EPYC Tyan Server

AMD EPYC 7543 32-Core testing with a TYAN S8036GM2NE-LE (V2.00.B21 BIOS) and ASPEED on Ubuntu 21.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2106244-IB-2106230IB35&sor&gru.

EPYC Tyan ServerProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionVulkanUbuntu 20.04.2 LTSFedora Server 34Debian 10.10Debian BullseyeCentOS StreamClear Linux 34770Ubuntu 21.04AMD 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 8.3.0ext42 x Broadcom NetXtreme BCM5720 2-port PCIeDebian 115.10.0-7-amd64 (x86_64)GNOME Shell 3.38.41.0.2GCC 10.2.1 20210110llvmpipeCentOS Stream 84.18.0-310.el8.x86_64 (x86_64)GNOME Shell 3.32.2X Server + Wayland4.5 Mesa 21.1.1 (LLVM 11.0.0 256 bits)GCC 8.5.0 20210514xfsClear Linux OS 347705.12.8-1045.native (x86_64)GNOME Shell 40.2X Server 1.20.114.5 Mesa 21.1.3 (LLVM 11.1.0 256 bits)GCC 11.1.1 20210621 releases/gcc-11.1.0-335-g2348a458e1 + Clang 11.1.0 + LLVM 11.1.0ext4ASPEEDUbuntu 21.045.11.0-22-generic (x86_64)GNOME Shell 3.38.4X Server + WaylandGCC 10.3.0OpenBenchmarking.orgKernel Details- Ubuntu 20.04.2 LTS: Transparent Huge Pages: madvise- Fedora Server 34: Transparent Huge Pages: madvise- Debian 10.10: Transparent Huge Pages: always- Debian Bullseye: Transparent Huge Pages: always- CentOS Stream: Transparent Huge Pages: always- Clear Linux 34770: Transparent Huge Pages: always- Ubuntu 21.04: Transparent Huge Pages: madviseCompiler 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 - Debian Bullseye: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-Km9U7s/gcc-10-10.2.1/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-Km9U7s/gcc-10-10.2.1/debian/tmp-gcn/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-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - CentOS Stream: --build=x86_64-redhat-linux --disable-libmpx --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,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver- Clear Linux 34770: --build=x86_64-generic-linux --disable-libmpx --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-clocale=gnu --enable-default-pie --enable-gnu-indirect-function --enable-languages=c,c++,fortran,go --enable-ld=default --enable-libstdcxx-pch --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=westmere --with-gcc-major-version-only --with-glibc-version=2.19 --with-gnu-ld --with-isl --with-ppl=yes --with-tune=skylake-avx512 - Ubuntu 21.04: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/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-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor 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: 0xa001119- Debian Bullseye: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001119- CentOS Stream: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001119- Clear Linux 34770: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001119- Ubuntu 21.04: Scaling Governor: acpi-cpufreq schedutil (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 3.7.3- Debian Bullseye: Python 3.9.2- CentOS Stream: Python 3.6.8- Clear Linux 34770: Python 3.9.5- Ubuntu 21.04: Python 3.9.5Security 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- Debian Bullseye: 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- CentOS Stream: 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- Clear Linux 34770: 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 21.04: 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 affectedEnvironment Details- Clear Linux 34770: FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,--enable-new-dtags -Wa,-mbranches-within-32B-boundaries" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -Wa,-mbranches-within-32B-boundaries -fvisibility-inlines-hidden -Wl,--enable-new-dtags" MESA_GLSL_CACHE_DISABLE=0 FCFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,-sort-common -Wl,--enable-new-dtags" CFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -Wa,-mbranches-within-32B-boundaries" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx""

