Ubuntu 20.10 Devel

Intel Core i9-10980XE testing with a ASRock X299 Steel Legend (P1.30 BIOS) and NVIDIA NV132 11GB on openSUSE Tumbleweed 20200929 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2010023-FI-2010015FI16&grr.

Ubuntu 20.10 DevelProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedIntel Core i9-10980XE @ 4.80GHz (18 Cores / 36 Threads)ASRock X299 Steel Legend (P1.30 BIOS)Intel Sky Lake-E DMI3 Registers32GBSamsung SSD 970 PRO 512GBNVIDIA NV132 11GBRealtek ALC1220ASUS MG28UIntel I219-V + Intel I211Ubuntu 20.105.8.0-19-generic (x86_64)GNOME Shell 3.38.0X Server 1.20.8nouveau 1.0.164.3 Mesa 20.1.8GCC 10.2.0ext43840x2160Fedora 335.8.12-300.fc33.x86_64 (x86_64)X Server + Wayland4.3 Mesa 20.2.0GCC 10.2.1 20200826 + Clang 11.0.0btrfsSamsung SSD 970 PRO 512GB + 31GB UDiskClear Linux OS 337805.7.13-975.native (x86_64)X Server 1.20.8nouveau 1.0.164.3 Mesa 20.2.0-develGCC 10.2.1 20200928 releases/gcc-10.2.0-302-ga6c47f4ce2 + Clang 10.0.1 + LLVM 10.0.1ext4openSUSE Tumbleweed 202009295.8.10-1-default (x86_64)KDE Plasma 5.19.5X Server 1.20.94.3 Mesa 20.1.8GCC 10.2.1 20200825 [revision c0746a1beb1ba073c7981eb09f55b3d993b32e5c]btrfsOpenBenchmarking.orgCompiler Details- Ubuntu 20.10 20200929: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-rn7uax/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-rn7uax/gcc-10-10.2.0/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-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 Workstation 33 Beta: --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-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Clear Linux 33780: --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=haswell - openSUSE Tumbleweed: --build=x86_64-suse-linux --disable-libcc1 --disable-libssp --disable-libstdcxx-pch --disable-libvtv --disable-werror --enable-cet=auto --enable-checking=release --enable-gnu-indirect-function --enable-languages=c,c++,objc,fortran,obj-c++,ada,go,d --enable-libphobos --enable-libstdcxx-allocator=new --enable-link-mutex --enable-linux-futex --enable-multilib --enable-offload-targets=nvptx-none=/usr/nvptx-none,amdgcn-amdhsa=/usr/amdgcn-amdhsa, --enable-plugin --enable-ssp --enable-version-specific-runtime-libs --host=x86_64-suse-linux --mandir=/usr/share/man --with-arch-32=x86-64 --with-build-config=bootstrap-lto-lean --with-gcc-major-version-only --with-slibdir=/lib64 --with-tune=generic --without-cuda-driver --without-system-libunwind Processor Details- Ubuntu 20.10 20200929: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x5002f01- Fedora Workstation 33 Beta: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x5002f01- Clear Linux 33780: Scaling Governor: intel_pstate performance - CPU Microcode: 0x500012c- openSUSE Tumbleweed: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x5002f01Java Details- Ubuntu 20.10 20200929: OpenJDK Runtime Environment (build 11.0.8+10-post-Ubuntu-0ubuntu1)- Fedora Workstation 33 Beta: OpenJDK Runtime Environment 18.9 (build 11.0.9-ea+6)- Clear Linux 33780: OpenJDK Runtime Environment (build 1.8.0-u252-ga-b00)- openSUSE Tumbleweed: OpenJDK Runtime Environment (build 11.0.8+10-suse-1.3-x8664)Python Details- Ubuntu 20.10 20200929: Python 3.8.6- Fedora Workstation 33 Beta: Python 3.9.0rc2- Clear Linux 33780: Python 3.8.6- openSUSE Tumbleweed: Python 2.7.18 + Python 3.8.5Security Details- Ubuntu 20.10 20200929: itlb_multihit: KVM: Mitigation of VMX disabled + 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled - Fedora Workstation 33 Beta: SELinux + itlb_multihit: KVM: Mitigation of VMX disabled + 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled - Clear Linux 33780: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled - openSUSE Tumbleweed: itlb_multihit: KVM: Mitigation of VMX disabled + 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled Environment Details- Clear Linux 33780: 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 20.10 Devellammps: 20k Atomsplaidml: No - Inference - DenseNet 201 - CPUbasis: UASTC Level 2 + RDO Post-Processingblender: Barbershop - CPU-Onlycryptopp: Keyed Algorithmsjava-gradle-perf: Reactorplaidml: No - Inference - ResNet 50 - CPUai-benchmark: Device AI Scoreai-benchmark: Device Training Scoreai-benchmark: Device Inference Scoreplaidml: No - Inference - Inception V3 - CPUbrl-cad: VGR Performance Metricblender: Pabellon Barcelona - CPU-Onlyblender: Classroom - CPU-Onlycp2k: Fayalite-FIST Datamnn: inception-v3mnn: MobileNetV2_224mnn: resnet-v2-50mnn: SqueezeNetV1.0kripke: hpcg: hint: FLOATamg: caffe: GoogleNet - CPU - 200pyperformance: python_startupplaidml: No - Inference - Mobilenet - CPUappleseed: Emilyastcenc: Exhaustiveasmfish: 1024 Hash Memory, 26 Depthhmmer: Pfam Database Searchblender: Fishy Cat - CPU-Onlygromacs: Water Benchmarkmnn: mobilenet-v1-1.0plaidml: No - Inference - VGG19 - CPUdeepspeech: CPUopenvkl: vklBenchmarktensorflow-lite: Inception V4ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU-v2-v2 - mobilenet-v2blender: BMW27 - CPU-Onlyplaidml: No - Inference - VGG16 - CPUtensorflow-lite: Inception ResNet V2appleseed: Material Testerappleseed: Disney Materialrocksdb: Rand Fillcaffe: AlexNet - CPU - 200pyperformance: raytracencnn: CPU - shufflenet-v2ncnn: CPU - yolov4-tinyncnn: CPU - resnet50ncnn: CPU - alexnetncnn: CPU - resnet18ncnn: CPU - vgg16ncnn: CPU - googlenetncnn: CPU - blazefacencnn: CPU - efficientnet-b0ncnn: CPU - mnasnetncnn: CPU - mobilenetncnn: CPU - squeezenetavifenc: 0leveldb: Hot Readnamd: ATPase Simulation - 327,506 Atomstensorflow-lite: Mobilenet Quanttensorflow-lite: Mobilenet Floattensorflow-lite: SqueezeNettensorflow-lite: NASNet Mobilerocksdb: Read While Writingrocksdb: Rand Readonednn: IP Batch All - bf16bf16bf16 - CPUonednn: IP Batch All - u8s8f32 - CPUonednn: IP Batch All - f32 - CPUsqlite-speedtest: Timed Time - Size 1,000pyperformance: 2to3gegl: Wavelet Blurhimeno: Poisson Pressure Solverrawtherapee: Total Benchmark Timecompress-zstd: 19gegl: Color Enhancebuild-linux-kernel: Time