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.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2110222-TJ-2110218TJ23
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Ubuntu 21.10
October 20 2021
  23 Hours, 3 Minutes
Clear Linux 35150
October 21 2021
  18 Hours, 54 Minutes
CentOS Stream
October 21 2021
  1 Day, 55 Minutes
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  22 Hours, 17 Minutes

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Ubuntu 21.10

Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 8 GB DDR4-3200MT/s HMA81GR7CJR8N-XN, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel 10G X550T

OS: Ubuntu 21.10, Kernel: 5.13.0-20-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1024x768

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114
Python Notes: Python 3.9.7
Security Notes: 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

Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T

OS: Clear Linux OS 35150, Kernel: 5.14.13-1083.native (x86_64), Desktop: GNOME Shell 41.0, Display Server: X Server 1.20.11, Compiler: GCC 11.2.1 20211015 releases/gcc-11.2.0-353-g6a936be4ad + Clang 11.1.0 + LLVM 11.1.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: always
Environment Notes: 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""
Compiler Notes: --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
Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114
Python Notes: Python 3.9.7
Security Notes: 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

OS: CentOS Stream 8, Kernel: 4.18.0-348.el8.x86_64 (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server, Compiler: GCC 8.5.0 20210514, File-System: xfs, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --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 Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114
Python Notes: Python 3.6.8
Security Notes: 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

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""

Ubuntu 21.10Clear Linux 35150CentOS StreamResult OverviewPhoronix Test Suite100%126%152%177%203%Timed LLVM CompilationGEGLRedis Memtier / Redis BenchmarkKvazaarZstd CompressionVP9 libvpx EncodingHigh Performance Conjugate GradientACES DGEMMNumpy BenchmarkPlaidMLPyPerformanceTNNx265PostgreSQL pgbenchPyBenchNCNNSVT-AV1SVT-VP9POV-RayGROMACSSVT-HEVCChaos Group V-RAYOpenSSLASTC EncoderBlenderAppleseedIntel Open Image DenoiseNAMDOSPrayEmbree

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

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

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

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

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 ***

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

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: 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

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. This test profile is for testing any system-installed Redis copy. The redis-server and redis-benchmark software must be present in PATH. To use a static / locally built version of Redis, run the pts/redis test profile instead. Learn more via the OpenBenchmarking.org test page.

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

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

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

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

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

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: 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

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. This test profile is for testing any system-installed Redis copy. The redis-server and redis-benchmark software must be present in PATH. To use a static / locally built version of Redis, run the pts/redis test profile instead. Learn more via the OpenBenchmarking.org test page.

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

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

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

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. This test profile is for testing any system-installed Redis copy. The redis-server and redis-benchmark software must be present in PATH. To use a static / locally built version of Redis, run the pts/redis test profile instead. Learn more via the OpenBenchmarking.org test page.

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

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

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

This is a multi-threaded DGEMM benchmark. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: 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

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

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

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

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

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

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

PyPerformance

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

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

WireGuard + Linux Networking Stack Stress Test

This is a benchmark of the WireGuard secure VPN tunnel and Linux networking stack stress test. The test runs on the local host but does require root permissions to run. The way it works is it creates three namespaces. ns0 has a loopback device. ns1 and ns2 each have wireguard devices. Those two wireguard devices send traffic through the loopback device of ns0. The end result of this is that tests wind up testing encryption and decryption at the same time -- a pretty CPU and scheduler-heavy workflow. Learn more via the OpenBenchmarking.org test page.

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

CentOS Stream: Error: Unknown device type.

PyPerformance

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

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

GEGL

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

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

PyPerformance

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

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

Quantum ESPRESSO

Quantum ESPRESSO is an integrated suite of Open-Source computer codes for electronic-structure calculations and materials modeling at the nanoscale. It is based on density-functional theory, plane waves, and pseudopotentials. Learn more via the OpenBenchmarking.org test page.

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

Input: AUSURF112

Clear Linux 35150: Test failed to run.

RawTherapee

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark 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.

Total Benchmark Time

CentOS Stream: Test failed to run.

TNN

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: 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

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

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

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

This test times how long it takes to compile Wasmer. Wasmer is written in the Rust programming language and is a WebAssembly runtime implementation that supports WASI and EmScripten. This test profile builds Wasmer with the Cranelift and Singlepast compiler features enabled. Learn more via the OpenBenchmarking.org test page.

