Meteor Lake Core Ultra 7 155H Linux

Same as Windows but on WSL2

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  Test
  Duration
Core Ultra 7 155H
December 20 2023
  9 Hours, 3 Minutes
Qualcomm Snapdragon X Elite X78
June 27
  1 Hour, 50 Minutes
Qualcomm Snapdragon X Elite X78 WSL
June 29
  8 Hours, 58 Minutes
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  6 Hours, 37 Minutes

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Meteor Lake Core Ultra 7 155H LinuxProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLCompilerFile-SystemScreen ResolutionDisplay DriverVulkanSystem LayerCore Ultra 7 155HQualcomm Snapdragon X Elite X78Qualcomm Snapdragon X Elite X78 WSLIntel Core Ultra 7 155H @ 4.80GHz (16 Cores / 22 Threads)MTL Coral_MTH (V1.01 BIOS)Intel Device 7e7f16GB1024GB Micron_2550_MTFDKBA1T0TGEIntel Arc MTL 15GB (2250MHz)Intel Meteor Lake-P HD AudioIntel Device 7e40Ubuntu 23.106.7.0-060700rc5-generic (x86_64)GNOME Shell 45.1X Server 1.21.1.7 + Wayland4.6 Mesa 24.0~git2312172103.377c6b~oibaf~m (git-377c6b2 2023-12-17 mantic-oibaf-ppa)OpenCL 3.0GCC 13.2.0ext41920x1200Snapdragon X Elite X1E78100 Qualcomm Oryon @ 3.42GHz (12 Cores)ASUS S5507QAD (S5507QAD.305 BIOS)1 x 16384MB 8448MHz954GB MTFDKBA1T0QFM-1BD1AABGBSnapdragon X Elite X1E78100 Qualcomm Adreno GPUQualcomm Aqstic Audio DeviceQualcomm FastConnect 7800 Wi-Fi 7 Dual Band Simultaneous (DBS) + Bluetooth Device (Personal Area )Microsoft Windows 11 Home Build 2610010.0.26100.863 (x86_64)31.0.56.0GCC 8.3.0NTFS2880x1620Qualcomm (12 Cores)8GB0GB Virtual Disk + 2GB Virtual Disk + 1100GB Virtual DiskD3D12 8GBUbuntu 22.045.15.153.1-microsoft-standard-WSL2 (aarch64)Wayland4.2 Mesa 23.2.1-1ubuntu3.1~22.04.21.3.255GCC 11.4.0ext4wslOpenBenchmarking.orgKernel Details- Core Ultra 7 155H: Transparent Huge Pages: madvise- Qualcomm Snapdragon X Elite X78 WSL: Transparent Huge Pages: alwaysCompiler Details- Core Ultra 7 155H: --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,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-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/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 - Qualcomm Snapdragon X Elite X78 WSL: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v Processor Details- Core Ultra 7 155H: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x13 - Thermald 2.5.4Java Details- Core Ultra 7 155H: OpenJDK Runtime Environment (build 17.0.9+9-Ubuntu-123.10)- Qualcomm Snapdragon X Elite X78: OpenJDK Runtime Environment 18.9 (build 11.0.6+10-LTS)Python Details- Core Ultra 7 155H: Python 3.11.6- Qualcomm Snapdragon X Elite X78: Python 3.7.9Security Details- Core Ultra 7 155H: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Qualcomm Snapdragon X Elite X78: __user pointer sanitization: Disabled + VBS: Enabled and running + HVCI: Running + MBEC: Available- Qualcomm Snapdragon X Elite X78 WSL: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Core Ultra 7 155HQualcomm Snapdragon X Elite X78Qualcomm Snapdragon X Elite X78 WSLResult OverviewPhoronix Test Suite100%161%222%283%344%PHPBenchPyBenchSVT-AV1PyPerformanceFLAC Audio EncodingLAME MP3 EncodingWebP Image Encode7-Zip CompressionDaCapo Benchmark

