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 CentOS Stream 8 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2110222-TJ-2110218TJ23&grs&sor.

AMD EPYC 7003 EO 2021 Linux ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkMonitorOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionUbuntu 21.10Clear Linux 35150CentOS Stream2 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 20210514xfsOpenBenchmarking.orgKernel Details- Ubuntu 21.10: Transparent Huge Pages: madvise- Clear Linux 35150: Transparent Huge Pages: always- CentOS Stream: 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 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: 0xa001114Python Details- Ubuntu 21.10: Python 3.9.7- Clear Linux 35150: Python 3.9.7- CentOS Stream: 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 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 Comparisongegl: Scalecompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Compression Speedgegl: Cropredis: GETredis: MIXkvazaar: Bosphorus 4K - Very Fastbuild-llvm: Unix Makefilesbuild-llvm: Ninjagegl: Color Enhanceredis: LPUSH and LPOP: lpoppyperformance: django_templateredis: LPUSH and LPOP: lpushcompress-zstd: 8 - Compression Speedpyperformance: python_startupplaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUkvazaar: Bosphorus 4K - Ultra Fastmt-dgemm: Sustained Floating-Point Ratepyperformance: pathlibtnn: CPU - SqueezeNet v1.1numpy: compress-zstd: 19 - Compression Speedgegl: Reflectpyperformance: raytracewireguard: pyperformance: pickle_pure_pythongegl: Rotate 90 Degreespyperformance: regex_compileqe: AUSURF112rawtherapee: Total Benchmark Timetnn: CPU - DenseNetpgbench: 100 - 250 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencybuild-wasmer: Time To Compilegnuradio: FM Deemphasis Filtercompress-zstd: 3, Long Mode - Decompression Speedx265: Bosphorus 4Kpgbench: 100 - 500 - Read Onlycompress-zstd: 8, Long Mode - Decompression Speedpgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 500 - Read Write - Average Latencypgbench: 100 - 500 - Read Writepyperformance: goopenssl: SHA256pybench: Total For Average Test Timescompress-zstd: 3 - Decompression Speedpyperformance: json_loadssvt-av1: Preset 8 - Bosphorus 4Ktnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v2compress-zstd: 19 - Decompression Speedcompress-zstd: 19, Long Mode - Decompression Speedsvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080ppyperformance: floatpovray: Trace Timepyperformance: nbodysvt-hevc: 7 - Bosphorus 1080ppyperformance: crypto_pyaessvt-hevc: 10 - Bosphorus 1080pcompress-zstd: 8 - Decompression Speedgromacs: MPI CPU - water_GMX50_bareappleseed: Disney Materialbuild-nodejs: Time To Compileplaidml: No - Inference - ResNet 50 - CPUgnuradio: IIR Filterastcenc: Exhaustiveastcenc: Thoroughnwchem: C240 Buckyballblender: Pabellon Barcelona - CPU-Onlyblender: BMW27 - CPU-Onlygnuradio: FIR Filterappleseed: Material Testerospray: XFrog Forest - SciVisoidn: RT.hdr_alb_nrm.3840x2160openssl: gnuradio: Hilbert Transformnamd: ATPase Simulation - 327,506 Atomsopenssl: build-linux-kernel: Time To Compileembree: Pathtracer ISPC - Crownoctave-benchmark: openssl: RSA4096embree: Pathtracer - Crownopenssl: RSA4096plaidml: No - Inference - NASNer Large - CPUplaidml: No - Inference - DenseNet 201 - CPUplaidml: No - Inference - Mobilenet - CPUplaidml: No - Inference - IMDB LSTM - CPUoctave-benchmark: nginx: Short Connection - 1000nginx: Short Connection - 500nginx: Long Connection - 1000nginx: Long Connection - 500octave-benchmark: ocrmypdf: Processing 60 Page PDF Documentinkscape: SVG Files To PNGhugin: Panorama Photo Assistant + Stitching Timebuild-godot: Time To Compileaom-av1: Speed 10 Realtime - Bosphorus 4Kaom-av1: Speed 9 Realtime - Bosphorus 4Kaom-av1: Speed 8 Realtime - Bosphorus 4Kospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - SciVisospray: San Miguel - SciVisv-ray: CPUonnx: super-resolution-10 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUonnx: bertsquad-10 - OpenMP CPUonnx: yolov4 - OpenMP CPUncnn: CPU - regnety_400mncnn: CPU - squeezenet_ssdncnn: CPU - yolov4-tinyncnn: CPU - resnet50ncnn: CPU - alexnetncnn: CPU - resnet18ncnn: CPU - vgg16ncnn: CPU - googlenetncnn: CPU - blazefacencnn: CPU - efficientnet-b0ncnn: CPU - mnasnetncnn: CPU - shufflenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - mobilenetredis: SETpgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 250 - Read Writevpxenc: Speed 5 - Bosphorus 4Kgnuradio: Signal Source (Cosine)gnuradio: Five Back to Back FIR Filterscompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 3 - Compression Speedhpcg: Ubuntu 21.10Clear Linux 35150CentOS Stream6.858163.7184.47.770309980.80318221.7126.27172.692115.99849.8401189084.4241.41291673.493228.37.3133.9830.3650.2422.44952615.2251.700437.0378.127.902414404.99638836.275151243.1449.9372842.19717263190.14543.898881.23938.422.3017191424087.20.2918.49258900220985486428838663717.220.361.561302.52062.0763560.13628.0404.95350.9598.48.505109355.5389.1539.633828.67.38948.47527580.2538.53708.89.33355.04761858.576.9826.24790.5329.48611817.441.801104066.2438.70.3041117090.019.99067.501717027.473.24771114763.835835.8742141.95180785.84170340.656.04011.60445.79143.52239.6235.9726.0555.56111.1183.33642725292503819144827167.1258.7940.8467.7813.0129.1036.6353.4913.0138.3632.3425.8531.0732.8459.86383801.554.8825272014.693737.8739.538.75872.434.82934.804966.7918.26.0031018405.90895409.9357.00329.020228.69935.9131358711.3541.61300265.34832.48.4547.0741.4265.9329.45139013.5319.412556.6698.123.369409323.80737631.16314640.8333325.43820536660.122459426.0020035534758.10.2508.929560072211032185991208814224.421.366.847320.66464.5993863.83922.6433.62359.6798.38.121111366.0389.1571.977.44845.9274368.399.04974.94291811.575.1025.76333.78607217.241.821116179.50.3054717024.767.362717010.473.26101113280.31.594.6416.53703.764.00255.56111.1183.336678564.9864.3442.0250.8514.5031.9945.5069.0111.0937.6329.4925.8929.9931.2545.46683056.484.6435455018.8141.58081.633.284129.354327.3323.729.542538355.75499065.6349.53160.600113.04129.414812968.8364.9845537.923538.110.447.1041.7365.2729.12615217.5249.486480.3882.129.33751347029.291180299.482735.69420009710.12537.013743.04212.224.7319225474403.80.2607.68365089254899074983739903871.722.960.063288.43358.7013803.83893.2401.72333.291067.894117343.0394.7559.534057.37.03746.74189576.3958.14679.69.42314.854275.9626.04803.9334.75815617.241.821107523.8442.50.3053317076.619.92967.30764.91816990.073.13421114116.924.88455.56111.1183.33661194783406016041719478.8778.6845.3753.4713.9235.1744.8965.5713.2743.8537.6027.8834.5037.7671.38438576.823.8236550013.573293.0629.914.110117.125.8894OpenBenchmarking.org