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

Time To Compile

Clear Linux 35150: The test quit with a non-zero exit status.

GNU Radio

GNU Radio is a free software development toolkit providing signal processing blocks to implement software-defined radios (SDR) and signal processing systems. Learn more via the OpenBenchmarking.org test page.

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

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

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

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

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

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

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

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

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

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

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

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

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

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

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

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

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

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: 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

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

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

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 ***

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

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

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

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

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

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

This is a test of POV-Ray, the Persistence of Vision Raytracer. POV-Ray is used to create 3D graphics using ray-tracing. Learn more via the OpenBenchmarking.org test page.

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

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

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

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

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

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

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

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

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

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

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

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

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

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

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

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

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

Time To Compile

Clear Linux 35150: The test quit with a non-zero exit status.

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: 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

GNU Radio is a free software development toolkit providing signal processing blocks to implement software-defined radios (SDR) and signal processing systems. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 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

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

NWChem is an open-source high performance computational chemistry package. Per NWChem's documentation, "NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters." Learn more via the OpenBenchmarking.org test page.

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

Input: C240 Buckyball

CentOS Stream: The test quit with a non-zero exit status.

Blender

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

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

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

GNU Radio is a free software development toolkit providing signal processing blocks to implement software-defined radios (SDR) and signal processing systems. Learn more via the OpenBenchmarking.org test page.

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

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

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

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: 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

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. The system/openssl test profiles relies on benchmarking the system/OS-supplied openssl binary rather than the pts/openssl test profile that uses the locally-built OpenSSL for benchmarking. Learn more via the OpenBenchmarking.org test page.

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

GNU Radio is a free software development toolkit providing signal processing blocks to implement software-defined radios (SDR) and signal processing systems. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 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

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. The system/openssl test profiles relies on benchmarking the system/OS-supplied openssl binary rather than the pts/openssl test profile that uses the locally-built OpenSSL for benchmarking. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested. Learn more via the OpenBenchmarking.org test page.

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

Time To Compile

Clear Linux 35150: The test quit with a non-zero exit status.

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

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

This test profile measures how long it takes to complete several reference GNU Octave files via octave-benchmark. GNU Octave is used for numerical computations and is an open-source alternative to MATLAB. Learn more via the OpenBenchmarking.org test page.

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

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

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

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

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

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

CentOS Stream: Test failed to run.

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

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

CentOS Stream: Test failed to run.

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

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

CentOS Stream: Test failed to run.

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

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

CentOS Stream: Test failed to run.

GNU Octave Benchmark

This test profile measures how long it takes to complete several reference GNU Octave files via octave-benchmark. GNU Octave is used for numerical computations and is an open-source alternative to MATLAB. Learn more via the OpenBenchmarking.org test page.

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

Nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile relies upon nginx being present in the system PATH / already installed on the system if wanting to benchmark the operating system's provided nginx package. Use the pts/ngnx test profile if wanting to test a locally-built Nginx web server. Wrk is used for facilitating the HTTP web server load testing. Learn more via the OpenBenchmarking.org test page.

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)

Test: Short Connection - Connections: 1000

Clear Linux 35150: nginx: line 7: ./wrk/wrk: No such file or directory

CentOS Stream: The test quit with a non-zero exit status.

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)

Test: Short Connection - Connections: 500

Clear Linux 35150: nginx: line 7: ./wrk/wrk: No such file or directory

CentOS Stream: The test quit with a non-zero exit status.

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)

Test: Long Connection - Connections: 1000

Clear Linux 35150: nginx: line 5: ./wrk/wrk: No such file or directory

CentOS Stream: The test quit with a non-zero exit status.

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)

Test: Long Connection - Connections: 500

Clear Linux 35150: nginx: line 5: ./wrk/wrk: No such file or directory

CentOS Stream: The test quit with a non-zero exit status.

GNU Octave Benchmark

This test profile measures how long it takes to complete several reference GNU Octave files via octave-benchmark. GNU Octave is used for numerical computations and is an open-source alternative to MATLAB. Learn more via the OpenBenchmarking.org test page.

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

OCRMyPDF

OCRMyPDF is an optical character recognition (OCR) text layer to scanned PDF files, producing new PDFs with the text now selectable/searchable/copy-paste capable. OCRMyPDF leverages the Tesseract OCR engine and is written in Python. Learn more via the OpenBenchmarking.org test page.

