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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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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Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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
Processor Notes: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105
OpenCL Notes: GPU Compute Cores: 6144
Python Notes: Python 3.11.6
Security Notes: 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

SNC2

SNC4

Processor: AMD Ryzen Threadripper PRO 7995WX 96-Cores @ 6.44GHz (96 Cores / 192 Threads), Motherboard: HP 8B24 (U65 Ver. 01.01.04 BIOS), Chipset: AMD Device 14a4, Memory: 128GB, Disk: 2 x 1024GB SAMSUNG MZVL21T0HCLR-00BH1, Graphics: NVIDIA RTX A4000 16GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8111/8168/8411

OS: Ubuntu 23.10, Kernel: 6.5.0-13-generic (x86_64), Desktop: GNOME Shell 45.0, Display Server: X Server 1.21.1.7, Display Driver: NVIDIA 535.129.03, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.2.147, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160

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 Benchmarksgpaw: Carbon Nanotubepetsc: Streamsopenvkl: vklBenchmarkCPU ISPCgromacs: MPI CPU - water_GMX50_barepytorch: CPU - 16 - Efficientnet_v2_lpgbench: 100 - 1000 - Read Write - Average Latencypgbench: 100 - 1000 - Read Writeclickhouse: 100M Rows Hits Dataset, Third Runclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, First Run / Cold Cachepytorch: CPU - 64 - Efficientnet_v2_lpytorch: CPU - 32 - Efficientnet_v2_llibxsmm: 128tensorflow: CPU - 512 - ResNet-50pgbench: 1000 - 1000 - Read Write - Average Latencypgbench: 1000 - 1000 - Read Writecloverleaf: clover_bm16qe: AUSURF112pgbench: 1000 - 1000 - Read Only - Average Latencypgbench: 1000 - 1000 - Read Onlytensorflow: CPU - 256 - ResNet-50stockfish: Total Timeluxcorerender: Orange Juice - CPUjohn-the-ripper: MD5rodinia: OpenMP HotSpot3Daskap: tConvolve MT - Degriddingaskap: tConvolve MT - Griddinggraph500: 26graph500: 26graph500: 26graph500: 26build-linux-kernel: allmodconfigjohn-the-ripper: HMAC-SHA512pgbench: 100 - 1000 - Read Only - Average Latencypgbench: 100 - 1000 - Read Onlyeasywave: e2Asean Grid + BengkuluSept2007 Source - 2400openradioss: Chrysler Neon 1Mopenssl: AES-128-GCMopenssl: SHA256openssl: SHA512openssl: ChaCha20-Poly1305openssl: AES-256-GCMopenssl: ChaCha20libxsmm: 256build-gem5: Time To Compilebuild-llvm: Unix Makefilespytorch: CPU - 16 - ResNet-152npb: SP.Copenfoam: drivaerFastback, Medium Mesh Size - Execution Timeopenfoam: drivaerFastback, Medium Mesh Size - Mesh Timeblender: Barbershop - CPU-Onlypytorch: CPU - 64 - ResNet-152pytorch: CPU - 32 - ResNet-152build-nodejs: Time To Compileeasywave: e2Asean Grid + BengkuluSept2007 Source - 1200build-llvm: Ninjapytorch: CPU - 1 - Efficientnet_v2_lqmcpack: Li2_STO_aeaskap: tConvolve MPI - Griddingaskap: tConvolve MPI - Degriddingasmfish: 1024 Hash Memory, 26 Depthnumpy: john-the-ripper: Blowfishtensorflow: CPU - 64 - ResNet-50specfem3d: Tomographic Modelvvenc: Bosphorus 4K - Fastjohn-the-ripper: bcryptospray-studio: 3 - 4K - 16 - Path Tracer - CPUmemcached: 1:100memcached: 1:10memcached: 1:5ospray-studio: 3 - 4K - 1 - Path Tracer - CPUospray-studio: 1 - 4K - 1 - Path Tracer - CPUospray-studio: 2 - 4K - 1 - Path Tracer - CPUospray-studio: 2 - 4K - 16 - Path Tracer - CPUospray-studio: 1 - 4K - 16 - Path Tracer - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUluxcorerender: Danish Mood - CPUpytorch: CPU - 1 - ResNet-152build-python: Released Build, PGO + LTO Optimizedluxcorerender: LuxCore Benchmark - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUquantlib: Multi-Threadedopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUluxcorerender: DLSC - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection Retail FP16 - CPUopenvino: Face Detection Retail FP16 - CPUopenssl: RSA4096openssl: RSA4096tensorflow: CPU - 32 - ResNet-50pytorch: CPU - 32 - ResNet-50pytorch: CPU - 64 - ResNet-50pytorch: CPU - 16 - ResNet-50ospray-studio: 3 - 4K - 32 - Path Tracer - CPUblender: Pabellon Barcelona - CPU-Onlyospray-studio: 2 - 4K - 32 - Path Tracer - CPUospray-studio: 1 - 4K - 32 - Path Tracer - CPUvvenc: Bosphorus 4K - Fastercloverleaf: clover_bm64_shortcloverleaf: clover_bmtensorflow: CPU - 16 - ResNet-50radiance: SMP Parallelblender: Classroom - CPU-Onlybuild-linux-kernel: defconfiglulesh: compress-7zip: Decompression Ratingcompress-7zip: Compression Ratingamg: specfem3d: Homogeneous Halfspaceliquid-dsp: 192 - 256 - 512rodinia: OpenMP Leukocyteliquid-dsp: 128 - 256 - 512john-the-ripper: WPA PSKliquid-dsp: 64 - 256 - 512liquid-dsp: 32 - 256 - 512liquid-dsp: 192 - 256 - 57liquid-dsp: 192 - 256 - 32liquid-dsp: 128 - 256 - 57liquid-dsp: 128 - 256 - 32liquid-dsp: 64 - 256 - 57liquid-dsp: 64 - 256 - 32liquid-dsp: 32 - 256 - 32liquid-dsp: 32 - 256 - 57vvenc: Bosphorus 1080p - Fastrodinia: OpenMP LavaMDpytorch: CPU - 1 - ResNet-50specfem3d: Water-layered Halfspacespecfem3d: Layered Halfspaceluxcorerender: Rainbow Colors and Prism - CPUblender: Fishy Cat - CPU-Onlyuvg266: Bosphorus 4K - Slownamd: ATPase Simulation - 327,506 Atomsuvg266: Bosphorus 4K - Mediumvvenc: Bosphorus 1080p - Fasteraskap: tConvolve OpenMP - Degriddingaskap: tConvolve OpenMP - Griddingblender: BMW27 - CPU-Onlynpb: BT.Cembree: Pathtracer ISPC - Asian Dragon Objaskap: Hogbom Clean OpenMPincompact3d: input.i3d 193 Cells Per Directionlibxsmm: 64specfem3d: Mount St. Helensnpb: IS.Dlibxsmm: 32uvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 4K - Ultra Fastnpb: LU.Cnpb: EP.Cembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonuvg266: Bosphorus 1080p - Slowuvg266: Bosphorus 1080p - Mediumnpb: FT.Crodinia: OpenMP CFD Solvermt-dgemm: Sustained Floating-Point Raterodinia: OpenMP Streamclusterincompact3d: input.i3d 129 Cells Per Directionnpb: CG.Cnpb: SP.Bnpb: MG.Cuvg266: Bosphorus 1080p - Very Fastuvg266: Bosphorus 1080p - Ultra Fastuvg266: Bosphorus 1080p - Super FastDefault - DisabledSNC2SNC438.128183161.1076215310.3806.3455.39618068504.59490.52457.066.366.352043.5135.0260.65916623329.61326.060.5041986807118.8628733109722.241460066758.86611871.28655.84462057000357127000756165000727662000264.0772965186670.264379269858.646157.35941442701447131629499893427239116533618523758608151757053975116942446532564.6150.970175.46816.0689217.91331.85586138.64581136.2915.9116.16111.37023.986121.86811.16103.9043532.940198.3248215163746.0517314590.467.9874304528.715174335200177743874.045811757.933359726.871252106410761719316939965.6749.41493.5796.9510.6518.99188.35112.39141.54338.74141.78338.0993.23514.22310771.18.495643.895.3817809.4325.261898.1436.571310.8615.2345.252120.230.62113350.1737.012592.590.8686958.1219.334962.138.075936.379.729866.4517.552730.603.8112547.911533067.149897.370.3539.2139.0638.684399946.77382643789015.24539.3210.9651.77119.19238.0231.45423294.84465520354693616628940009.942989762151420000029.38613142000006142639384933335225600005407200000552673333344955333334228133333302090000026461000001435333333173056666724.29826.95347.7019.26850590518.74187193732.7519.4729.920.2580333.2341.39720481.219018.315.25214445.97112.82871127.8510.66185861055.47.7248900324279.98555.666.3267.4769.02255135.248869.84108.0805129.171989.1998.33100728.495.57743.8794514.7032.6173870552079.13145525.9495501.50208.36207.97211.3637.803185070.8277208910.4505.3672.14814096444.12438.54417.305.385.312026.2130.6563.43815769355.04316.500.5131950507115.9029578079822.771388880059.85911209.28223.2552218700038923500010695600001015300000174.3542892214000.267374600659.249155.50943365732580131627463983431516189103619875476838153933583575113183479572583.6140.813170.82815.3088668.13310.65963135.10014136.2016.0315.36102.32225.480104.60110.65106.0143138.940552.4272254945758.0216928785.547.5441437368.278171734201447704668.275818020.663359880.551259107410801711316999468.3551.06245.0297.7610.8518.44188.07311.9467.17357.0367.22356.7249.80481.41313010.55.064737.075.5217366.2912.521914.8914.511652.9115.1945.222121.180.36166444.7239.362435.280.61134566.0019.085023.424.145783.019.639948.306.183875.392.0911414.891529451.749862.166.1340.4140.2740.094430046.97380153800914.30641.2111.8249.51114.28438.3324.57933106.24464092853571317321493339.742806803149913333330.89413028333336116699351700005236033335393633333551993333344939666674233566667301610000026322333331436433333174443333323.71426.90548.8319.21560723618.35944223231.8219.7629.470.2561233.1240.22214122.512083.715.32215684.06111.3601564.98410.48933061052.37.7562337374282.36553.362.9964.6565.34256378.229712.81106.2642128.009988.6898.2297435.245.58143.7669204.8842.4965933254560.03151244.4997068.01203.48204.49206.2337.163187197.6338190510.6624.1572.65014067400.96397.01388.423.684.072004.7127.2465.32815314396.53307.060.5111956509112.0830026714821.601341900061.23410522.57467.1452786400039068200011049000001056980000168.1532879555000.266375909475.172156.21946933378620131706698427432066419833627655000238171313871075123185804172599.9137.479170.54015.3987467.23302.69164133.7447136.2815.2415.61100.61628.739104.69310.58103.7735893.734358.5275458088753.6416179084.507.5194150008.186163259201997507583.685728479.093327393.351266107310791726217014467.3951.19244.8097.8510.9718.62185.50511.8965.40366.5965.32367.1250.56474.11317145.35.074721.815.5117402.7612.541911.6814.561647.0915.0045.082127.420.36164363.1941.082333.460.61134176.0219.065026.694.135797.289.619973.186.203863.882.0911421.251538165.349924.966.8839.2939.0739.804453546.88385233828414.01442.0010.9549.27117.4438.2424.08738146.30464912053682017737583339.668759733149300000031.12313002333335961809272766675229966675416600000553550000045181333334243600000302316666726434333331440933333172126666723.45226.97148.3618.82173464218.04419229534.7219.7129.300.2550232.7540.2037607.316602.2815.31215764.82104.8031325.39410.36132431059.17.5451761784155.68559.861.2662.2563.23259883.6210411.60106.4294122.587188.1897.6094921.275.58543.6309784.9332.4161430256924.56151839.3098739.50207.62208.97206.92OpenBenchmarking.org

