AMD EPYC 7003 EO 2021 Linux Comparison

2 x AMD EPYC 75F3 32-Core testing with a ASRockRack ROME2D16-2T (P3.10 BIOS) and ASPEED on AlmaLinux 8.4 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2110221-TJ-2110222TJ57&sro.

AMD EPYC 7003 EO 2021 Linux ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkMonitorOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.42 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads)ASRockRack ROME2D16-2T (P3.10 BIOS)AMD Starship/Matisse16 x 8 GB DDR4-3200MT/s HMA81GR7CJR8N-XN1000GB Western Digital WD_BLACK SN850 1TBASPEEDAMD Starship/Matisse2 x Intel 10G X550TUbuntu 21.105.13.0-20-generic (x86_64)GNOME Shell 40.5X Server1.1.182GCC 11.2.0ext41024x768126GBVE228Clear Linux OS 351505.14.13-1083.native (x86_64)GNOME Shell 41.0X Server 1.20.11GCC 11.2.1 20211015 releases/gcc-11.2.0-353-g6a936be4ad + Clang 11.1.0 + LLVM 11.1.01920x1080CentOS Stream 84.18.0-348.el8.x86_64 (x86_64)GNOME Shell 3.32.2X ServerGCC 8.5.0 20210514xfsAlmaLinux 8.44.18.0-305.el8.x86_64 (x86_64)GCC 8.4.1 20200928OpenBenchmarking.orgKernel Details- Ubuntu 21.10: Transparent Huge Pages: madvise- Clear Linux 35150: Transparent Huge Pages: always- CentOS Stream: Transparent Huge Pages: always- AlmaLinux 8.4: Transparent Huge Pages: alwaysCompiler Details- 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 - Clear Linux 35150: --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=x86-64-v3 --with-gcc-major-version-only --with-glibc-version=2.19 --with-gnu-ld --with-isl --with-ppl=yes --with-tune=skylake-avx512 - CentOS Stream: --build=x86_64-redhat-linux --disable-libmpx --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,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - AlmaLinux 8.4: --build=x86_64-redhat-linux --disable-libmpx --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,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver Processor Details- Ubuntu 21.10: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114- Clear Linux 35150: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114- CentOS Stream: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114- AlmaLinux 8.4: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114Python Details- Ubuntu 21.10: Python 3.9.7- Clear Linux 35150: Python 3.9.7- CentOS Stream: Python 3.6.8- AlmaLinux 8.4: Python 3.6.8Security Details- 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 IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Clear Linux 35150: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected - CentOS Stream: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected - AlmaLinux 8.4: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected Environment Details- Clear Linux 35150: FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -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" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -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 -fvisibility-inlines-hidden -Wl,--enable-new-dtags" FCFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -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 -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" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx""

