48121620SE +/- 0.19, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 315.3615.6116.16MIN: 8.91 / MAX: 15.79MIN: 8.77 / MAX: 16.18MIN: 15.77 / MAX: 16.51

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-152SNC4Default - DisabledSNC248121620SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 315.2415.9116.03MIN: 8.23 / MAX: 15.81MIN: 15.34 / MAX: 16.26MIN: 9.32 / MAX: 16.38

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_lSNC4SNC2Default - Disabled3691215SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 310.5810.6511.16MIN: 5.94 / MAX: 11.15MIN: 6.15 / MAX: 11.04MIN: 10.83 / MAX: 11.47

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: Efficientnet_v2_lSNC4SNC2Default - Disabled246810SE +/- 0.23, N = 9SE +/- 0.06, N = 3SE +/- 0.02, N = 34.155.366.34MIN: 1.09 / MAX: 6.41MIN: 3.75 / MAX: 5.85MIN: 5.68 / MAX: 6.64

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: Efficientnet_v2_lSNC4SNC2Default - Disabled246810SE +/- 0.29, N = 6SE +/- 0.04, N = 3SE +/- 0.02, N = 34.075.316.35MIN: 1.11 / MAX: 6.41MIN: 3.81 / MAX: 5.85MIN: 5.72 / MAX: 6.64

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_lSNC4SNC2Default - Disabled246810SE +/- 0.13, N = 6SE +/- 0.02, N = 3SE +/- 0.01, N = 33.685.386.36MIN: 1.19 / MAX: 6.36MIN: 3.75 / MAX: 5.87MIN: 5.69 / MAX: 6.62

Graph500

This is a benchmark of the reference implementation of Graph500, an HPC benchmark focused on data intensive loads and commonly tested on supercomputers for complex data problems. Graph500 primarily stresses the communication subsystem of the hardware under test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbfs max_TEPS, More Is BetterGraph500 3.0Scale: 26Default - DisabledSNC2SNC4200M400M600M800M1000M756165000106956000011049000001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgbfs median_TEPS, More Is BetterGraph500 3.0Scale: 26Default - DisabledSNC2SNC4200M400M600M800M1000M727662000101530000010569800001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA256SNC2Default - DisabledSNC430000M60000M90000M120000M150000MSE +/- 241913832.01, N = 3SE +/- 311439878.18, N = 3SE +/- 282602364.23, N = 31316274639831316294998931317066984271. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512Default - DisabledSNC2SNC49000M18000M27000M36000M45000MSE +/- 32408039.38, N = 3SE +/- 19206282.00, N = 3SE +/- 16399997.56, N = 34272391165343151618910432066419831. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20SNC2Default - DisabledSNC4110000M220000M330000M440000M550000MSE +/- 45048908.57, N = 3SE +/- 157967680.92, N = 3SE +/- 56755200.60, N = 35113183479575116942446535123185804171. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMDefault - DisabledSNC2SNC4200000M400000M600000M800000M1000000MSE +/- 2155035998.71, N = 3SE +/- 1081587572.26, N = 3SE +/- 179395215.71, N = 39414427014479433657325809469333786201. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMDefault - DisabledSNC2SNC4200000M400000M600000M800000M1000000MSE +/- 1400557991.78, N = 3SE +/- 991457061.79, N = 3SE +/- 1023563571.48, N = 38151757053978153933583578171313871071. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305Default - DisabledSNC2SNC480000M160000M240000M320000M400000MSE +/- 176665463.84, N = 3SE +/- 140024932.44, N = 3SE +/- 129282934.95, N = 33618523758603619875476833627655000231. (CC) gcc options: -pthread -m64 -O3 -ldl

Algebraic Multi-Grid Benchmark

AMG is a parallel algebraic multigrid solver for linear systems arising from problems on unstructured grids. The driver provided with AMG builds linear systems for various 3-dimensional problems. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid Benchmark 1.2Default - DisabledSNC2SNC4400M800M1200M1600M2000MSE +/- 1222576.38, N = 3SE +/- 5512706.85, N = 3SE +/- 14033805.07, N = 31662894000173214933317737583331. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -lmpi

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16 - Device: CPUDefault - DisabledSNC2SNC41224364860SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 349.4151.0651.191. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUDefault - DisabledSNC2SNC480160240320400SE +/- 1.27, N = 3SE +/- 1.55, N = 3SE +/- 0.76, N = 3338.09356.72367.121. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP32 - Device: CPUDefault - DisabledSNC2SNC480160240320400SE +/- 0.89, N = 3SE +/- 2.29, N = 3SE +/- 0.96, N = 3338.74357.03366.591. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16 - Device: CPUDefault - DisabledSNC4SNC28001600240032004000SE +/- 9.07, N = 3SE +/- 8.94, N = 3SE +/- 8.11, N = 32730.603863.883875.391. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUDefault - DisabledSNC2SNC420406080100SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 396.9597.7697.851. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16 - Device: CPUSNC2SNC4Default - Disabled3K6K9K12K15KSE +/- 56.50, N = 3SE +/- 61.71, N = 3SE +/- 73.24, N = 311414.8911421.2512547.911. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16 - Device: CPUDefault - DisabledSNC4SNC2400800120016002000SE +/- 12.81, N = 3SE +/- 0.95, N = 3SE +/- 4.22, N = 31310.861647.091652.911. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUSNC2SNC4Default - Disabled13002600390052006500SE +/- 14.13, N = 3SE +/- 15.69, N = 3SE +/- 10.15, N = 35783.015797.285936.371. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16 - Device: CPUDefault - DisabledSNC2SNC411002200330044005500SE +/- 6.69, N = 3SE +/- 9.79, N = 3SE +/- 6.67, N = 34962.135023.425026.691. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUSNC2SNC4Default - Disabled4K8K12K16K20KSE +/- 14.02, N = 3SE +/- 11.11, N = 3SE +/- 14.08, N = 317366.2917402.7617809.431. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUDefault - DisabledSNC4SNC2400800120016002000SE +/- 4.08, N = 3SE +/- 7.31, N = 3SE +/- 7.84, N = 31898.141911.681914.891. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUSNC4SNC2Default - Disabled110220330440550SE +/- 1.37, N = 3SE +/- 2.07, N = 3SE +/- 0.33, N = 3474.11481.41514.221. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUDefault - DisabledSNC2SNC42K4K6K8K10KSE +/- 30.53, N = 3SE +/- 17.38, N = 3SE +/- 26.50, N = 39866.459948.309973.181. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUSNC4SNC2Default - Disabled12002400360048006000SE +/- 10.32, N = 3SE +/- 6.31, N = 3SE +/- 12.20, N = 34721.814737.075643.891. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16 - Device: CPUSNC4SNC2Default - Disabled6001200180024003000SE +/- 9.95, N = 3SE +/- 24.21, N = 3SE +/- 19.25, N = 32333.462435.282592.591. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUDefault - DisabledSNC4SNC230K60K90K120K150KSE +/- 195.22, N = 3SE +/- 140.85, N = 3SE +/- 365.77, N = 386958.12134176.02134566.001. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUDefault - DisabledSNC2SNC45001000150020002500SE +/- 3.37, N = 3SE +/- 5.01, N = 3SE +/- 7.69, N = 32120.232121.182127.421. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUDefault - DisabledSNC4SNC240K80K120K160K200KSE +/- 251.60, N = 3SE +/- 183.36, N = 3SE +/- 805.14, N = 3113350.17164363.19166444.721. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownSNC2SNC4Default - Disabled20406080100SE +/- 0.53, N = 3SE +/- 0.40, N = 3SE +/- 0.46, N = 3106.26106.43108.08MIN: 102.99 / MAX: 115.22MIN: 103.16 / MAX: 113.77MIN: 105.13 / MAX: 117.76

