EPYC Tyan Server

AMD EPYC 7543 32-Core testing with a TYAN S8036GM2NE-LE (V2.00.B21 BIOS) and llvmpipe on CentOS Stream 8 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2106232-IB-2106220IB29&sro.

EPYC Tyan ServerProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionVulkanUbuntu 20.04.2 LTSFedora Server 34Debian 10.10Debian BullseyeCentOS StreamAMD 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 20210514xfsOpenBenchmarking.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: 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 - 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 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: 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 3.6.8Security 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

EPYC Tyan Serverhpcg: npb: BT.Cnpb: CG.Cnpb: EP.Dnpb: FT.Cnpb: IS.Dnpb: LU.Cnpb: MG.Cnpb: SP.Cminife: Smallnamd: ATPase Simulation - 327,506 Atomsnwchem: C240 Buckyballincompact3d: input.i3d 193 Cells Per Directionopenfoam: Motorbike 30Mopenfoam: Motorbike 60Mxmrig: Monero - 1Mxmrig: Wownero - 1Mluxcorerender: DLSC - CPUluxcorerender: Danish Mood - CPUluxcorerender: Orange Juice - CPUluxcorerender: LuxCore Benchmark - CPUluxcorerender: Rainbow Colors and Prism - CPUospray: San Miguel - Path Tracerospray: XFrog Forest - Path Tracerospray: NASA Streamlines - Path Tracerospray: Magnetic Reconnection - Path Tracerembree: 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 4Koidn: RT.hdr_alb_nrm.3840x2160oidn: RT.ldr_alb_nrm.3840x2160oidn: RTLightmap.hdr.4096x4096openvkl: vklBenchmarkavifenc: 10avifenc: 6, Losslessavifenc: 10, Losslessbuild-godot: Time To Compilebuild-linux-kernel: Time To Compilebuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-mesa: Time To Compilebuild-nodejs: Time To Compilebuild-wasmer: Time To Compilegromacs: MPI CPU - water_GMX50_baretensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2astcenc: Exhaustivegpaw: Carbon Nanotubemnn: 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 v1.1plaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - ResNet 50 - CPUopenvino: Face Detection 0106 FP16 - CPUopenvino: Face Detection 0106 FP16 - CPUopenvino: Face Detection 0106 FP32 - CPUopenvino: Face Detection 0106 FP32 - CPUopenvino: Person Detection 0106 FP16 - CPUopenvino: Person Detection 0106 FP16 - CPUopenvino: Person Detection 0106 FP32 - CPUopenvino: Person Detection 0106 FP32 - CPUopenvino: 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 - CPUblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Barbershop - CPU-Onlyonnx: yolov4 - OpenMP CPUonnx: bertsquad-10 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUnumenta-nab: EXPoSEnumenta-nab: Relative Entropynumenta-nab: Windowed Gaussiannumenta-nab: Earthgecko Skylinenumenta-nab: Bayesian Changepointkripke: brl-cad: VGR Performance MetricUbuntu 20.04.2 LTSFedora Server 34Debian 10.10Debian BullseyeCentOS Stream12.877887954.9829891.712934.2647059.681786.82102552.8449265.3633234.2811203.040.672523116.927.876948022.24237.3821914.923123.15.454.328.294.7316.383.724.4712.3550033.318737.18651.93120.85124.65282.38458.18349.16353.98264.896.1613.630.900.900.452973.81730.2226.28757.90735.137232.758286.37522.747151.64761.2413.63969192.693669488673.143688.446472.983553923.6779114.8962.5724.14421.9546.0943.9472.84924.3612907.266290.33762.597269.18226.7322.499.046.252548.126.252551.274.573486.444.583448.7120273.780.7620458.870.7652.85146.51195.79291445931086647751397.77613.0476.80576.41426.8427865897942248111.713020507.5513587.611601.2217996.091092.1821406.4523154.5410058.2810017.790.6735529.03664785.464.398.294.6816.113.704.4612.3550033.389337.38381.91318.34524.71281.37434.07291.76305.14272.556.8916.230.960.960.482963.62027.8816.18554.94834.019209.690257.168137.58841.4983.64070453.9941892111782.443885.746557.783706523.51672.5354.04218.9335.7673.9752.89422.6033042.861296.54764.811271.39126.9622.138.5953.13146.65196.64277440841091148847847051941778187888.3833843.8510918.400.6719322334.523003.35.474.368.334.7417.143.734.4812.5444.4432.587232.44101.85220.71625.19296.57537.01344.93353.73297.416.0513.030.870.870.442822.78527.2375.32363.29329.492185.201223.264123.13969846.294240875742.344222.946650.18347242.9064.72023.7366.3264.2423.48226.4712822.380286.25462.217268.00333.5427.959.6052.44146.09192.55233432751106450181120.73012.3216.67175.36835.8127843311840912511.794189192.7730352.212965.2149076.241731.34105456.9550128.6033101.4013355.40.671313101.227.701865021.77236.5823576.324478.35.454.428.394.7916.753.784.5012.66422.2233.520437.31531.70714.87524.96273.70429.71256.35259.56236.326.529.310.890.940.462872.87327.3955.29853.42632.031202.013250.57320.273134.40760.6413.75669107.393225184817.343711.546349.883470323.46052.6164.67622.5206.2044.0343.79627.6513098.333307.53462.165269.35833.8727.679.6152.55145.38189.90282424731128345977811213342015612.458621314.0412924.771006.0818869.87958.1621087.2623036.9310303.967928.400.6741528.64774265.464.408.254.7417.013.744.4612.550033.296037.22811.95922.40224.76285.20467.20303.33303.00274.026.4814.890.940.950.472932.81727.0005.18831.134192.197227.74120.082127.49845.0073.80187580.894410518665845933.147417.384378023.92992.5844.35522.0346.7764.2752.93227.5192957.066301.63762.620269.46733.5927.927.5952.25146.29190.7624242774969944751014.36411.6376.29366.49736.14077631927406823OpenBenchmarking.org

