EPYC Tyan Server

AMD EPYC 7543 32-Core testing with a TYAN S8036GM2NE-LE (V2.00.B21 BIOS) and ASPEED on Fedora 34 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2106212-IB-2106219IB12&grs&sro.

EPYC Tyan ServerProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionUbuntu 20.04.2 LTSFedora Server 34AMD 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 20210531xfsOpenBenchmarking.orgKernel Details- 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 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: 0xa001119Python Details- Ubuntu 20.04.2 LTS: Python 3.8.5- Fedora Server 34: 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

EPYC Tyan Servernpb: LU.Cnpb: SP.Cnpb: FT.Cnpb: CG.Cnpb: IS.Dbuild-wasmer: Time To Compilesvt-vp9: VMAF Optimized - Bosphorus 1080pvpxenc: Speed 5 - Bosphorus 4Ksvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pmnn: resnet-v2-50svt-av1: Preset 8 - Bosphorus 4Kvpxenc: Speed 0 - Bosphorus 4Kbuild-llvm: Unix Makefilesbuild-llvm: Ninjabuild-nodejs: Time To Compileavifenc: 6, Losslessmnn: inception-v3oidn: RTLightmap.hdr.4096x4096oidn: RT.ldr_alb_nrm.3840x2160oidn: RT.hdr_alb_nrm.3840x2160mnn: SqueezeNetV1.0avifenc: 10build-godot: Time To Compileplaidml: No - Inference - ResNet 50 - CPUonnx: yolov4 - OpenMP CPUtnn: CPU - DenseNetincompact3d: input.i3d 193 Cells Per Directiontnn: CPU - SqueezeNet v2build-linux-kernel: Time To Compilesvt-vp9: Visual Quality Optimized - Bosphorus 1080pmnn: squeezenetv1.1onnx: super-resolution-10 - OpenMP CPUtnn: CPU - MobileNet v2tensorflow-lite: SqueezeNetluxcorerender: Rainbow Colors and Prism - CPUavifenc: 10, Losslessplaidml: No - Inference - VGG19 - CPUluxcorerender: Danish Mood - CPUmnn: mobilenetV3onnx: bertsquad-10 - OpenMP CPUbrl-cad: VGR Performance Metricluxcorerender: LuxCore Benchmark - CPUsvt-av1: Preset 4 - Bosphorus 4Kplaidml: No - Inference - VGG16 - CPUtnn: CPU - SqueezeNet v1.1mnn: MobileNetV2_224astcenc: Exhaustivetensorflow-lite: Inception V4ospray: San Miguel - Path Tracerembree: Pathtracer ISPC - Asian Dragonblender: BMW27 - CPU-Onlytensorflow-lite: Mobilenet Floatblender: Barbershop - CPU-Onlyonnx: shufflenet-v2-10 - OpenMP CPUsvt-hevc: 7 - Bosphorus 1080popenvkl: vklBenchmarksvt-hevc: 1 - Bosphorus 1080pospray: XFrog Forest - Path Tracerembree: Pathtracer ISPC - Crownluxcorerender: DLSC - CPUtensorflow-lite: Inception ResNet V2tensorflow-lite: Mobilenet Quantnamd: ATPase Simulation - 327,506 Atomsblender: Classroom - CPU-Onlygromacs: MPI CPU - water_GMX50_barenumenta-nab: Bayesian Changepointnumenta-nab: Earthgecko Skylinenumenta-nab: Windowed Gaussiannumenta-nab: Relative Entropynumenta-nab: EXPoSEopenvino: Age Gender Recognition Retail 0013 FP32 - CPUopenvino: Age Gender Recognition Retail 0013 FP32 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Person Detection 0106 FP32 - CPUopenvino: Person Detection 0106 FP32 - CPUopenvino: Person Detection 0106 FP16 - CPUopenvino: Person Detection 0106 FP16 - CPUopenvino: Face Detection 0106 FP32 - CPUopenvino: Face Detection 0106 FP32 - CPUopenvino: Face Detection 0106 FP16 - CPUopenvino: Face Detection 0106 FP16 - CPUgpaw: Carbon Nanotubebuild-mesa: Time To Compileospray: Magnetic Reconnection - Path Tracerospray: NASA Streamlines - Path Tracerluxcorerender: Orange Juice - CPUxmrig: Wownero - 1Mxmrig: Monero - 1Mopenfoam: Motorbike 60Mopenfoam: Motorbike 30Mnwchem: C240 Buckyballkripke: onnx: fcn-resnet101-11 - OpenMP CPUmnn: mobilenet-v1-1.0tensorflow-lite: NASNet Mobilesvt-hevc: 10 - Bosphorus 1080pminife: Smallnpb: MG.Cnpb: EP.Dnpb: BT.Chpcg: Ubuntu 20.04.2 LTSFedora Server 34102552.8433234.2847059.6829891.711786.8261.241349.1613.63353.9821.95420.8516.16286.375232.758151.64730.22224.3610.450.900.906.0943.81757.9079.042912907.26627.876948062.59735.137264.894.1444775290.33769192.616.386.28722.494.322.5724454224814.731.93126.73269.1823.94723.67799366943.7237.186552.8543688.4195.7910866282.3829724.654.4733.31875.4583553946472.90.67252146.513.63926.84276.4146.80513.0471397.7760.7620458.870.7620273.783448.714.583486.444.572551.276.252548.126.25114.89622.74750012.358.2923123.121914.9237.3822.243116.978658979932.84988673.1458.1811203.0449265.362934.2687954.9812.877821406.4510058.2817996.0913587.611092.1841.498291.7616.23305.1418.93318.3456.89257.168209.690137.58827.88122.6030.480.960.965.7673.62054.9488.592773042.86129.036647864.81134.019272.554.0424884296.54770453.916.116.18522.134.392.5354404177814.681.91326.96271.3913.97523.51679418923.7037.383853.1343885.7196.6410911281.3729624.714.4633.38935.4683706546557.70.67355146.653.64050012.358.2978470519842.894111782.4434.0710017.7923154.541601.2220507.5511.7130OpenBenchmarking.org