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

Inkscape

Inkscape is an open-source vector graphics editor. This test profile times how long it takes to complete various operations by Inkscape. Learn more via the OpenBenchmarking.org test page.

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

Operation: SVG Files To PNG

Ubuntu 21.10: The test quit with a non-zero exit status.

Clear Linux 35150: The test quit with a non-zero exit status.

Hugin

Hugin is an open-source, cross-platform panorama photo stitcher software package. This test profile times how long it takes to run the assistant and panorama photo stitching on a set of images. Learn more via the OpenBenchmarking.org test page.

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

Panorama Photo Assistant + Stitching Time

Clear Linux 35150: The test quit with a non-zero exit status.

CentOS Stream: The test quit with a non-zero exit status.

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

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

Time To Compile

Clear Linux 35150: The test quit with a non-zero exit status.

CentOS Stream: The test quit with a non-zero exit status.

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

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

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

Clear Linux 35150: Test failed to run.

CentOS Stream: Test failed to run.

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

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

Clear Linux 35150: Test failed to run.

CentOS Stream: Test failed to run.

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

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

Clear Linux 35150: Test failed to run.

CentOS Stream: Test failed to run.

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

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

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

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

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

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

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

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

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

Clear Linux 35150: onnx: line 3: ./onnxruntime/build/Linux/Release/onnxruntime_perf_test: No such file or directory

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

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

Clear Linux 35150: onnx: line 3: ./onnxruntime/build/Linux/Release/onnxruntime_perf_test: No such file or directory

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

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

Clear Linux 35150: onnx: line 3: ./onnxruntime/build/Linux/Release/onnxruntime_perf_test: No such file or directory

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

Model: bertsquad-10 - Device: OpenMP CPU

Clear Linux 35150: onnx: line 3: ./onnxruntime/build/Linux/Release/onnxruntime_perf_test: No such file or directory

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

Model: yolov4 - Device: OpenMP CPU

Clear Linux 35150: onnx: line 3: ./onnxruntime/build/Linux/Release/onnxruntime_perf_test: No such file or directory

PlaidML

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

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

Ubuntu 21.10: Test failed to run.

CentOS Stream: Test failed to run.

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

Ubuntu 21.10: Test failed to run.

Clear Linux 35150: Test failed to run.

CentOS Stream: Test failed to run.

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

Ubuntu 21.10: Test failed to run.

CentOS Stream: Test failed to run.

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

Ubuntu 21.10: Test failed to run.

CentOS Stream: Test failed to run.

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

Ubuntu 21.10: Test failed to run.

CentOS Stream: Test failed to run.

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. This test profile is for testing any system-installed Redis copy. The redis-server and redis-benchmark software must be present in PATH. To use a static / locally built version of Redis, run the pts/redis test profile instead. Learn more via the OpenBenchmarking.org test page.

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

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

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

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

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9 video format. Learn more via the OpenBenchmarking.org test page.

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

GNU Radio is a free software development toolkit providing signal processing blocks to implement software-defined radios (SDR) and signal processing systems. Learn more via the OpenBenchmarking.org test page.

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

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

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

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 ***

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

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

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Ubuntu 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

