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.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2106244-IB-2106230IB35
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AV1 2 Tests
Timed Code Compilation 5 Tests
C/C++ Compiler Tests 5 Tests
CPU Massive 13 Tests
Creator Workloads 14 Tests
Encoding 5 Tests
Fortran Tests 3 Tests
Game Development 5 Tests
HPC - High Performance Computing 13 Tests
Machine Learning 6 Tests
Molecular Dynamics 4 Tests
MPI Benchmarks 5 Tests
Multi-Core 20 Tests
NVIDIA GPU Compute 4 Tests
Intel oneAPI 4 Tests
OpenMPI Tests 5 Tests
Programmer / Developer System Benchmarks 5 Tests
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Scientific Computing 5 Tests
Server CPU Tests 9 Tests
Video Encoding 5 Tests
Common Workstation Benchmarks 2 Tests

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  Test
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Ubuntu 20.04.2 LTS
June 20
  7 Hours, 7 Minutes
Fedora Server 34
June 21
  8 Hours, 42 Minutes
Debian 10.10
June 21
  7 Hours, 29 Minutes
Debian Bullseye
June 22
  8 Hours, 23 Minutes
CentOS Stream
June 22
  8 Hours, 6 Minutes
Clear Linux 34770
June 23
  6 Hours, 20 Minutes
Ubuntu 21.04
June 23
  7 Hours, 54 Minutes
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  7 Hours, 43 Minutes

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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""

Ubuntu 20.04.2 LTSFedora Server 34Debian 10.10Debian BullseyeCentOS StreamClear Linux 34770Ubuntu 21.04Result OverviewPhoronix Test Suite 10.6.1100%170%240%310%NAS Parallel BenchmarksminiFEVP9 libvpx EncodingSVT-AV1SVT-VP9libavif avifencKripkePlaidMLTimed Linux Kernel CompilationMobile Neural NetworkOpenVKLSVT-HEVCIntel Open Image DenoiseEmbreeTNNOSPrayLuxCoreRenderBlenderNAMDTensorFlow Lite

EPYC Tyan Serverhpcg: npb: BT.Cnpb: CG.Cnpb: EP.Dnpb: FT.Cnpb: IS.Dnpb: SP.Cminife: Smallnamd: ATPase Simulation - 327,506 Atomsincompact3d: input.i3d 193 Cells Per Directionxmrig: Monero - 1Mxmrig: Wownero - 1Mluxcorerender: DLSC - CPUluxcorerender: Danish Mood - CPUluxcorerender: Orange Juice - CPUluxcorerender: LuxCore Benchmark - CPUluxcorerender: Rainbow Colors and Prism - CPUospray: San Miguel - 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-nodejs: Time To Compilebuild-wasmer: Time To Compilegromacs: MPI CPU - water_GMX50_baretensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2astcenc: Exhaustivemnn: 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 - 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: Windowed Gaussiankripke: brl-cad: VGR Performance MetricUbuntu 20.04.2 LTSFedora Server 34Debian 10.10Debian BullseyeCentOS StreamClear Linux 34770Ubuntu 21.0412.877887954.9829891.712934.2647059.681786.8233234.2811203.040.6725227.876948021914.923123.15.454.328.294.7316.383.7212.3550033.318737.18651.93120.85124.65282.38458.18349.16353.98264.896.1613.630.900.900.452973.81730.2226.28757.90735.137232.758286.375151.64761.2413.63969192.693669443688.446472.983553923.67792.5724.14421.9546.0943.9472.84924.3612907.266290.33762.597269.18226.7322.499.0452.85146.51195.79291445931086647756.8057865897942248111.713020507.5513587.611601.2217996.091092.1810058.2810017.790.6735529.03664785.464.398.294.6816.113.7012.3550033.389337.38381.91318.34524.71281.37434.07291.76305.14272.556.8916.230.960.960.482963.62027.8816.18554.94834.019209.690257.168137.58841.4983.64070453.994189243885.746557.783706523.51672.5354.04218.9335.7673.9752.89422.6033042.861296.54764.811271.39126.9622.138.5953.13146.65196.64277440841091148847847051941778187888.3833843.8510918.400.6719322334.523003.35.474.368.334.7417.143.7312.5444.4432.587232.44101.85220.71625.19296.57537.01344.93353.73297.416.0513.030.870.870.442822.78527.2375.32363.29329.492185.201223.264123.13969846.294240844222.946650.18347242.9064.72023.7366.3264.2423.48226.4712822.380286.25462.217268.00333.5427.959.6052.44146.09192.55233432751106450186.6717843311840912511.794189192.7730352.212965.2149076.241731.3433101.4013355.40.6713127.701865023576.324478.35.454.428.394.7916.753.7812.66422.2233.520437.31531.70714.87524.96273.70429.71256.35259.56236.326.529.310.890.940.462872.87327.3955.29853.42632.031202.013250.573134.40760.6413.75669107.393225143711.546349.883470323.46052.6164.67622.5206.2044.0343.79627.6513098.333307.53462.165269.35833.8727.679.6152.55145.38189.90282424731128345977811213342015612.458621314.0412924.771006.0818869.87958.1610303.967928.400.6741528.64774265.464.408.254.7417.013.7412.550033.296037.22811.95922.40224.76285.20467.20303.33303.00274.026.4814.890.940.950.472932.81727.0005.18831.134192.197227.741127.49845.0073.80187580.894410545933.147417.384378023.92992.5844.35522.0346.7764.2752.93227.5192957.066301.63762.620269.46733.5927.927.5952.25146.29190.7624242774969944756.2937763192740682319.430587029.1529639.932844.3848459.812177.7233882.2110393.780.6737327.16345985.524.478.364.8017.483.7612.550033.485737.34542.07123.91925.15299.80463.76298.74302.64273.387.2517.600.970.970.482922.60926.1504.91531.1653.77772315.694012643840.546345.683725423.51182.2644.40922.3476.5394.0262.98123.7542895.450289.52765.828270.35034.2028.347.7452.25145.82190.955.9389050215312.692687240.0528970.462929.7446810.911984.7332826.2211861.40.6763828.80799555.474.308.304.6616.293.7012.3550033.256937.00531.87517.80924.69284.09470.53251.54257.98241.516.2314.600.890.890.453193.78530.5156.30254.63031.450209.931250.224140.35240.2313.58183600.8105295550144.452961.594340823.58012.4964.37721.6636.9003.9552.73424.4183182.601316.88566.292277.57927.4322.869.3853.59147.55197.522573959010193468473584941419835OpenBenchmarking.org

High Performance Conjugate Gradient

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

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Fedora Server 34Debian BullseyeCentOS StreamUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34770510152025SE +/- 0.60, N = 12SE +/- 0.64, N = 9SE +/- 0.13, N = 12SE +/- 0.83, N = 9SE +/- 0.01, N = 3SE +/- 0.46, N = 1211.7111.7912.4612.6912.8819.43-lmpi_cxx-lmpi_cxx-lmpi_cxx-lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Fedora Server 34Debian BullseyeCentOS StreamUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34770510152025Min: 11.02 / Avg: 11.71 / Max: 18.31Min: 11.12 / Avg: 11.79 / Max: 16.9Min: 11.05 / Avg: 12.46 / Max: 12.67Min: 11.83 / Avg: 12.69 / Max: 19.3Min: 12.87 / Avg: 12.88 / Max: 12.89Min: 15.3 / Avg: 19.43 / Max: 20.681. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CFedora Server 34CentOS StreamClear Linux 34770Ubuntu 21.04Debian 10.10Ubuntu 20.04.2 LTSDebian Bullseye20K40K60K80K100KSE +/- 482.34, N = 9SE +/- 4.57, N = 3SE +/- 114.01, N = 3SE +/- 108.57, N = 3SE +/- 319.12, N = 3SE +/- 203.96, N = 3SE +/- 44.18, N = 320507.5521314.0487029.1587240.0587888.3887954.9889192.77-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. Debian 10.10: Open MPI 3.1.35. Ubuntu 20.04.2 LTS: Open MPI 4.0.36. Debian Bullseye: Open MPI 4.1.0
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CFedora Server 34CentOS StreamClear Linux 34770Ubuntu 21.04Debian 10.10Ubuntu 20.04.2 LTSDebian Bullseye15K30K45K60K75KMin: 16918.37 / Avg: 20507.55 / Max: 21270.48Min: 21306.79 / Avg: 21314.04 / Max: 21322.49Min: 86910.46 / Avg: 87029.15 / Max: 87257.1Min: 87049.58 / Avg: 87240.05 / Max: 87425.58Min: 87259.16 / Avg: 87888.38 / Max: 88295.64Min: 87645.48 / Avg: 87954.98 / Max: 88339.84Min: 89104.44 / Avg: 89192.77 / Max: 89239.061. (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. Debian 10.10: Open MPI 3.1.35. Ubuntu 20.04.2 LTS: Open MPI 4.0.36. Debian Bullseye: Open MPI 4.1.0

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CCentOS StreamFedora Server 34Ubuntu 21.04Clear Linux 34770Ubuntu 20.04.2 LTSDebian Bullseye7K14K21K28K35KSE +/- 138.23, N = 4SE +/- 10.91, N = 3SE +/- 408.24, N = 3SE +/- 170.00, N = 3SE +/- 271.73, N = 3SE +/- 246.35, N = 312924.7713587.6128970.4629639.9329891.7130352.21-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. Ubuntu 21.04: Open MPI 4.1.03. Clear Linux 34770: 3.24. Ubuntu 20.04.2 LTS: Open MPI 4.0.35. Debian Bullseye: Open MPI 4.1.0
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CCentOS StreamFedora Server 34Ubuntu 21.04Clear Linux 34770Ubuntu 20.04.2 LTSDebian Bullseye5K10K15K20K25KMin: 12510.8 / Avg: 12924.77 / Max: 13080.4Min: 13566.81 / Avg: 13587.61 / Max: 13603.74Min: 28278.91 / Avg: 28970.46 / Max: 29692.12Min: 29306.1 / Avg: 29639.93 / Max: 29862.67Min: 29384.41 / Avg: 29891.71 / Max: 30314.17Min: 29881.94 / Avg: 30352.21 / Max: 30714.591. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.04: Open MPI 4.1.03. Clear Linux 34770: 3.24. Ubuntu 20.04.2 LTS: Open MPI 4.0.35. Debian Bullseye: Open MPI 4.1.0

