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&sor.

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 AtomsClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 202009293691215SE +/- 0.011, N = 3SE +/- 0.055, N = 3SE +/- 0.045, N = 312.49011.7399.502-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O31. (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: CPUClear Linux 33780openSUSE TumbleweedUbuntu 20.10 202009290.83931.67862.51793.35724.1965SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.733.552.65

Basis Universal

Settings: UASTC Level 2 + RDO Post-Processing

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2 + RDO Post-ProcessingopenSUSE TumbleweedUbuntu 20.10 20200929Clear Linux 33780Fedora Workstation 33 Beta2004006008001000SE +/- 0.28, N = 3SE +/- 0.19, N = 3SE +/- 1.11, N = 3SE +/- 0.29, N = 3642.51652.15665.18801.56-O3-O3-O3-O21. (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-OnlyopenSUSE TumbleweedClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta90180270360450SE +/- 0.58, N = 3SE +/- 0.32, N = 3SE +/- 0.41, N = 3SE +/- 0.40, N = 3379.86380.51389.49392.30

Crypto++

Test: Keyed Algorithms

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Keyed AlgorithmsClear Linux 33780Fedora Workstation 33 BetaopenSUSE TumbleweedUbuntu 20.10 20200929150300450600750SE +/- 0.18, N = 3SE +/- 0.35, N = 3SE +/- 0.05, N = 3SE +/- 0.34, N = 3712.20711.24710.62709.20-fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-g2-g2-g21. (CXX) g++ options: -O3 -pipe -fPIC -pthread

Java Gradle Build

Gradle Build: Reactor

OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta60120180240300SE +/- 3.33, N = 3SE +/- 3.64, N = 3SE +/- 2.98, N = 7208.73253.54275.41

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUClear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 36.286.085.56

AI Benchmark Alpha

Device AI Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreClear Linux 33780Ubuntu 20.10 20200929800160024003200400035853478

AI Benchmark Alpha

Device Training Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreClear Linux 33780Ubuntu 20.10 202009293006009001200150015531548

AI Benchmark Alpha

Device Inference Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreClear Linux 33780Ubuntu 20.10 2020092940080012001600200020321930

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: CPUClear Linux 33780Ubuntu 20.10 20200929openSUSE Tumbleweed246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 36.736.626.34

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.30.8VGR Performance MetricClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed50K100K150K200K250K211356207515205846199874-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-OnlyopenSUSE TumbleweedClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta70140210280350SE +/- 0.49, N = 3SE +/- 1.16, N = 3SE +/- 0.28, N = 3SE +/- 0.35, N = 3303.07303.52311.57313.83

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: CPU-OnlyopenSUSE TumbleweedClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta60120180240300SE +/- 0.16, N = 3SE +/- 0.88, N = 3SE +/- 0.51, N = 3SE +/- 0.17, N = 3280.85280.87283.47284.29

CP2K Molecular Dynamics

Fayalite-FIST Data

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 6.1Fayalite-FIST DataFedora Workstation 33 BetaClear Linux 33780Ubuntu 20.10 20200929openSUSE Tumbleweed2004006008001000711.86725.88751.98853.79

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Clear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 20200929816243240SE +/- 0.21, N = 15SE +/- 0.39, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 929.9932.6734.8636.73-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.78 / MAX: 31.53MIN: 31.87 / MAX: 33.64MIN: 32.13 / MAX: 36.98MIN: 33.59 / MAX: 45.41. (CXX) g++ options: -O3 -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Clear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta1.16892.33783.50674.67565.8445SE +/- 0.080, N = 15SE +/- 0.021, N = 3SE +/- 0.068, N = 9SE +/- 0.138, N = 34.4164.9935.1495.195-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.51 / MAX: 5.35MIN: 4.64 / MAX: 5.35MIN: 4.51 / MAX: 6.34MIN: 4.72 / MAX: 5.581. (CXX) g++ options: -O3 -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Clear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 202009291020304050SE +/- 0.67, N = 15SE +/- 0.26, N = 3SE +/- 2.22, N = 3SE +/- 0.69, N = 934.2740.2641.5345.24-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 28.55 / MAX: 36.93MIN: 34.58 / MAX: 40.92MIN: 36.84 / MAX: 44.93MIN: 39.62 / MAX: 54.481. (CXX) g++ options: -O3 -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Clear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 20200929246810SE +/- 0.074, N = 15SE +/- 0.025, N = 3SE +/- 0.074, N = 3SE +/- 0.085, N = 97.4298.0448.5538.654-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 6.58 / MAX: 8.09MIN: 7.7 / MAX: 8.8MIN: 8.07 / MAX: 9.2MIN: 7.84 / MAX: 9.731. (CXX) g++ options: -O3 -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Ubuntu 20.10 20200929Clear Linux 33780Fedora Workstation 33 BetaopenSUSE Tumbleweed7M14M21M28M35MSE +/- 21100.15, N = 3SE +/- 74000.40, N = 3SE +/- 12013.89, N = 3SE +/- 64733.28, N = 334707153344797533447567034434280-O3-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O31. (CXX) g++ options: -fopenmp