NAS Parallel Benchmarks

Test / Class: LU.C

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

NAS Parallel Benchmarks

Test / Class: SP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CFedora Server 34Ubuntu 20.04.2 LTS7K14K21K28K35KSE +/- 44.59, N = 3SE +/- 59.03, N = 310058.2833234.281. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

NAS Parallel Benchmarks

Test / Class: FT.C

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

NAS Parallel Benchmarks

Test / Class: CG.C

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

NAS Parallel Benchmarks

Test / Class: IS.D

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

Timed Wasmer Compilation

Time To Compile

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

SVT-VP9

Tuning: VMAF Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pFedora Server 34Ubuntu 20.04.2 LTS80160240320400SE +/- 1.79, N = 3SE +/- 4.22, N = 12291.76349.161. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

VP9 libvpx Encoding

Speed: Speed 5 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KFedora Server 34Ubuntu 20.04.2 LTS48121620SE +/- 0.13, N = 3SE +/- 0.07, N = 316.2313.631. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pFedora Server 34Ubuntu 20.04.2 LTS80160240320400SE +/- 2.17, N = 15SE +/- 2.18, N = 3305.14353.981. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50Fedora Server 34Ubuntu 20.04.2 LTS510152025SE +/- 0.28, N = 15SE +/- 0.08, N = 518.9321.95MIN: 17.69 / MAX: 159.34MIN: 20.25 / MAX: 89.251. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KFedora Server 34Ubuntu 20.04.2 LTS510152025SE +/- 0.11, N = 3SE +/- 0.12, N = 318.3520.851. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

VP9 libvpx Encoding

Speed: Speed 0 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KFedora Server 34Ubuntu 20.04.2 LTS246810SE +/- 0.04, N = 3SE +/- 0.01, N = 36.896.161. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