AMD EPYC 7003 EO 2021 Linux Comparisonwireguard: hpcg: namd: ATPase Simulation - 327,506 Atomsnwchem: C240 Buckyballqe: AUSURF112compress-zstd: 3 - Compression Speedcompress-zstd: 3 - Decompression Speedcompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedgnuradio: Five Back to Back FIR Filtersgnuradio: Signal Source (Cosine)gnuradio: FIR Filtergnuradio: IIR Filtergnuradio: FM Deemphasis Filtergnuradio: Hilbert Transformospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: NASA Streamlines - SciVisospray: Magnetic Reconnection - SciVisaom-av1: Speed 8 Realtime - Bosphorus 4Kaom-av1: Speed 9 Realtime - Bosphorus 4Kaom-av1: Speed 10 Realtime - Bosphorus 4Kembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Ultra Fastsvt-av1: Preset 8 - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080pvpxenc: Speed 5 - Bosphorus 4Kx265: Bosphorus 4Kmt-dgemm: Sustained Floating-Point Rateoidn: RT.hdr_alb_nrm.3840x2160build-godot: Time To Compilebuild-linux-kernel: Time To Compilebuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-nodejs: Time To Compilepovray: Trace Timenumpy: build-wasmer: Time To Compileopenssl: SHA256openssl: RSA4096openssl: RSA4096openssl: openssl: gromacs: MPI CPU - water_GMX50_barepgbench: 100 - 250 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlypgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 250 - Read Writepgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 500 - Read Writepgbench: 100 - 500 - Read Write - Average Latencyastcenc: Thoroughastcenc: Exhaustivegegl: Cropgegl: Scalegegl: Reflectgegl: Color Enhancegegl: Rotate 90 Degreeshugin: Panorama Photo Assistant + Stitching Timeinkscape: SVG Files To PNGocrmypdf: Processing 60 Page PDF Documentoctave-benchmark: rawtherapee: Total Benchmark Timeredis: LPUSH and LPOP: lpopredis: LPUSH and LPOP: lpushredis: GETredis: MIXredis: SETncnn: 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_400mtnn: CPU - DenseNettnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v2tnn: CPU - SqueezeNet v1.1plaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - ResNet 50 - CPUblender: BMW27 - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyonnx: yolov4 - OpenMP CPUonnx: bertsquad-10 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUpybench: Total For Average Test Timespyperformance: gopyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonnginx: Long Connection - 500nginx: Long Connection - 1000nginx: Short Connection - 500nginx: Short Connection - 1000appleseed: Disney Materialappleseed: Material Testerv-ray: CPUoctave-benchmark: plaidml: No - Inference - IMDB LSTM - CPUplaidml: No - Inference - Mobilenet - CPUplaidml: No - Inference - DenseNet 201 - CPUplaidml: No - Inference - NASNer Large - CPUoctave-benchmark: Ubuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4404.99634.82930.304111858.5243.145872.43717.23228.33828.678.13560.1163.73938.4184.44087.238.73628.0739.53737.8790.5708.8881.2438.783.3317.44111.1155.5626.0535.9739.6273.247767.501726.2750.2461.561355.53539.63404.95350.9514.6922.3022.4495261.8043.52219.990115.998172.69280.2538.505437.0343.8989854864288317027.41114763.817090.01104066.27.38917263190.14517191420.291527204.882589008.4925.04769.33357.7706.85827.90249.84036.27545.79111.6046.04049.9371189084.421291673.49309980.80318221.71383801.5559.8632.8431.0725.8532.3438.3613.0153.4936.6329.1013.0167.7840.8458.7967.122842.197302.52062.076251.70033.9830.368.5326.2476.982714481915038529286622098.410915.241420.389.11517.3141.4388170340.65180785.8442141.9535835.8748.475275329.48611864272323.80733.28410.305471811.58081.64224.44832.498.13863.8966.74594918.24758.141.53922.683.3317.24111.1155.5673.261067.362757.0065.9366.847366.03571.97433.62359.6718.8126.0029.4513901.82228.699329.0208.121556.6610321859912017010.41113280.317024.71116179.57.44820536660.12220035530.250545504.643560078.9294.94299.04976.0034.80423.36935.91331.16340.8331358711.351300265.31018405.90895409.93683056.4845.4631.2529.9925.8929.4937.6311.0969.0145.5031.9914.5050.8542.0264.3464.983325.438320.66464.599319.41247.0741.428.3925.7675.1088122198.311113.540921.389.11468.4541.637645.927436333.786072667854.002703.7616.534.641.5925.88940.30533299.4810117.13871.73538.14057.382.13803.8327.34212.2323.74403.814.13893.2629.93293.0803.9679.6743.0442.583.3317.24111.1155.5673.134267.307649.5365.2760.063343.03559.53401.72333.2913.5724.7329.1261521.8219.929113.041160.60076.3957.894480.3837.0138990749837316990.01114116.917076.61107523.87.03720009710.12519225470.260655003.823650897.6834.85429.423129.54229.35429.33729.41429.29124.884812968.83845537.92538355.75499065.63438576.8271.3837.7634.5027.8837.6043.8513.2765.5744.8935.1713.9253.4745.3778.6878.872735.694288.43358.701249.48647.1041.738.1426.0475.961944171604060478399025410611717.551322.994.718010.464.947046.741895334.758156661194.91825.03060.30595288.359979.83584.34059.083.13786.4342.44198.8322.04387.314.33854.7744.43441.3804.4684.9753.0445.083.3317.34111.1155.5672.326667.264149.1665.3757.497335.92500.01375.97311.1613.2027.0320.2530041.4731.954108.082154.69976.1178.279474.7339.8309167179199316983.01112587.016921.71107864.17.33220222850.12419623460.255650753.845612628.1625.53259.308429.27129.22129.21829.21729.21222.874822492.46817561.77521236.96483247.87447109.2058.7248.3336.1427.5135.8843.0913.2555.5743.4624.6715.0363.2746.1980.7277.962651.095302.93762.224257.38646.8640.888.1625.9075.552454171634668436399225110611317.151121.992.717810.165.147247.376638303.120296675724.959OpenBenchmarking.org

WireGuard + Linux Networking Stack Stress Test

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestClear Linux 35150Ubuntu 21.1090180270360450SE +/- 3.95, N = 9SE +/- 5.83, N = 3323.81405.00

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10816243240SE +/- 0.21, N = 3SE +/- 0.62, N = 12SE +/- 0.71, N = 11SE +/- 0.14, N = 325.0325.8933.2834.83-fexceptions -pthread -lmpi_cxx-pthread -lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.100.06880.13760.20640.27520.344SE +/- 0.00050, N = 3SE +/- 0.00024, N = 3SE +/- 0.00017, N = 3SE +/- 0.00022, N = 30.305950.305330.305470.30411

NWChem

Input: C240 Buckyball

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballClear Linux 35150Ubuntu 21.104008001200160020001811.51858.5-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lz1. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lcomex -lm -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

Quantum ESPRESSO

Input: AUSURF112

OpenBenchmarking.orgSeconds, Fewer Is BetterQuantum ESPRESSO 6.8Input: AUSURF112AlmaLinux 8.4CentOS StreamUbuntu 21.1070140210280350SE +/- 0.18, N = 3SE +/- 0.80, N = 3SE +/- 0.28, N = 3288.35299.48243.14-fexceptions -pthread-pthread-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz1. (F9X) gfortran options: -ldevXlib -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -lmpi_usempif08 -lmpi_mpifh -lmpi

