Autumn 2020 Linux Distributions

Benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2010042-FI-2010034FI66
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

AV1 2 Tests
Bioinformatics 2 Tests
Chess Test Suite 2 Tests
Timed Code Compilation 2 Tests
C/C++ Compiler Tests 13 Tests
CPU Massive 25 Tests
Creator Workloads 18 Tests
Cryptography 2 Tests
Database Test Suite 3 Tests
Encoding 3 Tests
Fortran Tests 4 Tests
Game Development 5 Tests
HPC - High Performance Computing 20 Tests
Imaging 7 Tests
Java 2 Tests
Common Kernel Benchmarks 4 Tests
Machine Learning 9 Tests
Molecular Dynamics 5 Tests
MPI Benchmarks 3 Tests
Multi-Core 17 Tests
NVIDIA GPU Compute 5 Tests
Intel oneAPI 3 Tests
OpenMPI Tests 4 Tests
Productivity 2 Tests
Programmer / Developer System Benchmarks 8 Tests
Python 2 Tests
Renderers 2 Tests
Scientific Computing 10 Tests
Server 6 Tests
Server CPU Tests 18 Tests
Single-Threaded 7 Tests
Texture Compression 2 Tests
Video Encoding 3 Tests
Common Workstation Benchmarks 4 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
Ubuntu 20.10 20200929
September 29 2020
  11 Hours, 55 Minutes
Fedora Workstation 33 Beta
September 30 2020
  9 Hours, 25 Minutes
Clear Linux 33780
October 01 2020
  11 Hours, 34 Minutes
openSUSE Tumbleweed
October 01 2020
  9 Hours, 3 Minutes
Endeavour OS
October 02 2020
  13 Hours, 13 Minutes
Debian Testing
October 03 2020
  10 Hours, 39 Minutes
Invert Hiding All Results Option
  10 Hours, 58 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


Autumn 2020 Linux DistributionsProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian TestingIntel 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]btrfsNVIDIA GeForce GTX 1080 Ti 11GBEndeavourOS rolling5.8.13-arch1-1 (x86_64)Xfce 4.14modesetting 1.20.9GCC 10.2.0ext4NVIDIA GeForce GTX 1080 TiDebian testing5.8.0-2-amd64 (x86_64)GNOME Shell 3.38.0X Server 1.20.8modesetting 1.20.81280x1024OpenBenchmarking.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 - Endeavour OS: --disable-libssp --disable-libstdcxx-pch --disable-libunwind-exceptions --disable-werror --enable-__cxa_atexit --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-install-libiberty --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-isl --with-linker-hash-style=gnu- Debian Testing: --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-10-8ZcOTJ/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-8ZcOTJ/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 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: 0x5002f01- Endeavour OS: Scaling Governor: intel_cpufreq schedutil - CPU Microcode: 0x5002f01- Debian Testing: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x500012cJava 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)- Endeavour OS: OpenJDK Runtime Environment (build 11.0.8+10)- Debian Testing: OpenJDK Runtime Environment (build 11.0.8+10-post-Debian-1)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 3.8.5- Endeavour OS: Python 3.8.5- Debian Testing: Python 3.8.6Security 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- Endeavour OS: 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- Debian Testing: 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 disabledEnvironment 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 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian TestingResult OverviewPhoronix Test Suite100%113%126%139%CP2K Molecular DynamicsDaCapo BenchmarkPHPBenchTimed HMMer SearchPyPerformancelibavif avifencPyBenchTimed PHP CompilationTimed Linux Kernel CompilationDeepSpeechMobile Neural NetworkSVT-AV1SQLite SpeedtestFFTECoremarkBasis UniversalIntel Open Image DenoiseoneDNNLevelDBWebP Image EncodeSVT-VP9GitHimeno BenchmarkCraftyasmFishBRL-CADKripkeAppleseedASTC EncoderOpenVKLZstd Compressionlibjpeg-turbo tjbenchBlenderOpenSSLDolfynHierarchical INTegrationTensorFlow LiteNAMDCrypto++

Autumn 2020 Linux Distributionscryptopp: Keyed Algorithmshpcg: cp2k: Fayalite-FIST Datanamd: ATPase Simulation - 327,506 Atomsdolfyn: Computational Fluid Dynamicsamg: ffte: N=256, 3D Complex FFT Routinehmmer: Pfam Database Searchlammps: 20k Atomslammps: Rhodopsin Proteinwebp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressionjava-gradle-perf: Reactordacapobench: H2dacapobench: Jythondacapobench: Tradesoapdacapobench: Tradebeanscompress-zstd: 3compress-zstd: 19crafty: Elapsed Timenode-express-loadtest: onednn: IP Batch 1D - f32 - CPUonednn: IP Batch All - f32 - CPUonednn: IP Batch 1D - u8s8f32 - CPUonednn: IP Batch All - u8s8f32 - CPUonednn: IP Batch 1D - bf16bf16bf16 - CPUonednn: IP Batch All - bf16bf16bf16 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch deconv_1d - f32 - CPUonednn: Deconvolution Batch deconv_3d - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Deconvolution Batch deconv_1d - u8s8f32 - CPUonednn: Deconvolution Batch deconv_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: Deconvolution Batch deconv_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch deconv_3d - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUsvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080poidn: Memorialopenvkl: vklBenchmarkcoremark: CoreMark Size 666 - Iterations Per Secondhimeno: Poisson Pressure Solverasmfish: 1024 Hash Memory, 26 Depthavifenc: 0avifenc: 2avifenc: 8avifenc: 10build-linux-kernel: Time To Compilebuild-php: Time To Compiledeepspeech: CPUopenssl: RSA 4096-bit Performancetjbench: Decompression Throughputleveldb: Hot Readleveldb: Rand Readleveldb: Seek Randgromacs: Water Benchmarktensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2astcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivebasis: ETC1Sbasis: UASTC Level 0basis: UASTC Level 2basis: UASTC Level 3basis: UASTC Level 2 + RDO Post-Processingsqlite-speedtest: Timed Time - Size 1,000darktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlygegl: Antialiasgegl: Tile Glassgegl: Wavelet Blurgegl: Color Enhancegegl: Rotate 90 Degreesrawtherapee: Total Benchmark Timecaffe: AlexNet - CPU - 200caffe: GoogleNet - CPU - 200mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: inception-v3ncnn: CPU - squeezenetncnn: CPU - mobilenetncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - shufflenet-v2tnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1plaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - IMDB LSTM - CPUplaidml: No - Inference - Mobilenet - CPUplaidml: No - Inference - ResNet 50 - CPUplaidml: No - Inference - DenseNet 201 - CPUplaidml: No - Inference - Inception V3 - CPUrocksdb: Rand Fillrocksdb: Rand Readrocksdb: Seq Fillrocksdb: Read While Writingblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlypybench: Total For Average Test Timespyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonhint: FLOATappleseed: Emilyappleseed: Disney Materialappleseed: Material Testerai-benchmark: Device Inference Scoreai-benchmark: Device Training Scoreai-benchmark: Device AI Scorephpbench: PHP Benchmark Suitegit: Time To Complete Common Git Commandskripke: brl-cad: VGR Performance Metricgimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskmnn: mobilenet-v1-1.0ncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing709.2041847.38538751.980.9771918.47631092.2852659.206697411145.5459.5028.19316.9616.63337.655253.54345953857346974754886.660.3904055668852.3204832.70010.5970887.682295.5811363.866410.009591.782642.892469.449850.4632720.739486190.42273.58498.018579.1480210.91801.589320.7332321.767565.20542.566312.25254.1122.19268.67687280.7714343994.3735245323476772.05642.9915.2615.07649.45949.154115.531505191.9216.38613927.36627.55134.1471.575127956185720711810087493.190286.216423405.097.0117.93141.1245.9677.06220.86536.436652.15355.4998.3533.2720.1282.67935.32428.71855.01652.04837.76749.759868072305428.65445.2425.14936.73014.1717.165.257.152.1214.0641.2612.0110.9321.7924.865.07297.197281.02526.4622.31787.5113.225.562.656.621433799992441131567863421910593.52283.47127.11389.49311.5791420527888.793.710714.638922.088.613512.138.5349455254464.97370227.097584121.510816126.62310619301548347878308448.63234707153207515711.2442457.81404711.8550.9826818.38831431.1148693.666609852134.16111.7399.32017.1976.60738.158275.40842764019359878544863.460.2950180762282.2235932.00790.5331897.177255.5952863.86449.808001.742212.641089.312760.4662560.684623168.74953.73558.029118.9580410.91461.446570.3694211.751595.66447.043308.51251.9825.13274.81643394.6437504005.4285185294133470.89042.0716.0835.90546.71845.975112.128105175.6216.43716730.61730.97135.8641.522128302186301711744188258.690878.016500105.066.9517.76141.3854.6417.66422.57239.027801.56160.3518.4633.2770.1302.68934.93227.82855.07650.44437.59550.669876021913068.55341.5335.19534.85714.0517.475.347.112.1414.2040.1511.3210.7621.5325.715.11286.641279.35916365791016523151802984397017993.49284.29128.06392.30313.83105622929210510612615.145822.51041539.7744.9398454854722.62813228.990939122.403929126.4651477569547.236344756702058468.01312.09813.36717.079712.2022967.84618725.8830.9783718.28056200.2548688.749471230108.92712.49011.87615.2066.26632.748208.72733923254289228194909.462.2935914998592.2128631.22290.5167547.059745.4921863.96969.629941.705512.604989.174990.4605950.607105156.33748.14947.990689.2209010.85341.502100.3810541.713726.11250.871321.45268.7825.16280.11728013.3785944250.7133375616511365.58438.9043.9733.83643.23739.734108.693675212.0217.10184428.00927.62933.9841.595129099186103011672487810.990284.416463535.056.8617.65140.7643.4376.46920.22736.764665.17952.6738.2202.9050.1252.76333.86027.34444.87846.50535.50451.018561451403667.42934.2744.41629.99113.1616.435.327.192.1813.6140.8811.329.9221.1323.185.14276.896275.72329.7924.85770.7313.906.283.736.7315091151015359611664361383151791.73280.87124.78380.51303.5285419825587.690.294.013.738021.988.41347.1838.3346455035663.30417219.451059119.318381124.75868320321553358597450845.239344797532113566.4609.78611.39314.198710.621880853.7880.9759618.29445877.800418252141.86317.0286.56037.824445238454959.560.095983272.2107231.37610.5132497.004935.4760163.64259.808821.698962.580309.052090.4563410.603088159.34948.20777.954118.8279310.77971.460120.3702711.701575.82247.021309.81255.9825.02270.17666366.9413524023.5953005446105169.52040.8874.1584.05845.25145.473116.511555175.9217.64918527.03027.46532.795127967185417011613787430.390079.216414104.886.6817.45139.8545.3286.66420.72035.477642.50561.8108.3513.2570.1322.97836.90129.66856.26851.91839.95454.0758.04440.2584.99332.66714.2016.295.447.352.2813.9641.6611.8810.0622.2924.005.50288.609282.45829.7624.37795.3813.356.083.556.3492.23280.85124.62379.86303.07108124631111711414516.353625.711416614.949.9446458498603.13456222.767973120.837293124.74970567337746.5673443428019987411.70614.82015.96918.7397.0436.035.35708.6511307.866661091.0410.9827618.45730051.8848846.055136946117.49112.39111.92017.0396.61637.679251.387648840264654104664960.160.2913607488192.2265632.78400.5141077.346955.4823764.25039.827611.701672.612359.291210.4586940.672592165.66052.67157.861899.3213210.88161.406860.3612831.706545.67541.869297.68240.7925.03278.94679890.7847334014.1734445342475070.26242.0835.5355.38752.93649.493132.682025159.9211.58681230.26030.83236.0111.575127067185135711609587417.090081.216401335.207.1218.01141.3945.4077.08920.62736.078647.71555.3948.46342.7585.18635.94014.4416.765.687.672.3715.3541.4811.6510.9322.1024.065.15306.993280.96826.3520.84780.1210.435.252.484.8516642691044694401839608416025692.92282.21127.38389.88311.5092021027489.594.810614.739924.189.413611.839.7362454224548.77348241.435265122.209306127.6559616501230288079884247.686360388502063727.7016.265.47711.0130967.38950955.2310.9775918.49931150.5145083.128537899146.36610.3017.24716.3196.54036.096245.87041903785393767575018.162.59255705108322.2332931.46260.5140447.098945.4715863.68869.930271.714952.577209.315150.4571760.612594157.23748.50377.968008.9474110.86351.477930.3528491.672605.77146.981308.99254.5624.72269.89625049.5613364011.6923595574609269.04240.7504.4104.26749.20348.000115.706645115.0216.12740630.49231.01935.177127653185395711696287225.190155.716414074.906.7917.78140.7844.3056.88320.42236.883635.58553.8128.4473.0600.1413.14534.91628.34754.26951.49037.33365.314838322225437.89938.3954.70232.55525.3021.72789.4314.055.983.307.2014608631018873451573832442089091.50280.02124.87378.19304.0093320527488.192.810314.738322.290.813611.338.6352458614791.62818222.701803120.640635123.69630618701482335278512047.4993411405020948910.32913.49915.06118.1076.991OpenBenchmarking.org

Crypto++

Crypto++ is a C++ class library of cryptographic algorithms. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Keyed AlgorithmsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing150300450600750SE +/- 0.34, N = 3SE +/- 0.35, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.99, N = 3SE +/- 0.09, N = 3709.20711.24712.20710.62708.65711.01-g2-g2-fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-g2-g2-g21. (CXX) g++ options: -O3 -fPIC -pthread -pipe
OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Keyed AlgorithmsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing130260390520650Min: 708.56 / Avg: 709.2 / Max: 709.73Min: 710.56 / Avg: 711.24 / Max: 711.68Min: 711.88 / Avg: 712.2 / Max: 712.52Min: 710.55 / Avg: 710.62 / Max: 710.71Min: 706.7 / Avg: 708.65 / Max: 709.9Min: 710.86 / Avg: 711.01 / Max: 711.161. (CXX) g++ options: -O3 -fPIC -pthread -pipe

