AMD Ryzen 9 3900XT - Ubuntu 19.10 vs. Ubuntu 21.10

AMD Ryzen 9 3900XT Zen 2 comparison after two years of Ubuntu Linux... Benchmarks for a future article on Phoronix by Michael Larabel.

HTML result view exported from: https://openbenchmarking.org/result/2110109-TJ-UBUNTUZEN05&sor.

AMD Ryzen 9 3900XT - Ubuntu 19.10 vs. Ubuntu 21.10ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionUbuntu 19.10Ubuntu 21.10AMD Ryzen 9 3900XT 12-Core @ 3.80GHz (12 Cores / 24 Threads)MSI MEG X570 GODLIKE (MS-7C34) v1.0 (1.B3 BIOS)AMD Starship/Matisse16GB500GB Seagate FireCuda 520 SSD ZP500GM30002AMD Radeon RX 56/64 8GB (1630/945MHz)AMD Vega 10 HDMI AudioASUS MG28URealtek Device 2600 + Realtek Device 3000 + Intel Device 2723Ubuntu 19.105.3.0-18-generic (x86_64)GNOME Shell 3.34.1X Server 1.20.54.5 Mesa 19.2.1 (LLVM 9.0.0)1.1.107GCC 9.2.1 20191008ext43840x2160500GB Seagate FireCuda 520 SSD ZP500GM30002 + 0GB Ultra LuxeAMD Radeon RX 56/64 (1630/945MHz)Realtek Device 2600 + Realtek Killer E3000 2.5GbE + Intel Wi-Fi 6 AX200Ubuntu 21.105.13.0-16-generic (x86_64)GNOME Shell 40.5X Server + Wayland1.2.182GCC 11.2.0OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- Ubuntu 19.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,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 - Ubuntu 21.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Ubuntu 19.10: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x8701021- Ubuntu 21.10: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8701021Graphics Details- Ubuntu 19.10: GLAMOR - BAR1 / Visible vRAM Size: 256 MBJava Details- Ubuntu 19.10: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)- Ubuntu 21.10: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)Python Details- Ubuntu 19.10: Python 3.7.5- Ubuntu 21.10: Python 3.9.7Security Details- Ubuntu 19.10: l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling - Ubuntu 21.10: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

