AMD Ryzen Threadripper PRO 7995WX Linux Benchmarks

Benchmarks by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2402175-NE-2311193NE62
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Ubuntu 23.10
November 16 2023
  5 Hours, 54 Minutes
Ubuntu 24.04 + Linux 6.8
February 17
  4 Hours, 53 Minutes
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  5 Hours, 23 Minutes
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AMD Ryzen Threadripper PRO 7995WX Linux BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLCompilerFile-SystemScreen ResolutionUbuntu 23.10Ubuntu 24.04 + Linux 6.8AMD 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 23.106.5.0-10-generic (x86_64)GNOME Shell 45.0X Server 1.21.1.7NVIDIA 535.129.034.6.0OpenCL 3.0 CUDA 12.2.147GCC 13.2.0ext43840x2160HP Z6 G5 A Workstation 8B24 (U65 Ver. 01.01.04 BIOS)8 x 16GB DRAM-5200MT/s Hynix HMCG78AGBRA190NllvmpipeUbuntu 24.046.8.0-12-generic (x86_64)GNOME Shell 45.3X Server + Wayland4.5 Mesa 23.3.3-1ubuntu2 (LLVM 17.0.6 256 bits)1280x1024OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- Ubuntu 23.10: --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 - Ubuntu 24.04 + Linux 6.8: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-UAUe7g/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-UAUe7g/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-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: amd-pstate-epp performance (EPP: performance) - CPU Microcode: 0xa108105OpenCL Details- Ubuntu 23.10: GPU Compute Cores: 6144Python Details- Ubuntu 23.10: Python 3.11.6- Ubuntu 24.04 + Linux 6.8: Python 3.11.8Security Details- Ubuntu 23.10: 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 - Ubuntu 24.04 + Linux 6.8: 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

Ubuntu 23.10 vs. Ubuntu 24.04 + Linux 6.8 ComparisonPhoronix Test SuiteBaseline+2.5%+2.5%+5%+5%+7.5%+7.5%9.8%3.4%3.2%2.8%2.6%2.5%2.1%Time To Compile9.9%d.S.M.S - Execution TimeR.N.N.T - bf16bf16bf16 - CPU8.8%Time To Compile8.8%Ninja8%HMAC-SHA5127.8%Masskrug - CPU-only6.8%Boat - CPU-only6.3%65.8%d.M.M.S - Mesh Time5.3%Bosphorus 4K - Super FastBosphorus 4K - Very FastLuxCore Benchmark - CPU3.2%OpenMP LavaMD3.1%10 - Bosphorus 4KDanish Mood - CPU2.7%Pathtracer ISPC - Asian Dragonparticle_volume/ao/real_time2.5%7 - Bosphorus 4K2.5%EP.Callmodconfig2.5%Server Rack - CPU-only2.4%Blowfish2.4%V.Q.O - Bosphorus 4K2.3%WPA PSK2.2%CPU2.2%Pathtracer ISPC - CrownOpenMP - BM22.1%OpenMP - BM22.1%100 - 1000 - Read Only2%Timed Node.js CompilationOpenFOAMoneDNNTimed Godot Game Engine CompilationTimed LLVM CompilationJohn The RipperDarktableDarktablelibavif avifencOpenFOAMuvg266uvg266LuxCoreRenderRodiniaSVT-HEVCLuxCoreRenderEmbreeOSPRaySVT-HEVCNAS Parallel BenchmarksTimed Linux Kernel CompilationDarktableJohn The RipperSVT-VP9John The RipperChaos Group V-RAYEmbreeminiBUDEminiBUDEPostgreSQLUbuntu 23.10Ubuntu 24.04 + Linux 6.8