High Performance Conjugate Gradient

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

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing246810SE +/- 0.06631, N = 3SE +/- 0.00386, N = 3SE +/- 0.00431, N = 3SE +/- 0.00799, N = 3SE +/- 0.04076, N = 37.385387.814047.846187.866667.38950-lmpi_cxx-lmpi_cxx-lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing3691215Min: 7.25 / Avg: 7.39 / Max: 7.46Min: 7.81 / Avg: 7.81 / Max: 7.82Min: 7.84 / Avg: 7.85 / Max: 7.85Min: 7.85 / Avg: 7.87 / Max: 7.88Min: 7.35 / Avg: 7.39 / Max: 7.471. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi

CP2K Molecular Dynamics

CP2K is an open-source molecular dynamics software package focused on quantum chemistry and solid-state physics. This test profile currently makes use of the OpenMP implementation and using the Fayalite-FIST molecular dynamics run and measures the total time to complete. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 6.1Fayalite-FIST DataUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing2004006008001000751.98711.86725.88853.791091.04955.23

NAMD

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

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing0.22110.44220.66330.88441.1055SE +/- 0.00123, N = 3SE +/- 0.00086, N = 3SE +/- 0.00202, N = 3SE +/- 0.00123, N = 3SE +/- 0.00246, N = 3SE +/- 0.00273, N = 30.977190.982680.978370.975960.982760.97759
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810Min: 0.98 / Avg: 0.98 / Max: 0.98Min: 0.98 / Avg: 0.98 / Max: 0.98Min: 0.97 / Avg: 0.98 / Max: 0.98Min: 0.97 / Avg: 0.98 / Max: 0.98Min: 0.98 / Avg: 0.98 / Max: 0.99Min: 0.97 / Avg: 0.98 / Max: 0.98

Dolfyn

Dolfyn is a Computational Fluid Dynamics (CFD) code of modern numerical simulation techniques. The Dolfyn test profile measures the execution time of the bundled computational fluid dynamics demos that are bundled with Dolfyn. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing510152025SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 318.4818.3918.2818.2918.4618.50
OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing510152025Min: 18.38 / Avg: 18.48 / Max: 18.55Min: 18.21 / Avg: 18.39 / Max: 18.54Min: 18.03 / Avg: 18.28 / Max: 18.49Min: 18.1 / Avg: 18.29 / Max: 18.44Min: 18.35 / Avg: 18.46 / Max: 18.66Min: 18.39 / Avg: 18.5 / Max: 18.7

Algebraic Multi-Grid Benchmark

AMG is a parallel algebraic multigrid solver for linear systems arising from problems on unstructured grids. The driver provided with AMG builds linear systems for various 3-dimensional problems. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid BenchmarkUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing12K24K36K48K60KSE +/- 4.04, N = 3SE +/- 17.97, N = 3SE +/- 14.87, N = 3SE +/- 12.21, N = 3SE +/- 12.56, N = 331092.2831431.1156200.2530051.8831150.51-O31. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi
OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid BenchmarkUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing10K20K30K40K50KMin: 31084.53 / Avg: 31092.28 / Max: 31098.11Min: 31396.47 / Avg: 31431.11 / Max: 31456.71Min: 56184.71 / Avg: 56200.25 / Max: 56229.98Min: 30028.74 / Avg: 30051.88 / Max: 30070.2Min: 31125.78 / Avg: 31150.51 / Max: 31166.71. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi

FFTE

FFTE is a package by Daisuke Takahashi to compute Discrete Fourier Transforms of 1-, 2- and 3- dimensional sequences of length (2^p)*(3^q)*(5^r). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing11K22K33K44K55KSE +/- 185.91, N = 3SE +/- 141.79, N = 3SE +/- 331.24, N = 3SE +/- 753.53, N = 3SE +/- 39.19, N = 3SE +/- 293.20, N = 352659.2148693.6748688.7545877.8048846.0645083.131. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing9K18K27K36K45KMin: 52311.83 / Avg: 52659.21 / Max: 52947.72Min: 48507.16 / Avg: 48693.67 / Max: 48971.92Min: 48315.39 / Avg: 48688.75 / Max: 49349.36Min: 44571.64 / Avg: 45877.8 / Max: 47181.95Min: 48772.91 / Avg: 48846.06 / Max: 48907.01Min: 44497.72 / Avg: 45083.13 / Max: 45405.21. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

Timed HMMer Search

This test searches through the Pfam database of profile hidden markov models. The search finds the domain structure of Drosophila Sevenless protein. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing306090120150SE +/- 0.18, N = 3SE +/- 0.19, N = 3SE +/- 0.02, N = 3SE +/- 0.28, N = 3SE +/- 0.11, N = 3SE +/- 0.47, N = 3145.55134.16108.93141.86117.49146.37-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing306090120150Min: 145.21 / Avg: 145.54 / Max: 145.84Min: 133.87 / Avg: 134.16 / Max: 134.51Min: 108.9 / Avg: 108.93 / Max: 108.96Min: 141.42 / Avg: 141.86 / Max: 142.38Min: 117.28 / Avg: 117.49 / Max: 117.62Min: 145.81 / Avg: 146.37 / Max: 147.311. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: 20k AtomsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing3691215SE +/- 0.045, N = 3SE +/- 0.055, N = 3SE +/- 0.011, N = 3SE +/- 0.008, N = 3SE +/- 0.089, N = 39.50211.73912.49012.39110.301-O3-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O3-O31. (CXX) g++ options: -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: 20k AtomsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing48121620Min: 9.42 / Avg: 9.5 / Max: 9.57Min: 11.65 / Avg: 11.74 / Max: 11.84Min: 12.48 / Avg: 12.49 / Max: 12.51Min: 12.38 / Avg: 12.39 / Max: 12.4Min: 10.19 / Avg: 10.3 / Max: 10.481. (CXX) g++ options: -pthread -lm

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing3691215SE +/- 0.061, N = 3SE +/- 0.259, N = 15SE +/- 0.126, N = 3SE +/- 0.113, N = 3SE +/- 0.404, N = 128.1939.32011.87611.9207.247-O3-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O3-O31. (CXX) g++ options: -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing3691215Min: 8.08 / Avg: 8.19 / Max: 8.29Min: 7.9 / Avg: 9.32 / Max: 10.89Min: 11.73 / Avg: 11.88 / Max: 12.13Min: 11.7 / Avg: 11.92 / Max: 12.08Min: 3.96 / Avg: 7.25 / Max: 8.61. (CXX) g++ options: -pthread -lm

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing48121620SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 316.9617.2015.2117.0317.0416.32-O2 -ltiff-O2 -ltiff-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O2-O2-O2 -ltiff1. (CC) gcc options: -fvisibility=hidden -pthread -lm -ljpeg -lpng16
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing48121620Min: 16.94 / Avg: 16.96 / Max: 16.99Min: 17.08 / Avg: 17.2 / Max: 17.26Min: 15.12 / Avg: 15.21 / Max: 15.26Min: 16.97 / Avg: 17.03 / Max: 17.14Min: 16.99 / Avg: 17.04 / Max: 17.07Min: 16.21 / Avg: 16.32 / Max: 16.391. (CC) gcc options: -fvisibility=hidden -pthread -lm -ljpeg -lpng16

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810SE +/- 0.003, N = 3SE +/- 0.018, N = 3SE +/- 0.007, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.011, N = 36.6336.6076.2666.5606.6166.540-O2 -ltiff-O2 -ltiff-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O2-O2-O2 -ltiff1. (CC) gcc options: -fvisibility=hidden -pthread -lm -ljpeg -lpng16
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215Min: 6.63 / Avg: 6.63 / Max: 6.64Min: 6.58 / Avg: 6.61 / Max: 6.64Min: 6.26 / Avg: 6.27 / Max: 6.28Min: 6.55 / Avg: 6.56 / Max: 6.57Min: 6.61 / Avg: 6.62 / Max: 6.63Min: 6.53 / Avg: 6.54 / Max: 6.561. (CC) gcc options: -fvisibility=hidden -pthread -lm -ljpeg -lpng16

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 TumbleweedEndeavour OSDebian Testing918273645SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 337.6638.1632.7537.8237.6836.10-O2 -ltiff-O2 -ltiff-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O2-O2-O2 -ltiff1. (CC) gcc options: -fvisibility=hidden -pthread -lm -ljpeg -lpng16
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 TumbleweedEndeavour OSDebian Testing816243240Min: 37.63 / Avg: 37.66 / Max: 37.69Min: 37.94 / Avg: 38.16 / Max: 38.27Min: 32.67 / Avg: 32.75 / Max: 32.84Min: 37.62 / Avg: 37.82 / Max: 37.95Min: 37.61 / Avg: 37.68 / Max: 37.78Min: 35.86 / Avg: 36.1 / Max: 36.231. (CC) gcc options: -fvisibility=hidden -pthread -lm -ljpeg -lpng16

Java Gradle Build

This test runs Java software project builds using the Gradle build system. It is intended to give developers an idea as to the build performance for development activities and build servers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing60120180240300SE +/- 3.64, N = 3SE +/- 2.98, N = 7SE +/- 3.33, N = 3SE +/- 5.87, N = 9SE +/- 2.83, N = 9253.54275.41208.73251.39245.87
OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing50100150200250Min: 247.28 / Avg: 253.54 / Max: 259.89Min: 265.82 / Avg: 275.41 / Max: 290.31Min: 204.96 / Avg: 208.73 / Max: 215.36Min: 234.21 / Avg: 251.39 / Max: 291.42Min: 231.56 / Avg: 245.87 / Max: 258.52

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing14002800420056007000SE +/- 54.09, N = 5SE +/- 43.70, N = 4SE +/- 13.92, N = 4SE +/- 22.54, N = 4SE +/- 20.59, N = 4SE +/- 40.27, N = 4459542763392445264884190
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing11002200330044005500Min: 4429 / Avg: 4595.2 / Max: 4763Min: 4218 / Avg: 4276 / Max: 4404Min: 3368 / Avg: 3391.75 / Max: 3424Min: 4425 / Avg: 4451.5 / Max: 4519Min: 6437 / Avg: 6487.5 / Max: 6536Min: 4078 / Avg: 4190 / Max: 4264

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing9001800270036004500SE +/- 24.35, N = 4SE +/- 23.83, N = 4SE +/- 9.25, N = 4SE +/- 14.70, N = 4SE +/- 13.65, N = 4SE +/- 12.39, N = 4385740193254384540263785
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing7001400210028003500Min: 3821 / Avg: 3857.25 / Max: 3928Min: 3970 / Avg: 4018.5 / Max: 4067Min: 3239 / Avg: 3254.25 / Max: 3281Min: 3805 / Avg: 3844.5 / Max: 3874Min: 3985 / Avg: 4025.5 / Max: 4044Min: 3761 / Avg: 3784.75 / Max: 3818

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradesoapUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing10002000300040005000SE +/- 30.86, N = 4SE +/- 21.24, N = 4SE +/- 25.26, N = 4SE +/- 56.59, N = 4SE +/- 35.59, N = 434693598289246543937
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradesoapUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing8001600240032004000Min: 3400 / Avg: 3468.75 / Max: 3535Min: 3537 / Avg: 3598 / Max: 3628Min: 2829 / Avg: 2891.75 / Max: 2941Min: 4529 / Avg: 4653.75 / Max: 4800Min: 3847 / Avg: 3937.25 / Max: 4000

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing2K4K6K8K10KSE +/- 100.02, N = 4SE +/- 97.67, N = 4SE +/- 14.92, N = 4SE +/- 55.38, N = 4SE +/- 82.64, N = 4747578542819104666757
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing2K4K6K8K10KMin: 7254 / Avg: 7475 / Max: 7719Min: 7674 / Avg: 7854.25 / Max: 8055Min: 2791 / Avg: 2819 / Max: 2857Min: 10316 / Avg: 10466.25 / Max: 10583Min: 6543 / Avg: 6756.75 / Max: 6932

Zstd Compression

This test measures the time needed to compress a sample file (an Ubuntu ISO) using Zstd compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing11002200330044005500SE +/- 36.88, N = 3SE +/- 19.66, N = 3SE +/- 12.17, N = 3SE +/- 15.85, N = 3SE +/- 15.78, N = 3SE +/- 4.26, N = 34886.64863.44909.44959.54960.15018.1-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llz41. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing9001800270036004500Min: 4817.1 / Avg: 4886.57 / Max: 4942.8Min: 4827.9 / Avg: 4863.43 / Max: 4895.8Min: 4887.7 / Avg: 4909.4 / Max: 4929.8Min: 4928.9 / Avg: 4959.5 / Max: 4982Min: 4935.5 / Avg: 4960.07 / Max: 4989.5Min: 5013.3 / Avg: 5018.1 / Max: 5026.61. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1428425670SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.20, N = 3SE +/- 0.03, N = 360.360.262.260.060.262.5-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llz41. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1224364860Min: 59.8 / Avg: 60.27 / Max: 60.5Min: 59.8 / Avg: 60.2 / Max: 60.4Min: 62.1 / Avg: 62.23 / Max: 62.3Min: 59.7 / Avg: 59.97 / Max: 60.2Min: 59.8 / Avg: 60.17 / Max: 60.5Min: 62.5 / Avg: 62.53 / Max: 62.61. (CC) gcc options: -O3 -pthread -lz -llzma

Crafty

This is a performance test of Crafty, an advanced open-source chess engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing2M4M6M8M10MSE +/- 56119.05, N = 3SE +/- 15600.26, N = 3SE +/- 10545.32, N = 3SE +/- 39588.48, N = 3SE +/- 31383.98, N = 3SE +/- 11862.25, N = 39040556950180793591499598327913607492557051. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm
OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1.7M3.4M5.1M6.8M8.5MMin: 8928397 / Avg: 9040556.33 / Max: 9100277Min: 9471597 / Avg: 9501806.67 / Max: 9523667Min: 9346634 / Avg: 9359148.67 / Max: 9380108Min: 9521797 / Avg: 9598327.33 / Max: 9654173Min: 9073955 / Avg: 9136074 / Max: 9174930Min: 9242673 / Avg: 9255705.33 / Max: 92793901. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm

Node.js Express HTTP Load Test

A Node.js Express server with a Node-based loadtest client for facilitating HTTP benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterNode.js Express HTTP Load TestUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing2K4K6K8K10KSE +/- 11.79, N = 3SE +/- 4.91, N = 3SE +/- 12.29, N = 3SE +/- 35.04, N = 3SE +/- 61.58, N = 36885622898598819108321. Ubuntu 20.10 20200929: Nodejs v12.18.22. Fedora Workstation 33 Beta: Nodejs3. Clear Linux 33780: Nodejs4. Endeavour OS: Nodejs5. Debian Testing: Nodejs v12.18.4
OpenBenchmarking.orgRequests Per Second, More Is BetterNode.js Express HTTP Load TestUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing2K4K6K8K10KMin: 6869 / Avg: 6885 / Max: 6908Min: 6222 / Avg: 6228.33 / Max: 6238Min: 9836 / Avg: 9859 / Max: 9878Min: 8781 / Avg: 8819 / Max: 8889Min: 10713 / Avg: 10832 / Max: 109191. Ubuntu 20.10 20200929: Nodejs v12.18.22. Fedora Workstation 33 Beta: Nodejs3. Clear Linux 33780: Nodejs4. Endeavour OS: Nodejs5. Debian Testing: Nodejs v12.18.4

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing0.52211.04421.56632.08842.6105SE +/- 0.03226, N = 4SE +/- 0.00643, N = 3SE +/- 0.00286, N = 3SE +/- 0.00089, N = 3SE +/- 0.00253, N = 3SE +/- 0.02597, N = 32.320482.223592.212862.210722.226562.23329MIN: 2.13-O2 - MIN: 2.04MIN: 2.14MIN: 2.13MIN: 2.15MIN: 2.121. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810Min: 2.23 / Avg: 2.32 / Max: 2.38Min: 2.21 / Avg: 2.22 / Max: 2.23Min: 2.21 / Avg: 2.21 / Max: 2.22Min: 2.21 / Avg: 2.21 / Max: 2.21Min: 2.22 / Avg: 2.23 / Max: 2.23Min: 2.21 / Avg: 2.23 / Max: 2.291. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing816243240SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 332.7032.0131.2231.3832.7831.46MIN: 31.08-O2 - MIN: 30.67MIN: 29.81MIN: 29.81MIN: 31.31MIN: 29.791. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing714212835Min: 32.55 / Avg: 32.7 / Max: 32.89Min: 31.81 / Avg: 32.01 / Max: 32.22Min: 31.1 / Avg: 31.22 / Max: 31.33Min: 31.35 / Avg: 31.38 / Max: 31.41Min: 32.65 / Avg: 32.78 / Max: 32.98Min: 31.45 / Avg: 31.46 / Max: 31.481. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing0.13430.26860.40290.53720.6715SE +/- 0.005982, N = 3SE +/- 0.007438, N = 3SE +/- 0.000503, N = 3SE +/- 0.000391, N = 3SE +/- 0.000127, N = 3SE +/- 0.000497, N = 30.5970880.5331890.5167540.5132490.5141070.514044MIN: 0.56-O2 - MIN: 0.49MIN: 0.5MIN: 0.5MIN: 0.5MIN: 0.51. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810Min: 0.59 / Avg: 0.6 / Max: 0.61Min: 0.53 / Avg: 0.53 / Max: 0.55Min: 0.52 / Avg: 0.52 / Max: 0.52Min: 0.51 / Avg: 0.51 / Max: 0.51Min: 0.51 / Avg: 0.51 / Max: 0.51Min: 0.51 / Avg: 0.51 / Max: 0.521. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810SE +/- 0.03569, N = 3SE +/- 0.00859, N = 3SE +/- 0.04482, N = 3SE +/- 0.03276, N = 3SE +/- 0.00204, N = 3SE +/- 0.03332, N = 37.682297.177257.059747.004937.346957.09894MIN: 7.28-O2 - MIN: 6.9MIN: 6.79MIN: 6.7MIN: 7.07MIN: 6.871. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215Min: 7.61 / Avg: 7.68 / Max: 7.73Min: 7.17 / Avg: 7.18 / Max: 7.19Min: 6.99 / Avg: 7.06 / Max: 7.14Min: 6.95 / Avg: 7 / Max: 7.07Min: 7.34 / Avg: 7.35 / Max: 7.35Min: 7.03 / Avg: 7.1 / Max: 7.141. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1.25892.51783.77675.03566.2945SE +/- 0.03159, N = 3SE +/- 0.03682, N = 3SE +/- 0.01117, N = 3SE +/- 0.00504, N = 3SE +/- 0.00028, N = 3SE +/- 0.00428, N = 35.581135.595285.492185.476015.482375.47158MIN: 5.43-O2 - MIN: 5.41MIN: 5.43MIN: 5.38MIN: 5.44MIN: 5.361. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810Min: 5.52 / Avg: 5.58 / Max: 5.63Min: 5.52 / Avg: 5.6 / Max: 5.64Min: 5.48 / Avg: 5.49 / Max: 5.51Min: 5.47 / Avg: 5.48 / Max: 5.48Min: 5.48 / Avg: 5.48 / Max: 5.48Min: 5.46 / Avg: 5.47 / Max: 5.481. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1428425670SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 363.8763.8663.9763.6464.2563.69MIN: 63.01-O2 - MIN: 63.2MIN: 63.43MIN: 63.15MIN: 63.58MIN: 63.211. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1326395265Min: 63.76 / Avg: 63.87 / Max: 64Min: 63.74 / Avg: 63.86 / Max: 63.96Min: 63.83 / Avg: 63.97 / Max: 64.09Min: 63.62 / Avg: 63.64 / Max: 63.66Min: 64.19 / Avg: 64.25 / Max: 64.35Min: 63.66 / Avg: 63.69 / Max: 63.721. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215SE +/- 0.03370, N = 3SE +/- 0.02520, N = 3SE +/- 0.00277, N = 3SE +/- 0.05240, N = 3SE +/- 0.00714, N = 3SE +/- 0.01799, N = 310.009599.808009.629949.808829.827619.93027MIN: 9.86-O2 - MIN: 9.68MIN: 9.56MIN: 9.59MIN: 9.74MIN: 9.831. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215Min: 9.94 / Avg: 10.01 / Max: 10.05Min: 9.77 / Avg: 9.81 / Max: 9.86Min: 9.63 / Avg: 9.63 / Max: 9.64Min: 9.73 / Avg: 9.81 / Max: 9.91Min: 9.81 / Avg: 9.83 / Max: 9.84Min: 9.9 / Avg: 9.93 / Max: 9.961. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing0.40110.80221.20331.60442.0055SE +/- 0.02002, N = 3SE +/- 0.00624, N = 3SE +/- 0.00301, N = 3SE +/- 0.00188, N = 3SE +/- 0.00072, N = 3SE +/- 0.01156, N = 31.782641.742211.705511.698961.701671.71495MIN: 1.71-O2 - MIN: 1.69MIN: 1.67MIN: 1.68MIN: 1.68MIN: 1.681. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810Min: 1.75 / Avg: 1.78 / Max: 1.82Min: 1.73 / Avg: 1.74 / Max: 1.75Min: 1.7 / Avg: 1.71 / Max: 1.71Min: 1.7 / Avg: 1.7 / Max: 1.7Min: 1.7 / Avg: 1.7 / Max: 1.7Min: 1.7 / Avg: 1.71 / Max: 1.741. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing0.65081.30161.95242.60323.254SE +/- 0.03490, N = 3SE +/- 0.01296, N = 3SE +/- 0.00552, N = 3SE +/- 0.00447, N = 3SE +/- 0.00302, N = 3SE +/- 0.00025, N = 32.892462.641082.604982.580302.612352.57720MIN: 2.77-O2 - MIN: 2.58MIN: 2.58MIN: 2.55MIN: 2.59MIN: 2.561. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810Min: 2.84 / Avg: 2.89 / Max: 2.96Min: 2.62 / Avg: 2.64 / Max: 2.67Min: 2.6 / Avg: 2.6 / Max: 2.62Min: 2.58 / Avg: 2.58 / Max: 2.59Min: 2.61 / Avg: 2.61 / Max: 2.62Min: 2.58 / Avg: 2.58 / Max: 2.581. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215SE +/- 0.02565, N = 3SE +/- 0.01577, N = 3SE +/- 0.04894, N = 3SE +/- 0.01124, N = 3SE +/- 0.00176, N = 3SE +/- 0.02473, N = 39.449859.312769.174999.052099.291219.31515MIN: 9.33-O2 - MIN: 9.21MIN: 9.05MIN: 8.98MIN: 9.23MIN: 9.181. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215Min: 9.4 / Avg: 9.45 / Max: 9.48Min: 9.29 / Avg: 9.31 / Max: 9.34Min: 9.12 / Avg: 9.17 / Max: 9.27Min: 9.03 / Avg: 9.05 / Max: 9.07Min: 9.29 / Avg: 9.29 / Max: 9.29Min: 9.28 / Avg: 9.32 / Max: 9.361. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing0.10490.20980.31470.41960.5245SE +/- 0.001807, N = 3SE +/- 0.001959, N = 3SE +/- 0.000033, N = 3SE +/- 0.000445, N = 3SE +/- 0.000490, N = 3SE +/- 0.000272, N = 30.4632720.4662560.4605950.4563410.4586940.457176MIN: 0.45-O2 - MIN: 0.45MIN: 0.45MIN: 0.44MIN: 0.45MIN: 0.441. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing12345Min: 0.46 / Avg: 0.46 / Max: 0.47Min: 0.46 / Avg: 0.47 / Max: 0.47Min: 0.46 / Avg: 0.46 / Max: 0.46Min: 0.46 / Avg: 0.46 / Max: 0.46Min: 0.46 / Avg: 0.46 / Max: 0.46Min: 0.46 / Avg: 0.46 / Max: 0.461. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing0.16640.33280.49920.66560.832SE +/- 0.007689, N = 3SE +/- 0.007849, N = 15SE +/- 0.000320, N = 3SE +/- 0.000671, N = 3SE +/- 0.007585, N = 7SE +/- 0.008506, N = 30.7394860.6846230.6071050.6030880.6725920.612594MIN: 0.7-O2 - MIN: 0.62MIN: 0.6MIN: 0.59MIN: 0.63MIN: 0.61. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810Min: 0.73 / Avg: 0.74 / Max: 0.75Min: 0.65 / Avg: 0.68 / Max: 0.75Min: 0.61 / Avg: 0.61 / Max: 0.61Min: 0.6 / Avg: 0.6 / Max: 0.6Min: 0.64 / Avg: 0.67 / Max: 0.7Min: 0.6 / Avg: 0.61 / Max: 0.631. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing4080120160200SE +/- 0.83, N = 3SE +/- 0.21, N = 3SE +/- 0.49, N = 3SE +/- 1.85, N = 3SE +/- 0.11, N = 3SE +/- 0.76, N = 3190.42168.75156.34159.35165.66157.24MIN: 187.05-O2 - MIN: 166.69MIN: 154.1MIN: 155.5MIN: 164.25MIN: 154.651. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing306090120150Min: 189.19 / Avg: 190.42 / Max: 192Min: 168.35 / Avg: 168.75 / Max: 169.05Min: 155.45 / Avg: 156.34 / Max: 157.14Min: 156.51 / Avg: 159.35 / Max: 162.82Min: 165.48 / Avg: 165.66 / Max: 165.85Min: 155.93 / Avg: 157.24 / Max: 158.571. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1632486480SE +/- 0.57, N = 3SE +/- 0.37, N = 3SE +/- 0.04, N = 3SE +/- 0.55, N = 3SE +/- 0.37, N = 3SE +/- 0.31, N = 373.5853.7448.1548.2152.6748.50MIN: 71.21-O2 - MIN: 51.31MIN: 46.52MIN: 45.8MIN: 50.28MIN: 46.481. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1428425670Min: 72.73 / Avg: 73.58 / Max: 74.67Min: 53.09 / Avg: 53.74 / Max: 54.37Min: 48.07 / Avg: 48.15 / Max: 48.2Min: 47.2 / Avg: 48.21 / Max: 49.09Min: 51.95 / Avg: 52.67 / Max: 53.16Min: 47.9 / Avg: 48.5 / Max: 48.881. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810SE +/- 0.01495, N = 3SE +/- 0.04760, N = 3SE +/- 0.00386, N = 3SE +/- 0.00284, N = 3SE +/- 0.00304, N = 3SE +/- 0.01514, N = 38.018578.029117.990687.954117.861897.96800MIN: 7.6-O2 - MIN: 7.67MIN: 7.71MIN: 7.65MIN: 7.57MIN: 7.661. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215Min: 7.99 / Avg: 8.02 / Max: 8.04Min: 7.93 / Avg: 8.03 / Max: 8.08Min: 7.98 / Avg: 7.99 / Max: 8Min: 7.95 / Avg: 7.95 / Max: 7.96Min: 7.86 / Avg: 7.86 / Max: 7.87Min: 7.95 / Avg: 7.97 / Max: 81. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215SE +/- 0.00075, N = 3SE +/- 0.01309, N = 3SE +/- 0.00147, N = 3SE +/- 0.00341, N = 3SE +/- 0.00260, N = 3SE +/- 0.00403, N = 39.148028.958049.220908.827939.321328.94741MIN: 8.92-O2 - MIN: 8.67MIN: 9.08MIN: 8.74MIN: 9.17MIN: 8.871. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215Min: 9.15 / Avg: 9.15 / Max: 9.15Min: 8.94 / Avg: 8.96 / Max: 8.98Min: 9.22 / Avg: 9.22 / Max: 9.22Min: 8.82 / Avg: 8.83 / Max: 8.83Min: 9.32 / Avg: 9.32 / Max: 9.33Min: 8.94 / Avg: 8.95 / Max: 8.961. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 310.9210.9110.8510.7810.8810.86MIN: 10.73-O2 - MIN: 10.71MIN: 10.72MIN: 10.67MIN: 10.72MIN: 10.71. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215Min: 10.87 / Avg: 10.92 / Max: 10.96Min: 10.88 / Avg: 10.91 / Max: 10.94Min: 10.82 / Avg: 10.85 / Max: 10.88Min: 10.78 / Avg: 10.78 / Max: 10.78Min: 10.88 / Avg: 10.88 / Max: 10.89Min: 10.79 / Avg: 10.86 / Max: 111. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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 TumbleweedEndeavour OSDebian Testing0.35760.71521.07281.43041.788SE +/- 0.00344, N = 3SE +/- 0.00837, N = 3SE +/- 0.01165, N = 3SE +/- 0.00293, N = 3SE +/- 0.00566, N = 3SE +/- 0.01524, N = 81.589321.446571.502101.460121.406861.47793MIN: 1.53-O2 - MIN: 1.36MIN: 1.42MIN: 1.39MIN: 1.36MIN: 1.371. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 TumbleweedEndeavour OSDebian Testing246810Min: 1.59 / Avg: 1.59 / Max: 1.6Min: 1.43 / Avg: 1.45 / Max: 1.46Min: 1.49 / Avg: 1.5 / Max: 1.52Min: 1.45 / Avg: 1.46 / Max: 1.47Min: 1.4 / Avg: 1.41 / Max: 1.42Min: 1.45 / Avg: 1.48 / Max: 1.581. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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 TumbleweedEndeavour OSDebian Testing0.1650.330.4950.660.825SE +/- 0.009743, N = 12SE +/- 0.001747, N = 3SE +/- 0.004133, N = 3SE +/- 0.003270, N = 3SE +/- 0.003782, N = 3SE +/- 0.005765, N = 30.7332320.3694210.3810540.3702710.3612830.352849MIN: 0.61-O2 - MIN: 0.34MIN: 0.36MIN: 0.35MIN: 0.34MIN: 0.331. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 TumbleweedEndeavour OSDebian Testing246810Min: 0.64 / Avg: 0.73 / Max: 0.77Min: 0.37 / Avg: 0.37 / Max: 0.37Min: 0.38 / Avg: 0.38 / Max: 0.39Min: 0.36 / Avg: 0.37 / Max: 0.38Min: 0.36 / Avg: 0.36 / Max: 0.37Min: 0.34 / Avg: 0.35 / Max: 0.361. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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 TumbleweedEndeavour OSDebian Testing0.39770.79541.19311.59081.9885SE +/- 0.00967, N = 3SE +/- 0.01563, N = 3SE +/- 0.00724, N = 3SE +/- 0.00363, N = 3SE +/- 0.00641, N = 3SE +/- 0.00394, N = 31.767561.751591.713721.701571.706541.67260MIN: 1.65-O2 - MIN: 1.64MIN: 1.62MIN: 1.63MIN: 1.62MIN: 1.61. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 TumbleweedEndeavour OSDebian Testing246810Min: 1.75 / Avg: 1.77 / Max: 1.78Min: 1.73 / Avg: 1.75 / Max: 1.78Min: 1.71 / Avg: 1.71 / Max: 1.73Min: 1.7 / Avg: 1.7 / Max: 1.71Min: 1.7 / Avg: 1.71 / Max: 1.72Min: 1.67 / Avg: 1.67 / Max: 1.681. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810SE +/- 0.043, N = 3SE +/- 0.051, N = 3SE +/- 0.005, N = 3SE +/- 0.037, N = 3SE +/- 0.023, N = 3SE +/- 0.064, N = 35.2055.6646.1125.8225.6755.7711. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810Min: 5.13 / Avg: 5.2 / Max: 5.28Min: 5.6 / Avg: 5.66 / Max: 5.77Min: 6.1 / Avg: 6.11 / Max: 6.12Min: 5.75 / Avg: 5.82 / Max: 5.87Min: 5.63 / Avg: 5.68 / Max: 5.71Min: 5.68 / Avg: 5.77 / Max: 5.891. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1122334455SE +/- 0.27, N = 3SE +/- 0.08, N = 3SE +/- 0.20, N = 3SE +/- 0.16, N = 3SE +/- 0.30, N = 3SE +/- 0.13, N = 342.5747.0450.8747.0241.8746.981. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1020304050Min: 42.07 / Avg: 42.57 / Max: 43.01Min: 46.93 / Avg: 47.04 / Max: 47.2Min: 50.47 / Avg: 50.87 / Max: 51.11Min: 46.77 / Avg: 47.02 / Max: 47.32Min: 41.28 / Avg: 41.87 / Max: 42.19Min: 46.8 / Avg: 46.98 / Max: 47.241. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing70140210280350SE +/- 4.02, N = 4SE +/- 4.41, N = 3SE +/- 3.43, N = 3SE +/- 2.74, N = 3SE +/- 4.79, N = 3SE +/- 3.48, N = 3312.25308.51321.45309.81297.68308.99-O21. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing60120180240300Min: 300.6 / Avg: 312.25 / Max: 318.98Min: 299.7 / Avg: 308.51 / Max: 313.32Min: 314.63 / Avg: 321.45 / Max: 325.56Min: 304.57 / Avg: 309.81 / Max: 313.81Min: 288.46 / Avg: 297.68 / Max: 304.57Min: 302.11 / Avg: 308.99 / Max: 313.321. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing60120180240300SE +/- 1.24, N = 3SE +/- 1.39, N = 3SE +/- 0.77, N = 3SE +/- 1.16, N = 3SE +/- 2.57, N = 3SE +/- 0.45, N = 3254.11251.98268.78255.98240.79254.56-O21. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing50100150200250Min: 252.42 / Avg: 254.11 / Max: 256.52Min: 249.38 / Avg: 251.98 / Max: 254.13Min: 267.38 / Avg: 268.78 / Max: 270.03Min: 253.7 / Avg: 255.98 / Max: 257.51Min: 236.31 / Avg: 240.79 / Max: 245.2Min: 253.7 / Avg: 254.56 / Max: 255.211. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing612182430SE +/- 0.21, N = 14SE +/- 0.34, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.23, N = 322.1925.1325.1625.0225.0324.72
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing612182430Min: 20.06 / Avg: 22.19 / Max: 23.2Min: 24.44 / Avg: 25.13 / Max: 25.52Min: 25.04 / Avg: 25.16 / Max: 25.29Min: 24.73 / Avg: 25.02 / Max: 25.33Min: 24.92 / Avg: 25.03 / Max: 25.09Min: 24.35 / Avg: 24.72 / Max: 25.14