AMD Ryzen 9 3900XT - Ubuntu 19.10 vs. Ubuntu 21.10etlegacy: 1920 x 1080etlegacy: 3840 x 2160tesseract: 1920 x 1080tesseract: 3840 x 2160xonotic: 3840 x 2160 - Highxonotic: 3840 x 2160 - Ultraxonotic: 3840 x 2160 - Ultimateyquake2: OpenGL 1.x - 1920 x 1080yquake2: OpenGL 1.x - 3840 x 2160yquake2: OpenGL 3.x - 1920 x 1080yquake2: OpenGL 3.x - 3840 x 2160npb: CG.Cnpb: LU.Cnpb: MG.Cnpb: SP.Bnpb: SP.Ccloverleaf: Lagrangian-Eulerian Hydrodynamicsnamd: ATPase Simulation - 327,506 Atomsrenaissance: Scala Dottycompress-lz4: 3 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedjpegxl: PNG - 5jpegxl: PNG - 8aom-av1: Speed 6 Realtime - Bosphorus 4Kaom-av1: Speed 9 Realtime - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 1080psvt-hevc: 1 - Bosphorus 1080psvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pvpxenc: Speed 5 - Bosphorus 4Kvpxenc: Speed 5 - Bosphorus 1080px265: Bosphorus 4Kx265: Bosphorus 1080pmt-dgemm: Sustained Floating-Point Ratestockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthbuild-ffmpeg: Time To Compilecompress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9encode-flac: WAV To FLACtachyon: Total Timesynthmark: VoiceMark_100openssl: SHA256openssl: RSA4096openssl: RSA4096gromacs: MPI CPU - water_GMX50_baremnn: mobilenetV3mnn: squeezenetv1.1mnn: resnet-v2-50mnn: SqueezeNetV1.0mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3ncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mindigobench: CPU - Bedroomindigobench: CPU - Supercarrocksdb: Rand Fillrocksdb: Rand Readblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlypybench: Total For Average Test Timespyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: pathlibpyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonappleseed: Emilyappleseed: Disney Materialappleseed: Material Testerphpbench: PHP Benchmark Suiteselenium: ARES-6 - Firefoxselenium: StyleBench - Firefoxselenium: Jetstream 2 - Firefoxselenium: Speedometer - Firefoxselenium: PSPDFKit WASM - Firefoxgit: Time To Complete Common Git Commandsbrl-cad: VGR Performance Metricv-ray: CPUUbuntu 19.10Ubuntu 21.10454.5444.0428.5102318.1735435.6840882381.7336497293.3164160753.3644.7908.9916.86995.2724905.4713431.148909.785261.57134.381.49809805.660.8810543.31282.63806.137.53323.246.700.8915.4349.391.64818.4335.22764.67511.71151.57278.29206.4513.8226.6519.5861.584.186831392643313978793638.79625.42713.94060.1184670.474179254074703551.9229876.31.1312.9364.82534.5126.8034.5865.49531.65016.005.204.585.064.636.862.1116.5359.8216.3712.5926.4926.2018.8311.9011.846.397.924.507.3215.791.9016.1738.906.4210.3617.4520.2112.789.352.8826.14497371872184348105.07303.0692122328610316.716211.949.8422260.63497156.85189158.00832669617348.1287.9102.254102.1307845.78919089814415539.1508.1797.3294340.6871467.7881184403.4132669304.1514878941.0867.3981.9987.57075.5525245.5813425.588914.815298.41133.721.49551706.760.9410593.81312.14066.437.23507.249.070.916.5348.591.66917.5085.22364.65711.59158.83290.05206.0614.5731.7419.2460.924.434919387888823994774337.26925.79413.22559.8075811.395170365765683554.4230097.11.1282.5324.60033.7936.5784.2745.41231.10715.644.894.274.934.376.422.0715.8759.9615.8512.3025.6125.0717.8910.788.142.903.742.523.049.091.595.739.542.354.026.1611.135.174.542.8816.18297752768886640105.76303.2289022128098.515.31516.3141.1393260.550744158.820565157.15241375798440.2810593.589158309744.16118923614297OpenBenchmarking.org

ET: Legacy

Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.78Resolution: 1920 x 1080Ubuntu 21.10Ubuntu 19.10120240360480600SE +/- 3.81, N = 15SE +/- 5.72, N = 3539.1454.5

ET: Legacy

Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.78Resolution: 3840 x 2160Ubuntu 21.10Ubuntu 19.10110220330440550SE +/- 2.59, N = 3SE +/- 5.26, N = 3508.1444.0

Tesseract

Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1080Ubuntu 21.10Ubuntu 19.102004006008001000SE +/- 9.89, N = 4SE +/- 3.53, N = 3797.33428.51

Tesseract

Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 3840 x 2160Ubuntu 21.10Ubuntu 19.1070140210280350SE +/- 4.17, N = 4SE +/- 3.82, N = 3340.69318.17

Xonotic

Resolution: 3840 x 2160 - Effects Quality: High

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: HighUbuntu 21.10Ubuntu 19.10100200300400500SE +/- 2.73, N = 3SE +/- 2.52, N = 3467.79435.68MIN: 185 / MAX: 744MIN: 240 / MAX: 715

Xonotic

Resolution: 3840 x 2160 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltraUbuntu 21.10Ubuntu 19.1090180270360450SE +/- 2.81, N = 3SE +/- 2.19, N = 3403.41381.73MIN: 207 / MAX: 635MIN: 216 / MAX: 616