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

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

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 ISPCDefault - DisabledSNC2SNC45001000150020002500SE +/- 0.88, N = 3SE +/- 2.73, N = 3SE +/- 5.29, N = 3215320891905MIN: 179 / MAX: 27831MIN: 178 / MAX: 27767MIN: 180 / MAX: 27886

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

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: Efficientnet_v2_lDefault - DisabledSNC2SNC4246810SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.23, N = 96.345.364.15MIN: 5.68 / MAX: 6.64MIN: 3.75 / MAX: 5.85MIN: 1.09 / MAX: 6.41

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 Write - Average LatencyDefault - DisabledSNC2SNC41632486480SE +/- 0.50, N = 12SE +/- 3.12, N = 12SE +/- 3.47, N = 1255.4072.1572.651. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read WriteDefault - DisabledSNC2SNC44K8K12K16K20KSE +/- 160.41, N = 12SE +/- 496.25, N = 12SE +/- 577.54, N = 121806814096140671. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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, Third RunDefault - DisabledSNC2SNC4110220330440550SE +/- 5.43, N = 3SE +/- 8.91, N = 12SE +/- 10.68, N = 12504.59444.12400.96MIN: 58.03 / MAX: 3750MIN: 48.62 / MAX: 7500MIN: 41.1 / MAX: 6000

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunDefault - DisabledSNC2SNC4110220330440550SE +/- 6.17, N = 3SE +/- 8.80, N = 12SE +/- 10.89, N = 12490.52438.54397.01MIN: 34.27 / MAX: 4615.38MIN: 35.21 / MAX: 6666.67MIN: 39.66 / MAX: 6000

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold CacheDefault - DisabledSNC2SNC4100200300400500SE +/- 4.35, N = 3SE +/- 8.46, N = 12SE +/- 10.37, N = 12457.06417.30388.42MIN: 47.36 / MAX: 4285.71MIN: 32.68 / MAX: 6000MIN: 30.26 / MAX: 6000

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_lDefault - DisabledSNC2SNC4246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 66.365.383.68MIN: 5.69 / MAX: 6.62MIN: 3.75 / MAX: 5.87MIN: 1.19 / MAX: 6.36

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: Efficientnet_v2_lDefault - DisabledSNC2SNC4246810SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.29, N = 66.355.314.07MIN: 5.72 / MAX: 6.64MIN: 3.81 / MAX: 5.85MIN: 1.11 / MAX: 6.41

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: 128Default - DisabledSNC2SNC4400800120016002000SE +/- 2.22, N = 3SE +/- 0.82, N = 3SE +/- 11.98, N = 32043.52026.22004.71. (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: 512 - Model: ResNet-50Default - DisabledSNC2SNC4306090120150SE +/- 0.04, N = 3SE +/- 0.21, N = 3SE +/- 0.33, N = 3135.02130.65127.24

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: 1000 - Clients: 1000 - Mode: Read Write - Average LatencyDefault - DisabledSNC2SNC41530456075SE +/- 1.61, N = 12SE +/- 0.82, N = 3SE +/- 0.79, N = 460.6663.4465.331. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 1000 - Clients: 1000 - Mode: Read WriteDefault - DisabledSNC2SNC44K8K12K16K20KSE +/- 472.23, N = 12SE +/- 204.24, N = 3SE +/- 181.92, N = 41662315769153141. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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_bm16Default - DisabledSNC2SNC490180270360450SE +/- 0.23, N = 3SE +/- 1.55, N = 3SE +/- 1.41, N = 3329.61355.04396.531. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

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

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: 1000 - Clients: 1000 - Mode: Read Only - Average LatencyDefault - DisabledSNC2SNC40.11540.23080.34620.46160.577SE +/- 0.002, N = 3SE +/- 0.005, N = 6SE +/- 0.004, N = 30.5040.5130.5111. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 1000 - Clients: 1000 - Mode: Read OnlyDefault - DisabledSNC2SNC4400K800K1200K1600K2000KSE +/- 7755.83, N = 3SE +/- 19687.71, N = 6SE +/- 14067.03, N = 31986807195050719565091. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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: 256 - Model: ResNet-50Default - DisabledSNC2SNC4306090120150SE +/- 0.12, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3118.86115.90112.08

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

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: Orange Juice - Acceleration: CPUDefault - DisabledSNC2SNC4510152025SE +/- 0.26, N = 15SE +/- 0.29, N = 15SE +/- 0.06, N = 322.2422.7721.60MIN: 18.56 / MAX: 28.74MIN: 18.36 / MAX: 29.05MIN: 18.58 / MAX: 28.17

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: MD5Default - DisabledSNC2SNC43M6M9M12M15MSE +/- 43978.53, N = 3SE +/- 193319.26, N = 15SE +/- 174193.35, N = 151460066713888800134190001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt -lbz2

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 HotSpot3DDefault - DisabledSNC2SNC41428425670SE +/- 0.82, N = 3SE +/- 0.62, N = 15SE +/- 0.53, N = 1558.8759.8661.231. (CXX) g++ options: -O2 -lOpenCL

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 - DegriddingDefault - DisabledSNC2SNC43K6K9K12K15KSE +/- 75.70, N = 3SE +/- 13.79, N = 3SE +/- 138.85, N = 311871.211209.210522.51. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - GriddingDefault - DisabledSNC2SNC42K4K6K8K10KSE +/- 13.20, N = 3SE +/- 5.09, N = 3SE +/- 78.17, N = 38655.848223.257467.141. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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

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

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: allmodconfigDefault - DisabledSNC2SNC460120180240300SE +/- 1.24, N = 3SE +/- 0.85, N = 3SE +/- 0.44, N = 3264.08174.35168.15

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: HMAC-SHA512Default - DisabledSNC2SNC460M120M180M240M300MSE +/- 1312178.38, N = 3SE +/- 1930805.92, N = 15SE +/- 2535178.67, N = 122965186672892214002879555001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt -lbz2

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 LatencyDefault - DisabledSNC2SNC40.06010.12020.18030.24040.3005SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 60.2640.2670.2661. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read OnlyDefault - DisabledSNC2SNC4800K1600K2400K3200K4000KSE +/- 49179.25, N = 3SE +/- 21467.51, N = 3SE +/- 37681.71, N = 63792698374600637590941. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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: 2400Default - DisabledSNC2SNC420406080100SE +/- 0.47, N = 9SE +/- 0.49, N = 3SE +/- 3.38, N = 1258.6559.2575.171. (CXX) g++ options: -O3 -fopenmp

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 - DisabledSNC2SNC4306090120150SE +/- 0.18, N = 3SE +/- 0.28, N = 3SE +/- 0.27, N = 3157.35155.50156.21

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: 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: SHA256Default - DisabledSNC2SNC430000M60000M90000M120000M150000MSE +/- 311439878.18, N = 3SE +/- 241913832.01, N = 3SE +/- 282602364.23, N = 31316294998931316274639831317066984271. (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: ChaCha20-Poly1305Default - DisabledSNC2SNC480000M160000M240000M320000M400000MSE +/- 176665463.84, N = 3SE +/- 140024932.44, N = 3SE +/- 129282934.95, N = 33618523758603619875476833627655000231. (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: ChaCha20Default - DisabledSNC2SNC4110000M220000M330000M440000M550000MSE +/- 157967680.92, N = 3SE +/- 45048908.57, N = 3SE +/- 56755200.60, N = 35116942446535113183479575123185804171. (CC) gcc options: -pthread -m64 -O3 -ldl

