EPYC Tyan Server

AMD EPYC 7543 32-Core testing with a TYAN S8036GM2NE-LE (V2.00.B21 BIOS) and ASPEED on Debian 10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2106228-IB-2106212IB07
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AV1 2 Tests
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Encoding 5 Tests
Fortran Tests 4 Tests
Game Development 5 Tests
HPC - High Performance Computing 17 Tests
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Ubuntu 20.04.2 LTS
June 20 2021
  10 Hours, 37 Minutes
Fedora Server 34
June 21 2021
  9 Hours, 6 Minutes
Debian 10.10
June 21 2021
  8 Hours, 37 Minutes
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  9 Hours, 27 Minutes

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Ubuntu 20.04.2 LTS

Processor: AMD EPYC 7543 32-Core @ 2.80GHz (32 Cores / 64 Threads), Motherboard: TYAN S8036GM2NE-LE (V2.00.B21 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Broadcom NetXtreme BCM5720 2-port PCIe

OS: Ubuntu 20.04, Kernel: 5.8.0-55-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.9, OpenGL: 4.5 Mesa 20.2.6 (LLVM 11.0.0 256 bits), Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --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 Notes: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa001119
Python Notes: Python 3.8.5
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Fedora Server 34

Processor: AMD EPYC 7543 32-Core @ 2.80GHz (32 Cores / 64 Threads), Motherboard: TYAN S8036GM2NE-LE (V2.00.B21 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Broadcom NetXtreme BCM5720 PCIe

OS: Fedora 34, Kernel: 5.12.11-300.fc34.x86_64 (x86_64), Compiler: GCC 11.1.1 20210531, File-System: xfs, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001119
Python Notes: Python 3.9.5
Security Notes: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Debian 10.10

OS: Debian 10, Kernel: 4.19.0-17-amd64 (x86_64), Desktop: GNOME Shell 3.30.2, Display Server: X Server, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa001119
Python Notes: Python 2.7.16 + Python 3.7.3
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

EPYC Tyan ServerProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionUbuntu 20.04.2 LTSFedora Server 34Debian 10.10AMD EPYC 7543 32-Core @ 2.80GHz (32 Cores / 64 Threads)TYAN S8036GM2NE-LE (V2.00.B21 BIOS)AMD Starship/Matisse64GB1000GB Western Digital WD_BLACK SN850 1TBASPEEDVE2282 x Broadcom NetXtreme BCM5720 2-port PCIeUbuntu 20.045.8.0-55-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.94.5 Mesa 20.2.6 (LLVM 11.0.0 256 bits)GCC 9.3.0ext41920x10802 x Broadcom NetXtreme BCM5720 PCIeFedora 345.12.11-300.fc34.x86_64 (x86_64)GCC 11.1.1 20210531xfsDebian 104.19.0-17-amd64 (x86_64)GNOME Shell 3.30.2X ServerGCC 8.3.0ext4OpenBenchmarking.orgKernel Details- Ubuntu 20.04.2 LTS: Transparent Huge Pages: madvise- Fedora Server 34: Transparent Huge Pages: madvise- Debian 10.10: Transparent Huge Pages: alwaysCompiler Details- Ubuntu 20.04.2 LTS: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --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 - Fedora Server 34: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Debian 10.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v Processor Details- Ubuntu 20.04.2 LTS: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa001119- Fedora Server 34: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001119- Debian 10.10: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa001119Python Details- Ubuntu 20.04.2 LTS: Python 3.8.5- Fedora Server 34: Python 3.9.5- Debian 10.10: Python 2.7.16 + Python 3.7.3Security Details- Ubuntu 20.04.2 LTS: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Fedora Server 34: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Debian 10.10: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 20.04.2 LTSFedora Server 34Debian 10.10Result OverviewPhoronix Test Suite100%170%240%310%NAS Parallel BenchmarksTimed LLVM CompilationTimed Node.js Compilationlibavif avifencPlaidMLTimed Linux Kernel CompilationVP9 libvpx EncodingMobile Neural NetworkTimed Godot Game Engine CompilationSVT-VP9miniFEIntel Open Image DenoiseSVT-HEVCEmbreeONNX RuntimeSVT-AV1OpenVKLTNNBRL-CADOSPrayLuxCoreRenderBlenderKripkeNAMDTensorFlow Lite