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonSNC4SNC2Default - Disabled306090120150SE +/- 1.43, N = 4SE +/- 0.56, N = 3SE +/- 0.63, N = 3122.59128.01129.17MIN: 115.06 / MAX: 129.69MIN: 125.3 / MAX: 131.84MIN: 126.31 / MAX: 136

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian Dragon ObjSNC4SNC2Default - Disabled306090120150SE +/- 0.54, N = 3SE +/- 0.58, N = 3SE +/- 0.59, N = 3104.80111.36112.83MIN: 100.15 / MAX: 112.2MIN: 108.45 / MAX: 114.81MIN: 110.06 / MAX: 116.96

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: SlowSNC4SNC2Default - Disabled714212835SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 329.3029.4729.92

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumSNC4SNC2Default - Disabled816243240SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.12, N = 332.7533.1233.23

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: SlowSNC4SNC2Default - Disabled20406080100SE +/- 0.40, N = 3SE +/- 0.19, N = 3SE +/- 0.27, N = 388.1888.6889.19

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: MediumSNC4SNC2Default - Disabled20406080100SE +/- 0.34, N = 3SE +/- 0.18, N = 3SE +/- 0.23, N = 397.6098.2298.33

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very FastSNC4SNC2Default - Disabled1530456075SE +/- 0.22, N = 3SE +/- 0.60, N = 3SE +/- 0.38, N = 361.2662.9966.32

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastSNC4SNC2Default - Disabled1530456075SE +/- 0.42, N = 3SE +/- 0.12, N = 3SE +/- 0.24, N = 362.2564.6567.47

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastSNC4SNC2Default - Disabled1530456075SE +/- 0.25, N = 3SE +/- 0.36, N = 3SE +/- 0.15, N = 363.2365.3469.02

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Very FastSNC2SNC4Default - Disabled50100150200250SE +/- 0.63, N = 3SE +/- 1.28, N = 3SE +/- 1.32, N = 3203.48207.62208.36

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Super FastSNC2SNC4Default - Disabled50100150200250SE +/- 1.37, N = 3SE +/- 2.03, N = 3SE +/- 0.37, N = 3206.23206.92211.36

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Ultra FastSNC2Default - DisabledSNC450100150200250SE +/- 0.83, N = 3SE +/- 0.58, N = 3SE +/- 2.40, N = 3204.49207.97208.97

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FastSNC4SNC2Default - Disabled246810SE +/- 0.118, N = 3SE +/- 0.051, N = 3SE +/- 0.094, N = 38.1868.2788.7151. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FasterSNC4SNC2Default - Disabled48121620SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 314.0114.3115.251. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: FastSNC4SNC2Default - Disabled612182430SE +/- 0.24, N = 3SE +/- 0.29, N = 3SE +/- 0.17, N = 323.4523.7124.301. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: FasterSNC4SNC2Default - Disabled918273645SE +/- 0.45, N = 3SE +/- 0.32, N = 3SE +/- 0.17, N = 340.2040.2241.401. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

ACES DGEMM

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

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateSNC4SNC2Default - Disabled1020304050SE +/- 0.42, N = 3SE +/- 0.36, N = 3SE +/- 0.18, N = 343.6343.7743.881. (CC) gcc options: -O3 -march=native -fopenmp

libxsmm

Libxsmm is an open-source library for specialized dense and sparse matrix operations and deep learning primitives. Libxsmm supports making use of Intel AMX, AVX-512, and other modern CPU instruction set capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 128SNC4SNC2Default - Disabled400800120016002000SE +/- 11.98, N = 3SE +/- 0.82, N = 3SE +/- 2.22, N = 32004.72026.22043.51. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -msse4.2

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 256Default - DisabledSNC2SNC46001200180024003000SE +/- 18.22, N = 3SE +/- 29.68, N = 3SE +/- 21.00, N = 32564.62583.62599.91. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -msse4.2

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 32SNC2Default - DisabledSNC4120240360480600SE +/- 2.72, N = 3SE +/- 0.58, N = 3SE +/- 1.96, N = 3553.3555.6559.81. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -msse4.2

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 64SNC2Default - DisabledSNC42004006008001000SE +/- 2.33, N = 3SE +/- 0.53, N = 3SE +/- 1.09, N = 31052.31055.41059.11. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -msse4.2

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50SNC4SNC2Default - Disabled1224364860SE +/- 0.63, N = 3SE +/- 0.59, N = 3SE +/- 0.23, N = 349.2749.5151.77

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: ResNet-50SNC2SNC4Default - Disabled1632486480SE +/- 0.19, N = 3SE +/- 0.74, N = 3SE +/- 0.29, N = 366.1366.8870.35

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50SNC4SNC2Default - Disabled20406080100SE +/- 0.09, N = 3SE +/- 0.22, N = 3SE +/- 0.05, N = 384.5085.5490.46

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: ResNet-50SNC4SNC2Default - Disabled306090120150SE +/- 0.12, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3112.08115.90118.86