AMD Ryzen Threadripper PRO 7995WX Linux Benchmarksopenvkl: vklBenchmarkCPU ISPCopenvino: Person Detection FP16 - CPUbuild-linux-kernel: allmodconfigstockfish: Total Timeluxcorerender: Orange Juice - CPUluxcorerender: DLSC - CPUopenssl: ChaCha20-Poly1305openssl: AES-256-GCMopenssl: ChaCha20openssl: SHA512openssl: SHA256openssl: AES-128-GCMbuild-nodejs: Time To Compilepgbench: 100 - 1000 - Read Only - Average Latencypgbench: 100 - 1000 - Read Onlyopenfoam: drivaerFastback, Medium Mesh Size - Execution Timeopenfoam: drivaerFastback, Medium Mesh Size - Mesh Timeospray: particle_volume/scivis/real_timebuild-llvm: Ninjaasmfish: 1024 Hash Memory, 26 Depthospray: particle_volume/ao/real_timebuild-godot: Time To Compileluxcorerender: LuxCore Benchmark - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUtensorflow: CPU - 64 - ResNet-50v-ray: CPUvvenc: Bosphorus 4K - Fastopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUluxcorerender: Danish Mood - CPUopenvino: Person Detection FP32 - CPUquantlib: Multi-Threadedopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection Retail FP16 - CPUjohn-the-ripper: MD5openvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUjohn-the-ripper: HMAC-SHA512openssl: RSA4096openssl: RSA4096ospray: gravity_spheres_volume/dim_512/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timesvt-vp9: VMAF Optimized - Bosphorus 4Kcompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingbuild-linux-kernel: defconfigjohn-the-ripper: WPA PSKjohn-the-ripper: Blowfishjohn-the-ripper: bcryptminibude: OpenMP - BM2minibude: OpenMP - BM2svt-av1: Preset 8 - Bosphorus 4Kgromacs: MPI CPU - water_GMX50_barerodinia: OpenMP LavaMDnamd: ATPase Simulation - 327,506 Atomssvt-vp9: Visual Quality Optimized - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 4Kspecfem3d: Layered Halfspaceopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenfoam: drivaerFastback, Small Mesh Size - Mesh Timerodinia: OpenMP CFD Solverblender: Fishy Cat - CPU-Onlyblender: BMW27 - CPU-Onlyuvg266: Bosphorus 4K - Mediumnpb: SP.Ckvazaar: Bosphorus 4K - Mediumspecfem3d: Homogeneous Halfspacespecfem3d: Tomographic Modelsvt-hevc: 10 - Bosphorus 4Koidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlyspecfem3d: Mount St. Helensy-cruncher: 500Mastcenc: Exhaustivenpb: LU.Cuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastsvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Kembree: Pathtracer ISPC - Crownkvazaar: Bosphorus 4K - Very Fastbuild-mesa: Time To Compileastcenc: Thoroughkvazaar: Bosphorus 4K - Super Fastxmrig: Wownero - 1Mkvazaar: Bosphorus 4K - Ultra Fastembree: Pathtracer ISPC - Asian Dragonxmrig: Monero - 1Mnpb: FT.Cavifenc: 6, Losslessastcenc: Mediumnpb: SP.Bnpb: EP.Cnpb: MG.Cdarktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Rack - CPU-onlyavifenc: 6Ubuntu 23.10Ubuntu 24.04 + Linux 6.82155343.85258.15730539611021.7015.3436334956671381709410276751334664756343227169947131994993883947539855860108.3440.2693719358329.54847130.0690627.2446121.27124583980626.753886.74512.62795.8821291.4192.741092228.82150.2397.4310.91346.73311321.5517.685699.051898.1917863.882130.702612.835958.532741.6212603.48147460004982.049914.112955090001536288.350197.127.661027.159626.4835227.4966307655192130.606622111176966175737180.5554513.874119.90510.80126.3170.25839204.66187.1618.96248139035.74432427.7328055.42219.2114.8633.7789301.8442.849.9932073447.973631637195.972.767.6831726914.8586.6308249053.0766.0566.95231.18107.843885.7815.79762.151089.2071352.592.60128.757056840.9100875.384.542443.8119147763.648967.2493735.251.5791.1750.0822.1372148264.50930491535221.8215.3536112829526380878622711050925578567743012227363130897970020937744070247119.0340.2743644724329.34884136.9881126.8305130.95124764876926.101994.35712.23865.94892.801069078.85410.62314041.9145740002740453331534830.849790.127.363427.135726.3681223.9065405354911830.691608598172819174777176.8764421.909118.11010.73927.1240.26018200.11182.6318.96097915432.55469727.9134275.52519.4515.1233.8089183.6542.859.8815771347.884499620201.362.777.7855534614.9276.6256253308.2968.1869.21230.77110.090684.7062.380789.0092.57132.0832100785.874.551443.0106145214.139188.6492488.231.6791.2550.0842.260OpenBenchmarking.org