EPYC Tyan Servernumenta-nab: EXPoSEnwchem: C240 Buckyballopenvkl: vklBenchmarkhpcg: onnx: bertsquad-10 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUonnx: yolov4 - OpenMP CPUmnn: inception-v3mnn: mobilenet-v1-1.0mnn: MobileNetV2_224mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: squeezenetv1.1mnn: mobilenetV3npb: EP.Dopenfoam: Motorbike 60Mbuild-llvm: Unix Makefilesplaidml: No - Inference - ResNet 50 - CPUonnx: super-resolution-10 - OpenMP CPUbrl-cad: VGR Performance Metrictensorflow-lite: NASNet Mobilebuild-llvm: Ninjakripke: tnn: CPU - DenseNetblender: Barbershop - CPU-Onlynpb: BT.Cblender: Classroom - CPU-Onlyminife: Smallbuild-nodejs: Time To Compileplaidml: No - Inference - VGG19 - CPUonnx: shufflenet-v2-10 - OpenMP CPUgpaw: Carbon Nanotubevpxenc: Speed 0 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 4Kplaidml: No - Inference - VGG16 - CPUospray: San Miguel - Path Tracernpb: SP.Cnumenta-nab: Earthgecko Skylineopenvino: Person Detection 0106 FP16 - CPUopenvino: Person Detection 0106 FP16 - CPUopenvino: Person Detection 0106 FP32 - CPUopenvino: Person Detection 0106 FP32 - CPUopenvino: Face Detection 0106 FP16 - CPUopenvino: Face Detection 0106 FP16 - CPUopenvino: Face Detection 0106 FP32 - CPUopenvino: Face Detection 0106 FP32 - CPUbuild-linux-kernel: Time To Compileoidn: RTLightmap.hdr.4096x4096luxcorerender: Orange Juice - CPUluxcorerender: Danish Mood - CPUluxcorerender: LuxCore Benchmark - CPUtensorflow-lite: Inception V4luxcorerender: DLSC - CPUtensorflow-lite: Inception ResNet V2tensorflow-lite: SqueezeNettensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quantopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP32 - CPUopenvino: Age Gender Recognition Retail 0013 FP32 - CPUnpb: LU.Cbuild-godot: Time To Compilegromacs: MPI CPU - water_GMX50_bareblender: BMW27 - CPU-Onlybuild-wasmer: Time To Compileospray: XFrog Forest - Path Tracernamd: ATPase Simulation - 327,506 Atomsxmrig: Monero - 1Mxmrig: Wownero - 1Membree: Pathtracer ISPC - Asian Dragonincompact3d: input.i3d 193 Cells Per Directionvpxenc: Speed 5 - Bosphorus 4Kluxcorerender: Rainbow Colors and Prism - CPUnpb: IS.Doidn: RT.hdr_alb_nrm.3840x2160oidn: RT.ldr_alb_nrm.3840x2160svt-av1: Preset 8 - Bosphorus 4Knumenta-nab: Bayesian Changepointopenfoam: Motorbike 30Mavifenc: 6, Losslessastcenc: Exhaustivesvt-hevc: 1 - Bosphorus 1080pnpb: MG.Cbuild-mesa: Time To Compiletnn: CPU - MobileNet v2embree: Pathtracer ISPC - Crownospray: NASA Streamlines - Path Tracertnn: CPU - SqueezeNet v1.1npb: FT.Cavifenc: 10, Losslessnumenta-nab: Relative Entropynpb: CG.Csvt-vp9: VMAF Optimized - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080pnumenta-nab: Windowed Gaussiansvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pavifenc: 10tnn: CPU - SqueezeNet v2ospray: Magnetic Reconnection - Path Tracersvt-vp9: Visual Quality Optimized - Bosphorus 1080psvt-hevc: 7 - Bosphorus 1080pUbuntu 20.04.2 LTSFedora Server 34Debian 10.101397.7763116.929712.87784459329124.3612.8493.9476.09421.9544.1442.5722934.26237.38286.3759.04477542248188673.1232.758786589792907.266195.7987954.98146.5111203.04151.64722.4910866114.8966.161.93126.733.7233234.2876.4143486.444.573448.714.582548.126.252551.276.2535.1370.458.294.324.739366945.4583553969192.643688.446472.90.7620273.780.7620458.87102552.8457.9073.63952.8561.2414.470.6725221914.923123.137.186527.876948013.6316.381786.820.900.9020.85126.84222.2430.22223.677924.6549265.3622.747290.33733.318712.35269.18247059.686.28713.04729891.71349.16458.186.805353.983.81762.597500264.89282.3829611.71304408427722.6032.8943.9755.76718.9334.0422.5351601.22257.1688.594884417781111782.4209.690784705193042.861196.6420507.55146.6510017.79137.58822.13109116.891.91326.963.7010058.2834.0190.488.294.394.689418925.4683706570453.943885.746557.721406.4554.9483.64053.1341.4984.460.6735537.383829.036647816.2316.111092.180.960.9618.34527.88123.516724.7123154.54296.54733.389312.35271.39117996.096.18513587.61291.76434.07305.143.62064.811500272.55281.371120.7302824327523326.4713.4824.2426.32623.7364.7202.906223.2649.60501840912575742.3185.201784331182822.380192.5587888.38146.0910918.40123.13927.95110646.051.85233.543.7333843.8575.36829.4920.448.334.364.749424085.4783472469846.244222.946650.163.29352.444.480.6719322334.523003.332.441013.0317.140.870.8720.71635.81227.23725.19286.25432.587212.5268.0035.32312.321344.93537.016.671353.732.78562.217444.44297.41296.57OpenBenchmarking.org

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: EXPoSEDebian 10.10Ubuntu 20.04.2 LTS30060090012001500SE +/- 6.56, N = 3SE +/- 15.40, N = 31120.731397.78
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: EXPoSEDebian 10.10Ubuntu 20.04.2 LTS2004006008001000Min: 1108.26 / Avg: 1120.73 / Max: 1130.47Min: 1377.84 / Avg: 1397.78 / Max: 1428.08

NWChem

NWChem is an open-source high performance computational chemistry package. Per NWChem's documentation, "NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballUbuntu 20.04.2 LTS70014002100280035003116.91. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lcomex -lm -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

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 0.9Benchmark: vklBenchmarkDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 2.31, N = 3SE +/- 1.45, N = 3SE +/- 4.05, N = 9282296297MIN: 1 / MAX: 852MIN: 1 / MAX: 896MIN: 1 / MAX: 1469
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS50100150200250Min: 278 / Avg: 282 / Max: 286Min: 294 / Avg: 296.33 / Max: 299Min: 290 / Avg: 297 / Max: 329