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 512 - Model: ResNet-50SNC4SNC2Default - Disabled306090120150SE +/- 0.33, N = 3SE +/- 0.21, N = 3SE +/- 0.04, N = 3127.24130.65135.02

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 2.0.0Benchmark: vklBenchmarkCPU ISPCSNC4SNC2Default - Disabled5001000150020002500SE +/- 5.29, N = 3SE +/- 2.73, N = 3SE +/- 0.88, N = 3190520892153MIN: 180 / MAX: 27886MIN: 178 / MAX: 27767MIN: 179 / MAX: 27831

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Second, More Is BetterASKAP 1.0Test: Hogbom Clean OpenMPSNC4SNC2Default - Disabled2004006008001000SE +/- 1.54, N = 3SE +/- 1.84, N = 3SE +/- 4.25, N = 3325.39564.981127.851. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: CPUSNC4SNC2Default - Disabled48121620SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 315.0015.1915.23MIN: 14.61 / MAX: 18.76MIN: 14.66 / MAX: 18.88MIN: 14.85 / MAX: 18.76

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPUDefault - DisabledSNC2SNC43691215SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 310.6510.8510.97MIN: 4.82 / MAX: 12.11MIN: 5.02 / MAX: 12.4MIN: 5.05 / MAX: 12.72

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: CPUSNC4Default - DisabledSNC2510152025SE +/- 0.06, N = 3SE +/- 0.26, N = 15SE +/- 0.29, N = 1521.6022.2422.77MIN: 18.58 / MAX: 28.17MIN: 18.56 / MAX: 28.74MIN: 18.36 / MAX: 29.05

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: CPUSNC4SNC2Default - Disabled3691215SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 311.8911.9412.39MIN: 5.42 / MAX: 13.74MIN: 5.67 / MAX: 13.6MIN: 5.87 / MAX: 14.11

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: CPUSNC2Default - DisabledSNC4816243240SE +/- 1.17, N = 15SE +/- 1.27, N = 15SE +/- 0.24, N = 331.8232.7534.72MIN: 18.52 / MAX: 35.42MIN: 17.73 / MAX: 35.6MIN: 34.26 / MAX: 35.1

PETSc

PETSc, the Portable, Extensible Toolkit for Scientific Computation, is for the scalable (parallel) solution of scientific applications modeled by partial differential equations. This test profile runs the PETSc "make streams" benchmark and records the throughput rate when all available cores are utilized for the MPI Streams build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterPETSc 3.19Test: StreamsDefault - DisabledSNC2SNC440K80K120K160K200KSE +/- 64.39, N = 3SE +/- 708.72, N = 3SE +/- 451.28, N = 3183161.11185070.83187197.631. (CC) gcc options: -fPIC -O3 -O2 -lpthread -lpciaccess -lm

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.32Configuration: Multi-ThreadedDefault - DisabledSNC2SNC470K140K210K280K350KSE +/- 716.12, N = 3SE +/- 1378.05, N = 3SE +/- 3981.12, N = 3310771.1313010.5317145.31. (CXX) g++ options: -O3 -march=native -fPIE -pie

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - GriddingSNC4SNC2Default - Disabled2K4K6K8K10KSE +/- 78.17, N = 3SE +/- 5.09, N = 3SE +/- 13.20, N = 37467.148223.258655.841. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - DegriddingSNC4SNC2Default - Disabled3K6K9K12K15KSE +/- 138.85, N = 3SE +/- 13.79, N = 3SE +/- 75.70, N = 310522.511209.211871.21. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - GriddingSNC4SNC2Default - Disabled4K8K12K16K20KSE +/- 54.12, N = 3SE +/- 122.89, N = 15SE +/- 0.00, N = 36602.2812083.7019018.301. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - DegriddingSNC4SNC2Default - Disabled4K8K12K16K20KSE +/- 0.00, N = 3SE +/- 100.74, N = 157607.3114122.5020481.201. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingSNC2SNC4Default - Disabled120K240K360K480K600KSE +/- 2142.48, N = 3SE +/- 2055.13, N = 3SE +/- 410.41, N = 35357135368205469361. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingSNC2SNC4Default - Disabled140K280K420K560K700KSE +/- 11076.26, N = 3SE +/- 5454.96, N = 3SE +/- 364.51, N = 36409286491206552031. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - DegriddingSNC4Default - DisabledSNC29K18K27K36K45KSE +/- 691.76, N = 15SE +/- 170.33, N = 3SE +/- 463.37, N = 334358.540198.340552.41. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - GriddingSNC4SNC2Default - Disabled9K18K27K36K45KSE +/- 743.57, N = 15SE +/- 341.22, N = 3SE +/- 199.70, N = 335893.743138.943532.91. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

Stockfish

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

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 15Total TimeDefault - DisabledSNC2SNC460M120M180M240M300MSE +/- 2377868.67, N = 3SE +/- 3381815.04, N = 15SE +/- 6406046.35, N = 152873310972957807983002671481. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthDefault - DisabledSNC2SNC460M120M180M240M300MSE +/- 1898256.07, N = 3SE +/- 2257424.10, N = 3SE +/- 1785028.61, N = 3248215163272254945275458088

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2023Implementation: MPI CPU - Input: water_GMX50_bareDefault - DisabledSNC2SNC43691215SE +/- 0.38, N = 9SE +/- 0.07, N = 3SE +/- 0.04, N = 310.3810.4510.661. (CXX) g++ options: -O3

Memcached

Memcached is a high performance, distributed memory object caching system. This Memcached test profiles makes use of memtier_benchmark for excuting this CPU/memory-focused server benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:5SNC4Default - DisabledSNC2700K1400K2100K2800K3500KSE +/- 44466.09, N = 3SE +/- 15559.68, N = 3SE +/- 33459.28, N = 33327393.353359726.873359880.551. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10SNC4Default - DisabledSNC21.2M2.4M3.6M4.8M6MSE +/- 8577.07, N = 3SE +/- 23305.65, N = 3SE +/- 17431.43, N = 35728479.095811757.935818020.661. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100SNC4SNC2Default - Disabled1.7M3.4M5.1M6.8M8.5MSE +/- 35640.28, N = 3SE +/- 52363.50, N = 3SE +/- 23469.53, N = 37507583.687704668.277743874.041. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ / https://github.com/ClickHouse/ClickBench/tree/main/clickhouse with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all separate queries performed as an aggregate. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold CacheSNC4SNC2Default - Disabled100200300400500SE +/- 10.37, N = 12SE +/- 8.46, N = 12SE +/- 4.35, N = 3388.42417.30457.06MIN: 30.26 / MAX: 6000MIN: 32.68 / MAX: 6000MIN: 47.36 / MAX: 4285.71