Timed LLVM Compilation

Build System: Unix Makefiles

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: Unix MakefilesFedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 1.83, N = 3SE +/- 1.53, N = 3257.17286.38

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: NinjaFedora Server 34Ubuntu 20.04.2 LTS50100150200250SE +/- 0.77, N = 3SE +/- 0.86, N = 3209.69232.76

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileFedora Server 34Ubuntu 20.04.2 LTS306090120150SE +/- 0.21, N = 3SE +/- 0.10, N = 3137.59151.65

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessFedora Server 34Ubuntu 20.04.2 LTS714212835SE +/- 0.02, N = 3SE +/- 0.20, N = 327.8830.221. (CXX) g++ options: -O3 -fPIC -lm

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v3Fedora Server 34Ubuntu 20.04.2 LTS612182430SE +/- 0.14, N = 15SE +/- 0.22, N = 522.6024.36MIN: 21.09 / MAX: 293.57MIN: 23.32 / MAX: 78.891. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Fedora Server 34Ubuntu 20.04.2 LTS0.1080.2160.3240.4320.54SE +/- 0.00, N = 3SE +/- 0.00, N = 30.480.45

Intel Open Image Denoise

Run: RT.ldr_alb_nrm.3840x2160

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160Fedora Server 34Ubuntu 20.04.2 LTS0.2160.4320.6480.8641.08SE +/- 0.00, N = 3SE +/- 0.00, N = 30.960.90

Intel Open Image Denoise

Run: RT.hdr_alb_nrm.3840x2160

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160Fedora Server 34Ubuntu 20.04.2 LTS0.2160.4320.6480.8641.08SE +/- 0.00, N = 3SE +/- 0.00, N = 30.960.90

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0Fedora Server 34Ubuntu 20.04.2 LTS246810SE +/- 0.049, N = 15SE +/- 0.096, N = 55.7676.094MIN: 5.34 / MAX: 18.22MIN: 5.73 / MAX: 12.281. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Fedora Server 34Ubuntu 20.04.2 LTS0.85881.71762.57643.43524.294SE +/- 0.030, N = 9SE +/- 0.018, N = 33.6203.8171. (CXX) g++ options: -O3 -fPIC -lm

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileFedora Server 34Ubuntu 20.04.2 LTS1326395265SE +/- 0.09, N = 3SE +/- 0.28, N = 354.9557.91

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUFedora Server 34Ubuntu 20.04.2 LTS3691215SE +/- 0.03, N = 3SE +/- 0.03, N = 38.599.04

ONNX Runtime

Model: yolov4 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUFedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 1.96, N = 3SE +/- 4.38, N = 122772911. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

TNN

Target: CPU - Model: DenseNet

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetFedora Server 34Ubuntu 20.04.2 LTS7001400210028003500SE +/- 20.85, N = 3SE +/- 0.81, N = 33042.862907.27MIN: 2872.4 / MAX: 3417.28MIN: 2834.03 / MAX: 3318.391. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Xcompact3d Incompact3d

Input: input.i3d 193 Cells Per Direction

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

TNN

Target: CPU - Model: SqueezeNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2Fedora Server 34Ubuntu 20.04.2 LTS1428425670SE +/- 0.06, N = 3SE +/- 0.31, N = 364.8162.60MIN: 64.62 / MAX: 65.08MIN: 61.94 / MAX: 63.371. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileFedora Server 34Ubuntu 20.04.2 LTS816243240SE +/- 0.40, N = 4SE +/- 0.36, N = 534.0235.14

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pFedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 2.18, N = 3SE +/- 2.34, N = 3272.55264.891. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Mobile Neural Network

Model: squeezenetv1.1

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1Fedora Server 34Ubuntu 20.04.2 LTS0.93241.86482.79723.72964.662SE +/- 0.035, N = 15SE +/- 0.037, N = 54.0424.144MIN: 3.75 / MAX: 13.49MIN: 4.02 / MAX: 6.051. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