OpenVKL

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

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing60120180240300SE +/- 0.22, N = 3SE +/- 0.47, N = 3SE +/- 0.86, N = 3SE +/- 1.42, N = 3SE +/- 0.56, N = 3SE +/- 0.89, N = 3268.67274.81280.11270.17278.94269.89MIN: 1 / MAX: 1084MIN: 1 / MAX: 1115MIN: 1 / MAX: 1134MIN: 1 / MAX: 1098MIN: 1 / MAX: 1132MIN: 1 / MAX: 1116
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing50100150200250Min: 268.25 / Avg: 268.67 / Max: 269Min: 274.33 / Avg: 274.81 / Max: 275.75Min: 278.83 / Avg: 280.11 / Max: 281.75Min: 268 / Avg: 270.17 / Max: 272.83Min: 277.83 / Avg: 278.94 / Max: 279.5Min: 268.42 / Avg: 269.89 / Max: 271.5

Coremark

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing160K320K480K640K800KSE +/- 2918.93, N = 3SE +/- 656.29, N = 3SE +/- 4785.64, N = 3SE +/- 1709.93, N = 3SE +/- 3498.91, N = 3SE +/- 4609.78, N = 3687280.77643394.64728013.38666366.94679890.78625049.56-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing130K260K390K520K650KMin: 683479.42 / Avg: 687280.77 / Max: 693018.48Min: 642130.92 / Avg: 643394.64 / Max: 644333.74Min: 722190.64 / Avg: 728013.38 / Max: 737503.41Min: 663451.79 / Avg: 666366.94 / Max: 669373.08Min: 672897.2 / Avg: 679890.78 / Max: 683598.39Min: 618521.28 / Avg: 625049.56 / Max: 633951.631. (CC) gcc options: -O2 -lrt" -lrt

Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing9001800270036004500SE +/- 10.55, N = 3SE +/- 1.02, N = 3SE +/- 1.81, N = 3SE +/- 2.23, N = 3SE +/- 2.02, N = 3SE +/- 8.36, N = 33994.374005.434250.714023.604014.174011.69-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -mavx2
OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing7001400210028003500Min: 3982.26 / Avg: 3994.37 / Max: 4015.38Min: 4003.48 / Avg: 4005.43 / Max: 4006.94Min: 4247.14 / Avg: 4250.71 / Max: 4253.06Min: 4020.14 / Avg: 4023.6 / Max: 4027.76Min: 4010.19 / Avg: 4014.17 / Max: 4016.8Min: 4002.52 / Avg: 4011.69 / Max: 4028.391. (CC) gcc options: -O3 -mavx2

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing12M24M36M48M60MSE +/- 704473.66, N = 3SE +/- 648467.99, N = 3SE +/- 421420.95, N = 3SE +/- 405576.86, N = 3SE +/- 114882.78, N = 3SE +/- 583780.98, N = 3532347675294133456165113544610515342475055746092
OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing10M20M30M40M50MMin: 51850643 / Avg: 53234767.33 / Max: 54154863Min: 52283958 / Avg: 52941334 / Max: 54238229Min: 55500059 / Avg: 56165113.33 / Max: 56946042Min: 53737000 / Avg: 54461051.33 / Max: 55139763Min: 53302465 / Avg: 53424750 / Max: 53654353Min: 54812785 / Avg: 55746092 / Max: 56820285

libavif avifenc

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

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1632486480SE +/- 0.23, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.70, N = 3SE +/- 0.20, N = 372.0670.8965.5869.5270.2669.041. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1428425670Min: 71.6 / Avg: 72.06 / Max: 72.35Min: 70.39 / Avg: 70.89 / Max: 71.43Min: 65.46 / Avg: 65.58 / Max: 65.72Min: 69.17 / Avg: 69.52 / Max: 69.84Min: 68.93 / Avg: 70.26 / Max: 71.31Min: 68.66 / Avg: 69.04 / Max: 69.31. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1020304050SE +/- 0.29, N = 3SE +/- 0.16, N = 3SE +/- 0.22, N = 3SE +/- 0.38, N = 3SE +/- 0.06, N = 3SE +/- 0.14, N = 342.9942.0738.9040.8942.0840.751. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing918273645Min: 42.41 / Avg: 42.99 / Max: 43.33Min: 41.78 / Avg: 42.07 / Max: 42.33Min: 38.52 / Avg: 38.9 / Max: 39.27Min: 40.33 / Avg: 40.89 / Max: 41.61Min: 41.98 / Avg: 42.08 / Max: 42.19Min: 40.49 / Avg: 40.75 / Max: 40.971. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810SE +/- 0.014, N = 3SE +/- 0.017, N = 3SE +/- 0.026, N = 3SE +/- 0.022, N = 3SE +/- 0.040, N = 3SE +/- 0.026, N = 35.2616.0833.9734.1585.5354.4101. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810Min: 5.24 / Avg: 5.26 / Max: 5.29Min: 6.05 / Avg: 6.08 / Max: 6.11Min: 3.93 / Avg: 3.97 / Max: 4.02Min: 4.13 / Avg: 4.16 / Max: 4.2Min: 5.47 / Avg: 5.54 / Max: 5.61Min: 4.37 / Avg: 4.41 / Max: 4.461. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1.32862.65723.98585.31446.643SE +/- 0.024, N = 3SE +/- 0.011, N = 3SE +/- 0.012, N = 3SE +/- 0.007, N = 3SE +/- 0.012, N = 3SE +/- 0.029, N = 35.0765.9053.8364.0585.3874.2671. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810Min: 5.04 / Avg: 5.08 / Max: 5.12Min: 5.88 / Avg: 5.91 / Max: 5.92Min: 3.81 / Avg: 3.84 / Max: 3.85Min: 4.05 / Avg: 4.06 / Max: 4.07Min: 5.37 / Avg: 5.39 / Max: 5.41Min: 4.22 / Avg: 4.27 / Max: 4.321. (CXX) g++ options: -O3 -fPIC

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1224364860SE +/- 0.85, N = 3SE +/- 0.67, N = 3SE +/- 0.60, N = 3SE +/- 0.64, N = 4SE +/- 0.73, N = 4SE +/- 0.69, N = 349.4646.7243.2445.2552.9449.20
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1122334455Min: 48.36 / Avg: 49.46 / Max: 51.13Min: 45.99 / Avg: 46.72 / Max: 48.06Min: 42.41 / Avg: 43.24 / Max: 44.4Min: 44.46 / Avg: 45.25 / Max: 47.17Min: 52.1 / Avg: 52.94 / Max: 55.14Min: 47.88 / Avg: 49.2 / Max: 50.24

Timed PHP Compilation

This test times how long it takes to build PHP 7. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1122334455SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 349.1545.9839.7345.4749.4948.00
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1020304050Min: 48.9 / Avg: 49.15 / Max: 49.44Min: 45.89 / Avg: 45.98 / Max: 46.15Min: 39.63 / Avg: 39.73 / Max: 39.79Min: 45.33 / Avg: 45.47 / Max: 45.68Min: 49.26 / Avg: 49.49 / Max: 49.63Min: 47.88 / Avg: 48 / Max: 48.1

DeepSpeech

Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. This test profile times the speech-to-text process for a roughly three minute audio recording. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing306090120150SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 0.38, N = 3115.53112.13108.69116.51132.68115.71
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing20406080100Min: 115.39 / Avg: 115.53 / Max: 115.74Min: 112.01 / Avg: 112.13 / Max: 112.36Min: 108.57 / Avg: 108.69 / Max: 108.76Min: 116.3 / Avg: 116.51 / Max: 116.64Min: 132.46 / Avg: 132.68 / Max: 133.07Min: 115.06 / Avg: 115.71 / Max: 116.37

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test measures the RSA 4096-bit performance of OpenSSL. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.1RSA 4096-bit PerformanceUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing11002200330044005500SE +/- 5.55, N = 3SE +/- 5.10, N = 3SE +/- 4.95, N = 3SE +/- 13.63, N = 3SE +/- 15.20, N = 3SE +/- 10.24, N = 35191.95175.65212.05175.95159.95115.0-pipe -fexceptions -fstack-protector -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.1RSA 4096-bit PerformanceUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing9001800270036004500Min: 5183.2 / Avg: 5191.87 / Max: 5202.2Min: 5166.4 / Avg: 5175.63 / Max: 5184Min: 5204.9 / Avg: 5211.97 / Max: 5221.5Min: 5154.6 / Avg: 5175.93 / Max: 5201.3Min: 5129.5 / Avg: 5159.9 / Max: 5175.2Min: 5098.6 / Avg: 5114.97 / Max: 5133.81. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

libjpeg-turbo tjbench

tjbench is a JPEG decompression/compression benchmark part of libjpeg-turbo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.0.2Test: Decompression ThroughputUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing50100150200250SE +/- 0.18, N = 3SE +/- 0.32, N = 3SE +/- 0.42, N = 3SE +/- 0.12, N = 3SE +/- 0.28, N = 3SE +/- 1.49, N = 3216.39216.44217.10217.65211.59216.13-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -rdynamic
OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.0.2Test: Decompression ThroughputUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing4080120160200Min: 216.03 / Avg: 216.39 / Max: 216.57Min: 215.85 / Avg: 216.44 / Max: 216.95Min: 216.29 / Avg: 217.1 / Max: 217.68Min: 217.43 / Avg: 217.65 / Max: 217.84Min: 211.08 / Avg: 211.59 / Max: 212.04Min: 213.14 / Avg: 216.13 / Max: 217.671. (CC) gcc options: -O3 -rdynamic