GEGL

Operation: Scale

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleClear Linux 35150Ubuntu 21.10CentOS Stream714212835SE +/- 0.049, N = 3SE +/- 0.044, N = 3SE +/- 0.030, N = 34.8046.85829.354

Zstd Compression

Compression Level: 3, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Compression SpeedClear Linux 35150CentOS StreamUbuntu 21.102004006008001000SE +/- 0.66, N = 3SE +/- 4.00, N = 4SE +/- 1.37, N = 3971.1327.3163.71. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, 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: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedClear Linux 35150CentOS StreamUbuntu 21.102004006008001000SE +/- 11.06, N = 15SE +/- 2.34, N = 15SE +/- 1.53, N = 3918.2323.7184.41. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, 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 ***

GEGL

Operation: Crop

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropClear Linux 35150Ubuntu 21.10CentOS Stream714212835SE +/- 0.033, N = 3SE +/- 0.031, N = 3SE +/- 0.122, N = 36.0037.77029.542

Redis Memtier / Redis Benchmark

Test: GET

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: GETClear Linux 35150CentOS StreamUbuntu 21.10200K400K600K800K1000KSE +/- 9977.44, N = 12SE +/- 4021.65, N = 10SE +/- 3124.18, N = 31018405.90538355.75309980.801. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3983. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc84. 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: MIXClear Linux 35150CentOS StreamUbuntu 21.10200K400K600K800K1000KSE +/- 15439.80, N = 9SE +/- 4417.87, N = 3SE +/- 2160.46, N = 3895409.93499065.63318221.711. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3983. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc84. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Very FastClear Linux 35150CentOS StreamUbuntu 21.101326395265SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 357.0049.5326.27-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

Timed LLVM Compilation

Build System: Unix Makefiles

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix MakefilesCentOS StreamUbuntu 21.10Clear Linux 3515070140210280350SE +/- 0.88, N = 3SE +/- 0.08, N = 3SE +/- 0.75, N = 3160.60172.69329.02

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaCentOS StreamUbuntu 21.10Clear Linux 3515050100150200250SE +/- 1.28, N = 4SE +/- 0.41, N = 3SE +/- 2.02, N = 3113.04116.00228.70

GEGL

Operation: Color Enhance

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceCentOS StreamClear Linux 35150Ubuntu 21.101122334455SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 329.4135.9149.84

Redis Memtier / Redis Benchmark

Test: LPUSH and LPOP: lpop

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpopClear Linux 35150Ubuntu 21.10CentOS Stream300K600K900K1200K1500KSE +/- 12884.54, N = 6SE +/- 6262.88, N = 3SE +/- 1389.78, N = 31358711.351189084.42812968.831. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3983. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb254. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc8

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 21.10Clear Linux 35150CentOS Stream1428425670SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 341.441.664.9

Redis Memtier / Redis Benchmark

Test: LPUSH and LPOP: lpush

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpushClear Linux 35150Ubuntu 21.10CentOS Stream300K600K900K1200K1500KSE +/- 15753.94, N = 3SE +/- 16158.55, N = 14SE +/- 9357.11, N = 31300265.301291673.49845537.921. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3983. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb254. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc8

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedClear Linux 35150CentOS StreamUbuntu 21.1010002000300040005000SE +/- 8.57, N = 3SE +/- 24.96, N = 3SE +/- 34.72, N = 154832.43538.13228.31. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, 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 ***

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 21.10Clear Linux 35150CentOS Stream3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 37.318.4510.40

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUCentOS StreamClear Linux 35150Ubuntu 21.101122334455SE +/- 0.57, N = 3SE +/- 0.16, N = 3SE +/- 0.22, N = 1547.1047.0733.98

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUCentOS StreamClear Linux 35150Ubuntu 21.101020304050SE +/- 0.28, N = 3SE +/- 0.01, N = 3SE +/- 0.24, N = 341.7341.4230.36

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Ultra FastClear Linux 35150CentOS StreamUbuntu 21.101530456075SE +/- 0.29, N = 3SE +/- 0.54, N = 3SE +/- 0.09, N = 365.9365.2750.24-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateClear Linux 35150CentOS StreamUbuntu 21.10714212835SE +/- 0.42, N = 15SE +/- 0.21, N = 15SE +/- 0.30, N = 1529.4529.1322.45-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -march=native -fopenmp

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibClear Linux 35150Ubuntu 21.10CentOS Stream48121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 313.515.217.5

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1CentOS StreamUbuntu 21.10Clear Linux 3515070140210280350SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3249.49251.70319.41MIN: 249.1 / MAX: 252.77MIN: 251.29 / MAX: 253.11-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 319.14 / MAX: 3201. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkClear Linux 35150CentOS StreamUbuntu 21.10120240360480600SE +/- 0.88, N = 3SE +/- 1.60, N = 3SE +/- 1.06, N = 3556.66480.38437.03

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedClear Linux 35150CentOS StreamUbuntu 21.1020406080100SE +/- 0.81, N = 3SE +/- 0.40, N = 3SE +/- 0.90, N = 398.182.178.11. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, 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 ***

GEGL

Operation: Reflect

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectClear Linux 35150Ubuntu 21.10CentOS Stream714212835SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 323.3727.9029.34

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceClear Linux 35150Ubuntu 21.10CentOS Stream110220330440550SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3409414513

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

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonClear Linux 35150Ubuntu 21.10CentOS Stream100200300400500SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3376388470

GEGL

Operation: Rotate 90 Degrees

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesCentOS StreamClear Linux 35150Ubuntu 21.10816243240SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 329.2931.1636.28

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileClear Linux 35150Ubuntu 21.10CentOS Stream4080120160200SE +/- 0.00, N = 3SE +/- 0.00, N = 3146151180

Quantum ESPRESSO

Input: AUSURF112

OpenBenchmarking.orgSeconds, Fewer Is BetterQuantum ESPRESSO 6.8Input: AUSURF112Ubuntu 21.10CentOS Stream70140210280350SE +/- 0.28, N = 3SE +/- 0.80, N = 3243.14299.48-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread1. (F9X) gfortran options: -ldevXlib -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -lmpi_usempif08 -lmpi_mpifh -lmpi

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.