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1CentOS StreamDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTS3691215SE +/- 0.13, N = 12SE +/- 0.64, N = 9SE +/- 0.60, N = 12SE +/- 0.01, N = 312.4611.7911.7112.881. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS20K40K60K80K100KSE +/- 4.57, N = 3SE +/- 319.12, N = 3SE +/- 44.18, N = 3SE +/- 482.34, N = 9SE +/- 203.96, N = 321314.0487888.3889192.7720507.5587954.98-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 10.10: Open MPI 3.1.33. Debian Bullseye: Open MPI 4.1.04. Ubuntu 20.04.2 LTS: Open MPI 4.0.3

NAS Parallel Benchmarks

Test / Class: CG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CCentOS StreamDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTS7K14K21K28K35KSE +/- 138.23, N = 4SE +/- 246.35, N = 3SE +/- 10.91, N = 3SE +/- 271.73, N = 312924.7730352.2113587.6129891.71-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 4.0.3

NAS Parallel Benchmarks

Test / Class: EP.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DCentOS StreamDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTS6001200180024003000SE +/- 15.88, N = 12SE +/- 8.37, N = 3SE +/- 28.47, N = 14SE +/- 21.45, N = 131006.082965.211601.222934.26-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 4.0.3

NAS Parallel Benchmarks

Test / Class: FT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CCentOS StreamDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTS11K22K33K44K55KSE +/- 49.69, N = 3SE +/- 134.89, N = 3SE +/- 43.58, N = 3SE +/- 40.78, N = 318869.8749076.2417996.0947059.68-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 4.0.3

NAS Parallel Benchmarks

Test / Class: IS.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DCentOS StreamDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTS400800120016002000SE +/- 6.10, N = 3SE +/- 10.78, N = 3SE +/- 11.91, N = 4SE +/- 8.29, N = 3958.161731.341092.181786.82-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 4.0.3

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CCentOS StreamDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTS20K40K60K80K100KSE +/- 94.10, N = 3SE +/- 824.08, N = 3SE +/- 42.83, N = 3SE +/- 609.71, N = 321087.26105456.9521406.45102552.84-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 4.0.3

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CCentOS StreamDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTS11K22K33K44K55KSE +/- 231.31, N = 15SE +/- 60.07, N = 3SE +/- 467.47, N = 15SE +/- 83.51, N = 323036.9350128.6023154.5449265.36-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 4.0.3