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: 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

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 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: Unix MakefilesDefault - DisabledSNC2SNC44080120160200SE +/- 0.35, N = 3SE +/- 0.79, N = 3SE +/- 0.32, N = 3175.47170.83170.54

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: ResNet-152Default - DisabledSNC2SNC448121620SE +/- 0.16, N = 5SE +/- 0.14, N = 3SE +/- 0.17, N = 316.0615.3015.39MIN: 15.37 / MAX: 16.74MIN: 8.79 / MAX: 15.89MIN: 8.86 / MAX: 16.02

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: SP.CDefault - DisabledSNC2SNC420K40K60K80K100KSE +/- 61.36, N = 3SE +/- 271.76, N = 3SE +/- 287.86, N = 389217.9188668.1387467.231. (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

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 - 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

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

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: Barbershop - Compute: CPU-OnlyDefault - DisabledSNC2SNC4306090120150SE +/- 0.18, N = 3SE +/- 0.26, N = 3SE +/- 0.23, N = 3136.29136.20136.28

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-152Default - DisabledSNC2SNC448121620SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 315.9116.0315.24MIN: 15.34 / MAX: 16.26MIN: 9.32 / MAX: 16.38MIN: 8.23 / MAX: 15.81

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: ResNet-152Default - DisabledSNC2SNC448121620SE +/- 0.10, N = 3SE +/- 0.19, N = 3SE +/- 0.13, N = 316.1615.3615.61MIN: 15.77 / MAX: 16.51MIN: 8.91 / MAX: 15.79MIN: 8.77 / MAX: 16.18

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

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: 1200Default - DisabledSNC2SNC4714212835SE +/- 0.32, N = 15SE +/- 0.46, N = 15SE +/- 0.57, N = 1223.9925.4828.741. (CXX) g++ options: -O3 -fopenmp

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 - DisabledSNC2SNC4306090120150SE +/- 0.08, N = 3SE +/- 0.30, N = 3SE +/- 0.52, N = 3121.87104.60104.69

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_lDefault - DisabledSNC2SNC43691215SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 311.1610.6510.58MIN: 10.83 / MAX: 11.47MIN: 6.15 / MAX: 11.04MIN: 5.94 / MAX: 11.15

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_aeDefault - DisabledSNC2SNC420406080100SE +/- 0.55, N = 3SE +/- 1.13, N = 3SE +/- 0.06, N = 3103.90106.01103.771. (CXX) g++ options: -fopenmp -foffload=disable -finline-limit=1000 -fstrict-aliasing -funroll-all-loops -ffast-math -march=native -O3 -lm -ldl

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 - GriddingDefault - DisabledSNC2SNC49K18K27K36K45KSE +/- 199.70, N = 3SE +/- 341.22, N = 3SE +/- 743.57, N = 1543532.943138.935893.71. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - DegriddingDefault - DisabledSNC2SNC49K18K27K36K45KSE +/- 170.33, N = 3SE +/- 463.37, N = 3SE +/- 691.76, N = 1540198.340552.434358.51. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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

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 - DisabledSNC2SNC4160320480640800SE +/- 5.73, N = 3SE +/- 1.99, N = 3SE +/- 7.89, N = 3746.05758.02753.64

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: BlowfishDefault - DisabledSNC2SNC440K80K120K160K200KSE +/- 66.40, N = 3SE +/- 1828.86, N = 12SE +/- 1944.34, N = 151731451692871617901. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt -lbz2

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: 64 - Model: ResNet-50Default - DisabledSNC2SNC420406080100SE +/- 0.05, N = 3SE +/- 0.22, N = 3SE +/- 0.09, N = 390.4685.5484.50

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: 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

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: FastDefault - DisabledSNC2SNC4246810SE +/- 0.094, N = 3SE +/- 0.051, N = 3SE +/- 0.118, N = 38.7158.2788.1861. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

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: bcryptDefault - DisabledSNC2SNC440K80K120K160K200KSE +/- 1219.45, N = 3SE +/- 2018.22, N = 4SE +/- 1540.98, N = 151743351717341632591. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt -lbz2

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: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUDefault - DisabledSNC2SNC44K8K12K16K20KSE +/- 42.71, N = 3SE +/- 18.75, N = 3SE +/- 57.00, N = 3200172014420199

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: 1:100Default - DisabledSNC2SNC41.7M3.4M5.1M6.8M8.5MSE +/- 23469.53, N = 3SE +/- 52363.50, N = 3SE +/- 35640.28, N = 37743874.047704668.277507583.681. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10Default - DisabledSNC2SNC41.2M2.4M3.6M4.8M6MSE +/- 23305.65, N = 3SE +/- 17431.43, N = 3SE +/- 8577.07, N = 35811757.935818020.665728479.091. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:5Default - DisabledSNC2SNC4700K1400K2100K2800K3500KSE +/- 15559.68, N = 3SE +/- 33459.28, N = 3SE +/- 44466.09, N = 33359726.873359880.553327393.351. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUDefault - DisabledSNC2SNC430060090012001500SE +/- 1.53, N = 3SE +/- 2.40, N = 3SE +/- 4.33, N = 3125212591266

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUDefault - DisabledSNC2SNC42004006008001000SE +/- 4.18, N = 3SE +/- 2.73, N = 3SE +/- 1.86, N = 3106410741073

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUDefault - DisabledSNC2SNC42004006008001000SE +/- 3.79, N = 3SE +/- 3.61, N = 3SE +/- 3.71, N = 3107610801079

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUDefault - DisabledSNC2SNC44K8K12K16K20KSE +/- 94.37, N = 3SE +/- 54.03, N = 3SE +/- 70.54, N = 3171931711317262

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUDefault - DisabledSNC2SNC44K8K12K16K20KSE +/- 35.36, N = 3SE +/- 20.23, N = 3SE +/- 2.67, N = 3169391699917014

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.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.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.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

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: 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

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-152Default - DisabledSNC2SNC4510152025SE +/- 0.25, N = 3SE +/- 0.21, N = 3SE +/- 0.20, N = 318.9918.4418.62MIN: 17.88 / MAX: 19.86MIN: 9.73 / MAX: 19.35MIN: 10.5 / MAX: 19.64

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

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: LuxCore Benchmark - Acceleration: CPUDefault - DisabledSNC2SNC43691215SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 312.3911.9411.89MIN: 5.87 / MAX: 14.11MIN: 5.67 / MAX: 13.6MIN: 5.42 / MAX: 13.74