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Clear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 20200929246810SE +/- 0.00431, N = 3SE +/- 0.00386, N = 3SE +/- 0.06631, N = 37.846187.814047.38538-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: FLOATopenSUSE TumbleweedUbuntu 20.10 20200929Clear Linux 33780Fedora Workstation 33 Beta100M200M300M400M500MSE +/- 472141.24, N = 3SE +/- 885405.39, N = 3SE +/- 750713.54, N = 3SE +/- 311710.44, N = 3458498603.13455254464.97455035663.30454854722.63-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 BenchmarkClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 2020092912K24K36K48K60KSE +/- 14.87, N = 3SE +/- 17.97, N = 3SE +/- 4.04, N = 356200.2531431.1131092.28-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: 200Clear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 2020092950K100K150K200K250KSE +/- 137.72, N = 3SE +/- 509.79, N = 3SE +/- 106.25, N = 3140366191306230542-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_hl-O2 -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lhdf5_cpp -lhdf5 -lhdf5_hl_cpp -lhdf5_hl-O3 -lsz -lz -ldl -lm1. (CXX) g++ options: -fPIC -rdynamic -lglog -lgflags -lprotobuf -lpthread -llmdb -lopenblas

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 20200929openSUSE Tumbleweed48121620SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.23, N = 127.189.7712.1014.90

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: CPUClear Linux 33780openSUSE TumbleweedUbuntu 20.10 2020092948121620SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 313.9013.3513.22

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyClear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta50100150200250219.45222.77227.10228.99

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveopenSUSE TumbleweedClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta306090120150SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3139.85140.76141.12141.381. (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 DepthClear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta12M24M36M48M60MSE +/- 421420.95, N = 3SE +/- 405576.86, N = 3SE +/- 704473.66, N = 3SE +/- 648467.99, N = 356165113544610515323476752941334

Timed HMMer Search

Pfam Database Search

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchClear Linux 33780Fedora Workstation 33 BetaopenSUSE TumbleweedUbuntu 20.10 20200929306090120150SE +/- 0.02, N = 3SE +/- 0.19, N = 3SE +/- 0.28, N = 3SE +/- 0.18, N = 3108.93134.16141.86145.55-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-OnlyopenSUSE TumbleweedClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta306090120150SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3124.62124.78127.11128.06

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta0.35890.71781.07671.43561.7945SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 31.5951.5751.522-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ldl-O3-O2 -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: CPUClear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929612182430SE +/- 0.23, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 324.8524.3722.31

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 20200929openSUSE Tumbleweed306090120150SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3108.69112.13115.53116.51

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkClear Linux 33780Fedora Workstation 33 BetaopenSUSE TumbleweedUbuntu 20.10 2020092960120180240300SE +/- 0.86, N = 3SE +/- 0.47, N = 3SE +/- 1.42, N = 3SE +/- 0.22, N = 3280.11274.81270.17268.67MIN: 1 / MAX: 1134MIN: 1 / MAX: 1115MIN: 1 / MAX: 1098MIN: 1 / MAX: 1084

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4openSUSE TumbleweedUbuntu 20.10 20200929Clear Linux 33780Fedora Workstation 33 Beta400K800K1200K1600K2000KSE +/- 655.01, N = 3SE +/- 309.86, N = 3SE +/- 399.62, N = 3SE +/- 222.29, N = 31854170185720718610301863017

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-OnlyClear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 2020092920406080100SE +/- 0.33, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.14, N = 391.7392.2393.4993.52

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUClear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929714212835SE +/- 0.17, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 329.7929.7626.46

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2openSUSE TumbleweedUbuntu 20.10 20200929Clear Linux 33780Fedora Workstation 33 Beta400K800K1200K1600K2000KSE +/- 229.13, N = 3SE +/- 425.79, N = 3SE +/- 412.81, N = 3SE +/- 581.84, N = 31641410164234016463531650010