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DCentOS StreamFedora Server 34Clear Linux 34770Ubuntu 21.04Ubuntu 20.04.2 LTSDebian Bullseye6001200180024003000SE +/- 15.88, N = 12SE +/- 28.47, N = 14SE +/- 35.45, N = 12SE +/- 22.22, N = 15SE +/- 21.45, N = 13SE +/- 8.37, N = 31006.081601.222844.382929.742934.262965.21-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
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DCentOS StreamFedora Server 34Clear Linux 34770Ubuntu 21.04Ubuntu 20.04.2 LTSDebian Bullseye5001000150020002500Min: 894.19 / Avg: 1006.08 / Max: 1042.91Min: 1278.9 / Avg: 1601.22 / Max: 1642.12Min: 2628.74 / Avg: 2844.38 / Max: 2981.28Min: 2717.17 / Avg: 2929.74 / Max: 2991.83Min: 2683.67 / Avg: 2934.26 / Max: 2976.57Min: 2948.6 / Avg: 2965.21 / Max: 2975.281. (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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CFedora Server 34CentOS StreamUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34770Debian Bullseye11K22K33K44K55KSE +/- 43.58, N = 3SE +/- 49.69, N = 3SE +/- 352.28, N = 11SE +/- 40.78, N = 3SE +/- 318.68, N = 3SE +/- 134.89, N = 317996.0918869.8746810.9147059.6848459.8149076.24-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. Ubuntu 21.04: Open MPI 4.1.03. Ubuntu 20.04.2 LTS: Open MPI 4.0.34. Clear Linux 34770: 3.25. Debian Bullseye: Open MPI 4.1.0
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CFedora Server 34CentOS StreamUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34770Debian Bullseye9K18K27K36K45KMin: 17925.22 / Avg: 17996.09 / Max: 18075.48Min: 18782.62 / Avg: 18869.87 / Max: 18954.69Min: 45009.37 / Avg: 46810.91 / Max: 48511.98Min: 46997.65 / Avg: 47059.68 / Max: 47136.55Min: 48020.21 / Avg: 48459.81 / Max: 49079.27Min: 48806.56 / Avg: 49076.24 / Max: 49217.541. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.04: Open MPI 4.1.03. Ubuntu 20.04.2 LTS: Open MPI 4.0.34. Clear Linux 34770: 3.25. Debian Bullseye: Open MPI 4.1.0

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DCentOS StreamFedora Server 34Debian BullseyeUbuntu 20.04.2 LTSUbuntu 21.04Clear Linux 347705001000150020002500SE +/- 6.10, N = 3SE +/- 11.91, N = 4SE +/- 10.78, N = 3SE +/- 8.29, N = 3SE +/- 19.12, N = 3SE +/- 43.89, N = 12958.161092.181731.341786.821984.732177.72-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
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DCentOS StreamFedora Server 34Debian BullseyeUbuntu 20.04.2 LTSUbuntu 21.04Clear Linux 34770400800120016002000Min: 948.46 / Avg: 958.16 / Max: 969.43Min: 1060.76 / Avg: 1092.18 / Max: 1117.81Min: 1714.2 / Avg: 1731.34 / Max: 1751.23Min: 1770.26 / Avg: 1786.82 / Max: 1795.89Min: 1951.14 / Avg: 1984.73 / Max: 2017.34Min: 1703.69 / Avg: 2177.72 / Max: 2263.51. (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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CFedora Server 34CentOS StreamUbuntu 21.04Debian BullseyeUbuntu 20.04.2 LTSDebian 10.10Clear Linux 347707K14K21K28K35KSE +/- 44.59, N = 3SE +/- 5.32, N = 3SE +/- 44.33, N = 3SE +/- 72.73, N = 3SE +/- 59.03, N = 3SE +/- 79.00, N = 3SE +/- 66.76, N = 310058.2810303.9632826.2233101.4033234.2833843.8533882.21-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. Ubuntu 21.04: Open MPI 4.1.03. Debian Bullseye: Open MPI 4.1.04. Ubuntu 20.04.2 LTS: Open MPI 4.0.35. Debian 10.10: Open MPI 3.1.36. Clear Linux 34770: 3.2
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CFedora Server 34CentOS StreamUbuntu 21.04Debian BullseyeUbuntu 20.04.2 LTSDebian 10.10Clear Linux 347706K12K18K24K30KMin: 9977.77 / Avg: 10058.28 / Max: 10131.76Min: 10293.32 / Avg: 10303.96 / Max: 10309.49Min: 32768.77 / Avg: 32826.22 / Max: 32913.43Min: 32956.09 / Avg: 33101.4 / Max: 33179.86Min: 33117.39 / Avg: 33234.28 / Max: 33307.04Min: 33749.33 / Avg: 33843.85 / Max: 34000.76Min: 33771.81 / Avg: 33882.21 / Max: 34002.441. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.04: Open MPI 4.1.03. Debian Bullseye: Open MPI 4.1.04. Ubuntu 20.04.2 LTS: Open MPI 4.0.35. Debian 10.10: Open MPI 3.1.36. Clear Linux 34770: 3.2

miniFE

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

OpenBenchmarking.orgCG Mflops, More Is BetterminiFE 2.2Problem Size: SmallCentOS StreamFedora Server 34Clear Linux 34770Debian 10.10Ubuntu 20.04.2 LTSUbuntu 21.04Debian Bullseye3K6K9K12K15KSE +/- 381.69, N = 12SE +/- 203.18, N = 12SE +/- 247.03, N = 12SE +/- 241.94, N = 15SE +/- 260.75, N = 15SE +/- 136.99, N = 15SE +/- 374.12, N = 127928.4010017.7910393.7810918.4011203.0411861.4013355.40-lmpi_cxx-lmpi_cxx-lmpi_cxx-lmpi_cxx-lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -fopenmp -pthread -lmpi
OpenBenchmarking.orgCG Mflops, More Is BetterminiFE 2.2Problem Size: SmallCentOS StreamFedora Server 34Clear Linux 34770Debian 10.10Ubuntu 20.04.2 LTSUbuntu 21.04Debian Bullseye2K4K6K8K10KMin: 6916.88 / Avg: 7928.4 / Max: 12021.8Min: 8854.68 / Avg: 10017.79 / Max: 11284.3Min: 9349.49 / Avg: 10393.78 / Max: 11704.8Min: 8624.73 / Avg: 10918.4 / Max: 12216.4Min: 9938.39 / Avg: 11203.04 / Max: 13203.5Min: 11036.9 / Avg: 11861.43 / Max: 12784Min: 11293.7 / Avg: 13355.43 / Max: 16651.51. (CXX) g++ options: -O3 -fopenmp -pthread -lmpi

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.04CentOS StreamClear Linux 34770Fedora Server 34Ubuntu 20.04.2 LTSDebian 10.10Debian Bullseye0.15220.30440.45660.60880.761SE +/- 0.00361, N = 3SE +/- 0.00027, N = 3SE +/- 0.00015, N = 3SE +/- 0.00051, N = 3SE +/- 0.00041, N = 3SE +/- 0.00019, N = 3SE +/- 0.00045, N = 30.676380.674150.673730.673550.672520.671930.67131
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.04CentOS StreamClear Linux 34770Fedora Server 34Ubuntu 20.04.2 LTSDebian 10.10Debian Bullseye246810Min: 0.67 / Avg: 0.68 / Max: 0.68Min: 0.67 / Avg: 0.67 / Max: 0.67Min: 0.67 / Avg: 0.67 / Max: 0.67Min: 0.67 / Avg: 0.67 / Max: 0.67Min: 0.67 / Avg: 0.67 / Max: 0.67Min: 0.67 / Avg: 0.67 / Max: 0.67Min: 0.67 / Avg: 0.67 / Max: 0.67

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionFedora Server 34Ubuntu 21.04CentOS StreamUbuntu 20.04.2 LTSDebian BullseyeClear Linux 34770714212835SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.18, N = 3SE +/- 0.28, N = 6SE +/- 0.20, N = 15SE +/- 0.20, N = 329.0428.8128.6527.8827.7027.16-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
OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionFedora Server 34Ubuntu 21.04CentOS StreamUbuntu 20.04.2 LTSDebian BullseyeClear Linux 34770612182430Min: 28.9 / Avg: 29.04 / Max: 29.21Min: 28.61 / Avg: 28.81 / Max: 29.18Min: 28.3 / Avg: 28.65 / Max: 28.88Min: 27.25 / Avg: 27.88 / Max: 28.96Min: 26.39 / Avg: 27.7 / Max: 28.39Min: 26.76 / Avg: 27.16 / Max: 27.361. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

Xmrig

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

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MUbuntu 20.04.2 LTSDebian 10.10Debian Bullseye5K10K15K20K25KSE +/- 33.78, N = 3SE +/- 52.41, N = 3SE +/- 32.24, N = 321914.922334.523576.31. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MUbuntu 20.04.2 LTSDebian 10.10Debian Bullseye4K8K12K16K20KMin: 21879.4 / Avg: 21914.87 / Max: 21982.4Min: 22235.1 / Avg: 22334.5 / Max: 22413Min: 23513.4 / Avg: 23576.3 / Max: 236201. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1MDebian 10.10Ubuntu 20.04.2 LTSDebian Bullseye5K10K15K20K25KSE +/- 79.23, N = 3SE +/- 36.32, N = 3SE +/- 30.16, N = 323003.323123.124478.31. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1MDebian 10.10Ubuntu 20.04.2 LTSDebian Bullseye4K8K12K16K20KMin: 22869.7 / Avg: 23003.33 / Max: 23143.9Min: 23075 / Avg: 23123.1 / Max: 23194.3Min: 24436.7 / Avg: 24478.27 / Max: 24536.91. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUUbuntu 20.04.2 LTSDebian BullseyeFedora Server 34CentOS StreamDebian 10.10Ubuntu 21.04Clear Linux 347701.2422.4843.7264.9686.21SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 35.455.455.465.465.475.475.52MIN: 5.34 / MAX: 5.8MIN: 5.34 / MAX: 5.91MIN: 5.31 / MAX: 5.8MIN: 5.27 / MAX: 5.81MIN: 5.25 / MAX: 5.85MIN: 5.32 / MAX: 5.83MIN: 5.4 / MAX: 5.88
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUUbuntu 20.04.2 LTSDebian BullseyeFedora Server 34CentOS StreamDebian 10.10Ubuntu 21.04Clear Linux 34770246810Min: 5.44 / Avg: 5.45 / Max: 5.47Min: 5.43 / Avg: 5.45 / Max: 5.48Min: 5.41 / Avg: 5.46 / Max: 5.54Min: 5.44 / Avg: 5.46 / Max: 5.47Min: 5.43 / Avg: 5.47 / Max: 5.49Min: 5.43 / Avg: 5.47 / Max: 5.5Min: 5.51 / Avg: 5.52 / Max: 5.53