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Fedora Server 34Ubuntu 20.04.2 LTS3691215SE +/- 0.60, N = 12SE +/- 0.01, N = 311.7112.881. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Fedora Server 34Ubuntu 20.04.2 LTS48121620Min: 11.02 / Avg: 11.71 / Max: 18.31Min: 12.87 / Avg: 12.88 / Max: 12.891. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS100200300400500SE +/- 6.36, N = 12SE +/- 4.15, N = 12SE +/- 3.78, N = 124324404451. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS80160240320400Min: 390 / Avg: 431.5 / Max: 460.5Min: 421.5 / Avg: 440.46 / Max: 465Min: 428.5 / Avg: 445.33 / Max: 474.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS20406080100SE +/- 1.93, N = 12SE +/- 3.41, N = 12SE +/- 4.09, N = 97584931. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS20406080100Min: 66.5 / Avg: 75.13 / Max: 86.5Min: 67 / Avg: 84.29 / Max: 104Min: 64 / Avg: 92.56 / Max: 102.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 4.62, N = 12SE +/- 1.96, N = 3SE +/- 4.38, N = 122332772911. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS50100150200250Min: 211.5 / Avg: 233.25 / Max: 273Min: 274.5 / Avg: 277.17 / Max: 281Min: 267 / Avg: 290.67 / Max: 320.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by Alibaba. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v3Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS612182430SE +/- 0.23, N = 12SE +/- 0.14, N = 15SE +/- 0.22, N = 526.4722.6024.36MIN: 23.92 / MAX: 128.7MIN: 21.09 / MAX: 293.57MIN: 23.32 / MAX: 78.891. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v3Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS612182430Min: 25.17 / Avg: 26.47 / Max: 27.81Min: 21.87 / Avg: 22.6 / Max: 24.21Min: 23.95 / Avg: 24.36 / Max: 25.171. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS0.78351.5672.35053.1343.9175SE +/- 0.086, N = 12SE +/- 0.057, N = 15SE +/- 0.077, N = 53.4822.8942.849MIN: 2.98 / MAX: 5.1MIN: 2.55 / MAX: 7.14MIN: 2.57 / MAX: 7.421. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810Min: 3.02 / Avg: 3.48 / Max: 3.91Min: 2.62 / Avg: 2.89 / Max: 3.45Min: 2.6 / Avg: 2.85 / Max: 3.061. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS0.95451.9092.86353.8184.7725SE +/- 0.072, N = 12SE +/- 0.046, N = 14SE +/- 0.095, N = 54.2423.9753.947MIN: 3.8 / MAX: 6.21MIN: 3.37 / MAX: 43.2MIN: 3.62 / MAX: 5.861. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810Min: 3.84 / Avg: 4.24 / Max: 4.59Min: 3.7 / Avg: 3.97 / Max: 4.24Min: 3.66 / Avg: 3.95 / Max: 4.191. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810SE +/- 0.099, N = 12SE +/- 0.049, N = 15SE +/- 0.096, N = 56.3265.7676.094MIN: 5.64 / MAX: 13.73MIN: 5.34 / MAX: 18.22MIN: 5.73 / MAX: 12.281. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS3691215Min: 5.85 / Avg: 6.33 / Max: 7.28Min: 5.56 / Avg: 5.77 / Max: 6.36Min: 5.87 / Avg: 6.09 / Max: 6.431. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS612182430SE +/- 0.28, N = 12SE +/- 0.28, N = 15SE +/- 0.08, N = 523.7418.9321.95MIN: 22.27 / MAX: 64.14MIN: 17.69 / MAX: 159.34MIN: 20.25 / MAX: 89.251. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS612182430Min: 22.73 / Avg: 23.74 / Max: 25.53Min: 17.92 / Avg: 18.93 / Max: 22Min: 21.65 / Avg: 21.95 / Max: 22.161. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS1.0622.1243.1864.2485.31SE +/- 0.046, N = 12SE +/- 0.035, N = 15SE +/- 0.037, N = 54.7204.0424.144MIN: 4.17 / MAX: 23.32MIN: 3.75 / MAX: 13.49MIN: 4.02 / MAX: 6.051. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810Min: 4.42 / Avg: 4.72 / Max: 4.92Min: 3.8 / Avg: 4.04 / Max: 4.31Min: 4.06 / Avg: 4.14 / Max: 4.261. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS0.65391.30781.96172.61563.2695SE +/- 0.055, N = 12SE +/- 0.029, N = 15SE +/- 0.027, N = 52.9062.5352.572MIN: 2.52 / MAX: 6.63MIN: 2.28 / MAX: 3.47MIN: 2.44 / MAX: 4.261. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810Min: 2.6 / Avg: 2.91 / Max: 3.29Min: 2.33 / Avg: 2.54 / Max: 2.65Min: 2.47 / Avg: 2.57 / Max: 2.631. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

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: EP.DFedora Server 34Ubuntu 20.04.2 LTS6001200180024003000SE +/- 28.47, N = 14SE +/- 21.45, N = 131601.222934.261. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DFedora Server 34Ubuntu 20.04.2 LTS5001000150020002500Min: 1278.9 / Avg: 1601.22 / Max: 1642.12Min: 2683.67 / Avg: 2934.26 / Max: 2976.571. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

OpenFOAM

OpenFOAM is the leading free, open source software for computational fluid dynamics (CFD). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60MUbuntu 20.04.2 LTS50100150200250SE +/- 0.07, N = 3237.381. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: Unix MakefilesDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 3.17, N = 3SE +/- 1.83, N = 3SE +/- 1.53, N = 3223.26257.17286.38
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: Unix MakefilesDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS50100150200250Min: 216.96 / Avg: 223.26 / Max: 227.03Min: 254.2 / Avg: 257.17 / Max: 260.5Min: 283.97 / Avg: 286.38 / Max: 289.22

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS3691215SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 39.608.599.04
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS3691215Min: 9.42 / Avg: 9.6 / Max: 9.78Min: 8.54 / Avg: 8.59 / Max: 8.62Min: 9.01 / Avg: 9.04 / Max: 9.09

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS11002200330044005500SE +/- 96.24, N = 12SE +/- 26.74, N = 3SE +/- 34.58, N = 35018488447751. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS9001800270036004500Min: 4542 / Avg: 5018.38 / Max: 5523Min: 4832 / Avg: 4884.33 / Max: 4920Min: 4706 / Avg: 4775 / Max: 4813.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

BRL-CAD

BRL-CAD is a cross-platform, open-source solid modeling system with built-in benchmark mode. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.32.2VGR Performance MetricDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS90K180K270K360K450K4091254177814224811. (CXX) g++ options: -std=c++11 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -pthread -ldl -lm

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS20K40K60K80K100KSE +/- 362.65, N = 3SE +/- 3807.02, N = 15SE +/- 1510.00, N = 1575742.3111782.488673.1
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS20K40K60K80K100KMin: 75052.6 / Avg: 75742.33 / Max: 76281.5Min: 92171.2 / Avg: 111782.45 / Max: 146041Min: 77725 / Avg: 88673.13 / Max: 98496.3

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: NinjaDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS50100150200250SE +/- 0.13, N = 3SE +/- 0.77, N = 3SE +/- 0.86, N = 3185.20209.69232.76
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: NinjaDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS4080120160200Min: 184.98 / Avg: 185.2 / Max: 185.44Min: 208.32 / Avg: 209.69 / Max: 210.98Min: 231.03 / Avg: 232.76 / Max: 233.66

Kripke

Kripke is a simple, scalable, 3D Sn deterministic particle transport code. Its primary purpose is to research how data layout, programming paradigms and architectures effect the implementation and performance of Sn transport. Kripke is developed by LLNL. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS20M40M60M80M100MSE +/- 2823751.60, N = 12SE +/- 2249941.31, N = 15SE +/- 1927474.75, N = 157843311878470519786589791. (CXX) g++ options: -O3 -fopenmp
OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS14M28M42M56M70MMin: 65937930 / Avg: 78433118.33 / Max: 94946430Min: 63559540 / Avg: 78470519.33 / Max: 91733410Min: 64469010 / Avg: 78658978.67 / Max: 886930901. (CXX) g++ options: -O3 -fopenmp