Meteor Lake Core Ultra 7 155H Linuxopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUpyperformance: python_startupx265: Bosphorus 1080px265: Bosphorus 4Kopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUtensorflow-lite: Mobilenet Quantffmpeg: libx265 - Uploadffmpeg: libx265 - Platformffmpeg: libx265 - Video On Demandphpbench: PHP Benchmark Suiteopenvino: Person Detection FP16 - CPUffmpeg: libx265 - Liveopenvino: Handwritten English Recognition FP16-INT8 - CPUsvt-av1: Preset 8 - Bosphorus 4Kpybench: Total For Average Test Timespyperformance: crypto_pyaespyperformance: json_loadspyperformance: django_templatebuild-linux-kernel: defconfigpyperformance: regex_compileselenium: PSPDFKit WASM - Firefoxopenvino: Person Detection FP16 - CPUencode-flac: WAV To FLACopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUencode-mp3: WAV To MP3tensorflow-lite: Inception V4openvino: Face Detection FP16-INT8 - CPUtensorflow-lite: Mobilenet Floatblender: BMW27 - CPU-Onlygromacs: MPI CPU - water_GMX50_bareopenscad: Retro Carwebp: Quality 100quantlib: Multi-Threadedsimdjson: TopTweetwebp: Quality 100, Losslessopenscad: Pistolbuild-godot: Time To Compileselenium: WASM imageConvolute - Firefoxwebp: Quality 100, Highest Compressionvvenc: Bosphorus 1080p - Fastersimdjson: PartialTweetscompress-7zip: Compression Ratingopenscad: Leonardo Phone Case Slimrawtherapee: Total Benchmark Timeavifenc: 2vvenc: Bosphorus 4K - Fasteravifenc: 6, Losslesssqlite-speedtest: Timed Time - Size 1,000openscad: Mini-ITX Caseavifenc: 6dacapobench: Jythondeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamquantlib: Single-Threadedselenium: Octane - Firefoxdarktable: Server Room - CPU-onlyjohn-the-ripper: WPA PSKselenium: ARES-6 - Firefoxgimp: auto-levelsjava-scimark2: Compositegimp: unsharp-maskopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUgimp: resizegimp: rotateselenium: Speedometer - Firefoxdarktable: Masskrug - CPU-onlydacapobench: jMonkeyEngineoctave-benchmark: deepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamselenium: WASM collisionDetection - Firefoxselenium: Jetstream 2 - Firefoxselenium: Kraken - Firefoxoctave-benchmark: z3: 2.smt2z3: 1.smt2openradioss: Cell Phone Drop Testopenradioss: Rubber O-Ring Seal Installationopenradioss: Bird Strike on Windshielddacapobench: H2O In-Memory Platform For Machine Learningdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamtensorflow: CPU - 16 - ResNet-50darktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Boat - CPU-onlygimp: auto-levelsgimp: rotategimp: resizegimp: unsharp-maskselenium: Kraken - Google Chromeselenium: WASM imageConvolute - Google Chromeselenium: WASM collisionDetection - Google Chromeselenium: PSPDFKit WASM - Google Chromeselenium: Jetstream 2 - Google Chromeselenium: Octane - Google Chromeselenium: Speedometer - Google Chromeselenium: ARES-6 - Google Chromedarktable: Server Rack - CPU-onlydarktable: Boat - CPU-onlyopenscad: Projector Mount Swiveljohn-the-ripper: bcryptjohn-the-ripper: HMAC-SHA512svt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 1080ppytorch: CPU - 1 - ResNet-50tensorflow-lite: Inception ResNet V2compress-7zip: Decompression Ratingbuild-ffmpeg: Time To CompileCore Ultra 7 155HQualcomm Snapdragon X Elite X78Qualcomm Snapdragon X Elite X78 WSLpepper7.5624.3313.354.8514.41920.77286.99112.044941.0818.1335.6235.551229968352.3293.50151.3023.42856747.912.026.0121.60787.2257219.8314.48112449.966.615.69264551.81053.723429.53151.120.8812.44413.1329763.06.361.8555.069446.14322.14.2423.7595.727864117.13167.81671.6366.8469.63343.61225.6846.3464328953.61684275.8487631503918.853589.001.2524768567.2408277.1178.853586.38.52174.88822.400159.92329.80448.42482171.821297.259512.1371575.6677977.48057.021890.896676.896413.540.4192.7893.6496.19614.17413.21419.27616.682459.020.29216.722741274.211833133389.384.298143332351680073.878106.069360.99297.413448.20627.101700355146561.13243.23575758.583151612830.060.718727.2509.998250.268.541.293.22606545265711631.20827.500187.12928.672229.8664800661.52196.395.947.712.1016.255.092.161236.284.589.109.10994115105.9929.25463.3216.51769271.414.129.2262.20197.312159.4313.432755.250.545.38435506.91865.781981.091.3913.79311.1243217.34.431.5476.394331.69029.23.7931.0384.397693913.30252.85390.2538.6127.69054.56831.9765.1664422798.00423801.7439282.3131655517.1913.4663345.3917.6491.3215.62612.4322583.25468994.5067.4775284.8180.975589.60.2893.1085.84990282284733354.60636.660236.00036.743269.05034984.55628539.597214.69117.17OpenBenchmarking.org

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL1428425670SE +/- 0.07, N = 7SE +/- 0.23, N = 37.5661.52-pie - MIN: 35.31 / MAX: 139.911. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL4080120160200SE +/- 0.17, N = 15SE +/- 0.49, N = 324.33196.39-pie - MIN: 152.23 / MAX: 260.671. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155HQualcomm Snapdragon X Elite X781020304050SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 35.9413.3043.20

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 1080pCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL1224364860SE +/- 0.31, N = 15SE +/- 0.01, N = 354.857.711. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL48121620SE +/- 0.12, N = 9SE +/- 0.00, N = 314.412.101. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL2004006008001000SE +/- 8.20, N = 7SE +/- 0.06, N = 3920.7716.25-fPIC -shared -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL60120180240300SE +/- 2.06, N = 15SE +/- 0.02, N = 3286.995.09-fPIC -shared -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL306090120150SE +/- 0.78, N = 15SE +/- 0.01, N = 3112.042.16-fPIC -shared -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet QuantQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H11002200330044005500SE +/- 1.17, N = 3SE +/- 41.69, N = 31236.284941.08

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: UploadCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL48121620SE +/- 0.07, N = 3SE +/- 0.00, N = 318.134.581. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: PlatformCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL816243240SE +/- 0.06, N = 3SE +/- 0.00, N = 335.629.101. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: Video On DemandCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL816243240SE +/- 0.04, N = 3SE +/- 0.01, N = 335.559.101. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 SuiteCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X78300K600K900K1200K1500KSE +/- 12951.71, N = 4SE +/- 1399.91, N = 3SE +/- 848.17, N = 31229968994115357575

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H80160240320400SE +/- 0.73, N = 3SE +/- 2.40, N = 15105.99352.32-pie - MIN: 101.26 / MAX: 159.98-fPIC -shared -ldl - MIN: 159.23 / MAX: 503.171. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: LiveCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL20406080100SE +/- 0.07, N = 3SE +/- 0.01, N = 393.5029.251. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL100200300400500SE +/- 1.04, N = 15SE +/- 1.39, N = 3151.30463.32-fPIC -shared -ldl - MIN: 73.21 / MAX: 214.73-pie - MIN: 364.59 / MAX: 558.961. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4KCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X78612182430SE +/- 0.208, N = 15SE +/- 0.019, N = 3SE +/- 0.102, N = 1523.42816.5178.583-mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq1. (CXX) g++ options: -march=native