To Compilebasis: ETC1Sgit: Time To Complete Common Git Commandspyperformance: gobuild-php: Time To Compileavifenc: 2gegl: Rotate 90 Degreesbasis: UASTC Level 3onednn: Recurrent Neural Network Training - f32 - CPUwebp: Quality 100, Lossless, Highest Compressiononednn: Recurrent Neural Network Inference - f32 - CPUgegl: Antialiascoremark: CoreMark Size 666 - Iterations Per Secondleveldb: Seek Randpyperformance: django_templatepyperformance: regex_compilecompress-zstd: 3leveldb: Rand Readgegl: Tile Glassplaidml: No - Inference - IMDB LSTM - CPUpyperformance: chaospyperformance: floatpyperformance: crypto_pyaespyperformance: nbodypyperformance: pathlibpyperformance: pickle_pure_pythonpybench: Total For Average Test Timesastcenc: Thoroughpyperformance: json_loadsrocksdb: Seq Fillonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUonednn: Deconvolution Batch deconv_1d - bf16bf16bf16 - CPUbasis: UASTC Level 2onednn: Deconvolution Batch deconv_1d - u8s8f32 - CPUonednn: Deconvolution Batch deconv_1d - f32 - CPUcrafty: Elapsed Timetnn: CPU - MobileNet v2openssl: RSA 4096-bit Performancetnn: CPU - SqueezeNet v1.1dolfyn: Computational Fluid Dynamicsoidn: Memorialwebp: Quality 100, Losslessgimp: unsharp-maskonednn: IP Batch 1D - f32 - CPUsvt-av1: Enc Mode 4 - 1080pdacapobench: Tradebeansonednn: IP Batch 1D - bf16bf16bf16 - CPUonednn: IP Batch 1D - u8s8f32 - CPUnode-express-loadtest: gimp: auto-levelsphpbench: PHP Benchmark Suitegimp: rotateonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUdacapobench: Tradesoapdacapobench: H2darktable: Boat - CPU-onlygimp: resizesvt-av1: Enc Mode 8 - 1080pdacapobench: Jythonbasis: UASTC Level 0onednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUastcenc: Mediumwebp: Quality 100, Highest Compressiononednn: Convolution Batch Shapes Auto - u8s8f32 - CPUlammps: Rhodopsin Proteinonednn: Deconvolution Batch deconv_3d - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUtjbench: Decompression Throughputastcenc: Fastavifenc: 8avifenc: 10darktable: Masskrug - CPU-onlydarktable: Server Room - CPU-onlyonednn: Deconvolution Batch deconv_3d - bf16bf16bf16 - CPUonednn: Deconvolution Batch deconv_3d - f32 - CPUsvt-vp9: Visual Quality Optimized - Bosphorus 1080pffte: N=256, 3D Complex FFT Routinesvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pdarktable: Server Rack - CPU-onlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed9.5022.65652.153389.49709.204184253.5435.563478154819306.62207515311.57283.47751.9836.7305.14945.2428.654347071537.38538455254464.9737031092.2823054212.113.22227.097584141.1253234767145.545127.111.57522.31115.53150268.67185720793.5226.461642340126.623106121.5108161433799868073895.0724.8621.7910.9312.0141.2614.062.127.155.2517.1614.1772.05627.3660.9771990286.287493.112795611810042191059924411363.86647.6822932.700155.49927855.0163994.37352449.75960.352.04849.45945.96748.63220549.15442.99137.76736.436190.42237.65573.584935.324687280.77143434.14738.51354886.627.55128.718787.5188.793.788.610714.634991417.9322.015678630.7332329.1480220.8650.4632721.782649040556297.1975191.9281.02518.47622.1916.9612.320485.20574755.581130.59708868857830841.589321.76756346945958.35342.56638577.0628.018577.016.6339.449858.1930.73948610.00959216.3861395.095.2615.0763.2722.67910.91802.89246254.1152659.206697411312.250.12811.739801.561392.30711.244245275.408205846313.83284.29711.85534.8575.19541.5338.553344756707.81404454854722.6281331431.111913069.77228.990939141.3852941334134.161128.061.522112.12810274.81186301793.491650010126.46514122.4039291636579876024585.1125.7121.5310.7611.3240.1514.202.147.115.3417.4714.0570.89030.6170.9826890878.088258.6128302117441397017910165231563.86447.1772532.007960.35129255.0764005.42851850.66960.250.44446.71854.64147.23622945.97542.07137.59539.027168.74938.15853.735534.932643394.64375035.86444.91534863.430.97127.82810510610412615.1398105617.7622.518029840.3694218.9580422.5720.4662561.742219501807286.6415175.6279.35918.38825.1317.19717.0792.223595.66478545.595280.533189622813.36777569512.0981.446571.75159359842768.4638.01347.04340197.6648.029116.956.6079.312769.3200.6846239.80800216.4371675.066.0835.9053.2772.68910.91462.64108251.9848693.666609852308.510.13012.4903.73665.179380.51712.202296208.7276.283585155320326.73211356303.52280.87725.88329.9914.41634.2747.429344797537.84618455035663.3041756200.251403667.1813.90219.451059140.7656165113108.927124.781.59524.85108.69367280.11186103091.7329.791646353124.758683119.3183811509115561453805.1423.1821.139.9211.3240.8813.612.187.195.3216.4313.1665.58428.0090.9783790284.487810.9129099116724383151710153596163.96967.0597431.222952.67325544.8784250.71333751.01862.246.50543.23743.43745.23919839.73438.90435.50436.764156.33732.74848.149433.860728013.37859433.98438.31344909.427.62927.344770.7387.690.288.494.013.734685417.6521.916643610.3810549.2209020.2270.4605951.705519359149276.8965212.0275.72318.28025.1615.20614.1982.212866.11228195.492180.516754985911.3939745089.7861.502101.71372289233928.2206.46050.87132546.4697.990686.866.2669.1749911.8760.6071059.62994217.1018445.053.9733.8362.9052.76310.85342.60498268.7848688.749471230321.450.1253.55642.505379.86710.6218806.086.34199874303.07280.85853.78832.6674.99340.2588.04434434280458498603.1345614.913.35222.767973139.8554461051141.863124.627.04324.37116.51155270.1718541705.356.0392.2329.761641410124.749705120.8372935365.5024.0022.2910.0611.8841.6613.962.287.355.4416.2914.2069.52027.0300.9759690079.287430.312796711613763.64257.0049331.376161.81031156.2684023.59530054.07560.051.91845.25145.32846.56724645.47340.88739.95435.477159.34937.82448.207736.901666366.94135232.79549.91664959.527.46529.668795.3811711411414516.3446108117.4525.70.3702718.8279320.7200.4563411.698969598327288.6095175.9282.45818.29425.0217.02818.7392.210725.8225.476010.51324915.96967337714.8201.460121.7015744528.35111.70647.02138456.6647.954116.686.5609.052090.6030889.80882217.6491854.884.1584.0583.2572.97810.77972.58030255.9845877.800418252309.810.132OpenBenchmarking.org