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS7001400210028003500SE +/- 3.53, N = 3SE +/- 20.85, N = 3SE +/- 0.81, N = 32822.383042.862907.27MIN: 2717.84 / MAX: 3264.89MIN: 2872.4 / MAX: 3417.28MIN: 2834.03 / MAX: 3318.391. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS5001000150020002500Min: 2817.58 / Avg: 2822.38 / Max: 2829.26Min: 3006.04 / Avg: 3042.86 / Max: 3078.21Min: 2906.41 / Avg: 2907.27 / Max: 2908.891. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS4080120160200SE +/- 0.98, N = 3SE +/- 0.29, N = 3SE +/- 0.05, N = 3192.55196.64195.79
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS4080120160200Min: 190.89 / Avg: 192.55 / Max: 194.28Min: 196.15 / Avg: 196.64 / Max: 197.15Min: 195.72 / Avg: 195.79 / Max: 195.88

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.CDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS20K40K60K80K100KSE +/- 319.12, N = 3SE +/- 482.34, N = 9SE +/- 203.96, N = 387888.3820507.5587954.981. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Debian 10.10: Open MPI 3.1.33. Ubuntu 20.04.2 LTS: Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS15K30K45K60K75KMin: 87259.16 / Avg: 87888.38 / Max: 88295.64Min: 16918.37 / Avg: 20507.55 / Max: 21270.48Min: 87645.48 / Avg: 87954.98 / Max: 88339.841. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Debian 10.10: Open MPI 3.1.33. Ubuntu 20.04.2 LTS: Open MPI 4.0.3

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS306090120150SE +/- 0.27, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 3146.09146.65146.51
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS306090120150Min: 145.56 / Avg: 146.09 / Max: 146.48Min: 146.45 / Avg: 146.65 / Max: 146.8Min: 146.24 / Avg: 146.51 / Max: 146.67

miniFE

MiniFE Finite Element is an application for unstructured implicit finite element codes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgCG Mflops, More Is BetterminiFE 2.2Problem Size: SmallDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS2K4K6K8K10KSE +/- 241.94, N = 15SE +/- 203.18, N = 12SE +/- 260.75, N = 1510918.4010017.7911203.041. (CXX) g++ options: -O3 -fopenmp -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgCG Mflops, More Is BetterminiFE 2.2Problem Size: SmallDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS2K4K6K8K10KMin: 8624.73 / Avg: 10918.4 / Max: 12216.4Min: 8854.68 / Avg: 10017.79 / Max: 11284.3Min: 9938.39 / Avg: 11203.04 / Max: 13203.51. (CXX) g++ options: -O3 -fopenmp -pthread -lmpi_cxx -lmpi

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 15.11Time To CompileDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS306090120150SE +/- 0.17, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3123.14137.59151.65
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS306090120150Min: 122.81 / Avg: 123.14 / Max: 123.32Min: 137.24 / Avg: 137.59 / Max: 137.96Min: 151.52 / Avg: 151.65 / Max: 151.85

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS714212835SE +/- 0.32, N = 3SE +/- 0.23, N = 5SE +/- 0.19, N = 327.9522.1322.49
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS612182430Min: 27.41 / Avg: 27.95 / Max: 28.52Min: 21.46 / Avg: 22.13 / Max: 22.76Min: 22.14 / Avg: 22.49 / Max: 22.78

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS2K4K6K8K10KSE +/- 108.89, N = 3SE +/- 78.91, N = 3SE +/- 51.37, N = 31106410911108661. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS2K4K6K8K10KMin: 10850.5 / Avg: 11064.33 / Max: 11207Min: 10785.5 / Avg: 10910.67 / Max: 11056.5Min: 10783 / Avg: 10866.17 / Max: 109601. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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 20.1Input: Carbon NanotubeUbuntu 20.04.2 LTS306090120150SE +/- 0.64, N = 3114.901. (CC) gcc options: -pthread -shared -fwrapv -O2 -lxc -lblas -lmpi

VP9 libvpx Encoding

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9 video format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 36.056.896.161. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11
OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS3691215Min: 6.04 / Avg: 6.05 / Max: 6.07Min: 6.85 / Avg: 6.89 / Max: 6.96Min: 6.15 / Avg: 6.16 / Max: 6.171. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 4 - Input: Bosphorus 4KDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS0.43450.8691.30351.7382.1725SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 31.8521.9131.9311. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 4 - Input: Bosphorus 4KDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810Min: 1.85 / Avg: 1.85 / Max: 1.86Min: 1.91 / Avg: 1.91 / Max: 1.92Min: 1.93 / Avg: 1.93 / Max: 1.931. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS816243240SE +/- 0.25, N = 3SE +/- 0.19, N = 3SE +/- 0.23, N = 333.5426.9626.73
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS714212835Min: 33.09 / Avg: 33.54 / Max: 33.94Min: 26.58 / Avg: 26.96 / Max: 27.2Min: 26.27 / Avg: 26.73 / Max: 27.01

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity 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.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS0.83931.67862.51793.35724.1965SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.733.703.72MIN: 2.99 / MAX: 3.75MIN: 3.01 / MAX: 3.73MIN: 2.87 / MAX: 3.75
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810Min: 3.73 / Avg: 3.73 / Max: 3.73Min: 3.68 / Avg: 3.7 / Max: 3.72Min: 3.72 / Avg: 3.72 / Max: 3.72

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.CDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS7K14K21K28K35KSE +/- 79.00, N = 3SE +/- 44.59, N = 3SE +/- 59.03, N = 333843.8510058.2833234.281. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Debian 10.10: Open MPI 3.1.33. Ubuntu 20.04.2 LTS: Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS6K12K18K24K30KMin: 33749.33 / Avg: 33843.85 / Max: 34000.76Min: 9977.77 / Avg: 10058.28 / Max: 10131.76Min: 33117.39 / Avg: 33234.28 / Max: 33307.041. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Debian 10.10: Open MPI 3.1.33. Ubuntu 20.04.2 LTS: Open MPI 4.0.3

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineDebian 10.10Ubuntu 20.04.2 LTS20406080100SE +/- 0.44, N = 3SE +/- 0.34, N = 375.3776.41
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineDebian 10.10Ubuntu 20.04.2 LTS1530456075Min: 74.84 / Avg: 75.37 / Max: 76.24Min: 75.76 / Avg: 76.41 / Max: 76.9

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 2021.1Model: Person Detection 0106 FP16 - Device: CPUUbuntu 20.04.2 LTS7001400210028003500SE +/- 1.93, N = 33486.44

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP16 - Device: CPUUbuntu 20.04.2 LTS1.02832.05663.08494.11325.1415SE +/- 0.00, N = 34.57