ONNX Runtime

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

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUFedora Server 34Ubuntu 20.04.2 LTS10002000300040005000SE +/- 26.74, N = 3SE +/- 34.58, N = 3488447751. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Fedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 2.56, N = 3SE +/- 0.71, N = 3296.55290.34MIN: 285.14 / MAX: 355.51MIN: 286.82 / MAX: 344.051. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetFedora Server 34Ubuntu 20.04.2 LTS15K30K45K60K75KSE +/- 521.49, N = 3SE +/- 188.81, N = 370453.969192.6

LuxCoreRender

Scene: Rainbow Colors and Prism - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: CPUFedora Server 34Ubuntu 20.04.2 LTS48121620SE +/- 0.10, N = 3SE +/- 0.19, N = 1516.1116.38MIN: 14.68 / MAX: 16.32MIN: 14.52 / MAX: 18.74

libavif avifenc

Encoder Speed: 10, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessFedora Server 34Ubuntu 20.04.2 LTS246810SE +/- 0.006, N = 3SE +/- 0.060, N = 66.1856.2871. (CXX) g++ options: -O3 -fPIC -lm

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUFedora Server 34Ubuntu 20.04.2 LTS510152025SE +/- 0.23, N = 5SE +/- 0.19, N = 322.1322.49

LuxCoreRender

Scene: Danish Mood - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUFedora Server 34Ubuntu 20.04.2 LTS0.98781.97562.96343.95124.939SE +/- 0.04, N = 3SE +/- 0.02, N = 34.394.32MIN: 1.77 / MAX: 5.1MIN: 1.72 / MAX: 5.09

Mobile Neural Network

Model: mobilenetV3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3Fedora Server 34Ubuntu 20.04.2 LTS0.57871.15741.73612.31482.8935SE +/- 0.029, N = 15SE +/- 0.027, N = 52.5352.572MIN: 2.28 / MAX: 3.47MIN: 2.44 / MAX: 4.261. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

ONNX Runtime

Model: bertsquad-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPUFedora Server 34Ubuntu 20.04.2 LTS100200300400500SE +/- 4.15, N = 12SE +/- 3.78, N = 124404451. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.32.2VGR Performance MetricFedora Server 34Ubuntu 20.04.2 LTS90K180K270K360K450K4177814224811. (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

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUFedora Server 34Ubuntu 20.04.2 LTS1.06432.12863.19294.25725.3215SE +/- 0.01, N = 3SE +/- 0.01, N = 34.684.73MIN: 1.77 / MAX: 5.48MIN: 1.81 / MAX: 5.53

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 4 - Input: Bosphorus 4KFedora Server 34Ubuntu 20.04.2 LTS0.43450.8691.30351.7382.1725SE +/- 0.004, N = 3SE +/- 0.001, N = 31.9131.9311. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUFedora Server 34Ubuntu 20.04.2 LTS612182430SE +/- 0.19, N = 3SE +/- 0.23, N = 326.9626.73

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1Fedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 0.09, N = 3SE +/- 0.08, N = 3271.39269.18MIN: 271.08 / MAX: 271.69MIN: 268.98 / MAX: 269.451. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224Fedora Server 34Ubuntu 20.04.2 LTS0.89441.78882.68323.57764.472SE +/- 0.046, N = 14SE +/- 0.095, N = 53.9753.947MIN: 3.37 / MAX: 43.2MIN: 3.62 / MAX: 5.861. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: ExhaustiveFedora Server 34Ubuntu 20.04.2 LTS612182430SE +/- 0.00, N = 3SE +/- 0.01, N = 323.5223.681. (CXX) g++ options: -O3 -flto -pthread

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Fedora Server 34Ubuntu 20.04.2 LTS200K400K600K800K1000KSE +/- 6145.17, N = 3SE +/- 2093.15, N = 3941892936694