Xonotic

Resolution: 3840 x 2160 - Effects Quality: Ultimate

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltimateUbuntu 21.10Ubuntu 19.1070140210280350SE +/- 0.50, N = 3SE +/- 1.04, N = 3304.15293.32MIN: 53 / MAX: 531MIN: 53 / MAX: 513

yquake2

Renderer: OpenGL 1.x - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 8.0Renderer: OpenGL 1.x - Resolution: 1920 x 1080Ubuntu 21.10Ubuntu 19.102004006008001000SE +/- 3.27, N = 3SE +/- 3.60, N = 3941.0753.31. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

yquake2

Renderer: OpenGL 1.x - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 8.0Renderer: OpenGL 1.x - Resolution: 3840 x 2160Ubuntu 21.10Ubuntu 19.102004006008001000SE +/- 3.10, N = 3SE +/- 1.71, N = 3867.3644.71. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

yquake2

Renderer: OpenGL 3.x - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 8.0Renderer: OpenGL 3.x - Resolution: 1920 x 1080Ubuntu 21.10Ubuntu 19.102004006008001000SE +/- 1.03, N = 3SE +/- 1.77, N = 3981.9908.91. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

yquake2

Renderer: OpenGL 3.x - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 8.0Renderer: OpenGL 3.x - Resolution: 3840 x 2160Ubuntu 21.10Ubuntu 19.102004006008001000SE +/- 1.53, N = 3SE +/- 0.47, N = 3987.5916.81. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

NAS Parallel Benchmarks

Test / Class: CG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CUbuntu 21.10Ubuntu 19.1015003000450060007500SE +/- 14.77, N = 3SE +/- 21.33, N = 37075.556995.27-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.10: Open MPI 4.1.03. Ubuntu 19.10: Open MPI 3.1.3

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CUbuntu 21.10Ubuntu 19.105K10K15K20K25KSE +/- 6.18, N = 3SE +/- 12.98, N = 325245.5824905.47-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.10: Open MPI 4.1.03. Ubuntu 19.10: Open MPI 3.1.3

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CUbuntu 19.10Ubuntu 21.103K6K9K12K15KSE +/- 7.22, N = 3SE +/- 3.19, N = 313431.1413425.58-pthread-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 19.10: Open MPI 3.1.33. Ubuntu 21.10: Open MPI 4.1.0

NAS Parallel Benchmarks

Test / Class: SP.B

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BUbuntu 21.10Ubuntu 19.102K4K6K8K10KSE +/- 35.42, N = 3SE +/- 12.31, N = 38914.818909.78-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.10: Open MPI 4.1.03. Ubuntu 19.10: Open MPI 3.1.3

NAS Parallel Benchmarks

Test / Class: SP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CUbuntu 21.10Ubuntu 19.1011002200330044005500SE +/- 26.57, N = 3SE +/- 0.89, N = 35298.415261.57-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.10: Open MPI 4.1.03. Ubuntu 19.10: Open MPI 3.1.3

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsUbuntu 21.10Ubuntu 19.10306090120150SE +/- 0.08, N = 3SE +/- 0.12, N = 3133.72134.381. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.10Ubuntu 19.100.33710.67421.01131.34841.6855SE +/- 0.00185, N = 3SE +/- 0.00235, N = 31.495511.49809

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Scala DottyUbuntu 21.10Ubuntu 19.102004006008001000SE +/- 6.40, N = 3SE +/- 5.99, N = 3706.7805.6MIN: 587.36 / MAX: 1274.41MIN: 592.99 / MAX: 1336.15

LZ4 Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedUbuntu 21.10Ubuntu 19.101428425670SE +/- 0.51, N = 15SE +/- 0.48, N = 360.9460.881. (CC) gcc options: -O3

LZ4 Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedUbuntu 21.10Ubuntu 19.102K4K6K8K10KSE +/- 25.62, N = 15SE +/- 16.81, N = 310593.810543.31. (CC) gcc options: -O3

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Compression SpeedUbuntu 21.10Ubuntu 19.1030060090012001500SE +/- 13.32, N = 3SE +/- 11.64, N = 151312.11282.61. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Decompression SpeedUbuntu 21.10Ubuntu 19.109001800270036004500SE +/- 3.56, N = 3SE +/- 8.17, N = 154066.43806.11. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression SpeedUbuntu 19.10Ubuntu 21.10918273645SE +/- 0.25, N = 3SE +/- 0.09, N = 337.537.21. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression SpeedUbuntu 21.10Ubuntu 19.108001600240032004000SE +/- 34.79, N = 3SE +/- 32.67, N = 33507.23323.21. (CC) gcc options: -O3 -pthread -lz