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP32 - Device: CPUUbuntu 20.04.2 LTS7001400210028003500SE +/- 16.98, N = 33448.71

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP32 - Device: CPUUbuntu 20.04.2 LTS1.03052.0613.09154.1225.1525SE +/- 0.01, N = 34.58

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP16 - Device: CPUUbuntu 20.04.2 LTS5001000150020002500SE +/- 0.08, N = 32548.12

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP16 - Device: CPUUbuntu 20.04.2 LTS246810SE +/- 0.01, N = 36.25

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP32 - Device: CPUUbuntu 20.04.2 LTS5001000150020002500SE +/- 4.77, N = 32551.27

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP32 - Device: CPUUbuntu 20.04.2 LTS246810SE +/- 0.02, N = 36.25

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. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS816243240SE +/- 0.22, N = 10SE +/- 0.40, N = 4SE +/- 0.36, N = 529.4934.0235.14
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS816243240Min: 28.65 / Avg: 29.49 / Max: 31.16Min: 33.6 / Avg: 34.02 / Max: 35.23Min: 34.73 / Avg: 35.14 / Max: 36.57

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS0.1080.2160.3240.4320.54SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.440.480.45
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS12345Min: 0.43 / Avg: 0.44 / Max: 0.44Min: 0.48 / Avg: 0.48 / Max: 0.48Min: 0.45 / Avg: 0.45 / Max: 0.46

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 2.5Scene: Orange Juice - Acceleration: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 38.338.298.29MIN: 7.33 / MAX: 8.83MIN: 7.33 / MAX: 8.74MIN: 7.33 / MAX: 8.75
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS3691215Min: 8.32 / Avg: 8.33 / Max: 8.35Min: 8.26 / Avg: 8.29 / Max: 8.31Min: 8.28 / Avg: 8.29 / Max: 8.3

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS0.98781.97562.96343.95124.939SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 34.364.394.32MIN: 1.73 / MAX: 5.08MIN: 1.77 / MAX: 5.1MIN: 1.72 / MAX: 5.09
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810Min: 4.31 / Avg: 4.36 / Max: 4.39Min: 4.32 / Avg: 4.39 / Max: 4.46Min: 4.3 / Avg: 4.32 / Max: 4.35

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS1.06652.1333.19954.2665.3325SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.744.684.73MIN: 1.76 / MAX: 5.58MIN: 1.77 / MAX: 5.48MIN: 1.81 / MAX: 5.53
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810Min: 4.71 / Avg: 4.74 / Max: 4.78Min: 4.67 / Avg: 4.68 / Max: 4.7Min: 4.72 / Avg: 4.73 / Max: 4.74

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS200K400K600K800K1000KSE +/- 4599.44, N = 3SE +/- 6145.17, N = 3SE +/- 2093.15, N = 3942408941892936694
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS160K320K480K640K800KMin: 933269 / Avg: 942408 / Max: 947885Min: 935667 / Avg: 941892 / Max: 954182Min: 933660 / Avg: 936694 / Max: 940709

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 2.5Scene: DLSC - Acceleration: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS1.23082.46163.69244.92326.154SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 35.475.465.45MIN: 5.25 / MAX: 5.85MIN: 5.31 / MAX: 5.8MIN: 5.34 / MAX: 5.8
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810Min: 5.43 / Avg: 5.47 / Max: 5.49Min: 5.41 / Avg: 5.46 / Max: 5.54Min: 5.44 / Avg: 5.45 / Max: 5.47

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS200K400K600K800K1000KSE +/- 156.42, N = 3SE +/- 1783.60, N = 3SE +/- 1339.58, N = 3834724837065835539
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS150K300K450K600K750KMin: 834481 / Avg: 834723.67 / Max: 835016Min: 834000 / Avg: 837064.67 / Max: 840178Min: 832863 / Avg: 835538.67 / Max: 836995

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS15K30K45K60K75KSE +/- 372.87, N = 3SE +/- 521.49, N = 3SE +/- 188.81, N = 369846.270453.969192.6
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS12K24K36K48K60KMin: 69390.7 / Avg: 69846.2 / Max: 70585.3Min: 69431.8 / Avg: 70453.93 / Max: 71144.7Min: 68919.2 / Avg: 69192.63 / Max: 69554.9

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS9K18K27K36K45KSE +/- 96.21, N = 3SE +/- 107.46, N = 3SE +/- 161.47, N = 344222.943885.743688.4
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS8K16K24K32K40KMin: 44080.8 / Avg: 44222.87 / Max: 44406.3Min: 43675.1 / Avg: 43885.73 / Max: 44028Min: 43422 / Avg: 43688.4 / Max: 43979.7

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS10K20K30K40K50KSE +/- 94.70, N = 3SE +/- 170.17, N = 3SE +/- 88.51, N = 346650.146557.746472.9
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS8K16K24K32K40KMin: 46531.2 / Avg: 46650.07 / Max: 46837.2Min: 46368.5 / Avg: 46557.7 / Max: 46897.3Min: 46368.7 / Avg: 46472.87 / Max: 46648.9

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 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUUbuntu 20.04.2 LTS0.1710.3420.5130.6840.855SE +/- 0.00, N = 30.76

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUUbuntu 20.04.2 LTS4K8K12K16K20KSE +/- 155.65, N = 320273.78

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: CPUUbuntu 20.04.2 LTS0.1710.3420.5130.6840.855SE +/- 0.00, N = 30.76

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: CPUUbuntu 20.04.2 LTS4K8K12K16K20KSE +/- 8.07, N = 320458.87

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.CFedora Server 34Ubuntu 20.04.2 LTS20K40K60K80K100KSE +/- 42.83, N = 3SE +/- 609.71, N = 321406.45102552.841. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CFedora Server 34Ubuntu 20.04.2 LTS20K40K60K80K100KMin: 21326 / Avg: 21406.45 / Max: 21472.15Min: 101833.42 / Avg: 102552.84 / Max: 103765.241. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

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 3.2.3Time To CompileDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS1428425670SE +/- 0.36, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 363.2954.9557.91
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS1224364860Min: 62.71 / Avg: 63.29 / Max: 63.96Min: 54.83 / Avg: 54.95 / Max: 55.13Min: 57.36 / Avg: 57.91 / Max: 58.27