TNN

Target: CPU - Model: DenseNet

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetCentOS StreamUbuntu 21.10Clear Linux 351507001400210028003500SE +/- 8.98, N = 3SE +/- 4.39, N = 3SE +/- 0.84, N = 32735.692842.203325.44MIN: 2699.84 / MAX: 2872.7MIN: 2742.82 / MAX: 3539.14-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3276.19 / MAX: 3391.41. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyClear Linux 35150CentOS StreamUbuntu 21.10400K800K1200K1600K2000KSE +/- 20119.29, N = 3SE +/- 4608.10, N = 3SE +/- 21431.80, N = 3205366620009711726319-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl-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 LatencyClear Linux 35150CentOS StreamUbuntu 21.100.03260.06520.09780.13040.163SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 30.1220.1250.145-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

Timed Wasmer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 1.0.2Time To CompileCentOS StreamUbuntu 21.101020304050SE +/- 0.22, N = 3SE +/- 0.28, N = 337.0143.901. (CC) gcc options: -m64 -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc -pie -nodefaultlibs

GNU Radio

Test: FM Deemphasis Filter

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FM Deemphasis FilterUbuntu 21.10CentOS Stream2004006008001000SE +/- 6.05, N = 3SE +/- 4.44, N = 9881.2743.01. Ubuntu 21.10: 3.8.2.02. CentOS Stream: 3.8.0.0

Zstd Compression

Compression Level: 3, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Decompression SpeedClear Linux 35150CentOS StreamUbuntu 21.1010002000300040005000SE +/- 4.77, N = 4SE +/- 38.54, N = 34594.04212.23938.41. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, 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 ***

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KClear Linux 35150CentOS StreamUbuntu 21.10612182430SE +/- 0.13, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 526.0024.7322.30-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lnuma-lnuma1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyClear Linux 35150CentOS StreamUbuntu 21.10400K800K1200K1600K2000KSE +/- 7404.19, N = 3SE +/- 5113.94, N = 3SE +/- 5531.30, N = 3200355319225471719142-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedClear Linux 35150CentOS StreamUbuntu 21.1010002000300040005000SE +/- 3.11, N = 15SE +/- 3.67, N = 15SE +/- 23.42, N = 34758.14403.84087.21. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, 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 ***

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 LatencyClear Linux 35150CentOS StreamUbuntu 21.100.06550.1310.19650.2620.3275SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2500.2600.291-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl-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 LatencyCentOS StreamUbuntu 21.10Clear Linux 35150246810SE +/- 0.050, N = 3SE +/- 0.119, N = 3SE +/- 0.087, N = 37.6838.4928.929-O2 -lpthread -lrt -ldl-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 WriteCentOS StreamUbuntu 21.10Clear Linux 3515014K28K42K56K70KSE +/- 427.26, N = 3SE +/- 818.76, N = 3SE +/- 548.57, N = 3650895890056007-O2 -lpthread -lrt -ldl-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 21.10Clear Linux 35150CentOS Stream60120180240300SE +/- 0.33, N = 3SE +/- 0.00, N = 3220221254

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256Clear Linux 35150Ubuntu 21.10CentOS Stream20000M40000M60000M80000M100000MSE +/- 155150645.70, N = 3SE +/- 37689879.19, N = 3SE +/- 1160628126.12, N = 31032185991209854864288389907498373-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 21.10Clear Linux 35150CentOS Stream2004006008001000SE +/- 1.67, N = 3SE +/- 3.51, N = 3SE +/- 1.20, N = 3866881990

Zstd Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Decompression SpeedClear Linux 35150CentOS StreamUbuntu 21.109001800270036004500SE +/- 1.35, N = 2SE +/- 3.05, N = 24224.43871.73717.21. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, 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 ***

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 21.10Clear Linux 35150CentOS Stream510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 320.321.322.9