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 TimesCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X7830060090012001500SE +/- 6.94, N = 4SE +/- 1.45, N = 3SE +/- 10.40, N = 35676921516

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_pyaesCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X78306090120150SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.58, N = 347.971.4128.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X78714212835SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 312.014.130.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X781428425670SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 326.029.260.7

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 6.1Build: defconfigCore Ultra 7 155HpepperQualcomm Snapdragon X Elite X78 WSL60120180240300SE +/- 0.44, N = 3SE +/- 0.89, N = 3SE +/- 1.93, N = 3121.61214.69262.20

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X784080120160200SE +/- 0.38, N = 3SE +/- 0.03, N = 3SE +/- 0.33, N = 387.297.3187.0

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: FirefoxQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H6001200180024003000SE +/- 6.44, N = 3SE +/- 2.08, N = 3121525721. Qualcomm Snapdragon X Elite X78 WSL: firefox 127.0.22. Core Ultra 7 155H: firefox 120.0.1

Benchmark: PSPDFKit WASM - Browser: Firefox

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: ERROR: test_untitled_test_case (__main__.UntitledTestCase)

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL510152025SE +/- 0.14, N = 15SE +/- 0.06, N = 319.839.43-fPIC -shared -ldl-pie1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

FLAC Audio Encoding

This test times how long it takes to encode a sample WAV file to FLAC audio format ten times using the --best preset settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.4WAV To FLACQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155HQualcomm Snapdragon X Elite X78612182430SE +/- 0.01, N = 5SE +/- 0.06, N = 5SE +/- 0.21, N = 513.4314.4827.251. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL3K6K9K12K15KSE +/- 90.90, N = 15SE +/- 8.84, N = 412449.96755.25-fPIC -shared -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL246810SE +/- 0.07, N = 4SE +/- 0.00, N = 36.610.54-fPIC -shared -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

LAME MP3 Encoding

LAME is an MP3 encoder licensed under the LGPL. This test measures the time required to encode a WAV file to MP3 format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Qualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155HQualcomm Snapdragon X Elite X783691215SE +/- 0.004, N = 3SE +/- 0.050, N = 7SE +/- 0.063, N = 35.3845.6929.998-lncurses1. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lm

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4Qualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H14K28K42K56K70KSE +/- 168.31, N = 3SE +/- 657.96, N = 335506.964551.8

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL400800120016002000SE +/- 10.74, N = 4SE +/- 1.22, N = 31053.721865.78-fPIC -shared -ldl - MIN: 476.16 / MAX: 1642.83-pie - MIN: 1720.65 / MAX: 2014.731. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet FloatQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H7001400210028003500SE +/- 16.61, N = 3SE +/- 38.74, N = 31981.093429.53

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: BMW27 - Compute: CPU-OnlyCore Ultra 7 155HQualcomm Snapdragon X Elite X7850100150200250SE +/- 1.30, N = 3SE +/- 4.03, N = 9151.12250.26

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 2023Implementation: MPI CPU - Input: water_GMX50_bareQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H0.3130.6260.9391.2521.565SE +/- 0.004, N = 3SE +/- 0.002, N = 31.3910.8811. (CXX) g++ options: -O3

OpenSCAD

OpenSCAD is a programmer-focused solid 3D CAD modeller. OpenSCAD is free software and allows creating 3D CAD objects in a script-based modelling environment. This test profile will use the system-provided OpenSCAD program otherwise and time how long it takes tn render different SCAD assets to PNG output. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Retro CarCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL0.85341.70682.56023.41364.267SE +/- 0.014, N = 10SE +/- 0.008, N = 32.4443.7931. OpenSCAD version 2021.01

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100Core Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X783691215SE +/- 0.08, N = 14SE +/- 0.13, N = 4SE +/- 0.02, N = 313.1311.128.541. (CC) gcc options: -fvisibility=hidden -O2 -lm

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.32Configuration: Multi-ThreadedQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H9K18K27K36K45KSE +/- 533.79, N = 3SE +/- 242.05, N = 943217.329763.01. (CXX) g++ options: -O3 -march=native -fPIE -pie

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: TopTweetCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL246810SE +/- 0.07, N = 3SE +/- 0.00, N = 36.364.431. (CXX) g++ options: -O3

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, LosslessCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X780.41630.83261.24891.66522.0815SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 31.851.541.291. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenSCAD

OpenSCAD is a programmer-focused solid 3D CAD modeller. OpenSCAD is free software and allows creating 3D CAD objects in a script-based modelling environment. This test profile will use the system-provided OpenSCAD program otherwise and time how long it takes tn render different SCAD assets to PNG output. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: PistolCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL20406080100SE +/- 0.54, N = 3SE +/- 0.30, N = 355.0776.391. OpenSCAD version 2021.01

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 4.0Time To CompileQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H100200300400500SE +/- 2.84, N = 3SE +/- 2.46, N = 3331.69446.14

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: FirefoxCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL714212835SE +/- 0.19, N = 8SE +/- 0.10, N = 322.129.21. Core Ultra 7 155H: firefox 120.0.12. Qualcomm Snapdragon X Elite X78 WSL: firefox 127.0.2

Benchmark: WASM imageConvolute - Browser: Firefox

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: ERROR: test_untitled_test_case (__main__.UntitledTestCase)