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 2021.2Implementation: MPI CPU - Input: water_GMX50_bareFedora Server 34Ubuntu 20.04.2 LTS0.8191.6382.4573.2764.095SE +/- 0.007, N = 3SE +/- 0.010, N = 33.6403.6391. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareFedora Server 34Ubuntu 20.04.2 LTS246810Min: 3.63 / Avg: 3.64 / Max: 3.66Min: 3.62 / Avg: 3.64 / Max: 3.661. (CXX) g++ options: -O3 -pthread

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS1224364860SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 352.4453.1352.85
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS1122334455Min: 52.35 / Avg: 52.44 / Max: 52.53Min: 52.98 / Avg: 53.13 / Max: 53.3Min: 52.78 / Avg: 52.85 / Max: 52.97

Timed Wasmer Compilation

This test times how long it takes to compile Wasmer. Wasmer is written in the Rust programming language and is a WebAssembly runtime implementation that supports WASI and EmScripten. This test profile builds Wasmer with the Cranelift and Singlepast compiler features enabled. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 1.0.2Time To CompileFedora Server 34Ubuntu 20.04.2 LTS1428425670SE +/- 0.19, N = 3SE +/- 0.35, N = 341.5061.241. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 1.0.2Time To CompileFedora Server 34Ubuntu 20.04.2 LTS1224364860Min: 41.21 / Avg: 41.5 / Max: 41.86Min: 60.62 / Avg: 61.24 / Max: 61.821. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity 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.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS1.0082.0163.0244.0325.04SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 34.484.464.47MIN: 4.37 / MAX: 4.5MIN: 4.05 / MAX: 4.5MIN: 4.24 / MAX: 4.5
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810Min: 4.48 / Avg: 4.48 / Max: 4.48Min: 4.46 / Avg: 4.46 / Max: 4.46Min: 4.46 / Avg: 4.47 / Max: 4.48

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 AtomsDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS0.15150.3030.45450.6060.7575SE +/- 0.00019, N = 3SE +/- 0.00051, N = 3SE +/- 0.00041, N = 30.671930.673550.67252
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810Min: 0.67 / Avg: 0.67 / Max: 0.67Min: 0.67 / Avg: 0.67 / Max: 0.67Min: 0.67 / Avg: 0.67 / Max: 0.67

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 6.12.1Variant: Monero - Hash Count: 1MDebian 10.10Ubuntu 20.04.2 LTS5K10K15K20K25KSE +/- 52.41, N = 3SE +/- 33.78, N = 322334.521914.91. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MDebian 10.10Ubuntu 20.04.2 LTS4K8K12K16K20KMin: 22235.1 / Avg: 22334.5 / Max: 22413Min: 21879.4 / Avg: 21914.87 / Max: 21982.41. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1MDebian 10.10Ubuntu 20.04.2 LTS5K10K15K20K25KSE +/- 79.23, N = 3SE +/- 36.32, N = 323003.323123.11. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1MDebian 10.10Ubuntu 20.04.2 LTS4K8K12K16K20KMin: 22869.7 / Avg: 23003.33 / Max: 23143.9Min: 23075 / Avg: 23123.1 / Max: 23194.31. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs 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 3.13Binary: Pathtracer ISPC - Model: Asian DragonDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS918273645SE +/- 0.64, N = 15SE +/- 0.15, N = 3SE +/- 0.26, N = 332.4437.3837.19MIN: 29.11 / MAX: 37.15MIN: 36.85 / MAX: 38.17MIN: 36.46 / MAX: 37.99
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS816243240Min: 29.36 / Avg: 32.44 / Max: 36.54Min: 37.09 / Avg: 37.38 / Max: 37.55Min: 36.68 / Avg: 37.19 / Max: 37.48

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 DirectionFedora Server 34Ubuntu 20.04.2 LTS714212835SE +/- 0.09, N = 3SE +/- 0.28, N = 629.0427.881. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionFedora Server 34Ubuntu 20.04.2 LTS612182430Min: 28.9 / Avg: 29.04 / Max: 29.21Min: 27.25 / Avg: 27.88 / Max: 28.961. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

VP9 libvpx Encoding

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9 video format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS48121620SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 313.0316.2313.631. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11
OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS48121620Min: 12.93 / Avg: 13.03 / Max: 13.1Min: 16.06 / Avg: 16.23 / Max: 16.49Min: 13.5 / Avg: 13.63 / Max: 13.731. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

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 2.5Scene: Rainbow Colors and Prism - Acceleration: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS48121620SE +/- 0.30, N = 15SE +/- 0.10, N = 3SE +/- 0.19, N = 1517.1416.1116.38MIN: 14.81 / MAX: 19.08MIN: 14.68 / MAX: 16.32MIN: 14.52 / MAX: 18.74
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS48121620Min: 16.01 / Avg: 17.14 / Max: 18.8Min: 15.91 / Avg: 16.11 / Max: 16.24Min: 15.85 / Avg: 16.38 / Max: 18.46

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.DFedora Server 34Ubuntu 20.04.2 LTS400800120016002000SE +/- 11.91, N = 4SE +/- 8.29, N = 31092.181786.821. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DFedora Server 34Ubuntu 20.04.2 LTS30060090012001500Min: 1060.76 / Avg: 1092.18 / Max: 1117.81Min: 1770.26 / Avg: 1786.82 / Max: 1795.891. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS0.2160.4320.6480.8641.08SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.870.960.90
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810Min: 0.86 / Avg: 0.87 / Max: 0.87Min: 0.95 / Avg: 0.96 / Max: 0.96Min: 0.9 / Avg: 0.9 / Max: 0.91

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS0.2160.4320.6480.8641.08SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.870.960.90
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810Min: 0.87 / Avg: 0.87 / Max: 0.88Min: 0.96 / Avg: 0.96 / Max: 0.96Min: 0.9 / Avg: 0.9 / Max: 0.91

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS510152025SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 320.7218.3520.851. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS510152025Min: 20.57 / Avg: 20.72 / Max: 20.93Min: 18.22 / Avg: 18.35 / Max: 18.56Min: 20.66 / Avg: 20.85 / Max: 21.081. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointDebian 10.10Ubuntu 20.04.2 LTS816243240SE +/- 0.29, N = 3SE +/- 0.15, N = 335.8126.84
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointDebian 10.10Ubuntu 20.04.2 LTS816243240Min: 35.25 / Avg: 35.81 / Max: 36.16Min: 26.54 / Avg: 26.84 / Max: 27.03

OpenFOAM

OpenFOAM is the leading free, open source software for computational fluid dynamics (CFD). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MUbuntu 20.04.2 LTS510152025SE +/- 0.05, N = 322.241. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