NAS Parallel Benchmarks

Test / Class: SP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS7K14K21K28K35KSE +/- 5.32, N = 3SE +/- 79.00, N = 3SE +/- 72.73, N = 3SE +/- 44.59, N = 3SE +/- 59.03, N = 310303.9633843.8533101.4010058.2833234.28-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 10.10: Open MPI 3.1.33. Debian Bullseye: Open MPI 4.1.04. Ubuntu 20.04.2 LTS: Open MPI 4.0.3

miniFE

Problem Size: Small

OpenBenchmarking.orgCG Mflops, More Is BetterminiFE 2.2Problem Size: SmallCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS3K6K9K12K15KSE +/- 381.69, N = 12SE +/- 241.94, N = 15SE +/- 374.12, N = 12SE +/- 203.18, N = 12SE +/- 260.75, N = 157928.4010918.4013355.4010017.7911203.041. (CXX) g++ options: -O3 -fopenmp -pthread -lmpi_cxx -lmpi

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS0.15170.30340.45510.60680.7585SE +/- 0.00027, N = 3SE +/- 0.00019, N = 3SE +/- 0.00045, N = 3SE +/- 0.00051, N = 3SE +/- 0.00041, N = 30.674150.671930.671310.673550.67252

NWChem

Input: C240 Buckyball

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballDebian BullseyeUbuntu 20.04.2 LTS70014002100280035003101.23116.9-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lz1. (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 -lm -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

Xcompact3d Incompact3d

Input: input.i3d 193 Cells Per Direction

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionCentOS StreamDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTS714212835SE +/- 0.18, N = 3SE +/- 0.20, N = 15SE +/- 0.09, N = 3SE +/- 0.28, N = 628.6527.7029.0427.88-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

OpenFOAM

Input: Motorbike 30M

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MDebian BullseyeUbuntu 20.04.2 LTS510152025SE +/- 0.07, N = 3SE +/- 0.05, N = 321.7722.241. (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

OpenFOAM

Input: Motorbike 60M

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60MDebian BullseyeUbuntu 20.04.2 LTS50100150200250SE +/- 0.08, N = 3SE +/- 0.07, N = 3236.58237.381. (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

Xmrig

Variant: Monero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MDebian 10.10Debian BullseyeUbuntu 20.04.2 LTS5K10K15K20K25KSE +/- 52.41, N = 3SE +/- 32.24, N = 3SE +/- 33.78, N = 322334.523576.321914.91. (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 10.10Debian BullseyeUbuntu 20.04.2 LTS5K10K15K20K25KSE +/- 79.23, N = 3SE +/- 30.16, N = 3SE +/- 36.32, N = 323003.324478.323123.11. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

LuxCoreRender

Scene: DLSC - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS1.23082.46163.69244.92326.154SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 35.465.475.455.465.45MIN: 5.27 / MAX: 5.81MIN: 5.25 / MAX: 5.85MIN: 5.34 / MAX: 5.91MIN: 5.31 / MAX: 5.8MIN: 5.34 / MAX: 5.8

LuxCoreRender

Scene: Danish Mood - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS0.99451.9892.98353.9784.9725SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 34.404.364.424.394.32MIN: 1.78 / MAX: 5.12MIN: 1.73 / MAX: 5.08MIN: 1.72 / MAX: 5.11MIN: 1.77 / MAX: 5.1MIN: 1.72 / MAX: 5.09

LuxCoreRender

Scene: Orange Juice - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: CPUCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 38.258.338.398.298.29MIN: 7.37 / MAX: 8.69MIN: 7.33 / MAX: 8.83MIN: 7.42 / MAX: 8.88MIN: 7.33 / MAX: 8.74MIN: 7.33 / MAX: 8.75

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS1.07782.15563.23344.31125.389SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.744.744.794.684.73MIN: 1.79 / MAX: 5.53MIN: 1.76 / MAX: 5.58MIN: 1.84 / MAX: 5.61MIN: 1.77 / MAX: 5.48MIN: 1.81 / MAX: 5.53

LuxCoreRender

Scene: Rainbow Colors and Prism - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: CPUCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS48121620SE +/- 0.29, N = 15SE +/- 0.30, N = 15SE +/- 0.26, N = 15SE +/- 0.10, N = 3SE +/- 0.19, N = 1517.0117.1416.7516.1116.38MIN: 14.75 / MAX: 19.11MIN: 14.81 / MAX: 19.08MIN: 14.5 / MAX: 18.42MIN: 14.68 / MAX: 16.32MIN: 14.52 / MAX: 18.74