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: 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.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.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.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.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUDefault - DisabledSNC2SNC420406080100SE +/- 0.07, N = 3SE +/- 0.22, N = 3SE +/- 0.15, N = 393.2349.8050.56MIN: 42.51 / MAX: 145.87MIN: 38.67 / MAX: 117.73MIN: 38.52 / MAX: 103.271. (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: CPUDefault - DisabledSNC2SNC4110220330440550SE +/- 0.33, N = 3SE +/- 2.07, N = 3SE +/- 1.37, N = 3514.22481.41474.111. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

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

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: Person Vehicle Bike Detection FP16 - Device: CPUDefault - DisabledSNC2SNC4246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 38.495.065.07MIN: 5.66 / MAX: 25.99MIN: 4.47 / MAX: 12.75MIN: 4.35 / MAX: 13.851. (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: CPUDefault - DisabledSNC2SNC412002400360048006000SE +/- 12.20, N = 3SE +/- 6.31, N = 3SE +/- 10.32, N = 35643.894737.074721.811. (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: CPUDefault - DisabledSNC2SNC41.2422.4843.7264.9686.21SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 35.385.525.51MIN: 3.31 / MAX: 23.31MIN: 4.91 / MAX: 14.41MIN: 4.84 / MAX: 15.481. (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: CPUDefault - DisabledSNC2SNC44K8K12K16K20KSE +/- 14.08, N = 3SE +/- 14.02, N = 3SE +/- 11.11, N = 317809.4317366.2917402.761. (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 - DisabledSNC2SNC4612182430SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 325.2612.5212.54MIN: 12.5 / MAX: 49.19MIN: 10.66 / MAX: 27.97MIN: 10.7 / MAX: 28.811. (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 - DisabledSNC2SNC4400800120016002000SE +/- 4.08, N = 3SE +/- 7.84, N = 3SE +/- 7.31, N = 31898.141914.891911.681. (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 - DisabledSNC2SNC4816243240SE +/- 0.36, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 336.5714.5114.56MIN: 15.82 / MAX: 76.01MIN: 12.17 / MAX: 35.53MIN: 11.83 / MAX: 32.541. (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 - DisabledSNC2SNC4400800120016002000SE +/- 12.81, N = 3SE +/- 4.22, N = 3SE +/- 0.95, N = 31310.861652.911647.091. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

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: CPUDefault - DisabledSNC2SNC448121620SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 315.2315.1915.00MIN: 14.85 / MAX: 18.76MIN: 14.66 / MAX: 18.88MIN: 14.61 / MAX: 18.76

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: 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.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.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUDefault - DisabledSNC2SNC40.13950.2790.41850.5580.6975SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.620.360.36MIN: 0.21 / MAX: 39.81MIN: 0.27 / MAX: 31.55MIN: 0.27 / MAX: 41.091. (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 - DisabledSNC2SNC440K80K120K160K200KSE +/- 251.60, N = 3SE +/- 805.14, N = 3SE +/- 183.36, N = 3113350.17166444.72164363.191. (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: CPUDefault - DisabledSNC2SNC4918273645SE +/- 0.27, N = 3SE +/- 0.40, N = 3SE +/- 0.17, N = 337.0139.3641.08MIN: 20.68 / MAX: 66.67MIN: 32.78 / MAX: 55.31MIN: 31.72 / MAX: 55.311. (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: CPUDefault - DisabledSNC2SNC46001200180024003000SE +/- 19.25, N = 3SE +/- 24.21, N = 3SE +/- 9.95, N = 32592.592435.282333.461. (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 - DisabledSNC2SNC40.19350.3870.58050.7740.9675SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.860.610.61MIN: 0.28 / MAX: 17.81MIN: 0.44 / MAX: 16.14MIN: 0.46 / MAX: 16.981. (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 - DisabledSNC2SNC430K60K90K120K150KSE +/- 195.22, N = 3SE +/- 365.77, N = 3SE +/- 140.85, N = 386958.12134566.00134176.021. (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.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.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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUDefault - DisabledSNC2SNC413002600390052006500SE +/- 10.15, N = 3SE +/- 14.13, N = 3SE +/- 15.69, N = 35936.375783.015797.281. (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.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.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16 - Device: CPUDefault - DisabledSNC2SNC448121620SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 317.556.186.20MIN: 5.74 / MAX: 43.74MIN: 5.27 / MAX: 16.2MIN: 5.02 / MAX: 17.361. (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 - DisabledSNC2SNC48001600240032004000SE +/- 9.07, N = 3SE +/- 8.11, N = 3SE +/- 8.94, N = 32730.603875.393863.881. (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 - DisabledSNC2SNC40.85731.71462.57193.42924.2865SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.812.092.09MIN: 2.1 / MAX: 21.93MIN: 1.85 / MAX: 7.8MIN: 1.87 / MAX: 8.991. (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: CPUDefault - DisabledSNC2SNC43K6K9K12K15KSE +/- 73.24, N = 3SE +/- 56.50, N = 3SE +/- 61.71, N = 312547.9111414.8911421.251. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

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: RSA4096Default - DisabledSNC2SNC4300K600K900K1200K1500KSE +/- 3444.37, N = 3SE +/- 486.05, N = 3SE +/- 3270.23, N = 31533067.11529451.71538165.31. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096Default - DisabledSNC2SNC411K22K33K44K55KSE +/- 49.04, N = 3SE +/- 67.46, N = 3SE +/- 90.07, N = 349897.349862.149924.91. (CC) gcc options: -pthread -m64 -O3 -ldl

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: 32 - Model: ResNet-50Default - DisabledSNC2SNC41632486480SE +/- 0.29, N = 3SE +/- 0.19, N = 3SE +/- 0.74, N = 370.3566.1366.88

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: ResNet-50Default - DisabledSNC2SNC4918273645SE +/- 0.10, N = 3SE +/- 0.40, N = 3SE +/- 0.45, N = 339.2140.4139.29MIN: 36.81 / MAX: 40.31MIN: 34.93 / MAX: 42.02MIN: 25.78 / MAX: 41.34

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-50Default - DisabledSNC2SNC4918273645SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 339.0640.2739.07MIN: 37.1 / MAX: 40.22MIN: 23.49 / MAX: 42.09MIN: 19.69 / MAX: 41.1

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: ResNet-50Default - DisabledSNC2SNC4918273645SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 338.6840.0939.80MIN: 37.08 / MAX: 39.76MIN: 22.35 / MAX: 41.64MIN: 26.68 / MAX: 41.28