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunSNC4SNC2Default - Disabled110220330440550SE +/- 10.89, N = 12SE +/- 8.80, N = 12SE +/- 6.17, N = 3397.01438.54490.52MIN: 39.66 / MAX: 6000MIN: 35.21 / MAX: 6666.67MIN: 34.27 / MAX: 4615.38

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunSNC4SNC2Default - Disabled110220330440550SE +/- 10.68, N = 12SE +/- 8.91, N = 12SE +/- 5.43, N = 3400.96444.12504.59MIN: 41.1 / MAX: 6000MIN: 48.62 / MAX: 7500MIN: 58.03 / MAX: 3750

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: bcryptSNC4SNC2Default - Disabled40K80K120K160K200KSE +/- 1540.98, N = 15SE +/- 2018.22, N = 4SE +/- 1219.45, N = 31632591717341743351. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt -lbz2

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKSNC4SNC2Default - Disabled130K260K390K520K650KSE +/- 4063.87, N = 3SE +/- 4996.06, N = 3SE +/- 2146.03, N = 35961806116696142631. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt -lbz2

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishSNC4SNC2Default - Disabled40K80K120K160K200KSE +/- 1944.34, N = 15SE +/- 1828.86, N = 12SE +/- 66.40, N = 31617901692871731451. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt -lbz2

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA512SNC4SNC2Default - Disabled60M120M180M240M300MSE +/- 2535178.67, N = 12SE +/- 1930805.92, N = 15SE +/- 1312178.38, N = 32879555002892214002965186671. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt -lbz2

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: MD5SNC4SNC2Default - Disabled3M6M9M12M15MSE +/- 174193.35, N = 15SE +/- 193319.26, N = 15SE +/- 43978.53, N = 31341900013888800146006671. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt -lbz2

Liquid-DSP

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

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 32 - Buffer Length: 256 - Filter Length: 32Default - DisabledSNC2SNC4300M600M900M1200M1500MSE +/- 1937638.88, N = 3SE +/- 5024716.69, N = 3SE +/- 3769320.60, N = 31435333333143643333314409333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 32 - Buffer Length: 256 - Filter Length: 57SNC4Default - DisabledSNC2400M800M1200M1600M2000MSE +/- 6406333.67, N = 3SE +/- 3985947.54, N = 3SE +/- 3811532.21, N = 31721266667173056666717444333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 32SNC2SNC4Default - Disabled600M1200M1800M2400M3000MSE +/- 22995168.57, N = 3SE +/- 26768908.17, N = 3SE +/- 26479677.74, N = 32632233333264343333326461000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 57SNC2Default - DisabledSNC4600M1200M1800M2400M3000MSE +/- 14068522.78, N = 3SE +/- 20219380.14, N = 3SE +/- 1844210.16, N = 33016100000302090000030231666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 32Default - DisabledSNC2SNC4900M1800M2700M3600M4500MSE +/- 18076719.22, N = 3SE +/- 26426018.32, N = 3SE +/- 26314254.69, N = 34228133333423356666742436000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 57SNC2Default - DisabledSNC41000M2000M3000M4000M5000MSE +/- 10235938.86, N = 3SE +/- 17623122.44, N = 3SE +/- 22778084.01, N = 34493966667449553333345181333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 192 - Buffer Length: 256 - Filter Length: 32SNC2Default - DisabledSNC41200M2400M3600M4800M6000MSE +/- 18095333.96, N = 3SE +/- 19784955.00, N = 3SE +/- 29526993.30, N = 35519933333552673333355355000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 192 - Buffer Length: 256 - Filter Length: 57SNC2Default - DisabledSNC41200M2400M3600M4800M6000MSE +/- 15429013.07, N = 3SE +/- 18999298.23, N = 3SE +/- 14304195.19, N = 35393633333540720000054166000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 32 - Buffer Length: 256 - Filter Length: 512Default - DisabledSNC4SNC2110M220M330M440M550MSE +/- 2767116.43, N = 3SE +/- 3819181.12, N = 3SE +/- 3417076.40, N = 35225600005229966675236033331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 512SNC4SNC2Default - Disabled200M400M600M800M1000MSE +/- 6276308.19, N = 3SE +/- 8992613.64, N = 3SE +/- 8999104.28, N = 39272766679351700009384933331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 512SNC4SNC2Default - Disabled300M600M900M1200M1500MSE +/- 7198688.15, N = 3SE +/- 6948700.92, N = 3SE +/- 6222807.51, N = 31300233333130283333313142000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 192 - Buffer Length: 256 - Filter Length: 512SNC4SNC2Default - Disabled300M600M900M1200M1500MSE +/- 5108163.40, N = 3SE +/- 5353295.97, N = 3SE +/- 4629254.80, N = 31493000000149913333315142000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkDefault - DisabledSNC4SNC2160320480640800SE +/- 5.73, N = 3SE +/- 7.89, N = 3SE +/- 1.99, N = 3746.05753.64758.02

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096SNC2Default - DisabledSNC411K22K33K44K55KSE +/- 67.46, N = 3SE +/- 49.04, N = 3SE +/- 90.07, N = 349862.149897.349924.91. (CC) gcc options: -pthread -m64 -O3 -ldl