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Compression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.102K4K6K8K10KSE +/- 36.98, N = 3SE +/- 60.57, N = 3SE +/- 78.84, N = 3SE +/- 162.04, N = 129979.810117.18081.65872.41. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Decompression SpeedCentOS StreamClear Linux 35150Ubuntu 21.109001800270036004500SE +/- 3.05, N = 2SE +/- 1.35, N = 23871.74224.43717.21. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***3. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1010002000300040005000SE +/- 17.65, N = 3SE +/- 24.96, N = 3SE +/- 35.88, N = 3SE +/- 34.72, N = 153584.33538.14782.83228.31. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedAlmaLinux 8.4CentOS StreamUbuntu 21.109001800270036004500SE +/- 1.87, N = 3SE +/- 8.02, N = 34059.04057.33828.61. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 0.49, N = 3SE +/- 0.40, N = 3SE +/- 0.81, N = 3SE +/- 0.90, N = 383.182.198.178.11. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.108001600240032004000SE +/- 2.73, N = 3SE +/- 7.36, N = 3SE +/- 5.13, N = 3SE +/- 17.07, N = 33786.43803.83863.83560.11. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 3, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Compression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.102004006008001000SE +/- 7.20, N = 12SE +/- 4.00, N = 4SE +/- 2.86, N = 3SE +/- 1.37, N = 3342.4327.3966.7163.71. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 3, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Decompression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1010002000300040005000SE +/- 2.79, N = 12SE +/- 4.77, N = 4SE +/- 38.54, N = 34198.84212.24594.03938.41. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.102004006008001000SE +/- 2.66, N = 15SE +/- 2.34, N = 15SE +/- 11.06, N = 15SE +/- 1.53, N = 3322.0323.7918.2184.41. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1010002000300040005000SE +/- 5.68, N = 15SE +/- 3.67, N = 15SE +/- 3.11, N = 15SE +/- 23.42, N = 34387.34403.84758.14087.21. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10918273645SE +/- 0.20, N = 15SE +/- 0.29, N = 15SE +/- 0.35, N = 3SE +/- 0.48, N = 1514.314.141.538.71. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.108001600240032004000SE +/- 9.77, N = 15SE +/- 10.20, N = 15SE +/- 5.05, N = 3SE +/- 10.26, N = 153854.73893.23922.63628.01. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

GNU Radio

Test: Five Back to Back FIR Filters

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Five Back to Back FIR FiltersAlmaLinux 8.4CentOS StreamUbuntu 21.10160320480640800SE +/- 12.94, N = 9SE +/- 23.40, N = 9SE +/- 2.95, N = 3744.4629.9739.51. AlmaLinux 8.4: 3.8.0.02. CentOS Stream: 3.8.0.03. Ubuntu 21.10: 3.8.2.0

GNU Radio

Test: Signal Source (Cosine)

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Signal Source (Cosine)AlmaLinux 8.4CentOS StreamUbuntu 21.108001600240032004000SE +/- 51.94, N = 9SE +/- 77.18, N = 9SE +/- 17.16, N = 33441.33293.03737.81. AlmaLinux 8.4: 3.8.0.02. CentOS Stream: 3.8.0.03. Ubuntu 21.10: 3.8.2.0

GNU Radio

Test: FIR Filter

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FIR FilterAlmaLinux 8.4CentOS StreamUbuntu 21.102004006008001000SE +/- 6.71, N = 9SE +/- 7.48, N = 9SE +/- 5.06, N = 3804.4803.9790.51. AlmaLinux 8.4: 3.8.0.02. CentOS Stream: 3.8.0.03. Ubuntu 21.10: 3.8.2.0

GNU Radio

Test: IIR Filter

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: IIR FilterAlmaLinux 8.4CentOS StreamUbuntu 21.10150300450600750SE +/- 4.25, N = 9SE +/- 5.22, N = 9SE +/- 0.37, N = 3684.9679.6708.81. AlmaLinux 8.4: 3.8.0.02. CentOS Stream: 3.8.0.03. Ubuntu 21.10: 3.8.2.0

GNU Radio

Test: FM Deemphasis Filter

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FM Deemphasis FilterAlmaLinux 8.4CentOS StreamUbuntu 21.102004006008001000SE +/- 4.91, N = 9SE +/- 4.44, N = 9SE +/- 6.05, N = 3753.0743.0881.21. AlmaLinux 8.4: 3.8.0.02. CentOS Stream: 3.8.0.03. Ubuntu 21.10: 3.8.2.0

GNU Radio

Test: Hilbert Transform

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Hilbert TransformAlmaLinux 8.4CentOS StreamUbuntu 21.10100200300400500SE +/- 2.38, N = 9SE +/- 3.26, N = 9SE +/- 0.99, N = 3445.0442.5438.71. AlmaLinux 8.4: 3.8.0.02. CentOS Stream: 3.8.0.03. Ubuntu 21.10: 3.8.2.0

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 383.3383.3383.3383.33MIN: 43.48 / MAX: 90.91MIN: 47.62 / MAX: 90.91MIN: 62.5 / MAX: 90.91MIN: 66.67 / MAX: 90.91

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1048121620SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 317.3417.2417.2417.44MIN: 12.66 / MAX: 17.54MIN: 12.5 / MAX: 17.54MIN: 14.49 / MAX: 17.54MIN: 14.71 / MAX: 17.54