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 ISPCUbuntu 23.10Ubuntu 24.04 + Linux 6.85001000150020002500SE +/- 1.53, N = 3SE +/- 1.33, N = 321552148MIN: 181 / MAX: 27872MIN: 180 / MAX: 27903

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUUbuntu 23.1070140210280350SE +/- 1.99, N = 14343.851. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

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: allmodconfigUbuntu 23.10Ubuntu 24.04 + Linux 6.860120180240300SE +/- 1.77, N = 3SE +/- 0.82, N = 3258.16264.51

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 TimeUbuntu 23.10Ubuntu 24.04 + Linux 6.870M140M210M280M350MSE +/- 5472640.58, N = 15SE +/- 2719231.99, N = 33053961103049153521. (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: CPUUbuntu 24.04 + Linux 6.8Ubuntu 23.10510152025SE +/- 0.20, N = 15SE +/- 0.12, N = 321.8221.70MIN: 18.35 / MAX: 28.61MIN: 18.55 / MAX: 28.64

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: CPUUbuntu 24.04 + Linux 6.8Ubuntu 23.1048121620SE +/- 0.21, N = 15SE +/- 0.08, N = 315.3515.34MIN: 14.19 / MAX: 18.94MIN: 14.83 / MAX: 19.13

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: ChaCha20-Poly1305Ubuntu 23.10Ubuntu 24.04 + Linux 6.880000M160000M240000M320000M400000MSE +/- 92459140.96, N = 3SE +/- 201745680.35, N = 33633495667133611282952631. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMUbuntu 23.10Ubuntu 24.04 + Linux 6.8200000M400000M600000M800000M1000000MSE +/- 175215334.41, N = 3SE +/- 1223953083.80, N = 38170941027678087862271101. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20Ubuntu 23.10Ubuntu 24.04 + Linux 6.8110000M220000M330000M440000M550000MSE +/- 54811883.62, N = 3SE +/- 382233285.41, N = 35133466475635092557856771. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512Ubuntu 23.10Ubuntu 24.04 + Linux 6.89000M18000M27000M36000M45000MSE +/- 9618135.46, N = 3SE +/- 4067132.71, N = 343227169947430122273631. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA256Ubuntu 23.10Ubuntu 24.04 + Linux 6.830000M60000M90000M120000M150000MSE +/- 144916905.31, N = 3SE +/- 189822991.66, N = 31319949938831308979700201. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMUbuntu 23.10Ubuntu 24.04 + Linux 6.8200000M400000M600000M800000M1000000MSE +/- 1130618230.82, N = 3SE +/- 1421450857.23, N = 39475398558609377440702471. (CC) gcc options: -pthread -m64 -O3 -ldl

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 CompileUbuntu 23.10Ubuntu 24.04 + Linux 6.8306090120150SE +/- 0.16, N = 3SE +/- 1.26, N = 5108.34119.03

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 LatencyUbuntu 23.10Ubuntu 24.04 + Linux 6.80.06170.12340.18510.24680.3085SE +/- 0.003, N = 4SE +/- 0.002, N = 30.2690.2741. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read OnlyUbuntu 23.10Ubuntu 24.04 + Linux 6.8800K1600K2400K3200K4000KSE +/- 43155.16, N = 4SE +/- 24847.10, N = 3371935836447241. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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 TimeUbuntu 24.04 + Linux 6.8Ubuntu 23.1070140210280350329.35329.551. (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 TimeUbuntu 23.10Ubuntu 24.04 + Linux 6.8306090120150130.07136.991. (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

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeUbuntu 23.10Ubuntu 24.04 + Linux 6.8612182430SE +/- 0.22, N = 3SE +/- 0.11, N = 327.2426.83

