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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AV1 2 Tests
BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
Timed Code Compilation 5 Tests
C/C++ Compiler Tests 10 Tests
CPU Massive 17 Tests
Creator Workloads 21 Tests
Encoding 7 Tests
Fortran Tests 3 Tests
Game Development 4 Tests
HPC - High Performance Computing 12 Tests
Imaging 4 Tests
Common Kernel Benchmarks 3 Tests
LAPACK (Linear Algebra Pack) Tests 2 Tests
Machine Learning 5 Tests
Molecular Dynamics 3 Tests
MPI Benchmarks 2 Tests
Multi-Core 24 Tests
NVIDIA GPU Compute 5 Tests
Intel oneAPI 3 Tests
OpenMPI Tests 4 Tests
Productivity 3 Tests
Programmer / Developer System Benchmarks 8 Tests
Python 3 Tests
Raytracing 2 Tests
Renderers 5 Tests
Scientific Computing 6 Tests
Server 2 Tests
Server CPU Tests 13 Tests
Single-Threaded 3 Tests
Video Encoding 7 Tests
Common Workstation Benchmarks 2 Tests

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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 Comparisonncnn: 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 - mobilenetgnuradio: Hilbert Transformgnuradio: FM Deemphasis Filtergnuradio: IIR Filtergnuradio: FIR Filtergnuradio: Signal Source (Cosine)gnuradio: Five Back to Back FIR Filtersplaidml: No - Inference - NASNer Large - CPUhpcg: redis: SETpgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 250 - Read Writewireguard: nwchem: C240 Buckyballredis: GETonnx: yolov4 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUplaidml: No - Inference - ResNet 50 - CPUplaidml: No - Inference - DenseNet 201 - CPUonnx: fcn-resnet101-11 - OpenMP CPUcompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedv-ray: CPUredis: MIXappleseed: Material Testerbuild-llvm: Unix Makefilestnn: CPU - DenseNetonnx: bertsquad-10 - OpenMP CPUqe: AUSURF112numpy: openssl: SHA256build-llvm: Ninjaplaidml: No - Inference - VGG16 - CPUpgbench: 100 - 500 - Read Write - Average Latencypgbench: 100 - 500 - Read Writepgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlyredis: LPUSH and LPOP: lpushcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8 - Decompression Speedvpxenc: Speed 5 - Bosphorus 4Kblender: Pabellon Barcelona - CPU-Onlypyperformance: raytracepyperformance: python_startupcompress-zstd: 8 - Compression Speedcompress-zstd: 3 - Decompression Speedcompress-zstd: 3 - Compression Speedplaidml: No - Inference - Mobilenet - CPUplaidml: No - Inference - VGG19 - CPUredis: LPUSH and LPOP: lpopopenssl: RSA4096openssl: RSA4096build-nodejs: Time To Compilepyperformance: gocompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedmt-dgemm: Sustained Floating-Point Ratecompress-zstd: 3, Long Mode - Decompression Speedbuild-linux-kernel: Time To Compilecompress-zstd: 3, Long Mode - Compression Speedgegl: Color Enhancepyperformance: crypto_pyaespyperformance: django_templatepyperformance: regex_compilegegl: Rotate 90 Degreesgromacs: MPI CPU - water_GMX50_bareappleseed: Disney Materialrawtherapee: Total Benchmark Timex265: Bosphorus 4Kpyperformance: floatbuild-wasmer: Time To Compilenamd: ATPase Simulation - 327,506 Atomspyperformance: pathlibgegl: Reflectblender: BMW27 - CPU-Onlypyperformance: pickle_pure_pythonospray: San Miguel - SciVispyperformance: nbodypyperformance: json_loadstnn: CPU - MobileNet v2pybench: Total For Average Test Timesnginx: Long Connection - 1000nginx: Long Connection - 500nginx: Short Connection - 1000nginx: Short Connection - 500openssl: openssl: tnn: CPU - SqueezeNet v1.1aom-av1: Speed 8 Realtime - Bosphorus 4Koidn: RT.hdr_alb_nrm.3840x2160inkscape: SVG Files To PNGospray: XFrog Forest - SciVishugin: Panorama Photo Assistant + Stitching Timekvazaar: Bosphorus 4K - Very Fastbuild-godot: Time To Compilegegl: Cropaom-av1: Speed 9 Realtime - Bosphorus 4Kplaidml: No - Inference - IMDB LSTM - CPUgegl: Scaleaom-av1: Speed 10 Realtime - Bosphorus 4Kastcenc: Exhaustivesvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 4Kocrmypdf: Processing 60 Page PDF Documentpovray: Trace Timesvt-vp9: Visual Quality Optimized - Bosphorus 1080pkvazaar: Bosphorus 4K - Ultra Fastoctave-benchmark: embree: Pathtracer ISPC - Crownembree: Pathtracer - Crownoctave-benchmark: octave-benchmark: astcenc: Thoroughospray: Magnetic Reconnection - SciVistnn: CPU - SqueezeNet v2ospray: NASA Streamlines - SciVissvt-hevc: 10 - Bosphorus 1080psvt-hevc: 7 - Bosphorus 1080pplaidml: No - Inference - IMDB LSTM - CPUUbuntu 21.10Clear Linux 35150CentOS Stream67.1258.7940.8467.7813.0129.1036.6353.4913.0138.3632.3425.8531.0732.8459.86438.7881.2708.8790.53737.8739.534.8293383801.554.88252720404.9961858.5309980.80271503852928.531913628.038.764272318221.71329.486118172.6922842.197448243.14437.0398548642883115.99833.988.492589000.29117191420.14517263191291673.494087.2184.43828.614.6976.984147.313228.33717.25872.430.361189084.421114763.817027.480.2532203560.178.122.4495263938.419.990163.749.84089.141.415136.2757.38948.47527549.93722.3098.443.8980.3041115.227.90226.2438883.3310920.3302.520866180785.84170340.6535835.8742141.951104066.217090.0251.70026.051.8017.4445.79126.2743.5227.77035.976.85839.629.3335404.9561.56111.6048.505350.9550.246.04067.501773.24775.047655.5662.076111.11539.63355.5364.9864.3442.0250.8514.5031.9945.5069.0111.0937.6329.4925.8929.9931.2545.461.5933.2841683056.484.64354550323.8071811.51018405.908.394.643922.641.566785895409.93333.786072329.0203325.438556.66103218599120228.69947.078.929560070.25020035530.12220536661300265.34758.1918.218.8175.104098.454782.84224.48081.616.5341.421358711.351113280.317010.42213863.898.129.4513904594971.135.91389.141.614631.1637.44845.92743640.83326.0098.30.3054713.523.36925.7637683.3311121.3320.6648811116179.517024.7319.4121.8217.2457.006.003703.764.8049.0497433.6266.8478.121359.6765.9367.362773.26104.0024.942955.5664.599111.11571.97366.0378.8778.6845.3753.4713.9235.1744.8965.5713.2743.8537.6027.8834.5037.7671.38442.5743.0679.6803.93293.0629.925.8894438576.823.82365500538355.75194406047838.141603893.214.166119499065.63334.758156160.6002735.694417299.48480.3889907498373113.04147.107.683650890.26019225470.1252000971845537.924403.8323.74057.313.5775.9651310.43538.13871.710117.141.73812968.831114116.916990.076.3952543803.882.129.1261524212.219.929327.329.41494.764.918029.2917.03746.74189524.7310637.0130.3053317.529.33726.0447083.3311722.9288.4339901107523.817076.6249.4861.8224.88417.2449.5329.54229.3549.4231401.7260.0637.894333.2965.2767.307673.13424.9304.854255.5658.701111.11559.53343.03OpenBenchmarking.org