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: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUDefault - DisabledSNC2SNC410K20K30K40K50KSE +/- 70.44, N = 3SE +/- 80.70, N = 3SE +/- 146.66, N = 3439994430044535

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: Pabellon Barcelona - Compute: CPU-OnlyDefault - DisabledSNC2SNC41122334455SE +/- 0.20, N = 3SE +/- 0.23, N = 3SE +/- 0.29, N = 346.7746.9746.88

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: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUDefault - DisabledSNC2SNC48K16K24K32K40KSE +/- 105.83, N = 3SE +/- 192.95, N = 3SE +/- 65.34, N = 3382643801538523

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUDefault - DisabledSNC2SNC48K16K24K32K40KSE +/- 51.31, N = 3SE +/- 106.88, N = 3SE +/- 154.47, N = 3378903800938284

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: FasterDefault - DisabledSNC2SNC448121620SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 315.2514.3114.011. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

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_bm64_shortDefault - DisabledSNC2SNC41020304050SE +/- 0.01, N = 3SE +/- 0.26, N = 3SE +/- 0.08, N = 339.3241.2142.001. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeaf 1.3Input: clover_bmDefault - DisabledSNC2SNC43691215SE +/- 0.07, N = 14SE +/- 0.09, N = 15SE +/- 0.07, N = 310.9611.8210.951. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

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-50Default - DisabledSNC2SNC41224364860SE +/- 0.23, N = 3SE +/- 0.59, N = 3SE +/- 0.63, N = 351.7749.5149.27

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 - DisabledSNC2SNC4306090120150119.19114.28117.44

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: Classroom - Compute: CPU-OnlyDefault - DisabledSNC2SNC4918273645SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 338.0238.3338.24

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

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

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: Decompression RatingDefault - DisabledSNC2SNC4140K280K420K560K700KSE +/- 364.51, N = 3SE +/- 11076.26, N = 3SE +/- 5454.96, N = 36552036409286491201. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingDefault - DisabledSNC2SNC4120K240K360K480K600KSE +/- 410.41, N = 3SE +/- 2142.48, N = 3SE +/- 2055.13, N = 35469365357135368201. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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

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: 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

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: 192 - Buffer Length: 256 - Filter Length: 512Default - DisabledSNC2SNC4300M600M900M1200M1500MSE +/- 4629254.80, N = 3SE +/- 5353295.97, N = 3SE +/- 5108163.40, N = 31514200000149913333314930000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 LeukocyteDefault - DisabledSNC2SNC4714212835SE +/- 0.23, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 329.3930.8931.121. (CXX) g++ options: -O2 -lOpenCL

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: 128 - Buffer Length: 256 - Filter Length: 512Default - DisabledSNC2SNC4300M600M900M1200M1500MSE +/- 6222807.51, N = 3SE +/- 6948700.92, N = 3SE +/- 7198688.15, N = 31314200000130283333313002333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: WPA PSKDefault - DisabledSNC2SNC4130K260K390K520K650KSE +/- 2146.03, N = 3SE +/- 4996.06, N = 3SE +/- 4063.87, N = 36142636116695961801. (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: 64 - Buffer Length: 256 - Filter Length: 512Default - DisabledSNC2SNC4200M400M600M800M1000MSE +/- 8999104.28, N = 3SE +/- 8992613.64, N = 3SE +/- 6276308.19, N = 39384933339351700009272766671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 32 - Buffer Length: 256 - Filter Length: 512Default - DisabledSNC2SNC4110M220M330M440M550MSE +/- 2767116.43, N = 3SE +/- 3417076.40, N = 3SE +/- 3819181.12, N = 35225600005236033335229966671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 192 - Buffer Length: 256 - Filter Length: 57Default - DisabledSNC2SNC41200M2400M3600M4800M6000MSE +/- 18999298.23, N = 3SE +/- 15429013.07, N = 3SE +/- 14304195.19, N = 35407200000539363333354166000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 192 - Buffer Length: 256 - Filter Length: 32Default - DisabledSNC2SNC41200M2400M3600M4800M6000MSE +/- 19784955.00, N = 3SE +/- 18095333.96, N = 3SE +/- 29526993.30, N = 35526733333551993333355355000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 57Default - DisabledSNC2SNC41000M2000M3000M4000M5000MSE +/- 17623122.44, N = 3SE +/- 10235938.86, N = 3SE +/- 22778084.01, N = 34495533333449396666745181333331. (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: 64 - Buffer Length: 256 - Filter Length: 57Default - DisabledSNC2SNC4600M1200M1800M2400M3000MSE +/- 20219380.14, N = 3SE +/- 14068522.78, N = 3SE +/- 1844210.16, N = 33020900000301610000030231666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 32Default - DisabledSNC2SNC4600M1200M1800M2400M3000MSE +/- 26479677.74, N = 3SE +/- 22995168.57, N = 3SE +/- 26768908.17, N = 32646100000263223333326434333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 57Default - DisabledSNC2SNC4400M800M1200M1600M2000MSE +/- 3985947.54, N = 3SE +/- 3811532.21, N = 3SE +/- 6406333.67, N = 31730566667174443333317212666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 1080p - Video Preset: FastDefault - DisabledSNC2SNC4612182430SE +/- 0.17, N = 3SE +/- 0.29, N = 3SE +/- 0.24, N = 324.3023.7123.451. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

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 LavaMDDefault - DisabledSNC2SNC4612182430SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 326.9526.9126.971. (CXX) g++ options: -O2 -lOpenCL

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50Default - DisabledSNC2SNC41122334455SE +/- 0.07, N = 3SE +/- 0.25, N = 3SE +/- 0.25, N = 347.7048.8348.36MIN: 44.82 / MAX: 49.01MIN: 28.77 / MAX: 50.91MIN: 25.09 / MAX: 50.72

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: 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

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

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: Rainbow Colors and Prism - Acceleration: CPUDefault - DisabledSNC2SNC4816243240SE +/- 1.27, N = 15SE +/- 1.17, N = 15SE +/- 0.24, N = 332.7531.8234.72MIN: 17.73 / MAX: 35.6MIN: 18.52 / MAX: 35.42MIN: 34.26 / MAX: 35.1

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: Fishy Cat - Compute: CPU-OnlyDefault - DisabledSNC2SNC4510152025SE +/- 0.09, N = 3SE +/- 0.20, N = 3SE +/- 0.05, N = 319.4719.7619.71

