Testing Security

Intel Core i7-8565U testing with a Dell 0KTW76 (1.17.0 BIOS) and Intel UHD 620 WHL GT2 3GB on Ubuntu 21.10 via the Phoronix Test Suite.

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Testing SecurityOpenBenchmarking.orgPhoronix Test SuiteIntel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads)Dell 0KTW76 (1.16.1 BIOS)Dell 0KTW76 (1.17.0 BIOS)Intel Cannon Point-LP16GBSK hynix PC401 NVMe 256GBIntel UHD 620 WHL GT2 3GB (1150MHz)Realtek ALC3271Qualcomm Atheros QCA6174 802.11acUbuntu 21.105.13.0-27-generic (x86_64)GNOME Shell 40.5X Server + Wayland4.6 Mesa 21.2.21.2.182GCC 11.2.0ext41920x1080ProcessorMotherboardsChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionTesting Security BenchmarksSystem Logs- Transparent Huge Pages: madvise- --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 - 1.16.1: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xea - Thermald 2.4.6 - 1.17.0: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xec - Thermald 2.4.6 - Python 3.9.7- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Mitigation of Clear buffers; SMT vulnerable + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

1.16.1 vs. 1.17.0 ComparisonPhoronix Test SuiteBaseline+2.9%+2.9%+5.8%+5.8%+8.7%+8.7%+11.6%+11.6%11.6%6.1%2.4%2%AllC.1.1.bIO_uring4.6%Jetstream 2 - Firefox3.1%1D.R2.1%W.i - Firefox2.1%Socket ActivityJPEG XL Decoding libjxllibgav1Stress-NGSeleniumJPEG XL Decoding libjxl7-Zip CompressionSeleniumStress-NG1.16.11.17.0

Testing Securitylibgav1: Chimera 1080p 10-bitselenium: Jetstream 2 - Firefoxjpegxl-decode: 1selenium: WASM imageConvolute - Firefoxsrsran: OFDM_Teststress-ng: Semaphoresjpegxl: JPEG - 8selenium: WASM collisionDetection - Firefoxpyhpc: CPU - JAX - 4194304 - Equation of Statelibgav1: Chimera 1080pjpegxl: PNG - 8ctx-clock: Context Switch Timepyhpc: CPU - Aesara - 4194304 - Isoneutral Mixingstargate: 44100 - 512ddnet: 1920 x 1080 - Fullscreen - OpenGL 3.3 - Default - Multeasymapbuild-ffmpeg: Time To Compilelibgav1: Summer Nature 4Kaom-av1: Speed 10 Realtime - Bosphorus 1080psrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMpyhpc: CPU - PyTorch - 4194304 - Equation of Stateselenium: Kraken - Google Chromepyhpc: CPU - Numba - 4194304 - Equation of Statepybench: Total For Average Test Timesselenium: Jetstream 2 - Google Chromeselenium: Kraken - Firefoxpyhpc: CPU - TensorFlow - 4194304 - Equation of Statestargate: 44100 - 1024selenium: StyleBench - Firefoxpyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixingstress-ng: Memory Copyingetcpak: DXT1selenium: PSPDFKit WASM - Google Chromeselenium: PSPDFKit WASM - Firefoxddnet: 1920 x 1080 - Fullscreen - OpenGL 3.3 - Default - RaiNyMore2draco: Liondraco: Church Facadepyhpc: CPU - Aesara - 4194304 - Equation of Statestress-ng: Mallocpyhpc: CPU - JAX - 4194304 - Isoneutral Mixingpyhpc: CPU - Numba - 4194304 - Isoneutral Mixingsrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMpyhpc: CPU - Numpy - 4194304 - Equation of Statepyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingopenjpeg: NASA Curiosity Panorama M34build-linux-kernel: defconfigphpbench: PHP Benchmark Suitesrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMselenium: WASM imageConvolute - Google Chromeselenium: WASM collisionDetection - Google Chromeetcpak: ETC2selenium: StyleBench - Google Chromestress-ng: Context Switchingstress-ng: Socket Activitystress-ng: CPU Cachestress-ng: IO_uringcompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingaom-av1: Speed 9 Realtime - Bosphorus 1080paom-av1: Speed 10 Realtime - Bosphorus 4Kaom-av1: Speed 9 Realtime - Bosphorus 4Kjpegxl-decode: Alllibgav1: Summer Nature 1080p1.16.11.17.030.0876.74749.3533.8107433333547618.5922.96591.50.059117.660.683372.0891.080276218.17180.93736.3886.50354.1140.30.108891.80.2491067120.8611264.70.1581.11415587.32.274785.031238.81636103266103.737656133890.34317160243.671.2121.51855.91.8713.28079537308.365736933110.247.72394.00176.65529.01109526.733324.01169.3932030.85185142340873.9625.0022.53123.72144.6731.9174.46950.5134.5109500000557793.1823.38581.00.058119.550.673422.1191.094749220.87178.81635.9887.36357.4141.60.109884.60.2471075121.7181256.50.1591.12083086.82.261789.461245.78635913279103.337683133480.34417208310.371.2091.52156.01.8683.27579629308.033737631110.147.69394.24176.69029.01129346.793391.41171.5030610.29181292356473.9625.0622.82138.04145.81OpenBenchmarking.org