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_400mCentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 3.30, N = 9SE +/- 1.73, N = 10SE +/- 1.87, N = 1278.8764.9867.12-pthread - MIN: 50.29 / MAX: 4995.28-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 51.79 / MAX: 1080.66MIN: 49.55 / MAX: 5490.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdCentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 9.93, N = 9SE +/- 3.58, N = 10SE +/- 2.10, N = 1278.6864.3458.79-pthread - MIN: 33.92 / MAX: 3875.07-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 28.06 / MAX: 2142.08MIN: 29.45 / MAX: 2730.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tinyCentOS StreamClear Linux 35150Ubuntu 21.101020304050SE +/- 2.48, N = 8SE +/- 4.00, N = 10SE +/- 2.11, N = 1245.3742.0240.84-pthread - MIN: 28.23 / MAX: 1463.77-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.79 / MAX: 241.71MIN: 27.21 / MAX: 1106.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50CentOS StreamClear Linux 35150Ubuntu 21.101530456075SE +/- 6.02, N = 9SE +/- 7.79, N = 10SE +/- 5.27, N = 1253.4750.8567.78-pthread - MIN: 29.79 / MAX: 1155.76-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.96 / MAX: 717.36MIN: 26.34 / MAX: 3411.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnetCentOS StreamClear Linux 35150Ubuntu 21.1048121620SE +/- 0.80, N = 9SE +/- 0.74, N = 10SE +/- 0.84, N = 1213.9214.5013.01-pthread - MIN: 7.31 / MAX: 34.4-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 7.26 / MAX: 361.12MIN: 6.66 / MAX: 628.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18CentOS StreamClear Linux 35150Ubuntu 21.10816243240SE +/- 5.38, N = 9SE +/- 2.74, N = 10SE +/- 1.95, N = 1235.1731.9929.10-pthread - MIN: 16.78 / MAX: 1484.79-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 14.92 / MAX: 514.42MIN: 14.81 / MAX: 1391.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16CentOS StreamClear Linux 35150Ubuntu 21.101020304050SE +/- 1.67, N = 9SE +/- 1.27, N = 10SE +/- 0.67, N = 1244.8945.5036.63-pthread - MIN: 33.79 / MAX: 1241.31-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 34.07 / MAX: 603.85MIN: 31.48 / MAX: 680.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenetCentOS StreamClear Linux 35150Ubuntu 21.101530456075SE +/- 5.35, N = 9SE +/- 4.13, N = 10SE +/- 2.35, N = 1265.5769.0153.49-pthread - MIN: 25.15 / MAX: 1318.82-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 23.65 / MAX: 2469.52MIN: 24.51 / MAX: 2810.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazefaceCentOS StreamClear Linux 35150Ubuntu 21.103691215SE +/- 0.77, N = 9SE +/- 0.22, N = 10SE +/- 0.70, N = 1213.2711.0913.01-pthread - MIN: 8.5 / MAX: 759.69-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 8.15 / MAX: 15.52MIN: 8.6 / MAX: 1097.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0CentOS StreamClear Linux 35150Ubuntu 21.101020304050SE +/- 2.45, N = 9SE +/- 0.78, N = 10SE +/- 1.20, N = 1243.8537.6338.36-pthread - MIN: 25.2 / MAX: 750.27-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 21.58 / MAX: 312.05MIN: 26.68 / MAX: 1636.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnetCentOS StreamClear Linux 35150Ubuntu 21.10918273645SE +/- 3.04, N = 9SE +/- 0.97, N = 10SE +/- 1.08, N = 1237.6029.4932.34-pthread - MIN: 19.51 / MAX: 2560.41-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 19.83 / MAX: 182.59MIN: 21.61 / MAX: 565.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v2CentOS StreamClear Linux 35150Ubuntu 21.10714212835SE +/- 1.52, N = 9SE +/- 0.52, N = 10SE +/- 1.02, N = 1227.8825.8925.85-pthread - MIN: 18.38 / MAX: 135.37-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 21.03 / MAX: 74.8MIN: 18.36 / MAX: 987.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v3CentOS StreamClear Linux 35150Ubuntu 21.10816243240SE +/- 2.47, N = 9SE +/- 1.53, N = 10SE +/- 0.84, N = 1234.5029.9931.07-pthread - MIN: 19.11 / MAX: 1942.12-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 17.85 / MAX: 1892.38MIN: 19.42 / MAX: 201.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v2CentOS StreamClear Linux 35150Ubuntu 21.10918273645SE +/- 2.52, N = 9SE +/- 1.53, N = 10SE +/- 0.86, N = 1237.7631.2532.84-pthread - MIN: 20.84 / MAX: 1217.23-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 20.45 / MAX: 1053.8MIN: 19.78 / MAX: 652.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenetCentOS StreamClear Linux 35150Ubuntu 21.101632486480SE +/- 7.84, N = 9SE +/- 7.31, N = 10SE +/- 4.27, N = 1271.3845.4659.86-pthread - MIN: 24.43 / MAX: 1511.99-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 22.22 / MAX: 1944.56MIN: 22.8 / MAX: 1476.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FM Deemphasis FilterCentOS StreamUbuntu 21.102004006008001000SE +/- 4.44, N = 9SE +/- 6.05, N = 3743.0881.21. CentOS Stream: 3.8.0.02. Ubuntu 21.10: 3.8.2.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: IIR FilterCentOS StreamUbuntu 21.10150300450600750SE +/- 5.22, N = 9SE +/- 0.37, N = 3679.6708.81. CentOS Stream: 3.8.0.02. Ubuntu 21.10: 3.8.2.0