JPEG XL libjxl

Input: PNG - Encode Speed: 5

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: PNG - Encode Speed: 5Ubuntu 21.10Ubuntu 19.101122334455SE +/- 0.04, N = 3SE +/- 0.12, N = 349.0746.70-fPIE -pie-lbrotlidec -lbrotlicommon -lbrotlienc -pthread1. (CXX) g++ options: -funwind-tables -O3 -O2

JPEG XL libjxl

Input: PNG - Encode Speed: 8

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: PNG - Encode Speed: 8Ubuntu 21.10Ubuntu 19.100.20250.4050.60750.811.0125SE +/- 0.00, N = 3SE +/- 0.01, N = 30.900.89-fPIE -pie-lbrotlidec -lbrotlicommon -lbrotlienc -pthread1. (CXX) g++ options: -funwind-tables -O3 -O2

AOM AV1

Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4KUbuntu 21.10Ubuntu 19.1048121620SE +/- 0.08, N = 3SE +/- 0.07, N = 316.5315.43-lpthread1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

AOM AV1

Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KUbuntu 19.10Ubuntu 21.101122334455SE +/- 0.20, N = 3SE +/- 0.11, N = 349.3948.59-lpthread1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 4 - Input: Bosphorus 4KUbuntu 21.10Ubuntu 19.100.37550.7511.12651.5021.8775SE +/- 0.006, N = 3SE +/- 0.002, N = 31.6691.6481. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 19.10Ubuntu 21.10510152025SE +/- 0.07, N = 3SE +/- 0.08, N = 318.4317.511. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 4 - Input: Bosphorus 1080pUbuntu 19.10Ubuntu 21.101.17612.35223.52834.70445.8805SE +/- 0.004, N = 3SE +/- 0.019, N = 35.2275.2231. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 1080pUbuntu 19.10Ubuntu 21.101428425670SE +/- 0.20, N = 3SE +/- 0.31, N = 364.6864.661. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-HEVC

Tuning: 1 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pUbuntu 19.10Ubuntu 21.103691215SE +/- 0.02, N = 3SE +/- 0.01, N = 311.7111.591. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pUbuntu 21.10Ubuntu 19.104080120160200SE +/- 0.06, N = 3SE +/- 0.48, N = 3158.83151.571. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pUbuntu 21.10Ubuntu 19.1060120180240300SE +/- 0.54, N = 3SE +/- 0.08, N = 3290.05278.291. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 19.10Ubuntu 21.1050100150200250SE +/- 0.44, N = 3SE +/- 0.17, N = 3206.45206.061. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

VP9 libvpx Encoding

Speed: Speed 5 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KUbuntu 21.10Ubuntu 19.1048121620SE +/- 0.13, N = 15SE +/- 0.11, N = 314.5713.821. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

VP9 libvpx Encoding

Speed: Speed 5 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 1080pUbuntu 21.10Ubuntu 19.10714212835SE +/- 0.12, N = 3SE +/- 0.17, N = 331.7426.651. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KUbuntu 19.10Ubuntu 21.10510152025SE +/- 0.14, N = 3SE +/- 0.03, N = 319.5819.241. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

x265

Video Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pUbuntu 19.10Ubuntu 21.101428425670SE +/- 0.16, N = 3SE +/- 0.46, N = 361.5860.921. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateUbuntu 21.10Ubuntu 19.100.99791.99582.99373.99164.9895SE +/- 0.054020, N = 3SE +/- 0.036921, N = 154.4349194.1868311. (CC) gcc options: -O3 -march=native -fopenmp

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeUbuntu 19.10Ubuntu 21.108M16M24M32M40MSE +/- 344358.26, N = 3SE +/- 395256.04, N = 339264331387888821. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -msse4.1 -mssse3 -msse2 -flto -flto=jobserver