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3111.11111.11111.11111.11MIN: 34.48 / MAX: 125MIN: 35.71 / MAX: 125MIN: 52.63 / MAX: 125MIN: 45.45 / MAX: 125

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101224364860SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 355.5655.5655.5655.56MIN: 40 / MAX: 58.82MIN: 38.46 / MAX: 58.82MIN: 38.46 / MAX: 58.82MIN: 29.41 / MAX: 58.82

AOM AV1

Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4KUbuntu 21.10612182430SE +/- 0.38, N = 326.051. (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 3.2Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KUbuntu 21.10816243240SE +/- 0.09, N = 335.971. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

AOM AV1

Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4KUbuntu 21.10918273645SE +/- 0.48, N = 339.621. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101632486480SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 372.3373.1373.2673.25MIN: 70.72 / MAX: 75.17MIN: 71.52 / MAX: 75.78MIN: 71.57 / MAX: 75.62MIN: 71.54 / MAX: 75.84

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101530456075SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 367.2667.3167.3667.50MIN: 65.78 / MAX: 69.51MIN: 65.88 / MAX: 69.89MIN: 66.09 / MAX: 69.49MIN: 66.15 / MAX: 69.7

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Very FastAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101326395265SE +/- 0.28, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 349.1649.5357.0026.27-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Ultra FastAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101530456075SE +/- 0.87, N = 3SE +/- 0.54, N = 3SE +/- 0.29, N = 3SE +/- 0.09, N = 365.3765.2765.9350.24-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

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 4KAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101530456075SE +/- 0.46, N = 3SE +/- 0.24, N = 3SE +/- 0.09, N = 3SE +/- 0.27, N = 357.5060.0666.8561.56-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1080160240320400SE +/- 4.09, N = 3SE +/- 2.78, N = 3SE +/- 2.14, N = 3SE +/- 3.71, N = 3335.92343.03366.03355.53-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O2 -O3 -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 1080pAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10120240360480600SE +/- 6.17, N = 3SE +/- 6.45, N = 4SE +/- 5.39, N = 7SE +/- 3.94, N = 3500.01559.53571.97539.63-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O2 -O3 -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 1080pAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1090180270360450SE +/- 4.39, N = 4SE +/- 3.86, N = 15SE +/- 4.96, N = 15SE +/- 5.36, N = 12375.97401.72433.62404.95-O2-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1080160240320400SE +/- 1.33, N = 3SE +/- 2.64, N = 15SE +/- 4.31, N = 4SE +/- 2.47, N = 12311.16333.29359.67350.95-O2-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 4KAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10510152025SE +/- 0.37, N = 15SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.45, N = 1513.2013.5718.8114.69-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake-U_FORTIFY_SOURCE1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10612182430SE +/- 0.34, N = 3SE +/- 0.20, N = 3SE +/- 0.13, N = 3SE +/- 0.23, N = 527.0324.7326.0022.30-O2-O3-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lnuma-O3 -lnuma1. (CXX) g++ options: -rdynamic -lpthread -lrt -ldl

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10714212835SE +/- 0.08, N = 3SE +/- 0.21, N = 15SE +/- 0.42, N = 15SE +/- 0.30, N = 1520.2529.1329.4522.45-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -march=native -fopenmp

Intel Open Image Denoise

Run: RT.hdr_alb_nrm.3840x2160

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.100.40950.8191.22851.6382.0475SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.471.821.821.80

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileUbuntu 21.101020304050SE +/- 0.32, N = 343.52

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.14Time To CompileAlmaLinux 8.4CentOS StreamUbuntu 21.10714212835SE +/- 0.38, N = 4SE +/- 0.16, N = 9SE +/- 0.16, N = 931.9519.9319.99

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1050100150200250SE +/- 1.39, N = 14SE +/- 1.28, N = 4SE +/- 2.02, N = 3SE +/- 0.41, N = 3108.08113.04228.70116.00

Timed LLVM Compilation

Build System: Unix Makefiles

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix MakefilesAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1070140210280350SE +/- 0.47, N = 3SE +/- 0.88, N = 3SE +/- 0.75, N = 3SE +/- 0.08, N = 3154.70160.60329.02172.69

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileAlmaLinux 8.4CentOS StreamUbuntu 21.1020406080100SE +/- 0.29, N = 3SE +/- 0.30, N = 3SE +/- 0.26, N = 376.1276.4080.25

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10246810SE +/- 0.050, N = 3SE +/- 0.012, N = 3SE +/- 0.020, N = 3SE +/- 0.017, N = 38.2797.8948.1218.505-pthread-pthread-fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -R/usr/lib -lSDL -lpthread -lSM -lICE-R/usr/lib -lSDL -lXpm -lSM -lICE -lIlmImf -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -pthread -lIlmThread1. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10120240360480600SE +/- 0.71, N = 3SE +/- 1.60, N = 3SE +/- 0.88, N = 3SE +/- 1.06, N = 3474.73480.38556.66437.03