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: NinjaUbuntu 23.10Ubuntu 24.04 + Linux 6.8306090120150SE +/- 0.69, N = 3SE +/- 0.36, N = 3121.27130.95

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 DepthUbuntu 24.04 + Linux 6.8Ubuntu 23.1050M100M150M200M250MSE +/- 3321785.54, N = 3SE +/- 1975239.27, N = 3247648769245839806

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeUbuntu 23.10Ubuntu 24.04 + Linux 6.8612182430SE +/- 0.02, N = 3SE +/- 0.01, N = 326.7526.10

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileUbuntu 23.10Ubuntu 24.04 + Linux 6.820406080100SE +/- 0.53, N = 3SE +/- 0.56, N = 386.7594.36

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: CPUUbuntu 23.10Ubuntu 24.04 + Linux 6.83691215SE +/- 0.11, N = 3SE +/- 0.13, N = 512.6212.23MIN: 6.12 / MAX: 14.23MIN: 5.95 / MAX: 14.05

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.3Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 23.10Ubuntu 24.04 + Linux 6.82004006008001000SE +/- 3.99, N = 3SE +/- 0.66, N = 3795.88865.95MIN: 775.41-lpthread - MIN: 848.791. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16 - Device: CPUUbuntu 23.1030060090012001500SE +/- 14.89, N = 41291.411. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

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-50Ubuntu 24.04 + Linux 6.8Ubuntu 23.1020406080100SE +/- 0.02, N = 3SE +/- 0.36, N = 392.8092.74

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5.02Mode: CPUUbuntu 23.10Ubuntu 24.04 + Linux 6.820K40K60K80K100KSE +/- 780.82, N = 3SE +/- 480.36, N = 3109222106907

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: FastUbuntu 24.04 + Linux 6.8Ubuntu 23.10246810SE +/- 0.077, N = 3SE +/- 0.070, N = 38.8548.8211. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16 - Device: CPUUbuntu 23.101122334455SE +/- 0.37, N = 350.231. (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: CPUUbuntu 23.1020406080100SE +/- 0.09, N = 397.431. (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: CPUUbuntu 23.10Ubuntu 24.04 + Linux 6.83691215SE +/- 0.08, N = 3SE +/- 0.04, N = 310.9110.62MIN: 5.09 / MAX: 12.4MIN: 5.87 / MAX: 12.09

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP32 - Device: CPUUbuntu 23.1080160240320400SE +/- 4.24, N = 3346.731. (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-ThreadedUbuntu 24.04 + Linux 6.8Ubuntu 23.1070K140K210K280K350KSE +/- 1517.85, N = 3SE +/- 1781.06, N = 3314041.9311321.51. (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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUUbuntu 23.10110220330440550SE +/- 0.89, N = 3517.681. (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: CPUUbuntu 23.1012002400360048006000SE +/- 2.05, N = 35699.051. (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: CPUUbuntu 23.10400800120016002000SE +/- 7.39, N = 31898.191. (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: CPUUbuntu 23.104K8K12K16K20KSE +/- 35.80, N = 317863.881. (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: CPUUbuntu 23.105001000150020002500SE +/- 4.56, N = 32130.701. (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: CPUUbuntu 23.106001200180024003000SE +/- 14.18, N = 32612.831. (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: CPUUbuntu 23.1013002600390052006500SE +/- 19.66, N = 35958.531. (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: CPUUbuntu 23.106001200180024003000SE +/- 2.93, N = 32741.621. (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: CPUUbuntu 23.103K6K9K12K15KSE +/- 50.62, N = 312603.481. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

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: MD5Ubuntu 23.10Ubuntu 24.04 + Linux 6.83M6M9M12M15MSE +/- 136873.42, N = 3SE +/- 27495.45, N = 31474600014574000-lgmp-lbz21. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16 - Device: CPUUbuntu 23.1011002200330044005500SE +/- 11.68, N = 34982.041. (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: CPUUbuntu 23.102K4K6K8K10KSE +/- 38.67, N = 39914.111. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

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-SHA512Ubuntu 23.10Ubuntu 24.04 + Linux 6.860M120M180M240M300MSE +/- 2207429.80, N = 3SE +/- 3425356.45, N = 3295509000274045333-lgmp-lbz21. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