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

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Signal Source (Cosine)CentOS StreamUbuntu 21.108001600240032004000SE +/- 77.18, N = 9SE +/- 17.16, N = 33293.03737.81. CentOS Stream: 3.8.0.02. Ubuntu 21.10: 3.8.2.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Five Back to Back FIR FiltersCentOS StreamUbuntu 21.10160320480640800SE +/- 23.40, N = 9SE +/- 2.95, N = 3629.9739.51. CentOS Stream: 3.8.0.02. Ubuntu 21.10: 3.8.2.0

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.

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 3.1CentOS StreamClear Linux 35150Ubuntu 21.10816243240SE +/- 0.62, N = 12SE +/- 0.71, N = 11SE +/- 0.14, N = 325.8933.2834.83-pthread -lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi

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: SETCentOS StreamClear Linux 35150Ubuntu 21.10150K300K450K600K750KSE +/- 14596.67, N = 12SE +/- 5047.54, N = 12SE +/- 19493.33, N = 12438576.82683056.48383801.551. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc83. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3984. 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

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.

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.

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: GETCentOS StreamClear Linux 35150Ubuntu 21.10200K400K600K800K1000KSE +/- 4021.65, N = 10SE +/- 9977.44, N = 12SE +/- 3124.18, N = 3538355.751018405.90309980.801. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc83. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3984. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

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: yolov4 - Device: OpenMP CPUCentOS StreamUbuntu 21.1060120180240300SE +/- 4.99, N = 12SE +/- 4.10, N = 121942711. (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

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: shufflenet-v2-10 - Device: OpenMP CPUCentOS StreamUbuntu 21.1011002200330044005500SE +/- 252.20, N = 12SE +/- 155.87, N = 12406050381. (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: super-resolution-10 - Device: OpenMP CPUCentOS StreamUbuntu 21.1011002200330044005500SE +/- 203.48, N = 12SE +/- 156.25, N = 9478352921. (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

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: CPUCentOS StreamClear Linux 35150Ubuntu 21.10246810SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 38.148.398.53

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.

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: fcn-resnet101-11 - Device: OpenMP CPUCentOS StreamUbuntu 21.104080120160200SE +/- 3.22, N = 12SE +/- 1.77, N = 71601911. (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

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 - Decompression SpeedCentOS StreamClear Linux 35150Ubuntu 21.108001600240032004000SE +/- 10.20, N = 15SE +/- 5.05, N = 3SE +/- 10.26, N = 153893.23922.63628.01. 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 ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedCentOS StreamClear Linux 35150Ubuntu 21.10918273645SE +/- 0.29, N = 15SE +/- 0.35, N = 3SE +/- 0.48, N = 1514.141.538.71. 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 ***

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: CPUCentOS StreamClear Linux 35150Ubuntu 21.1014K28K42K56K70KSE +/- 738.55, N = 3SE +/- 1288.09, N = 12SE +/- 1753.86, N = 12661196678564272

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: MIXCentOS StreamClear Linux 35150Ubuntu 21.10200K400K600K800K1000KSE +/- 4417.87, N = 3SE +/- 15439.80, N = 9SE +/- 2160.46, N = 3499065.63895409.93318221.711. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc83. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3984. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

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 TesterCentOS StreamClear Linux 35150Ubuntu 21.1070140210280350334.76333.79329.49

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 StreamClear Linux 35150Ubuntu 21.1070140210280350SE +/- 0.88, N = 3SE +/- 0.75, N = 3SE +/- 0.08, N = 3160.60329.02172.69

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 StreamClear Linux 35150Ubuntu 21.107001400210028003500SE +/- 8.98, N = 3SE +/- 0.84, N = 3SE +/- 4.39, N = 32735.693325.442842.20MIN: 2699.84 / MAX: 2872.7-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3276.19 / MAX: 3391.4MIN: 2742.82 / MAX: 3539.141. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