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 4KClear Linux 35150Ubuntu 21.10CentOS Stream1530456075SE +/- 0.09, N = 3SE +/- 0.27, N = 3SE +/- 0.24, N = 366.8561.5660.06-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2CentOS StreamUbuntu 21.10Clear Linux 3515070140210280350SE +/- 0.22, N = 3SE +/- 3.36, N = 3SE +/- 0.30, N = 3288.43302.52320.66MIN: 286.43 / MAX: 332.5MIN: 292.01 / MAX: 381.49-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 317.51 / MAX: 351.181. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2CentOS StreamUbuntu 21.10Clear Linux 351501428425670SE +/- 0.67, N = 4SE +/- 0.11, N = 3SE +/- 0.30, N = 358.7062.0864.60MIN: 57.13 / MAX: 60.65MIN: 61.81 / MAX: 62.45-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 64.13 / MAX: 65.381. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedClear Linux 35150CentOS StreamUbuntu 21.108001600240032004000SE +/- 5.13, N = 3SE +/- 7.36, N = 3SE +/- 17.07, N = 33863.83803.83560.11. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, 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, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedClear Linux 35150CentOS StreamUbuntu 21.108001600240032004000SE +/- 5.05, N = 3SE +/- 10.20, N = 15SE +/- 10.26, N = 153922.63893.23628.01. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, 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 ***

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pClear Linux 35150Ubuntu 21.10CentOS Stream90180270360450SE +/- 4.96, N = 15SE +/- 5.36, N = 12SE +/- 3.86, N = 15433.62404.95401.72-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 1080pClear Linux 35150Ubuntu 21.10CentOS Stream80160240320400SE +/- 4.31, N = 4SE +/- 2.47, N = 12SE +/- 2.64, N = 15359.67350.95333.29-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

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatClear Linux 35150Ubuntu 21.10CentOS Stream20406080100SE +/- 0.17, N = 3SE +/- 0.00, N = 398.398.4106.0

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeCentOS StreamClear Linux 35150Ubuntu 21.10246810SE +/- 0.012, N = 3SE +/- 0.020, N = 3SE +/- 0.017, N = 37.8948.1218.505-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

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 21.10Clear Linux 35150CentOS Stream306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3109111117

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pClear Linux 35150Ubuntu 21.10CentOS Stream80160240320400SE +/- 2.14, N = 3SE +/- 3.71, N = 3SE +/- 2.78, N = 3366.03355.53343.03-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 21.10Clear Linux 35150CentOS Stream20406080100SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 389.189.194.7

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pClear Linux 35150CentOS StreamUbuntu 21.10120240360480600SE +/- 5.39, N = 7SE +/- 6.45, N = 4SE +/- 3.94, N = 3571.97559.53539.63-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedCentOS StreamUbuntu 21.109001800270036004500SE +/- 8.02, N = 34057.33828.61. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareClear Linux 35150Ubuntu 21.10CentOS Stream246810SE +/- 0.030, N = 3SE +/- 0.029, N = 3SE +/- 0.035, N = 37.4487.3897.037-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-pthread1. (CXX) g++ options: -O3

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialClear Linux 35150CentOS StreamUbuntu 21.10112233445545.9346.7448.48

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileCentOS StreamUbuntu 21.1020406080100SE +/- 0.30, N = 3SE +/- 0.26, N = 376.4080.25

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUUbuntu 21.10Clear Linux 35150CentOS Stream246810SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 38.538.398.14

GNU Radio

Test: IIR Filter

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: IIR FilterUbuntu 21.10CentOS Stream150300450600750SE +/- 0.37, N = 3SE +/- 5.22, N = 9708.8679.61. Ubuntu 21.10: 3.8.2.02. CentOS Stream: 3.8.0.0

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustiveClear Linux 35150Ubuntu 21.10CentOS Stream3691215SE +/- 0.0320, N = 3SE +/- 0.0011, N = 3SE +/- 0.0435, N = 39.04979.33359.4231-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ThoroughCentOS StreamClear Linux 35150Ubuntu 21.101.13572.27143.40714.54285.6785SE +/- 0.0074, N = 3SE +/- 0.0128, N = 3SE +/- 0.0063, N = 34.85424.94295.0476-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -flto -pthread

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

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyClear Linux 35150CentOS StreamUbuntu 21.1020406080100SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 375.1075.9676.98

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyClear Linux 35150CentOS StreamUbuntu 21.10612182430SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 325.7626.0426.24