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthUbuntu 21.10Ubuntu 19.109M18M27M36M45MSE +/- 268748.21, N = 3SE +/- 286086.06, N = 33994774339787936

Timed FFmpeg Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.4Time To CompileUbuntu 21.10Ubuntu 19.10918273645SE +/- 0.08, N = 3SE +/- 0.15, N = 337.2738.80

XZ Compression

Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9

OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9Ubuntu 19.10Ubuntu 21.10612182430SE +/- 0.08, N = 3SE +/- 0.13, N = 325.4325.79-pthread1. (CC) gcc options: -fvisibility=hidden -O2

FLAC Audio Encoding

WAV To FLAC

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.3WAV To FLACUbuntu 21.10Ubuntu 19.1048121620SE +/- 0.07, N = 5SE +/- 0.04, N = 513.2313.941. (CXX) g++ options: -fvisibility=hidden -logg -lm

Tachyon

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeUbuntu 21.10Ubuntu 19.101326395265SE +/- 0.11, N = 3SE +/- 0.11, N = 359.8160.121. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

Google SynthMark

Test: VoiceMark_100

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Ubuntu 21.10Ubuntu 19.102004006008001000SE +/- 10.31, N = 3SE +/- 2.13, N = 3811.40670.471. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256Ubuntu 19.10Ubuntu 21.104000M8000M12000M16000M20000MSE +/- 100553740.62, N = 3SE +/- 181854215.96, N = 517925407470170365765681. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10Ubuntu 19.108001600240032004000SE +/- 3.20, N = 3SE +/- 3.71, N = 33554.43551.91. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10Ubuntu 19.1050K100K150K200K250KSE +/- 36.62, N = 3SE +/- 63.36, N = 3230097.1229876.31. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 19.10Ubuntu 21.100.25450.5090.76351.0181.2725SE +/- 0.002, N = 3SE +/- 0.001, N = 31.1311.128-pthread1. (CXX) g++ options: -O3

Mobile Neural Network

Model: mobilenetV3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3Ubuntu 21.10Ubuntu 19.100.66061.32121.98182.64243.303SE +/- 0.024, N = 3SE +/- 0.004, N = 32.5322.936MIN: 2.45 / MAX: 11.6MIN: 2.89 / MAX: 5.541. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: squeezenetv1.1

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1Ubuntu 21.10Ubuntu 19.101.08562.17123.25684.34245.428SE +/- 0.037, N = 3SE +/- 0.006, N = 34.6004.825MIN: 4.48 / MAX: 5.17MIN: 4.75 / MAX: 16.011. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50Ubuntu 21.10Ubuntu 19.10816243240SE +/- 0.15, N = 3SE +/- 0.22, N = 333.7934.51MIN: 32.65 / MAX: 42.76MIN: 33.61 / MAX: 47.011. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0Ubuntu 21.10Ubuntu 19.10246810SE +/- 0.037, N = 3SE +/- 0.016, N = 36.5786.803MIN: 6.43 / MAX: 8.61MIN: 6.73 / MAX: 17.711. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224Ubuntu 21.10Ubuntu 19.101.03192.06383.09574.12765.1595SE +/- 0.036, N = 3SE +/- 0.006, N = 34.2744.586MIN: 4.18 / MAX: 4.74MIN: 4.54 / MAX: 5.171. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0Ubuntu 21.10Ubuntu 19.101.23642.47283.70924.94566.182SE +/- 0.040, N = 3SE +/- 0.021, N = 35.4125.495MIN: 5.26 / MAX: 5.88MIN: 5.35 / MAX: 16.331. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v3Ubuntu 21.10Ubuntu 19.10714212835SE +/- 0.26, N = 3SE +/- 0.08, N = 331.1131.65MIN: 30.19 / MAX: 41.74MIN: 31.15 / MAX: 43.971. (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