DDraceNetwork

OpenBenchmarking.orgMilliseconds, Fewer Is BetterDDraceNetwork 15.8.1Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap - Total Frame Time1.16.11.17.048121620Min: 2 / Avg: 4.62 / Max: 14.2Min: 2.94 / Avg: 4.56 / Max: 14.991. (CXX) g++ options: -O3 -lrt -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterDDraceNetwork 15.8.1Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore2 - Total Frame Time1.16.11.17.0510152025Min: 3.31 / Avg: 9.85 / Max: 18.74Min: 5.52 / Avg: 9.75 / Max: 21.351. (CXX) g++ options: -O3 -lrt -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

libgav1

Libgav1 is an AV1 decoder developed by Google for AV1 profile 0/1 compliance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.17Video Input: Chimera 1080p 10-bit1.16.11.17.0714212835SE +/- 0.34, N = 3SE +/- 0.12, N = 330.0831.911. (CXX) g++ options: -O3 -lrt

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Firefox1.16.11.17.020406080100SE +/- 0.16, N = 3SE +/- 0.54, N = 376.7574.471. firefox 96.0.1

JPEG XL Decoding libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is suited for JPEG XL decode performance testing to PNG output file, the pts/jpexl test is for encode performance. The JPEG XL encoding/decoding is done using the libjxl codebase. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.6.1CPU Threads: 11.16.11.17.01122334455SE +/- 0.06, N = 3SE +/- 0.03, N = 349.3550.51

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Firefox1.16.11.17.0816243240SE +/- 0.07, N = 3SE +/- 0.36, N = 1533.834.51. firefox 96.0.1

srsRAN

srsRAN is an open-source LTE/5G software radio suite created by Software Radio Systems (SRS). The srsRAN radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples / Second, More Is BettersrsRAN 21.10Test: OFDM_Test1.16.11.17.020M40M60M80M100MSE +/- 1192103.65, N = 3SE +/- 1527525.23, N = 31074333331095000001. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lbladeRF -lpthread -lm -lfftw3f -lmbedcrypto

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Semaphores1.16.11.17.0120K240K360K480K600KSE +/- 4307.61, N = 10SE +/- 6048.40, N = 3547618.59557793.181. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lsctp -lz -ldl -pthread -lc -latomic

JPEG XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 81.16.11.17.0612182430SE +/- 0.02, N = 3SE +/- 0.02, N = 322.9623.381. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Firefox1.16.11.17.0130260390520650SE +/- 5.76, N = 15SE +/- 5.31, N = 15591.5581.01. firefox 96.0.1

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State1.16.11.17.00.01330.02660.03990.05320.0665SE +/- 0.001, N = 3SE +/- 0.001, N = 40.0590.058

libgav1

Libgav1 is an AV1 decoder developed by Google for AV1 profile 0/1 compliance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.17Video Input: Chimera 1080p1.16.11.17.0306090120150SE +/- 1.24, N = 15SE +/- 1.44, N = 15117.66119.551. (CXX) g++ options: -O3 -lrt

JPEG XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 81.16.11.17.00.1530.3060.4590.6120.765SE +/- 0.00, N = 3SE +/- 0.00, N = 30.680.671. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

ctx_clock

Ctx_clock is a simple test program to measure the context switch time in clock cycles. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgClocks, Fewer Is Betterctx_clockContext Switch Time1.16.11.17.070140210280350SE +/- 0.67, N = 3SE +/- 0.33, N = 3337342