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Hot ReadUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing714212835SE +/- 0.05, N = 3SE +/- 0.38, N = 12SE +/- 0.26, N = 10SE +/- 0.23, N = 3SE +/- 0.42, N = 12SE +/- 0.37, N = 1227.3730.6228.0127.0330.2630.49-O3-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lsqlite3-O3-O3-O31. (CXX) g++ options: -lsnappy -lpthread
OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Hot ReadUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing714212835Min: 27.26 / Avg: 27.37 / Max: 27.43Min: 26.46 / Avg: 30.62 / Max: 31.43Min: 27.5 / Avg: 28.01 / Max: 30.19Min: 26.7 / Avg: 27.03 / Max: 27.49Min: 25.76 / Avg: 30.26 / Max: 31.17Min: 26.51 / Avg: 30.49 / Max: 31.321. (CXX) g++ options: -lsnappy -lpthread

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random ReadUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing714212835SE +/- 0.09, N = 3SE +/- 0.34, N = 3SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.19, N = 3SE +/- 0.15, N = 327.5530.9727.6327.4730.8331.02-O3-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lsqlite3-O3-O3-O31. (CXX) g++ options: -lsnappy -lpthread
OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random ReadUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing714212835Min: 27.37 / Avg: 27.55 / Max: 27.68Min: 30.52 / Avg: 30.97 / Max: 31.63Min: 27.44 / Avg: 27.63 / Max: 27.74Min: 27.1 / Avg: 27.46 / Max: 27.83Min: 30.49 / Avg: 30.83 / Max: 31.12Min: 30.83 / Avg: 31.02 / Max: 31.311. (CXX) g++ options: -lsnappy -lpthread

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Seek RandomUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing816243240SE +/- 0.20, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.27, N = 3SE +/- 0.13, N = 334.1535.8633.9832.8036.0135.18-O3-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lsqlite3-O3-O3-O31. (CXX) g++ options: -lsnappy -lpthread
OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Seek RandomUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing816243240Min: 33.75 / Avg: 34.15 / Max: 34.38Min: 35.64 / Avg: 35.86 / Max: 36.16Min: 33.92 / Avg: 33.98 / Max: 34.09Min: 32.47 / Avg: 32.8 / Max: 33.03Min: 35.65 / Avg: 36.01 / Max: 36.54Min: 34.92 / Avg: 35.18 / Max: 35.361. (CXX) g++ options: -lsnappy -lpthread

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing on the CPU with the water_GMX50 data. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OS0.35890.71781.07671.43561.7945SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 31.5751.5221.5951.575-O3-O2 -ldl-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ldl-O31. (CXX) g++ options: -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OS246810Min: 1.57 / Avg: 1.58 / Max: 1.58Min: 1.52 / Avg: 1.52 / Max: 1.52Min: 1.59 / Avg: 1.59 / Max: 1.6Min: 1.57 / Avg: 1.58 / Max: 1.581. (CXX) g++ options: -pthread -lrt -lpthread -lm

TensorFlow Lite

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing30K60K90K120K150KSE +/- 20.08, N = 3SE +/- 67.98, N = 3SE +/- 69.22, N = 3SE +/- 21.14, N = 3SE +/- 65.16, N = 3SE +/- 103.51, N = 3127956128302129099127967127067127653
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing20K40K60K80K100KMin: 127917 / Avg: 127956.33 / Max: 127983Min: 128214 / Avg: 128302.33 / Max: 128436Min: 128961 / Avg: 129099.33 / Max: 129173Min: 127937 / Avg: 127967.33 / Max: 128008Min: 126960 / Avg: 127067.33 / Max: 127185Min: 127524 / Avg: 127653.33 / Max: 127858

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing400K800K1200K1600K2000KSE +/- 309.86, N = 3SE +/- 222.29, N = 3SE +/- 399.62, N = 3SE +/- 655.01, N = 3SE +/- 214.89, N = 3SE +/- 177.04, N = 3185720718630171861030185417018513571853957
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing300K600K900K1200K1500KMin: 1856610 / Avg: 1857206.67 / Max: 1857650Min: 1862630 / Avg: 1863016.67 / Max: 1863400Min: 1860530 / Avg: 1861030 / Max: 1861820Min: 1853380 / Avg: 1854170 / Max: 1855470Min: 1851010 / Avg: 1851356.67 / Max: 1851750Min: 1853620 / Avg: 1853956.67 / Max: 1854220

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing30K60K90K120K150KSE +/- 340.53, N = 3SE +/- 195.25, N = 3SE +/- 181.79, N = 3SE +/- 259.29, N = 3SE +/- 23.55, N = 3SE +/- 446.08, N = 3118100117441116724116137116095116962
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing20K40K60K80K100KMin: 117655 / Avg: 118100 / Max: 118769Min: 117053 / Avg: 117441.33 / Max: 117671Min: 116506 / Avg: 116724 / Max: 117085Min: 115774 / Avg: 116136.67 / Max: 116639Min: 116052 / Avg: 116095.33 / Max: 116133Min: 116152 / Avg: 116961.67 / Max: 117691

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing20K40K60K80K100KSE +/- 59.33, N = 3SE +/- 36.06, N = 3SE +/- 83.96, N = 3SE +/- 41.21, N = 3SE +/- 13.01, N = 3SE +/- 56.11, N = 387493.188258.687810.987430.387417.087225.1
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing15K30K45K60K75KMin: 87414.6 / Avg: 87493.1 / Max: 87609.4Min: 88214.5 / Avg: 88258.63 / Max: 88330.1Min: 87723.3 / Avg: 87810.93 / Max: 87978.8Min: 87349.3 / Avg: 87430.3 / Max: 87484Min: 87401.8 / Avg: 87417 / Max: 87442.9Min: 87119.3 / Avg: 87225.1 / Max: 87310.4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing20K40K60K80K100KSE +/- 67.67, N = 3SE +/- 73.74, N = 3SE +/- 44.75, N = 3SE +/- 19.54, N = 3SE +/- 49.21, N = 3SE +/- 72.75, N = 390286.290878.090284.490079.290081.290155.7
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing16K32K48K64K80KMin: 90181.1 / Avg: 90286.23 / Max: 90412.6Min: 90752.9 / Avg: 90878.03 / Max: 91008.2Min: 90195.2 / Avg: 90284.37 / Max: 90335.6Min: 90045.6 / Avg: 90079.2 / Max: 90113.3Min: 90009.9 / Avg: 90081.2 / Max: 90175.6Min: 90058.3 / Avg: 90155.7 / Max: 90298

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing400K800K1200K1600K2000KSE +/- 425.79, N = 3SE +/- 581.84, N = 3SE +/- 412.81, N = 3SE +/- 229.13, N = 3SE +/- 500.48, N = 3SE +/- 531.17, N = 3164234016500101646353164141016401331641407
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing300K600K900K1200K1500KMin: 1641760 / Avg: 1642340 / Max: 1643170Min: 1649350 / Avg: 1650010 / Max: 1651170Min: 1645550 / Avg: 1646353.33 / Max: 1646920Min: 1641110 / Avg: 1641410 / Max: 1641860Min: 1639400 / Avg: 1640133.33 / Max: 1641090Min: 1640350 / Avg: 1641406.67 / Max: 1642030

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: FastUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1.172.343.514.685.85SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.095.065.054.885.204.901. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: FastUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810Min: 5.07 / Avg: 5.09 / Max: 5.1Min: 5.05 / Avg: 5.06 / Max: 5.07Min: 5.03 / Avg: 5.05 / Max: 5.08Min: 4.85 / Avg: 4.88 / Max: 4.93Min: 5.19 / Avg: 5.2 / Max: 5.22Min: 4.88 / Avg: 4.9 / Max: 4.911. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 37.016.956.866.687.126.791. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215Min: 6.99 / Avg: 7.01 / Max: 7.03Min: 6.94 / Avg: 6.95 / Max: 6.95Min: 6.85 / Avg: 6.86 / Max: 6.86Min: 6.67 / Avg: 6.68 / Max: 6.7Min: 7.09 / Avg: 7.12 / Max: 7.16Min: 6.77 / Avg: 6.79 / Max: 6.831. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing48121620SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 317.9317.7617.6517.4518.0117.781. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing510152025Min: 17.91 / Avg: 17.93 / Max: 17.95Min: 17.75 / Avg: 17.76 / Max: 17.76Min: 17.64 / Avg: 17.65 / Max: 17.66Min: 17.44 / Avg: 17.45 / Max: 17.46Min: 17.99 / Avg: 18.01 / Max: 18.03Min: 17.74 / Avg: 17.78 / Max: 17.861. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing306090120150SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3141.12141.38140.76139.85141.39140.781. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing306090120150Min: 141.08 / Avg: 141.12 / Max: 141.16Min: 141.37 / Avg: 141.38 / Max: 141.39Min: 140.7 / Avg: 140.76 / Max: 140.79Min: 139.8 / Avg: 139.85 / Max: 139.9Min: 141.28 / Avg: 141.39 / Max: 141.55Min: 140.74 / Avg: 140.78 / Max: 140.81. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Basis Universal

Basis Universal is a GPU texture codoec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1224364860SE +/- 0.42, N = 3SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.66, N = 3SE +/- 0.21, N = 3SE +/- 0.14, N = 345.9754.6443.4445.3345.4144.31-O3-O2-O3-O3-O3-O31. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1122334455Min: 45.22 / Avg: 45.97 / Max: 46.67Min: 54.46 / Avg: 54.64 / Max: 54.97Min: 43.37 / Avg: 43.44 / Max: 43.5Min: 44.06 / Avg: 45.33 / Max: 46.25Min: 45.11 / Avg: 45.41 / Max: 45.82Min: 44.13 / Avg: 44.31 / Max: 44.591. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 0Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.008, N = 3SE +/- 0.036, N = 3SE +/- 0.043, N = 3SE +/- 0.026, N = 37.0627.6646.4696.6647.0896.883-O3-O2-O3-O3-O3-O31. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 0Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215Min: 7.06 / Avg: 7.06 / Max: 7.07Min: 7.66 / Avg: 7.66 / Max: 7.67Min: 6.45 / Avg: 6.47 / Max: 6.48Min: 6.62 / Avg: 6.66 / Max: 6.73Min: 7.01 / Avg: 7.09 / Max: 7.15Min: 6.84 / Avg: 6.88 / Max: 6.931. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing510152025SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 320.8722.5720.2320.7220.6320.42-O3-O2-O3-O3-O3-O31. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing510152025Min: 20.82 / Avg: 20.87 / Max: 20.89Min: 22.57 / Avg: 22.57 / Max: 22.57Min: 20.21 / Avg: 20.23 / Max: 20.26Min: 20.66 / Avg: 20.72 / Max: 20.83Min: 20.61 / Avg: 20.63 / Max: 20.65Min: 20.34 / Avg: 20.42 / Max: 20.511. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing918273645SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 336.4439.0336.7635.4836.0836.88-O3-O2-O3-O3-O3-O31. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing816243240Min: 36.39 / Avg: 36.44 / Max: 36.49Min: 39 / Avg: 39.03 / Max: 39.04Min: 36.74 / Avg: 36.76 / Max: 36.8Min: 35.44 / Avg: 35.48 / Max: 35.53Min: 36.02 / Avg: 36.08 / Max: 36.11Min: 36.85 / Avg: 36.88 / Max: 36.941. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2 + RDO Post-ProcessingUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing2004006008001000SE +/- 0.19, N = 3SE +/- 0.29, N = 3SE +/- 1.11, N = 3SE +/- 0.28, N = 3SE +/- 0.17, N = 3SE +/- 0.43, N = 3652.15801.56665.18642.51647.72635.59-O3-O2-O3-O3-O3-O31. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2 + RDO Post-ProcessingUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing140280420560700Min: 651.78 / Avg: 652.15 / Max: 652.4Min: 801 / Avg: 801.56 / Max: 801.92Min: 662.98 / Avg: 665.18 / Max: 666.54Min: 642.19 / Avg: 642.51 / Max: 643.07Min: 647.39 / Avg: 647.72 / Max: 647.93Min: 635.1 / Avg: 635.59 / Max: 636.451. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -rdynamic -lm -lpthread

SQLite Speedtest

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1428425670SE +/- 0.00, N = 3SE +/- 0.21, N = 3SE +/- 0.12, N = 3SE +/- 0.54, N = 3SE +/- 0.32, N = 3SE +/- 0.20, N = 355.5060.3552.6761.8155.3953.81-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O2-O21. (CC) gcc options: -ldl -lz -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1224364860Min: 55.5 / Avg: 55.5 / Max: 55.5Min: 60.03 / Avg: 60.35 / Max: 60.75Min: 52.44 / Avg: 52.67 / Max: 52.81Min: 60.88 / Avg: 61.81 / Max: 62.73Min: 55.01 / Avg: 55.39 / Max: 56.03Min: 53.61 / Avg: 53.81 / Max: 54.211. (CC) gcc options: -ldl -lz -lpthread

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: CPU-onlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing246810SE +/- 0.022, N = 3SE +/- 0.011, N = 3SE +/- 0.014, N = 3SE +/- 0.017, N = 3SE +/- 0.013, N = 38.3538.4638.2208.3518.447
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: CPU-onlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing3691215Min: 8.31 / Avg: 8.35 / Max: 8.39Min: 8.44 / Avg: 8.46 / Max: 8.48Min: 8.2 / Avg: 8.22 / Max: 8.25Min: 8.32 / Avg: 8.35 / Max: 8.37Min: 8.43 / Avg: 8.45 / Max: 8.47