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: SlowDefault - DisabledSNC2SNC4714212835SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 329.9229.4729.30

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

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: MediumDefault - DisabledSNC2SNC4816243240SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 333.2333.1232.75

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 1080p - Video Preset: FasterDefault - DisabledSNC2SNC4918273645SE +/- 0.17, N = 3SE +/- 0.32, N = 3SE +/- 0.45, N = 341.4040.2240.201. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

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 OpenMP - DegriddingDefault - DisabledSNC2SNC44K8K12K16K20KSE +/- 100.74, N = 15SE +/- 0.00, N = 320481.2014122.507607.311. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - GriddingDefault - DisabledSNC2SNC44K8K12K16K20KSE +/- 0.00, N = 3SE +/- 122.89, N = 15SE +/- 54.12, N = 319018.3012083.706602.281. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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-OnlyDefault - DisabledSNC2SNC448121620SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 315.2515.3215.31

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

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: Asian Dragon ObjDefault - DisabledSNC2SNC4306090120150SE +/- 0.59, N = 3SE +/- 0.58, N = 3SE +/- 0.54, N = 3112.83111.36104.80MIN: 110.06 / MAX: 116.96MIN: 108.45 / MAX: 114.81MIN: 100.15 / MAX: 112.2

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 OpenMPDefault - DisabledSNC2SNC42004006008001000SE +/- 4.25, N = 3SE +/- 1.84, N = 3SE +/- 1.54, N = 31127.85564.98325.391. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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 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

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: 64Default - DisabledSNC2SNC42004006008001000SE +/- 0.53, N = 3SE +/- 2.33, N = 3SE +/- 1.09, N = 31055.41052.31059.11. (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

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. HelensDefault - DisabledSNC2SNC4246810SE +/- 0.077041220, N = 3SE +/- 0.022697239, N = 3SE +/- 0.073100963, N = 37.7248900327.7562337377.5451761781. (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

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: IS.DDefault - DisabledSNC2SNC49001800270036004500SE +/- 21.28, N = 3SE +/- 8.86, N = 3SE +/- 45.26, N = 44279.984282.364155.681. (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

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: 32Default - DisabledSNC2SNC4120240360480600SE +/- 0.58, N = 3SE +/- 2.72, N = 3SE +/- 1.96, N = 3555.6553.3559.81. (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

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: Very FastDefault - DisabledSNC2SNC41530456075SE +/- 0.38, N = 3SE +/- 0.60, N = 3SE +/- 0.22, N = 366.3262.9961.26

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastDefault - DisabledSNC2SNC41530456075SE +/- 0.24, N = 3SE +/- 0.12, N = 3SE +/- 0.42, N = 367.4764.6562.25

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastDefault - DisabledSNC2SNC41530456075SE +/- 0.15, N = 3SE +/- 0.36, N = 3SE +/- 0.25, N = 369.0265.3463.23

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: 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: 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

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: CrownDefault - DisabledSNC2SNC420406080100SE +/- 0.46, N = 3SE +/- 0.53, N = 3SE +/- 0.40, N = 3108.08106.26106.43MIN: 105.13 / MAX: 117.76MIN: 102.99 / MAX: 115.22MIN: 103.16 / MAX: 113.77

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonDefault - DisabledSNC2SNC4306090120150SE +/- 0.63, N = 3SE +/- 0.56, N = 3SE +/- 1.43, N = 4129.17128.01122.59MIN: 126.31 / MAX: 136MIN: 125.3 / MAX: 131.84MIN: 115.06 / MAX: 129.69

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 1080p - Video Preset: SlowDefault - DisabledSNC2SNC420406080100SE +/- 0.27, N = 3SE +/- 0.19, N = 3SE +/- 0.40, N = 389.1988.6888.18

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: MediumDefault - DisabledSNC2SNC420406080100SE +/- 0.23, N = 3SE +/- 0.18, N = 3SE +/- 0.34, N = 398.3398.2297.60

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: FT.CDefault - DisabledSNC2SNC420K40K60K80K100KSE +/- 245.52, N = 3SE +/- 925.13, N = 3SE +/- 107.70, N = 3100728.4997435.2494921.271. (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

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 CFD SolverDefault - DisabledSNC2SNC41.25662.51323.76985.02646.283SE +/- 0.036, N = 3SE +/- 0.002, N = 3SE +/- 0.013, N = 35.5775.5815.5851. (CXX) g++ options: -O2 -lOpenCL

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 RateDefault - DisabledSNC2SNC41020304050SE +/- 0.18, N = 3SE +/- 0.36, N = 3SE +/- 0.42, N = 343.8843.7743.631. (CC) gcc options: -O3 -march=native -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 StreamclusterDefault - DisabledSNC2SNC41.10992.21983.32974.43965.5495SE +/- 0.007, N = 3SE +/- 0.019, N = 3SE +/- 0.027, N = 34.7034.8844.9331. (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

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: 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: 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: 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

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 1080p - Video Preset: Very FastDefault - DisabledSNC2SNC450100150200250SE +/- 1.32, N = 3SE +/- 0.63, N = 3SE +/- 1.28, N = 3208.36203.48207.62

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Ultra FastDefault - DisabledSNC2SNC450100150200250SE +/- 0.58, N = 3SE +/- 0.83, N = 3SE +/- 2.40, N = 3207.97204.49208.97

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Super FastDefault - DisabledSNC2SNC450100150200250SE +/- 0.37, N = 3SE +/- 1.37, N = 3SE +/- 2.03, N = 3211.36206.23206.92