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS0.85051.7012.55153.4024.2525SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.743.733.783.703.72MIN: 3.23 / MAX: 3.79MIN: 2.99 / MAX: 3.75MIN: 2.73 / MAX: 3.8MIN: 3.01 / MAX: 3.73MIN: 2.87 / MAX: 3.75

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS1.01252.0253.03754.055.0625SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 34.464.484.504.464.47MIN: 4.03 / MAX: 4.5MIN: 4.37 / MAX: 4.5MIN: 3.82 / MAX: 4.52MIN: 4.05 / MAX: 4.5MIN: 4.24 / MAX: 4.5

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerCentOS StreamDebian 10.10Debian BullseyeFedora 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 = 312.5012.5012.6612.3512.35MIN: 9.71 / MAX: 12.66MIN: 9.8 / MAX: 12.66MIN: 9.8 / MAX: 12.82MIN: 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 TracerCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS110220330440550SE +/- 21.00, N = 15SE +/- 22.22, N = 15500.00444.44422.22500.00500.00MIN: 333.33MIN: 250 / MAX: 500MIN: 200 / MAX: 500MIN: 250MIN: 250

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS816243240SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 333.3032.5933.5233.3933.32MIN: 32.81 / MAX: 34.03MIN: 32.08 / MAX: 33.4MIN: 33.02 / MAX: 34.41MIN: 32.92 / MAX: 34.19MIN: 32.96 / MAX: 33.96

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS918273645SE +/- 0.10, N = 3SE +/- 0.64, N = 15SE +/- 0.22, N = 3SE +/- 0.15, N = 3SE +/- 0.26, N = 337.2332.4437.3237.3837.19MIN: 36.83 / MAX: 37.88MIN: 29.11 / MAX: 37.15MIN: 36.86 / MAX: 38.33MIN: 36.85 / MAX: 38.17MIN: 36.46 / MAX: 37.99

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 4KCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS0.44080.88161.32241.76322.204SE +/- 0.008, N = 3SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 31.9591.8521.7071.9131.9311. (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 4KCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS510152025SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 322.4020.7214.8818.3520.851. (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 1080pCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS612182430SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 324.7625.1924.9624.7124.651. (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 1080pCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 1.92, N = 3SE +/- 3.39, N = 3SE +/- 3.08, N = 4SE +/- 2.22, N = 3SE +/- 3.95, N = 3285.20296.57273.70281.37282.381. (CC) gcc options: -fPIE -fPIC -O3 -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 1080pCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS120240360480600SE +/- 12.08, N = 12SE +/- 6.17, N = 4SE +/- 8.24, N = 15SE +/- 6.12, N = 15SE +/- 12.16, N = 15467.20537.01429.71434.07458.181. (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 1080pCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS80160240320400SE +/- 3.44, N = 15SE +/- 2.58, N = 15SE +/- 2.14, N = 3SE +/- 1.79, N = 3SE +/- 4.22, N = 12303.33344.93256.35291.76349.161. (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 1080pCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS80160240320400SE +/- 2.40, N = 3SE +/- 1.49, N = 3SE +/- 0.27, N = 3SE +/- 2.17, N = 15SE +/- 2.18, N = 3303.00353.73259.56305.14353.981. (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 1080pCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 2.06, N = 3SE +/- 2.94, N = 3SE +/- 2.63, N = 5SE +/- 2.18, N = 3SE +/- 2.34, N = 3274.02297.41236.32272.55264.891. (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 4KCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS246810SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 36.486.056.526.896.161. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -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 4KCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS48121620SE +/- 0.10, N = 15SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 314.8913.039.3116.2313.631. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

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.3840x2160CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS0.2160.4320.6480.8641.08SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.940.870.890.960.90

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.3840x2160CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS0.2160.4320.6480.8641.08SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 30.950.870.940.960.90

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS0.1080.2160.3240.4320.54SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.470.440.460.480.45

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 4.35, N = 9SE +/- 2.31, N = 3SE +/- 3.51, N = 3SE +/- 1.45, N = 3SE +/- 4.05, N = 9293282287296297MIN: 1 / MAX: 1453MIN: 1 / MAX: 852MIN: 1 / MAX: 1036MIN: 1 / MAX: 896MIN: 1 / MAX: 1469