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: 20k AtomsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 337803691215SE +/- 0.045, N = 3SE +/- 0.055, N = 3SE +/- 0.011, N = 39.50211.73912.490-O3-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -pthread -lm

PlaidML

FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE Tumbleweed0.83931.67862.51793.35724.1965SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 32.653.733.55

Basis Universal

Settings: UASTC Level 2 + RDO Post-Processing

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2 + RDO Post-ProcessingUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed2004006008001000SE +/- 0.19, N = 3SE +/- 0.29, N = 3SE +/- 1.11, N = 3SE +/- 0.28, N = 3652.15801.56665.18642.51-O3-O2-O3-O31. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed90180270360450SE +/- 0.41, N = 3SE +/- 0.40, N = 3SE +/- 0.32, N = 3SE +/- 0.58, N = 3389.49392.30380.51379.86

Crypto++

Test: Keyed Algorithms

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Keyed AlgorithmsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed150300450600750SE +/- 0.34, N = 3SE +/- 0.35, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3709.20711.24712.20710.62-g2-g2-fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-g21. (CXX) g++ options: -O3 -fPIC -pthread -pipe

Java Gradle Build

Gradle Build: Reactor

OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 3378060120180240300SE +/- 3.64, N = 3SE +/- 2.98, N = 7SE +/- 3.33, N = 3253.54275.41208.73

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE Tumbleweed246810SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.566.286.08

AI Benchmark Alpha

Device AI Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreUbuntu 20.10 20200929Clear Linux 33780800160024003200400034783585

AI Benchmark Alpha

Device Training Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreUbuntu 20.10 20200929Clear Linux 337803006009001200150015481553

AI Benchmark Alpha

Device Inference Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreUbuntu 20.10 20200929Clear Linux 3378040080012001600200019302032

PlaidML

FP16: No - Mode: Inference - Network: Inception V3 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE Tumbleweed246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 36.626.736.34

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.30.8VGR Performance MetricUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed50K100K150K200K250K207515205846211356199874-lSM -lICE -lXext -luuid-lSM -lICE -lXext1. (CXX) g++ options: -std=c++11 -pipe -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -rdynamic -lGLU -lGL -lGLdispatch -lX11 -lpthread -ldl -lm

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed70140210280350SE +/- 0.28, N = 3SE +/- 0.35, N = 3SE +/- 1.16, N = 3SE +/- 0.49, N = 3311.57313.83303.52303.07

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed60120180240300SE +/- 0.51, N = 3SE +/- 0.17, N = 3SE +/- 0.88, N = 3SE +/- 0.16, N = 3283.47284.29280.87280.85

CP2K Molecular Dynamics

Fayalite-FIST Data

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 6.1Fayalite-FIST DataUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed2004006008001000751.98711.86725.88853.79

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed816243240SE +/- 0.17, N = 9SE +/- 0.15, N = 3SE +/- 0.21, N = 15SE +/- 0.39, N = 336.7334.8629.9932.67MIN: 33.59 / MAX: 45.4MIN: 32.13 / MAX: 36.98-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.78 / MAX: 31.53MIN: 31.87 / MAX: 33.641. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1.16892.33783.50674.67565.8445SE +/- 0.068, N = 9SE +/- 0.138, N = 3SE +/- 0.080, N = 15SE +/- 0.021, N = 35.1495.1954.4164.993MIN: 4.51 / MAX: 6.34MIN: 4.72 / MAX: 5.58-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.51 / MAX: 5.35MIN: 4.64 / MAX: 5.351. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1020304050SE +/- 0.69, N = 9SE +/- 2.22, N = 3SE +/- 0.67, N = 15SE +/- 0.26, N = 345.2441.5334.2740.26MIN: 39.62 / MAX: 54.48MIN: 36.84 / MAX: 44.93-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 28.55 / MAX: 36.93MIN: 34.58 / MAX: 40.921. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed246810SE +/- 0.085, N = 9SE +/- 0.074, N = 3SE +/- 0.074, N = 15SE +/- 0.025, N = 38.6548.5537.4298.044MIN: 7.84 / MAX: 9.73MIN: 8.07 / MAX: 9.2-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 6.58 / MAX: 8.09MIN: 7.7 / MAX: 8.81. (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