EPYC Tyan Serverminife: Smallospray: San Miguel - Path Tracerospray: NASA Streamlines - Path Tracerospray: Magnetic Reconnection - Path Tracerplaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - ResNet 50 - CPUembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-hevc: 1 - Bosphorus 1080psvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080pvpxenc: Speed 0 - Bosphorus 4Kvpxenc: Speed 5 - Bosphorus 4Khpcg: xmrig: Monero - 1Mxmrig: Wownero - 1Moidn: RT.hdr_alb_nrm.3840x2160oidn: RT.ldr_alb_nrm.3840x2160oidn: RTLightmap.hdr.4096x4096onnx: yolov4 - OpenMP CPUonnx: bertsquad-10 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUopenvkl: vklBenchmarkluxcorerender: DLSC - CPUluxcorerender: Danish Mood - CPUluxcorerender: Orange Juice - CPUluxcorerender: LuxCore Benchmark - CPUluxcorerender: Rainbow Colors and Prism - CPUgromacs: MPI CPU - water_GMX50_barekripke: npb: BT.Cnpb: CG.Cnpb: EP.Dnpb: FT.Cnpb: IS.Dnpb: SP.Cbrl-cad: VGR Performance Metricnamd: ATPase Simulation - 327,506 Atomstensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2mnn: mobilenetV3mnn: squeezenetv1.1mnn: resnet-v2-50mnn: SqueezeNetV1.0mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3tnn: CPU - DenseNettnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v2tnn: CPU - SqueezeNet v1.1incompact3d: input.i3d 193 Cells Per Directionavifenc: 10avifenc: 6, Losslessavifenc: 10, Losslessbuild-godot: Time To Compilebuild-linux-kernel: Time To Compilebuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-nodejs: Time To Compilebuild-wasmer: Time To Compileastcenc: Exhaustiveblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Barbershop - CPU-Onlynumenta-nab: Windowed GaussianUbuntu 20.04.2 LTSFedora Server 34Debian 10.10Debian BullseyeCentOS StreamClear Linux 34770Ubuntu 21.0411203.043.7212.3550026.7322.499.0433.318737.18651.93120.85124.65282.38458.18349.16353.98264.896.1613.6312.877821914.923123.10.900.900.45291445931086647752975.454.328.294.7316.383.6397865897987954.9829891.712934.2647059.681786.8233234.284224810.6725269192.693669443688.446472.98355392.5724.14421.9546.0943.9472.84924.3612907.266290.33762.597269.18227.87694803.81730.2226.28757.90735.137232.758286.375151.64761.24123.677952.85146.51195.796.80510017.793.7012.3550026.9622.138.5933.389337.38381.91318.34524.71281.37434.07291.76305.14272.556.8916.2311.71300.960.960.48277440841091148842965.464.398.294.6816.113.6407847051920507.5513587.611601.2217996.091092.1810058.284177810.6735570453.994189243885.746557.78370652.5354.04218.9335.7673.9752.89422.6033042.861296.54764.811271.39129.03664783.62027.8816.18554.94834.019209.690257.168137.58841.49823.516753.13146.65196.6410918.403.7312.5444.4433.5427.959.6032.587232.44101.85220.71625.19296.57537.01344.93353.73297.416.0513.0322334.523003.30.870.870.44233432751106450182825.474.368.334.7417.147843311887888.3833843.854091250.6719369846.294240844222.946650.18347242.9064.72023.7366.3264.2423.48226.4712822.380286.25462.217268.0032.78527.2375.32363.29329.492185.201223.264123.13952.44146.09192.556.67113355.43.7812.66422.2233.8727.679.6133.520437.31531.70714.87524.96273.70429.71256.35259.56236.326.529.3111.794123576.324478.30.890.940.46282424731128345972875.454.428.394.7916.753.7567811213389192.7730352.212965.2149076.241731.3433101.404201560.6713169107.393225143711.546349.88347032.6164.67622.5206.2044.0343.79627.6513098.333307.53462.165269.35827.70186502.87327.3955.29853.42632.031202.013250.573134.40760.64123.460552.55145.38189.907928.403.7412.550033.5927.927.5933.296037.22811.95922.40224.76285.20467.20303.33303.00274.026.4814.8912.45860.940.950.4724242774969944752935.464.408.254.7417.013.8017763192721314.0412924.771006.0818869.87958.1610303.964068230.6741587580.894410545933.147417.38437802.5844.35522.0346.7764.2752.93227.5192957.066301.63762.620269.46728.64774262.81727.0005.18831.134192.197227.741127.49845.00723.929952.25146.29190.766.29310393.783.7612.550034.2028.347.7433.485737.34542.07123.91925.15299.80463.76298.74302.64273.387.2517.6019.43050.970.970.482925.524.478.364.8017.483.7779050215387029.1529639.932844.3848459.812177.7233882.210.6737372315.694012643840.546345.68372542.2644.40922.3476.5394.0262.98123.7542895.450289.52765.828270.35027.16345982.60926.1504.91531.16523.511852.25145.82190.955.93811861.43.7012.3550027.4322.869.3833.256937.00531.87517.80924.69284.09470.53251.54257.98241.516.2314.6012.69260.890.890.45257395901019346843195.474.308.304.6616.293.5817358494187240.0528970.462929.7446810.911984.7332826.224198350.6763883600.8105295550144.452961.59434082.4964.37721.6636.9003.9552.73424.4183182.601316.88566.292277.57928.80799553.78530.5156.30254.63031.450209.931250.224140.35240.23123.580153.59147.55197.52OpenBenchmarking.org

miniFE

Problem Size: Small

OpenBenchmarking.orgCG Mflops, More Is BetterminiFE 2.2Problem Size: SmallDebian BullseyeUbuntu 21.04Ubuntu 20.04.2 LTSDebian 10.10Clear Linux 34770Fedora Server 34CentOS Stream3K6K9K12K15KSE +/- 374.12, N = 12SE +/- 136.99, N = 15SE +/- 260.75, N = 15SE +/- 241.94, N = 15SE +/- 247.03, N = 12SE +/- 203.18, N = 12SE +/- 381.69, N = 1213355.4011861.4011203.0410918.4010393.7810017.797928.40-lmpi_cxx-lmpi_cxx-lmpi_cxx-lmpi_cxx-lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -fopenmp -pthread -lmpi

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerDebian BullseyeClear Linux 34770CentOS StreamDebian 10.10Ubuntu 20.04.2 LTSUbuntu 21.04Fedora Server 340.85051.7012.55153.4024.2525SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.783.763.743.733.723.703.70MIN: 2.73 / MAX: 3.8MIN: 2.79 / MAX: 3.79MIN: 3.23 / MAX: 3.79MIN: 2.99 / MAX: 3.75MIN: 2.87 / MAX: 3.75MIN: 3.53 / MAX: 3.73MIN: 3.01 / MAX: 3.73

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerDebian BullseyeClear Linux 34770CentOS StreamDebian 10.10Ubuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTS3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 312.6612.5012.5012.5012.3512.3512.35MIN: 9.8 / MAX: 12.82MIN: 10.1 / MAX: 12.66MIN: 9.71 / MAX: 12.66MIN: 9.8 / MAX: 12.66MIN: 9.26 / MAX: 12.5MIN: 9.26 / MAX: 12.5MIN: 9.26 / MAX: 12.5

OSPray

Demo: Magnetic Reconnection - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerUbuntu 21.04Clear Linux 34770CentOS StreamFedora Server 34Ubuntu 20.04.2 LTSDebian 10.10Debian Bullseye110220330440550SE +/- 0.00, N = 3SE +/- 21.00, N = 15SE +/- 22.22, N = 15500.00500.00500.00500.00500.00444.44422.22MIN: 250MIN: 250MIN: 333.33MIN: 250MIN: 250MIN: 250 / MAX: 500MIN: 200 / MAX: 500

PlaidML

FP16: No - Mode: Inference - Network: VGG16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUClear Linux 34770Debian BullseyeCentOS StreamDebian 10.10Ubuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTS816243240SE +/- 0.24, N = 3SE +/- 0.46, N = 3SE +/- 0.27, N = 3SE +/- 0.25, N = 3SE +/- 0.11, N = 3SE +/- 0.19, N = 3SE +/- 0.23, N = 334.2033.8733.5933.5427.4326.9626.73