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenetUbuntu 21.10Ubuntu 19.1048121620SE +/- 0.02, N = 3SE +/- 0.04, N = 315.6416.00MIN: 15.24 / MAX: 16.38-pthread - MIN: 15.62 / MAX: 27.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v2Ubuntu 21.10Ubuntu 19.101.172.343.514.685.85SE +/- 0.01, N = 3SE +/- 0.03, N = 34.895.20MIN: 4.8 / MAX: 5.45-pthread - MIN: 5.04 / MAX: 6.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v3Ubuntu 21.10Ubuntu 19.101.03052.0613.09154.1225.1525SE +/- 0.01, N = 3SE +/- 0.02, N = 34.274.58MIN: 4.2 / MAX: 4.76-pthread - MIN: 4.48 / MAX: 14.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v2Ubuntu 21.10Ubuntu 19.101.13852.2773.41554.5545.6925SE +/- 0.02, N = 3SE +/- 0.02, N = 34.935.06MIN: 4.83 / MAX: 5.34-pthread - MIN: 4.97 / MAX: 6.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnetUbuntu 21.10Ubuntu 19.101.04182.08363.12544.16725.209SE +/- 0.01, N = 3SE +/- 0.00, N = 34.374.63MIN: 4.3 / MAX: 4.83-pthread - MIN: 4.56 / MAX: 5.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0Ubuntu 21.10Ubuntu 19.10246810SE +/- 0.02, N = 3SE +/- 0.02, N = 36.426.86MIN: 6.34 / MAX: 6.97-pthread - MIN: 6.76 / MAX: 7.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazefaceUbuntu 21.10Ubuntu 19.100.47480.94961.42441.89922.374SE +/- 0.01, N = 3SE +/- 0.02, N = 32.072.11MIN: 2.03 / MAX: 2.2-pthread - MIN: 2.05 / MAX: 4.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenetUbuntu 21.10Ubuntu 19.1048121620SE +/- 0.07, N = 3SE +/- 0.13, N = 315.8716.53MIN: 15.31 / MAX: 16.66-pthread - MIN: 15.9 / MAX: 18.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16Ubuntu 19.10Ubuntu 21.101326395265SE +/- 0.19, N = 3SE +/- 0.13, N = 359.8259.96-pthread - MIN: 58.72 / MAX: 72.25MIN: 59.16 / MAX: 90.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18Ubuntu 21.10Ubuntu 19.1048121620SE +/- 0.01, N = 3SE +/- 0.10, N = 315.8516.37MIN: 15.71 / MAX: 24.26-pthread - MIN: 16.09 / MAX: 16.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnetUbuntu 21.10Ubuntu 19.103691215SE +/- 0.08, N = 3SE +/- 0.07, N = 312.3012.59MIN: 12.03 / MAX: 12.64-pthread - MIN: 12.35 / MAX: 22.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50Ubuntu 21.10Ubuntu 19.10612182430SE +/- 0.00, N = 3SE +/- 0.14, N = 325.6126.49MIN: 25.47 / MAX: 26.12-pthread - MIN: 26.02 / MAX: 35.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tinyUbuntu 21.10Ubuntu 19.10612182430SE +/- 0.03, N = 3SE +/- 0.40, N = 325.0726.20MIN: 24.83 / MAX: 28.07-pthread - MIN: 25.57 / MAX: 35.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdUbuntu 21.10Ubuntu 19.10510152025SE +/- 0.02, N = 3SE +/- 0.09, N = 317.8918.83MIN: 17.47 / MAX: 18.44-pthread - MIN: 18.28 / MAX: 23.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400mUbuntu 21.10Ubuntu 19.103691215SE +/- 0.02, N = 3SE +/- 0.06, N = 310.7811.90MIN: 10.67 / MAX: 11.01-pthread - MIN: 11.67 / MAX: 21.