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed7M14M21M28M35MSE +/- 21100.15, N = 3SE +/- 12013.89, N = 3SE +/- 74000.40, N = 3SE +/- 64733.28, N = 334707153344756703447975334434280-O3-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O31. (CXX) g++ options: -fopenmp

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780246810SE +/- 0.06631, N = 3SE +/- 0.00386, N = 3SE +/- 0.00431, N = 37.385387.814047.84618-lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi

Hierarchical INTegration

Test: FLOAT

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed100M200M300M400M500MSE +/- 885405.39, N = 3SE +/- 311710.44, N = 3SE +/- 750713.54, N = 3SE +/- 472141.24, N = 3455254464.97454854722.63455035663.30458498603.13-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -march=native -lm

Algebraic Multi-Grid Benchmark

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid BenchmarkUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 3378012K24K36K48K60KSE +/- 4.04, N = 3SE +/- 17.97, N = 3SE +/- 14.87, N = 331092.2831431.1156200.25-O31. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 200

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 200Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 3378050K100K150K200K250KSE +/- 106.25, N = 3SE +/- 509.79, N = 3SE +/- 137.72, N = 3230542191306140366-O3 -lsz -lz -ldl -lm-O2 -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lhdf5_cpp -lhdf5 -lhdf5_hl_cpp -lhdf5_hl-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lhdf5_cpp -lhdf5 -lz -ldl -lm -lhdf5_hl_cpp -lhdf5_hl1. (CXX) g++ options: -fPIC -rdynamic -lglog -lgflags -lprotobuf -lpthread -llmdb -lopenblas

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed48121620SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.23, N = 1212.109.777.1814.90

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE Tumbleweed48121620SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 313.2213.9013.35

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed50100150200250227.10228.99219.45222.77

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed306090120150SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3141.12141.38140.76139.851. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed12M24M36M48M60MSE +/- 704473.66, N = 3SE +/- 648467.99, N = 3SE +/- 421420.95, N = 3SE +/- 405576.86, N = 353234767529413345616511354461051

Timed HMMer Search

Pfam Database Search

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed306090120150SE +/- 0.18, N = 3SE +/- 0.19, N = 3SE +/- 0.02, N = 3SE +/- 0.28, N = 3145.55134.16108.93141.86-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed306090120150SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3127.11128.06124.78124.62

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 337800.35890.71781.07671.43561.7945SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 31.5751.5221.595-O3-O2 -ldl-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ldl1. (CXX) g++ options: -pthread -lrt -lpthread -lm

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0openSUSE Tumbleweed246810SE +/- 0.018, N = 37.043MIN: 6.91 / MAX: 7.51. (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

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE Tumbleweed612182430SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.08, N = 322.3124.8524.37

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed306090120150SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3115.53112.13108.69116.51

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed60120180240300SE +/- 0.22, N = 3SE +/- 0.47, N = 3SE +/- 0.86, N = 3SE +/- 1.42, N = 3268.67274.81280.11270.17MIN: 1 / MAX: 1084MIN: 1 / MAX: 1115MIN: 1 / MAX: 1134MIN: 1 / MAX: 1098

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed400K800K1200K1600K2000KSE +/- 309.86, N = 3SE +/- 222.29, N = 3SE +/- 399.62, N = 3SE +/- 655.01, N = 31857207186301718610301854170

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3openSUSE Tumbleweed1.20382.40763.61144.81526.019SE +/- 0.10, N = 55.35MIN: 5.02 / MAX: 6.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2openSUSE Tumbleweed246810SE +/- 0.14, N = 56.03MIN: 5.48 / MAX: 8.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed20406080100SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.33, N = 3SE +/- 0.15, N = 393.5293.4991.7392.23

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE Tumbleweed714212835SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.21, N = 326.4629.7929.76

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed400K800K1200K1600K2000KSE +/- 425.79, N = 3SE +/- 581.84, N = 3SE +/- 412.81, N = 3SE +/- 229.13, N = 31642340165001016463531641410

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed306090120150126.62126.47124.76124.75

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed306090120150121.51122.40119.32120.84

Facebook RocksDB

Test: Random Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random FillUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780400K800K1200K1600K2000KSE +/- 16959.02, N = 6SE +/- 6254.49, N = 3SE +/- 3895.19, N = 3143379916365791509115-O21. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 200

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 200Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 3378020K40K60K80K100KSE +/- 47.95, N = 3SE +/- 463.52, N = 3SE +/- 23.71, N = 3868078760256145-O3 -lsz -lz -ldl -lm-O2 -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lhdf5_cpp -lhdf5 -lhdf5_hl_cpp -lhdf5_hl-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lhdf5_cpp -lhdf5 -lz -ldl -lm -lhdf5_hl_cpp -lhdf5_hl1. (CXX) g++ options: -fPIC -rdynamic -lglog -lgflags -lprotobuf -lpthread -llmdb -lopenblas

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed120240360480600SE +/- 0.33, N = 3SE +/- 0.33, N = 3389458380536