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS0.85881.71762.57643.43524.294SE +/- 0.024, N = 15SE +/- 0.037, N = 3SE +/- 0.021, N = 15SE +/- 0.030, N = 9SE +/- 0.018, N = 32.8172.7852.8733.6203.8171. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS714212835SE +/- 0.11, N = 3SE +/- 0.31, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 327.0027.2427.4027.8830.221. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 10, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS246810SE +/- 0.064, N = 3SE +/- 0.079, N = 15SE +/- 0.015, N = 3SE +/- 0.006, N = 3SE +/- 0.060, N = 65.1885.3235.2986.1856.2871. (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 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS1428425670SE +/- 0.36, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 363.2953.4354.9557.91

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS816243240SE +/- 0.28, N = 7SE +/- 0.22, N = 10SE +/- 0.46, N = 3SE +/- 0.40, N = 4SE +/- 0.36, N = 531.1329.4932.0334.0235.14

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: NinjaCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS50100150200250SE +/- 0.67, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 3SE +/- 0.77, N = 3SE +/- 0.86, N = 3192.20185.20202.01209.69232.76

Timed LLVM Compilation

Build System: Unix Makefiles

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: Unix MakefilesCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 0.88, N = 3SE +/- 3.17, N = 3SE +/- 2.32, N = 3SE +/- 1.83, N = 3SE +/- 1.53, N = 3227.74223.26250.57257.17286.38

Timed Mesa Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 21.0Time To CompileCentOS StreamDebian BullseyeUbuntu 20.04.2 LTS510152025SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.32, N = 320.0820.2722.75

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS306090120150SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3127.50123.14134.41137.59151.65

Timed Wasmer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 1.0.2Time To CompileCentOS StreamDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTS1428425670SE +/- 0.63, N = 3SE +/- 0.57, N = 3SE +/- 0.19, N = 3SE +/- 0.35, N = 345.0160.6441.5061.241. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareCentOS StreamDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTS0.85521.71042.56563.42084.276SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.007, N = 3SE +/- 0.010, N = 33.8013.7563.6403.6391. (CXX) g++ options: -O3 -pthread

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS20K40K60K80K100KSE +/- 2095.69, N = 15SE +/- 372.87, N = 3SE +/- 292.33, N = 3SE +/- 521.49, N = 3SE +/- 188.81, N = 387580.869846.269107.370453.969192.6

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS200K400K600K800K1000KSE +/- 4791.59, N = 3SE +/- 4599.44, N = 3SE +/- 1376.88, N = 3SE +/- 6145.17, N = 3SE +/- 2093.15, N = 3944105942408932251941892936694

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS40K80K120K160K200KSE +/- 12526.20, N = 15SE +/- 362.65, N = 3SE +/- 2109.59, N = 15SE +/- 3807.02, N = 15SE +/- 1510.00, N = 15186658.075742.384817.3111782.488673.1

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS10K20K30K40K50KSE +/- 897.43, N = 13SE +/- 96.21, N = 3SE +/- 101.03, N = 3SE +/- 107.46, N = 3SE +/- 161.47, N = 345933.144222.943711.543885.743688.4

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS10K20K30K40K50KSE +/- 461.80, N = 3SE +/- 94.70, N = 3SE +/- 25.57, N = 3SE +/- 170.17, N = 3SE +/- 88.51, N = 347417.346650.146349.846557.746472.9

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS200K400K600K800K1000KSE +/- 2990.07, N = 3SE +/- 156.42, N = 3SE +/- 1598.54, N = 3SE +/- 1783.60, N = 3SE +/- 1339.58, N = 3843780834724834703837065835539

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: ExhaustiveCentOS StreamDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTS612182430SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 323.9323.4623.5223.681. (CXX) g++ options: -O3 -flto -pthread

GPAW

Input: Carbon Nanotube

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

Mobile Neural Network

Model: mobilenetV3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS0.65391.30781.96172.61563.2695SE +/- 0.018, N = 3SE +/- 0.055, N = 12SE +/- 0.033, N = 15SE +/- 0.029, N = 15SE +/- 0.027, N = 52.5842.9062.6162.5352.572MIN: 2.51 / MAX: 2.98MIN: 2.52 / MAX: 6.63MIN: 2.33 / MAX: 5.48MIN: 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