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: RSA4096Ubuntu 23.10Ubuntu 24.04 + Linux 6.8300K600K900K1200K1500KSE +/- 3025.61, N = 3SE +/- 455.85, N = 31536288.31534830.81. (CC) gcc options: -pthread -m64 -O3 -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096Ubuntu 23.10Ubuntu 24.04 + Linux 6.811K22K33K44K55KSE +/- 148.16, N = 3SE +/- 57.53, N = 350197.149790.11. (CC) gcc options: -pthread -m64 -O3 -ldl

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeUbuntu 23.10Ubuntu 24.04 + Linux 6.8714212835SE +/- 0.06, N = 3SE +/- 0.05, N = 327.6627.36

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeUbuntu 23.10Ubuntu 24.04 + Linux 6.8612182430SE +/- 0.04, N = 3SE +/- 0.02, N = 327.1627.14

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeUbuntu 23.10Ubuntu 24.04 + Linux 6.8612182430SE +/- 0.02, N = 3SE +/- 0.08, N = 326.4826.37

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 4KUbuntu 23.10Ubuntu 24.04 + Linux 6.850100150200250SE +/- 7.18, N = 15SE +/- 8.78, N = 12227.49223.901. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 RatingUbuntu 23.10Ubuntu 24.04 + Linux 6.8140K280K420K560K700KSE +/- 3414.79, N = 3SE +/- 1355.33, N = 36630766540531. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingUbuntu 23.10Ubuntu 24.04 + Linux 6.8120K240K360K480K600KSE +/- 1925.12, N = 3SE +/- 2338.32, N = 35519215491181. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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: defconfigUbuntu 23.10Ubuntu 24.04 + Linux 6.8714212835SE +/- 0.23, N = 3SE +/- 0.22, N = 330.6130.69

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 PSKUbuntu 23.10Ubuntu 24.04 + Linux 6.8130K260K390K520K650KSE +/- 5927.15, N = 3SE +/- 2837.75, N = 3622111608598-lgmp-lbz21. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishUbuntu 23.10Ubuntu 24.04 + Linux 6.840K80K120K160K200KSE +/- 729.73, N = 3SE +/- 83.66, N = 3176966172819-lgmp-lbz21. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: bcryptUbuntu 23.10Ubuntu 24.04 + Linux 6.840K80K120K160K200KSE +/- 374.37, N = 3SE +/- 2121.56, N = 3175737174777-lgmp-lbz21. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Ubuntu 23.10Ubuntu 24.04 + Linux 6.84080120160200SE +/- 0.53, N = 3SE +/- 0.66, N = 3180.56176.881. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Ubuntu 23.10Ubuntu 24.04 + Linux 6.810002000300040005000SE +/- 13.36, N = 3SE +/- 16.62, N = 34513.874421.911. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 23.10Ubuntu 24.04 + Linux 6.8306090120150SE +/- 0.90, N = 11SE +/- 0.81, N = 13119.91118.111. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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_bareUbuntu 23.10Ubuntu 24.04 + Linux 6.83691215SE +/- 0.02, N = 3SE +/- 0.04, N = 310.8010.741. (CXX) g++ options: -O3

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 LavaMDUbuntu 23.10Ubuntu 24.04 + Linux 6.8612182430SE +/- 0.12, N = 3SE +/- 0.22, N = 326.3227.121. (CXX) g++ options: -O2 -lOpenCL

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 AtomsUbuntu 23.10Ubuntu 24.04 + Linux 6.80.05850.1170.17550.2340.2925SE +/- 0.00040, N = 4SE +/- 0.00075, N = 30.258390.26018

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 4KUbuntu 23.10Ubuntu 24.04 + Linux 6.84080120160200SE +/- 1.96, N = 15SE +/- 2.13, N = 3204.66200.111. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 4KUbuntu 23.10Ubuntu 24.04 + Linux 6.84080120160200SE +/- 6.23, N = 15SE +/- 6.69, N = 12187.16182.631. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