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1.23752.4753.71254.956.1875SE +/- 0.05, N = 2SE +/- 0.05, N = 5SE +/- 0.10, N = 3SE +/- 0.09, N = 55.075.115.145.50-O3 - MIN: 4.75 / MAX: 8.65-O2 - MIN: 4.7 / MAX: 20.31-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 4.81 / MAX: 16.62-O3 - MIN: 5.07 / MAX: 6.51. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed612182430SE +/- 0.14, N = 3SE +/- 0.03, N = 5SE +/- 0.02, N = 3SE +/- 0.09, N = 524.8625.7123.1824.00-O3 - MIN: 24.03 / MAX: 30.04-O2 - MIN: 24.55 / MAX: 32.72-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 22.74 / MAX: 28-O3 - MIN: 23.21 / MAX: 34.21. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed510152025SE +/- 0.01, N = 3SE +/- 0.31, N = 5SE +/- 0.09, N = 3SE +/- 0.43, N = 521.7921.5321.1322.29-O3 - MIN: 21.52 / MAX: 35.09-O2 - MIN: 20.05 / MAX: 23.48-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 20.86 / MAX: 21.4-O3 - MIN: 21.02 / MAX: 23.981. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed3691215SE +/- 0.01, N = 3SE +/- 0.13, N = 5SE +/- 0.07, N = 3SE +/- 0.16, N = 510.9310.769.9210.06-O3 - MIN: 10.8 / MAX: 11.87-O2 - MIN: 10.13 / MAX: 29.35-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 9.73 / MAX: 10.06-O3 - MIN: 9.72 / MAX: 10.971. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed3691215SE +/- 0.02, N = 3SE +/- 0.32, N = 5SE +/- 0.03, N = 3SE +/- 0.28, N = 512.0111.3211.3211.88-O3 - MIN: 11.92 / MAX: 12.12-O2 - MIN: 10.72 / MAX: 12.22-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 11.22 / MAX: 15.55-O3 - MIN: 11.5 / MAX: 13.111. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1020304050SE +/- 0.02, N = 3SE +/- 0.25, N = 5SE +/- 0.07, N = 3SE +/- 0.33, N = 541.2640.1540.8841.66-O3 - MIN: 41.12 / MAX: 44.72-O2 - MIN: 39.37 / MAX: 52.59-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 40.7 / MAX: 42.66-O3 - MIN: 40.85 / MAX: 45.071. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed48121620SE +/- 0.45, N = 3SE +/- 0.35, N = 5SE +/- 0.04, N = 3SE +/- 0.35, N = 514.0614.2013.6113.96-O3 - MIN: 13.52 / MAX: 15.76-O2 - MIN: 13.26 / MAX: 40.26-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 13.49 / MAX: 20.39-O3 - MIN: 13.36 / MAX: 16.651. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed0.5131.0261.5392.0522.565SE +/- 0.01, N = 3SE +/- 0.01, N = 5SE +/- 0.02, N = 3SE +/- 0.03, N = 52.122.142.182.28-O3 - MIN: 2.07 / MAX: 2.18-O2 - MIN: 2.07 / MAX: 2.26-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.1 / MAX: 14.99-O3 - MIN: 2.18 / MAX: 2.471. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed246810SE +/- 0.06, N = 3SE +/- 0.12, N = 5SE +/- 0.09, N = 3SE +/- 0.14, N = 57.157.117.197.35-O3 - MIN: 6.78 / MAX: 11.03-O2 - MIN: 6.51 / MAX: 8.85-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 6.9 / MAX: 7.52-O3 - MIN: 6.87 / MAX: 8.681. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1.2242.4483.6724.8966.12SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 55.255.345.325.44-O3 - MIN: 4.93 / MAX: 11.38-O2 - MIN: 4.81 / MAX: 46.89-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 5.1 / MAX: 5.47-O3 - MIN: 5.14 / MAX: 5.841. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed48121620SE +/- 0.16, N = 3SE +/- 0.25, N = 5SE +/- 0.00, N = 3SE +/- 0.08, N = 517.1617.4716.4316.29-O3 - MIN: 16.76 / MAX: 17.48-O2 - MIN: 16.65 / MAX: 46.98-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 15.94 / MAX: 20.27-O3 - MIN: 15.99 / MAX: 17.281. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed48121620SE +/- 0.06, N = 3SE +/- 0.17, N = 5SE +/- 0.03, N = 3SE +/- 0.17, N = 514.1714.0513.1614.20-O3 - MIN: 13.89 / MAX: 26.2-O2 - MIN: 13.46 / MAX: 27.02-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 13 / MAX: 13.52-O3 - MIN: 13.71 / MAX: 15.541. (CXX) g++ options: -rdynamic -lgomp -lpthread

libavif avifenc

Encoder Speed: 0

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1632486480SE +/- 0.23, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 372.0670.8965.5869.521. (CXX) g++ options: -O3 -fPIC

LevelDB

Benchmark: Hot Read

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Hot ReadUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed714212835SE +/- 0.05, N = 3SE +/- 0.38, N = 12SE +/- 0.26, N = 10SE +/- 0.23, N = 327.3730.6228.0127.03-O3-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lsqlite3-O31. (CXX) g++ options: -lsnappy -lpthread

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed0.22110.44220.66330.88441.1055SE +/- 0.00123, N = 3SE +/- 0.00086, N = 3SE +/- 0.00202, N = 3SE +/- 0.00123, N = 30.977190.982680.978370.97596

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed20K40K60K80K100KSE +/- 67.67, N = 3SE +/- 73.74, N = 3SE +/- 44.75, N = 3SE +/- 19.54, N = 390286.290878.090284.490079.2

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed20K40K60K80K100KSE +/- 59.33, N = 3SE +/- 36.06, N = 3SE +/- 83.96, N = 3SE +/- 41.21, N = 387493.188258.687810.987430.3

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed30K60K90K120K150KSE +/- 20.08, N = 3SE +/- 67.98, N = 3SE +/- 69.22, N = 3SE +/- 21.14, N = 3127956128302129099127967

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed30K60K90K120K150KSE +/- 340.53, N = 3SE +/- 195.25, N = 3SE +/- 181.79, N = 3SE +/- 259.29, N = 3118100117441116724116137

Facebook RocksDB

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Read While WritingUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780900K1800K2700K3600K4500KSE +/- 31411.63, N = 3SE +/- 7677.96, N = 3SE +/- 4720.39, N = 3421910539701793831517-O21. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