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Highest CompressionCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X780.9541.9082.8623.8164.77SE +/- 0.03, N = 7SE +/- 0.00, N = 3SE +/- 0.02, N = 34.243.793.221. (CC) gcc options: -fvisibility=hidden -O2 -lm

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: FasterQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H714212835SE +/- 0.43, N = 12SE +/- 0.13, N = 331.0423.76-flto1. (CXX) g++ options: -O3 -fno-fat-lto-objects -flto=auto

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: PartialTweetsCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL1.2872.5743.8615.1486.435SE +/- 0.03, N = 3SE +/- 0.00, N = 35.724.391. (CXX) g++ options: -O3

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 22.01Test: Compression RatingCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X7820K40K60K80K100KSE +/- 742.80, N = 3SE +/- 358.21, N = 3SE +/- 228.94, N = 37864176939606541. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenSCAD

OpenSCAD is a programmer-focused solid 3D CAD modeller. OpenSCAD is free software and allows creating 3D CAD objects in a script-based modelling environment. This test profile will use the system-provided OpenSCAD program otherwise and time how long it takes tn render different SCAD assets to PNG output. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Leonardo Phone Case SlimQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H48121620SE +/- 0.02, N = 3SE +/- 0.17, N = 313.3017.131. OpenSCAD version 2021.01

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 TimeQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H1530456075SE +/- 0.55, N = 3SE +/- 0.37, N = 352.8567.821. Qualcomm Snapdragon X Elite X78 WSL: RawTherapee, version 5.8, command line.2. Core Ultra 7 155H: RawTherapee, version 5.9, command line.

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 2Core Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL20406080100SE +/- 0.12, N = 3SE +/- 0.92, N = 371.6490.251. (CXX) g++ options: -O3 -fPIC -lm

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FasterQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H246810SE +/- 0.034, N = 3SE +/- 0.082, N = 48.6126.846-flto1. (CXX) g++ options: -O3 -fno-fat-lto-objects -flto=auto

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H3691215SE +/- 0.096, N = 15SE +/- 0.082, N = 57.6909.6331. (CXX) g++ options: -O3 -fPIC -lm

SQLite Speedtest

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Core Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL1224364860SE +/- 0.25, N = 3SE +/- 0.07, N = 343.6154.571. (CC) gcc options: -O2 -lz

OpenSCAD

OpenSCAD is a programmer-focused solid 3D CAD modeller. OpenSCAD is free software and allows creating 3D CAD objects in a script-based modelling environment. This test profile will use the system-provided OpenSCAD program otherwise and time how long it takes tn render different SCAD assets to PNG output. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Mini-ITX CaseCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL714212835SE +/- 0.15, N = 3SE +/- 0.03, N = 325.6831.981. OpenSCAD version 2021.01

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6Qualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H246810SE +/- 0.044, N = 15SE +/- 0.028, N = 75.1666.3461. (CXX) g++ options: -O3 -fPIC -lm

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: JythonCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X7811002200330044005500SE +/- 19.78, N = 3SE +/- 45.99, N = 3SE +/- 75.80, N = 3432844225265

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H2004006008001000SE +/- 1.16, N = 3798.00953.62

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.32Configuration: Single-ThreadedCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL9001800270036004500SE +/- 32.79, N = 15SE +/- 31.59, N = 154275.83801.71. (CXX) g++ options: -O3 -march=native -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.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: FirefoxCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL10K20K30K40K50KSE +/- 395.61, N = 3SE +/- 180.61, N = 348763439281. Core Ultra 7 155H: firefox 120.0.12. Qualcomm Snapdragon X Elite X78 WSL: firefox 127.0.2

Benchmark: Octane - Browser: Firefox

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: ERROR: test_untitled_test_case (__main__.UntitledTestCase)

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Room - Acceleration: CPU-onlyQualcomm Snapdragon X Elite X78 WSL0.57351.1471.72052.2942.8675SE +/- 0.021, N = 152.313

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H4K8K12K16K20KSE +/- 12.70, N = 3SE +/- 147.24, N = 141655515039-m64 -lgmp -lbz21. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

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: ARES-6 - Browser: FirefoxpepperQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H510152025SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.22, N = 417.1717.1918.851. pepper: firefox 127.0.22. Qualcomm Snapdragon X Elite X78 WSL: firefox 127.0.23. Core Ultra 7 155H: firefox 120.0.1

Benchmark: ARES-6 - Browser: Firefox

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: auto-levelsQualcomm Snapdragon X Elite X78 WSL3691215SE +/- 0.05, N = 312.49

Java SciMark

This test runs the Java version of SciMark 2, which is a benchmark for scientific and numerical computing developed by programmers at the National Institute of Standards and Technology. This benchmark is made up of Fast Foruier Transform, Jacobi Successive Over-relaxation, Monte Carlo, Sparse Matrix Multiply, and dense LU matrix factorization benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: CompositeCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL8001600240032004000SE +/- 39.82, N = 5SE +/- 6.91, N = 33589.003345.39

Computational Test: Composite

Qualcomm Snapdragon X Elite X78: The test run did not produce a result.