PlaidML

FP16: No - Mode: Inference - Network: VGG19 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUClear Linux 34770Debian 10.10CentOS StreamDebian BullseyeUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34714212835SE +/- 0.26, N = 3SE +/- 0.32, N = 3SE +/- 0.25, N = 3SE +/- 0.24, N = 3SE +/- 0.15, N = 3SE +/- 0.19, N = 3SE +/- 0.23, N = 528.3427.9527.9227.6722.8622.4922.13

PlaidML

FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUDebian BullseyeDebian 10.10Ubuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34Clear Linux 34770CentOS Stream3691215SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 4SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 39.619.609.389.048.597.747.59

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownDebian BullseyeClear Linux 34770Fedora Server 34Ubuntu 20.04.2 LTSCentOS StreamUbuntu 21.04Debian 10.10816243240SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 333.5233.4933.3933.3233.3033.2632.59MIN: 33.02 / MAX: 34.41MIN: 33.01 / MAX: 34.11MIN: 32.92 / MAX: 34.19MIN: 32.96 / MAX: 33.96MIN: 32.81 / MAX: 34.03MIN: 32.8 / MAX: 34.12MIN: 32.08 / MAX: 33.4

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonFedora Server 34Clear Linux 34770Debian BullseyeCentOS StreamUbuntu 20.04.2 LTSUbuntu 21.04Debian 10.10918273645SE +/- 0.15, N = 3SE +/- 0.26, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.26, N = 3SE +/- 0.23, N = 3SE +/- 0.64, N = 1537.3837.3537.3237.2337.1937.0132.44MIN: 36.85 / MAX: 38.17MIN: 36.8 / MAX: 38.26MIN: 36.86 / MAX: 38.33MIN: 36.83 / MAX: 37.88MIN: 36.46 / MAX: 37.99MIN: 36.35 / MAX: 38.08MIN: 29.11 / MAX: 37.15

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 4 - Input: Bosphorus 4KClear Linux 34770CentOS StreamUbuntu 20.04.2 LTSFedora Server 34Ubuntu 21.04Debian 10.10Debian Bullseye0.4660.9321.3981.8642.33SE +/- 0.005, N = 3SE +/- 0.008, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 3SE +/- 0.004, N = 3SE +/- 0.003, N = 3SE +/- 0.005, N = 32.0711.9591.9311.9131.8751.8521.707-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KClear Linux 34770CentOS StreamUbuntu 20.04.2 LTSDebian 10.10Fedora Server 34Ubuntu 21.04Debian Bullseye612182430SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 323.9222.4020.8520.7218.3517.8114.88-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-HEVC

Tuning: 1 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pDebian 10.10Clear Linux 34770Debian BullseyeCentOS StreamFedora Server 34Ubuntu 21.04Ubuntu 20.04.2 LTS612182430SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 325.1925.1524.9624.7624.7124.6924.65-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pClear Linux 34770Debian 10.10CentOS StreamUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34Debian Bullseye70140210280350SE +/- 3.06, N = 5SE +/- 3.39, N = 3SE +/- 1.92, N = 3SE +/- 3.52, N = 4SE +/- 3.95, N = 3SE +/- 2.22, N = 3SE +/- 3.08, N = 4299.80296.57285.20284.09282.38281.37273.70-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pDebian 10.10Ubuntu 21.04CentOS StreamClear Linux 34770Ubuntu 20.04.2 LTSFedora Server 34Debian Bullseye120240360480600SE +/- 6.17, N = 4SE +/- 10.90, N = 12SE +/- 12.08, N = 12SE +/- 7.76, N = 15SE +/- 12.16, N = 15SE +/- 6.12, N = 15SE +/- 8.24, N = 15537.01470.53467.20463.76458.18434.07429.71-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

Tuning: VMAF Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pUbuntu 20.04.2 LTSDebian 10.10CentOS StreamClear Linux 34770Fedora Server 34Debian BullseyeUbuntu 21.0480160240320400SE +/- 4.22, N = 12SE +/- 2.58, N = 15SE +/- 3.44, N = 15SE +/- 3.79, N = 3SE +/- 1.79, N = 3SE +/- 2.14, N = 3SE +/- 3.29, N = 15349.16344.93303.33298.74291.76256.35251.54-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-VP9

Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 20.04.2 LTSDebian 10.10Fedora Server 34CentOS StreamClear Linux 34770Debian BullseyeUbuntu 21.0480160240320400SE +/- 2.18, N = 3SE +/- 1.49, N = 3SE +/- 2.17, N = 15SE +/- 2.40, N = 3SE +/- 3.98, N = 3SE +/- 0.27, N = 3SE +/- 8.42, N = 15353.98353.73305.14303.00302.64259.56257.98-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pDebian 10.10CentOS StreamClear Linux 34770Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04Debian Bullseye60120180240300SE +/- 2.94, N = 3SE +/- 2.06, N = 3SE +/- 2.72, N = 3SE +/- 2.18, N = 3SE +/- 2.34, N = 3SE +/- 0.95, N = 3SE +/- 2.63, N = 5297.41274.02273.38272.55264.89241.51236.32-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

VP9 libvpx Encoding

Speed: Speed 0 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KClear Linux 34770Fedora Server 34Debian BullseyeCentOS StreamUbuntu 21.04Ubuntu 20.04.2 LTSDebian 10.10246810SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 37.256.896.526.486.236.166.05-pipe -fexceptions -fstack-protector -ffat-lto-objects -fno-trapping-math -mtune=skylake-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11