Timed Wasmer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 1.0.2Time To CompileAlmaLinux 8.4CentOS StreamUbuntu 21.101020304050SE +/- 0.16, N = 3SE +/- 0.22, N = 3SE +/- 0.28, N = 339.8337.0143.901. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1020000M40000M60000M80000M100000MSE +/- 62638981.93, N = 3SE +/- 1160628126.12, N = 3SE +/- 155150645.70, N = 3SE +/- 37689879.19, N = 3916717919938990749837310321859912098548642883-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.104K8K12K16K20KSE +/- 0.46, N = 3SE +/- 13.43, N = 3SE +/- 2.67, N = 3SE +/- 15.36, N = 316983.016990.017010.417027.4-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10200K400K600K800K1000KSE +/- 258.24, N = 3SE +/- 80.23, N = 3SE +/- 161.41, N = 3SE +/- 385.98, N = 31112587.01114116.91113280.31114763.8-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.104K8K12K16K20KSE +/- 105.92, N = 3SE +/- 10.96, N = 3SE +/- 1.19, N = 3SE +/- 13.83, N = 316921.717076.617024.717090.01. AlmaLinux 8.4: OpenSSL 1.1.1g FIPS 21 Apr 20202. CentOS Stream: OpenSSL 1.1.1k FIPS 25 Mar 20213. Clear Linux 35150: OpenSSL 1.1.1l 24 Aug 20214. Ubuntu 21.10: OpenSSL 1.1.1l 24 Aug 2021

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10200K400K600K800K1000KSE +/- 691.47, N = 3SE +/- 1384.47, N = 3SE +/- 113.24, N = 3SE +/- 630.46, N = 31107864.11107523.81116179.51104066.21. AlmaLinux 8.4: OpenSSL 1.1.1g FIPS 21 Apr 20202. CentOS Stream: OpenSSL 1.1.1k FIPS 25 Mar 20213. Clear Linux 35150: OpenSSL 1.1.1l 24 Aug 20214. Ubuntu 21.10: OpenSSL 1.1.1l 24 Aug 2021

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10246810SE +/- 0.012, N = 3SE +/- 0.035, N = 3SE +/- 0.030, N = 3SE +/- 0.029, N = 37.3327.0377.4487.389-O2 -pthread-O3 -pthread-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O31. (CXX) g++ options:

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10400K800K1200K1600K2000KSE +/- 3180.97, N = 3SE +/- 4608.10, N = 3SE +/- 20119.29, N = 3SE +/- 21431.80, N = 32022285200097120536661726319-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.100.03260.06520.09780.13040.163SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 30.1240.1250.1220.145-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 500 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10400K800K1200K1600K2000KSE +/- 6084.64, N = 3SE +/- 5113.94, N = 3SE +/- 7404.19, N = 3SE +/- 5531.30, N = 31962346192254720035531719142-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.100.06550.1310.19650.2620.3275SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2550.2600.2500.291-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1014K28K42K56K70KSE +/- 564.08, N = 12SE +/- 801.81, N = 12SE +/- 2115.46, N = 9SE +/- 2278.47, N = 1265075655005455052720-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101.09852.1973.29554.3945.4925SE +/- 0.033, N = 12SE +/- 0.045, N = 12SE +/- 0.193, N = 9SE +/- 0.298, N = 123.8453.8234.6434.882-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 500 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read WriteAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1014K28K42K56K70KSE +/- 430.72, N = 3SE +/- 427.26, N = 3SE +/- 548.57, N = 3SE +/- 818.76, N = 361262650895600758900-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10246810SE +/- 0.058, N = 3SE +/- 0.050, N = 3SE +/- 0.087, N = 3SE +/- 0.119, N = 38.1627.6838.9298.492-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ThoroughAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101.24482.48963.73444.97926.224SE +/- 0.0305, N = 3SE +/- 0.0074, N = 3SE +/- 0.0128, N = 3SE +/- 0.0063, N = 35.53254.85424.94295.0476-O2-O3-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O31. (CXX) g++ options: -flto -pthread

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustiveAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.103691215SE +/- 0.0020, N = 3SE +/- 0.0435, N = 3SE +/- 0.0320, N = 3SE +/- 0.0011, N = 39.30849.42319.04979.3335-O2-O3-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O31. (CXX) g++ options: -flto -pthread

GEGL

Operation: Crop

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10714212835SE +/- 0.065, N = 3SE +/- 0.122, N = 3SE +/- 0.033, N = 3SE +/- 0.031, N = 329.27129.5426.0037.770

GEGL

Operation: Scale

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10714212835SE +/- 0.022, N = 3SE +/- 0.030, N = 3SE +/- 0.049, N = 3SE +/- 0.044, N = 329.22129.3544.8046.858

GEGL

Operation: Reflect

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10714212835SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 329.2229.3423.3727.90

GEGL

Operation: Color Enhance

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101122334455SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 329.2229.4135.9149.84

GEGL

Operation: Rotate 90 Degrees

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10816243240SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 329.2129.2931.1636.28

Hugin

Panorama Photo Assistant + Stitching Time

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeUbuntu 21.101020304050SE +/- 0.40, N = 345.79

Inkscape

Operation: SVG Files To PNG

OpenBenchmarking.orgSeconds, Fewer Is BetterInkscapeOperation: SVG Files To PNGAlmaLinux 8.4CentOS Stream612182430SE +/- 0.17, N = 3SE +/- 0.26, N = 522.8724.881. Inkscape 0.92.3 (2405546, 2018-03-11)

OCRMyPDF

Processing 60 Page PDF Document

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentUbuntu 21.103691215SE +/- 0.12, N = 311.60

GNU Octave Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 6.2.0Ubuntu 21.10246810SE +/- 0.048, N = 56.040

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeClear Linux 35150Ubuntu 21.101122334455SE +/- 0.09, N = 3SE +/- 0.16, N = 340.8349.941. Clear Linux 35150: RawTherapee, version , command line.2. Ubuntu 21.10: RawTherapee, version 5.8, command line.