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: Layered HalfspaceUbuntu 24.04 + Linux 6.8Ubuntu 23.10510152025SE +/- 0.04, N = 3SE +/- 0.13, N = 318.9618.961. (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

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, Small Mesh Size - Execution TimeUbuntu 24.04 + Linux 6.8Ubuntu 23.1081624324032.5535.741. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Mesh TimeUbuntu 23.10Ubuntu 24.04 + Linux 6.871421283527.7327.911. (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

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 SolverUbuntu 23.10Ubuntu 24.04 + Linux 6.81.24312.48623.72934.97246.2155SE +/- 0.006, N = 7SE +/- 0.136, N = 155.4225.5251. (CXX) g++ options: -O2 -lOpenCL

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Fishy Cat - Compute: CPU-OnlyUbuntu 23.10Ubuntu 24.04 + Linux 6.8510152025SE +/- 0.09, N = 3SE +/- 0.13, N = 319.2119.45

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: CPU-OnlyUbuntu 23.10Ubuntu 24.04 + Linux 6.848121620SE +/- 0.11, N = 4SE +/- 0.03, N = 314.8615.12

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: MediumUbuntu 24.04 + Linux 6.8Ubuntu 23.10816243240SE +/- 0.17, N = 3SE +/- 0.20, N = 333.8033.77

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.CUbuntu 23.10Ubuntu 24.04 + Linux 6.820K40K60K80K100KSE +/- 66.90, N = 3SE +/- 81.80, N = 389301.8489183.651. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Ubuntu 23.10: Open MPI 4.1.53. Ubuntu 24.04 + Linux 6.8: Open MPI 4.1.6

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: MediumUbuntu 24.04 + Linux 6.8Ubuntu 23.101020304050SE +/- 0.03, N = 3SE +/- 0.11, N = 442.8542.841. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

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 HalfspaceUbuntu 24.04 + Linux 6.8Ubuntu 23.103691215SE +/- 0.007952618, N = 3SE +/- 0.060261775, N = 49.8815771349.9932073441. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Tomographic ModelUbuntu 24.04 + Linux 6.8Ubuntu 23.10246810SE +/- 0.080316664, N = 3SE +/- 0.081626557, N = 57.8844996207.9736316371. (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

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 4KUbuntu 24.04 + Linux 6.8Ubuntu 23.104080120160200SE +/- 2.51, N = 4SE +/- 2.14, N = 15201.36195.971. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Intel Open Image Denoise

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyUbuntu 24.04 + Linux 6.8Ubuntu 23.100.62331.24661.86992.49323.1165SE +/- 0.01, N = 3SE +/- 0.02, N = 52.772.76

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. HelensUbuntu 23.10Ubuntu 24.04 + Linux 6.8246810SE +/- 0.034036380, N = 5SE +/- 0.070620132, N = 37.6831726917.7855534611. (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

Y-Cruncher

Y-Cruncher is a multi-threaded Pi benchmark capable of computing Pi to trillions of digits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.7.10.9513Pi Digits To Calculate: 500MUbuntu 23.10Ubuntu 24.04 + Linux 6.81.10862.21723.32584.43445.543SE +/- 0.004, N = 5SE +/- 0.004, N = 34.8584.927

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveUbuntu 23.10Ubuntu 24.04 + Linux 6.8246810SE +/- 0.0162, N = 5SE +/- 0.0313, N = 36.63086.62561. (CXX) g++ options: -O3 -flto -pthread

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.CUbuntu 24.04 + Linux 6.8Ubuntu 23.1050K100K150K200K250KSE +/- 993.09, N = 3SE +/- 1013.64, N = 5253308.29249053.071. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Ubuntu 24.04 + Linux 6.8: Open MPI 4.1.63. Ubuntu 23.10: 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 4K - Video Preset: Very FastUbuntu 24.04 + Linux 6.8Ubuntu 23.101530456075SE +/- 0.47, N = 3SE +/- 0.35, N = 568.1866.05

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastUbuntu 24.04 + Linux 6.8Ubuntu 23.101530456075SE +/- 0.28, N = 3SE +/- 0.26, N = 569.2166.95

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KUbuntu 23.10Ubuntu 24.04 + Linux 6.850100150200250SE +/- 1.90, N = 6SE +/- 0.45, N = 3231.18230.771. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Embree