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUUbuntu 21.04Ubuntu 20.04.2 LTSDebian 10.10Fedora Server 34CentOS StreamDebian BullseyeClear Linux 347701.00582.01163.01744.02325.029SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.304.324.364.394.404.424.47MIN: 1.71 / MAX: 5.01MIN: 1.72 / MAX: 5.09MIN: 1.73 / MAX: 5.08MIN: 1.77 / MAX: 5.1MIN: 1.78 / MAX: 5.12MIN: 1.72 / MAX: 5.11MIN: 1.75 / MAX: 5.18
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUUbuntu 21.04Ubuntu 20.04.2 LTSDebian 10.10Fedora Server 34CentOS StreamDebian BullseyeClear Linux 34770246810Min: 4.29 / Avg: 4.3 / Max: 4.31Min: 4.3 / Avg: 4.32 / Max: 4.35Min: 4.31 / Avg: 4.36 / Max: 4.39Min: 4.32 / Avg: 4.39 / Max: 4.46Min: 4.31 / Avg: 4.4 / Max: 4.44Min: 4.41 / Avg: 4.42 / Max: 4.44Min: 4.45 / Avg: 4.47 / Max: 4.48

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: CPUCentOS StreamUbuntu 20.04.2 LTSFedora Server 34Ubuntu 21.04Debian 10.10Clear Linux 34770Debian Bullseye246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 38.258.298.298.308.338.368.39MIN: 7.37 / MAX: 8.69MIN: 7.33 / MAX: 8.75MIN: 7.33 / MAX: 8.74MIN: 7.42 / MAX: 8.8MIN: 7.33 / MAX: 8.83MIN: 7.45 / MAX: 8.82MIN: 7.42 / MAX: 8.88
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: CPUCentOS StreamUbuntu 20.04.2 LTSFedora Server 34Ubuntu 21.04Debian 10.10Clear Linux 34770Debian Bullseye3691215Min: 8.21 / Avg: 8.25 / Max: 8.29Min: 8.28 / Avg: 8.29 / Max: 8.3Min: 8.26 / Avg: 8.29 / Max: 8.31Min: 8.28 / Avg: 8.3 / Max: 8.31Min: 8.32 / Avg: 8.33 / Max: 8.35Min: 8.36 / Avg: 8.36 / Max: 8.37Min: 8.35 / Avg: 8.39 / Max: 8.44

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUUbuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTSDebian 10.10CentOS StreamDebian BullseyeClear Linux 347701.082.163.244.325.4SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 34.664.684.734.744.744.794.80MIN: 1.72 / MAX: 5.47MIN: 1.77 / MAX: 5.48MIN: 1.81 / MAX: 5.53MIN: 1.76 / MAX: 5.58MIN: 1.79 / MAX: 5.53MIN: 1.84 / MAX: 5.61MIN: 1.84 / MAX: 5.58
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUUbuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTSDebian 10.10CentOS StreamDebian BullseyeClear Linux 34770246810Min: 4.61 / Avg: 4.66 / Max: 4.7Min: 4.67 / Avg: 4.68 / Max: 4.7Min: 4.72 / Avg: 4.73 / Max: 4.74Min: 4.71 / Avg: 4.74 / Max: 4.78Min: 4.71 / Avg: 4.74 / Max: 4.75Min: 4.76 / Avg: 4.79 / Max: 4.82Min: 4.78 / Avg: 4.8 / Max: 4.81

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: CPUFedora Server 34Ubuntu 21.04Ubuntu 20.04.2 LTSDebian BullseyeCentOS StreamDebian 10.10Clear Linux 3477048121620SE +/- 0.10, N = 3SE +/- 0.18, N = 15SE +/- 0.19, N = 15SE +/- 0.26, N = 15SE +/- 0.29, N = 15SE +/- 0.30, N = 15SE +/- 0.31, N = 1516.1116.2916.3816.7517.0117.1417.48MIN: 14.68 / MAX: 16.32MIN: 14.52 / MAX: 18.28MIN: 14.52 / MAX: 18.74MIN: 14.5 / MAX: 18.42MIN: 14.75 / MAX: 19.11MIN: 14.81 / MAX: 19.08MIN: 15.46 / MAX: 18.92
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: CPUFedora Server 34Ubuntu 21.04Ubuntu 20.04.2 LTSDebian BullseyeCentOS StreamDebian 10.10Clear Linux 3477048121620Min: 15.91 / Avg: 16.11 / Max: 16.24Min: 15.55 / Avg: 16.29 / Max: 18.23Min: 15.85 / Avg: 16.38 / Max: 18.46Min: 15.69 / Avg: 16.75 / Max: 18.35Min: 15.87 / Avg: 17.01 / Max: 18.83Min: 16.01 / Avg: 17.14 / Max: 18.8Min: 15.47 / Avg: 17.48 / Max: 18.88

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerFedora Server 34Ubuntu 21.04Ubuntu 20.04.2 LTSDebian 10.10CentOS StreamClear Linux 34770Debian Bullseye0.85051.7012.55153.4024.2525SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.703.703.723.733.743.763.78MIN: 3.01 / MAX: 3.73MIN: 3.53 / MAX: 3.73MIN: 2.87 / MAX: 3.75MIN: 2.99 / MAX: 3.75MIN: 3.23 / MAX: 3.79MIN: 2.79 / MAX: 3.79MIN: 2.73 / MAX: 3.8
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerFedora Server 34Ubuntu 21.04Ubuntu 20.04.2 LTSDebian 10.10CentOS StreamClear Linux 34770Debian Bullseye246810Min: 3.68 / Avg: 3.7 / Max: 3.72Min: 3.7 / Avg: 3.7 / Max: 3.7Min: 3.72 / Avg: 3.72 / Max: 3.72Min: 3.73 / Avg: 3.73 / Max: 3.73Min: 3.69 / Avg: 3.74 / Max: 3.77Min: 3.76 / Avg: 3.76 / Max: 3.77Min: 3.77 / Avg: 3.78 / Max: 3.79

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerUbuntu 20.04.2 LTSFedora Server 34Ubuntu 21.04Debian 10.10CentOS StreamClear Linux 34770Debian Bullseye3691215SE +/- 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 = 312.3512.3512.3512.5012.5012.5012.66MIN: 9.26 / MAX: 12.5MIN: 9.26 / MAX: 12.5MIN: 9.26 / MAX: 12.5MIN: 9.8 / MAX: 12.66MIN: 9.71 / MAX: 12.66MIN: 10.1 / MAX: 12.66MIN: 9.8 / MAX: 12.82
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerUbuntu 20.04.2 LTSFedora Server 34Ubuntu 21.04Debian 10.10CentOS StreamClear Linux 34770Debian Bullseye48121620Min: 12.35 / Avg: 12.35 / Max: 12.35Min: 12.35 / Avg: 12.35 / Max: 12.35Min: 12.35 / Avg: 12.35 / Max: 12.35Min: 12.5 / Avg: 12.5 / Max: 12.5Min: 12.5 / Avg: 12.5 / Max: 12.5Min: 12.5 / Avg: 12.5 / Max: 12.5Min: 12.66 / Avg: 12.66 / Max: 12.66

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerDebian BullseyeDebian 10.10Ubuntu 20.04.2 LTSFedora Server 34CentOS StreamClear Linux 34770Ubuntu 21.04110220330440550SE +/- 22.22, N = 15SE +/- 21.00, N = 15SE +/- 0.00, N = 3422.22444.44500.00500.00500.00500.00500.00MIN: 200 / MAX: 500MIN: 250 / MAX: 500MIN: 250MIN: 250MIN: 333.33MIN: 250MIN: 250
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerDebian BullseyeDebian 10.10Ubuntu 20.04.2 LTSFedora Server 34CentOS StreamClear Linux 34770Ubuntu 21.0490180270360450Min: 333.33 / Avg: 422.22 / Max: 500Min: 333.33 / Avg: 444.44 / Max: 500Min: 500 / Avg: 500 / Max: 500

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownDebian 10.10Ubuntu 21.04CentOS StreamUbuntu 20.04.2 LTSFedora Server 34Clear Linux 34770Debian Bullseye816243240SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 332.5933.2633.3033.3233.3933.4933.52MIN: 32.08 / MAX: 33.4MIN: 32.8 / MAX: 34.12MIN: 32.81 / MAX: 34.03MIN: 32.96 / MAX: 33.96MIN: 32.92 / MAX: 34.19MIN: 33.01 / MAX: 34.11MIN: 33.02 / MAX: 34.41
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownDebian 10.10Ubuntu 21.04CentOS StreamUbuntu 20.04.2 LTSFedora Server 34Clear Linux 34770Debian Bullseye714212835Min: 32.43 / Avg: 32.59 / Max: 32.82Min: 33.16 / Avg: 33.26 / Max: 33.32Min: 33.18 / Avg: 33.3 / Max: 33.42Min: 33.31 / Avg: 33.32 / Max: 33.34Min: 33.31 / Avg: 33.39 / Max: 33.48Min: 33.42 / Avg: 33.49 / Max: 33.54Min: 33.38 / Avg: 33.52 / Max: 33.61

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonDebian 10.10Ubuntu 21.04Ubuntu 20.04.2 LTSCentOS StreamDebian BullseyeClear Linux 34770Fedora Server 34918273645SE +/- 0.64, N = 15SE +/- 0.23, N = 3SE +/- 0.26, N = 3SE +/- 0.10, N = 3SE +/- 0.22, N = 3SE +/- 0.26, N = 3SE +/- 0.15, N = 332.4437.0137.1937.2337.3237.3537.38MIN: 29.11 / MAX: 37.15MIN: 36.35 / MAX: 38.08MIN: 36.46 / MAX: 37.99MIN: 36.83 / MAX: 37.88MIN: 36.86 / MAX: 38.33MIN: 36.8 / MAX: 38.26MIN: 36.85 / MAX: 38.17
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonDebian 10.10Ubuntu 21.04Ubuntu 20.04.2 LTSCentOS StreamDebian BullseyeClear Linux 34770Fedora Server 34816243240Min: 29.36 / Avg: 32.44 / Max: 36.54Min: 36.68 / Avg: 37.01 / Max: 37.44Min: 36.68 / Avg: 37.19 / Max: 37.48Min: 37.1 / Avg: 37.23 / Max: 37.43Min: 37.09 / Avg: 37.32 / Max: 37.76Min: 37.02 / Avg: 37.35 / Max: 37.86Min: 37.09 / Avg: 37.38 / Max: 37.55