Redis Memtier / Redis Benchmark

Test: LPUSH and LPOP: lpop

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpopAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10300K600K900K1200K1500KSE +/- 7734.28, N = 3SE +/- 1389.78, N = 3SE +/- 12884.54, N = 6SE +/- 6262.88, N = 3822492.46812968.831358711.351189084.421. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc84. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3985. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

Redis Memtier / Redis Benchmark

Test: LPUSH and LPOP: lpush

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpushAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10300K600K900K1200K1500KSE +/- 8338.52, N = 6SE +/- 9357.11, N = 3SE +/- 15753.94, N = 3SE +/- 16158.55, N = 14817561.77845537.921300265.301291673.491. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc84. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3985. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

Redis Memtier / Redis Benchmark

Test: GET

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: GETAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10200K400K600K800K1000KSE +/- 3574.93, N = 3SE +/- 4021.65, N = 10SE +/- 9977.44, N = 12SE +/- 3124.18, N = 3521236.96538355.751018405.90309980.801. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc84. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3985. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

Redis Memtier / Redis Benchmark

Test: MIX

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: MIXAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10200K400K600K800K1000KSE +/- 4236.26, N = 11SE +/- 4417.87, N = 3SE +/- 15439.80, N = 9SE +/- 2160.46, N = 3483247.87499065.63895409.93318221.711. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc84. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3985. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