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownUbuntu 24.04 + Linux 6.8Ubuntu 23.1020406080100SE +/- 0.20, N = 3SE +/- 0.36, N = 6110.09107.84MIN: 104.42 / MAX: 118.34MIN: 102.94 / MAX: 117.12

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very FastUbuntu 23.10Ubuntu 24.04 + Linux 6.820406080100SE +/- 0.51, N = 6SE +/- 0.18, N = 385.7884.701. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Timed Mesa Compilation

This test profile times how long it takes to compile Mesa with Meson/Ninja. For minimizing build dependencies and avoid versioning conflicts, test this is just the core Mesa build without LLVM or the extra Gallium3D/Mesa drivers enabled. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 21.0Time To CompileUbuntu 23.1048121620SE +/- 0.05, N = 415.80

Time To Compile

Ubuntu 24.04 + Linux 6.8: The test quit with a non-zero exit status. E: ninja: error: loading 'build.ninja': No such file or directory

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughUbuntu 24.04 + Linux 6.8Ubuntu 23.101428425670SE +/- 0.04, N = 3SE +/- 0.11, N = 662.3862.151. (CXX) g++ options: -O3 -flto -pthread

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super FastUbuntu 23.10Ubuntu 24.04 + Linux 6.820406080100SE +/- 0.60, N = 6SE +/- 0.74, N = 389.2089.001. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmlrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Wownero - Hash Count: 1MUbuntu 23.1015K30K45K60K75KSE +/- 262.80, N = 471352.51. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Variant: Wownero - Hash Count: 1M

Ubuntu 24.04 + Linux 6.8: The test quit with a non-zero exit status.

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastUbuntu 23.10Ubuntu 24.04 + Linux 6.820406080100SE +/- 0.40, N = 6SE +/- 0.77, N = 392.6092.571. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Embree

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 24.04 + Linux 6.8Ubuntu 23.10306090120150SE +/- 0.19, N = 3SE +/- 0.30, N = 6132.08128.76MIN: 130.17 / MAX: 136.54MIN: 126.48 / MAX: 134.1

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmlrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Monero - Hash Count: 1MUbuntu 23.1012K24K36K48K60KSE +/- 252.58, N = 356840.91. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Variant: Monero - Hash Count: 1M

Ubuntu 24.04 + Linux 6.8: The test quit with a non-zero exit status.

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.CUbuntu 23.10Ubuntu 24.04 + Linux 6.820K40K60K80K100KSE +/- 157.49, N = 7SE +/- 134.38, N = 3100875.38100785.871. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Ubuntu 23.10: Open MPI 4.1.53. Ubuntu 24.04 + Linux 6.8: Open MPI 4.1.6

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessUbuntu 23.10Ubuntu 24.04 + Linux 6.81.0242.0483.0724.0965.12SE +/- 0.012, N = 8SE +/- 0.011, N = 34.5424.5511. (CXX) g++ options: -O3 -fPIC -lm

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumUbuntu 23.10Ubuntu 24.04 + Linux 6.8100200300400500SE +/- 0.94, N = 9SE +/- 1.72, N = 3443.81443.011. (CXX) g++ options: -O3 -flto -pthread

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.BUbuntu 23.10Ubuntu 24.04 + Linux 6.830K60K90K120K150KSE +/- 1030.83, N = 9SE +/- 615.12, N = 3147763.64145214.131. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Ubuntu 23.10: Open MPI 4.1.53. Ubuntu 24.04 + Linux 6.8: Open MPI 4.1.6

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CUbuntu 24.04 + Linux 6.8Ubuntu 23.102K4K6K8K10KSE +/- 29.67, N = 3SE +/- 73.89, N = 159188.648967.241. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Ubuntu 24.04 + Linux 6.8: Open MPI 4.1.63. Ubuntu 23.10: Open MPI 4.1.5

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CUbuntu 23.10Ubuntu 24.04 + Linux 6.820K40K60K80K100KSE +/- 549.47, N = 9SE +/- 1280.85, N = 393735.2592488.231. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Ubuntu 23.10: Open MPI 4.1.53. Ubuntu 24.04 + Linux 6.8: Open MPI 4.1.6