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: unsharp-maskQualcomm Snapdragon X Elite X78 WSL48121620SE +/- 0.14, N = 816.65

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL0.2970.5940.8911.1881.485SE +/- 0.01, N = 15SE +/- 0.02, N = 41.251.32-fPIC -shared -ldl - MIN: 0.37 / MAX: 12.19-pie - MIN: 0.83 / MAX: 16.771. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: resizeQualcomm Snapdragon X Elite X78 WSL48121620SE +/- 0.06, N = 315.14

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: rotateQualcomm Snapdragon X Elite X78 WSL3691215SE +/- 0.03, N = 312.07

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 Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H60120180240300SE +/- 2.31, N = 3SE +/- 0.67, N = 32582471. Qualcomm Snapdragon X Elite X78 WSL: firefox 127.0.22. Core Ultra 7 155H: firefox 120.0.1

Benchmark: Speedometer - Browser: Firefox

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: ERROR: test_untitled_test_case (__main__.UntitledTestCase)

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Masskrug - Acceleration: CPU-onlyQualcomm Snapdragon X Elite X78 WSL0.76231.52462.28693.04923.8115SE +/- 0.037, N = 153.254

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: jMonkeyEngineCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X7815003000450060007500SE +/- 5.00, N = 3SE +/- 12.70, N = 3SE +/- 19.08, N = 3685668997116

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 6.4.0Qualcomm Snapdragon X Elite X78 WSL1.01452.0293.04354.0585.0725SE +/- 0.047, N = 54.366

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H246810SE +/- 0.0184, N = 37.47757.2408

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: FirefoxCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL60120180240300SE +/- 2.91, N = 4SE +/- 0.35, N = 3277.1284.81. Core Ultra 7 155H: firefox 120.0.12. Qualcomm Snapdragon X Elite X78 WSL: firefox 127.0.2

Benchmark: WASM collisionDetection - Browser: Firefox

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: ERROR: test_untitled_test_case (__main__.UntitledTestCase)

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H4080120160200SE +/- 0.86, N = 3SE +/- 1.47, N = 3180.98178.851. Qualcomm Snapdragon X Elite X78 WSL: firefox 127.0.22. Core Ultra 7 155H: firefox 120.0.1

Benchmark: Jetstream 2 - Browser: Firefox

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: ERROR: test_untitled_test_case (__main__.UntitledTestCase)

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL130260390520650SE +/- 5.34, N = 3SE +/- 1.79, N = 3586.3589.61. Core Ultra 7 155H: firefox 120.0.12. Qualcomm Snapdragon X Elite X78 WSL: firefox 127.0.2

Benchmark: Kraken - Browser: Firefox

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: ERROR: test_untitled_test_case (__main__.UntitledTestCase)

Meta Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsCore Ultra 7 155H4080120160200191.95

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 8.3.0Core Ultra 7 155H246810SE +/- 0.036, N = 58.521

Z3 Theorem Prover

The Z3 Theorem Prover / SMT solver is developed by Microsoft Research under the MIT license. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterZ3 Theorem Prover 4.12.1SMT File: 2.smt2Core Ultra 7 155H20406080100SE +/- 0.50, N = 374.891. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC

SMT File: 2.smt2

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status.

OpenBenchmarking.orgSeconds, Fewer Is BetterZ3 Theorem Prover 4.12.1SMT File: 1.smt2Core Ultra 7 155H510152025SE +/- 0.09, N = 322.401. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC

SMT File: 1.smt2

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status.

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestCore Ultra 7 155H4080120160200SE +/- 1.77, N = 12159.92

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationCore Ultra 7 155H70140210280350SE +/- 1.90, N = 3329.80

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bird Strike on WindshieldCore Ultra 7 155H100200300400500SE +/- 4.93, N = 3448.42

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: H2O In-Memory Platform For Machine LearningCore Ultra 7 155H10002000300040005000SE +/- 44.77, N = 154821

Java Test: H2O In-Memory Platform For Machine Learning

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status.

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status.

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore Ultra 7 155H1632486480SE +/- 0.45, N = 371.82

Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status.

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore Ultra 7 155H20406080100SE +/- 0.61, N = 397.26

Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status.

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore Ultra 7 155H3691215SE +/- 0.13, N = 312.14

Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status.

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore Ultra 7 155H120240360480600SE +/- 6.39, N = 3575.67

Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status.

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamCore Ultra 7 155H2004006008001000SE +/- 15.03, N = 3977.48

Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status.

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamCore Ultra 7 155H246810SE +/- 0.0919, N = 37.0218

Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status.

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamCore Ultra 7 155H20406080100SE +/- 0.93, N = 390.90

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status.

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamCore Ultra 7 155H20406080100SE +/- 0.80, N = 376.90

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status.

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50Core Ultra 7 155H3691215SE +/- 0.10, N = 313.54

Device: CPU - Batch Size: 16 - Model: ResNet-50

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'absl'

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Rack - Acceleration: CPU-onlyCore Ultra 7 155H0.09430.18860.28290.37720.4715SE +/- 0.005, N = 150.419

Test: Server Rack - Acceleration: CPU-only

Qualcomm Snapdragon X Elite X78: The test run did not produce a result. E: ./darktable: line 2: cd: darktable-2.4.1-win64/bin/: No such file or directory ./darktable: line 4: ./darktable-cli.exe: No such file or directory ./darktable: line 5: ./darktable-cli.exe: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Room - Acceleration: CPU-onlyCore Ultra 7 155H0.62751.2551.88252.513.1375SE +/- 0.021, N = 82.789

Test: Server Room - Acceleration: CPU-only

Qualcomm Snapdragon X Elite X78: The test run did not produce a result. E: ./darktable: line 2: cd: darktable-2.4.1-win64/bin/: No such file or directory ./darktable: line 4: ./darktable-cli.exe: No such file or directory ./darktable: line 5: ./darktable-cli.exe: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Masskrug - Acceleration: CPU-onlyCore Ultra 7 155H0.8211.6422.4633.2844.105SE +/- 0.026, N = 73.649