Redis Memtier / Redis Benchmark

Test: SET

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: SETAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10150K300K450K600K750KSE +/- 20060.27, N = 9SE +/- 14596.67, N = 12SE +/- 5047.54, N = 12SE +/- 19493.33, N = 12447109.20438576.82683056.48383801.551. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc84. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3985. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenetAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101632486480SE +/- 9.99, N = 9SE +/- 7.84, N = 9SE +/- 7.31, N = 10SE +/- 4.27, N = 1258.7271.3845.4659.86-O2 -pthread - MIN: 21.88 / MAX: 570.54-O3 -pthread - MIN: 24.43 / MAX: 1511.99-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 22.22 / MAX: 1944.56-O3 - MIN: 22.8 / MAX: 1476.141. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v2AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101122334455SE +/- 5.11, N = 9SE +/- 2.52, N = 9SE +/- 1.53, N = 10SE +/- 0.86, N = 1248.3337.7631.2532.84-O2 -pthread - MIN: 16.96 / MAX: 3308.94-O3 -pthread - MIN: 20.84 / MAX: 1217.23-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 20.45 / MAX: 1053.8-O3 - MIN: 19.78 / MAX: 652.581. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v3AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10816243240SE +/- 2.32, N = 9SE +/- 2.47, N = 9SE +/- 1.53, N = 10SE +/- 0.84, N = 1236.1434.5029.9931.07-O2 -pthread - MIN: 19.19 / MAX: 1365.45-O3 -pthread - MIN: 19.11 / MAX: 1942.12-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 17.85 / MAX: 1892.38-O3 - MIN: 19.42 / MAX: 201.111. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v2AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10714212835SE +/- 2.01, N = 9SE +/- 1.52, N = 9SE +/- 0.52, N = 10SE +/- 1.02, N = 1227.5127.8825.8925.85-O2 -pthread - MIN: 15.75 / MAX: 1136.2-O3 -pthread - MIN: 18.38 / MAX: 135.37-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 21.03 / MAX: 74.8-O3 - MIN: 18.36 / MAX: 987.41. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnetAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10918273645SE +/- 3.19, N = 9SE +/- 3.04, N = 9SE +/- 0.97, N = 10SE +/- 1.08, N = 1235.8837.6029.4932.34-O2 -pthread - MIN: 14.76 / MAX: 1092.66-O3 -pthread - MIN: 19.51 / MAX: 2560.41-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 19.83 / MAX: 182.59-O3 - MIN: 21.61 / MAX: 565.281. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101020304050SE +/- 3.34, N = 9SE +/- 2.45, N = 9SE +/- 0.78, N = 10SE +/- 1.20, N = 1243.0943.8537.6338.36-O2 -pthread - MIN: 23.84 / MAX: 835.04-O3 -pthread - MIN: 25.2 / MAX: 750.27-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 21.58 / MAX: 312.05-O3 - MIN: 26.68 / MAX: 1636.571. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazefaceAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.103691215SE +/- 1.17, N = 9SE +/- 0.77, N = 9SE +/- 0.22, N = 10SE +/- 0.70, N = 1213.2513.2711.0913.01-O2 -pthread - MIN: 8.11 / MAX: 1252.74-O3 -pthread - MIN: 8.5 / MAX: 759.69-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 8.15 / MAX: 15.52-O3 - MIN: 8.6 / MAX: 1097.331. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenetAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101530456075SE +/- 7.42, N = 9SE +/- 5.35, N = 9SE +/- 4.13, N = 10SE +/- 2.35, N = 1255.5765.5769.0153.49-O2 -pthread - MIN: 23.09 / MAX: 2674.55-O3 -pthread - MIN: 25.15 / MAX: 1318.82-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 23.65 / MAX: 2469.52-O3 - MIN: 24.51 / MAX: 2810.721. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101020304050SE +/- 2.08, N = 9SE +/- 1.67, N = 9SE +/- 1.27, N = 10SE +/- 0.67, N = 1243.4644.8945.5036.63-O2 -pthread - MIN: 30.05 / MAX: 1241.32-O3 -pthread - MIN: 33.79 / MAX: 1241.31-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 34.07 / MAX: 603.85-O3 - MIN: 31.48 / MAX: 680.61. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10816243240SE +/- 2.32, N = 9SE +/- 5.38, N = 9SE +/- 2.74, N = 10SE +/- 1.95, N = 1224.6735.1731.9929.10-O2 -pthread - MIN: 16.34 / MAX: 1715.89-O3 -pthread - MIN: 16.78 / MAX: 1484.79-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 14.92 / MAX: 514.42-O3 - MIN: 14.81 / MAX: 1391.061. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnetAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1048121620SE +/- 1.55, N = 9SE +/- 0.80, N = 9SE +/- 0.74, N = 10SE +/- 0.84, N = 1215.0313.9214.5013.01-O2 -pthread - MIN: 7.19 / MAX: 641.09-O3 -pthread - MIN: 7.31 / MAX: 34.4-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 7.26 / MAX: 361.12-O3 - MIN: 6.66 / MAX: 628.351. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101530456075SE +/- 7.00, N = 9SE +/- 6.02, N = 9SE +/- 7.79, N = 10SE +/- 5.27, N = 1263.2753.4750.8567.78-O2 -pthread - MIN: 29.45 / MAX: 980.81-O3 -pthread - MIN: 29.79 / MAX: 1155.76-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.96 / MAX: 717.36-O3 - MIN: 26.34 / MAX: 3411.321. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tinyAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101020304050SE +/- 2.96, N = 9SE +/- 2.48, N = 8SE +/- 4.00, N = 10SE +/- 2.11, N = 1246.1945.3742.0240.84-O2 -pthread - MIN: 28.54 / MAX: 1750.13-O3 -pthread - MIN: 28.23 / MAX: 1463.77-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.79 / MAX: 241.71-O3 - MIN: 27.21 / MAX: 1106.771. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 11.10, N = 9SE +/- 9.93, N = 9SE +/- 3.58, N = 10SE +/- 2.10, N = 1280.7278.6864.3458.79-O2 -pthread - MIN: 28.78 / MAX: 3860.96-O3 -pthread - MIN: 33.92 / MAX: 3875.07-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 28.06 / MAX: 2142.08-O3 - MIN: 29.45 / MAX: 2730.321. (CXX) g++ options: -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400mAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 7.01, N = 9SE +/- 3.30, N = 9SE +/- 1.73, N = 10SE +/- 1.87, N = 1277.9678.8764.9867.12-O2 -pthread - MIN: 54.57 / MAX: 4685.63-O3 -pthread - MIN: 50.29 / MAX: 4995.28-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 51.79 / MAX: 1080.66-O3 - MIN: 49.55 / MAX: 5490.471. (CXX) g++ options: -rdynamic -lgomp -lpthread

TNN

Target: CPU - Model: DenseNet

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.107001400210028003500SE +/- 0.36, N = 3SE +/- 8.98, N = 3SE +/- 0.84, N = 3SE +/- 4.39, N = 32651.102735.693325.442842.20-O2 - MIN: 2623.33 / MAX: 2789.73-O3 - MIN: 2699.84 / MAX: 2872.7-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3276.19 / MAX: 3391.4-O3 - MIN: 2742.82 / MAX: 3539.141. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1070140210280350SE +/- 1.54, N = 3SE +/- 0.22, N = 3SE +/- 0.30, N = 3SE +/- 3.36, N = 3302.94288.43320.66302.52-O2 - MIN: 297.63 / MAX: 358.46-O3 - MIN: 286.43 / MAX: 332.5-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 317.51 / MAX: 351.18-O3 - MIN: 292.01 / MAX: 381.491. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101428425670SE +/- 0.15, N = 3SE +/- 0.67, N = 4SE +/- 0.30, N = 3SE +/- 0.11, N = 362.2258.7064.6062.08-O2 - MIN: 61.44 / MAX: 62.69-O3 - MIN: 57.13 / MAX: 60.65-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 64.13 / MAX: 65.38-O3 - MIN: 61.81 / MAX: 62.451. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1AlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1070140210280350SE +/- 0.31, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3257.39249.49319.41251.70-O2 - MIN: 256.52 / MAX: 258.17-O3 - MIN: 249.1 / MAX: 252.77-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 319.14 / MAX: 320-O3 - MIN: 251.29 / MAX: 253.111. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101122334455SE +/- 0.42, N = 7SE +/- 0.57, N = 3SE +/- 0.16, N = 3SE +/- 0.22, N = 1546.8647.1047.0733.98