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: bertsquad-10 - Device: OpenMP CPUCentOS StreamUbuntu 21.10100200300400500SE +/- 12.36, N = 12SE +/- 6.37, N = 34174481. (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

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: AUSURF112CentOS StreamUbuntu 21.1070140210280350SE +/- 0.80, N = 3SE +/- 0.28, N = 3299.48243.14-pthread-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz1. (F9X) gfortran options: -ldevXlib -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -lmpi_usempif08 -lmpi_mpifh -lmpi

Input: AUSURF112

Clear Linux 35150: Test failed to run.

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 BenchmarkCentOS StreamClear Linux 35150Ubuntu 21.10120240360480600SE +/- 1.60, N = 3SE +/- 0.88, N = 3SE +/- 1.06, N = 3480.38556.66437.03

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: SHA256CentOS StreamClear Linux 35150Ubuntu 21.1020000M40000M60000M80000M100000MSE +/- 1160628126.12, N = 3SE +/- 155150645.70, N = 3SE +/- 37689879.19, N = 38990749837310321859912098548642883-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

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: NinjaCentOS StreamClear Linux 35150Ubuntu 21.1050100150200250SE +/- 1.28, N = 4SE +/- 2.02, N = 3SE +/- 0.41, N = 3113.04228.70116.00

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

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 Write - Average LatencyCentOS StreamClear Linux 35150Ubuntu 21.10246810SE +/- 0.050, N = 3SE +/- 0.087, N = 3SE +/- 0.119, N = 37.6838.9298.492-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: 500 - Mode: Read WriteCentOS StreamClear Linux 35150Ubuntu 21.1014K28K42K56K70KSE +/- 427.26, N = 3SE +/- 548.57, N = 3SE +/- 818.76, N = 3650895600758900-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.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyCentOS StreamClear Linux 35150Ubuntu 21.100.06550.1310.19650.2620.3275SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2600.2500.291-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: 500 - Mode: Read OnlyCentOS StreamClear Linux 35150Ubuntu 21.10400K800K1200K1600K2000KSE +/- 5113.94, N = 3SE +/- 7404.19, N = 3SE +/- 5531.30, N = 3192254720035531719142-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.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyCentOS StreamClear Linux 35150Ubuntu 21.100.03260.06520.09780.13040.163SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 30.1250.1220.145-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 OnlyCentOS StreamClear Linux 35150Ubuntu 21.10400K800K1200K1600K2000KSE +/- 4608.10, N = 3SE +/- 20119.29, N = 3SE +/- 21431.80, N = 3200097120536661726319-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

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: lpushCentOS StreamClear Linux 35150Ubuntu 21.10300K600K900K1200K1500KSE +/- 9357.11, N = 3SE +/- 15753.94, N = 3SE +/- 16158.55, N = 14845537.921300265.301291673.491. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc83. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3984. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

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 SpeedCentOS StreamClear Linux 35150Ubuntu 21.1010002000300040005000SE +/- 3.67, N = 15SE +/- 3.11, N = 15SE +/- 23.42, N = 34403.84758.14087.21. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***3. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedCentOS StreamClear Linux 35150Ubuntu 21.102004006008001000SE +/- 2.34, N = 15SE +/- 11.06, N = 15SE +/- 1.53, N = 3323.7918.2184.41. 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 ***

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 ***

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 4KCentOS StreamClear Linux 35150Ubuntu 21.10510152025SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.45, N = 1513.5718.8114.69-U_FORTIFY_SOURCE-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake-U_FORTIFY_SOURCE1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11

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-OnlyCentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 375.9675.1076.98

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: raytraceCentOS StreamClear Linux 35150Ubuntu 21.10110220330440550SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3513409414

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupCentOS StreamClear Linux 35150Ubuntu 21.103691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 310.408.457.31

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 SpeedCentOS StreamClear Linux 35150Ubuntu 21.1010002000300040005000SE +/- 24.96, N = 3SE +/- 35.88, N = 3SE +/- 34.72, N = 153538.14782.83228.31. 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 ***