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesteropenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 20200929306090120150124.75124.76126.47126.62

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialClear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta306090120150119.32120.84121.51122.40

Facebook RocksDB

Test: Random Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random FillFedora Workstation 33 BetaClear Linux 33780Ubuntu 20.10 20200929400K800K1200K1600K2000KSE +/- 6254.49, N = 3SE +/- 3895.19, N = 3SE +/- 16959.02, N = 6163657915091151433799-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: 200Clear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta20K40K60K80K100KSE +/- 23.71, N = 3SE +/- 47.95, N = 3SE +/- 463.52, N = 3561458680787602-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_hl-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_hl1. (CXX) g++ options: -fPIC -rdynamic -lglog -lgflags -lprotobuf -lpthread -llmdb -lopenblas

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed120240360480600SE +/- 0.33, N = 3SE +/- 0.33, N = 3380389458536

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-tinyClear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta612182430SE +/- 0.02, N = 3SE +/- 0.09, N = 5SE +/- 0.14, N = 3SE +/- 0.03, N = 523.1824.0024.8625.71-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 22.74 / MAX: 28-O3 - MIN: 23.21 / MAX: 34.2-O3 - MIN: 24.03 / MAX: 30.04-O2 - MIN: 24.55 / MAX: 32.721. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Clear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 20200929openSUSE Tumbleweed510152025SE +/- 0.09, N = 3SE +/- 0.31, N = 5SE +/- 0.01, N = 3SE +/- 0.43, N = 521.1321.5321.7922.29-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 20.86 / MAX: 21.4-O2 - MIN: 20.05 / MAX: 23.48-O3 - MIN: 21.52 / MAX: 35.09-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: alexnetClear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 202009293691215SE +/- 0.07, N = 3SE +/- 0.16, N = 5SE +/- 0.13, N = 5SE +/- 0.01, N = 39.9210.0610.7610.93-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: 10.97-O2 - MIN: 10.13 / MAX: 29.35-O3 - MIN: 10.8 / MAX: 11.871. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedUbuntu 20.10 202009293691215SE +/- 0.32, N = 5SE +/- 0.03, N = 3SE +/- 0.28, N = 5SE +/- 0.02, N = 311.3211.3211.8812.01-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: 13.11-O3 - MIN: 11.92 / MAX: 12.121. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Fedora Workstation 33 BetaClear Linux 33780Ubuntu 20.10 20200929openSUSE Tumbleweed1020304050SE +/- 0.25, N = 5SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.33, N = 540.1540.8841.2641.66-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: 41.12 / MAX: 44.72-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: googlenetClear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta48121620SE +/- 0.04, N = 3SE +/- 0.35, N = 5SE +/- 0.45, N = 3SE +/- 0.35, N = 513.6113.9614.0614.20-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: 16.65-O3 - MIN: 13.52 / MAX: 15.76-O2 - MIN: 13.26 / MAX: 40.261. (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-b0Fedora Workstation 33 BetaUbuntu 20.10 20200929Clear Linux 33780openSUSE Tumbleweed246810SE +/- 0.12, N = 5SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 57.117.157.197.35-O2 - MIN: 6.51 / MAX: 8.85-O3 - MIN: 6.78 / MAX: 11.03-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 20200929Clear Linux 33780Fedora Workstation 33 BetaopenSUSE Tumbleweed1.2242.4483.6724.8966.12SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 55.255.325.345.44-O3 - MIN: 4.93 / MAX: 11.38-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 5.1 / MAX: 5.47-O2 - MIN: 4.81 / MAX: 46.89-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: mobilenetopenSUSE TumbleweedClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta48121620SE +/- 0.08, N = 5SE +/- 0.00, N = 3SE +/- 0.16, N = 3SE +/- 0.25, N = 516.2916.4317.1617.47-O3 - MIN: 15.99 / MAX: 17.28-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 15.94 / MAX: 20.27-O3 - MIN: 16.76 / MAX: 17.48-O2 - MIN: 16.65 / MAX: 46.981. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 20200929openSUSE Tumbleweed48121620SE +/- 0.03, N = 3SE +/- 0.17, N = 5SE +/- 0.06, N = 3SE +/- 0.17, N = 513.1614.0514.1714.20-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 13 / MAX: 13.52-O2 - MIN: 13.46 / MAX: 27.02-O3 - MIN: 13.89 / MAX: 26.2-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: 0Clear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 202009291632486480SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.30, N = 3SE +/- 0.23, N = 365.5869.5270.8972.061. (CXX) g++ options: -O3 -fPIC