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 4 - Input: Bosphorus 4KDebian BullseyeDebian 10.10Ubuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTSCentOS StreamClear Linux 347700.4660.9321.3981.8642.33SE +/- 0.005, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.008, N = 3SE +/- 0.005, N = 31.7071.8521.8751.9131.9311.9592.071-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 4 - Input: Bosphorus 4KDebian BullseyeDebian 10.10Ubuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTSCentOS StreamClear Linux 34770246810Min: 1.7 / Avg: 1.71 / Max: 1.71Min: 1.85 / Avg: 1.85 / Max: 1.86Min: 1.87 / Avg: 1.88 / Max: 1.88Min: 1.91 / Avg: 1.91 / Max: 1.92Min: 1.93 / Avg: 1.93 / Max: 1.93Min: 1.95 / Avg: 1.96 / Max: 1.98Min: 2.06 / Avg: 2.07 / Max: 2.081. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KDebian BullseyeUbuntu 21.04Fedora Server 34Debian 10.10Ubuntu 20.04.2 LTSCentOS StreamClear Linux 34770612182430SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 314.8817.8118.3520.7220.8522.4023.92-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KDebian BullseyeUbuntu 21.04Fedora Server 34Debian 10.10Ubuntu 20.04.2 LTSCentOS StreamClear Linux 34770612182430Min: 14.65 / Avg: 14.88 / Max: 15.08Min: 17.7 / Avg: 17.81 / Max: 17.89Min: 18.22 / Avg: 18.35 / Max: 18.56Min: 20.57 / Avg: 20.72 / Max: 20.93Min: 20.66 / Avg: 20.85 / Max: 21.08Min: 22.29 / Avg: 22.4 / Max: 22.54Min: 23.8 / Avg: 23.92 / Max: 24.031. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pUbuntu 20.04.2 LTSUbuntu 21.04Fedora Server 34CentOS StreamDebian BullseyeClear Linux 34770Debian 10.10612182430SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 324.6524.6924.7124.7624.9625.1525.19-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pUbuntu 20.04.2 LTSUbuntu 21.04Fedora Server 34CentOS StreamDebian BullseyeClear Linux 34770Debian 10.10612182430Min: 24.48 / Avg: 24.65 / Max: 24.75Min: 24.57 / Avg: 24.69 / Max: 24.76Min: 24.53 / Avg: 24.71 / Max: 24.87Min: 24.67 / Avg: 24.76 / Max: 24.86Min: 24.79 / Avg: 24.96 / Max: 25.06Min: 25.09 / Avg: 25.15 / Max: 25.21Min: 25.11 / Avg: 25.19 / Max: 25.231. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04CentOS StreamDebian 10.10Clear Linux 3477070140210280350SE +/- 3.08, N = 4SE +/- 2.22, N = 3SE +/- 3.95, N = 3SE +/- 3.52, N = 4SE +/- 1.92, N = 3SE +/- 3.39, N = 3SE +/- 3.06, N = 5273.70281.37282.38284.09285.20296.57299.80-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04CentOS StreamDebian 10.10Clear Linux 3477050100150200250Min: 270.03 / Avg: 273.7 / Max: 282.89Min: 278.04 / Avg: 281.37 / Max: 285.58Min: 275.48 / Avg: 282.38 / Max: 289.16Min: 275.23 / Avg: 284.09 / Max: 291.97Min: 281.82 / Avg: 285.2 / Max: 288.46Min: 289.86 / Avg: 296.57 / Max: 300.75Min: 290.28 / Avg: 299.8 / Max: 308.171. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTSClear Linux 34770CentOS StreamUbuntu 21.04Debian 10.10120240360480600SE +/- 8.24, N = 15SE +/- 6.12, N = 15SE +/- 12.16, N = 15SE +/- 7.76, N = 15SE +/- 12.08, N = 12SE +/- 10.90, N = 12SE +/- 6.17, N = 4429.71434.07458.18463.76467.20470.53537.01-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pDebian BullseyeFedora Server 34Ubuntu 20.04.2 LTSClear Linux 34770CentOS StreamUbuntu 21.04Debian 10.1090180270360450Min: 383.88 / Avg: 429.71 / Max: 489.8Min: 407.61 / Avg: 434.07 / Max: 494.64Min: 396.04 / Avg: 458.18 / Max: 521.29Min: 408.44 / Avg: 463.76 / Max: 527.24Min: 406.5 / Avg: 467.2 / Max: 531.44Min: 418.41 / Avg: 470.53 / Max: 522.19Min: 522.65 / Avg: 537.01 / Max: 550.961. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pUbuntu 21.04Debian BullseyeFedora Server 34Clear Linux 34770CentOS StreamDebian 10.10Ubuntu 20.04.2 LTS80160240320400SE +/- 3.29, N = 15SE +/- 2.14, N = 3SE +/- 1.79, N = 3SE +/- 3.79, N = 3SE +/- 3.44, N = 15SE +/- 2.58, N = 15SE +/- 4.22, N = 12251.54256.35291.76298.74303.33344.93349.16-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
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pUbuntu 21.04Debian BullseyeFedora Server 34Clear Linux 34770CentOS StreamDebian 10.10Ubuntu 20.04.2 LTS60120180240300Min: 241.9 / Avg: 251.54 / Max: 281.98Min: 252.17 / Avg: 256.35 / Max: 259.25Min: 288.3 / Avg: 291.76 / Max: 294.26Min: 291.46 / Avg: 298.74 / Max: 304.19Min: 284.82 / Avg: 303.33 / Max: 331.3Min: 311.18 / Avg: 344.93 / Max: 353.22Min: 303.39 / Avg: 349.16 / Max: 358.611. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 21.04Debian BullseyeClear Linux 34770CentOS StreamFedora Server 34Debian 10.10Ubuntu 20.04.2 LTS80160240320400SE +/- 8.42, N = 15SE +/- 0.27, N = 3SE +/- 3.98, N = 3SE +/- 2.40, N = 3SE +/- 2.17, N = 15SE +/- 1.49, N = 3SE +/- 2.18, N = 3257.98259.56302.64303.00305.14353.73353.98-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
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 21.04Debian BullseyeClear Linux 34770CentOS StreamFedora Server 34Debian 10.10Ubuntu 20.04.2 LTS60120180240300Min: 242.55 / Avg: 257.98 / Max: 374.74Min: 259.2 / Avg: 259.56 / Max: 260.09Min: 295.71 / Avg: 302.64 / Max: 309.48Min: 299.34 / Avg: 303 / Max: 307.53Min: 296.81 / Avg: 305.14 / Max: 329.62Min: 352.03 / Avg: 353.73 / Max: 356.69Min: 350 / Avg: 353.98 / Max: 357.531. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pDebian BullseyeUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34Clear Linux 34770CentOS StreamDebian 10.1060120180240300SE +/- 2.63, N = 5SE +/- 0.95, N = 3SE +/- 2.34, N = 3SE +/- 2.18, N = 3SE +/- 2.72, N = 3SE +/- 2.06, N = 3SE +/- 2.94, N = 3236.32241.51264.89272.55273.38274.02297.41-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
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pDebian BullseyeUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34Clear Linux 34770CentOS StreamDebian 10.1050100150200250Min: 229.27 / Avg: 236.32 / Max: 241.76Min: 240.15 / Avg: 241.51 / Max: 243.33Min: 260.29 / Avg: 264.89 / Max: 267.93Min: 268.31 / Avg: 272.55 / Max: 275.55Min: 268.56 / Avg: 273.38 / Max: 277.99Min: 271.47 / Avg: 274.02 / Max: 278.09Min: 292.75 / Avg: 297.41 / Max: 302.841. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

VP9 libvpx Encoding

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

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KDebian 10.10Ubuntu 20.04.2 LTSUbuntu 21.04CentOS StreamDebian BullseyeFedora Server 34Clear Linux 34770246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 36.056.166.236.486.526.897.25-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-pipe -fexceptions -fstack-protector -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11
OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KDebian 10.10Ubuntu 20.04.2 LTSUbuntu 21.04CentOS StreamDebian BullseyeFedora Server 34Clear Linux 347703691215Min: 6.04 / Avg: 6.05 / Max: 6.07Min: 6.15 / Avg: 6.16 / Max: 6.17Min: 6.21 / Avg: 6.23 / Max: 6.26Min: 6.44 / Avg: 6.48 / Max: 6.55Min: 6.46 / Avg: 6.52 / Max: 6.63Min: 6.85 / Avg: 6.89 / Max: 6.96Min: 7.23 / Avg: 7.25 / Max: 7.281. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KDebian BullseyeDebian 10.10Ubuntu 20.04.2 LTSUbuntu 21.04CentOS StreamFedora Server 34Clear Linux 3477048121620SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 15SE +/- 0.13, N = 3SE +/- 0.11, N = 39.3113.0313.6314.6014.8916.2317.60-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-pipe -fexceptions -fstack-protector -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11
OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KDebian BullseyeDebian 10.10Ubuntu 20.04.2 LTSUbuntu 21.04CentOS StreamFedora Server 34Clear Linux 3477048121620Min: 9.25 / Avg: 9.31 / Max: 9.4Min: 12.93 / Avg: 13.03 / Max: 13.1Min: 13.5 / Avg: 13.63 / Max: 13.73Min: 14.48 / Avg: 14.6 / Max: 14.78Min: 14.51 / Avg: 14.89 / Max: 15.97Min: 16.06 / Avg: 16.23 / Max: 16.49Min: 17.38 / Avg: 17.6 / Max: 17.771. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160Debian 10.10Debian BullseyeUbuntu 21.04Ubuntu 20.04.2 LTSCentOS StreamFedora Server 34Clear Linux 347700.21830.43660.65490.87321.0915SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.870.890.890.900.940.960.97
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160Debian 10.10Debian BullseyeUbuntu 21.04Ubuntu 20.04.2 LTSCentOS StreamFedora Server 34Clear Linux 34770246810Min: 0.86 / Avg: 0.87 / Max: 0.87Min: 0.86 / Avg: 0.89 / Max: 0.9Min: 0.87 / Avg: 0.89 / Max: 0.9Min: 0.9 / Avg: 0.9 / Max: 0.91Min: 0.93 / Avg: 0.94 / Max: 0.95Min: 0.95 / Avg: 0.96 / Max: 0.96Min: 0.97 / Avg: 0.97 / Max: 0.98

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160Debian 10.10Ubuntu 21.04Ubuntu 20.04.2 LTSDebian BullseyeCentOS StreamFedora Server 34Clear Linux 347700.21830.43660.65490.87321.0915SE +/- 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 = 30.870.890.900.940.950.960.97
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160Debian 10.10Ubuntu 21.04Ubuntu 20.04.2 LTSDebian BullseyeCentOS StreamFedora Server 34Clear Linux 34770246810Min: 0.87 / Avg: 0.87 / Max: 0.88Min: 0.89 / Avg: 0.89 / Max: 0.9Min: 0.9 / Avg: 0.9 / Max: 0.91Min: 0.89 / Avg: 0.94 / Max: 0.96Min: 0.94 / Avg: 0.95 / Max: 0.95Min: 0.96 / Avg: 0.96 / Max: 0.96Min: 0.97 / Avg: 0.97 / Max: 0.98

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Debian 10.10Ubuntu 20.04.2 LTSUbuntu 21.04Debian BullseyeCentOS StreamFedora Server 34Clear Linux 347700.1080.2160.3240.4320.54SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 30.440.450.450.460.470.480.48
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Debian 10.10Ubuntu 20.04.2 LTSUbuntu 21.04Debian BullseyeCentOS StreamFedora Server 34Clear Linux 3477012345Min: 0.43 / Avg: 0.44 / Max: 0.44Min: 0.45 / Avg: 0.45 / Max: 0.46Min: 0.45 / Avg: 0.45 / Max: 0.46Min: 0.46 / Avg: 0.46 / Max: 0.46Min: 0.47 / Avg: 0.47 / Max: 0.48Min: 0.48 / Avg: 0.48 / Max: 0.48Min: 0.47 / Avg: 0.48 / Max: 0.49