136 Results Shown

GEGL
Zstd Compression:
  3, Long Mode - Compression Speed
  8, Long Mode - Compression Speed
GEGL
Redis Memtier / Redis Benchmark:
  GET
  MIX
Kvazaar
Timed LLVM Compilation:
  Unix Makefiles
  Ninja
GEGL
Redis Memtier / Redis Benchmark
PyPerformance
Redis Memtier / Redis Benchmark
Zstd Compression
PyPerformance
PlaidML:
  No - Inference - VGG16 - CPU
  No - Inference - VGG19 - CPU
Kvazaar
ACES DGEMM
PyPerformance
TNN
Numpy Benchmark
Zstd Compression
GEGL
PyPerformance
WireGuard + Linux Networking Stack Stress Test
PyPerformance
GEGL
PyPerformance
Quantum ESPRESSO
RawTherapee
TNN
PostgreSQL pgbench:
  100 - 250 - Read Only
  100 - 250 - Read Only - Average Latency
Timed Wasmer Compilation
GNU Radio
Zstd Compression
x265
PostgreSQL pgbench
Zstd Compression
PostgreSQL pgbench:
  100 - 500 - Read Only - Average Latency
  100 - 500 - Read Write - Average Latency
  100 - 500 - Read Write
PyPerformance
OpenSSL
PyBench
Zstd Compression
PyPerformance
SVT-AV1
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v2
Zstd Compression:
  19 - Decompression Speed
  19, Long Mode - Decompression Speed
SVT-VP9:
  PSNR/SSIM Optimized - Bosphorus 1080p
  Visual Quality Optimized - Bosphorus 1080p
PyPerformance
POV-Ray
PyPerformance
SVT-HEVC
PyPerformance
SVT-HEVC
Zstd Compression
GROMACS
Appleseed
Timed Node.js Compilation
PlaidML
GNU Radio
ASTC Encoder:
  Exhaustive
  Thorough
NWChem
Blender:
  Pabellon Barcelona - CPU-Only
  BMW27 - CPU-Only
GNU Radio
Appleseed
OSPray
Intel Open Image Denoise
OpenSSL
GNU Radio
NAMD
OpenSSL
Timed Linux Kernel Compilation
Embree
GNU Octave Benchmark
OpenSSL
Embree
OpenSSL
PlaidML:
  No - Inference - NASNer Large - CPU
  No - Inference - DenseNet 201 - CPU
  No - Inference - Mobilenet - CPU
  No - Inference - IMDB LSTM - CPU
GNU Octave Benchmark
Nginx:
  Short Connection - 1000
  Short Connection - 500
  Long Connection - 1000
  Long Connection - 500
GNU Octave Benchmark
OCRMyPDF
Inkscape
Hugin
Timed Godot Game Engine Compilation
AOM AV1:
  Speed 10 Realtime - Bosphorus 4K
  Speed 9 Realtime - Bosphorus 4K
  Speed 8 Realtime - Bosphorus 4K
OSPray:
  Magnetic Reconnection - SciVis
  NASA Streamlines - SciVis
  San Miguel - SciVis
Chaos Group V-RAY
ONNX Runtime:
  super-resolution-10 - OpenMP CPU
  shufflenet-v2-10 - OpenMP CPU
  fcn-resnet101-11 - OpenMP CPU
  bertsquad-10 - OpenMP CPU
  yolov4 - OpenMP CPU
NCNN:
  CPU - regnety_400m
  CPU - squeezenet_ssd
  CPU - yolov4-tiny
  CPU - resnet50
  CPU - alexnet
  CPU - resnet18
  CPU - vgg16
  CPU - googlenet
  CPU - blazeface
  CPU - efficientnet-b0
  CPU - mnasnet
  CPU - shufflenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU-v2-v2 - mobilenet-v2
  CPU - mobilenet
Redis Memtier / Redis Benchmark
PostgreSQL pgbench:
  100 - 250 - Read Write - Average Latency
  100 - 250 - Read Write
VP9 libvpx Encoding
GNU Radio:
  Signal Source (Cosine)
  Five Back to Back FIR Filters
Zstd Compression:
  19, Long Mode - Compression Speed
  3 - Compression Speed
High Performance Conjugate Gradient

Ubuntu 21.10

Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 8 GB DDR4-3200MT/s HMA81GR7CJR8N-XN, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel 10G X550T

OS: Ubuntu 21.10, Kernel: 5.13.0-20-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1024x768

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114
Python Notes: Python 3.9.7
Security Notes: 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

Testing initiated at 20 October 2021 14:06 by user root.

Clear Linux 35150

Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T

OS: Clear Linux OS 35150, Kernel: 5.14.13-1083.native (x86_64), Desktop: GNOME Shell 41.0, Display Server: X Server 1.20.11, Compiler: GCC 11.2.1 20211015 releases/gcc-11.2.0-353-g6a936be4ad + Clang 11.1.0 + LLVM 11.1.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: always
Environment Notes: 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""
Compiler Notes: --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
Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114
Python Notes: Python 3.9.7
Security Notes: 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

Testing initiated at 21 October 2021 10:57 by user phoronix.

CentOS Stream

Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T

OS: CentOS Stream 8, Kernel: 4.18.0-348.el8.x86_64 (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server, Compiler: GCC 8.5.0 20210514, File-System: xfs, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --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 Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114
Python Notes: Python 3.6.8
Security Notes: 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

Testing initiated at 21 October 2021 20:04 by user .