Test: Masskrug - Acceleration: CPU-only

Qualcomm Snapdragon X Elite X78: The test run did not produce a result. E: ./darktable: line 2: cd: darktable-2.4.1-win64/bin/: No such file or directory ./darktable: line 4: ./darktable-cli.exe: No such file or directory ./darktable: line 5: ./darktable-cli.exe: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Boat - Acceleration: CPU-onlyCore Ultra 7 155H246810SE +/- 0.059, N = 66.196

Test: Boat - Acceleration: CPU-only

Qualcomm Snapdragon X Elite X78: The test run did not produce a result. E: ./darktable: line 2: cd: darktable-2.4.1-win64/bin/: No such file or directory ./darktable: line 4: ./darktable-cli.exe: No such file or directory ./darktable: line 5: ./darktable-cli.exe: No such file or directory

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: auto-levelsCore Ultra 7 155H48121620SE +/- 0.07, N = 414.17

Test: auto-levels

Qualcomm Snapdragon X Elite X78: The test run did not produce a result. E: ./gimp: line 24: ./gimp-install/bin/gimp-2.10.exe: No such file or directory ./gimp: line 25: ./gimp-install/bin/gimp-2.10.exe: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: rotateCore Ultra 7 155H3691215SE +/- 0.05, N = 413.21

Test: rotate

Qualcomm Snapdragon X Elite X78: The test run did not produce a result. E: ./gimp: line 24: ./gimp-install/bin/gimp-2.10.exe: No such file or directory ./gimp: line 25: ./gimp-install/bin/gimp-2.10.exe: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: resizeCore Ultra 7 155H510152025SE +/- 0.11, N = 319.28

Test: resize

Qualcomm Snapdragon X Elite X78: The test run did not produce a result. E: ./gimp: line 24: ./gimp-install/bin/gimp-2.10.exe: No such file or directory ./gimp: line 25: ./gimp-install/bin/gimp-2.10.exe: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: unsharp-maskCore Ultra 7 155H48121620SE +/- 0.09, N = 316.68

Test: unsharp-mask

Qualcomm Snapdragon X Elite X78: The test run did not produce a result. E: ./gimp: line 24: ./gimp-install/bin/gimp-2.10.exe: No such file or directory ./gimp: line 25: ./gimp-install/bin/gimp-2.10.exe: No such file or directory

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 ChromeCore Ultra 7 155H100200300400500SE +/- 5.99, N = 3459.01. chrome 120.0.6099.109

Benchmark: Kraken - Browser: Google Chrome

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeCore Ultra 7 155H510152025SE +/- 0.16, N = 1520.291. chrome 120.0.6099.109

Benchmark: WASM imageConvolute - Browser: Google Chrome

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeCore Ultra 7 155H50100150200250SE +/- 0.29, N = 5216.721. chrome 120.0.6099.109

Benchmark: WASM collisionDetection - Browser: Google Chrome

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeCore Ultra 7 155H6001200180024003000SE +/- 8.41, N = 327411. chrome 120.0.6099.109

Benchmark: PSPDFKit WASM - Browser: Google Chrome

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeCore Ultra 7 155H60120180240300SE +/- 1.49, N = 3274.211. chrome 120.0.6099.109

Benchmark: Jetstream 2 - Browser: Google Chrome

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: Google ChromeCore Ultra 7 155H20K40K60K80K100KSE +/- 452.81, N = 3833131. chrome 120.0.6099.109

Benchmark: Octane - Browser: Google Chrome

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google ChromeCore Ultra 7 155H70140210280350SE +/- 2.89, N = 33381. chrome 120.0.6099.109

Benchmark: Speedometer - Browser: Google Chrome

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: Google ChromeCore Ultra 7 155H3691215SE +/- 0.11, N = 49.381. chrome 120.0.6099.109

Benchmark: ARES-6 - Browser: Google Chrome

Qualcomm Snapdragon X Elite X78: The test quit with a non-zero exit status. E: ValueError: Timeout value connect was , but it must be an int, float or None.

pepper: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status. E: OSError: [Errno 8] Exec format error: 'chromedriver'

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Rack - Acceleration: CPU-onlyQualcomm Snapdragon X Elite X78 WSL0.0650.130.1950.260.325SE +/- 0.006, N = 150.193

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Boat - Acceleration: CPU-onlyQualcomm Snapdragon X Elite X78 WSL0.73061.46122.19182.92243.653SE +/- 0.030, N = 143.003

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringCore Ultra 7 155H20406080100Min: 38 / Avg: 75.56 / Max: 105

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringCore Ultra 7 155H1326395265Min: 0.7 / Avg: 28.84 / Max: 65.92

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System MonitoringCore Ultra 7 155H8001600240032004000Min: 400 / Avg: 2991.68 / Max: 4865

OpenSCAD

MinAvgMaxCore Ultra 7 155H42.049.667.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenSCADCPU Temperature Monitor20406080100

MinAvgMaxCore Ultra 7 155H1.412.726.7OpenBenchmarking.orgWatts, Fewer Is BetterOpenSCADCPU Power Consumption Monitor816243240

MinAvgMaxCore Ultra 7 155H40029654800OpenBenchmarking.orgMegahertz, More Is BetterOpenSCADCPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Projector Mount SwivelCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL1.3162.6323.9485.2646.58SE +/- 0.030, N = 15SE +/- 0.127, N = 154.2985.8491. OpenSCAD version 2021.01

John The Ripper

MinAvgMaxCore Ultra 7 155H57.083.399.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100

MinAvgMaxCore Ultra 7 155H1.235.064.0OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor20406080100

MinAvgMaxCore Ultra 7 155H40031864800OpenBenchmarking.orgMegahertz, More Is BetterJohn The Ripper 2023.03.14CPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: bcryptCore Ultra 7 155H90180270360450410.05