GNU Radio

Test: FIR Filter

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FIR FilterCentOS StreamUbuntu 21.102004006008001000SE +/- 7.48, N = 9SE +/- 5.06, N = 3803.9790.51. CentOS Stream: 3.8.0.02. Ubuntu 21.10: 3.8.2.0

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 21.10Clear Linux 35150CentOS Stream70140210280350329.49333.79334.76

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisUbuntu 21.10CentOS StreamClear Linux 3515048121620SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 317.4417.2417.24MIN: 14.71 / MAX: 17.54MIN: 12.5 / MAX: 17.54MIN: 14.49 / MAX: 17.54

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.3840x2160CentOS StreamClear Linux 35150Ubuntu 21.100.40950.8191.22851.6382.0475SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.821.821.80

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLClear Linux 35150CentOS StreamUbuntu 21.10200K400K600K800K1000KSE +/- 113.24, N = 3SE +/- 1384.47, N = 3SE +/- 630.46, N = 31116179.51107523.81104066.21. Clear Linux 35150: OpenSSL 1.1.1l 24 Aug 20212. CentOS Stream: OpenSSL 1.1.1k FIPS 25 Mar 20213. Ubuntu 21.10: OpenSSL 1.1.1l 24 Aug 2021

GNU Radio

Test: Hilbert Transform

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Hilbert TransformCentOS StreamUbuntu 21.10100200300400500SE +/- 3.26, N = 9SE +/- 0.99, N = 3442.5438.71. CentOS Stream: 3.8.0.02. Ubuntu 21.10: 3.8.2.0

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.10CentOS StreamClear Linux 351500.06870.13740.20610.27480.3435SE +/- 0.00022, N = 3SE +/- 0.00024, N = 3SE +/- 0.00017, N = 30.304110.305330.30547

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLUbuntu 21.10CentOS StreamClear Linux 351504K8K12K16K20KSE +/- 13.83, N = 3SE +/- 10.96, N = 3SE +/- 1.19, N = 317090.017076.617024.71. Ubuntu 21.10: OpenSSL 1.1.1l 24 Aug 20212. CentOS Stream: OpenSSL 1.1.1k FIPS 25 Mar 20213. Clear Linux 35150: OpenSSL 1.1.1l 24 Aug 2021

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.14Time To CompileCentOS StreamUbuntu 21.10510152025SE +/- 0.16, N = 9SE +/- 0.16, N = 919.9319.99

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 21.10Clear Linux 35150CentOS Stream1530456075SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 367.5067.3667.31MIN: 66.15 / MAX: 69.7MIN: 66.09 / MAX: 69.49MIN: 65.88 / MAX: 69.89

GNU Octave Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 5.2.0CentOS Stream1.10932.21863.32794.43725.5465SE +/- 0.020, N = 54.918

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10Clear Linux 35150CentOS Stream4K8K12K16K20KSE +/- 15.36, N = 3SE +/- 2.67, N = 3SE +/- 13.43, N = 317027.417010.416990.0-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownClear Linux 35150Ubuntu 21.10CentOS Stream1632486480SE +/- 0.14, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 373.2673.2573.13MIN: 71.57 / MAX: 75.62MIN: 71.54 / MAX: 75.84MIN: 71.52 / MAX: 75.78

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10CentOS StreamClear Linux 35150200K400K600K800K1000KSE +/- 385.98, N = 3SE +/- 80.23, N = 3SE +/- 161.41, N = 31114763.81114116.91113280.3-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

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

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: 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: IMDB LSTM - Device: CPU

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

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

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)

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: 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: 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)

GNU Octave Benchmark

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

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

Inkscape

Operation: SVG Files To PNG

OpenBenchmarking.orgSeconds, Fewer Is BetterInkscapeOperation: SVG Files To PNGCentOS Stream612182430SE +/- 0.26, N = 524.881. Inkscape 0.92.3 (2405546, 2018-03-11)

Hugin

Panorama Photo Assistant + Stitching Time

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

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

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

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 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

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisCentOS StreamClear Linux 35150Ubuntu 21.101224364860SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 355.5655.5655.56MIN: 38.46 / MAX: 58.82MIN: 38.46 / MAX: 58.82MIN: 29.41 / MAX: 58.82

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisCentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3111.11111.11111.11MIN: 35.71 / MAX: 125MIN: 52.63 / MAX: 125MIN: 45.45 / MAX: 125