VP9 libvpx Encoding

Speed: Speed 5 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KClear Linux 34770Fedora Server 34CentOS StreamUbuntu 21.04Ubuntu 20.04.2 LTSDebian 10.10Debian Bullseye48121620SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 15SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 317.6016.2314.8914.6013.6313.039.31-pipe -fexceptions -fstack-protector -ffat-lto-objects -fno-trapping-math -mtune=skylake-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Clear Linux 34770Ubuntu 20.04.2 LTSUbuntu 21.04CentOS StreamDebian BullseyeFedora Server 34510152025SE +/- 0.46, N = 12SE +/- 0.01, N = 3SE +/- 0.83, N = 9SE +/- 0.13, N = 12SE +/- 0.64, N = 9SE +/- 0.60, N = 1219.4312.8812.6912.4611.7911.71-lmpi_cxx-lmpi_cxx-lmpi_cxx-lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi

Xmrig

Variant: Monero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MDebian BullseyeDebian 10.10Ubuntu 20.04.2 LTS5K10K15K20K25KSE +/- 32.24, N = 3SE +/- 52.41, N = 3SE +/- 33.78, N = 323576.322334.521914.91. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Xmrig

Variant: Wownero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1MDebian BullseyeUbuntu 20.04.2 LTSDebian 10.105K10K15K20K25KSE +/- 30.16, N = 3SE +/- 36.32, N = 3SE +/- 79.23, N = 324478.323123.123003.31. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Intel Open Image Denoise

Run: RT.hdr_alb_nrm.3840x2160

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160Clear Linux 34770Fedora Server 34CentOS StreamUbuntu 20.04.2 LTSUbuntu 21.04Debian BullseyeDebian 10.100.21830.43660.65490.87321.0915SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 30.970.960.940.900.890.890.87

Intel Open Image Denoise

Run: RT.ldr_alb_nrm.3840x2160

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160Clear Linux 34770Fedora Server 34CentOS StreamDebian BullseyeUbuntu 20.04.2 LTSUbuntu 21.04Debian 10.100.21830.43660.65490.87321.0915SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.970.960.950.940.900.890.87

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Clear Linux 34770Fedora Server 34CentOS StreamDebian BullseyeUbuntu 21.04Ubuntu 20.04.2 LTSDebian 10.100.1080.2160.3240.4320.54SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.480.480.470.460.450.450.44

ONNX Runtime

Model: yolov4 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUUbuntu 20.04.2 LTSDebian BullseyeFedora Server 34Ubuntu 21.04CentOS StreamDebian 10.1060120180240300SE +/- 4.38, N = 12SE +/- 4.80, N = 9SE +/- 1.96, N = 3SE +/- 4.35, N = 12SE +/- 2.69, N = 12SE +/- 4.62, N = 122912822772572422331. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: bertsquad-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPUUbuntu 20.04.2 LTSFedora Server 34Debian 10.10CentOS StreamDebian BullseyeUbuntu 21.04100200300400500SE +/- 3.78, N = 12SE +/- 4.15, N = 12SE +/- 6.36, N = 12SE +/- 4.86, N = 3SE +/- 4.24, N = 12SE +/- 5.31, N = 94454404324274243951. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: fcn-resnet101-11 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPUUbuntu 20.04.2 LTSUbuntu 21.04Fedora Server 34Debian 10.10CentOS StreamDebian Bullseye20406080100SE +/- 4.09, N = 9SE +/- 3.71, N = 12SE +/- 3.41, N = 12SE +/- 1.93, N = 12SE +/- 2.25, N = 12SE +/- 3.37, N = 99390847574731. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: shufflenet-v2-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUDebian BullseyeDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04CentOS Stream2K4K6K8K10KSE +/- 51.39, N = 3SE +/- 108.89, N = 3SE +/- 78.91, N = 3SE +/- 51.37, N = 3SE +/- 40.87, N = 3SE +/- 110.43, N = 4112831106410911108661019396991. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: super-resolution-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04Debian BullseyeCentOS Stream11002200330044005500SE +/- 96.24, N = 12SE +/- 26.74, N = 3SE +/- 34.58, N = 3SE +/- 27.79, N = 3SE +/- 22.65, N = 3SE +/- 55.13, N = 125018488447754684459744751. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34CentOS StreamClear Linux 34770Debian BullseyeDebian 10.1070140210280350SE +/- 3.71, N = 3SE +/- 4.05, N = 9SE +/- 1.45, N = 3SE +/- 4.35, N = 9SE +/- 2.66, N = 7SE +/- 3.51, N = 3SE +/- 2.31, N = 3319297296293292287282MIN: 1 / MAX: 1427MIN: 1 / MAX: 1469MIN: 1 / MAX: 896MIN: 1 / MAX: 1453MIN: 1 / MAX: 1157MIN: 1 / MAX: 1036MIN: 1 / MAX: 852

LuxCoreRender

Scene: DLSC - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUClear Linux 34770Ubuntu 21.04Debian 10.10CentOS StreamFedora Server 34Debian BullseyeUbuntu 20.04.2 LTS1.2422.4843.7264.9686.21SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.525.475.475.465.465.455.45MIN: 5.4 / MAX: 5.88MIN: 5.32 / MAX: 5.83MIN: 5.25 / MAX: 5.85MIN: 5.27 / MAX: 5.81MIN: 5.31 / MAX: 5.8MIN: 5.34 / MAX: 5.91MIN: 5.34 / MAX: 5.8

LuxCoreRender

Scene: Danish Mood - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUClear Linux 34770Debian BullseyeCentOS StreamFedora Server 34Debian 10.10Ubuntu 20.04.2 LTSUbuntu 21.041.00582.01163.01744.02325.029SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 34.474.424.404.394.364.324.30MIN: 1.75 / MAX: 5.18MIN: 1.72 / MAX: 5.11MIN: 1.78 / MAX: 5.12MIN: 1.77 / MAX: 5.1MIN: 1.73 / MAX: 5.08MIN: 1.72 / MAX: 5.09MIN: 1.71 / MAX: 5.01