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing1.16.11.17.00.47680.95361.43041.90722.384SE +/- 0.001, N = 3SE +/- 0.012, N = 32.0892.119

Stargate Digital Audio Workstation

Stargate is an open-source, cross-platform digital audio workstation (DAW) software package with "a unique and carefully curated experience" with scalability from old systems up through modern multi-core systems. Stargate is GPLv3 licensed and makes use of Qt5 (PyQt5) for its user-interface. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 44100 - Buffer Size: 5121.16.11.17.00.24630.49260.73890.98521.2315SE +/- 0.004087, N = 3SE +/- 0.012524, N = 41.0802761.0947491. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

DDraceNetwork

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 15.8.1Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap1.16.11.17.050100150200250SE +/- 2.64, N = 3SE +/- 1.69, N = 3218.17220.871. (CXX) g++ options: -O3 -lrt -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

Timed FFmpeg Compilation

This test times how long it takes to build the FFmpeg multimedia library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.4Time To Compile1.16.11.17.04080120160200SE +/- 0.40, N = 3SE +/- 1.24, N = 3180.94178.82

libgav1

Libgav1 is an AV1 decoder developed by Google for AV1 profile 0/1 compliance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.17Video Input: Summer Nature 4K1.16.11.17.0816243240SE +/- 0.30, N = 3SE +/- 0.26, N = 1536.3835.981. (CXX) g++ options: -O3 -lrt

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 1080p1.16.11.17.020406080100SE +/- 0.74, N = 3SE +/- 0.86, N = 386.5087.361. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

srsRAN

srsRAN is an open-source LTE/5G software radio suite created by Software Radio Systems (SRS). The srsRAN radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 21.10Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM1.16.11.17.080160240320400SE +/- 1.98, N = 3SE +/- 0.56, N = 3354.1357.41. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lbladeRF -lpthread -lm -lfftw3f -lmbedcrypto

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 21.10Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM1.16.11.17.0306090120150SE +/- 0.59, N = 3SE +/- 0.32, N = 3140.3141.61. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lbladeRF -lpthread -lm -lfftw3f -lmbedcrypto

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State1.16.11.17.00.02450.0490.07350.0980.1225SE +/- 0.001, N = 3SE +/- 0.002, N = 30.1080.109

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google Chrome1.16.11.17.02004006008001000SE +/- 4.04, N = 3SE +/- 0.23, N = 3891.8884.61. chrome 97.0.4692.99

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State1.16.11.17.00.0560.1120.1680.2240.28SE +/- 0.002, N = 3SE +/- 0.000, N = 30.2490.247

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 Times1.16.11.17.02004006008001000SE +/- 1.76, N = 3SE +/- 5.36, N = 310671075

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google Chrome1.16.11.17.0306090120150SE +/- 1.22, N = 3SE +/- 0.15, N = 3120.86121.721. chrome 97.0.4692.99

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Firefox1.16.11.17.030060090012001500SE +/- 4.49, N = 3SE +/- 5.53, N = 31264.71256.51. firefox 96.0.1

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State1.16.11.17.00.03580.07160.10740.14320.179SE +/- 0.000, N = 3SE +/- 0.001, N = 30.1580.159

Stargate Digital Audio Workstation

Stargate is an open-source, cross-platform digital audio workstation (DAW) software package with "a unique and carefully curated experience" with scalability from old systems up through modern multi-core systems. Stargate is GPLv3 licensed and makes use of Qt5 (PyQt5) for its user-interface. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 44100 - Buffer Size: 10241.16.11.17.00.25220.50440.75661.00881.261SE +/- 0.014824, N = 3SE +/- 0.003429, N = 31.1141551.1208301. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: Firefox1.16.11.17.020406080100SE +/- 0.52, N = 3SE +/- 0.34, N = 387.386.81. firefox 96.0.1

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing1.16.11.17.00.51171.02341.53512.04682.5585SE +/- 0.010, N = 3SE +/- 0.019, N = 82.2742.261

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Memory Copying1.16.11.17.02004006008001000SE +/- 4.35, N = 3SE +/- 4.76, N = 3785.03789.461. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lsctp -lz -ldl -pthread -lc -latomic