Mobile Neural Network

Model: squeezenetv1.1

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS1.0622.1243.1864.2485.31SE +/- 0.084, N = 3SE +/- 0.046, N = 12SE +/- 0.029, N = 15SE +/- 0.035, N = 15SE +/- 0.037, N = 54.3554.7204.6764.0424.144MIN: 4.13 / MAX: 5.15MIN: 4.17 / MAX: 23.32MIN: 4.15 / MAX: 20.3MIN: 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

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS612182430SE +/- 0.43, N = 3SE +/- 0.28, N = 12SE +/- 0.38, N = 15SE +/- 0.28, N = 15SE +/- 0.08, N = 522.0323.7422.5218.9321.95MIN: 20.86 / MAX: 39.15MIN: 22.27 / MAX: 64.14MIN: 20.6 / MAX: 109.28MIN: 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

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS246810SE +/- 0.088, N = 3SE +/- 0.099, N = 12SE +/- 0.094, N = 15SE +/- 0.049, N = 15SE +/- 0.096, N = 56.7766.3266.2045.7676.094MIN: 6.24 / MAX: 13.86MIN: 5.64 / MAX: 13.73MIN: 5.43 / MAX: 24.5MIN: 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

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS0.96191.92382.88573.84764.8095SE +/- 0.051, N = 3SE +/- 0.072, N = 12SE +/- 0.107, N = 15SE +/- 0.046, N = 14SE +/- 0.095, N = 54.2754.2424.0343.9753.947MIN: 3.78 / MAX: 21.47MIN: 3.8 / MAX: 6.21MIN: 3.48 / MAX: 7.15MIN: 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

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS0.85411.70822.56233.41644.2705SE +/- 0.195, N = 3SE +/- 0.086, N = 12SE +/- 0.083, N = 15SE +/- 0.057, N = 15SE +/- 0.077, N = 52.9323.4823.7962.8942.849MIN: 2.63 / MAX: 4.03MIN: 2.98 / MAX: 5.1MIN: 2.99 / MAX: 6.12MIN: 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

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v3CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS714212835SE +/- 0.33, N = 3SE +/- 0.23, N = 12SE +/- 0.10, N = 15SE +/- 0.14, N = 15SE +/- 0.22, N = 527.5226.4727.6522.6024.36MIN: 26.2 / MAX: 115.35MIN: 23.92 / MAX: 128.7MIN: 25.83 / MAX: 133.2MIN: 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

TNN

Target: CPU - Model: DenseNet

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS7001400210028003500SE +/- 3.26, N = 3SE +/- 3.53, N = 3SE +/- 9.62, N = 3SE +/- 20.85, N = 3SE +/- 0.81, N = 32957.072822.383098.333042.862907.27MIN: 2883.16 / MAX: 3348.08MIN: 2717.84 / MAX: 3264.89MIN: 2905.58 / MAX: 3528.68MIN: 2872.4 / MAX: 3417.28MIN: 2834.03 / MAX: 3318.391. (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 v2CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS70140210280350SE +/- 0.46, N = 3SE +/- 2.75, N = 3SE +/- 3.50, N = 4SE +/- 2.56, N = 3SE +/- 0.71, N = 3301.64286.25307.53296.55290.34MIN: 299.49 / MAX: 336.37MIN: 280.64 / MAX: 370.21MIN: 283.29 / MAX: 381.19MIN: 285.14 / MAX: 355.51MIN: 286.82 / MAX: 344.051. (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 v2CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS1428425670SE +/- 0.16, N = 3SE +/- 0.67, N = 5SE +/- 0.47, N = 3SE +/- 0.06, N = 3SE +/- 0.31, N = 362.6262.2262.1764.8162.60MIN: 62.33 / MAX: 63.1MIN: 60.94 / MAX: 65.02MIN: 61.16 / MAX: 62.91MIN: 64.62 / MAX: 65.08MIN: 61.94 / MAX: 63.371. (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 v1.1CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 0.12, N = 3SE +/- 0.36, N = 3SE +/- 0.57, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3269.47268.00269.36271.39269.18MIN: 269.22 / MAX: 269.91MIN: 267.47 / MAX: 295.77MIN: 268.62 / MAX: 270.75MIN: 271.08 / MAX: 271.69MIN: 268.98 / MAX: 269.451. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS816243240SE +/- 0.27, N = 3SE +/- 0.25, N = 3SE +/- 0.46, N = 3SE +/- 0.19, N = 3SE +/- 0.23, N = 333.5933.5433.8726.9626.73