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkDebian 10.10Debian BullseyeClear Linux 34770CentOS StreamFedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0470140210280350SE +/- 2.31, N = 3SE +/- 3.51, N = 3SE +/- 2.66, N = 7SE +/- 4.35, N = 9SE +/- 1.45, N = 3SE +/- 4.05, N = 9SE +/- 3.71, N = 3282287292293296297319MIN: 1 / MAX: 852MIN: 1 / MAX: 1036MIN: 1 / MAX: 1157MIN: 1 / MAX: 1453MIN: 1 / MAX: 896MIN: 1 / MAX: 1469MIN: 1 / MAX: 1427
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkDebian 10.10Debian BullseyeClear Linux 34770CentOS StreamFedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0460120180240300Min: 278 / Avg: 282 / Max: 286Min: 283 / Avg: 287 / Max: 294Min: 288 / Avg: 292.43 / Max: 308Min: 286 / Avg: 293.44 / Max: 328Min: 294 / Avg: 296.33 / Max: 299Min: 290 / Avg: 297 / Max: 329Min: 312 / Avg: 319.33 / Max: 324

libavif avifenc

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

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Ubuntu 20.04.2 LTSUbuntu 21.04Fedora Server 34Debian BullseyeCentOS StreamDebian 10.10Clear Linux 347700.85881.71762.57643.43524.294SE +/- 0.018, N = 3SE +/- 0.040, N = 5SE +/- 0.030, N = 9SE +/- 0.021, N = 15SE +/- 0.024, N = 15SE +/- 0.037, N = 3SE +/- 0.031, N = 43.8173.7853.6202.8732.8172.7852.6091. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Ubuntu 20.04.2 LTSUbuntu 21.04Fedora Server 34Debian BullseyeCentOS StreamDebian 10.10Clear Linux 34770246810Min: 3.78 / Avg: 3.82 / Max: 3.84Min: 3.68 / Avg: 3.78 / Max: 3.9Min: 3.51 / Avg: 3.62 / Max: 3.73Min: 2.76 / Avg: 2.87 / Max: 2.98Min: 2.69 / Avg: 2.82 / Max: 2.97Min: 2.74 / Avg: 2.79 / Max: 2.86Min: 2.55 / Avg: 2.61 / Max: 2.671. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34Debian BullseyeDebian 10.10CentOS StreamClear Linux 34770714212835SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.31, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 330.5230.2227.8827.4027.2427.0026.151. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34Debian BullseyeDebian 10.10CentOS StreamClear Linux 34770714212835Min: 30.28 / Avg: 30.52 / Max: 30.97Min: 29.86 / Avg: 30.22 / Max: 30.55Min: 27.84 / Avg: 27.88 / Max: 27.92Min: 27.23 / Avg: 27.4 / Max: 27.55Min: 26.84 / Avg: 27.24 / Max: 27.85Min: 26.78 / Avg: 27 / Max: 27.14Min: 26.09 / Avg: 26.15 / Max: 26.231. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34Debian 10.10Debian BullseyeCentOS StreamClear Linux 34770246810SE +/- 0.047, N = 11SE +/- 0.060, N = 6SE +/- 0.006, N = 3SE +/- 0.079, N = 15SE +/- 0.015, N = 3SE +/- 0.064, N = 3SE +/- 0.027, N = 36.3026.2876.1855.3235.2985.1884.9151. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34Debian 10.10Debian BullseyeCentOS StreamClear Linux 347703691215Min: 6.08 / Avg: 6.3 / Max: 6.53Min: 6.01 / Avg: 6.29 / Max: 6.43Min: 6.18 / Avg: 6.18 / Max: 6.2Min: 5.09 / Avg: 5.32 / Max: 5.95Min: 5.27 / Avg: 5.3 / Max: 5.32Min: 5.08 / Avg: 5.19 / Max: 5.3Min: 4.87 / Avg: 4.91 / Max: 4.961. (CXX) g++ options: -O3 -fPIC -lm

Timed Godot Game Engine Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileDebian 10.10Ubuntu 20.04.2 LTSFedora Server 34Ubuntu 21.04Debian Bullseye1428425670SE +/- 0.36, N = 3SE +/- 0.28, N = 3SE +/- 0.09, N = 3SE +/- 0.64, N = 3SE +/- 0.17, N = 363.2957.9154.9554.6353.43
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileDebian 10.10Ubuntu 20.04.2 LTSFedora Server 34Ubuntu 21.04Debian Bullseye1224364860Min: 62.71 / Avg: 63.29 / Max: 63.96Min: 57.36 / Avg: 57.91 / Max: 58.27Min: 54.83 / Avg: 54.95 / Max: 55.13Min: 53.72 / Avg: 54.63 / Max: 55.87Min: 53.1 / Avg: 53.43 / Max: 53.68

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileUbuntu 20.04.2 LTSFedora Server 34Debian BullseyeUbuntu 21.04Clear Linux 34770CentOS StreamDebian 10.10816243240SE +/- 0.36, N = 5SE +/- 0.40, N = 4SE +/- 0.46, N = 3SE +/- 0.35, N = 4SE +/- 0.26, N = 8SE +/- 0.28, N = 7SE +/- 0.22, N = 1035.1434.0232.0331.4531.1731.1329.49
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileUbuntu 20.04.2 LTSFedora Server 34Debian BullseyeUbuntu 21.04Clear Linux 34770CentOS StreamDebian 10.10816243240Min: 34.73 / Avg: 35.14 / Max: 36.57Min: 33.6 / Avg: 34.02 / Max: 35.23Min: 31.51 / Avg: 32.03 / Max: 32.95Min: 31.06 / Avg: 31.45 / Max: 32.5Min: 30.29 / Avg: 31.17 / Max: 32.86Min: 30.17 / Avg: 31.13 / Max: 32.57Min: 28.65 / Avg: 29.49 / Max: 31.16

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: NinjaUbuntu 20.04.2 LTSUbuntu 21.04Fedora Server 34Debian BullseyeCentOS StreamDebian 10.1050100150200250SE +/- 0.86, N = 3SE +/- 0.97, N = 3SE +/- 0.77, N = 3SE +/- 0.11, N = 3SE +/- 0.67, N = 3SE +/- 0.13, N = 3232.76209.93209.69202.01192.20185.20
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: NinjaUbuntu 20.04.2 LTSUbuntu 21.04Fedora Server 34Debian BullseyeCentOS StreamDebian 10.104080120160200Min: 231.03 / Avg: 232.76 / Max: 233.66Min: 208.08 / Avg: 209.93 / Max: 211.36Min: 208.32 / Avg: 209.69 / Max: 210.98Min: 201.81 / Avg: 202.01 / Max: 202.2Min: 191.19 / Avg: 192.2 / Max: 193.46Min: 184.98 / Avg: 185.2 / Max: 185.44

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: Unix MakefilesUbuntu 20.04.2 LTSFedora Server 34Debian BullseyeUbuntu 21.04CentOS StreamDebian 10.1060120180240300SE +/- 1.53, N = 3SE +/- 1.83, N = 3SE +/- 2.32, N = 3SE +/- 0.65, N = 3SE +/- 0.88, N = 3SE +/- 3.17, N = 3286.38257.17250.57250.22227.74223.26
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: Unix MakefilesUbuntu 20.04.2 LTSFedora Server 34Debian BullseyeUbuntu 21.04CentOS StreamDebian 10.1050100150200250Min: 283.97 / Avg: 286.38 / Max: 289.22Min: 254.2 / Avg: 257.17 / Max: 260.5Min: 247.47 / Avg: 250.57 / Max: 255.12Min: 248.93 / Avg: 250.22 / Max: 250.92Min: 226.06 / Avg: 227.74 / Max: 229.02Min: 216.96 / Avg: 223.26 / Max: 227.03

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileUbuntu 20.04.2 LTSUbuntu 21.04Fedora Server 34Debian BullseyeCentOS StreamDebian 10.10306090120150SE +/- 0.10, N = 3SE +/- 0.47, N = 3SE +/- 0.21, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3151.65140.35137.59134.41127.50123.14
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileUbuntu 20.04.2 LTSUbuntu 21.04Fedora Server 34Debian BullseyeCentOS StreamDebian 10.10306090120150Min: 151.52 / Avg: 151.65 / Max: 151.85Min: 139.82 / Avg: 140.35 / Max: 141.28Min: 137.24 / Avg: 137.59 / Max: 137.96Min: 134.1 / Avg: 134.41 / Max: 134.63Min: 127.2 / Avg: 127.5 / Max: 127.7Min: 122.81 / Avg: 123.14 / Max: 123.32

Timed Wasmer Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 1.0.2Time To CompileUbuntu 20.04.2 LTSDebian BullseyeCentOS StreamFedora Server 34Ubuntu 21.041428425670SE +/- 0.35, N = 3SE +/- 0.57, N = 3SE +/- 0.63, N = 3SE +/- 0.19, N = 3SE +/- 0.24, N = 361.2460.6445.0141.5040.231. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lrt -lpthread -lgcc_s -lc -lm -lutil
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 1.0.2Time To CompileUbuntu 20.04.2 LTSDebian BullseyeCentOS StreamFedora Server 34Ubuntu 21.041224364860Min: 60.62 / Avg: 61.24 / Max: 61.82Min: 59.62 / Avg: 60.64 / Max: 61.61Min: 44.2 / Avg: 45.01 / Max: 46.26Min: 41.21 / Avg: 41.5 / Max: 41.86Min: 39.75 / Avg: 40.23 / Max: 40.521. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lrt -lpthread -lgcc_s -lc -lm -lutil

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34Debian BullseyeClear Linux 34770CentOS Stream0.85521.71042.56563.42084.276SE +/- 0.005, N = 3SE +/- 0.010, N = 3SE +/- 0.007, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 3SE +/- 0.003, N = 33.5813.6393.6403.7563.7773.801-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34Debian BullseyeClear Linux 34770CentOS Stream246810Min: 3.57 / Avg: 3.58 / Max: 3.59Min: 3.62 / Avg: 3.64 / Max: 3.66Min: 3.63 / Avg: 3.64 / Max: 3.66Min: 3.75 / Avg: 3.76 / Max: 3.77Min: 3.77 / Avg: 3.78 / Max: 3.78Min: 3.8 / Avg: 3.8 / Max: 3.811. (CXX) g++ options: -O3 -pthread