LevelDB

Benchmark: Hot Read

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Hot ReadopenSUSE TumbleweedUbuntu 20.10 20200929Clear Linux 33780Fedora Workstation 33 Beta714212835SE +/- 0.23, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 10SE +/- 0.38, N = 1227.0327.3728.0130.62-O3-O3-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lsqlite3-O21. (CXX) g++ options: -lsnappy -lpthread

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsopenSUSE TumbleweedUbuntu 20.10 20200929Clear Linux 33780Fedora Workstation 33 Beta0.22110.44220.66330.88441.1055SE +/- 0.00123, N = 3SE +/- 0.00123, N = 3SE +/- 0.00202, N = 3SE +/- 0.00086, N = 30.975960.977190.978370.98268

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantopenSUSE TumbleweedClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta20K40K60K80K100KSE +/- 19.54, N = 3SE +/- 44.75, N = 3SE +/- 67.67, N = 3SE +/- 73.74, N = 390079.290284.490286.290878.0

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatopenSUSE TumbleweedUbuntu 20.10 20200929Clear Linux 33780Fedora Workstation 33 Beta20K40K60K80K100KSE +/- 41.21, N = 3SE +/- 59.33, N = 3SE +/- 83.96, N = 3SE +/- 36.06, N = 387430.387493.187810.988258.6

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 20.10 20200929openSUSE TumbleweedFedora Workstation 33 BetaClear Linux 3378030K60K90K120K150KSE +/- 20.08, N = 3SE +/- 21.14, N = 3SE +/- 67.98, N = 3SE +/- 69.22, N = 3127956127967128302129099

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileopenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 2020092930K60K90K120K150KSE +/- 259.29, N = 3SE +/- 181.79, N = 3SE +/- 195.25, N = 3SE +/- 340.53, N = 3116137116724117441118100

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 ReadFedora Workstation 33 BetaClear Linux 33780Ubuntu 20.10 2020092920M40M60M80M100MSE +/- 87613.91, N = 3SE +/- 27355.59, N = 3SE +/- 116666.65, N = 310165231510153596199244113-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: CPUopenSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 20200929Clear Linux 337801428425670SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 363.6463.8663.8763.97MIN: 63.15-O2 - MIN: 63.2MIN: 63.01MIN: 63.431. (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: CPUopenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 20200929246810SE +/- 0.03276, N = 3SE +/- 0.04482, N = 3SE +/- 0.00859, N = 3SE +/- 0.03569, N = 37.004937.059747.177257.68229MIN: 6.7MIN: 6.79-O2 - MIN: 6.9MIN: 7.281. (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: CPUClear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 20200929816243240SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 331.2231.3832.0132.70MIN: 29.81MIN: 29.81-O2 - MIN: 30.67MIN: 31.081. (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 1,000Clear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed1428425670SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.21, N = 3SE +/- 0.54, N = 352.6755.5060.3561.81-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O2-O21. (CC) gcc options: -ldl -lz -lpthread

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Clear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed70140210280350255278292311

GEGL

Operation: Wavelet Blur

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed1326395265SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 344.8855.0255.0856.27

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverClear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 202009299001800270036004500SE +/- 1.81, N = 3SE +/- 2.23, N = 3SE +/- 1.02, N = 3SE +/- 10.55, N = 34250.714023.604005.433994.37-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: 19Clear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed1428425670SE +/- 0.07, N = 3SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 0.15, N = 362.260.360.260.0-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 EnhanceClear Linux 33780Fedora Workstation 33 BetaopenSUSE TumbleweedUbuntu 20.10 202009291224364860SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 346.5150.4451.9252.05

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileClear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 202009291122334455SE +/- 0.60, N = 3SE +/- 0.64, N = 4SE +/- 0.67, N = 3SE +/- 0.85, N = 343.2445.2546.7249.46

Basis Universal

Settings: ETC1S

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SClear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta1224364860SE +/- 0.04, N = 3SE +/- 0.66, N = 3SE +/- 0.42, N = 3SE +/- 0.17, N = 343.4445.3345.9754.64-O3-O3-O3-O21. (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 CommandsClear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 202009291122334455SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 345.2446.5747.2448.631. Clear Linux 33780: git version 2.28.02. openSUSE Tumbleweed: git version 2.28.03. Fedora Workstation 33 Beta: git version 2.28.04. Ubuntu 20.10 20200929: git version 2.27.0