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: bcryptCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL3K6K9K12K15KSE +/- 298.54, N = 15SE +/- 196.22, N = 15143339028-m64 -lgmp -lbz21. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

MinAvgMaxCore Ultra 7 155H49.083.098.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100

MinAvgMaxCore Ultra 7 155H1.535.265.3OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor20406080100

MinAvgMaxCore Ultra 7 155H40032824600OpenBenchmarking.orgMegahertz, More Is BetterJohn The Ripper 2023.03.14CPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA512Core Ultra 7 155H140K280K420K560K700K668922.34

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA512Core Ultra 7 155HQualcomm Snapdragon X Elite X78 WSL5M10M15M20M25MSE +/- 200725.71, N = 15SE +/- 843387.53, N = 152351680022847333-m64 -lgmp -lbz21. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

SVT-AV1

MinAvgMaxCore Ultra 7 155H48.073.897.0OpenBenchmarking.orgCelsius, Fewer Is BetterSVT-AV1 1.8CPU Temperature Monitor20406080100

MinAvgMaxCore Ultra 7 155H1.529.762.7OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor20406080100

MinAvgMaxCore Ultra 7 155H40025504800OpenBenchmarking.orgMegahertz, More Is BetterSVT-AV1 1.8CPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 1080pCore Ultra 7 155H0.55961.11921.67882.23842.7982.487

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 1080pCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X781632486480SE +/- 5.24, N = 12SE +/- 0.41, N = 10SE +/- 0.74, N = 1573.8854.6131.21-mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq1. (CXX) g++ options: -march=native

MinAvgMaxCore Ultra 7 155H49.075.195.0OpenBenchmarking.orgCelsius, Fewer Is BetterSVT-AV1 1.8CPU Temperature Monitor20406080100

MinAvgMaxCore Ultra 7 155H1.633.864.1OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor20406080100

MinAvgMaxCore Ultra 7 155H40030774800OpenBenchmarking.orgMegahertz, More Is BetterSVT-AV1 1.8CPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4KCore Ultra 7 155H0.70631.41262.11892.82523.53153.139

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4KCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X7820406080100SE +/- 0.68, N = 6SE +/- 0.72, N = 12SE +/- 0.44, N = 15106.0736.6627.50-mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq1. (CXX) g++ options: -march=native

MinAvgMaxCore Ultra 7 155H55.062.485.0OpenBenchmarking.orgCelsius, Fewer Is BetterSVT-AV1 1.8CPU Temperature Monitor20406080100

MinAvgMaxCore Ultra 7 155H1.418.662.2OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor20406080100

MinAvgMaxCore Ultra 7 155H40020644800OpenBenchmarking.orgMegahertz, More Is BetterSVT-AV1 1.8CPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 1080pCore Ultra 7 155H51015202519.36

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 1080pCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X7880160240320400SE +/- 2.28, N = 15SE +/- 1.84, N = 13SE +/- 7.07, N = 12360.99236.00187.13-mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq1. (CXX) g++ options: -march=native

MinAvgMaxCore Ultra 7 155H49.078.898.0OpenBenchmarking.orgCelsius, Fewer Is BetterSVT-AV1 1.8CPU Temperature Monitor20406080100

MinAvgMaxCore Ultra 7 155H1.633.063.8OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor20406080100

MinAvgMaxCore Ultra 7 155H40030784818OpenBenchmarking.orgMegahertz, More Is BetterSVT-AV1 1.8CPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4KCore Ultra 7 155H0.66491.32981.99472.65963.32452.955

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4KCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X7820406080100SE +/- 2.17, N = 15SE +/- 0.27, N = 3SE +/- 0.62, N = 1597.4136.7428.67-mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq1. (CXX) g++ options: -march=native

MinAvgMaxCore Ultra 7 155H54.060.183.0OpenBenchmarking.orgCelsius, Fewer Is BetterSVT-AV1 1.8CPU Temperature Monitor20406080100

MinAvgMaxCore Ultra 7 155H1.015.561.3OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor20406080100

MinAvgMaxCore Ultra 7 155H40018974801OpenBenchmarking.orgMegahertz, More Is BetterSVT-AV1 1.8CPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 1080pCore Ultra 7 155H71421283528.85

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 1080pCore Ultra 7 155HQualcomm Snapdragon X Elite X78 WSLQualcomm Snapdragon X Elite X78100200300400500SE +/- 13.43, N = 15SE +/- 12.19, N = 12SE +/- 11.82, N = 12448.21269.05229.87-mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq1. (CXX) g++ options: -march=native

PyTorch

MinAvgMaxCore Ultra 7 155H57.081.7104.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.1CPU Temperature Monitor20406080100

MinAvgMaxCore Ultra 7 155H1.432.663.6OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor20406080100

MinAvgMaxCore Ultra 7 155H40031284800OpenBenchmarking.orgMegahertz, More Is BetterPyTorch 2.1CPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50Core Ultra 7 155H0.18720.37440.56160.74880.9360.832

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50Core Ultra 7 155H612182430SE +/- 0.82, N = 1527.10MIN: 7.45 / MAX: 35.43

Device: CPU - Batch Size: 1 - Model: ResNet-50

Qualcomm Snapdragon X Elite X78 WSL: The test quit with a non-zero exit status. E: KeyError: 'brand_raw'

TensorFlow Lite

MinAvgMaxCore Ultra 7 155H57.077.1101.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Temperature Monitor20406080100

MinAvgMaxCore Ultra 7 155H1.529.265.6OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Power Consumption Monitor20406080100