TensorFlow Lite

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetCentOS StreamUbuntu 21.04Clear Linux 34770Fedora Server 34Debian 10.10Ubuntu 20.04.2 LTSDebian Bullseye20K40K60K80K100KSE +/- 2095.69, N = 15SE +/- 2084.38, N = 15SE +/- 789.17, N = 3SE +/- 521.49, N = 3SE +/- 372.87, N = 3SE +/- 188.81, N = 3SE +/- 292.33, N = 387580.883600.872315.670453.969846.269192.669107.3
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetCentOS StreamUbuntu 21.04Clear Linux 34770Fedora Server 34Debian 10.10Ubuntu 20.04.2 LTSDebian Bullseye15K30K45K60K75KMin: 75881.5 / Avg: 87580.84 / Max: 104795Min: 76660.1 / Avg: 83600.75 / Max: 103395Min: 71156 / Avg: 72315.6 / Max: 73822.7Min: 69431.8 / Avg: 70453.93 / Max: 71144.7Min: 69390.7 / Avg: 69846.2 / Max: 70585.3Min: 68919.2 / Avg: 69192.63 / Max: 69554.9Min: 68718.2 / Avg: 69107.33 / Max: 69679.8

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 21.04CentOS StreamDebian 10.10Fedora Server 34Clear Linux 34770Ubuntu 20.04.2 LTSDebian Bullseye200K400K600K800K1000KSE +/- 7728.90, N = 15SE +/- 4791.59, N = 3SE +/- 4599.44, N = 3SE +/- 6145.17, N = 3SE +/- 4646.48, N = 3SE +/- 2093.15, N = 3SE +/- 1376.88, N = 31052955944105942408941892940126936694932251
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 21.04CentOS StreamDebian 10.10Fedora Server 34Clear Linux 34770Ubuntu 20.04.2 LTSDebian Bullseye200K400K600K800K1000KMin: 1001920 / Avg: 1052955.33 / Max: 1112380Min: 934679 / Avg: 944104.67 / Max: 950316Min: 933269 / Avg: 942408 / Max: 947885Min: 935667 / Avg: 941892 / Max: 954182Min: 932947 / Avg: 940126.33 / Max: 948826Min: 933660 / Avg: 936694 / Max: 940709Min: 930015 / Avg: 932251 / Max: 934761

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 21.04CentOS StreamDebian 10.10Fedora Server 34Clear Linux 34770Debian BullseyeUbuntu 20.04.2 LTS11K22K33K44K55KSE +/- 684.51, N = 15SE +/- 897.43, N = 13SE +/- 96.21, N = 3SE +/- 107.46, N = 3SE +/- 88.65, N = 3SE +/- 101.03, N = 3SE +/- 161.47, N = 350144.445933.144222.943885.743840.543711.543688.4
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 21.04CentOS StreamDebian 10.10Fedora Server 34Clear Linux 34770Debian BullseyeUbuntu 20.04.2 LTS9K18K27K36K45KMin: 46714 / Avg: 50144.37 / Max: 56077.2Min: 43546.7 / Avg: 45933.08 / Max: 54995.4Min: 44080.8 / Avg: 44222.87 / Max: 44406.3Min: 43675.1 / Avg: 43885.73 / Max: 44028Min: 43663.3 / Avg: 43840.47 / Max: 43935.1Min: 43607.2 / Avg: 43711.47 / Max: 43913.5Min: 43422 / Avg: 43688.4 / Max: 43979.7

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.04CentOS StreamDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTSDebian BullseyeClear Linux 3477011K22K33K44K55KSE +/- 515.28, N = 15SE +/- 461.80, N = 3SE +/- 94.70, N = 3SE +/- 170.17, N = 3SE +/- 88.51, N = 3SE +/- 25.57, N = 3SE +/- 12.85, N = 352961.547417.346650.146557.746472.946349.846345.6
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.04CentOS StreamDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTSDebian BullseyeClear Linux 347709K18K27K36K45KMin: 49758.4 / Avg: 52961.49 / Max: 55789.8Min: 46509.2 / Avg: 47417.33 / Max: 48017.2Min: 46531.2 / Avg: 46650.07 / Max: 46837.2Min: 46368.5 / Avg: 46557.7 / Max: 46897.3Min: 46368.7 / Avg: 46472.87 / Max: 46648.9Min: 46324 / Avg: 46349.77 / Max: 46400.9Min: 46322.2 / Avg: 46345.57 / Max: 46366.5

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 21.04CentOS StreamClear Linux 34770Fedora Server 34Ubuntu 20.04.2 LTSDebian 10.10Debian Bullseye200K400K600K800K1000KSE +/- 18410.13, N = 12SE +/- 2990.07, N = 3SE +/- 2058.27, N = 3SE +/- 1783.60, N = 3SE +/- 1339.58, N = 3SE +/- 156.42, N = 3SE +/- 1598.54, N = 3943408843780837254837065835539834724834703
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 21.04CentOS StreamClear Linux 34770Fedora Server 34Ubuntu 20.04.2 LTSDebian 10.10Debian Bullseye160K320K480K640K800KMin: 889417 / Avg: 943408.17 / Max: 1124340Min: 838443 / Avg: 843779.67 / Max: 848785Min: 834039 / Avg: 837254 / Max: 841088Min: 834000 / Avg: 837064.67 / Max: 840178Min: 832863 / Avg: 835538.67 / Max: 836995Min: 834481 / Avg: 834723.67 / Max: 835016Min: 831574 / Avg: 834703.33 / Max: 836835

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: ExhaustiveCentOS StreamUbuntu 20.04.2 LTSUbuntu 21.04Fedora Server 34Clear Linux 34770Debian Bullseye612182430SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 323.9323.6823.5823.5223.5123.461. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: ExhaustiveCentOS StreamUbuntu 20.04.2 LTSUbuntu 21.04Fedora Server 34Clear Linux 34770Debian Bullseye612182430Min: 23.92 / Avg: 23.93 / Max: 23.96Min: 23.66 / Avg: 23.68 / Max: 23.69Min: 23.57 / Avg: 23.58 / Max: 23.6Min: 23.51 / Avg: 23.52 / Max: 23.52Min: 23.51 / Avg: 23.51 / Max: 23.51Min: 23.44 / Avg: 23.46 / Max: 23.471. (CXX) g++ options: -O3 -flto -pthread