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: CPU-onlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing0.73731.47462.21192.94923.6865SE +/- 0.013, N = 3SE +/- 0.005, N = 3SE +/- 0.000, N = 3SE +/- 0.018, N = 3SE +/- 0.007, N = 33.2723.2772.9053.2573.060
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: CPU-onlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing246810Min: 3.25 / Avg: 3.27 / Max: 3.3Min: 3.27 / Avg: 3.28 / Max: 3.29Min: 2.9 / Avg: 2.9 / Max: 2.91Min: 3.24 / Avg: 3.26 / Max: 3.29Min: 3.05 / Avg: 3.06 / Max: 3.07

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: CPU-onlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing0.03170.06340.09510.12680.1585SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.000, N = 30.1280.1300.1250.1320.141
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: CPU-onlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing12345Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.12 / Avg: 0.12 / Max: 0.13Min: 0.13 / Avg: 0.13 / Max: 0.14Min: 0.14 / Avg: 0.14 / Max: 0.14

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: CPU-onlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing0.70761.41522.12282.83043.538SE +/- 0.006, N = 3SE +/- 0.008, N = 3SE +/- 0.007, N = 3SE +/- 0.001, N = 3SE +/- 0.005, N = 32.6792.6892.7632.9783.145
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: CPU-onlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing246810Min: 2.67 / Avg: 2.68 / Max: 2.69Min: 2.68 / Avg: 2.69 / Max: 2.7Min: 2.76 / Avg: 2.76 / Max: 2.78Min: 2.98 / Avg: 2.98 / Max: 2.98Min: 3.14 / Avg: 3.15 / Max: 3.15

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing816243240SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 335.3234.9333.8636.9034.92
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing816243240Min: 35.29 / Avg: 35.32 / Max: 35.36Min: 34.92 / Avg: 34.93 / Max: 34.95Min: 33.79 / Avg: 33.86 / Max: 33.99Min: 36.84 / Avg: 36.9 / Max: 36.96Min: 34.79 / Avg: 34.92 / Max: 35.08

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing714212835SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 328.7227.8327.3429.6728.35
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing714212835Min: 28.66 / Avg: 28.72 / Max: 28.77Min: 27.8 / Avg: 27.83 / Max: 27.85Min: 27.32 / Avg: 27.34 / Max: 27.36Min: 29.58 / Avg: 29.67 / Max: 29.77Min: 28.24 / Avg: 28.35 / Max: 28.47

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing1326395265SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 355.0255.0844.8856.2754.27
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing1122334455Min: 54.7 / Avg: 55.02 / Max: 55.37Min: 54.9 / Avg: 55.08 / Max: 55.29Min: 44.78 / Avg: 44.88 / Max: 44.96Min: 56.24 / Avg: 56.27 / Max: 56.3Min: 54.13 / Avg: 54.27 / Max: 54.35

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing1224364860SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 352.0550.4446.5151.9251.49
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing1020304050Min: 51.98 / Avg: 52.05 / Max: 52.18Min: 50.36 / Avg: 50.44 / Max: 50.55Min: 46.48 / Avg: 46.51 / Max: 46.52Min: 51.86 / Avg: 51.92 / Max: 51.96Min: 51.44 / Avg: 51.49 / Max: 51.53

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing918273645SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 337.7737.6035.5039.9537.33
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing816243240Min: 37.67 / Avg: 37.77 / Max: 37.92Min: 37.57 / Avg: 37.59 / Max: 37.64Min: 35.48 / Avg: 35.5 / Max: 35.52Min: 39.83 / Avg: 39.95 / Max: 40.08Min: 37.26 / Avg: 37.33 / Max: 37.4

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing1530456075SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 349.7650.6751.0254.0865.311. 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.5. Debian Testing: RawTherapee, version 5.8, command line.
OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing1326395265Min: 49.74 / Avg: 49.76 / Max: 49.78Min: 50.58 / Avg: 50.67 / Max: 50.73Min: 50.88 / Avg: 51.02 / Max: 51.09Min: 54.04 / Avg: 54.08 / Max: 54.15Min: 65.26 / Avg: 65.31 / Max: 65.341. 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.5. Debian Testing: RawTherapee, version 5.8, command line.

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 200Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Debian Testing20K40K60K80K100KSE +/- 47.95, N = 3SE +/- 463.52, N = 3SE +/- 23.71, N = 3SE +/- 95.15, N = 386807876025614583832-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_hl-O3 -lsz -lz -ldl -lm1. (CXX) g++ options: -fPIC -rdynamic -lglog -lgflags -lprotobuf -lpthread -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 200Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Debian Testing15K30K45K60K75KMin: 86712 / Avg: 86807.33 / Max: 86864Min: 86852 / Avg: 87602.33 / Max: 88449Min: 56103 / Avg: 56145.33 / Max: 56185Min: 83709 / Avg: 83831.67 / Max: 840191. (CXX) g++ options: -fPIC -rdynamic -lglog -lgflags -lprotobuf -lpthread -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 200Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Debian Testing50K100K150K200K250KSE +/- 106.25, N = 3SE +/- 509.79, N = 3SE +/- 137.72, N = 3SE +/- 124.71, N = 3230542191306140366222543-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_hl-O3 -lsz -lz -ldl -lm1. (CXX) g++ options: -fPIC -rdynamic -lglog -lgflags -lprotobuf -lpthread -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 200Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Debian Testing40K80K120K160K200KMin: 230360 / Avg: 230542.33 / Max: 230728Min: 190578 / Avg: 191305.67 / Max: 192288Min: 140130 / Avg: 140366.33 / Max: 140607Min: 222298 / Avg: 222542.67 / Max: 2227071. (CXX) g++ options: -fPIC -rdynamic -lglog -lgflags -lprotobuf -lpthread -llmdb -lopenblas

Mobile Neural Network

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810SE +/- 0.085, N = 9SE +/- 0.074, N = 3SE +/- 0.074, N = 15SE +/- 0.025, N = 3SE +/- 0.143, N = 12SE +/- 0.075, N = 38.6548.5537.4298.0448.4637.899MIN: 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: 8.8MIN: 7.1 / MAX: 9.4MIN: 7.52 / MAX: 9.081. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215Min: 8.19 / Avg: 8.65 / Max: 8.95Min: 8.45 / Avg: 8.55 / Max: 8.7Min: 6.94 / Avg: 7.43 / Max: 7.84Min: 8 / Avg: 8.04 / Max: 8.08Min: 7.3 / Avg: 8.46 / Max: 9Min: 7.81 / Avg: 7.9 / Max: 8.051. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1020304050SE +/- 0.69, N = 9SE +/- 2.22, N = 3SE +/- 0.67, N = 15SE +/- 0.26, N = 3SE +/- 1.18, N = 12SE +/- 0.79, N = 345.2441.5334.2740.2642.7638.40MIN: 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: 40.92MIN: 33.81 / MAX: 47.42MIN: 36.25 / MAX: 41.531. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing918273645Min: 41.61 / Avg: 45.24 / Max: 47.16Min: 37.11 / Avg: 41.53 / Max: 44.01Min: 28.79 / Avg: 34.27 / Max: 36.54Min: 39.81 / Avg: 40.26 / Max: 40.72Min: 33.97 / Avg: 42.76 / Max: 47.19Min: 37.06 / Avg: 38.4 / Max: 39.791. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1.16892.33783.50674.67565.8445SE +/- 0.068, N = 9SE +/- 0.138, N = 3SE +/- 0.080, N = 15SE +/- 0.021, N = 3SE +/- 0.115, N = 12SE +/- 0.071, N = 35.1495.1954.4164.9935.1864.702MIN: 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: 5.35MIN: 4.03 / MAX: 5.91MIN: 4.23 / MAX: 5.531. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810Min: 4.68 / Avg: 5.15 / Max: 5.38Min: 4.92 / Avg: 5.2 / Max: 5.34Min: 3.79 / Avg: 4.42 / Max: 4.95Min: 4.96 / Avg: 4.99 / Max: 5.03Min: 4.17 / Avg: 5.19 / Max: 5.59Min: 4.62 / Avg: 4.7 / Max: 4.841. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing816243240SE +/- 0.17, N = 9SE +/- 0.15, N = 3SE +/- 0.21, N = 15SE +/- 0.39, N = 3SE +/- 0.44, N = 12SE +/- 0.17, N = 336.7334.8629.9932.6735.9432.56MIN: 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: 33.64MIN: 33.87 / MAX: 38.3MIN: 31.91 / MAX: 35.931. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing816243240Min: 35.72 / Avg: 36.73 / Max: 37.61Min: 34.61 / Avg: 34.86 / Max: 35.14Min: 28.33 / Avg: 29.99 / Max: 31.15Min: 32.04 / Avg: 32.67 / Max: 33.37Min: 34.21 / Avg: 35.94 / Max: 37.77Min: 32.21 / Avg: 32.56 / Max: 32.761. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS48121620SE +/- 0.06, N = 3SE +/- 0.17, N = 5SE +/- 0.03, N = 3SE +/- 0.17, N = 5SE +/- 0.16, N = 314.1714.0513.1614.2014.44-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: 15.54-O3 - MIN: 14.17 / MAX: 15.261. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS48121620Min: 14.1 / Avg: 14.17 / Max: 14.28Min: 13.63 / Avg: 14.05 / Max: 14.62Min: 13.1 / Avg: 13.16 / Max: 13.19Min: 13.82 / Avg: 14.2 / Max: 14.75Min: 14.28 / Avg: 14.44 / Max: 14.761. (CXX) g++ options: -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS48121620SE +/- 0.16, N = 3SE +/- 0.25, N = 5SE +/- 0.00, N = 3SE +/- 0.08, N = 5SE +/- 0.16, N = 317.1617.4716.4316.2916.76-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: 17.28-O3 - MIN: 16.47 / MAX: 17.641. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS48121620Min: 16.84 / Avg: 17.16 / Max: 17.39Min: 16.89 / Avg: 17.47 / Max: 18.14Min: 16.43 / Avg: 16.43 / Max: 16.44Min: 16.1 / Avg: 16.29 / Max: 16.56Min: 16.6 / Avg: 16.76 / Max: 17.081. (CXX) g++ options: -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS1.2782.5563.8345.1126.39SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 5SE +/- 0.12, N = 35.255.345.325.445.68-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: 5.84-O3 - MIN: 5.36 / MAX: 6.221. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS246810Min: 5.14 / Avg: 5.25 / Max: 5.42Min: 5.28 / Avg: 5.34 / Max: 5.42Min: 5.27 / Avg: 5.32 / Max: 5.35Min: 5.33 / Avg: 5.44 / Max: 5.75Min: 5.46 / Avg: 5.68 / Max: 5.881. (CXX) g++ options: -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS246810SE +/- 0.06, N = 3SE +/- 0.12, N = 5SE +/- 0.09, N = 3SE +/- 0.14, N = 5SE +/- 0.12, N = 37.157.117.197.357.67-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: 8.68-O3 - MIN: 7.34 / MAX: 8.281. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS3691215Min: 7.02 / Avg: 7.15 / Max: 7.22Min: 6.8 / Avg: 7.11 / Max: 7.4Min: 7.07 / Avg: 7.19 / Max: 7.36Min: 7.09 / Avg: 7.35 / Max: 7.86Min: 7.44 / Avg: 7.67 / Max: 7.841. (CXX) g++ options: -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS0.53331.06661.59992.13322.6665SE +/- 0.01, N = 3SE +/- 0.01, N = 5SE +/- 0.02, N = 3SE +/- 0.03, N = 5SE +/- 0.04, N = 32.122.142.182.282.37-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: 2.47-O3 - MIN: 2.26 / MAX: 2.841. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS246810Min: 2.11 / Avg: 2.12 / Max: 2.13Min: 2.12 / Avg: 2.14 / Max: 2.16Min: 2.14 / Avg: 2.18 / Max: 2.22Min: 2.23 / Avg: 2.28 / Max: 2.41Min: 2.32 / Avg: 2.37 / Max: 2.461. (CXX) g++ options: -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS48121620SE +/- 0.45, N = 3SE +/- 0.35, N = 5SE +/- 0.04, N = 3SE +/- 0.35, N = 5SE +/- 0.09, N = 314.0614.2013.6113.9615.35-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: 16.65-O3 - MIN: 15.08 / MAX: 15.981. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS48121620Min: 13.59 / Avg: 14.06 / Max: 14.96Min: 13.56 / Avg: 14.2 / Max: 15.14Min: 13.54 / Avg: 13.61 / Max: 13.65Min: 13.44 / Avg: 13.96 / Max: 15.32Min: 15.18 / Avg: 15.35 / Max: 15.471. (CXX) g++ options: -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS1020304050SE +/- 0.02, N = 3SE +/- 0.25, N = 5SE +/- 0.07, N = 3SE +/- 0.33, N = 5SE +/- 0.18, N = 341.2640.1540.8841.6641.48-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: 45.07-O3 - MIN: 41 / MAX: 42.921. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS918273645Min: 41.23 / Avg: 41.26 / Max: 41.28Min: 39.56 / Avg: 40.15 / Max: 40.96Min: 40.81 / Avg: 40.88 / Max: 41.02Min: 41.01 / Avg: 41.66 / Max: 42.69Min: 41.11 / Avg: 41.48 / Max: 41.71. (CXX) g++ options: -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS3691215SE +/- 0.02, N = 3SE +/- 0.32, N = 5SE +/- 0.03, N = 3SE +/- 0.28, N = 5SE +/- 0.40, N = 312.0111.3211.3211.8811.65-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: 13.11-O3 - MIN: 10.8 / MAX: 13.161. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS3691215Min: 11.98 / Avg: 12.01 / Max: 12.03Min: 10.8 / Avg: 11.32 / Max: 12.11Min: 11.27 / Avg: 11.32 / Max: 11.38Min: 11.58 / Avg: 11.88 / Max: 12.98Min: 10.86 / Avg: 11.65 / Max: 12.081. (CXX) g++ options: -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS3691215SE +/- 0.01, N = 3SE +/- 0.13, N = 5SE +/- 0.07, N = 3SE +/- 0.16, N = 5SE +/- 0.19, N = 310.9310.769.9210.0610.93-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: 10.97-O3 - MIN: 10.5 / MAX: 13.241. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS3691215Min: 10.92 / Avg: 10.93 / Max: 10.94Min: 10.27 / Avg: 10.76 / Max: 10.95Min: 9.79 / Avg: 9.92 / Max: 10.01Min: 9.77 / Avg: 10.06 / Max: 10.49Min: 10.55 / Avg: 10.93 / Max: 11.151. (CXX) g++ options: -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS510152025SE +/- 0.01, N = 3SE +/- 0.31, N = 5SE +/- 0.09, N = 3SE +/- 0.43, N = 5SE +/- 0.03, N = 321.7921.5321.1322.2922.10-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: 23.98-O3 - MIN: 21.88 / MAX: 22.721. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS510152025Min: 21.77 / Avg: 21.79 / Max: 21.81Min: 20.29 / Avg: 21.53 / Max: 21.88Min: 20.96 / Avg: 21.13 / Max: 21.22Min: 21.18 / Avg: 22.29 / Max: 23.08Min: 22.05 / Avg: 22.1 / Max: 22.161. (CXX) g++ options: -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS612182430SE +/- 0.14, N = 3SE +/- 0.03, N = 5SE +/- 0.02, N = 3SE +/- 0.09, N = 5SE +/- 0.15, N = 324.8625.7123.1824.0024.06-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: 34.2-O3 - MIN: 23.37 / MAX: 25.151. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS612182430Min: 24.69 / Avg: 24.86 / Max: 25.13Min: 25.64 / Avg: 25.71 / Max: 25.83Min: 23.14 / Avg: 23.18 / Max: 23.22Min: 23.75 / Avg: 24 / Max: 24.31Min: 23.77 / Avg: 24.06 / Max: 24.231. (CXX) g++ options: -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS1.23752.4753.71254.956.1875SE +/- 0.05, N = 2SE +/- 0.05, N = 5SE +/- 0.10, N = 3SE +/- 0.09, N = 5SE +/- 0.01, N = 35.075.115.145.505.15-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: 6.5-O3 - MIN: 5.06 / MAX: 5.511. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS246810Min: 5.02 / Avg: 5.07 / Max: 5.11Min: 4.94 / Avg: 5.11 / Max: 5.24Min: 4.93 / Avg: 5.14 / Max: 5.24Min: 5.16 / Avg: 5.5 / Max: 5.67Min: 5.13 / Avg: 5.15 / Max: 5.181. (CXX) g++ options: -rdynamic -lgomp -lpthread