LuxCoreRender

Scene: Orange Juice - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: CPUDebian BullseyeClear Linux 34770Debian 10.10Ubuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTSCentOS Stream246810SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 38.398.368.338.308.298.298.25MIN: 7.42 / MAX: 8.88MIN: 7.45 / MAX: 8.82MIN: 7.33 / MAX: 8.83MIN: 7.42 / MAX: 8.8MIN: 7.33 / MAX: 8.74MIN: 7.33 / MAX: 8.75MIN: 7.37 / MAX: 8.69

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUClear Linux 34770Debian BullseyeCentOS StreamDebian 10.10Ubuntu 20.04.2 LTSFedora Server 34Ubuntu 21.041.082.163.244.325.4SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 34.804.794.744.744.734.684.66MIN: 1.84 / MAX: 5.58MIN: 1.84 / MAX: 5.61MIN: 1.79 / MAX: 5.53MIN: 1.76 / MAX: 5.58MIN: 1.81 / MAX: 5.53MIN: 1.77 / MAX: 5.48MIN: 1.72 / MAX: 5.47

LuxCoreRender

Scene: Rainbow Colors and Prism - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: CPUClear Linux 34770Debian 10.10CentOS StreamDebian BullseyeUbuntu 20.04.2 LTSUbuntu 21.04Fedora Server 3448121620SE +/- 0.31, N = 15SE +/- 0.30, N = 15SE +/- 0.29, N = 15SE +/- 0.26, N = 15SE +/- 0.19, N = 15SE +/- 0.18, N = 15SE +/- 0.10, N = 317.4817.1417.0116.7516.3816.2916.11MIN: 15.46 / MAX: 18.92MIN: 14.81 / MAX: 19.08MIN: 14.75 / MAX: 19.11MIN: 14.5 / MAX: 18.42MIN: 14.52 / MAX: 18.74MIN: 14.52 / MAX: 18.28MIN: 14.68 / MAX: 16.32

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareCentOS StreamClear Linux 34770Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.040.85521.71042.56563.42084.276SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.007, N = 3SE +/- 0.010, N = 3SE +/- 0.005, N = 33.8013.7773.7563.6403.6393.581-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Clear Linux 34770Ubuntu 20.04.2 LTSFedora Server 34Debian 10.10Debian BullseyeCentOS StreamUbuntu 21.0420M40M60M80M100MSE +/- 571137.88, N = 3SE +/- 1927474.75, N = 15SE +/- 2249941.31, N = 15SE +/- 2823751.60, N = 12SE +/- 1339128.86, N = 12SE +/- 1319329.81, N = 12SE +/- 2082274.38, N = 1290502153786589797847051978433118781121337763192773584941-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -fopenmp

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CDebian BullseyeUbuntu 20.04.2 LTSDebian 10.10Ubuntu 21.04Clear Linux 34770CentOS StreamFedora Server 3420K40K60K80K100KSE +/- 44.18, N = 3SE +/- 203.96, N = 3SE +/- 319.12, N = 3SE +/- 108.57, N = 3SE +/- 114.01, N = 3SE +/- 4.57, N = 3SE +/- 482.34, N = 989192.7787954.9887888.3887240.0587029.1521314.0420507.55-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Debian Bullseye: Open MPI 4.1.03. Ubuntu 20.04.2 LTS: Open MPI 4.0.34. Debian 10.10: Open MPI 3.1.35. Ubuntu 21.04: Open MPI 4.1.06. Clear Linux 34770: 3.2

NAS Parallel Benchmarks

Test / Class: CG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CDebian BullseyeUbuntu 20.04.2 LTSClear Linux 34770Ubuntu 21.04Fedora Server 34CentOS Stream7K14K21K28K35KSE +/- 246.35, N = 3SE +/- 271.73, N = 3SE +/- 170.00, N = 3SE +/- 408.24, N = 3SE +/- 10.91, N = 3SE +/- 138.23, N = 430352.2129891.7129639.9328970.4613587.6112924.77-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Debian Bullseye: Open MPI 4.1.03. Ubuntu 20.04.2 LTS: Open MPI 4.0.34. Clear Linux 34770: 3.25. Ubuntu 21.04: Open MPI 4.1.0

NAS Parallel Benchmarks

Test / Class: EP.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DDebian BullseyeUbuntu 20.04.2 LTSUbuntu 21.04Clear Linux 34770Fedora Server 34CentOS Stream6001200180024003000SE +/- 8.37, N = 3SE +/- 21.45, N = 13SE +/- 22.22, N = 15SE +/- 35.45, N = 12SE +/- 28.47, N = 14SE +/- 15.88, N = 122965.212934.262929.742844.381601.221006.08-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Debian Bullseye: Open MPI 4.1.03. Ubuntu 20.04.2 LTS: Open MPI 4.0.34. Ubuntu 21.04: Open MPI 4.1.05. Clear Linux 34770: 3.2

NAS Parallel Benchmarks

Test / Class: FT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CDebian BullseyeClear Linux 34770Ubuntu 20.04.2 LTSUbuntu 21.04CentOS StreamFedora Server 3411K22K33K44K55KSE +/- 134.89, N = 3SE +/- 318.68, N = 3SE +/- 40.78, N = 3SE +/- 352.28, N = 11SE +/- 49.69, N = 3SE +/- 43.58, N = 349076.2448459.8147059.6846810.9118869.8717996.09-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Debian Bullseye: Open MPI 4.1.03. Clear Linux 34770: 3.24. Ubuntu 20.04.2 LTS: Open MPI 4.0.35. Ubuntu 21.04: Open MPI 4.1.0

NAS Parallel Benchmarks

Test / Class: IS.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DClear Linux 34770Ubuntu 21.04Ubuntu 20.04.2 LTSDebian BullseyeFedora Server 34CentOS Stream5001000150020002500SE +/- 43.89, N = 12SE +/- 19.12, N = 3SE +/- 8.29, N = 3SE +/- 10.78, N = 3SE +/- 11.91, N = 4SE +/- 6.10, N = 32177.721984.731786.821731.341092.18958.16-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Clear Linux 34770: 3.23. Ubuntu 21.04: Open MPI 4.1.04. Ubuntu 20.04.2 LTS: Open MPI 4.0.35. Debian Bullseye: Open MPI 4.1.0