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 0.9.0Encoder Speed: 6, LosslessDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS714212835SE +/- 0.31, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 327.2427.8830.221. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS714212835Min: 26.84 / Avg: 27.24 / Max: 27.85Min: 27.84 / Avg: 27.88 / Max: 27.92Min: 29.86 / Avg: 30.22 / Max: 30.551. (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.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: ExhaustiveFedora Server 34Ubuntu 20.04.2 LTS612182430SE +/- 0.00, N = 3SE +/- 0.01, N = 323.5223.681. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: ExhaustiveFedora Server 34Ubuntu 20.04.2 LTS612182430Min: 23.51 / Avg: 23.52 / Max: 23.52Min: 23.66 / Avg: 23.68 / Max: 23.691. (CXX) g++ options: -O3 -flto -pthread

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 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS612182430SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 325.1924.7124.651. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS612182430Min: 25.11 / Avg: 25.19 / Max: 25.23Min: 24.53 / Avg: 24.71 / Max: 24.87Min: 24.48 / Avg: 24.65 / Max: 24.751. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

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: MG.CFedora Server 34Ubuntu 20.04.2 LTS11K22K33K44K55KSE +/- 467.47, N = 15SE +/- 83.51, N = 323154.5449265.361. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CFedora Server 34Ubuntu 20.04.2 LTS9K18K27K36K45KMin: 17561.91 / Avg: 23154.54 / Max: 24365.05Min: 49105.03 / Avg: 49265.36 / Max: 49386.051. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

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 20.04.2 LTS510152025SE +/- 0.32, N = 322.75

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 2.75, N = 3SE +/- 2.56, N = 3SE +/- 0.71, N = 3286.25296.55290.34MIN: 280.64 / MAX: 370.21MIN: 285.14 / MAX: 355.51MIN: 286.82 / MAX: 344.051. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS50100150200250Min: 283.4 / Avg: 286.25 / Max: 291.76Min: 291.45 / Avg: 296.55 / Max: 299.49Min: 289.51 / Avg: 290.34 / Max: 291.761. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs 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 3.13Binary: Pathtracer ISPC - Model: CrownDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS816243240SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 332.5933.3933.32MIN: 32.08 / MAX: 33.4MIN: 32.92 / MAX: 34.19MIN: 32.96 / MAX: 33.96
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS714212835Min: 32.43 / Avg: 32.59 / Max: 32.82Min: 33.31 / Avg: 33.39 / Max: 33.48Min: 33.31 / Avg: 33.32 / Max: 33.34

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity 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.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 312.5012.3512.35MIN: 9.8 / MAX: 12.66MIN: 9.26 / MAX: 12.5MIN: 9.26 / MAX: 12.5
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS48121620Min: 12.5 / Avg: 12.5 / Max: 12.5Min: 12.35 / Avg: 12.35 / Max: 12.35Min: 12.35 / Avg: 12.35 / Max: 12.35

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 0.36, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3268.00271.39269.18MIN: 267.47 / MAX: 295.77MIN: 271.08 / MAX: 271.69MIN: 268.98 / MAX: 269.451. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS50100150200250Min: 267.59 / Avg: 268 / Max: 268.71Min: 271.22 / Avg: 271.39 / Max: 271.51Min: 269.08 / Avg: 269.18 / Max: 269.341. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

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.CFedora Server 34Ubuntu 20.04.2 LTS10K20K30K40K50KSE +/- 43.58, N = 3SE +/- 40.78, N = 317996.0947059.681. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CFedora Server 34Ubuntu 20.04.2 LTS8K16K24K32K40KMin: 17925.22 / Avg: 17996.09 / Max: 18075.48Min: 46997.65 / Avg: 47059.68 / Max: 47136.551. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

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 0.9.0Encoder Speed: 10, LosslessDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810SE +/- 0.079, N = 15SE +/- 0.006, N = 3SE +/- 0.060, N = 65.3236.1856.2871. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS3691215Min: 5.09 / Avg: 5.32 / Max: 5.95Min: 6.18 / Avg: 6.18 / Max: 6.2Min: 6.01 / Avg: 6.29 / Max: 6.431. (CXX) g++ options: -O3 -fPIC -lm

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyDebian 10.10Ubuntu 20.04.2 LTS3691215SE +/- 0.03, N = 3SE +/- 0.14, N = 312.3213.05
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyDebian 10.10Ubuntu 20.04.2 LTS48121620Min: 12.25 / Avg: 12.32 / Max: 12.36Min: 12.83 / Avg: 13.05 / Max: 13.3

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.CFedora Server 34Ubuntu 20.04.2 LTS6K12K18K24K30KSE +/- 10.91, N = 3SE +/- 271.73, N = 313587.6129891.711. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CFedora Server 34Ubuntu 20.04.2 LTS5K10K15K20K25KMin: 13566.81 / Avg: 13587.61 / Max: 13603.74Min: 29384.41 / Avg: 29891.71 / Max: 30314.171. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

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 1080pDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS80160240320400SE +/- 2.58, N = 15SE +/- 1.79, N = 3SE +/- 4.22, N = 12344.93291.76349.161. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS60120180240300Min: 311.18 / Avg: 344.93 / Max: 353.22Min: 288.3 / Avg: 291.76 / Max: 294.26Min: 303.39 / Avg: 349.16 / Max: 358.611. (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 1080p 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 1080pDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS120240360480600SE +/- 6.17, N = 4SE +/- 6.12, N = 15SE +/- 12.16, N = 15537.01434.07458.181. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS90180270360450Min: 522.65 / Avg: 537.01 / Max: 550.96Min: 407.61 / Avg: 434.07 / Max: 494.64Min: 396.04 / Avg: 458.18 / Max: 521.291. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianDebian 10.10Ubuntu 20.04.2 LTS246810SE +/- 0.035, N = 3SE +/- 0.070, N = 36.6716.805
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianDebian 10.10Ubuntu 20.04.2 LTS3691215Min: 6.63 / Avg: 6.67 / Max: 6.74Min: 6.67 / Avg: 6.81 / Max: 6.91

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 1080pDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS80160240320400SE +/- 1.49, N = 3SE +/- 2.17, N = 15SE +/- 2.18, N = 3353.73305.14353.981. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS60120180240300Min: 352.03 / Avg: 353.73 / Max: 356.69Min: 296.81 / Avg: 305.14 / Max: 329.62Min: 350 / Avg: 353.98 / Max: 357.531. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 0.9.0Encoder Speed: 10Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS0.85881.71762.57643.43524.294SE +/- 0.037, N = 3SE +/- 0.030, N = 9SE +/- 0.018, N = 32.7853.6203.8171. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS246810Min: 2.74 / Avg: 2.79 / Max: 2.86Min: 3.51 / Avg: 3.62 / Max: 3.73Min: 3.78 / Avg: 3.82 / Max: 3.841. (CXX) g++ options: -O3 -fPIC -lm