Facebook RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random ReadUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 3378020M40M60M80M100MSE +/- 116666.65, N = 3SE +/- 87613.91, N = 3SE +/- 27355.59, N = 399244113101652315101535961-O21. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

oneDNN

Harness: IP Batch All - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1428425670SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 363.8763.8663.9763.64MIN: 63.01-O2 - MIN: 63.2MIN: 63.43MIN: 63.151. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed246810SE +/- 0.03569, N = 3SE +/- 0.00859, N = 3SE +/- 0.04482, N = 3SE +/- 0.03276, N = 37.682297.177257.059747.00493MIN: 7.28-O2 - MIN: 6.9MIN: 6.79MIN: 6.71. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: IP Batch All - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed816243240SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 332.7032.0131.2231.38MIN: 31.08-O2 - MIN: 30.67MIN: 29.81MIN: 29.811. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

SQLite Speedtest

Timed Time - Size 1,000

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1428425670SE +/- 0.00, N = 3SE +/- 0.21, N = 3SE +/- 0.12, N = 3SE +/- 0.54, N = 355.5060.3552.6761.81-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -ldl -lz -lpthread

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed70140210280350278292255311

GEGL

Operation: Wavelet Blur

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1326395265SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 355.0255.0844.8856.27

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed9001800270036004500SE +/- 10.55, N = 3SE +/- 1.02, N = 3SE +/- 1.81, N = 3SE +/- 2.23, N = 33994.374005.434250.714023.60-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -mavx2

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1224364860SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 349.7650.6751.0254.081. Ubuntu 20.10 20200929: RawTherapee, version 5.8, command line.2. Fedora Workstation 33 Beta: RawTherapee, version 5.8, command line.3. Clear Linux 33780: RawTherapee, version , command line.4. openSUSE Tumbleweed: RawTherapee, version 5.8, command line.

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1428425670SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 360.360.262.260.0-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz -llzma

GEGL

Operation: Color Enhance

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1224364860SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 352.0550.4446.5151.92

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1122334455SE +/- 0.85, N = 3SE +/- 0.67, N = 3SE +/- 0.60, N = 3SE +/- 0.64, N = 449.4646.7243.2445.25

Basis Universal

Settings: ETC1S

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1224364860SE +/- 0.42, N = 3SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.66, N = 345.9754.6443.4445.33-O3-O2-O3-O31. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread

Git

Time To Complete Common Git Commands

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1122334455SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 348.6347.2445.2446.571. Ubuntu 20.10 20200929: git version 2.27.02. Fedora Workstation 33 Beta: git version 2.28.03. Clear Linux 33780: git version 2.28.04. openSUSE Tumbleweed: git version 2.28.0

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed50100150200250SE +/- 0.33, N = 3205229198246

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1122334455SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 349.1545.9839.7345.47

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1020304050SE +/- 0.29, N = 3SE +/- 0.16, N = 3SE +/- 0.22, N = 3SE +/- 0.38, N = 342.9942.0738.9040.891. (CXX) g++ options: -O3 -fPIC

GEGL

Operation: Rotate 90 Degrees

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed918273645SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 337.7737.6035.5039.95

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed918273645SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 336.4439.0336.7635.48-O3-O2-O3-O31. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread

oneDNN

Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed4080120160200SE +/- 0.83, N = 3SE +/- 0.21, N = 3SE +/- 0.49, N = 3SE +/- 1.85, N = 3190.42168.75156.34159.35MIN: 187.05-O2 - MIN: 166.69MIN: 154.1MIN: 155.51. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

WebP Image Encode

Encode Settings: Quality 100, Lossless, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed918273645SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 337.6638.1632.7537.82-O2 -ltiff-O2 -ltiff-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O21. (CC) gcc options: -fvisibility=hidden -pthread -lm -ljpeg -lpng16

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1632486480SE +/- 0.57, N = 3SE +/- 0.37, N = 3SE +/- 0.04, N = 3SE +/- 0.55, N = 373.5853.7448.1548.21MIN: 71.21-O2 - MIN: 51.31MIN: 46.52MIN: 45.81. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

GEGL

Operation: Antialias

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed816243240SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 335.3234.9333.8636.90

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed160K320K480K640K800KSE +/- 2918.93, N = 3SE +/- 656.29, N = 3SE +/- 4785.64, N = 3SE +/- 1709.93, N = 3687280.77643394.64728013.38666366.94-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O2 -lrt" -lrt

LevelDB

Benchmark: Seek Random

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Seek RandomUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed816243240SE +/- 0.20, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 334.1535.8633.9832.80-O3-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lsqlite3-O31. (CXX) g++ options: -lsnappy -lpthread

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1122334455SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 338.544.938.349.9

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed4080120160200135153134166

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed11002200330044005500SE +/- 36.88, N = 3SE +/- 19.66, N = 3SE +/- 12.17, N = 3SE +/- 15.85, N = 34886.64863.44909.44959.5-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz -llzma

LevelDB

Benchmark: Random Read

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random ReadUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed714212835SE +/- 0.09, N = 3SE +/- 0.34, N = 3SE +/- 0.10, N = 3SE +/- 0.21, N = 327.5530.9727.6327.47-O3-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lsqlite3-O31. (CXX) g++ options: -lsnappy -lpthread

GEGL

Operation: Tile Glass

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed714212835SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 328.7227.8327.3429.67

PlaidML

FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE Tumbleweed2004006008001000SE +/- 1.65, N = 3SE +/- 3.02, N = 3SE +/- 4.35, N = 3787.51770.73795.38

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed306090120150SE +/- 0.06, N = 3SE +/- 0.06, N = 388.7105.087.6117.0

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed306090120150SE +/- 0.07, N = 3SE +/- 0.03, N = 393.7106.090.2114.0

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed306090120150SE +/- 0.06, N = 3SE +/- 0.03, N = 388.6104.088.4114.0

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed306090120150SE +/- 0.06, N = 3SE +/- 0.67, N = 3107.0126.094.0145.0

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed48121620SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 314.615.113.716.3

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed100200300400500SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 3349398346446

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed2004006008001000SE +/- 1.00, N = 3SE +/- 1.53, N = 391410568541081

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed48121620SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 317.9317.7617.6517.451. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed612182430SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 322.022.521.925.7