NAS Parallel Benchmarks

Test / Class: SP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CClear Linux 34770Debian 10.10Ubuntu 20.04.2 LTSDebian BullseyeUbuntu 21.04CentOS StreamFedora Server 347K14K21K28K35KSE +/- 66.76, N = 3SE +/- 79.00, N = 3SE +/- 59.03, N = 3SE +/- 72.73, N = 3SE +/- 44.33, N = 3SE +/- 5.32, N = 3SE +/- 44.59, N = 333882.2133843.8533234.2833101.4032826.2210303.9610058.28-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Clear Linux 34770: 3.23. Debian 10.10: Open MPI 3.1.34. Ubuntu 20.04.2 LTS: Open MPI 4.0.35. Debian Bullseye: Open MPI 4.1.06. Ubuntu 21.04: Open MPI 4.1.0

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.32.2VGR Performance MetricUbuntu 20.04.2 LTSDebian BullseyeUbuntu 21.04Fedora Server 34Debian 10.10CentOS Stream90K180K270K360K450K4224814201564198354177814091254068231. (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

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsDebian BullseyeDebian 10.10Ubuntu 20.04.2 LTSFedora Server 34Clear Linux 34770CentOS StreamUbuntu 21.040.15220.30440.45660.60880.761SE +/- 0.00045, N = 3SE +/- 0.00019, N = 3SE +/- 0.00041, N = 3SE +/- 0.00051, N = 3SE +/- 0.00015, N = 3SE +/- 0.00027, N = 3SE +/- 0.00361, N = 30.671310.671930.672520.673550.673730.674150.67638

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetDebian BullseyeUbuntu 20.04.2 LTSDebian 10.10Fedora Server 34Clear Linux 34770Ubuntu 21.04CentOS Stream20K40K60K80K100KSE +/- 292.33, N = 3SE +/- 188.81, N = 3SE +/- 372.87, N = 3SE +/- 521.49, N = 3SE +/- 789.17, N = 3SE +/- 2084.38, N = 15SE +/- 2095.69, N = 1569107.369192.669846.270453.972315.683600.887580.8

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Debian BullseyeUbuntu 20.04.2 LTSClear Linux 34770Fedora Server 34Debian 10.10CentOS StreamUbuntu 21.04200K400K600K800K1000KSE +/- 1376.88, N = 3SE +/- 2093.15, N = 3SE +/- 4646.48, N = 3SE +/- 6145.17, N = 3SE +/- 4599.44, N = 3SE +/- 4791.59, N = 3SE +/- 7728.90, N = 159322519366949401269418929424089441051052955

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 20.04.2 LTSDebian BullseyeClear Linux 34770Fedora Server 34Debian 10.10CentOS StreamUbuntu 21.0411K22K33K44K55KSE +/- 161.47, N = 3SE +/- 101.03, N = 3SE +/- 88.65, N = 3SE +/- 107.46, N = 3SE +/- 96.21, N = 3SE +/- 897.43, N = 13SE +/- 684.51, N = 1543688.443711.543840.543885.744222.945933.150144.4

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantClear Linux 34770Debian BullseyeUbuntu 20.04.2 LTSFedora Server 34Debian 10.10CentOS StreamUbuntu 21.0411K22K33K44K55KSE +/- 12.85, N = 3SE +/- 25.57, N = 3SE +/- 88.51, N = 3SE +/- 170.17, N = 3SE +/- 94.70, N = 3SE +/- 461.80, N = 3SE +/- 515.28, N = 1546345.646349.846472.946557.746650.147417.352961.5

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Debian BullseyeDebian 10.10Ubuntu 20.04.2 LTSFedora Server 34Clear Linux 34770CentOS StreamUbuntu 21.04200K400K600K800K1000KSE +/- 1598.54, N = 3SE +/- 156.42, N = 3SE +/- 1339.58, N = 3SE +/- 1783.60, N = 3SE +/- 2058.27, N = 3SE +/- 2990.07, N = 3SE +/- 18410.13, N = 12834703834724835539837065837254843780943408

Mobile Neural Network

Model: mobilenetV3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3Clear Linux 34770Ubuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTSCentOS StreamDebian BullseyeDebian 10.100.65391.30781.96172.61563.2695SE +/- 0.018, N = 15SE +/- 0.025, N = 3SE +/- 0.029, N = 15SE +/- 0.027, N = 5SE +/- 0.018, N = 3SE +/- 0.033, N = 15SE +/- 0.055, N = 122.2642.4962.5352.5722.5842.6162.906-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.14 / MAX: 5.27MIN: 2.41 / MAX: 3.32MIN: 2.28 / MAX: 3.47MIN: 2.44 / MAX: 4.26MIN: 2.51 / MAX: 2.98MIN: 2.33 / MAX: 5.48MIN: 2.52 / MAX: 6.631. (CXX) g++ options: -O3 -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: squeezenetv1.1

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1Fedora Server 34Ubuntu 20.04.2 LTSCentOS StreamUbuntu 21.04Clear Linux 34770Debian BullseyeDebian 10.101.0622.1243.1864.2485.31SE +/- 0.035, N = 15SE +/- 0.037, N = 5SE +/- 0.084, N = 3SE +/- 0.027, N = 3SE +/- 0.046, N = 15SE +/- 0.029, N = 15SE +/- 0.046, N = 124.0424.1444.3554.3774.4094.6764.720MIN: 3.75 / MAX: 13.49MIN: 4.02 / MAX: 6.05MIN: 4.13 / MAX: 5.15MIN: 4.25 / MAX: 5.48-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.99 / MAX: 9.37MIN: 4.15 / MAX: 20.3MIN: 4.17 / MAX: 23.321. (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