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS1428425670SE +/- 0.67, N = 5SE +/- 0.06, N = 3SE +/- 0.31, N = 362.2264.8162.60MIN: 60.94 / MAX: 65.02MIN: 64.62 / MAX: 65.08MIN: 61.94 / MAX: 63.371. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2Debian 10.10Fedora Server 34Ubuntu 20.04.2 LTS1326395265Min: 61.13 / Avg: 62.22 / Max: 64.81Min: 64.7 / Avg: 64.81 / Max: 64.88Min: 62.15 / Avg: 62.6 / Max: 63.191. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity 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.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS110220330440550SE +/- 21.00, N = 15444.44500.00500.00MIN: 250 / MAX: 500MIN: 250MIN: 250
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS90180270360450Min: 333.33 / Avg: 444.44 / Max: 500

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 1080pDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 2.94, N = 3SE +/- 2.18, N = 3SE +/- 2.34, N = 3297.41272.55264.891. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS50100150200250Min: 292.75 / Avg: 297.41 / Max: 302.84Min: 268.31 / Avg: 272.55 / Max: 275.55Min: 260.29 / Avg: 264.89 / Max: 267.931. (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 1080p 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 1080pDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 3.39, N = 3SE +/- 2.22, N = 3SE +/- 3.95, N = 3296.57281.37282.381. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS50100150200250Min: 289.86 / Avg: 296.57 / Max: 300.75Min: 278.04 / Avg: 281.37 / Max: 285.58Min: 275.48 / Avg: 282.38 / Max: 289.161. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

102 Results Shown

Numenta Anomaly Benchmark
NWChem
OpenVKL
High Performance Conjugate Gradient
ONNX Runtime:
  bertsquad-10 - OpenMP CPU
  fcn-resnet101-11 - OpenMP CPU
  yolov4 - OpenMP CPU
Mobile Neural Network:
  inception-v3
  mobilenet-v1-1.0
  MobileNetV2_224
  SqueezeNetV1.0
  resnet-v2-50
  squeezenetv1.1
  mobilenetV3
NAS Parallel Benchmarks
OpenFOAM
Timed LLVM Compilation
PlaidML
ONNX Runtime
BRL-CAD
TensorFlow Lite
Timed LLVM Compilation
Kripke
TNN
Blender
NAS Parallel Benchmarks
Blender
miniFE
Timed Node.js Compilation
PlaidML
ONNX Runtime
GPAW
VP9 libvpx Encoding
SVT-AV1
PlaidML
OSPray
NAS Parallel Benchmarks
Numenta Anomaly Benchmark
OpenVINO:
  Person Detection 0106 FP16 - CPU:
    ms
    FPS
  Person Detection 0106 FP32 - CPU:
    ms
    FPS
  Face Detection 0106 FP16 - CPU:
    ms
    FPS
  Face Detection 0106 FP32 - CPU:
    ms
    FPS
Timed Linux Kernel Compilation
Intel Open Image Denoise
LuxCoreRender:
  Orange Juice - CPU
  Danish Mood - CPU
  LuxCore Benchmark - CPU
TensorFlow Lite
LuxCoreRender
TensorFlow Lite:
  Inception ResNet V2
  SqueezeNet
  Mobilenet Float
  Mobilenet Quant
OpenVINO:
  Age Gender Recognition Retail 0013 FP16 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP32 - CPU:
    ms
    FPS
NAS Parallel Benchmarks
Timed Godot Game Engine Compilation
GROMACS
Blender
Timed Wasmer Compilation
OSPray
NAMD
Xmrig:
  Monero - 1M
  Wownero - 1M
Embree
Xcompact3d Incompact3d
VP9 libvpx Encoding
LuxCoreRender
NAS Parallel Benchmarks
Intel Open Image Denoise:
  RT.hdr_alb_nrm.3840x2160
  RT.ldr_alb_nrm.3840x2160
SVT-AV1
Numenta Anomaly Benchmark
OpenFOAM
libavif avifenc
ASTC Encoder
SVT-HEVC
NAS Parallel Benchmarks
Timed Mesa Compilation
TNN
Embree
OSPray
TNN
NAS Parallel Benchmarks
libavif avifenc
Numenta Anomaly Benchmark
NAS Parallel Benchmarks
SVT-VP9
SVT-HEVC
Numenta Anomaly Benchmark
SVT-VP9
libavif avifenc
TNN
OSPray
SVT-VP9
SVT-HEVC

Ubuntu 20.04.2 LTS

Processor: AMD EPYC 7543 32-Core @ 2.80GHz (32 Cores / 64 Threads), Motherboard: TYAN S8036GM2NE-LE (V2.00.B21 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Broadcom NetXtreme BCM5720 2-port PCIe

OS: Ubuntu 20.04, Kernel: 5.8.0-55-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.9, OpenGL: 4.5 Mesa 20.2.6 (LLVM 11.0.0 256 bits), Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --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 Notes: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa001119
Python Notes: Python 3.8.5
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 20 June 2021 15:52 by user phoronix.

Fedora Server 34

Processor: AMD EPYC 7543 32-Core @ 2.80GHz (32 Cores / 64 Threads), Motherboard: TYAN S8036GM2NE-LE (V2.00.B21 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Broadcom NetXtreme BCM5720 PCIe

OS: Fedora 34, Kernel: 5.12.11-300.fc34.x86_64 (x86_64), Compiler: GCC 11.1.1 20210531, File-System: xfs, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001119
Python Notes: Python 3.9.5
Security Notes: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 21 June 2021 07:45 by user .

Debian 10.10

Processor: AMD EPYC 7543 32-Core @ 2.80GHz (32 Cores / 64 Threads), Motherboard: TYAN S8036GM2NE-LE (V2.00.B21 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Broadcom NetXtreme BCM5720 PCIe

OS: Debian 10, Kernel: 4.19.0-17-amd64 (x86_64), Desktop: GNOME Shell 3.30.2, Display Server: X Server, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa001119
Python Notes: Python 2.7.16 + Python 3.7.3
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 21 June 2021 20:11 by user phoronix.