Facebook RocksDB

Test: Sequential Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Sequential FillUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780400K800K1200K1600K2000KSE +/- 7849.59, N = 3SE +/- 20906.40, N = 3SE +/- 10674.35, N = 3156786318029841664361-O21. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed0.1650.330.4950.660.825SE +/- 0.009743, N = 12SE +/- 0.001747, N = 3SE +/- 0.004133, N = 3SE +/- 0.003270, N = 30.7332320.3694210.3810540.370271MIN: 0.61-O2 - MIN: 0.34MIN: 0.36MIN: 0.351. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed3691215SE +/- 0.00075, N = 3SE +/- 0.01309, N = 3SE +/- 0.00147, N = 3SE +/- 0.00341, N = 39.148028.958049.220908.82793MIN: 8.92-O2 - MIN: 8.67MIN: 9.08MIN: 8.741. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Basis Universal

Settings: UASTC Level 2

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed510152025SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 320.8722.5720.2320.72-O3-O2-O3-O31. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread

oneDNN

Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed0.10490.20980.31470.41960.5245SE +/- 0.001807, N = 3SE +/- 0.001959, N = 3SE +/- 0.000033, N = 3SE +/- 0.000445, N = 30.4632720.4662560.4605950.456341MIN: 0.45-O2 - MIN: 0.45MIN: 0.45MIN: 0.441. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed0.40110.80221.20331.60442.0055SE +/- 0.02002, N = 3SE +/- 0.00624, N = 3SE +/- 0.00301, N = 3SE +/- 0.00188, N = 31.782641.742211.705511.69896MIN: 1.71-O2 - MIN: 1.69MIN: 1.67MIN: 1.681. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Crafty

Elapsed Time

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed2M4M6M8M10MSE +/- 56119.05, N = 3SE +/- 15600.26, N = 3SE +/- 10545.32, N = 3SE +/- 39588.48, N = 390405569501807935914995983271. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed60120180240300SE +/- 0.27, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.29, N = 3297.20286.64276.90288.61-O3 - MIN: 294.96 / MAX: 312.43-O2 - MIN: 285.14 / MAX: 294.79-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 275.91 / MAX: 285.12-O3 - MIN: 286.94 / MAX: 301.681. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl

OpenSSL

RSA 4096-bit Performance

OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.1RSA 4096-bit PerformanceUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed11002200330044005500SE +/- 5.55, N = 3SE +/- 5.10, N = 3SE +/- 4.95, N = 3SE +/- 13.63, N = 35191.95175.65212.05175.9-pipe -fexceptions -fstack-protector -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed60120180240300SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 3.12, N = 3281.03279.36275.72282.46-O3 - MIN: 280.52 / MAX: 282.72-O2 - MIN: 278.84 / MAX: 280.84-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 275.44 / MAX: 276.54-O3 - MIN: 278.62 / MAX: 297.81. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed510152025SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 318.4818.3918.2818.29

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed612182430SE +/- 0.21, N = 14SE +/- 0.34, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 322.1925.1325.1625.02

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed48121620SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 316.9617.2015.2117.03-O2 -ltiff-O2 -ltiff-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O21. (CC) gcc options: -fvisibility=hidden -pthread -lm -ljpeg -lpng16

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: unsharp-maskFedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed510152025SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 317.0814.2018.74

oneDNN

Harness: IP Batch 1D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed0.52211.04421.56632.08842.6105SE +/- 0.03226, N = 4SE +/- 0.00643, N = 3SE +/- 0.00286, N = 3SE +/- 0.00089, N = 32.320482.223592.212862.21072MIN: 2.13-O2 - MIN: 2.04MIN: 2.14MIN: 2.131. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

SVT-AV1

Encoder Mode: Enc Mode 4 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed246810SE +/- 0.043, N = 3SE +/- 0.051, N = 3SE +/- 0.005, N = 3SE +/- 0.037, N = 35.2055.6646.1125.8221. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 337802K4K6K8K10KSE +/- 100.02, N = 4SE +/- 97.67, N = 4SE +/- 14.92, N = 4747578542819

oneDNN

Harness: IP Batch 1D - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1.25892.51783.77675.03566.2945SE +/- 0.03159, N = 3SE +/- 0.03682, N = 3SE +/- 0.01117, N = 3SE +/- 0.00504, N = 35.581135.595285.492185.47601MIN: 5.43-O2 - MIN: 5.41MIN: 5.43MIN: 5.381. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed0.13430.26860.40290.53720.6715SE +/- 0.005982, N = 3SE +/- 0.007438, N = 3SE +/- 0.000503, N = 3SE +/- 0.000391, N = 30.5970880.5331890.5167540.513249MIN: 0.56-O2 - MIN: 0.49MIN: 0.5MIN: 0.51. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Node.js Express HTTP Load Test

OpenBenchmarking.orgRequests Per Second, More Is BetterNode.js Express HTTP Load TestUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 337802K4K6K8K10KSE +/- 11.79, N = 3SE +/- 4.91, N = 3SE +/- 12.29, N = 36885622898591. Ubuntu 20.10 20200929: Nodejs v12.18.22. Fedora Workstation 33 Beta: Nodejs3. Clear Linux 33780: Nodejs

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: auto-levelsFedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed48121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 313.3711.3915.97

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed200K400K600K800K1000KSE +/- 1520.41, N = 3SE +/- 582.41, N = 3SE +/- 8801.15, N = 3SE +/- 4500.90, N = 3783084775695974508673377

GIMP

Test: rotate

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: rotateFedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed48121620SE +/- 0.029, N = 3SE +/- 0.003, N = 3SE +/- 0.020, N = 312.0989.78614.820

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed0.35760.71521.07281.43041.788SE +/- 0.00344, N = 3SE +/- 0.00837, N = 3SE +/- 0.01165, N = 3SE +/- 0.00293, N = 31.589321.446571.502101.46012MIN: 1.53-O2 - MIN: 1.36MIN: 1.42MIN: 1.391. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed0.39770.79541.19311.59081.9885SE +/- 0.00967, N = 3SE +/- 0.01563, N = 3SE +/- 0.00724, N = 3SE +/- 0.00363, N = 31.767561.751591.713721.70157MIN: 1.65-O2 - MIN: 1.64MIN: 1.62MIN: 1.631. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