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed50100150200250SE +/- 0.33, N = 3198205229246

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileClear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 202009291122334455SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.16, N = 339.7345.4745.9849.15

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Clear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 202009291020304050SE +/- 0.22, N = 3SE +/- 0.38, N = 3SE +/- 0.16, N = 3SE +/- 0.29, N = 338.9040.8942.0742.991. (CXX) g++ options: -O3 -fPIC

GEGL

Operation: Rotate 90 Degrees

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 20200929openSUSE Tumbleweed918273645SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 335.5037.6037.7739.95

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3openSUSE TumbleweedUbuntu 20.10 20200929Clear Linux 33780Fedora Workstation 33 Beta918273645SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 335.4836.4436.7639.03-O3-O3-O3-O21. (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: CPUClear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 202009294080120160200SE +/- 0.49, N = 3SE +/- 1.85, N = 3SE +/- 0.21, N = 3SE +/- 0.83, N = 3156.34159.35168.75190.42MIN: 154.1MIN: 155.5-O2 - MIN: 166.69MIN: 187.051. (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 CompressionClear Linux 33780Ubuntu 20.10 20200929openSUSE TumbleweedFedora Workstation 33 Beta918273645SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 332.7537.6637.8238.16-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O2 -ltiff-O2-O2 -ltiff1. (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: CPUClear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 202009291632486480SE +/- 0.04, N = 3SE +/- 0.55, N = 3SE +/- 0.37, N = 3SE +/- 0.57, N = 348.1548.2153.7473.58MIN: 46.52MIN: 45.8-O2 - MIN: 51.31MIN: 71.211. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

GEGL

Operation: Antialias

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 20200929openSUSE Tumbleweed816243240SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 333.8634.9335.3236.90

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondClear Linux 33780Ubuntu 20.10 20200929openSUSE TumbleweedFedora Workstation 33 Beta160K320K480K640K800KSE +/- 4785.64, N = 3SE +/- 2918.93, N = 3SE +/- 1709.93, N = 3SE +/- 656.29, N = 3728013.38687280.77666366.94643394.64-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 RandomopenSUSE TumbleweedClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta816243240SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.15, N = 332.8033.9834.1535.86-O3-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lsqlite3-O3-O21. (CXX) g++ options: -lsnappy -lpthread

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed1122334455SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 338.338.544.949.9

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed4080120160200134135153166

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3openSUSE TumbleweedClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta11002200330044005500SE +/- 15.85, N = 3SE +/- 12.17, N = 3SE +/- 36.88, N = 3SE +/- 19.66, N = 34959.54909.44886.64863.4-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 ReadopenSUSE TumbleweedUbuntu 20.10 20200929Clear Linux 33780Fedora Workstation 33 Beta714212835SE +/- 0.21, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.34, N = 327.4727.5527.6330.97-O3-O3-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lsqlite3-O21. (CXX) g++ options: -lsnappy -lpthread

GEGL

Operation: Tile Glass

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 20200929openSUSE Tumbleweed714212835SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 327.3427.8328.7229.67

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPUopenSUSE TumbleweedUbuntu 20.10 20200929Clear Linux 337802004006008001000SE +/- 4.35, N = 3SE +/- 1.65, N = 3SE +/- 3.02, N = 3795.38787.51770.73

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed306090120150SE +/- 0.06, N = 3SE +/- 0.06, N = 387.688.7105.0117.0

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed306090120150SE +/- 0.03, N = 3SE +/- 0.07, N = 390.293.7106.0114.0

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed306090120150SE +/- 0.03, N = 3SE +/- 0.06, N = 388.488.6104.0114.0

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed306090120150SE +/- 0.06, N = 3SE +/- 0.67, N = 394.0107.0126.0145.0

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed48121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 313.714.615.116.3

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed100200300400500SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 3346349398446

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed2004006008001000SE +/- 1.53, N = 3SE +/- 1.00, N = 385491410561081

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughopenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 2020092948121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 317.4517.6517.7617.931. (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_loadsClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed612182430SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 321.922.022.525.7