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Boat - Acceleration: CPU-onlyUbuntu 23.10Ubuntu 24.04 + Linux 6.80.37780.75561.13341.51121.889SE +/- 0.004, N = 10SE +/- 0.011, N = 31.5791.679

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Masskrug - Acceleration: CPU-onlyUbuntu 23.10Ubuntu 24.04 + Linux 6.80.28240.56480.84721.12961.412SE +/- 0.003, N = 10SE +/- 0.012, N = 31.1751.255

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Rack - Acceleration: CPU-onlyUbuntu 23.10Ubuntu 24.04 + Linux 6.80.01890.03780.05670.07560.0945SE +/- 0.000, N = 13SE +/- 0.001, N = 150.0820.084

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6Ubuntu 23.10Ubuntu 24.04 + Linux 6.80.50851.0171.52552.0342.5425SE +/- 0.001, N = 11SE +/- 0.017, N = 32.1372.2601. (CXX) g++ options: -O3 -fPIC -lm

105 Results Shown

OpenVKL
OpenVINO
Timed Linux Kernel Compilation
Stockfish
LuxCoreRender:
  Orange Juice - CPU
  DLSC - CPU
OpenSSL:
  ChaCha20-Poly1305
  AES-256-GCM
  ChaCha20
  SHA512
  SHA256
  AES-128-GCM
Timed Node.js Compilation
PostgreSQL:
  100 - 1000 - Read Only - Average Latency
  100 - 1000 - Read Only
OpenFOAM:
  drivaerFastback, Medium Mesh Size - Execution Time
  drivaerFastback, Medium Mesh Size - Mesh Time
OSPRay
Timed LLVM Compilation
asmFish
OSPRay
Timed Godot Game Engine Compilation
LuxCoreRender
oneDNN
OpenVINO
TensorFlow
Chaos Group V-RAY
VVenC
OpenVINO:
  Face Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
LuxCoreRender
OpenVINO
QuantLib
OpenVINO:
  Machine Translation EN To DE FP16 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Road Segmentation ADAS FP16-INT8 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
  Handwritten English Recognition FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Vehicle Detection FP16 - CPU
  Face Detection Retail FP16 - CPU
John The Ripper
OpenVINO:
  Weld Porosity Detection FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
John The Ripper
OpenSSL:
  RSA4096:
    verify/s
    sign/s
OSPRay:
  gravity_spheres_volume/dim_512/pathtracer/real_time
  gravity_spheres_volume/dim_512/ao/real_time
  gravity_spheres_volume/dim_512/scivis/real_time
SVT-VP9
7-Zip Compression:
  Decompression Rating
  Compression Rating
Timed Linux Kernel Compilation
John The Ripper:
  WPA PSK
  Blowfish
  bcrypt
miniBUDE:
  OpenMP - BM2:
    Billion Interactions/s
    GFInst/s
SVT-AV1
GROMACS
Rodinia
NAMD
SVT-VP9
SVT-HEVC
SPECFEM3D
OpenFOAM:
  drivaerFastback, Small Mesh Size - Execution Time
  drivaerFastback, Small Mesh Size - Mesh Time
Rodinia
Blender:
  Fishy Cat - CPU-Only
  BMW27 - CPU-Only
uvg266
NAS Parallel Benchmarks
Kvazaar
SPECFEM3D:
  Homogeneous Halfspace
  Tomographic Model
SVT-HEVC
Intel Open Image Denoise
SPECFEM3D
Y-Cruncher
ASTC Encoder
NAS Parallel Benchmarks
uvg266:
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
SVT-VP9
Embree
Kvazaar
Timed Mesa Compilation
ASTC Encoder
Kvazaar
Xmrig
Kvazaar
Embree
Xmrig
NAS Parallel Benchmarks
libavif avifenc
ASTC Encoder
NAS Parallel Benchmarks:
  SP.B
  EP.C
  MG.C
Darktable:
  Boat - CPU-only
  Masskrug - CPU-only
  Server Rack - CPU-only
libavif avifenc