MinAvgMaxCore Ultra 7 155H40027934600OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2Qualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H40K80K120K160K200KSE +/- 108.69, N = 3SE +/- 7275.56, N = 1234984.5170035.0

7-Zip Compression

MinAvgMaxCore Ultra 7 155H50.082.698.0OpenBenchmarking.orgCelsius, Fewer Is Better7-Zip Compression 22.01CPU Temperature Monitor20406080100

MinAvgMaxCore Ultra 7 155H1.536.965.7OpenBenchmarking.orgWatts, Fewer Is Better7-Zip Compression 22.01CPU Power Consumption Monitor20406080100

MinAvgMaxCore Ultra 7 155H40032024800OpenBenchmarking.orgMegahertz, More Is Better7-Zip Compression 22.01CPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenBenchmarking.orgMIPS Per Watt, More Is Better7-Zip Compression 22.01Test: Decompression RatingCore Ultra 7 155H300600900120015001392.87

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155HQualcomm Snapdragon X Elite X7812K24K36K48K60KSE +/- 433.27, N = 3SE +/- 1656.35, N = 3SE +/- 2813.49, N = 35628551465480061. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Timed FFmpeg Compilation

MinAvgMaxCore Ultra 7 155H51.079.195.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed FFmpeg Compilation 6.1CPU Temperature Monitor20406080100

MinAvgMaxCore Ultra 7 155H1.934.664.3OpenBenchmarking.orgWatts, Fewer Is BetterTimed FFmpeg Compilation 6.1CPU Power Consumption Monitor20406080100

MinAvgMaxCore Ultra 7 155H40028164800OpenBenchmarking.orgMegahertz, More Is BetterTimed FFmpeg Compilation 6.1CPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 6.1Time To CompileQualcomm Snapdragon X Elite X78 WSLCore Ultra 7 155H1428425670SE +/- 1.19, N = 12SE +/- 0.72, N = 439.6061.13

170 Results Shown

OpenVINO:
  Face Detection Retail FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
PyPerformance
x265:
  Bosphorus 1080p
  Bosphorus 4K
OpenVINO:
  Face Detection Retail FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
TensorFlow Lite
FFmpeg:
  libx265 - Upload
  libx265 - Platform
  libx265 - Video On Demand
PHPBench
OpenVINO
FFmpeg
OpenVINO
SVT-AV1
PyBench
PyPerformance:
  crypto_pyaes
  json_loads
  django_template
Timed Linux Kernel Compilation
PyPerformance
Selenium
OpenVINO
FLAC Audio Encoding
OpenVINO:
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Face Detection FP16-INT8 - CPU
LAME MP3 Encoding
TensorFlow Lite
OpenVINO
TensorFlow Lite
Blender
GROMACS
OpenSCAD
WebP Image Encode
QuantLib
simdjson
WebP Image Encode
OpenSCAD
Timed Godot Game Engine Compilation
Selenium
WebP Image Encode
VVenC
simdjson
7-Zip Compression
OpenSCAD
RawTherapee
libavif avifenc
VVenC
libavif avifenc
SQLite Speedtest
OpenSCAD
libavif avifenc
DaCapo Benchmark
Neural Magic DeepSparse
QuantLib
Selenium
Darktable
John The Ripper
Selenium
GIMP
Java SciMark
GIMP
OpenVINO
GIMP:
  resize
  rotate
Selenium
Darktable
DaCapo Benchmark
GNU Octave Benchmark
Neural Magic DeepSparse
Selenium:
  WASM collisionDetection - Firefox
  Jetstream 2 - Firefox
  Kraken - Firefox
Meta Performance Per Watts
GNU Octave Benchmark
Z3 Theorem Prover:
  2.smt2
  1.smt2
OpenRadioss:
  Cell Phone Drop Test
  Rubber O-Ring Seal Installation
  Bird Strike on Windshield
DaCapo Benchmark
Neural Magic DeepSparse:
  BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  ResNet-50, Sparse INT8 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream:
    ms/batch
    items/sec
TensorFlow
Darktable:
  Server Rack - CPU-only
  Server Room - CPU-only
  Masskrug - CPU-only
  Boat - CPU-only
GIMP:
  auto-levels
  rotate
  resize
  unsharp-mask
Selenium:
  Kraken - Google Chrome
  WASM imageConvolute - Google Chrome
  WASM collisionDetection - Google Chrome
  PSPDFKit WASM - Google Chrome
  Jetstream 2 - Google Chrome
  Octane - Google Chrome
  Speedometer - Google Chrome
  ARES-6 - Google Chrome
Darktable:
  Server Rack - CPU-only
  Boat - CPU-only
CPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Watts
    Megahertz
  CPU Temp Monitor:
    Celsius
  CPU Power Consumption Monitor:
    Watts
  CPU Peak Freq (Highest CPU Core Frequency) Monitor:
    Megahertz
OpenSCAD
John The Ripper:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  bcrypt
John The Ripper
John The Ripper:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  HMAC-SHA512
John The Ripper
SVT-AV1:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  Preset 8 - Bosphorus 1080p
SVT-AV1
SVT-AV1:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  Preset 12 - Bosphorus 4K
SVT-AV1
SVT-AV1:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  Preset 12 - Bosphorus 1080p
SVT-AV1
SVT-AV1:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  Preset 13 - Bosphorus 4K
SVT-AV1
SVT-AV1:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  Preset 13 - Bosphorus 1080p
SVT-AV1
PyTorch:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  CPU - 1 - ResNet-50
PyTorch
TensorFlow Lite:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
TensorFlow Lite
7-Zip Compression:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  Decompression Rating
7-Zip Compression
Timed FFmpeg Compilation:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
Timed FFmpeg Compilation