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101020304050SE +/- 0.46, N = 3SE +/- 0.28, N = 3SE +/- 0.01, N = 3SE +/- 0.24, N = 340.8841.7341.4230.36

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10246810SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 38.168.148.398.53

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10612182430SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 325.9026.0425.7626.24

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 375.5575.9675.1076.98

ONNX Runtime

Model: yolov4 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: yolov4 - Device: OpenMP CPUAlmaLinux 8.4CentOS StreamUbuntu 21.1060120180240300SE +/- 7.76, N = 9SE +/- 4.99, N = 12SE +/- 4.10, N = 12245194271-O2-O3-O31. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -ldl -lrt

ONNX Runtime

Model: bertsquad-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: bertsquad-10 - Device: OpenMP CPUAlmaLinux 8.4CentOS StreamUbuntu 21.10100200300400500SE +/- 12.87, N = 12SE +/- 12.36, N = 12SE +/- 6.37, N = 3417417448-O2-O3-O31. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -ldl -lrt

ONNX Runtime

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

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: fcn-resnet101-11 - Device: OpenMP CPUAlmaLinux 8.4CentOS StreamUbuntu 21.104080120160200SE +/- 4.42, N = 9SE +/- 3.22, N = 12SE +/- 1.77, N = 7163160191-O2-O3-O31. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -ldl -lrt

ONNX Runtime

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

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: shufflenet-v2-10 - Device: OpenMP CPUAlmaLinux 8.4CentOS StreamUbuntu 21.1011002200330044005500SE +/- 492.22, N = 12SE +/- 252.20, N = 12SE +/- 155.87, N = 12466840605038-O2-O3-O31. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -ldl -lrt

ONNX Runtime

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

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: super-resolution-10 - Device: OpenMP CPUAlmaLinux 8.4CentOS StreamUbuntu 21.1011002200330044005500SE +/- 327.81, N = 12SE +/- 203.48, N = 12SE +/- 156.25, N = 9436347835292-O2-O3-O31. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -ldl -lrt

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.102004006008001000SE +/- 3.76, N = 3SE +/- 1.20, N = 3SE +/- 3.51, N = 3SE +/- 1.67, N = 3992990881866

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1060120180240300SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3251254221220

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 0.17, N = 3SE +/- 0.00, N = 3106.0106.098.398.4

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3113117111109

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1048121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 317.117.513.515.2

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10110220330440550SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3511513409414

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10510152025SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 321.922.921.320.3

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 392.794.789.189.1

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.104080120160200SE +/- 0.00, N = 3SE +/- 0.00, N = 3178180146151

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.103691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 310.1010.408.457.31

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.101530456075SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 365.164.941.641.4

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10100200300400500SE +/- 1.20, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3472470376388

Nginx

Test: Long Connection - Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterNginxTest: Long Connection - Connections: 500Ubuntu 21.1040K80K120K160K200KSE +/- 911.83, N = 3170340.651. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O22. nginx version: nginx/1.18.0 (Ubuntu)

Nginx

Test: Long Connection - Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterNginxTest: Long Connection - Connections: 1000Ubuntu 21.1040K80K120K160K200KSE +/- 391.28, N = 3180785.841. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O22. nginx version: nginx/1.18.0 (Ubuntu)

Nginx

Test: Short Connection - Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterNginxTest: Short Connection - Connections: 500Ubuntu 21.109K18K27K36K45KSE +/- 26.81, N = 342141.951. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O22. nginx version: nginx/1.18.0 (Ubuntu)

Nginx

Test: Short Connection - Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterNginxTest: Short Connection - Connections: 1000Ubuntu 21.108K16K24K32K40KSE +/- 43.89, N = 335835.871. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O22. nginx version: nginx/1.18.0 (Ubuntu)

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.10112233445547.3846.7445.9348.48

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1070140210280350303.12334.76333.79329.49

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUAlmaLinux 8.4CentOS StreamClear Linux 35150Ubuntu 21.1014K28K42K56K70KSE +/- 397.47, N = 3SE +/- 738.55, N = 3SE +/- 1288.09, N = 12SE +/- 1753.86, N = 1267572661196678564272

GNU Octave Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 6.3.0Clear Linux 351500.90051.8012.70153.6024.5025SE +/- 0.011, N = 54.002

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPUClear Linux 35150150300450600750SE +/- 1.54, N = 3703.76

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: CPUClear Linux 3515048121620SE +/- 0.19, N = 316.53

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPUClear Linux 351501.0442.0883.1324.1765.22SE +/- 0.01, N = 34.64

PlaidML

FP16: No - Mode: Inference - Network: NASNer Large - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: CPUClear Linux 351500.35780.71561.07341.43121.789SE +/- 0.01, N = 31.59

GNU Octave Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 5.2.0AlmaLinux 8.4CentOS Stream1.11582.23163.34744.46325.579SE +/- 0.010, N = 5SE +/- 0.020, N = 54.9294.918

Phoronix Test Suite v10.8.5