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50Fedora Server 34Ubuntu 21.04Ubuntu 20.04.2 LTSCentOS StreamClear Linux 34770Debian BullseyeDebian 10.10612182430SE +/- 0.28, N = 15SE +/- 0.25, N = 3SE +/- 0.08, N = 5SE +/- 0.43, N = 3SE +/- 0.27, N = 15SE +/- 0.38, N = 15SE +/- 0.28, N = 1218.9321.6621.9522.0322.3522.5223.74MIN: 17.69 / MAX: 159.34MIN: 20.46 / MAX: 205.8MIN: 20.25 / MAX: 89.25MIN: 20.86 / MAX: 39.15-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 19.88 / MAX: 62.08MIN: 20.6 / MAX: 109.28MIN: 22.27 / MAX: 64.141. (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

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0Fedora Server 34Ubuntu 20.04.2 LTSDebian BullseyeDebian 10.10Clear Linux 34770CentOS StreamUbuntu 21.04246810SE +/- 0.049, N = 15SE +/- 0.096, N = 5SE +/- 0.094, N = 15SE +/- 0.099, N = 12SE +/- 0.116, N = 15SE +/- 0.088, N = 3SE +/- 0.027, N = 35.7676.0946.2046.3266.5396.7766.900MIN: 5.34 / MAX: 18.22MIN: 5.73 / MAX: 12.28MIN: 5.43 / MAX: 24.5MIN: 5.64 / MAX: 13.73-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 5.73 / MAX: 9.75MIN: 6.24 / MAX: 13.86MIN: 6.51 / MAX: 10.521. (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

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224Ubuntu 20.04.2 LTSUbuntu 21.04Fedora Server 34Clear Linux 34770Debian BullseyeDebian 10.10CentOS Stream0.96191.92382.88573.84764.8095SE +/- 0.095, N = 5SE +/- 0.025, N = 3SE +/- 0.046, N = 14SE +/- 0.078, N = 15SE +/- 0.107, N = 15SE +/- 0.072, N = 12SE +/- 0.051, N = 33.9473.9553.9754.0264.0344.2424.275MIN: 3.62 / MAX: 5.86MIN: 3.85 / MAX: 8.92MIN: 3.37 / MAX: 43.2-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.61 / MAX: 7.37MIN: 3.48 / MAX: 7.15MIN: 3.8 / MAX: 6.21MIN: 3.78 / MAX: 21.471. (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

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0Ubuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34CentOS StreamClear Linux 34770Debian 10.10Debian Bullseye0.85411.70822.56233.41644.2705SE +/- 0.013, N = 3SE +/- 0.077, N = 5SE +/- 0.057, N = 15SE +/- 0.195, N = 3SE +/- 0.082, N = 15SE +/- 0.086, N = 12SE +/- 0.083, N = 152.7342.8492.8942.9322.9813.4823.796MIN: 2.67 / MAX: 3.88MIN: 2.57 / MAX: 7.42MIN: 2.55 / MAX: 7.14MIN: 2.63 / MAX: 4.03-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.55 / MAX: 34.68MIN: 2.98 / MAX: 5.1MIN: 2.99 / MAX: 6.121. (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

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v3Fedora Server 34Clear Linux 34770Ubuntu 20.04.2 LTSUbuntu 21.04Debian 10.10CentOS StreamDebian Bullseye714212835SE +/- 0.14, N = 15SE +/- 0.24, N = 15SE +/- 0.22, N = 5SE +/- 0.18, N = 3SE +/- 0.23, N = 12SE +/- 0.33, N = 3SE +/- 0.10, N = 1522.6023.7524.3624.4226.4727.5227.65MIN: 21.09 / MAX: 293.57-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 22.09 / MAX: 118.52MIN: 23.32 / MAX: 78.89MIN: 23.37 / MAX: 128.04MIN: 23.92 / MAX: 128.7MIN: 26.2 / MAX: 115.35MIN: 25.83 / MAX: 133.21. (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

TNN

Target: CPU - Model: DenseNet

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetDebian 10.10Clear Linux 34770Ubuntu 20.04.2 LTSCentOS StreamFedora Server 34Debian BullseyeUbuntu 21.047001400210028003500SE +/- 3.53, N = 3SE +/- 2.55, N = 3SE +/- 0.81, N = 3SE +/- 3.26, N = 3SE +/- 20.85, N = 3SE +/- 9.62, N = 3SE +/- 50.91, N = 122822.382895.452907.272957.073042.863098.333182.60MIN: 2717.84 / MAX: 3264.89-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2840.51 / MAX: 3007.47MIN: 2834.03 / MAX: 3318.39MIN: 2883.16 / MAX: 3348.08MIN: 2872.4 / MAX: 3417.28MIN: 2905.58 / MAX: 3528.68MIN: 2922.01 / MAX: 3982.531. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Debian 10.10Clear Linux 34770Ubuntu 20.04.2 LTSFedora Server 34CentOS StreamDebian BullseyeUbuntu 21.0470140210280350SE +/- 2.75, N = 3SE +/- 0.17, N = 3SE +/- 0.71, N = 3SE +/- 2.56, N = 3SE +/- 0.46, N = 3SE +/- 3.50, N = 4SE +/- 3.07, N = 6286.25289.53290.34296.55301.64307.53316.89MIN: 280.64 / MAX: 370.21-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 287.89 / MAX: 295.67MIN: 286.82 / MAX: 344.05MIN: 285.14 / MAX: 355.51MIN: 299.49 / MAX: 336.37MIN: 283.29 / MAX: 381.19MIN: 286.82 / MAX: 389.031. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2Debian BullseyeDebian 10.10Ubuntu 20.04.2 LTSCentOS StreamFedora Server 34Clear Linux 34770Ubuntu 21.041530456075SE +/- 0.47, N = 3SE +/- 0.67, N = 5SE +/- 0.31, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.60, N = 7SE +/- 0.11, N = 362.1762.2262.6062.6264.8165.8366.29MIN: 61.16 / MAX: 62.91MIN: 60.94 / MAX: 65.02MIN: 61.94 / MAX: 63.37MIN: 62.33 / MAX: 63.1MIN: 64.62 / MAX: 65.08-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 64.59 / MAX: 69.38MIN: 65.53 / MAX: 69.341. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1Debian 10.10Ubuntu 20.04.2 LTSDebian BullseyeCentOS StreamClear Linux 34770Fedora Server 34Ubuntu 21.0460120180240300SE +/- 0.36, N = 3SE +/- 0.08, N = 3SE +/- 0.57, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3268.00269.18269.36269.47270.35271.39277.58MIN: 267.47 / MAX: 295.77MIN: 268.98 / MAX: 269.45MIN: 268.62 / MAX: 270.75MIN: 269.22 / MAX: 269.91-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 270.03 / MAX: 270.92MIN: 271.08 / MAX: 271.69MIN: 277.01 / MAX: 283.061. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Xcompact3d Incompact3d