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisCentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 383.3383.3383.33MIN: 47.62 / MAX: 90.91MIN: 62.5 / MAX: 90.91MIN: 66.67 / MAX: 90.91

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUClear Linux 35150CentOS StreamUbuntu 21.1014K28K42K56K70KSE +/- 1288.09, N = 12SE +/- 738.55, N = 3SE +/- 1753.86, N = 12667856611964272

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 CPUUbuntu 21.10CentOS Stream11002200330044005500SE +/- 156.25, N = 9SE +/- 203.48, N = 12529247831. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -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 CPUUbuntu 21.10CentOS Stream11002200330044005500SE +/- 155.87, N = 12SE +/- 252.20, N = 12503840601. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -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 CPUUbuntu 21.10CentOS Stream4080120160200SE +/- 1.77, N = 7SE +/- 3.22, N = 121911601. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -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 CPUUbuntu 21.10CentOS Stream100200300400500SE +/- 6.37, N = 3SE +/- 12.36, N = 124484171. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: yolov4 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: yolov4 - Device: OpenMP CPUUbuntu 21.10CentOS Stream60120180240300SE +/- 4.10, N = 12SE +/- 4.99, N = 122711941. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400mClear Linux 35150Ubuntu 21.10CentOS Stream20406080100SE +/- 1.73, N = 10SE +/- 1.87, N = 12SE +/- 3.30, N = 964.9867.1278.87-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 51.79 / MAX: 1080.66MIN: 49.55 / MAX: 5490.47-pthread - MIN: 50.29 / MAX: 4995.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdUbuntu 21.10Clear Linux 35150CentOS Stream20406080100SE +/- 2.10, N = 12SE +/- 3.58, N = 10SE +/- 9.93, N = 958.7964.3478.68MIN: 29.45 / MAX: 2730.32-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 28.06 / MAX: 2142.08-pthread - MIN: 33.92 / MAX: 3875.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tinyUbuntu 21.10Clear Linux 35150CentOS Stream1020304050SE +/- 2.11, N = 12SE +/- 4.00, N = 10SE +/- 2.48, N = 840.8442.0245.37MIN: 27.21 / MAX: 1106.77-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.79 / MAX: 241.71-pthread - MIN: 28.23 / MAX: 1463.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50Clear Linux 35150CentOS StreamUbuntu 21.101530456075SE +/- 7.79, N = 10SE +/- 6.02, N = 9SE +/- 5.27, N = 1250.8553.4767.78-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.96 / MAX: 717.36-pthread - MIN: 29.79 / MAX: 1155.76MIN: 26.34 / MAX: 3411.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnetUbuntu 21.10CentOS StreamClear Linux 3515048121620SE +/- 0.84, N = 12SE +/- 0.80, N = 9SE +/- 0.74, N = 1013.0113.9214.50MIN: 6.66 / MAX: 628.35-pthread - MIN: 7.31 / MAX: 34.4-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 7.26 / MAX: 361.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18Ubuntu 21.10Clear Linux 35150CentOS Stream816243240SE +/- 1.95, N = 12SE +/- 2.74, N = 10SE +/- 5.38, N = 929.1031.9935.17MIN: 14.81 / MAX: 1391.06-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 14.92 / MAX: 514.42-pthread - MIN: 16.78 / MAX: 1484.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16Ubuntu 21.10CentOS StreamClear Linux 351501020304050SE +/- 0.67, N = 12SE +/- 1.67, N = 9SE +/- 1.27, N = 1036.6344.8945.50MIN: 31.48 / MAX: 680.6-pthread - MIN: 33.79 / MAX: 1241.31-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 34.07 / MAX: 603.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenetUbuntu 21.10CentOS StreamClear Linux 351501530456075SE +/- 2.35, N = 12SE +/- 5.35, N = 9SE +/- 4.13, N = 1053.4965.5769.01MIN: 24.51 / MAX: 2810.72-pthread - MIN: 25.15 / MAX: 1318.82-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 23.65 / MAX: 2469.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazefaceClear Linux 35150Ubuntu 21.10CentOS Stream3691215SE +/- 0.22, N = 10SE +/- 0.70, N = 12SE +/- 0.77, N = 911.0913.0113.27-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 8.15 / MAX: 15.52MIN: 8.6 / MAX: 1097.33-pthread - MIN: 8.5 / MAX: 759.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0Clear Linux 35150Ubuntu 21.10CentOS Stream1020304050SE +/- 0.78, N = 10SE +/- 1.20, N = 12SE +/- 2.45, N = 937.6338.3643.85-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 21.58 / MAX: 312.05MIN: 26.68 / MAX: 1636.57-pthread - MIN: 25.2 / MAX: 750.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnetClear Linux 35150Ubuntu 21.10CentOS Stream918273645SE +/- 0.97, N = 10SE +/- 1.08, N = 12SE +/- 3.04, N = 929.4932.3437.60-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 19.83 / MAX: 182.59MIN: 21.61 / MAX: 565.28-pthread - MIN: 19.51 / MAX: 2560.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v2Ubuntu 21.10Clear Linux 35150CentOS Stream714212835SE +/- 1.02, N = 12SE +/- 0.52, N = 10SE +/- 1.52, N = 925.8525.8927.88MIN: 18.36 / MAX: 987.4-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 21.03 / MAX: 74.8-pthread - MIN: 18.38 / MAX: 135.371. (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-v3Clear Linux 35150Ubuntu 21.10CentOS Stream816243240SE +/- 1.53, N = 10SE +/- 0.84, N = 12SE +/- 2.47, N = 929.9931.0734.50-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 17.85 / MAX: 1892.38MIN: 19.42 / MAX: 201.11-pthread - MIN: 19.11 / MAX: 1942.121. (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-v2Clear Linux 35150Ubuntu 21.10CentOS Stream918273645SE +/- 1.53, N = 10SE +/- 0.86, N = 12SE +/- 2.52, N = 931.2532.8437.76-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 20.45 / MAX: 1053.8MIN: 19.78 / MAX: 652.58-pthread - MIN: 20.84 / MAX: 1217.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenetClear Linux 35150Ubuntu 21.10CentOS Stream1632486480SE +/- 7.31, N = 10SE +/- 4.27, N = 12SE +/- 7.84, N = 945.4659.8671.38-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 22.22 / MAX: 1944.56MIN: 22.8 / MAX: 1476.14-pthread - MIN: 24.43 / MAX: 1511.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Redis Memtier / Redis Benchmark