Mobile Neural Network

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3Debian 10.10Debian BullseyeCentOS StreamUbuntu 20.04.2 LTSFedora Server 34Ubuntu 21.04Clear Linux 347700.65391.30781.96172.61563.2695SE +/- 0.055, N = 12SE +/- 0.033, N = 15SE +/- 0.018, N = 3SE +/- 0.027, N = 5SE +/- 0.029, N = 15SE +/- 0.025, N = 3SE +/- 0.018, N = 152.9062.6162.5842.5722.5352.4962.264MIN: 2.52 / MAX: 6.63MIN: 2.33 / MAX: 5.48MIN: 2.51 / MAX: 2.98MIN: 2.44 / MAX: 4.26MIN: 2.28 / MAX: 3.47MIN: 2.41 / MAX: 3.32-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.14 / MAX: 5.271. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3Debian 10.10Debian BullseyeCentOS StreamUbuntu 20.04.2 LTSFedora Server 34Ubuntu 21.04Clear Linux 34770246810Min: 2.6 / Avg: 2.91 / Max: 3.29Min: 2.43 / Avg: 2.62 / Max: 2.85Min: 2.55 / Avg: 2.58 / Max: 2.61Min: 2.47 / Avg: 2.57 / Max: 2.63Min: 2.33 / Avg: 2.54 / Max: 2.65Min: 2.46 / Avg: 2.5 / Max: 2.54Min: 2.18 / Avg: 2.26 / Max: 2.41. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1Debian 10.10Debian BullseyeClear Linux 34770Ubuntu 21.04CentOS StreamUbuntu 20.04.2 LTSFedora Server 341.0622.1243.1864.2485.31SE +/- 0.046, N = 12SE +/- 0.029, N = 15SE +/- 0.046, N = 15SE +/- 0.027, N = 3SE +/- 0.084, N = 3SE +/- 0.037, N = 5SE +/- 0.035, N = 154.7204.6764.4094.3774.3554.1444.042MIN: 4.17 / MAX: 23.32MIN: 4.15 / MAX: 20.3-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.99 / MAX: 9.37MIN: 4.25 / MAX: 5.48MIN: 4.13 / MAX: 5.15MIN: 4.02 / MAX: 6.05MIN: 3.75 / MAX: 13.491. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1Debian 10.10Debian BullseyeClear Linux 34770Ubuntu 21.04CentOS StreamUbuntu 20.04.2 LTSFedora Server 34246810Min: 4.42 / Avg: 4.72 / Max: 4.92Min: 4.43 / Avg: 4.68 / Max: 4.84Min: 4.08 / Avg: 4.41 / Max: 4.72Min: 4.33 / Avg: 4.38 / Max: 4.42Min: 4.2 / Avg: 4.36 / Max: 4.48Min: 4.06 / Avg: 4.14 / Max: 4.26Min: 3.8 / Avg: 4.04 / Max: 4.311. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50Debian 10.10Debian BullseyeClear Linux 34770CentOS StreamUbuntu 20.04.2 LTSUbuntu 21.04Fedora Server 34612182430SE +/- 0.28, N = 12SE +/- 0.38, N = 15SE +/- 0.27, N = 15SE +/- 0.43, N = 3SE +/- 0.08, N = 5SE +/- 0.25, N = 3SE +/- 0.28, N = 1523.7422.5222.3522.0321.9521.6618.93MIN: 22.27 / MAX: 64.14MIN: 20.6 / MAX: 109.28-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 19.88 / MAX: 62.08MIN: 20.86 / MAX: 39.15MIN: 20.25 / MAX: 89.25MIN: 20.46 / MAX: 205.8MIN: 17.69 / MAX: 159.341. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50Debian 10.10Debian BullseyeClear Linux 34770CentOS StreamUbuntu 20.04.2 LTSUbuntu 21.04Fedora Server 34612182430Min: 22.73 / Avg: 23.74 / Max: 25.53Min: 20.89 / Avg: 22.52 / Max: 25.3Min: 20.3 / Avg: 22.35 / Max: 24.23Min: 21.2 / Avg: 22.03 / Max: 22.62Min: 21.65 / Avg: 21.95 / Max: 22.16Min: 21.39 / Avg: 21.66 / Max: 22.16Min: 17.92 / Avg: 18.93 / Max: 221. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0Ubuntu 21.04CentOS StreamClear Linux 34770Debian 10.10Debian BullseyeUbuntu 20.04.2 LTSFedora Server 34246810SE +/- 0.027, N = 3SE +/- 0.088, N = 3SE +/- 0.116, N = 15SE +/- 0.099, N = 12SE +/- 0.094, N = 15SE +/- 0.096, N = 5SE +/- 0.049, N = 156.9006.7766.5396.3266.2046.0945.767MIN: 6.51 / MAX: 10.52MIN: 6.24 / MAX: 13.86-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 5.73 / MAX: 9.75MIN: 5.64 / MAX: 13.73MIN: 5.43 / MAX: 24.5MIN: 5.73 / MAX: 12.28MIN: 5.34 / MAX: 18.221. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0Ubuntu 21.04CentOS StreamClear Linux 34770Debian 10.10Debian BullseyeUbuntu 20.04.2 LTSFedora Server 343691215Min: 6.86 / Avg: 6.9 / Max: 6.95Min: 6.66 / Avg: 6.78 / Max: 6.95Min: 5.82 / Avg: 6.54 / Max: 7.47Min: 5.85 / Avg: 6.33 / Max: 7.28Min: 5.68 / Avg: 6.2 / Max: 6.94Min: 5.87 / Avg: 6.09 / Max: 6.43Min: 5.56 / Avg: 5.77 / Max: 6.361. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224CentOS StreamDebian 10.10Debian BullseyeClear Linux 34770Fedora Server 34Ubuntu 21.04Ubuntu 20.04.2 LTS0.96191.92382.88573.84764.8095SE +/- 0.051, N = 3SE +/- 0.072, N = 12SE +/- 0.107, N = 15SE +/- 0.078, N = 15SE +/- 0.046, N = 14SE +/- 0.025, N = 3SE +/- 0.095, N = 54.2754.2424.0344.0263.9753.9553.947MIN: 3.78 / MAX: 21.47MIN: 3.8 / MAX: 6.21MIN: 3.48 / MAX: 7.15-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.61 / MAX: 7.37MIN: 3.37 / MAX: 43.2MIN: 3.85 / MAX: 8.92MIN: 3.62 / MAX: 5.861. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224CentOS StreamDebian 10.10Debian BullseyeClear Linux 34770Fedora Server 34Ubuntu 21.04Ubuntu 20.04.2 LTS246810Min: 4.17 / Avg: 4.27 / Max: 4.33Min: 3.84 / Avg: 4.24 / Max: 4.59Min: 3.55 / Avg: 4.03 / Max: 5.03Min: 3.65 / Avg: 4.03 / Max: 4.7Min: 3.7 / Avg: 3.97 / Max: 4.24Min: 3.92 / Avg: 3.96 / Max: 4Min: 3.66 / Avg: 3.95 / Max: 4.191. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0Debian BullseyeDebian 10.10Clear Linux 34770CentOS StreamFedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.040.85411.70822.56233.41644.2705SE +/- 0.083, N = 15SE +/- 0.086, N = 12SE +/- 0.082, N = 15SE +/- 0.195, N = 3SE +/- 0.057, N = 15SE +/- 0.077, N = 5SE +/- 0.013, N = 33.7963.4822.9812.9322.8942.8492.734MIN: 2.99 / MAX: 6.12MIN: 2.98 / MAX: 5.1-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.55 / MAX: 34.68MIN: 2.63 / MAX: 4.03MIN: 2.55 / MAX: 7.14MIN: 2.57 / MAX: 7.42MIN: 2.67 / MAX: 3.881. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0Debian BullseyeDebian 10.10Clear Linux 34770CentOS StreamFedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04246810Min: 3.05 / Avg: 3.8 / Max: 4.32Min: 3.02 / Avg: 3.48 / Max: 3.91Min: 2.58 / Avg: 2.98 / Max: 3.74Min: 2.7 / Avg: 2.93 / Max: 3.32Min: 2.62 / Avg: 2.89 / Max: 3.45Min: 2.6 / Avg: 2.85 / Max: 3.06Min: 2.72 / Avg: 2.73 / Max: 2.761. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v3Debian BullseyeCentOS StreamDebian 10.10Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34770Fedora Server 34714212835SE +/- 0.10, N = 15SE +/- 0.33, N = 3SE +/- 0.23, N = 12SE +/- 0.18, N = 3SE +/- 0.22, N = 5SE +/- 0.24, N = 15SE +/- 0.14, N = 1527.6527.5226.4724.4224.3623.7522.60MIN: 25.83 / MAX: 133.2MIN: 26.2 / MAX: 115.35MIN: 23.92 / MAX: 128.7MIN: 23.37 / MAX: 128.04MIN: 23.32 / MAX: 78.89-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 22.09 / MAX: 118.52MIN: 21.09 / MAX: 293.571. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v3Debian BullseyeCentOS StreamDebian 10.10Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34770Fedora Server 34612182430Min: 27.09 / Avg: 27.65 / Max: 28.23Min: 26.87 / Avg: 27.52 / Max: 27.96Min: 25.17 / Avg: 26.47 / Max: 27.81Min: 24.23 / Avg: 24.42 / Max: 24.79Min: 23.95 / Avg: 24.36 / Max: 25.17Min: 22.75 / Avg: 23.75 / Max: 25.98Min: 21.87 / Avg: 22.6 / Max: 24.211. (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

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetUbuntu 21.04Debian BullseyeFedora Server 34CentOS StreamUbuntu 20.04.2 LTSClear Linux 34770Debian 10.107001400210028003500SE +/- 50.91, N = 12SE +/- 9.62, N = 3SE +/- 20.85, N = 3SE +/- 3.26, N = 3SE +/- 0.81, N = 3SE +/- 2.55, N = 3SE +/- 3.53, N = 33182.603098.333042.862957.072907.272895.452822.38MIN: 2922.01 / MAX: 3982.53MIN: 2905.58 / MAX: 3528.68MIN: 2872.4 / MAX: 3417.28MIN: 2883.16 / MAX: 3348.08MIN: 2834.03 / MAX: 3318.39-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2840.51 / MAX: 3007.47MIN: 2717.84 / MAX: 3264.891. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetUbuntu 21.04Debian BullseyeFedora Server 34CentOS StreamUbuntu 20.04.2 LTSClear Linux 34770Debian 10.106001200180024003000Min: 3044.73 / Avg: 3182.6 / Max: 3699.41Min: 3086.43 / Avg: 3098.33 / Max: 3117.37Min: 3006.04 / Avg: 3042.86 / Max: 3078.21Min: 2950.67 / Avg: 2957.07 / Max: 2961.34Min: 2906.41 / Avg: 2907.27 / Max: 2908.89Min: 2890.43 / Avg: 2895.45 / Max: 2898.74Min: 2817.58 / Avg: 2822.38 / Max: 2829.261. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Ubuntu 21.04Debian BullseyeCentOS StreamFedora Server 34Ubuntu 20.04.2 LTSClear Linux 34770Debian 10.1070140210280350SE +/- 3.07, N = 6SE +/- 3.50, N = 4SE +/- 0.46, N = 3SE +/- 2.56, N = 3SE +/- 0.71, N = 3SE +/- 0.17, N = 3SE +/- 2.75, N = 3316.89307.53301.64296.55290.34289.53286.25MIN: 286.82 / MAX: 389.03MIN: 283.29 / MAX: 381.19MIN: 299.49 / MAX: 336.37MIN: 285.14 / MAX: 355.51MIN: 286.82 / MAX: 344.05-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 287.89 / MAX: 295.67MIN: 280.64 / MAX: 370.211. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Ubuntu 21.04Debian BullseyeCentOS StreamFedora Server 34Ubuntu 20.04.2 LTSClear Linux 34770Debian 10.1060120180240300Min: 308.8 / Avg: 316.89 / Max: 327.8Min: 299.89 / Avg: 307.53 / Max: 316.63Min: 300.97 / Avg: 301.64 / Max: 302.53Min: 291.45 / Avg: 296.55 / Max: 299.49Min: 289.51 / Avg: 290.34 / Max: 291.76Min: 289.24 / Avg: 289.53 / Max: 289.83Min: 283.4 / Avg: 286.25 / Max: 291.761. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2Ubuntu 21.04Clear Linux 34770Fedora Server 34CentOS StreamUbuntu 20.04.2 LTSDebian 10.10Debian Bullseye1530456075SE +/- 0.11, N = 3SE +/- 0.60, N = 7SE +/- 0.06, N = 3SE +/- 0.16, N = 3SE +/- 0.31, N = 3SE +/- 0.67, N = 5SE +/- 0.47, N = 366.2965.8364.8162.6262.6062.2262.17MIN: 65.53 / MAX: 69.34-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 64.59 / MAX: 69.38MIN: 64.62 / MAX: 65.08MIN: 62.33 / MAX: 63.1MIN: 61.94 / MAX: 63.37MIN: 60.94 / MAX: 65.02MIN: 61.16 / MAX: 62.911. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2Ubuntu 21.04Clear Linux 34770Fedora Server 34CentOS StreamUbuntu 20.04.2 LTSDebian 10.10Debian Bullseye1326395265Min: 66.08 / Avg: 66.29 / Max: 66.43Min: 64.72 / Avg: 65.83 / Max: 69.02Min: 64.7 / Avg: 64.81 / Max: 64.88Min: 62.45 / Avg: 62.62 / Max: 62.95Min: 62.15 / Avg: 62.6 / Max: 63.19Min: 61.13 / Avg: 62.22 / Max: 64.81Min: 61.24 / Avg: 62.17 / Max: 62.81. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 21.04Fedora Server 34Clear Linux 34770CentOS StreamDebian BullseyeUbuntu 20.04.2 LTSDebian 10.1060120180240300SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.57, N = 3SE +/- 0.08, N = 3SE +/- 0.36, N = 3277.58271.39270.35269.47269.36269.18268.00MIN: 277.01 / MAX: 283.06MIN: 271.08 / MAX: 271.69-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 270.03 / MAX: 270.92MIN: 269.22 / MAX: 269.91MIN: 268.62 / MAX: 270.75MIN: 268.98 / MAX: 269.45MIN: 267.47 / MAX: 295.771. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 21.04Fedora Server 34Clear Linux 34770CentOS StreamDebian BullseyeUbuntu 20.04.2 LTSDebian 10.1050100150200250Min: 277.52 / Avg: 277.58 / Max: 277.63Min: 271.22 / Avg: 271.39 / Max: 271.51Min: 270.19 / Avg: 270.35 / Max: 270.5Min: 269.35 / Avg: 269.47 / Max: 269.7Min: 268.73 / Avg: 269.36 / Max: 270.5Min: 269.08 / Avg: 269.18 / Max: 269.34Min: 267.59 / Avg: 268 / Max: 268.711. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUUbuntu 20.04.2 LTSFedora Server 34Ubuntu 21.04Debian 10.10CentOS StreamDebian BullseyeClear Linux 34770816243240SE +/- 0.23, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.25, N = 3SE +/- 0.27, N = 3SE +/- 0.46, N = 3SE +/- 0.24, N = 326.7326.9627.4333.5433.5933.8734.20
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUUbuntu 20.04.2 LTSFedora Server 34Ubuntu 21.04Debian 10.10CentOS StreamDebian BullseyeClear Linux 34770714212835Min: 26.27 / Avg: 26.73 / Max: 27.01Min: 26.58 / Avg: 26.96 / Max: 27.2Min: 27.22 / Avg: 27.43 / Max: 27.61Min: 33.09 / Avg: 33.54 / Max: 33.94Min: 33.17 / Avg: 33.59 / Max: 34.08Min: 33.2 / Avg: 33.87 / Max: 34.75Min: 33.84 / Avg: 34.2 / Max: 34.65