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

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 ***

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: 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: VGG19 - Device: CPUCentOS StreamClear Linux 35150Ubuntu 21.101020304050SE +/- 0.28, N = 3SE +/- 0.01, N = 3SE +/- 0.24, N = 341.7341.4230.36

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: lpopCentOS StreamClear Linux 35150Ubuntu 21.10300K600K900K1200K1500KSE +/- 1389.78, N = 3SE +/- 12884.54, N = 6SE +/- 6262.88, N = 3812968.831358711.351189084.421. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc83. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3984. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

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: RSA4096CentOS StreamClear Linux 35150Ubuntu 21.10200K400K600K800K1000KSE +/- 80.23, N = 3SE +/- 161.41, N = 3SE +/- 385.98, N = 31114116.91113280.31114763.8-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096CentOS StreamClear Linux 35150Ubuntu 21.104K8K12K16K20KSE +/- 13.43, N = 3SE +/- 2.67, N = 3SE +/- 15.36, N = 316990.017010.417027.4-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

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.

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: goCentOS StreamClear Linux 35150Ubuntu 21.1060120180240300SE +/- 0.00, N = 3SE +/- 0.33, N = 3254221220

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 SpeedCentOS StreamClear Linux 35150Ubuntu 21.108001600240032004000SE +/- 7.36, N = 3SE +/- 5.13, N = 3SE +/- 17.07, N = 33803.83863.83560.11. 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 ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedCentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 0.40, N = 3SE +/- 0.81, N = 3SE +/- 0.90, N = 382.198.178.11. 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 ***

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 RateCentOS StreamClear Linux 35150Ubuntu 21.10714212835SE +/- 0.21, N = 15SE +/- 0.42, N = 15SE +/- 0.30, N = 1529.1329.4522.45-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -march=native -fopenmp

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 SpeedCentOS StreamClear Linux 35150Ubuntu 21.1010002000300040005000SE +/- 4.77, N = 4SE +/- 38.54, N = 34212.24594.03938.41. 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 ***

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.

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 SpeedCentOS StreamClear Linux 35150Ubuntu 21.102004006008001000SE +/- 4.00, N = 4SE +/- 0.66, N = 3SE +/- 1.37, N = 3327.3971.1163.71. 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 ***

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

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_pyaesCentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 394.789.189.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateCentOS StreamClear Linux 35150Ubuntu 21.101428425670SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 364.941.641.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileCentOS StreamClear Linux 35150Ubuntu 21.104080120160200SE +/- 0.00, N = 3SE +/- 0.00, N = 3180146151

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

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_bareCentOS StreamClear Linux 35150Ubuntu 21.10246810SE +/- 0.035, N = 3SE +/- 0.030, N = 3SE +/- 0.029, N = 37.0377.4487.389-pthread-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 MaterialCentOS StreamClear Linux 35150Ubuntu 21.10112233445546.7445.9348.48

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.

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 4KCentOS StreamClear Linux 35150Ubuntu 21.10612182430SE +/- 0.20, N = 3SE +/- 0.13, N = 3SE +/- 0.23, N = 524.7326.0022.30-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lnuma-lnuma1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

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: floatCentOS StreamClear Linux 35150Ubuntu 21.1020406080100SE +/- 0.17, N = 3SE +/- 0.00, N = 3106.098.398.4

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.

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 AtomsCentOS StreamClear Linux 35150Ubuntu 21.100.06870.13740.20610.27480.3435SE +/- 0.00024, N = 3SE +/- 0.00017, N = 3SE +/- 0.00022, N = 30.305330.305470.30411

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: pathlibCentOS StreamClear Linux 35150Ubuntu 21.1048121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 317.513.515.2

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: ReflectCentOS StreamClear Linux 35150Ubuntu 21.10714212835SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 329.3423.3727.90

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: BMW27 - Compute: CPU-OnlyCentOS StreamClear Linux 35150Ubuntu 21.10612182430SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 326.0425.7626.24

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_pythonCentOS StreamClear Linux 35150Ubuntu 21.10100200300400500SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3470376388

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: 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

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: nbodyCentOS StreamClear Linux 35150Ubuntu 21.10306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3117111109

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsCentOS StreamClear Linux 35150Ubuntu 21.10510152025SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 322.921.320.3

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 StreamClear Linux 35150Ubuntu 21.1070140210280350SE +/- 0.22, N = 3SE +/- 0.30, N = 3SE +/- 3.36, N = 3288.43320.66302.52MIN: 286.43 / MAX: 332.5-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 317.51 / MAX: 351.18MIN: 292.01 / MAX: 381.491. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -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 TimesCentOS StreamClear Linux 35150Ubuntu 21.102004006008001000SE +/- 1.20, N = 3SE +/- 3.51, N = 3SE +/- 1.67, N = 3990881866

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: 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.