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS714212835SE +/- 0.25, N = 3SE +/- 0.32, N = 3SE +/- 0.24, N = 3SE +/- 0.23, N = 5SE +/- 0.19, N = 327.9227.9527.6722.1322.49

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS3691215SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 37.599.609.618.599.04

OpenVINO

Model: Face Detection 0106 FP16 - Device: CPU

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

OpenVINO

Model: Face Detection 0106 FP16 - Device: CPU

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

OpenVINO

Model: Face Detection 0106 FP32 - Device: CPU

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

OpenVINO

Model: Face Detection 0106 FP32 - Device: CPU

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

OpenVINO

Model: Person Detection 0106 FP16 - Device: CPU

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

OpenVINO

Model: Person Detection 0106 FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP16 - Device: CPUUbuntu 20.04.2 LTS7001400210028003500SE +/- 1.93, N = 33486.44

OpenVINO

Model: Person Detection 0106 FP32 - Device: CPU

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

OpenVINO

Model: Person Detection 0106 FP32 - Device: CPU

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

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

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

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

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

OpenVINO

Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU

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

OpenVINO

Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU

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

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS1224364860SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 352.2552.4452.5553.1352.85

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS306090120150SE +/- 0.15, N = 3SE +/- 0.27, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 3146.29146.09145.38146.65146.51

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS4080120160200SE +/- 0.07, N = 3SE +/- 0.98, N = 3SE +/- 0.28, N = 3SE +/- 0.29, N = 3SE +/- 0.05, N = 3190.76192.55189.90196.64195.79

ONNX Runtime

Model: yolov4 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 2.69, N = 12SE +/- 4.62, N = 12SE +/- 4.80, N = 9SE +/- 1.96, N = 3SE +/- 4.38, N = 122422332822772911. (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 CPUCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS100200300400500SE +/- 4.86, N = 3SE +/- 6.36, N = 12SE +/- 4.24, N = 12SE +/- 4.15, N = 12SE +/- 3.78, N = 124274324244404451. (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 CPUCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS20406080100SE +/- 2.25, N = 12SE +/- 1.93, N = 12SE +/- 3.37, N = 9SE +/- 3.41, N = 12SE +/- 4.09, N = 974757384931. (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 CPUCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS2K4K6K8K10KSE +/- 110.43, N = 4SE +/- 108.89, N = 3SE +/- 51.39, N = 3SE +/- 78.91, N = 3SE +/- 51.37, N = 39699110641128310911108661. (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 CPUCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS11002200330044005500SE +/- 55.13, N = 12SE +/- 96.24, N = 12SE +/- 22.65, N = 3SE +/- 26.74, N = 3SE +/- 34.58, N = 3447550184597488447751. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

Numenta Anomaly Benchmark

Detector: EXPoSE

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: EXPoSECentOS StreamDebian 10.10Ubuntu 20.04.2 LTS30060090012001500SE +/- 26.90, N = 9SE +/- 6.56, N = 3SE +/- 15.40, N = 31014.361120.731397.78

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyCentOS StreamDebian 10.10Ubuntu 20.04.2 LTS3691215SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 311.6412.3213.05

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianCentOS StreamDebian 10.10Ubuntu 20.04.2 LTS246810SE +/- 0.071, N = 3SE +/- 0.035, N = 3SE +/- 0.070, N = 36.2936.6716.805

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineCentOS StreamDebian 10.10Ubuntu 20.04.2 LTS20406080100SE +/- 0.57, N = 3SE +/- 0.44, N = 3SE +/- 0.34, N = 366.5075.3776.41

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointCentOS StreamDebian 10.10Ubuntu 20.04.2 LTS816243240SE +/- 0.23, N = 3SE +/- 0.29, N = 3SE +/- 0.15, N = 336.1435.8126.84

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4CentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS20M40M60M80M100MSE +/- 1319329.81, N = 12SE +/- 2823751.60, N = 12SE +/- 1339128.86, N = 12SE +/- 2249941.31, N = 15SE +/- 1927474.75, N = 1577631927784331187811213378470519786589791. (CXX) g++ options: -O3 -fopenmp

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.32.2VGR Performance MetricCentOS StreamDebian 10.10Debian BullseyeFedora Server 34Ubuntu 20.04.2 LTS90K180K270K360K450K4068234091254201564177814224811. (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

Phoronix Test Suite v10.8.4