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenetUbuntu 21.10Ubuntu 19.103691215SE +/- 0.07, N = 3SE +/- 0.00, N = 38.1411.84MIN: 7.94 / MAX: 15.8-pthread - MIN: 10.48 / MAX: 24.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Ubuntu 21.10Ubuntu 19.10246810SE +/- 0.00, N = 3SE +/- 0.01, N = 32.906.39MIN: 2.81 / MAX: 3.83-pthread - MIN: 6.3 / MAX: 11.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Ubuntu 21.10Ubuntu 19.10246810SE +/- 0.00, N = 3SE +/- 0.06, N = 33.747.92MIN: 3.66 / MAX: 4.91-pthread - MIN: 7.59 / MAX: 19.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: shufflenet-v2Ubuntu 21.10Ubuntu 19.101.01252.0253.03754.055.0625SE +/- 0.00, N = 3SE +/- 0.01, N = 32.524.50MIN: 2.34 / MAX: 3.4-pthread - MIN: 4.43 / MAX: 9.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnetUbuntu 21.10Ubuntu 19.10246810SE +/- 0.00, N = 3SE +/- 0.08, N = 33.047.32MIN: 2.96 / MAX: 4.04-pthread - MIN: 6.89 / MAX: 18.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b0Ubuntu 21.10Ubuntu 19.1048121620SE +/- 0.02, N = 3SE +/- 0.09, N = 39.0915.79MIN: 8.94 / MAX: 13.81-pthread - MIN: 15.18 / MAX: 30.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazefaceUbuntu 21.10Ubuntu 19.100.42750.8551.28251.712.1375SE +/- 0.01, N = 3SE +/- 0.03, N = 31.591.90MIN: 1.5 / MAX: 2.81-pthread - MIN: 1.67 / MAX: 2.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenetUbuntu 21.10Ubuntu 19.1048121620SE +/- 0.00, N = 3SE +/- 0.07, N = 35.7316.17MIN: 5.69 / MAX: 9.56-pthread - MIN: 15.65 / MAX: 31.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg16Ubuntu 21.10Ubuntu 19.10918273645SE +/- 0.01, N = 3SE +/- 0.03, N = 39.5438.90MIN: 9.44 / MAX: 14.46-pthread - MIN: 37.85 / MAX: 53.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet18Ubuntu 21.10Ubuntu 19.10246810SE +/- 0.01, N = 3SE +/- 0.04, N = 22.356.42MIN: 2.18 / MAX: 3.23-pthread - MIN: 6.31 / MAX: 11.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnetUbuntu 21.10Ubuntu 19.103691215SE +/- 0.00, N = 3SE +/- 0.02, N = 34.0210.36MIN: 3.93 / MAX: 6.17-pthread - MIN: 10.02 / MAX: 16.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet50Ubuntu 21.10Ubuntu 19.1048121620SE +/- 0.01, N = 3SE +/- 0.03, N = 36.1617.45MIN: 6.11 / MAX: 10.12-pthread - MIN: 17.15 / MAX: 281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tinyUbuntu 21.10Ubuntu 19.10510152025SE +/- 0.01, N = 3SE +/- 0.12, N = 311.1320.21MIN: 11 / MAX: 11.56-pthread - MIN: 17.6 / MAX: 34.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssdUbuntu 21.10Ubuntu 19.103691215SE +/- 0.01, N = 3SE +/- 0.12, N = 35.1712.78MIN: 4.92 / MAX: 8.4-pthread - MIN: 11.57 / MAX: 30.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400mUbuntu 21.10Ubuntu 19.103691215SE +/- 0.00, N = 3SE +/- 0.03, N = 34.549.35MIN: 4.49 / MAX: 5.8-pthread - MIN: 8.92 / MAX: 201. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