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUFedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04Debian BullseyeCentOS StreamDebian 10.10Clear Linux 34770714212835SE +/- 0.23, N = 5SE +/- 0.19, N = 3SE +/- 0.15, N = 3SE +/- 0.24, N = 3SE +/- 0.25, N = 3SE +/- 0.32, N = 3SE +/- 0.26, N = 322.1322.4922.8627.6727.9227.9528.34
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUFedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04Debian BullseyeCentOS StreamDebian 10.10Clear Linux 34770612182430Min: 21.46 / Avg: 22.13 / Max: 22.76Min: 22.14 / Avg: 22.49 / Max: 22.78Min: 22.7 / Avg: 22.86 / Max: 23.16Min: 27.19 / Avg: 27.67 / Max: 27.98Min: 27.52 / Avg: 27.92 / Max: 28.39Min: 27.41 / Avg: 27.95 / Max: 28.52Min: 28.07 / Avg: 28.34 / Max: 28.87

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUCentOS StreamClear Linux 34770Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04Debian 10.10Debian Bullseye3691215SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 4SE +/- 0.10, N = 3SE +/- 0.02, N = 37.597.748.599.049.389.609.61
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUCentOS StreamClear Linux 34770Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04Debian 10.10Debian Bullseye3691215Min: 7.56 / Avg: 7.59 / Max: 7.62Min: 7.65 / Avg: 7.74 / Max: 7.79Min: 8.54 / Avg: 8.59 / Max: 8.62Min: 9.01 / Avg: 9.04 / Max: 9.09Min: 9.09 / Avg: 9.38 / Max: 9.5Min: 9.42 / Avg: 9.6 / Max: 9.78Min: 9.57 / Avg: 9.61 / Max: 9.64

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTSDebian BullseyeDebian 10.10Clear Linux 34770CentOS Stream1224364860SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 353.5953.1352.8552.5552.4452.2552.25
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTSDebian BullseyeDebian 10.10Clear Linux 34770CentOS Stream1122334455Min: 53.41 / Avg: 53.59 / Max: 53.78Min: 52.98 / Avg: 53.13 / Max: 53.3Min: 52.78 / Avg: 52.85 / Max: 52.97Min: 52.48 / Avg: 52.55 / Max: 52.65Min: 52.35 / Avg: 52.44 / Max: 52.53Min: 52.22 / Avg: 52.25 / Max: 52.28Min: 52.12 / Avg: 52.25 / Max: 52.33

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyUbuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTSCentOS StreamDebian 10.10Clear Linux 34770Debian Bullseye306090120150SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.27, N = 3SE +/- 0.38, N = 3SE +/- 0.13, N = 3147.55146.65146.51146.29146.09145.82145.38
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyUbuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTSCentOS StreamDebian 10.10Clear Linux 34770Debian Bullseye306090120150Min: 147.42 / Avg: 147.55 / Max: 147.62Min: 146.45 / Avg: 146.65 / Max: 146.8Min: 146.24 / Avg: 146.51 / Max: 146.67Min: 145.99 / Avg: 146.29 / Max: 146.47Min: 145.56 / Avg: 146.09 / Max: 146.48Min: 145.26 / Avg: 145.82 / Max: 146.54Min: 145.15 / Avg: 145.38 / Max: 145.59

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyUbuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTSDebian 10.10Clear Linux 34770CentOS StreamDebian Bullseye4080120160200SE +/- 0.18, N = 3SE +/- 0.29, N = 3SE +/- 0.05, N = 3SE +/- 0.98, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.28, N = 3197.52196.64195.79192.55190.95190.76189.90
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyUbuntu 21.04Fedora Server 34Ubuntu 20.04.2 LTSDebian 10.10Clear Linux 34770CentOS StreamDebian Bullseye4080120160200Min: 197.22 / Avg: 197.52 / Max: 197.83Min: 196.15 / Avg: 196.64 / Max: 197.15Min: 195.72 / Avg: 195.79 / Max: 195.88Min: 190.89 / Avg: 192.55 / Max: 194.28Min: 190.71 / Avg: 190.95 / Max: 191.24Min: 190.66 / Avg: 190.76 / Max: 190.9Min: 189.36 / Avg: 189.9 / Max: 190.28

ONNX Runtime

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

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUDebian 10.10CentOS StreamUbuntu 21.04Fedora Server 34Debian BullseyeUbuntu 20.04.2 LTS60120180240300SE +/- 4.62, N = 12SE +/- 2.69, N = 12SE +/- 4.35, N = 12SE +/- 1.96, N = 3SE +/- 4.80, N = 9SE +/- 4.38, N = 122332422572772822911. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUDebian 10.10CentOS StreamUbuntu 21.04Fedora Server 34Debian BullseyeUbuntu 20.04.2 LTS50100150200250Min: 211.5 / Avg: 233.25 / Max: 273Min: 224.5 / Avg: 241.79 / Max: 255.5Min: 231.5 / Avg: 257.29 / Max: 284Min: 274.5 / Avg: 277.17 / Max: 281Min: 262.5 / Avg: 281.61 / Max: 303Min: 267 / Avg: 290.67 / Max: 320.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPUUbuntu 21.04Debian BullseyeCentOS StreamDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS100200300400500SE +/- 5.31, N = 9SE +/- 4.24, N = 12SE +/- 4.86, N = 3SE +/- 6.36, N = 12SE +/- 4.15, N = 12SE +/- 3.78, N = 123954244274324404451. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPUUbuntu 21.04Debian BullseyeCentOS StreamDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTS80160240320400Min: 369.5 / Avg: 395.39 / Max: 417Min: 404 / Avg: 424.04 / Max: 450Min: 417 / Avg: 426.5 / Max: 433Min: 390 / Avg: 431.5 / Max: 460.5Min: 421.5 / Avg: 440.46 / Max: 465Min: 428.5 / Avg: 445.33 / Max: 474.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPUDebian BullseyeCentOS StreamDebian 10.10Fedora Server 34Ubuntu 21.04Ubuntu 20.04.2 LTS20406080100SE +/- 3.37, N = 9SE +/- 2.25, N = 12SE +/- 1.93, N = 12SE +/- 3.41, N = 12SE +/- 3.71, N = 12SE +/- 4.09, N = 97374758490931. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPUDebian BullseyeCentOS StreamDebian 10.10Fedora Server 34Ubuntu 21.04Ubuntu 20.04.2 LTS20406080100Min: 59.5 / Avg: 72.89 / Max: 93Min: 63 / Avg: 73.79 / Max: 86Min: 66.5 / Avg: 75.13 / Max: 86.5Min: 67 / Avg: 84.29 / Max: 104Min: 67.5 / Avg: 89.67 / Max: 102Min: 64 / Avg: 92.56 / Max: 102.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUCentOS StreamUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34Debian 10.10Debian Bullseye2K4K6K8K10KSE +/- 110.43, N = 4SE +/- 40.87, N = 3SE +/- 51.37, N = 3SE +/- 78.91, N = 3SE +/- 108.89, N = 3SE +/- 51.39, N = 3969910193108661091111064112831. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUCentOS StreamUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34Debian 10.10Debian Bullseye2K4K6K8K10KMin: 9408 / Avg: 9698.88 / Max: 9945Min: 10114.5 / Avg: 10193 / Max: 10252Min: 10783 / Avg: 10866.17 / Max: 10960Min: 10785.5 / Avg: 10910.67 / Max: 11056.5Min: 10850.5 / Avg: 11064.33 / Max: 11207Min: 11189 / Avg: 11283 / Max: 113661. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUCentOS StreamDebian BullseyeUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34Debian 10.1011002200330044005500SE +/- 55.13, N = 12SE +/- 22.65, N = 3SE +/- 27.79, N = 3SE +/- 34.58, N = 3SE +/- 26.74, N = 3SE +/- 96.24, N = 124475459746844775488450181. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUCentOS StreamDebian BullseyeUbuntu 21.04Ubuntu 20.04.2 LTSFedora Server 34Debian 10.109001800270036004500Min: 4038 / Avg: 4474.67 / Max: 4709.5Min: 4570 / Avg: 4597 / Max: 4642Min: 4630 / Avg: 4684.17 / Max: 4722Min: 4706 / Avg: 4775 / Max: 4813.5Min: 4832 / Avg: 4884.33 / Max: 4920Min: 4542 / Avg: 5018.38 / Max: 55231. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

Numenta Anomaly Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianUbuntu 20.04.2 LTSDebian 10.10CentOS StreamClear Linux 34770246810SE +/- 0.070, N = 3SE +/- 0.035, N = 3SE +/- 0.071, N = 3SE +/- 0.065, N = 36.8056.6716.2935.938
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianUbuntu 20.04.2 LTSDebian 10.10CentOS StreamClear Linux 347703691215Min: 6.67 / Avg: 6.81 / Max: 6.91Min: 6.63 / Avg: 6.67 / Max: 6.74Min: 6.15 / Avg: 6.29 / Max: 6.36Min: 5.83 / Avg: 5.94 / Max: 6.05

Kripke

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

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Ubuntu 21.04CentOS StreamDebian BullseyeDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTSClear Linux 3477020M40M60M80M100MSE +/- 2082274.38, N = 12SE +/- 1319329.81, N = 12SE +/- 1339128.86, N = 12SE +/- 2823751.60, N = 12SE +/- 2249941.31, N = 15SE +/- 1927474.75, N = 15SE +/- 571137.88, N = 373584941776319277811213378433118784705197865897990502153-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -fopenmp
OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Ubuntu 21.04CentOS StreamDebian BullseyeDebian 10.10Fedora Server 34Ubuntu 20.04.2 LTSClear Linux 3477016M32M48M64M80MMin: 63844510 / Avg: 73584940.83 / Max: 89435110Min: 71069010 / Avg: 77631926.67 / Max: 84643510Min: 69893600 / Avg: 78112133.33 / Max: 86008090Min: 65937930 / Avg: 78433118.33 / Max: 94946430Min: 63559540 / Avg: 78470519.33 / Max: 91733410Min: 64469010 / Avg: 78658978.67 / Max: 88693090Min: 89763250 / Avg: 90502153.33 / Max: 916260001. (CXX) g++ options: -O3 -fopenmp

BRL-CAD

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

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.32.2VGR Performance MetricCentOS StreamDebian 10.10Fedora Server 34Ubuntu 21.04Debian BullseyeUbuntu 20.04.2 LTS90K180K270K360K450K4068234091254177814198354201564224811. (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