Graph500

This is a benchmark of the reference implementation of Graph500, an HPC benchmark focused on data intensive loads and commonly tested on supercomputers for complex data problems. Graph500 primarily stresses the communication subsystem of the hardware under test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsssp max_TEPS, More Is BetterGraph500 3.0Scale: 26Default - DisabledSNC2SNC4110M220M330M440M550M4620570005221870005278640001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgsssp median_TEPS, More Is BetterGraph500 3.0Scale: 26Default - DisabledSNC2SNC480M160M240M320M400M3571270003892350003906820001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CDefault - DisabledSNC2SNC450K100K150K200K250KSE +/- 280.16, N = 3SE +/- 322.09, N = 3SE +/- 112.43, N = 3214445.97215684.06215764.821. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CDefault - DisabledSNC2SNC412K24K36K48K60KSE +/- 476.77, N = 3SE +/- 324.22, N = 3SE +/- 191.96, N = 352079.1354560.0356924.561. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CDefault - DisabledSNC2SNC42K4K6K8K10KSE +/- 60.80, N = 3SE +/- 257.16, N = 15SE +/- 304.30, N = 128869.849712.8110411.601. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CSNC4SNC2Default - Disabled20K40K60K80K100KSE +/- 107.70, N = 3SE +/- 925.13, N = 3SE +/- 245.52, N = 394921.2797435.24100728.491. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DSNC4Default - DisabledSNC29001800270036004500SE +/- 45.26, N = 4SE +/- 21.28, N = 3SE +/- 8.86, N = 34155.684279.984282.361. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CDefault - DisabledSNC2SNC460K120K180K240K300KSE +/- 1442.62, N = 3SE +/- 427.36, N = 3SE +/- 1304.12, N = 3255135.24256378.22259883.621. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CDefault - DisabledSNC2SNC420K40K60K80K100KSE +/- 1045.55, N = 4SE +/- 59.39, N = 3SE +/- 517.95, N = 395501.5097068.0198739.501. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BDefault - DisabledSNC2SNC430K60K90K120K150KSE +/- 676.26, N = 3SE +/- 674.53, N = 3SE +/- 1739.78, N = 3145525.94151244.49151839.301. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CSNC4SNC2Default - Disabled20K40K60K80K100KSE +/- 287.86, N = 3SE +/- 271.76, N = 3SE +/- 61.36, N = 387467.2388668.1389217.911. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read OnlySNC2SNC4Default - Disabled800K1600K2400K3200K4000KSE +/- 21467.51, N = 3SE +/- 37681.71, N = 6SE +/- 49179.25, N = 33746006375909437926981. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read WriteSNC4SNC2Default - Disabled4K8K12K16K20KSE +/- 577.54, N = 12SE +/- 496.25, N = 12SE +/- 160.41, N = 121406714096180681. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 1000 - Clients: 1000 - Mode: Read OnlySNC2SNC4Default - Disabled400K800K1200K1600K2000KSE +/- 19687.71, N = 6SE +/- 14067.03, N = 3SE +/- 7755.83, N = 31950507195650919868071. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 1000 - Clients: 1000 - Mode: Read WriteSNC4SNC2Default - Disabled4K8K12K16K20KSE +/- 181.92, N = 4SE +/- 204.24, N = 3SE +/- 472.23, N = 121531415769166231. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096SNC2Default - DisabledSNC4300K600K900K1200K1500KSE +/- 486.05, N = 3SE +/- 3444.37, N = 3SE +/- 3270.23, N = 31529451.71533067.11538165.31. (CC) gcc options: -pthread -m64 -O3 -ldl

LULESH

LULESH is the Livermore Unstructured Lagrangian Explicit Shock Hydrodynamics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3Default - DisabledSNC2SNC48K16K24K32K40KSE +/- 398.51, N = 12SE +/- 116.87, N = 3SE +/- 142.33, N = 323294.8433106.2438146.301. (CXX) g++ options: -O3 -fopenmp -lm -lmpi_cxx -lmpi

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsDefault - DisabledSNC2SNC40.05810.11620.17430.23240.2905SE +/- 0.00087, N = 3SE +/- 0.00284, N = 3SE +/- 0.00197, N = 30.258030.256120.25502

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUSNC2SNC4Default - Disabled2004006008001000SE +/- 2.73, N = 3SE +/- 1.86, N = 3SE +/- 4.18, N = 3107410731064

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUSNC2SNC4Default - Disabled2004006008001000SE +/- 3.61, N = 3SE +/- 3.71, N = 3SE +/- 3.79, N = 3108010791076

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUSNC4SNC2Default - Disabled30060090012001500SE +/- 4.33, N = 3SE +/- 2.40, N = 3SE +/- 1.53, N = 3126612591252

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUSNC4SNC2Default - Disabled4K8K12K16K20KSE +/- 2.67, N = 3SE +/- 20.23, N = 3SE +/- 35.36, N = 3170141699916939

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUSNC4SNC2Default - Disabled8K16K24K32K40KSE +/- 154.47, N = 3SE +/- 106.88, N = 3SE +/- 51.31, N = 3382843800937890

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUSNC4Default - DisabledSNC24K8K12K16K20KSE +/- 70.54, N = 3SE +/- 94.37, N = 3SE +/- 54.03, N = 3172621719317113

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUSNC4Default - DisabledSNC28K16K24K32K40KSE +/- 65.34, N = 3SE +/- 105.83, N = 3SE +/- 192.95, N = 3385233826438015

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUSNC4SNC2Default - Disabled4K8K12K16K20KSE +/- 57.00, N = 3SE +/- 18.75, N = 3SE +/- 42.71, N = 3201992014420017

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUSNC4SNC2Default - Disabled10K20K30K40K50KSE +/- 146.66, N = 3SE +/- 80.70, N = 3SE +/- 70.44, N = 3445354430043999