Input: input.i3d 193 Cells Per Direction

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionClear Linux 34770Debian BullseyeUbuntu 20.04.2 LTSCentOS StreamUbuntu 21.04Fedora Server 34714212835SE +/- 0.20, N = 3SE +/- 0.20, N = 15SE +/- 0.28, N = 6SE +/- 0.18, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 327.1627.7027.8828.6528.8129.04-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Clear Linux 34770Debian 10.10CentOS StreamDebian BullseyeFedora Server 34Ubuntu 21.04Ubuntu 20.04.2 LTS0.85881.71762.57643.43524.294SE +/- 0.031, N = 4SE +/- 0.037, N = 3SE +/- 0.024, N = 15SE +/- 0.021, N = 15SE +/- 0.030, N = 9SE +/- 0.040, N = 5SE +/- 0.018, N = 32.6092.7852.8172.8733.6203.7853.8171. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessClear Linux 34770CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04714212835SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.31, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 326.1527.0027.2427.4027.8830.2230.521. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 10, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessClear Linux 34770CentOS StreamDebian BullseyeDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04246810SE +/- 0.027, N = 3SE +/- 0.064, N = 3SE +/- 0.015, N = 3SE +/- 0.079, N = 15SE +/- 0.006, N = 3SE +/- 0.060, N = 6SE +/- 0.047, N = 114.9155.1885.2985.3236.1856.2876.3021. (CXX) g++ options: -O3 -fPIC -lm

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileDebian BullseyeUbuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTSDebian 10.101428425670SE +/- 0.17, N = 3SE +/- 0.64, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 3SE +/- 0.36, N = 353.4354.6354.9557.9163.29

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileDebian 10.10CentOS StreamClear Linux 34770Ubuntu 21.04Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS816243240SE +/- 0.22, N = 10SE +/- 0.28, N = 7SE +/- 0.26, N = 8SE +/- 0.35, N = 4SE +/- 0.46, N = 3SE +/- 0.40, N = 4SE +/- 0.36, N = 529.4931.1331.1731.4532.0334.0235.14

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: NinjaDebian 10.10CentOS StreamDebian BullseyeFedora Server 34Ubuntu 21.04Ubuntu 20.04.2 LTS50100150200250SE +/- 0.13, N = 3SE +/- 0.67, N = 3SE +/- 0.11, N = 3SE +/- 0.77, N = 3SE +/- 0.97, N = 3SE +/- 0.86, N = 3185.20192.20202.01209.69209.93232.76

Timed LLVM Compilation

Build System: Unix Makefiles

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: Unix MakefilesDebian 10.10CentOS StreamUbuntu 21.04Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 3.17, N = 3SE +/- 0.88, N = 3SE +/- 0.65, N = 3SE +/- 2.32, N = 3SE +/- 1.83, N = 3SE +/- 1.53, N = 3223.26227.74250.22250.57257.17286.38

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileDebian 10.10CentOS StreamDebian BullseyeFedora Server 34Ubuntu 21.04Ubuntu 20.04.2 LTS306090120150SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 3SE +/- 0.47, N = 3SE +/- 0.10, N = 3123.14127.50134.41137.59140.35151.65

Timed Wasmer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 1.0.2Time To CompileUbuntu 21.04Fedora Server 34CentOS StreamDebian BullseyeUbuntu 20.04.2 LTS1428425670SE +/- 0.24, N = 3SE +/- 0.19, N = 3SE +/- 0.63, N = 3SE +/- 0.57, N = 3SE +/- 0.35, N = 340.2341.5045.0160.6461.241. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: ExhaustiveDebian BullseyeClear Linux 34770Fedora Server 34Ubuntu 21.04Ubuntu 20.04.2 LTSCentOS Stream612182430SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 323.4623.5123.5223.5823.6823.931. (CXX) g++ options: -O3 -flto -pthread

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyCentOS StreamClear Linux 34770Debian 10.10Debian BullseyeUbuntu 20.04.2 LTSFedora Server 34Ubuntu 21.041224364860SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 352.2552.2552.4452.5552.8553.1353.59

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyDebian BullseyeClear Linux 34770Debian 10.10CentOS StreamUbuntu 20.04.2 LTSFedora Server 34Ubuntu 21.04306090120150SE +/- 0.13, N = 3SE +/- 0.38, N = 3SE +/- 0.27, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3145.38145.82146.09146.29146.51146.65147.55

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyDebian BullseyeCentOS StreamClear Linux 34770Debian 10.10Ubuntu 20.04.2 LTSFedora Server 34Ubuntu 21.044080120160200SE +/- 0.28, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.98, N = 3SE +/- 0.05, N = 3SE +/- 0.29, N = 3SE +/- 0.18, N = 3189.90190.76190.95192.55195.79196.64197.52

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianClear Linux 34770CentOS StreamDebian 10.10Ubuntu 20.04.2 LTS246810SE +/- 0.065, N = 3SE +/- 0.071, N = 3SE +/- 0.035, N = 3SE +/- 0.070, N = 35.9386.2936.6716.805

Phoronix Test Suite v10.8.4