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerFedora Server 34Ubuntu 20.04.2 LTS0.8371.6742.5113.3484.185SE +/- 0.01, N = 3SE +/- 0.00, N = 33.703.72MIN: 3.01 / MAX: 3.73MIN: 2.87 / MAX: 3.75

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonFedora Server 34Ubuntu 20.04.2 LTS918273645SE +/- 0.15, N = 3SE +/- 0.26, N = 337.3837.19MIN: 36.85 / MAX: 38.17MIN: 36.46 / MAX: 37.99

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyFedora Server 34Ubuntu 20.04.2 LTS1224364860SE +/- 0.09, N = 3SE +/- 0.06, N = 353.1352.85

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatFedora Server 34Ubuntu 20.04.2 LTS9K18K27K36K45KSE +/- 107.46, N = 3SE +/- 161.47, N = 343885.743688.4

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyFedora Server 34Ubuntu 20.04.2 LTS4080120160200SE +/- 0.29, N = 3SE +/- 0.05, N = 3196.64195.79

ONNX Runtime

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

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUFedora Server 34Ubuntu 20.04.2 LTS2K4K6K8K10KSE +/- 78.91, N = 3SE +/- 51.37, N = 310911108661. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pFedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 2.22, N = 3SE +/- 3.95, N = 3281.37282.381. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkFedora Server 34Ubuntu 20.04.2 LTS60120180240300SE +/- 1.45, N = 3SE +/- 4.05, N = 9296297MIN: 1 / MAX: 896MIN: 1 / MAX: 1469

SVT-HEVC

Tuning: 1 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pFedora Server 34Ubuntu 20.04.2 LTS612182430SE +/- 0.10, N = 3SE +/- 0.09, N = 324.7124.651. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerFedora Server 34Ubuntu 20.04.2 LTS1.00582.01163.01744.02325.029SE +/- 0.00, N = 3SE +/- 0.01, N = 34.464.47MIN: 4.05 / MAX: 4.5MIN: 4.24 / MAX: 4.5

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownFedora Server 34Ubuntu 20.04.2 LTS816243240SE +/- 0.05, N = 3SE +/- 0.01, N = 333.3933.32MIN: 32.92 / MAX: 34.19MIN: 32.96 / MAX: 33.96

LuxCoreRender

Scene: DLSC - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUFedora Server 34Ubuntu 20.04.2 LTS1.22852.4573.68554.9146.1425SE +/- 0.04, N = 3SE +/- 0.01, N = 35.465.45MIN: 5.31 / MAX: 5.8MIN: 5.34 / MAX: 5.8

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Fedora Server 34Ubuntu 20.04.2 LTS200K400K600K800K1000KSE +/- 1783.60, N = 3SE +/- 1339.58, N = 3837065835539

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantFedora Server 34Ubuntu 20.04.2 LTS10K20K30K40K50KSE +/- 170.17, N = 3SE +/- 88.51, N = 346557.746472.9

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsFedora Server 34Ubuntu 20.04.2 LTS0.15150.3030.45450.6060.7575SE +/- 0.00051, N = 3SE +/- 0.00041, N = 30.673550.67252

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyFedora Server 34Ubuntu 20.04.2 LTS306090120150SE +/- 0.10, N = 3SE +/- 0.13, N = 3146.65146.51

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

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

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointUbuntu 20.04.2 LTS612182430SE +/- 0.15, N = 326.84

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineUbuntu 20.04.2 LTS20406080100SE +/- 0.34, N = 376.41

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianUbuntu 20.04.2 LTS246810SE +/- 0.070, N = 36.805

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyUbuntu 20.04.2 LTS3691215SE +/- 0.14, N = 313.05

Numenta Anomaly Benchmark

Detector: EXPoSE

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: EXPoSEUbuntu 20.04.2 LTS30060090012001500SE +/- 15.40, N = 31397.78