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average LatencySNC2SNC4Default - Disabled0.06010.12020.18030.24040.3005SE +/- 0.002, N = 3SE +/- 0.003, N = 6SE +/- 0.003, N = 30.2670.2660.2641. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average LatencySNC4SNC2Default - Disabled1632486480SE +/- 3.47, N = 12SE +/- 3.12, N = 12SE +/- 0.50, N = 1272.6572.1555.401. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 1000 - Clients: 1000 - Mode: Read Only - Average LatencySNC2SNC4Default - Disabled0.11540.23080.34620.46160.577SE +/- 0.005, N = 6SE +/- 0.004, N = 3SE +/- 0.002, N = 30.5130.5110.5041. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 1000 - Clients: 1000 - Mode: Read Write - Average LatencySNC4SNC2Default - Disabled1530456075SE +/- 0.79, N = 4SE +/- 0.82, N = 3SE +/- 1.61, N = 1265.3363.4460.661. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16 - Device: CPUDefault - DisabledSNC2SNC42004006008001000SE +/- 0.53, N = 3SE +/- 0.78, N = 3SE +/- 1.50, N = 3965.67468.35467.39MIN: 767.19 / MAX: 1026.9MIN: 396.69 / MAX: 533.02MIN: 391.77 / MAX: 504.291. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUDefault - DisabledSNC2SNC4306090120150SE +/- 0.52, N = 3SE +/- 0.29, N = 3SE +/- 0.13, N = 3141.7867.2265.32MIN: 54.39 / MAX: 210.64MIN: 37.86 / MAX: 90.7MIN: 36.8 / MAX: 87.751. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP32 - Device: CPUDefault - DisabledSNC2SNC4306090120150SE +/- 0.37, N = 3SE +/- 0.43, N = 3SE +/- 0.17, N = 3141.5467.1765.40MIN: 50.69 / MAX: 212.29MIN: 38.08 / MAX: 93.26MIN: 44.03 / MAX: 91.211. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16 - Device: CPUDefault - DisabledSNC4SNC248121620SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 317.556.206.18MIN: 5.74 / MAX: 43.74MIN: 5.02 / MAX: 17.36MIN: 5.27 / MAX: 16.21. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUDefault - DisabledSNC2SNC4110220330440550SE +/- 0.76, N = 3SE +/- 0.27, N = 3SE +/- 0.34, N = 3493.57245.02244.80MIN: 246.03 / MAX: 522.95MIN: 201.96 / MAX: 285.01MIN: 212 / MAX: 263.671. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16 - Device: CPUDefault - DisabledSNC4SNC20.85731.71462.57193.42924.2865SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.812.092.09MIN: 2.1 / MAX: 21.93MIN: 1.87 / MAX: 8.99MIN: 1.85 / MAX: 7.81. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16 - Device: CPUDefault - DisabledSNC4SNC2816243240SE +/- 0.36, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 336.5714.5614.51MIN: 15.82 / MAX: 76.01MIN: 11.83 / MAX: 32.54MIN: 12.17 / MAX: 35.531. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUDefault - DisabledSNC2SNC4246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 38.074.144.13MIN: 4.25 / MAX: 26.67MIN: 3.73 / MAX: 12.01MIN: 3.67 / MAX: 12.511. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16 - Device: CPUDefault - DisabledSNC2SNC4510152025SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 319.3319.0819.06MIN: 9.33 / MAX: 85.74MIN: 15.77 / MAX: 56.75MIN: 17.12 / MAX: 40.941. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUSNC2SNC4Default - Disabled1.2422.4843.7264.9686.21SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 35.525.515.38MIN: 4.91 / MAX: 14.41MIN: 4.84 / MAX: 15.48MIN: 3.31 / MAX: 23.311. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUDefault - DisabledSNC4SNC2612182430SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 325.2612.5412.52MIN: 12.5 / MAX: 49.19MIN: 10.7 / MAX: 28.81MIN: 10.66 / MAX: 27.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUDefault - DisabledSNC4SNC220406080100SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.22, N = 393.2350.5649.80MIN: 42.51 / MAX: 145.87MIN: 38.52 / MAX: 103.27MIN: 38.67 / MAX: 117.731. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUDefault - DisabledSNC2SNC43691215SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 39.729.639.61MIN: 4.95 / MAX: 29.09MIN: 8.28 / MAX: 16.71MIN: 8.18 / MAX: 19.441. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUDefault - DisabledSNC4SNC2246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 38.495.075.06MIN: 5.66 / MAX: 25.99MIN: 4.35 / MAX: 13.85MIN: 4.47 / MAX: 12.751. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16 - Device: CPUSNC4SNC2Default - Disabled918273645SE +/- 0.17, N = 3SE +/- 0.40, N = 3SE +/- 0.27, N = 341.0839.3637.01MIN: 31.72 / MAX: 55.31MIN: 32.78 / MAX: 55.31MIN: 20.68 / MAX: 66.671. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUDefault - DisabledSNC4SNC20.19350.3870.58050.7740.9675SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.860.610.61MIN: 0.28 / MAX: 17.81MIN: 0.46 / MAX: 16.98MIN: 0.44 / MAX: 16.141. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUDefault - DisabledSNC2SNC41020304050SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 345.2545.2245.08MIN: 34.3 / MAX: 61.3MIN: 37.77 / MAX: 56.52MIN: 36.6 / MAX: 52.281. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUDefault - DisabledSNC4SNC20.13950.2790.41850.5580.6975SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.620.360.36MIN: 0.21 / MAX: 39.81MIN: 0.27 / MAX: 41.09MIN: 0.27 / MAX: 31.551. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

CloverLeaf

CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeaf 1.3Input: clover_bmSNC2Default - DisabledSNC43691215SE +/- 0.09, N = 15SE +/- 0.07, N = 14SE +/- 0.07, N = 311.8210.9610.951. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeaf 1.3Input: clover_bm16SNC4SNC2Default - Disabled90180270360450SE +/- 1.41, N = 3SE +/- 1.55, N = 3SE +/- 0.23, N = 3396.53355.04329.611. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeaf 1.3Input: clover_bm64_shortSNC4SNC2Default - Disabled1020304050SE +/- 0.08, N = 3SE +/- 0.26, N = 3SE +/- 0.01, N = 342.0041.2139.321. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDSNC4Default - DisabledSNC2612182430SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 326.9726.9526.911. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DSNC4SNC2Default - Disabled1428425670SE +/- 0.53, N = 15SE +/- 0.62, N = 15SE +/- 0.82, N = 361.2359.8658.871. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteSNC4SNC2Default - Disabled714212835SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.23, N = 331.1230.8929.391. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverSNC4SNC2Default - Disabled1.25662.51323.76985.02646.283SE +/- 0.013, N = 3SE +/- 0.002, N = 3SE +/- 0.036, N = 35.5855.5815.5771. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterSNC4SNC2Default - Disabled1.10992.21983.32974.43965.5495SE +/- 0.027, N = 3SE +/- 0.019, N = 3SE +/- 0.007, N = 34.9334.8844.7031. (CXX) g++ options: -O2 -lOpenCL

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per DirectionDefault - DisabledSNC2SNC40.58891.17781.76672.35562.9445SE +/- 0.03355279, N = 3SE +/- 0.01815766, N = 3SE +/- 0.00587555, N = 32.617387052.496593322.416143021. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionDefault - DisabledSNC2SNC43691215SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 310.6610.4910.361. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Mesh TimeDefault - DisabledSNC2SNC4306090120150138.65135.10133.741. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution TimeDefault - DisabledSNC2SNC470140210280350331.86310.66302.691. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Chrysler Neon 1MDefault - DisabledSNC4SNC2306090120150SE +/- 0.18, N = 3SE +/- 0.27, N = 3SE +/- 0.28, N = 3157.35156.21155.50