TNN

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS70140210280350SE +/- 0.27, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.29, N = 3SE +/- 0.61, N = 3297.20286.64276.90288.61306.99-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: 301.68-O3 - MIN: 305.3 / MAX: 314.971. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS60120180240300Min: 296.87 / Avg: 297.2 / Max: 297.73Min: 286.59 / Avg: 286.64 / Max: 286.72Min: 276.8 / Avg: 276.9 / Max: 277Min: 288.07 / Avg: 288.61 / Max: 289.06Min: 306.22 / Avg: 306.99 / Max: 308.21. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS60120180240300SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 3.12, N = 3SE +/- 0.22, N = 3281.03279.36275.72282.46280.97-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: 297.8-O3 - MIN: 280.22 / MAX: 287.391. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OS50100150200250Min: 280.98 / Avg: 281.03 / Max: 281.1Min: 279.17 / Avg: 279.36 / Max: 279.49Min: 275.64 / Avg: 275.72 / Max: 275.87Min: 279.15 / Avg: 282.46 / Max: 288.69Min: 280.71 / Avg: 280.97 / Max: 281.41. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing714212835SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.21, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 326.4629.7929.7626.3525.30
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing714212835Min: 26.39 / Avg: 26.46 / Max: 26.58Min: 29.49 / Avg: 29.79 / Max: 30.08Min: 29.34 / Avg: 29.76 / Max: 29.97Min: 26.05 / Avg: 26.35 / Max: 26.52Min: 25.18 / Avg: 25.3 / Max: 25.39

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing612182430SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.08, N = 3SE +/- 0.27, N = 5SE +/- 0.09, N = 322.3124.8524.3720.8421.72
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing612182430Min: 22.13 / Avg: 22.31 / Max: 22.41Min: 24.49 / Avg: 24.85 / Max: 25.29Min: 24.25 / Avg: 24.37 / Max: 24.52Min: 20.32 / Avg: 20.84 / Max: 21.56Min: 21.61 / Avg: 21.72 / Max: 21.91

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing2004006008001000SE +/- 1.65, N = 3SE +/- 3.02, N = 3SE +/- 4.35, N = 3SE +/- 2.82, N = 3SE +/- 2.42, N = 3787.51770.73795.38780.12789.43
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing140280420560700Min: 784.26 / Avg: 787.51 / Max: 789.64Min: 765.73 / Avg: 770.73 / Max: 776.17Min: 787.6 / Avg: 795.38 / Max: 802.63Min: 777.16 / Avg: 780.12 / Max: 785.76Min: 785.91 / Avg: 789.43 / Max: 794.08

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing48121620SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 313.2213.9013.3510.4314.05
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing48121620Min: 13.12 / Avg: 13.22 / Max: 13.34Min: 13.75 / Avg: 13.9 / Max: 14Min: 13.22 / Avg: 13.35 / Max: 13.51Min: 10.35 / Avg: 10.43 / Max: 10.49Min: 13.97 / Avg: 14.05 / Max: 14.09

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 35.566.286.085.255.98
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215Min: 5.53 / Avg: 5.56 / Max: 5.62Min: 6.27 / Avg: 6.28 / Max: 6.31Min: 6.05 / Avg: 6.08 / Max: 6.1Min: 5.22 / Avg: 5.25 / Max: 5.29Min: 5.92 / Avg: 5.98 / Max: 6.02

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing0.83931.67862.51793.35724.1965SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.653.733.552.483.30
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810Min: 2.64 / Avg: 2.65 / Max: 2.65Min: 3.7 / Avg: 3.73 / Max: 3.76Min: 3.54 / Avg: 3.55 / Max: 3.56Min: 2.47 / Avg: 2.48 / Max: 2.5Min: 3.28 / Avg: 3.3 / Max: 3.31

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 36.626.736.344.857.20
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: CPUUbuntu 20.10 20200929Clear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing3691215Min: 6.6 / Avg: 6.62 / Max: 6.64Min: 6.71 / Avg: 6.73 / Max: 6.76Min: 6.33 / Avg: 6.34 / Max: 6.36Min: 4.81 / Avg: 4.85 / Max: 4.89Min: 7.19 / Avg: 7.2 / Max: 7.21

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random FillUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing400K800K1200K1600K2000KSE +/- 16959.02, N = 6SE +/- 6254.49, N = 3SE +/- 3895.19, N = 3SE +/- 9525.38, N = 3SE +/- 16869.68, N = 314337991636579150911516642691460863-O21. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random FillUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing300K600K900K1200K1500KMin: 1401384 / Avg: 1433799.17 / Max: 1503051Min: 1625885 / Avg: 1636578.67 / Max: 1647546Min: 1501325 / Avg: 1509115 / Max: 1513076Min: 1650594 / Avg: 1664268.67 / Max: 1682593Min: 1427204 / Avg: 1460863 / Max: 14797081. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random ReadUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing20M40M60M80M100MSE +/- 116666.65, N = 3SE +/- 87613.91, N = 3SE +/- 27355.59, N = 3SE +/- 60581.87, N = 3SE +/- 169286.16, N = 399244113101652315101535961104469440101887345-O21. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random ReadUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing20M40M60M80M100MMin: 99114924 / Avg: 99244113 / Max: 99476981Min: 101479523 / Avg: 101652314.67 / Max: 101763927Min: 101481315 / Avg: 101535961 / Max: 101565596Min: 104350449 / Avg: 104469439.67 / Max: 104548719Min: 101600530 / Avg: 101887345.33 / Max: 1021865611. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Sequential FillUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing400K800K1200K1600K2000KSE +/- 7849.59, N = 3SE +/- 20906.40, N = 3SE +/- 10674.35, N = 3SE +/- 17806.25, N = 3SE +/- 1203.92, N = 315678631802984166436118396081573832-O21. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Sequential FillUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing300K600K900K1200K1500KMin: 1556058 / Avg: 1567862.67 / Max: 1582728Min: 1764671 / Avg: 1802983.67 / Max: 1836643Min: 1644581 / Avg: 1664361.33 / Max: 1681207Min: 1811152 / Avg: 1839608 / Max: 1872380Min: 1571461 / Avg: 1573831.67 / Max: 15753821. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Read While WritingUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing900K1800K2700K3600K4500KSE +/- 31411.63, N = 3SE +/- 7677.96, N = 3SE +/- 4720.39, N = 3SE +/- 35906.41, N = 15SE +/- 14030.73, N = 342191053970179383151741602564420890-O21. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Read While WritingUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780Endeavour OSDebian Testing800K1600K2400K3200K4000KMin: 4187459 / Avg: 4219105.33 / Max: 4281928Min: 3956807 / Avg: 3970179 / Max: 3983403Min: 3826639 / Avg: 3831517 / Max: 3840956Min: 4047582 / Avg: 4160255.6 / Max: 4508695Min: 4401295 / Avg: 4420889.67 / Max: 44480831. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing20406080100SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.33, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 393.5293.4991.7392.2392.9291.50
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing20406080100Min: 93.24 / Avg: 93.52 / Max: 93.71Min: 93.38 / Avg: 93.49 / Max: 93.57Min: 91.28 / Avg: 91.73 / Max: 92.38Min: 92.05 / Avg: 92.23 / Max: 92.52Min: 92.82 / Avg: 92.92 / Max: 93.05Min: 91.28 / Avg: 91.5 / Max: 91.61

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing60120180240300SE +/- 0.51, N = 3SE +/- 0.17, N = 3SE +/- 0.88, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.62, N = 3283.47284.29280.87280.85282.21280.02
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing50100150200250Min: 282.51 / Avg: 283.47 / Max: 284.25Min: 283.98 / Avg: 284.29 / Max: 284.57Min: 279.11 / Avg: 280.87 / Max: 281.89Min: 280.57 / Avg: 280.85 / Max: 281.11Min: 282.06 / Avg: 282.21 / Max: 282.38Min: 279.11 / Avg: 280.02 / Max: 281.2

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing306090120150SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3127.11128.06124.78124.62127.38124.87
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing20406080100Min: 126.98 / Avg: 127.11 / Max: 127.18Min: 127.93 / Avg: 128.06 / Max: 128.17Min: 124.7 / Avg: 124.78 / Max: 124.91Min: 124.31 / Avg: 124.62 / Max: 124.91Min: 127.24 / Avg: 127.38 / Max: 127.46Min: 124.8 / Avg: 124.87 / Max: 124.94

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing90180270360450SE +/- 0.41, N = 3SE +/- 0.40, N = 3SE +/- 0.32, N = 3SE +/- 0.58, N = 3SE +/- 0.57, N = 3SE +/- 0.67, N = 3389.49392.30380.51379.86389.88378.19
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing70140210280350Min: 388.91 / Avg: 389.49 / Max: 390.29Min: 391.57 / Avg: 392.3 / Max: 392.95Min: 380.13 / Avg: 380.51 / Max: 381.15Min: 379.1 / Avg: 379.86 / Max: 380.99Min: 389.15 / Avg: 389.88 / Max: 391.01Min: 377.26 / Avg: 378.19 / Max: 379.49

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing70140210280350SE +/- 0.28, N = 3SE +/- 0.35, N = 3SE +/- 1.16, N = 3SE +/- 0.49, N = 3SE +/- 0.39, N = 3SE +/- 0.36, N = 3311.57313.83303.52303.07311.50304.00
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: CPU-OnlyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing60120180240300Min: 311.15 / Avg: 311.57 / Max: 312.09Min: 313.28 / Avg: 313.83 / Max: 314.47Min: 302.27 / Avg: 303.52 / Max: 305.83Min: 302.18 / Avg: 303.07 / Max: 303.87Min: 310.8 / Avg: 311.5 / Max: 312.16Min: 303.29 / Avg: 304 / Max: 304.47

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing2004006008001000SE +/- 1.00, N = 3SE +/- 1.53, N = 3SE +/- 1.67, N = 3SE +/- 11.68, N = 391410568541081920933
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing2004006008001000Min: 913 / Avg: 914 / Max: 916Min: 851 / Avg: 854 / Max: 856Min: 918 / Avg: 919.67 / Max: 923Min: 920 / Avg: 932.67 / Max: 956

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing50100150200250SE +/- 0.33, N = 3SE +/- 1.67, N = 3SE +/- 0.33, N = 3205229198246210205
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing4080120160200Min: 246 / Avg: 246.33 / Max: 247Min: 208 / Avg: 209.67 / Max: 213Min: 204 / Avg: 204.67 / Max: 205

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing70140210280350SE +/- 0.33, N = 3SE +/- 0.88, N = 3278292255311274274
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing60120180240300Min: 273 / Avg: 273.67 / Max: 274Min: 273 / Avg: 274.33 / Max: 276

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing306090120150SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.27, N = 388.7105.087.6117.089.588.1
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing20406080100Min: 88.6 / Avg: 88.7 / Max: 88.8Min: 87.5 / Avg: 87.6 / Max: 87.7Min: 89.3 / Avg: 89.5 / Max: 89.8Min: 87.7 / Avg: 88.07 / Max: 88.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing306090120150SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 393.7106.090.2114.094.892.8
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing20406080100Min: 93.6 / Avg: 93.67 / Max: 93.8Min: 90.2 / Avg: 90.23 / Max: 90.3Min: 94.6 / Avg: 94.83 / Max: 95.1Min: 92.7 / Avg: 92.8 / Max: 92.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing306090120150SE +/- 0.06, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3107.0126.094.0145.0106.0103.0
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing306090120150Min: 93.9 / Avg: 94 / Max: 94.1Min: 144 / Avg: 144.67 / Max: 146Min: 105 / Avg: 105.67 / Max: 107

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing48121620SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 314.615.113.716.314.714.7
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing48121620Min: 14.5 / Avg: 14.57 / Max: 14.6Min: 15.1 / Avg: 15.1 / Max: 15.1Min: 13.6 / Avg: 13.67 / Max: 13.7Min: 16.3 / Avg: 16.33 / Max: 16.4Min: 14.6 / Avg: 14.67 / Max: 14.7Min: 14.7 / Avg: 14.7 / Max: 14.7

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing120240360480600SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3389458380536399383
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing90180270360450Min: 389 / Avg: 389.33 / Max: 390Min: 536 / Avg: 536.33 / Max: 537Min: 398 / Avg: 399 / Max: 400Min: 383 / Avg: 383.33 / Max: 384