Facebook RocksDB

Test: Sequential Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Sequential FillFedora Workstation 33 BetaClear Linux 33780Ubuntu 20.10 20200929400K800K1200K1600K2000KSE +/- 20906.40, N = 3SE +/- 10674.35, N = 3SE +/- 7849.59, N = 3180298416643611567863-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: CPUFedora Workstation 33 BetaopenSUSE TumbleweedClear Linux 33780Ubuntu 20.10 202009290.1650.330.4950.660.825SE +/- 0.001747, N = 3SE +/- 0.003270, N = 3SE +/- 0.004133, N = 3SE +/- 0.009743, N = 120.3694210.3702710.3810540.733232-O2 - MIN: 0.34MIN: 0.35MIN: 0.36MIN: 0.611. (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: CPUopenSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 20200929Clear Linux 337803691215SE +/- 0.00341, N = 3SE +/- 0.01309, N = 3SE +/- 0.00075, N = 3SE +/- 0.00147, N = 38.827938.958049.148029.22090MIN: 8.74-O2 - MIN: 8.67MIN: 8.92MIN: 9.081. (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 2Clear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta510152025SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 320.2320.7220.8722.57-O3-O3-O3-O21. (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: CPUopenSUSE TumbleweedClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta0.10490.20980.31470.41960.5245SE +/- 0.000445, N = 3SE +/- 0.000033, N = 3SE +/- 0.001807, N = 3SE +/- 0.001959, N = 30.4563410.4605950.4632720.466256MIN: 0.44MIN: 0.45MIN: 0.45-O2 - MIN: 0.451. (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: CPUopenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 202009290.40110.80221.20331.60442.0055SE +/- 0.00188, N = 3SE +/- 0.00301, N = 3SE +/- 0.00624, N = 3SE +/- 0.02002, N = 31.698961.705511.742211.78264MIN: 1.68MIN: 1.67-O2 - MIN: 1.69MIN: 1.711. (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 TimeopenSUSE TumbleweedFedora Workstation 33 BetaClear Linux 33780Ubuntu 20.10 202009292M4M6M8M10MSE +/- 39588.48, N = 3SE +/- 15600.26, N = 3SE +/- 10545.32, N = 3SE +/- 56119.05, N = 395983279501807935914990405561. (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 v2Clear Linux 33780Fedora Workstation 33 BetaopenSUSE TumbleweedUbuntu 20.10 2020092960120180240300SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.29, N = 3SE +/- 0.27, N = 3276.90286.64288.61297.20-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 275.91 / MAX: 285.12-O2 - MIN: 285.14 / MAX: 294.79-O3 - MIN: 286.94 / MAX: 301.68-O3 - MIN: 294.96 / MAX: 312.431. (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 PerformanceClear Linux 33780Ubuntu 20.10 20200929openSUSE TumbleweedFedora Workstation 33 Beta11002200330044005500SE +/- 4.95, N = 3SE +/- 5.55, N = 3SE +/- 13.63, N = 3SE +/- 5.10, N = 35212.05191.95175.95175.6-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 v1.1Clear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 20200929openSUSE Tumbleweed60120180240300SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 3.12, N = 3275.72279.36281.03282.46-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 275.44 / MAX: 276.54-O2 - MIN: 278.84 / MAX: 280.84-O3 - MIN: 280.52 / MAX: 282.72-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 DynamicsClear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 20200929510152025SE +/- 0.14, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 318.2818.2918.3918.48

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialClear Linux 33780Fedora Workstation 33 BetaopenSUSE TumbleweedUbuntu 20.10 20200929612182430SE +/- 0.07, N = 3SE +/- 0.34, N = 3SE +/- 0.17, N = 3SE +/- 0.21, N = 1425.1625.1325.0222.19

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessClear Linux 33780Ubuntu 20.10 20200929openSUSE TumbleweedFedora Workstation 33 Beta48121620SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 315.2116.9617.0317.20-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O2 -ltiff-O2-O2 -ltiff1. (CC) gcc options: -fvisibility=hidden -pthread -lm -ljpeg -lpng16

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: unsharp-maskClear Linux 33780Fedora Workstation 33 BetaopenSUSE Tumbleweed510152025SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 314.2017.0818.74

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: f32 - Engine: CPUopenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 202009290.52211.04421.56632.08842.6105SE +/- 0.00089, N = 3SE +/- 0.00286, N = 3SE +/- 0.00643, N = 3SE +/- 0.03226, N = 42.210722.212862.223592.32048MIN: 2.13MIN: 2.14-O2 - MIN: 2.04MIN: 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: 1080pClear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 20200929246810SE +/- 0.005, N = 3SE +/- 0.037, N = 3SE +/- 0.051, N = 3SE +/- 0.043, N = 36.1125.8225.6645.2051. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta2K4K6K8K10KSE +/- 14.92, N = 4SE +/- 100.02, N = 4SE +/- 97.67, N = 4281974757854