Quantum ESPRESSO

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

OpenBenchmarking.orgSeconds, Fewer Is BetterQuantum ESPRESSO 7.0Input: AUSURF112Default - DisabledSNC2SNC470140210280350SE +/- 0.35, N = 3SE +/- 0.87, N = 3SE +/- 0.32, N = 3326.06316.50307.061. (F9X) gfortran options: -pthread -fopenmp -ldevXlib -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3_omp -lfftw3 -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

SPECFEM3D

simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra. This test profile currently relies on CPU-based execution for SPECFEM3D and using a variety of their built-in examples/models for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Mount St. HelensSNC2Default - DisabledSNC4246810SE +/- 0.022697239, N = 3SE +/- 0.077041220, N = 3SE +/- 0.073100963, N = 37.7562337377.7248900327.5451761781. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Layered HalfspaceDefault - DisabledSNC2SNC4510152025SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.14, N = 318.7418.3618.041. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Tomographic ModelDefault - DisabledSNC2SNC4246810SE +/- 0.088577121, N = 3SE +/- 0.094423144, N = 3SE +/- 0.068276455, N = 37.9874304527.5441437367.5194150001. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Homogeneous HalfspaceDefault - DisabledSNC2SNC43691215SE +/- 0.062415502, N = 15SE +/- 0.112412006, N = 4SE +/- 0.063880399, N = 39.9429897629.7428068039.6687597331. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Water-layered HalfspaceDefault - DisabledSNC2SNC4510152025SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 319.2719.2218.821. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

easyWave

The easyWave software allows simulating tsunami generation and propagation in the context of early warning systems. EasyWave supports making use of OpenMP for CPU multi-threading and there are also GPU ports available but not currently incorporated as part of this test profile. The easyWave tsunami generation software is run with one of the example/reference input files for measuring the CPU execution time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BettereasyWave r34Input: e2Asean Grid + BengkuluSept2007 Source - Time: 1200SNC4SNC2Default - Disabled714212835SE +/- 0.57, N = 12SE +/- 0.46, N = 15SE +/- 0.32, N = 1528.7425.4823.991. (CXX) g++ options: -O3 -fopenmp

OpenBenchmarking.orgSeconds, Fewer Is BettereasyWave r34Input: e2Asean Grid + BengkuluSept2007 Source - Time: 2400SNC4SNC2Default - Disabled20406080100SE +/- 3.38, N = 12SE +/- 0.49, N = 3SE +/- 0.47, N = 975.1759.2558.651. (CXX) g++ options: -O3 -fopenmp

Timed Gem5 Compilation

This test times how long it takes to compile Gem5. Gem5 is a simulator for computer system architecture research. Gem5 is widely used for computer architecture research within the industry, academia, and more. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 23.0.1Time To CompileDefault - DisabledSNC2SNC4306090120150SE +/- 1.82, N = 3SE +/- 1.48, N = 3SE +/- 1.46, N = 5150.97140.81137.48

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigDefault - DisabledSNC2SNC4714212835SE +/- 0.34, N = 4SE +/- 0.26, N = 5SE +/- 0.29, N = 431.4524.5824.09

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigDefault - DisabledSNC2SNC460120180240300SE +/- 1.24, N = 3SE +/- 0.85, N = 3SE +/- 0.44, N = 3264.08174.35168.15

Timed LLVM Compilation

This test times how long it takes to compile/build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: NinjaDefault - DisabledSNC4SNC2306090120150SE +/- 0.08, N = 3SE +/- 0.52, N = 3SE +/- 0.30, N = 3121.87104.69104.60

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Unix MakefilesDefault - DisabledSNC2SNC44080120160200SE +/- 0.35, N = 3SE +/- 0.79, N = 3SE +/- 0.32, N = 3175.47170.83170.54

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 19.8.1Time To CompileDefault - DisabledSNC2SNC420406080100SE +/- 1.21, N = 5SE +/- 0.40, N = 3SE +/- 0.39, N = 3111.37102.32100.62

Timed CPython Compilation

This test times how long it takes to build the reference Python implementation, CPython, with optimizations and LTO enabled for a release build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed CPython Compilation 3.10.6Build Configuration: Released Build, PGO + LTO OptimizedDefault - DisabledSNC2SNC44080120160200188.35188.07185.51

Radiance Benchmark

This is a benchmark of NREL Radiance, a synthetic imaging system that is open-source and developed by the Lawrence Berkeley National Laboratory in California. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP ParallelDefault - DisabledSNC4SNC2306090120150119.19117.44114.28

GPAW

GPAW is a density-functional theory (DFT) Python code based on the projector-augmented wave (PAW) method and the atomic simulation environment (ASE). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 23.6Input: Carbon NanotubeDefault - DisabledSNC2SNC4918273645SE +/- 0.34, N = 3SE +/- 0.23, N = 3SE +/- 0.25, N = 338.1337.8037.161. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: BMW27 - Compute: CPU-OnlySNC2SNC4Default - Disabled48121620SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 315.3215.3115.25

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Classroom - Compute: CPU-OnlySNC2SNC4Default - Disabled918273645SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 338.3338.2438.02

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Fishy Cat - Compute: CPU-OnlySNC2SNC4Default - Disabled510152025SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 319.7619.7119.47

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Barbershop - Compute: CPU-OnlyDefault - DisabledSNC4SNC2306090120150SE +/- 0.18, N = 3SE +/- 0.23, N = 3SE +/- 0.26, N = 3136.29136.28136.20

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Pabellon Barcelona - Compute: CPU-OnlySNC2SNC4Default - Disabled1122334455SE +/- 0.23, N = 3SE +/- 0.29, N = 3SE +/- 0.20, N = 346.9746.8846.77

QMCPACK

QMCPACK is a modern high-performance open-source Quantum Monte Carlo (QMC) simulation code making use of MPI for this benchmark of the H20 example code. QMCPACK is an open-source production level many-body ab initio Quantum Monte Carlo code for computing the electronic structure of atoms, molecules, and solids. QMCPACK is supported by the U.S. Department of Energy. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Execution Time - Seconds, Fewer Is BetterQMCPACK 3.17.1Input: Li2_STO_aeSNC2Default - DisabledSNC420406080100SE +/- 1.13, N = 3SE +/- 0.55, N = 3SE +/- 0.06, N = 3106.01103.90103.771. (CXX) g++ options: -fopenmp -foffload=disable -finline-limit=1000 -fstrict-aliasing -funroll-all-loops -ffast-math -march=native -O3 -lm -ldl