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.

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 BetterOpenSSLCentOS StreamClear Linux 35150Ubuntu 21.10200K400K600K800K1000KSE +/- 1384.47, N = 3SE +/- 113.24, N = 3SE +/- 630.46, N = 31107523.81116179.51104066.21. CentOS Stream: OpenSSL 1.1.1k FIPS 25 Mar 20212. Clear Linux 35150: OpenSSL 1.1.1l 24 Aug 20213. Ubuntu 21.10: OpenSSL 1.1.1l 24 Aug 2021

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLCentOS StreamClear Linux 35150Ubuntu 21.104K8K12K16K20KSE +/- 10.96, N = 3SE +/- 1.19, N = 3SE +/- 13.83, N = 317076.617024.717090.01. CentOS Stream: OpenSSL 1.1.1k FIPS 25 Mar 20212. Clear Linux 35150: OpenSSL 1.1.1l 24 Aug 20213. Ubuntu 21.10: OpenSSL 1.1.1l 24 Aug 2021

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 StreamClear Linux 35150Ubuntu 21.1070140210280350SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3249.49319.41251.70MIN: 249.1 / MAX: 252.77-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 319.14 / MAX: 320MIN: 251.29 / MAX: 253.111. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

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 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.

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

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.

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: SciVisCentOS StreamClear Linux 35150Ubuntu 21.1048121620SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 317.2417.2417.44MIN: 12.5 / MAX: 17.54MIN: 14.49 / MAX: 17.54MIN: 14.71 / MAX: 17.54

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.

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 FastCentOS StreamClear Linux 35150Ubuntu 21.101326395265SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 349.5357.0026.27-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

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.

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: CropCentOS StreamClear Linux 35150Ubuntu 21.10714212835SE +/- 0.122, N = 3SE +/- 0.033, N = 3SE +/- 0.031, N = 329.5426.0037.770

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 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.

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: 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.

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: ScaleCentOS StreamClear Linux 35150Ubuntu 21.10714212835SE +/- 0.030, N = 3SE +/- 0.049, N = 3SE +/- 0.044, N = 329.3544.8046.858

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.

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: ExhaustiveCentOS StreamClear Linux 35150Ubuntu 21.103691215SE +/- 0.0435, N = 3SE +/- 0.0320, N = 3SE +/- 0.0011, N = 39.42319.04979.3335-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -flto -pthread

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 1080pCentOS StreamClear Linux 35150Ubuntu 21.1090180270360450SE +/- 3.86, N = 15SE +/- 4.96, N = 15SE +/- 5.36, N = 12401.72433.62404.95-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-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 4KCentOS StreamClear Linux 35150Ubuntu 21.101530456075SE +/- 0.24, N = 3SE +/- 0.09, N = 3SE +/- 0.27, N = 360.0666.8561.56-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

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

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

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: Visual Quality Optimized - Input: Bosphorus 1080pCentOS StreamClear Linux 35150Ubuntu 21.1080160240320400SE +/- 2.64, N = 15SE +/- 4.31, N = 4SE +/- 2.47, N = 12333.29359.67350.95-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

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 FastCentOS StreamClear Linux 35150Ubuntu 21.101530456075SE +/- 0.54, N = 3SE +/- 0.29, N = 3SE +/- 0.09, N = 365.2765.9350.24-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

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

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: CrownCentOS StreamClear Linux 35150Ubuntu 21.101530456075SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 367.3167.3667.50MIN: 65.88 / MAX: 69.89MIN: 66.09 / MAX: 69.49MIN: 66.15 / MAX: 69.7

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownCentOS StreamClear Linux 35150Ubuntu 21.101632486480SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 373.1373.2673.25MIN: 71.52 / MAX: 75.78MIN: 71.57 / MAX: 75.62MIN: 71.54 / MAX: 75.84

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.

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 +/- 0.017, N = 54.930

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

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: DenseNet 201 - 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.