DaCapo Benchmark

Java Test: Tradesoap

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradesoapUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 337808001600240032004000SE +/- 30.86, N = 4SE +/- 21.24, N = 4SE +/- 25.26, N = 4346935982892

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed10002000300040005000SE +/- 54.09, N = 5SE +/- 43.70, N = 4SE +/- 13.92, N = 4SE +/- 22.54, N = 44595427633924452

Darktable

Test: Boat - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: CPU-onlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed246810SE +/- 0.022, N = 3SE +/- 0.011, N = 3SE +/- 0.014, N = 3SE +/- 0.017, N = 38.3538.4638.2208.351

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: resizeFedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed3691215SE +/- 0.047, N = 3SE +/- 0.042, N = 3SE +/- 0.042, N = 38.0136.46011.706

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1122334455SE +/- 0.27, N = 3SE +/- 0.08, N = 3SE +/- 0.20, N = 3SE +/- 0.16, N = 342.5747.0450.8747.021. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed9001800270036004500SE +/- 24.35, N = 4SE +/- 23.83, N = 4SE +/- 9.25, N = 4SE +/- 14.70, N = 43857401932543845

Basis Universal

Settings: UASTC Level 0

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 0Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed246810SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.008, N = 3SE +/- 0.036, N = 37.0627.6646.4696.664-O3-O2-O3-O31. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed246810SE +/- 0.01495, N = 3SE +/- 0.04760, N = 3SE +/- 0.00386, N = 3SE +/- 0.00284, N = 38.018578.029117.990687.95411MIN: 7.6-O2 - MIN: 7.67MIN: 7.71MIN: 7.651. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

ASTC Encoder

Preset: Medium

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 37.016.956.866.681. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed246810SE +/- 0.003, N = 3SE +/- 0.018, N = 3SE +/- 0.007, N = 3SE +/- 0.004, N = 36.6336.6076.2666.560-O2 -ltiff-O2 -ltiff-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O21. (CC) gcc options: -fvisibility=hidden -pthread -lm -ljpeg -lpng16

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed3691215SE +/- 0.02565, N = 3SE +/- 0.01577, N = 3SE +/- 0.04894, N = 3SE +/- 0.01124, N = 39.449859.312769.174999.05209MIN: 9.33-O2 - MIN: 9.21MIN: 9.05MIN: 8.981. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 337803691215SE +/- 0.061, N = 3SE +/- 0.259, N = 15SE +/- 0.126, N = 38.1939.32011.876-O3-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -pthread -lm

oneDNN

Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed0.16640.33280.49920.66560.832SE +/- 0.007689, N = 3SE +/- 0.007849, N = 15SE +/- 0.000320, N = 3SE +/- 0.000671, N = 30.7394860.6846230.6071050.603088MIN: 0.7-O2 - MIN: 0.62MIN: 0.6MIN: 0.591. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed3691215SE +/- 0.03370, N = 3SE +/- 0.02520, N = 3SE +/- 0.00277, N = 3SE +/- 0.05240, N = 310.009599.808009.629949.80882MIN: 9.86-O2 - MIN: 9.68MIN: 9.56MIN: 9.591. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

libjpeg-turbo tjbench

Test: Decompression Throughput

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.0.2Test: Decompression ThroughputUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed50100150200250SE +/- 0.18, N = 3SE +/- 0.32, N = 3SE +/- 0.42, N = 3SE +/- 0.12, N = 3216.39216.44217.10217.65-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -rdynamic

ASTC Encoder

Preset: Fast

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: FastUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1.14532.29063.43594.58125.7265SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 35.095.065.054.881. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

libavif avifenc

Encoder Speed: 8

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed246810SE +/- 0.014, N = 3SE +/- 0.017, N = 3SE +/- 0.026, N = 3SE +/- 0.022, N = 35.2616.0833.9734.1581. (CXX) g++ options: -O3 -fPIC

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed1.32862.65723.98585.31446.643SE +/- 0.024, N = 3SE +/- 0.011, N = 3SE +/- 0.012, N = 3SE +/- 0.007, N = 35.0765.9053.8364.0581. (CXX) g++ options: -O3 -fPIC

Darktable

Test: Masskrug - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: CPU-onlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed0.73731.47462.21192.94923.6865SE +/- 0.013, N = 3SE +/- 0.005, N = 3SE +/- 0.000, N = 3SE +/- 0.018, N = 33.2723.2772.9053.257

Darktable

Test: Server Room - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: CPU-onlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed0.67011.34022.01032.68043.3505SE +/- 0.006, N = 3SE +/- 0.008, N = 3SE +/- 0.007, N = 3SE +/- 0.001, N = 32.6792.6892.7632.978

oneDNN

Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed3691215SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 310.9210.9110.8510.78MIN: 10.73-O2 - MIN: 10.71MIN: 10.72MIN: 10.671. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed0.65081.30161.95242.60323.254SE +/- 0.03490, N = 3SE +/- 0.01296, N = 3SE +/- 0.00552, N = 3SE +/- 0.00447, N = 32.892462.641082.604982.58030MIN: 2.77-O2 - MIN: 2.58MIN: 2.58MIN: 2.551. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed60120180240300SE +/- 1.24, N = 3SE +/- 1.39, N = 3SE +/- 0.77, N = 3SE +/- 1.16, N = 3254.11251.98268.78255.98-O21. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed11K22K33K44K55KSE +/- 185.91, N = 3SE +/- 141.79, N = 3SE +/- 331.24, N = 3SE +/- 753.53, N = 352659.2148693.6748688.7545877.801. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed70140210280350SE +/- 4.02, N = 4SE +/- 4.41, N = 3SE +/- 3.43, N = 3SE +/- 2.74, N = 3312.25308.51321.45309.81-O21. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Darktable

Test: Server Rack - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: CPU-onlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE Tumbleweed0.02970.05940.08910.11880.1485SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 30.1280.1300.1250.132


Phoronix Test Suite v10.8.4