196 Results Shown

PyTorch:
  CPU - 1 - ResNet-50
  CPU - 1 - ResNet-152
  CPU - 16 - ResNet-50
  CPU - 32 - ResNet-50
  CPU - 64 - ResNet-50
  CPU - 16 - ResNet-152
  CPU - 32 - ResNet-152
  CPU - 64 - ResNet-152
  CPU - 1 - Efficientnet_v2_l
  CPU - 16 - Efficientnet_v2_l
  CPU - 32 - Efficientnet_v2_l
  CPU - 64 - Efficientnet_v2_l
Graph500:
  26:
    bfs max_TEPS
    bfs median_TEPS
OpenSSL:
  SHA256
  SHA512
  ChaCha20
  AES-128-GCM
  AES-256-GCM
  ChaCha20-Poly1305
Algebraic Multi-Grid Benchmark
OpenVINO:
  Face Detection FP16 - CPU
  Person Detection FP16 - CPU
  Person Detection FP32 - CPU
  Vehicle Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Face Detection Retail FP16 - CPU
  Road Segmentation ADAS FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Road Segmentation ADAS FP16-INT8 - CPU
  Machine Translation EN To DE FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Handwritten English Recognition FP16 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
Embree:
  Pathtracer ISPC - Crown
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
uvg266:
  Bosphorus 4K - Slow
  Bosphorus 4K - Medium
  Bosphorus 1080p - Slow
  Bosphorus 1080p - Medium
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
  Bosphorus 4K - Ultra Fast
  Bosphorus 1080p - Very Fast
  Bosphorus 1080p - Super Fast
  Bosphorus 1080p - Ultra Fast
VVenC:
  Bosphorus 4K - Fast
  Bosphorus 4K - Faster
  Bosphorus 1080p - Fast
  Bosphorus 1080p - Faster
ACES DGEMM
libxsmm:
  128
  256
  32
  64
TensorFlow:
  CPU - 16 - ResNet-50
  CPU - 32 - ResNet-50
  CPU - 64 - ResNet-50
  CPU - 256 - ResNet-50
  CPU - 512 - ResNet-50
OpenVKL
ASKAP
LuxCoreRender:
  DLSC - CPU
  Danish Mood - CPU
  Orange Juice - CPU
  LuxCore Benchmark - CPU
  Rainbow Colors and Prism - CPU
PETSc
QuantLib
ASKAP:
  tConvolve MT - Gridding
  tConvolve MT - Degridding
  tConvolve OpenMP - Gridding
  tConvolve OpenMP - Degridding
7-Zip Compression:
  Compression Rating
  Decompression Rating
ASKAP:
  tConvolve MPI - Degridding
  tConvolve MPI - Gridding
Stockfish
asmFish
GROMACS
Memcached:
  1:5
  1:10
  1:100
ClickHouse:
  100M Rows Hits Dataset, First Run / Cold Cache
  100M Rows Hits Dataset, Second Run
  100M Rows Hits Dataset, Third Run
John The Ripper:
  bcrypt
  WPA PSK
  Blowfish
  HMAC-SHA512
  MD5
Liquid-DSP:
  32 - 256 - 32
  32 - 256 - 57
  64 - 256 - 32
  64 - 256 - 57
  128 - 256 - 32
  128 - 256 - 57
  192 - 256 - 32
  192 - 256 - 57
  32 - 256 - 512
  64 - 256 - 512
  128 - 256 - 512
  192 - 256 - 512
Numpy Benchmark
OpenSSL
Graph500:
    sssp max_TEPS
    sssp median_TEPS
NAS Parallel Benchmarks:
  BT.C
  CG.C
  EP.C
  FT.C
  IS.D
  LU.C
  MG.C
  SP.B
  SP.C
PostgreSQL:
  100 - 1000 - Read Only
  100 - 1000 - Read Write
  1000 - 1000 - Read Only
  1000 - 1000 - Read Write
OpenSSL
LULESH
NAMD
OSPRay Studio:
  1 - 4K - 1 - Path Tracer - CPU
  2 - 4K - 1 - Path Tracer - CPU
  3 - 4K - 1 - Path Tracer - CPU
  1 - 4K - 16 - Path Tracer - CPU
  1 - 4K - 32 - Path Tracer - CPU
  2 - 4K - 16 - Path Tracer - CPU
  2 - 4K - 32 - Path Tracer - CPU
  3 - 4K - 16 - Path Tracer - CPU
  3 - 4K - 32 - Path Tracer - CPU
PostgreSQL:
  100 - 1000 - Read Only - Average Latency
  100 - 1000 - Read Write - Average Latency
  1000 - 1000 - Read Only - Average Latency
  1000 - 1000 - Read Write - Average Latency
OpenVINO:
  Face Detection FP16 - CPU
  Person Detection FP16 - CPU
  Person Detection FP32 - CPU
  Vehicle Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Face Detection Retail FP16 - CPU
  Road Segmentation ADAS FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Road Segmentation ADAS FP16-INT8 - CPU
  Machine Translation EN To DE FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Handwritten English Recognition FP16 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
CloverLeaf:
  clover_bm
  clover_bm16
  clover_bm64_short
Rodinia:
  OpenMP LavaMD
  OpenMP HotSpot3D
  OpenMP Leukocyte
  OpenMP CFD Solver
  OpenMP Streamcluster
Xcompact3d Incompact3d:
  input.i3d 129 Cells Per Direction
  input.i3d 193 Cells Per Direction
OpenFOAM:
  drivaerFastback, Medium Mesh Size - Mesh Time
  drivaerFastback, Medium Mesh Size - Execution Time
OpenRadioss
Quantum ESPRESSO
SPECFEM3D:
  Mount St. Helens
  Layered Halfspace
  Tomographic Model
  Homogeneous Halfspace
  Water-layered Halfspace
easyWave:
  e2Asean Grid + BengkuluSept2007 Source - 1200
  e2Asean Grid + BengkuluSept2007 Source - 2400
Timed Gem5 Compilation
Timed Linux Kernel Compilation:
  defconfig
  allmodconfig
Timed LLVM Compilation:
  Ninja
  Unix Makefiles
Timed Node.js Compilation
Timed CPython Compilation
Radiance Benchmark
GPAW
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Barbershop - CPU-Only
  Pabellon Barcelona - CPU-Only
QMCPACK