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: DXT11.16.11.17.030060090012001500SE +/- 0.19, N = 3SE +/- 1.46, N = 31238.821245.791. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google Chrome1.16.11.17.08001600240032004000SE +/- 2.65, N = 3SE +/- 6.08, N = 3361035911. chrome 97.0.4692.99

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Firefox1.16.11.17.07001400210028003500SE +/- 2.00, N = 3SE +/- 2.65, N = 3326632791. firefox 96.0.1

DDraceNetwork

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 15.8.1Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore21.16.11.17.020406080100SE +/- 1.08, N = 3SE +/- 0.52, N = 3103.73103.331. (CXX) g++ options: -O3 -lrt -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

Google Draco

Draco is a library developed by Google for compressing/decompressing 3D geometric meshes and point clouds. This test profile uses some Artec3D PLY models as the sample 3D model input formats for Draco compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.5.0Model: Lion1.16.11.17.016003200480064008000SE +/- 84.31, N = 3SE +/- 54.08, N = 3765676831. (CXX) g++ options: -O3

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.5.0Model: Church Facade1.16.11.17.03K6K9K12K15KSE +/- 31.10, N = 3SE +/- 11.39, N = 313389133481. (CXX) g++ options: -O3

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State1.16.11.17.00.07740.15480.23220.30960.387SE +/- 0.000, N = 3SE +/- 0.001, N = 30.3430.344

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Malloc1.16.11.17.04M8M12M16M20MSE +/- 38900.79, N = 3SE +/- 3736.12, N = 317160243.6717208310.371. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lsctp -lz -ldl -pthread -lc -latomic

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing1.16.11.17.00.27270.54540.81811.09081.3635SE +/- 0.003, N = 3SE +/- 0.001, N = 31.2121.209

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing1.16.11.17.00.34220.68441.02661.36881.711SE +/- 0.001, N = 3SE +/- 0.003, N = 31.5181.521

srsRAN

srsRAN is an open-source LTE/5G software radio suite created by Software Radio Systems (SRS). The srsRAN radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 21.10Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM1.16.11.17.01326395265SE +/- 0.13, N = 3SE +/- 0.12, N = 355.956.01. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lbladeRF -lpthread -lm -lfftw3f -lmbedcrypto

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State1.16.11.17.00.4210.8421.2631.6842.105SE +/- 0.001, N = 3SE +/- 0.001, N = 31.8711.868

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing1.16.11.17.00.7381.4762.2142.9523.69SE +/- 0.007, N = 3SE +/- 0.002, N = 33.2803.275

OpenJPEG

OpenJPEG is an open-source JPEG 2000 codec written in the C programming language. The default input for this test profile is the NASA/JPL-Caltech/MSSS Curiosity panorama 717MB TIFF image file converting to JPEG2000 format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenJPEG 2.4Encode: NASA Curiosity Panorama M341.16.11.17.020K40K60K80K100KSE +/- 943.02, N = 4SE +/- 884.02, N = 579537796291. (CXX) g++ options: -rdynamic

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 or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.16Build: defconfig1.16.11.17.070140210280350SE +/- 1.57, N = 3SE +/- 0.83, N = 3308.37308.03

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite1.16.11.17.0160K320K480K640K800KSE +/- 4879.00, N = 3SE +/- 3979.32, N = 3736933737631

srsRAN

srsRAN is an open-source LTE/5G software radio suite created by Software Radio Systems (SRS). The srsRAN radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 21.10Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM1.16.11.17.020406080100SE +/- 0.57, N = 3SE +/- 0.58, N = 3110.2110.11. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lbladeRF -lpthread -lm -lfftw3f -lmbedcrypto

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google Chrome1.16.11.17.01122334455SE +/- 0.10, N = 3SE +/- 0.11, N = 347.7247.691. chrome 97.0.4692.99

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google Chrome1.16.11.17.090180270360450SE +/- 0.07, N = 3SE +/- 0.16, N = 3394.00394.241. chrome 97.0.4692.99

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC21.16.11.17.04080120160200SE +/- 0.43, N = 3SE +/- 0.31, N = 3176.66176.691. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: Google Chrome1.16.11.17.0714212835SE +/- 0.03, N = 3SE +/- 0.09, N = 329.029.01. chrome 97.0.4692.99