196 Results Shown

GPAW
PETSc
OpenVKL
GROMACS
PyTorch
PostgreSQL:
  100 - 1000 - Read Write - Average Latency
  100 - 1000 - Read Write
ClickHouse:
  100M Rows Hits Dataset, Third Run
  100M Rows Hits Dataset, Second Run
  100M Rows Hits Dataset, First Run / Cold Cache
PyTorch:
  CPU - 64 - Efficientnet_v2_l
  CPU - 32 - Efficientnet_v2_l
libxsmm
TensorFlow
PostgreSQL:
  1000 - 1000 - Read Write - Average Latency
  1000 - 1000 - Read Write
CloverLeaf
Quantum ESPRESSO
PostgreSQL:
  1000 - 1000 - Read Only - Average Latency
  1000 - 1000 - Read Only
TensorFlow
Stockfish
LuxCoreRender
John The Ripper
Rodinia
ASKAP:
  tConvolve MT - Degridding
  tConvolve MT - Gridding
Graph500:
  26:
    sssp max_TEPS
    sssp median_TEPS
    bfs max_TEPS
    bfs median_TEPS
Timed Linux Kernel Compilation
John The Ripper
PostgreSQL:
  100 - 1000 - Read Only - Average Latency
  100 - 1000 - Read Only
easyWave
OpenRadioss
OpenSSL:
  AES-128-GCM
  SHA256
  SHA512
  ChaCha20-Poly1305
  AES-256-GCM
  ChaCha20
libxsmm
Timed Gem5 Compilation
Timed LLVM Compilation
PyTorch
NAS Parallel Benchmarks
OpenFOAM:
  drivaerFastback, Medium Mesh Size - Execution Time
  drivaerFastback, Medium Mesh Size - Mesh Time
Blender
PyTorch:
  CPU - 64 - ResNet-152
  CPU - 32 - ResNet-152
Timed Node.js Compilation
easyWave
Timed LLVM Compilation
PyTorch
QMCPACK
ASKAP:
  tConvolve MPI - Gridding
  tConvolve MPI - Degridding
asmFish
Numpy Benchmark
John The Ripper
TensorFlow
SPECFEM3D
VVenC
John The Ripper
OSPRay Studio
Memcached:
  1:100
  1:10
  1:5
OSPRay Studio:
  3 - 4K - 1 - Path Tracer - CPU
  1 - 4K - 1 - Path Tracer - CPU
  2 - 4K - 1 - Path Tracer - CPU
  2 - 4K - 16 - Path Tracer - CPU
  1 - 4K - 16 - Path Tracer - CPU
OpenVINO:
  Face Detection FP16 - CPU:
    ms
    FPS
  Face Detection FP16-INT8 - CPU:
    ms
    FPS
LuxCoreRender
PyTorch
Timed CPython Compilation
LuxCoreRender
OpenVINO:
  Person Detection FP32 - CPU:
    ms
    FPS
  Person Detection FP16 - CPU:
    ms
    FPS
  Machine Translation EN To DE FP16 - CPU:
    ms
    FPS
QuantLib
OpenVINO:
  Person Vehicle Bike Detection FP16 - CPU:
    ms
    FPS
  Face Detection Retail FP16-INT8 - CPU:
    ms
    FPS
  Road Segmentation ADAS FP16-INT8 - CPU:
    ms
    FPS
  Road Segmentation ADAS FP16 - CPU:
    ms
    FPS
LuxCoreRender
OpenVINO:
  Handwritten English Recognition FP16-INT8 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    ms
    FPS
  Handwritten English Recognition FP16 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16 - CPU:
    ms
    FPS
  Vehicle Detection FP16-INT8 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16-INT8 - CPU:
    ms
    FPS
  Vehicle Detection FP16 - CPU:
    ms
    FPS
  Face Detection Retail FP16 - CPU:
    ms
    FPS
OpenSSL:
  RSA4096:
    verify/s
    sign/s
TensorFlow
PyTorch:
  CPU - 32 - ResNet-50
  CPU - 64 - ResNet-50
  CPU - 16 - ResNet-50
OSPRay Studio
Blender
OSPRay Studio:
  2 - 4K - 32 - Path Tracer - CPU
  1 - 4K - 32 - Path Tracer - CPU
VVenC
CloverLeaf:
  clover_bm64_short
  clover_bm
TensorFlow
Radiance Benchmark
Blender
Timed Linux Kernel Compilation
LULESH
7-Zip Compression:
  Decompression Rating
  Compression Rating
Algebraic Multi-Grid Benchmark
SPECFEM3D
Liquid-DSP
Rodinia
Liquid-DSP
John The Ripper
Liquid-DSP:
  64 - 256 - 512
  32 - 256 - 512
  192 - 256 - 57
  192 - 256 - 32
  128 - 256 - 57
  128 - 256 - 32
  64 - 256 - 57
  64 - 256 - 32
  32 - 256 - 32
  32 - 256 - 57
VVenC
Rodinia
PyTorch
SPECFEM3D:
  Water-layered Halfspace
  Layered Halfspace
LuxCoreRender
Blender
uvg266
NAMD
uvg266
VVenC
ASKAP:
  tConvolve OpenMP - Degridding
  tConvolve OpenMP - Gridding
Blender
NAS Parallel Benchmarks
Embree
ASKAP
Xcompact3d Incompact3d
libxsmm
SPECFEM3D
NAS Parallel Benchmarks
libxsmm
uvg266:
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
  Bosphorus 4K - Ultra Fast
NAS Parallel Benchmarks:
  LU.C
  EP.C
Embree:
  Pathtracer ISPC - Crown
  Pathtracer ISPC - Asian Dragon
uvg266:
  Bosphorus 1080p - Slow
  Bosphorus 1080p - Medium
NAS Parallel Benchmarks
Rodinia
ACES DGEMM
Rodinia
Xcompact3d Incompact3d
NAS Parallel Benchmarks:
  CG.C
  SP.B
  MG.C
uvg266:
  Bosphorus 1080p - Very Fast
  Bosphorus 1080p - Ultra Fast
  Bosphorus 1080p - Super Fast

Default - Disabled

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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
Processor Notes: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105
OpenCL Notes: GPU Compute Cores: 6144
Python Notes: Python 3.11.6
Security Notes: 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

Testing initiated at 26 November 2023 00:02 by user phoronix.

SNC2

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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
Processor Notes: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105
OpenCL Notes: GPU Compute Cores: 6144
Python Notes: Python 3.11.6
Security Notes: 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

Testing initiated at 26 November 2023 16:53 by user phoronix.

SNC4

Processor: AMD Ryzen Threadripper PRO 7995WX 96-Cores @ 6.44GHz (96 Cores / 192 Threads), Motherboard: HP 8B24 (U65 Ver. 01.01.04 BIOS), Chipset: AMD Device 14a4, Memory: 128GB, Disk: 2 x 1024GB SAMSUNG MZVL21T0HCLR-00BH1, Graphics: NVIDIA RTX A4000 16GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8111/8168/8411

OS: Ubuntu 23.10, Kernel: 6.5.0-13-generic (x86_64), Desktop: GNOME Shell 45.0, Display Server: X Server 1.21.1.7, Display Driver: NVIDIA 535.129.03, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.2.147, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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
Processor Notes: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105
OpenCL Notes: GPU Compute Cores: 6144
Python Notes: Python 3.11.6
Security Notes: 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

Testing initiated at 27 November 2023 11:47 by user phoronix.