Test: SET

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: SETClear Linux 35150CentOS StreamUbuntu 21.10150K300K450K600K750KSE +/- 5047.54, N = 12SE +/- 14596.67, N = 12SE +/- 19493.33, N = 12683056.48438576.82383801.551. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3983. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc84. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

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 LatencyCentOS StreamClear Linux 35150Ubuntu 21.101.09852.1973.29554.3945.4925SE +/- 0.045, N = 12SE +/- 0.193, N = 9SE +/- 0.298, N = 123.8234.6434.882-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 WriteCentOS StreamClear Linux 35150Ubuntu 21.1014K28K42K56K70KSE +/- 801.81, N = 12SE +/- 2115.46, N = 9SE +/- 2278.47, N = 12655005455052720-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

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 4KClear Linux 35150Ubuntu 21.10CentOS Stream510152025SE +/- 0.06, N = 3SE +/- 0.45, N = 15SE +/- 0.09, N = 318.8114.6913.57-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11

GNU Radio

Test: Signal Source (Cosine)

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Signal Source (Cosine)Ubuntu 21.10CentOS Stream8001600240032004000SE +/- 17.16, N = 3SE +/- 77.18, N = 93737.83293.01. Ubuntu 21.10: 3.8.2.02. CentOS Stream: 3.8.0.0

GNU Radio

Test: Five Back to Back FIR Filters

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Five Back to Back FIR FiltersUbuntu 21.10CentOS Stream160320480640800SE +/- 2.95, N = 3SE +/- 23.40, N = 9739.5629.91. Ubuntu 21.10: 3.8.2.02. CentOS Stream: 3.8.0.0

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedClear Linux 35150Ubuntu 21.10CentOS Stream918273645SE +/- 0.35, N = 3SE +/- 0.48, N = 15SE +/- 0.29, N = 1541.538.714.11. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Compression SpeedCentOS StreamClear Linux 35150Ubuntu 21.102K4K6K8K10KSE +/- 60.57, N = 3SE +/- 78.84, N = 3SE +/- 162.04, N = 1210117.18081.65872.41. 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 ***

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Ubuntu 21.10Clear Linux 35150CentOS Stream816243240SE +/- 0.14, N = 3SE +/- 0.71, N = 11SE +/- 0.62, N = 1234.8333.2825.89-lmpi_cxx-pthread -lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi

Phoronix Test Suite v10.8.5