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing612182430SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 322.022.521.925.724.122.2
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing612182430Min: 21.9 / Avg: 22.03 / Max: 22.2Min: 22.5 / Avg: 22.5 / Max: 22.5Min: 21.8 / Avg: 21.93 / Max: 22.1Min: 25.6 / Avg: 25.67 / Max: 25.7Min: 23.9 / Avg: 24.07 / Max: 24.3Min: 22 / Avg: 22.2 / Max: 22.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing306090120150SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 388.6104.088.4114.089.490.8
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing20406080100Min: 88.5 / Avg: 88.6 / Max: 88.7Min: 88.4 / Avg: 88.43 / Max: 88.5Min: 89.3 / Avg: 89.4 / Max: 89.5Min: 90.7 / Avg: 90.83 / Max: 91.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing4080120160200135153134166136136

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing48121620SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.23, N = 12SE +/- 0.12, N = 3SE +/- 0.09, N = 312.109.777.1814.9011.8011.30
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing48121620Min: 12 / Avg: 12.13 / Max: 12.2Min: 9.64 / Avg: 9.77 / Max: 9.84Min: 7.17 / Avg: 7.18 / Max: 7.2Min: 12.9 / Avg: 14.87 / Max: 15.7Min: 11.6 / Avg: 11.77 / Max: 12Min: 11.2 / Avg: 11.33 / Max: 11.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1122334455SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 338.544.938.349.939.738.6
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1020304050Min: 38.5 / Avg: 38.53 / Max: 38.6Min: 44.8 / Avg: 44.9 / Max: 45Min: 38.3 / Avg: 38.33 / Max: 38.4Min: 49.9 / Avg: 49.93 / Max: 50Min: 39.5 / Avg: 39.7 / Max: 39.8Min: 38.5 / Avg: 38.63 / Max: 38.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing100200300400500SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 3SE +/- 1.33, N = 3SE +/- 0.58, N = 3349398346446362352
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing80160240320400Min: 349 / Avg: 349.33 / Max: 350Min: 398 / Avg: 398.33 / Max: 399Min: 444 / Avg: 446 / Max: 447Min: 359 / Avg: 361.67 / Max: 363Min: 351 / Avg: 352 / Max: 353

Hierarchical INTegration

This test runs the U.S. Department of Energy's Ames Laboratory Hierarchical INTegration (HINT) benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing100M200M300M400M500MSE +/- 885405.39, N = 3SE +/- 311710.44, N = 3SE +/- 750713.54, N = 3SE +/- 472141.24, N = 3SE +/- 801393.77, N = 3SE +/- 709435.66, N = 3455254464.97454854722.63455035663.30458498603.13454224548.77458614791.63-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -march=native -lm
OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing80M160M240M320M400MMin: 453602751.21 / Avg: 455254464.97 / Max: 456633231.73Min: 454245023.76 / Avg: 454854722.63 / Max: 455272224.89Min: 453675780.68 / Avg: 455035663.3 / Max: 456266741.55Min: 457603302.96 / Avg: 458498603.13 / Max: 459206215.25Min: 452622650.31 / Avg: 454224548.77 / Max: 455071724.54Min: 457207656.63 / Avg: 458614791.63 / Max: 459476077.751. (CC) gcc options: -O3 -march=native -lm

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing50100150200250227.10228.99219.45222.77241.44222.70

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing306090120150121.51122.40119.32120.84122.21120.64

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing306090120150126.62126.47124.76124.75127.66123.70

AI Benchmark Alpha

AI Benchmark Alpha is a Python library for evaluating artificial intelligence (AI) performance on diverse hardware platforms and relies upon the TensorFlow machine learning library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreUbuntu 20.10 20200929Clear Linux 33780Endeavour OSDebian Testing4008001200160020001930203216501870

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreUbuntu 20.10 20200929Clear Linux 33780Endeavour OSDebian Testing300600900120015001548155312301482

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreUbuntu 20.10 20200929Clear Linux 33780Endeavour OSDebian Testing80016002400320040003478358528803352

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. The number of iterations used is 1,000,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing200K400K600K800K1000KSE +/- 1520.41, N = 3SE +/- 582.41, N = 3SE +/- 8801.15, N = 3SE +/- 4500.90, N = 3SE +/- 375.07, N = 3SE +/- 1203.76, N = 3783084775695974508673377798842785120
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing200K400K600K800K1000KMin: 781408 / Avg: 783083.67 / Max: 786119Min: 774995 / Avg: 775694.67 / Max: 776851Min: 956914 / Avg: 974508.33 / Max: 983764Min: 664384 / Avg: 673376.67 / Max: 678224Min: 798437 / Avg: 798841.67 / Max: 799591Min: 782925 / Avg: 785120 / Max: 787074

Git

This test measures the time needed to carry out some sample Git operations on an example, static repository that happens to be a copy of the GNOME GTK tool-kit repository. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1122334455SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 348.6347.2445.2446.5747.6947.501. 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 2.28.05. Endeavour OS: git version 2.28.06. Debian Testing: git version 2.28.0
OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing1020304050Min: 48.51 / Avg: 48.63 / Max: 48.78Min: 47.19 / Avg: 47.24 / Max: 47.27Min: 45.1 / Avg: 45.24 / Max: 45.43Min: 46.4 / Avg: 46.57 / Max: 46.65Min: 47.55 / Avg: 47.69 / Max: 47.89Min: 47.34 / Avg: 47.5 / Max: 47.621. 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 2.28.05. Endeavour OS: git version 2.28.06. Debian Testing: git version 2.28.0

Kripke

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

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing8M16M24M32M40MSE +/- 21100.15, N = 3SE +/- 12013.89, N = 3SE +/- 74000.40, N = 3SE +/- 64733.28, N = 3SE +/- 26878.56, N = 3SE +/- 37192.46, N = 3347071533447567034479753344342803603885034114050-O3-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O3-O3-O31. (CXX) g++ options: -fopenmp
OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Ubuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing6M12M18M24M30MMin: 34672280 / Avg: 34707153.33 / Max: 34745170Min: 34452540 / Avg: 34475670 / Max: 34492870Min: 34353140 / Avg: 34479753.33 / Max: 34609430Min: 34310840 / Avg: 34434280 / Max: 34529810Min: 35994560 / Avg: 36038850 / Max: 36087380Min: 34040360 / Avg: 34114050 / Max: 341596801. (CXX) g++ options: -fopenmp

BRL-CAD

BRL-CAD 7.28.0 is a cross-platform, open-source solid modeling system with built-in benchmark mode. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.30.8VGR Performance MetricUbuntu 20.10 20200929Fedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedEndeavour OSDebian Testing50K100K150K200K250K207515205846211356199874206372209489-lSM -lICE -lXext -luuid-lSM -lICE -lXext-lSM -lICE -lXi -lXext -lXrender -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

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: resizeFedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing3691215SE +/- 0.047, N = 3SE +/- 0.042, N = 3SE +/- 0.042, N = 3SE +/- 0.034, N = 38.0136.46011.70610.329
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: resizeFedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing3691215Min: 7.93 / Avg: 8.01 / Max: 8.09Min: 6.41 / Avg: 6.46 / Max: 6.55Min: 11.64 / Avg: 11.71 / Max: 11.78Min: 10.29 / Avg: 10.33 / Max: 10.4

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: rotateFedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing48121620SE +/- 0.029, N = 3SE +/- 0.003, N = 3SE +/- 0.020, N = 3SE +/- 0.095, N = 312.0989.78614.82013.499
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: rotateFedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing48121620Min: 12.05 / Avg: 12.1 / Max: 12.15Min: 9.78 / Avg: 9.79 / Max: 9.79Min: 14.79 / Avg: 14.82 / Max: 14.86Min: 13.4 / Avg: 13.5 / Max: 13.69

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: auto-levelsFedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing48121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 313.3711.3915.9715.06
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: auto-levelsFedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing48121620Min: 13.31 / Avg: 13.37 / Max: 13.43Min: 11.33 / Avg: 11.39 / Max: 11.43Min: 15.9 / Avg: 15.97 / Max: 16.02Min: 15.03 / Avg: 15.06 / Max: 15.08

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: unsharp-maskFedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing510152025SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 317.0814.2018.7418.11
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.20Test: unsharp-maskFedora Workstation 33 BetaClear Linux 33780openSUSE TumbleweedDebian Testing510152025Min: 17.07 / Avg: 17.08 / Max: 17.1Min: 14.15 / Avg: 14.2 / Max: 14.22Min: 18.53 / Avg: 18.74 / Max: 18.91Min: 18.05 / Avg: 18.11 / Max: 18.19

Mobile Neural Network

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0openSUSE TumbleweedEndeavour OSDebian Testing246810SE +/- 0.018, N = 3SE +/- 0.315, N = 12SE +/- 0.043, N = 37.0437.7016.991MIN: 6.91 / MAX: 7.5MIN: 5.18 / MAX: 8.39MIN: 6.83 / MAX: 7.421. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0openSUSE TumbleweedEndeavour OSDebian Testing3691215Min: 7.01 / Avg: 7.04 / Max: 7.07Min: 5.33 / Avg: 7.7 / Max: 8.29Min: 6.91 / Avg: 6.99 / Max: 7.061. (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

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2openSUSE TumbleweedEndeavour OS246810SE +/- 0.14, N = 5SE +/- 0.17, N = 36.036.26MIN: 5.48 / MAX: 8.74MIN: 5.74 / MAX: 6.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2openSUSE TumbleweedEndeavour OS3691215Min: 5.75 / Avg: 6.03 / Max: 6.55Min: 5.93 / Avg: 6.26 / Max: 6.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3openSUSE TumbleweedEndeavour OS1.23082.46163.69244.92326.154SE +/- 0.10, N = 5SE +/- 0.07, N = 35.355.47MIN: 5.02 / MAX: 6.02MIN: 5.28 / MAX: 5.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3openSUSE TumbleweedEndeavour OS246810Min: 5.19 / Avg: 5.35 / Max: 5.72Min: 5.34 / Avg: 5.47 / Max: 5.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

158 Results Shown

Crypto++
High Performance Conjugate Gradient
CP2K Molecular Dynamics
NAMD
Dolfyn
Algebraic Multi-Grid Benchmark
FFTE
Timed HMMer Search
LAMMPS Molecular Dynamics Simulator:
  20k Atoms
  Rhodopsin Protein
WebP Image Encode:
  Quality 100, Lossless
  Quality 100, Highest Compression
  Quality 100, Lossless, Highest Compression
Java Gradle Build
DaCapo Benchmark:
  H2
  Jython
  Tradesoap
  Tradebeans
Zstd Compression:
  3
  19
Crafty
Node.js Express HTTP Load Test
oneDNN:
  IP Batch 1D - f32 - CPU
  IP Batch All - f32 - CPU
  IP Batch 1D - u8s8f32 - CPU
  IP Batch All - u8s8f32 - CPU
  IP Batch 1D - bf16bf16bf16 - CPU
  IP Batch All - bf16bf16bf16 - CPU
  Convolution Batch Shapes Auto - f32 - CPU
  Deconvolution Batch deconv_1d - f32 - CPU
  Deconvolution Batch deconv_3d - f32 - CPU
  Convolution Batch Shapes Auto - u8s8f32 - CPU
  Deconvolution Batch deconv_1d - u8s8f32 - CPU
  Deconvolution Batch deconv_3d - u8s8f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Convolution Batch Shapes Auto - bf16bf16bf16 - CPU
  Deconvolution Batch deconv_1d - bf16bf16bf16 - CPU
  Deconvolution Batch deconv_3d - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
  Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPU
SVT-AV1:
  Enc Mode 4 - 1080p
  Enc Mode 8 - 1080p
SVT-VP9:
  PSNR/SSIM Optimized - Bosphorus 1080p
  Visual Quality Optimized - Bosphorus 1080p
Intel Open Image Denoise
OpenVKL
Coremark
Himeno Benchmark
asmFish
libavif avifenc:
  0
  2
  8
  10
Timed Linux Kernel Compilation
Timed PHP Compilation
DeepSpeech
OpenSSL
libjpeg-turbo tjbench
LevelDB:
  Hot Read
  Rand Read
  Seek Rand
GROMACS
TensorFlow Lite:
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
ASTC Encoder:
  Fast
  Medium
  Thorough
  Exhaustive
Basis Universal:
  ETC1S
  UASTC Level 0
  UASTC Level 2
  UASTC Level 3
  UASTC Level 2 + RDO Post-Processing
SQLite Speedtest
Darktable:
  Boat - CPU-only
  Masskrug - CPU-only
  Server Rack - CPU-only
  Server Room - CPU-only
GEGL:
  Antialias
  Tile Glass
  Wavelet Blur
  Color Enhance
  Rotate 90 Degrees
RawTherapee
Caffe:
  AlexNet - CPU - 200
  GoogleNet - CPU - 200
Mobile Neural Network:
  SqueezeNetV1.0
  resnet-v2-50
  MobileNetV2_224
  inception-v3
NCNN:
  CPU - squeezenet
  CPU - mobilenet
  CPU - mnasnet
  CPU - efficientnet-b0
  CPU - blazeface
  CPU - googlenet
  CPU - vgg16
  CPU - resnet18
  CPU - alexnet
  CPU - resnet50
  CPU - yolov4-tiny
  CPU - shufflenet-v2
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v1.1
PlaidML:
  No - Inference - VGG16 - CPU
  No - Inference - VGG19 - CPU
  No - Inference - IMDB LSTM - CPU
  No - Inference - Mobilenet - CPU
  No - Inference - ResNet 50 - CPU
  No - Inference - DenseNet 201 - CPU
  No - Inference - Inception V3 - CPU
Facebook RocksDB:
  Rand Fill
  Rand Read
  Seq Fill
  Read While Writing
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Barbershop - CPU-Only
  Pabellon Barcelona - CPU-Only
PyBench
PyPerformance:
  go
  2to3
  chaos
  float
  nbody
  pathlib
  raytrace
  json_loads
  crypto_pyaes
  regex_compile
  python_startup
  django_template
  pickle_pure_python
Hierarchical INTegration
Appleseed:
  Emily
  Disney Material
  Material Tester
AI Benchmark Alpha:
  Device Inference Score
  Device Training Score
  Device AI Score
PHPBench
Git
Kripke
BRL-CAD
GIMP:
  resize
  rotate
  auto-levels
  unsharp-mask
Mobile Neural Network
NCNN:
  CPU-v2-v2 - mobilenet-v2
  CPU-v3-v3 - mobilenet-v3