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: bf16bf16bf16 - Engine: CPUopenSUSE TumbleweedClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta1.25892.51783.77675.03566.2945SE +/- 0.00504, N = 3SE +/- 0.01117, N = 3SE +/- 0.03159, N = 3SE +/- 0.03682, N = 35.476015.492185.581135.59528MIN: 5.38MIN: 5.43MIN: 5.43-O2 - MIN: 5.411. (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: CPUopenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 202009290.13430.26860.40290.53720.6715SE +/- 0.000391, N = 3SE +/- 0.000503, N = 3SE +/- 0.007438, N = 3SE +/- 0.005982, N = 30.5132490.5167540.5331890.597088MIN: 0.5MIN: 0.5-O2 - MIN: 0.49MIN: 0.561. (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 TestClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta2K4K6K8K10KSE +/- 12.29, N = 3SE +/- 11.79, N = 3SE +/- 4.91, N = 39859688562281. Clear Linux 33780: Nodejs2. Ubuntu 20.10 20200929: Nodejs v12.18.23. Fedora Workstation 33 Beta: Nodejs

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: auto-levelsClear Linux 33780Fedora Workstation 33 BetaopenSUSE Tumbleweed48121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 311.3913.3715.97

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed200K400K600K800K1000KSE +/- 8801.15, N = 3SE +/- 1520.41, N = 3SE +/- 582.41, N = 3SE +/- 4500.90, N = 3974508783084775695673377

GIMP

Test: rotate

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: rotateClear Linux 33780Fedora Workstation 33 BetaopenSUSE Tumbleweed48121620SE +/- 0.003, N = 3SE +/- 0.029, N = 3SE +/- 0.020, N = 39.78612.09814.820

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: CPUFedora Workstation 33 BetaopenSUSE TumbleweedClear Linux 33780Ubuntu 20.10 202009290.35760.71521.07281.43041.788SE +/- 0.00837, N = 3SE +/- 0.00293, N = 3SE +/- 0.01165, N = 3SE +/- 0.00344, N = 31.446571.460121.502101.58932-O2 - MIN: 1.36MIN: 1.39MIN: 1.42MIN: 1.531. (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: CPUopenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 202009290.39770.79541.19311.59081.9885SE +/- 0.00363, N = 3SE +/- 0.00724, N = 3SE +/- 0.01563, N = 3SE +/- 0.00967, N = 31.701571.713721.751591.76756MIN: 1.63MIN: 1.62-O2 - MIN: 1.64MIN: 1.651. (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: TradesoapClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta8001600240032004000SE +/- 25.26, N = 4SE +/- 30.86, N = 4SE +/- 21.24, N = 4289234693598

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Clear Linux 33780Fedora Workstation 33 BetaopenSUSE TumbleweedUbuntu 20.10 2020092910002000300040005000SE +/- 13.92, N = 4SE +/- 43.70, N = 4SE +/- 22.54, N = 4SE +/- 54.09, N = 53392427644524595

Darktable

Test: Boat - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: CPU-onlyClear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta246810SE +/- 0.014, N = 3SE +/- 0.017, N = 3SE +/- 0.022, N = 3SE +/- 0.011, N = 38.2208.3518.3538.463

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: resizeClear Linux 33780Fedora Workstation 33 BetaopenSUSE Tumbleweed3691215SE +/- 0.042, N = 3SE +/- 0.047, N = 3SE +/- 0.042, N = 36.4608.01311.706

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pClear Linux 33780Fedora Workstation 33 BetaopenSUSE TumbleweedUbuntu 20.10 202009291122334455SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.16, N = 3SE +/- 0.27, N = 350.8747.0447.0242.571. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonClear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta9001800270036004500SE +/- 9.25, N = 4SE +/- 14.70, N = 4SE +/- 24.35, N = 4SE +/- 23.83, N = 43254384538574019