IndigoBench

Acceleration: CPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomUbuntu 19.10Ubuntu 21.100.64851.2971.94552.5943.2425SE +/- 0.008, N = 3SE +/- 0.005, N = 32.8822.881

IndigoBench

Acceleration: CPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarUbuntu 21.10Ubuntu 19.10246810SE +/- 0.019, N = 3SE +/- 0.005, N = 36.1826.144

Facebook RocksDB

Test: Random Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random FillUbuntu 21.10Ubuntu 19.10200K400K600K800K1000KSE +/- 11917.32, N = 4SE +/- 5626.77, N = 39775279737181. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Facebook RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random ReadUbuntu 19.10Ubuntu 21.1015M30M45M60M75MSE +/- 772623.01, N = 3SE +/- 175480.83, N = 372184348688866401. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 19.10Ubuntu 21.1020406080100SE +/- 0.13, N = 3SE +/- 0.18, N = 3105.07105.76

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyUbuntu 19.10Ubuntu 21.1070140210280350SE +/- 0.37, N = 3SE +/- 0.13, N = 3303.06303.22

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 21.10Ubuntu 19.102004006008001000SE +/- 7.81, N = 3SE +/- 3.18, N = 3890921

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 21.10Ubuntu 19.1050100150200250SE +/- 0.33, N = 3SE +/- 1.53, N = 3221223

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 21.10Ubuntu 19.1060120180240300SE +/- 0.00, N = 3280286

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 21.10Ubuntu 19.1020406080100SE +/- 0.06, N = 3SE +/- 0.88, N = 398.5103.0

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 21.10Ubuntu 19.1048121620SE +/- 0.00, N = 3SE +/- 0.15, N = 315.316.7

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 21.10Ubuntu 19.104080120160200SE +/- 0.00, N = 3151162

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 21.10Ubuntu 19.103691215SE +/- 0.00, N = 3SE +/- 0.00, N = 36.3111.90

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 21.10Ubuntu 19.101122334455SE +/- 0.06, N = 3SE +/- 0.19, N = 341.149.8

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 21.10Ubuntu 19.1090180270360450SE +/- 0.67, N = 3SE +/- 0.58, N = 3393422

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyUbuntu 21.10Ubuntu 19.1060120180240300260.55260.63

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialUbuntu 19.10Ubuntu 21.104080120160200156.85158.82

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 21.10Ubuntu 19.10306090120150157.15158.01

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 21.10Ubuntu 19.10160K320K480K640K800KSE +/- 10095.58, N = 3SE +/- 4761.83, N = 15757984696173

Selenium

Benchmark: ARES-6 - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxUbuntu 21.10Ubuntu 19.101122334455SE +/- 0.26, N = 3SE +/- 0.06, N = 340.2848.121. Ubuntu 21.10: firefox 93.02. Ubuntu 19.10: firefox 69.0.3

Selenium

Benchmark: StyleBench - Browser: Firefox

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxUbuntu 21.10Ubuntu 19.1020406080100SE +/- 0.67, N = 3SE +/- 0.20, N = 3105.087.91. Ubuntu 21.10: firefox 93.02. Ubuntu 19.10: firefox 69.0.3

Selenium

Benchmark: Jetstream 2 - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxUbuntu 19.10Ubuntu 21.1020406080100SE +/- 1.06, N = 5SE +/- 0.33, N = 3102.2593.591. Ubuntu 19.10: firefox 69.0.32. Ubuntu 21.10: firefox 93.0

Selenium

Benchmark: Speedometer - Browser: Firefox

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxUbuntu 21.10Ubuntu 19.10306090120150SE +/- 0.88, N = 3SE +/- 0.64, N = 3158.0102.11. Ubuntu 21.10: firefox 93.02. Ubuntu 19.10: firefox 69.0.3

Selenium

Benchmark: PSPDFKit WASM - Browser: Firefox

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxUbuntu 19.10Ubuntu 21.107001400210028003500SE +/- 21.63, N = 3SE +/- 20.46, N = 3307830971. Ubuntu 19.10: firefox 69.0.32. Ubuntu 21.10: firefox 93.0

Git

Time To Complete Common Git Commands

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsUbuntu 21.10Ubuntu 19.101020304050SE +/- 0.54, N = 3SE +/- 0.09, N = 344.1645.791. Ubuntu 21.10: git version 2.32.02. Ubuntu 19.10: git version 2.20.1

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.32.2VGR Performance MetricUbuntu 19.10Ubuntu 21.1040K80K120K160K200K190898189236-pthread1. (CXX) g++ options: -std=c++11 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -ldl -lm

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 19.10Ubuntu 21.103K6K9K12K15KSE +/- 42.93, N = 3SE +/- 55.21, N = 31441514297

Phoronix Test Suite v10.8.4