OpenVINO

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

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

OpenVINO

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

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

OpenVINO

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

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

OpenVINO

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

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

OpenVINO

Model: Person Detection 0106 FP32 - Device: CPU

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

OpenVINO

Model: Person Detection 0106 FP32 - Device: CPU

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

OpenVINO

Model: Person Detection 0106 FP16 - Device: CPU

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

OpenVINO

Model: Person Detection 0106 FP16 - Device: CPU

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

OpenVINO

Model: Face Detection 0106 FP32 - Device: CPU

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

OpenVINO

Model: Face Detection 0106 FP32 - Device: CPU

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

OpenVINO

Model: Face Detection 0106 FP16 - Device: CPU

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

OpenVINO

Model: Face Detection 0106 FP16 - Device: CPU

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

GPAW

Input: Carbon Nanotube

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

Timed Mesa Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 21.0Time To CompileUbuntu 20.04.2 LTS510152025SE +/- 0.32, N = 322.75

OSPray

Demo: Magnetic Reconnection - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerFedora Server 34Ubuntu 20.04.2 LTS110220330440550500500MIN: 250MIN: 250

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerFedora Server 34Ubuntu 20.04.2 LTS3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 312.3512.35MIN: 9.26 / MAX: 12.5MIN: 9.26 / MAX: 12.5

LuxCoreRender

Scene: Orange Juice - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: CPUFedora Server 34Ubuntu 20.04.2 LTS246810SE +/- 0.02, N = 3SE +/- 0.01, N = 38.298.29MIN: 7.33 / MAX: 8.74MIN: 7.33 / MAX: 8.75

Xmrig

Variant: Wownero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1MUbuntu 20.04.2 LTS5K10K15K20K25KSE +/- 36.32, N = 323123.11. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Xmrig

Variant: Monero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MUbuntu 20.04.2 LTS5K10K15K20K25KSE +/- 33.78, N = 321914.91. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

OpenFOAM

Input: Motorbike 60M

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

OpenFOAM

Input: Motorbike 30M

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

NWChem

Input: C240 Buckyball

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

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Fedora Server 34Ubuntu 20.04.2 LTS20M40M60M80M100MSE +/- 2249941.31, N = 15SE +/- 1927474.75, N = 1578470519786589791. (CXX) g++ options: -O3 -fopenmp

ONNX Runtime

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

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPUFedora Server 34Ubuntu 20.04.2 LTS20406080100SE +/- 3.41, N = 12SE +/- 4.09, N = 984931. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0Fedora Server 34Ubuntu 20.04.2 LTS0.65121.30241.95362.60483.256SE +/- 0.057, N = 15SE +/- 0.077, N = 52.8942.849MIN: 2.55 / MAX: 7.14MIN: 2.57 / MAX: 7.421. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileFedora Server 34Ubuntu 20.04.2 LTS20K40K60K80K100KSE +/- 3807.02, N = 15SE +/- 1510.00, N = 15111782.488673.1

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pFedora Server 34Ubuntu 20.04.2 LTS100200300400500SE +/- 6.12, N = 15SE +/- 12.16, N = 15434.07458.181. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

miniFE

Problem Size: Small

OpenBenchmarking.orgCG Mflops, More Is BetterminiFE 2.2Problem Size: SmallFedora Server 34Ubuntu 20.04.2 LTS2K4K6K8K10KSE +/- 203.18, N = 12SE +/- 260.75, N = 1510017.7911203.041. (CXX) g++ options: -O3 -fopenmp -pthread -lmpi_cxx -lmpi

NAS Parallel Benchmarks

Test / Class: MG.C

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

NAS Parallel Benchmarks

Test / Class: EP.D

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

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CFedora Server 34Ubuntu 20.04.2 LTS20K40K60K80K100KSE +/- 482.34, N = 9SE +/- 203.96, N = 320507.5587954.981. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

High Performance Conjugate Gradient

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

Phoronix Test Suite v10.8.4