Basis Universal

Settings: UASTC Level 0

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 0Clear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta246810SE +/- 0.008, N = 3SE +/- 0.036, N = 3SE +/- 0.003, N = 3SE +/- 0.005, N = 36.4696.6647.0627.664-O3-O3-O3-O21. (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: CPUopenSUSE TumbleweedClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 Beta246810SE +/- 0.00284, N = 3SE +/- 0.00386, N = 3SE +/- 0.01495, N = 3SE +/- 0.04760, N = 37.954117.990688.018578.02911MIN: 7.65MIN: 7.71MIN: 7.6-O2 - MIN: 7.671. (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: MediumopenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 20200929246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 36.686.866.957.011. (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 CompressionClear Linux 33780openSUSE TumbleweedFedora Workstation 33 BetaUbuntu 20.10 20200929246810SE +/- 0.007, N = 3SE +/- 0.004, N = 3SE +/- 0.018, N = 3SE +/- 0.003, N = 36.2666.5606.6076.633-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O2-O2 -ltiff-O2 -ltiff1. (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: CPUopenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 202009293691215SE +/- 0.01124, N = 3SE +/- 0.04894, N = 3SE +/- 0.01577, N = 3SE +/- 0.02565, N = 39.052099.174999.312769.44985MIN: 8.98MIN: 9.05-O2 - MIN: 9.21MIN: 9.331. (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 ProteinClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 202009293691215SE +/- 0.126, N = 3SE +/- 0.259, N = 15SE +/- 0.061, N = 311.8769.3208.193-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O31. (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: CPUopenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 202009290.16640.33280.49920.66560.832SE +/- 0.000671, N = 3SE +/- 0.000320, N = 3SE +/- 0.007849, N = 15SE +/- 0.007689, N = 30.6030880.6071050.6846230.739486MIN: 0.59MIN: 0.6-O2 - MIN: 0.62MIN: 0.71. (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: CPUClear Linux 33780Fedora Workstation 33 BetaopenSUSE TumbleweedUbuntu 20.10 202009293691215SE +/- 0.00277, N = 3SE +/- 0.02520, N = 3SE +/- 0.05240, N = 3SE +/- 0.03370, N = 39.629949.808009.8088210.00959MIN: 9.56-O2 - MIN: 9.68MIN: 9.59MIN: 9.861. (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 ThroughputopenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 2020092950100150200250SE +/- 0.12, N = 3SE +/- 0.42, N = 3SE +/- 0.32, N = 3SE +/- 0.18, N = 3217.65217.10216.44216.39-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: FastopenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 202009291.14532.29063.43594.58125.7265SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.885.055.065.091. (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: 8Clear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta246810SE +/- 0.026, N = 3SE +/- 0.022, N = 3SE +/- 0.014, N = 3SE +/- 0.017, N = 33.9734.1585.2616.0831. (CXX) g++ options: -O3 -fPIC

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Clear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta1.32862.65723.98585.31446.643SE +/- 0.012, N = 3SE +/- 0.007, N = 3SE +/- 0.024, N = 3SE +/- 0.011, N = 33.8364.0585.0765.9051. (CXX) g++ options: -O3 -fPIC

Darktable

Test: Masskrug - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: CPU-onlyClear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta0.73731.47462.21192.94923.6865SE +/- 0.000, N = 3SE +/- 0.018, N = 3SE +/- 0.013, N = 3SE +/- 0.005, N = 32.9053.2573.2723.277

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: CPUopenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 202009293691215SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 310.7810.8510.9110.92MIN: 10.67MIN: 10.72-O2 - MIN: 10.71MIN: 10.731. (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: CPUopenSUSE TumbleweedClear Linux 33780Fedora Workstation 33 BetaUbuntu 20.10 202009290.65081.30161.95242.60323.254SE +/- 0.00447, N = 3SE +/- 0.00552, N = 3SE +/- 0.01296, N = 3SE +/- 0.03490, N = 32.580302.604982.641082.89246MIN: 2.55MIN: 2.58-O2 - MIN: 2.58MIN: 2.771. (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 1080pClear Linux 33780openSUSE TumbleweedUbuntu 20.10 20200929Fedora Workstation 33 Beta60120180240300SE +/- 0.77, N = 3SE +/- 1.16, N = 3SE +/- 1.24, N = 3SE +/- 1.39, N = 3268.78255.98254.11251.98-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 1080pClear Linux 33780Ubuntu 20.10 20200929openSUSE TumbleweedFedora Workstation 33 Beta70140210280350SE +/- 3.43, N = 3SE +/- 4.02, N = 4SE +/- 2.74, N = 3SE +/- 4.41, N = 3321.45312.25309.81308.51-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-onlyClear Linux 33780Ubuntu 20.10 20200929Fedora Workstation 33 BetaopenSUSE Tumbleweed0.02970.05940.08910.11880.1485SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 30.1250.1280.1300.132


Phoronix Test Suite v10.8.4