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing

1.16.1: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

1.17.0: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Context Switching1.16.11.17.0200K400K600K800K1000KSE +/- 16834.15, N = 15SE +/- 18891.76, N = 151109526.731129346.791. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lsctp -lz -ldl -pthread -lc -latomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Socket Activity1.16.11.17.07001400210028003500SE +/- 114.68, N = 15SE +/- 121.63, N = 123324.013391.411. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lsctp -lz -ldl -pthread -lc -latomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: CPU Cache1.16.11.17.04080120160200SE +/- 2.96, N = 12SE +/- 3.33, N = 15169.39171.501. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lsctp -lz -ldl -pthread -lc -latomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: IO_uring1.16.11.17.07K14K21K28K35KSE +/- 315.62, N = 15SE +/- 494.86, N = 1532030.8530610.291. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lsctp -lz -ldl -pthread -lc -latomic

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Decompression Rating1.16.11.17.04K8K12K16K20KSE +/- 387.98, N = 15SE +/- 335.06, N = 1518514181291. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Compression Rating1.16.11.17.05K10K15K20K25KSE +/- 483.39, N = 15SE +/- 364.12, N = 1523408235641. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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 1080p1.16.11.17.01632486480SE +/- 1.67, N = 15SE +/- 2.12, N = 1473.9673.961. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K1.16.11.17.0612182430SE +/- 0.56, N = 15SE +/- 0.66, N = 1525.0025.061. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K1.16.11.17.0510152025SE +/- 0.56, N = 15SE +/- 0.54, N = 1522.5322.821. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

JPEG XL Decoding libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is suited for JPEG XL decode performance testing to PNG output file, the pts/jpexl test is for encode performance. The JPEG XL encoding/decoding is done using the libjxl codebase. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.6.1CPU Threads: All1.16.11.17.0306090120150SE +/- 2.50, N = 15SE +/- 1.76, N = 3123.72138.04

libgav1

Libgav1 is an AV1 decoder developed by Google for AV1 profile 0/1 compliance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.17Video Input: Summer Nature 1080p1.16.11.17.0306090120150SE +/- 3.29, N = 15SE +/- 3.57, N = 15144.67145.811. (CXX) g++ options: -O3 -lrt

65 Results Shown

DDraceNetwork:
  1920 x 1080 - Fullscreen - OpenGL 3.3 - Default - Multeasymap - Total Frame Time
  1920 x 1080 - Fullscreen - OpenGL 3.3 - Default - RaiNyMore2 - Total Frame Time
libgav1
Selenium
JPEG XL Decoding libjxl
Selenium
srsRAN
Stress-NG
JPEG XL libjxl
Selenium
PyHPC Benchmarks
libgav1
JPEG XL libjxl
ctx_clock
PyHPC Benchmarks
Stargate Digital Audio Workstation
DDraceNetwork
Timed FFmpeg Compilation
libgav1
AOM AV1
srsRAN:
  4G PHY_DL_Test 100 PRB SISO 64-QAM:
    eNb Mb/s
    UE Mb/s
PyHPC Benchmarks
Selenium
PyHPC Benchmarks
PyBench
Selenium:
  Jetstream 2 - Google Chrome
  Kraken - Firefox
PyHPC Benchmarks
Stargate Digital Audio Workstation
Selenium
PyHPC Benchmarks
Stress-NG
Etcpak
Selenium:
  PSPDFKit WASM - Google Chrome
  PSPDFKit WASM - Firefox
DDraceNetwork
Google Draco:
  Lion
  Church Facade
PyHPC Benchmarks
Stress-NG
PyHPC Benchmarks:
  CPU - JAX - 4194304 - Isoneutral Mixing
  CPU - Numba - 4194304 - Isoneutral Mixing
srsRAN
PyHPC Benchmarks:
  CPU - Numpy - 4194304 - Equation of State
  CPU - Numpy - 4194304 - Isoneutral Mixing
OpenJPEG
Timed Linux Kernel Compilation
PHPBench
srsRAN
Selenium:
  WASM imageConvolute - Google Chrome
  WASM collisionDetection - Google Chrome
Etcpak
Selenium
Stress-NG:
  Context Switching
  Socket Activity
  CPU Cache
  IO_uring
7-Zip Compression:
  Decompression Rating
  Compression Rating
AOM AV1:
  Speed 9 Realtime - Bosphorus 1080p
  Speed 10 Realtime - Bosphorus 4K
  Speed 9 Realtime - Bosphorus 4K
JPEG XL Decoding libjxl
libgav1