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: 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

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

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 v2CentOS StreamClear Linux 35150Ubuntu 21.101428425670SE +/- 0.67, N = 4SE +/- 0.30, N = 3SE +/- 0.11, N = 358.7064.6062.08MIN: 57.13 / MAX: 60.65-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 64.13 / MAX: 65.38MIN: 61.81 / MAX: 62.451. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

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: 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

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 1080pCentOS StreamClear Linux 35150Ubuntu 21.10120240360480600SE +/- 6.45, N = 4SE +/- 5.39, N = 7SE +/- 3.94, N = 3559.53571.97539.63-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pCentOS StreamClear Linux 35150Ubuntu 21.1080160240320400SE +/- 2.78, N = 3SE +/- 2.14, N = 3SE +/- 3.71, N = 3343.03366.03355.53-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

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: 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.

136 Results Shown

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
GNU Radio:
  Hilbert Transform
  FM Deemphasis Filter
  IIR Filter
  FIR Filter
  Signal Source (Cosine)
  Five Back to Back FIR Filters
PlaidML
High Performance Conjugate Gradient
Redis Memtier / Redis Benchmark
PostgreSQL pgbench:
  100 - 250 - Read Write - Average Latency
  100 - 250 - Read Write
WireGuard + Linux Networking Stack Stress Test
NWChem
Redis Memtier / Redis Benchmark
ONNX Runtime:
  yolov4 - OpenMP CPU
  shufflenet-v2-10 - OpenMP CPU
  super-resolution-10 - OpenMP CPU
PlaidML:
  No - Inference - ResNet 50 - CPU
  No - Inference - DenseNet 201 - CPU
ONNX Runtime
Zstd Compression:
  19, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
Chaos Group V-RAY
Redis Memtier / Redis Benchmark
Appleseed
Timed LLVM Compilation
TNN
ONNX Runtime
Quantum ESPRESSO
Numpy Benchmark
OpenSSL
Timed LLVM Compilation
PlaidML
PostgreSQL pgbench:
  100 - 500 - Read Write - Average Latency
  100 - 500 - Read Write
  100 - 500 - Read Only - Average Latency
  100 - 500 - Read Only
  100 - 250 - Read Only - Average Latency
  100 - 250 - Read Only
Redis Memtier / Redis Benchmark
Zstd Compression:
  8, Long Mode - Decompression Speed
  8, Long Mode - Compression Speed
  8 - Decompression Speed
VP9 libvpx Encoding
Blender
PyPerformance:
  raytrace
  python_startup
Zstd Compression:
  8 - Compression Speed
  3 - Decompression Speed
  3 - Compression Speed
PlaidML:
  No - Inference - Mobilenet - CPU
  No - Inference - VGG19 - CPU
Redis Memtier / Redis Benchmark
OpenSSL:
  RSA4096:
    verify/s
    sign/s
Timed Node.js Compilation
PyPerformance
Zstd Compression:
  19 - Decompression Speed
  19 - Compression Speed
ACES DGEMM
Zstd Compression
Timed Linux Kernel Compilation
Zstd Compression
GEGL
PyPerformance:
  crypto_pyaes
  django_template
  regex_compile
GEGL
GROMACS
Appleseed
RawTherapee
x265
PyPerformance
Timed Wasmer Compilation
NAMD
PyPerformance
GEGL
Blender
PyPerformance
OSPray
PyPerformance:
  nbody
  json_loads
TNN
PyBench
Nginx:
  Long Connection - 1000
  Long Connection - 500
  Short Connection - 1000
  Short Connection - 500
OpenSSL:
 
 
TNN
AOM AV1
Intel Open Image Denoise
Inkscape
OSPray
Hugin
Kvazaar
Timed Godot Game Engine Compilation
GEGL
AOM AV1
PlaidML
GEGL
AOM AV1
ASTC Encoder
SVT-VP9
SVT-AV1
OCRMyPDF
POV-Ray
SVT-VP9
Kvazaar
GNU Octave Benchmark
Embree:
  Pathtracer ISPC - Crown
  Pathtracer - Crown
GNU Octave Benchmark:
 
 
ASTC Encoder
OSPray
TNN
OSPray
SVT-HEVC:
  10 - Bosphorus 1080p
  7 - Bosphorus 1080p

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 .