Meteor Lake Core Ultra 7 155H Linux

Intel Core i7-1280P testing with a MSI MS-14C6 (E14C6IMS.115 BIOS) and MSI Intel ADL GT2 15GB on Ubuntu 23.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2312226-NE-2312212NE88
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results
Show Result Confidence Charts
Allow Limiting Results To Certain Suite(s)

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs
No Box Plots
On Line Graphs With Missing Data, Connect The Line Gaps

Additional Graphs

Show Perf Per Core/Thread Calculation Graphs Where Applicable
Show Perf Per Clock Calculation Graphs Where Applicable

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs
Condense Test Profiles With Multiple Version Results Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Toggle/Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
Core Ultra 7 155H
December 20 2023
  10 Hours, 18 Minutes
Core i7 1280P
December 21 2023
  18 Hours, 27 Minutes
Invert Behavior (Only Show Selected Data)
  14 Hours, 22 Minutes
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


Meteor Lake Core Ultra 7 155H LinuxProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLCompilerFile-SystemScreen ResolutionCore Ultra 7 155HCore i7 1280PIntel 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 13.2.0ext41920x1200Intel Core i7-1280P @ 4.70GHz (14 Cores / 20 Threads)MSI MS-14C6 (E14C6IMS.115 BIOS)Intel Alder Lake PCH1024GB Micron_3400_MTFDKBA1T0TFHMSI Intel ADL GT2 15GB (1450MHz)Realtek ALC274Intel Alder Lake-P PCH CNVi WiFiX Server + Wayland4.6 Mesa 24.0~git2312190600.51bf1b~oibaf~m (git-51bf1b2 2023-12-19 mantic-oibaf-ppa)1920x1080OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --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 Processor Details- Core Ultra 7 155H: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x13 - Thermald 2.5.4- Core i7 1280P: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x430 - Thermald 2.5.4Java Details- OpenJDK Runtime Environment (build 17.0.9+9-Ubuntu-123.10)Python Details- Python 3.11.6Security 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 - Core i7 1280P: 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: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

Core Ultra 7 155H vs. Core i7 1280P ComparisonPhoronix Test SuiteBaseline+26%+26%+52%+52%+78%+78%60.8%55.8%50.5%48.5%48.3%45.3%42.9%31%26.3%23.5%17.6%16.7%16.4%16.3%14%13.6%13.4%10.4%9.8%9.7%9.5%9%8.8%8.2%7.8%7.6%6.2%6.2%5.9%5.7%3.5%2.9%2.7%2.6%2.6%2.5%2.2%2%Multi-Threaded103.8%C.P.D.T82.1%Bosphorus 4K - Super Fast80%C.C.R.5.I - A.M.S77.5%Ninja76.2%BMW27 - CPU-Only74.3%273.2%Time To Compile71.1%6, Lossless65.1%Time To Compile65.1%661.2%python_startup7 - Bosphorus 4K60.4%Bosphorus 4K - Faster59%B.L.N.Q.A - A.M.S58.4%Preset 8 - Bosphorus 4K58.2%bcrypt57.9%R.5.S.I - A.M.S57.3%R.O.R.S.I56.9%C.S.9.P.Y.P - A.M.Sdefconfig55%B.L.N.Q.A.S.I - A.M.S54.8%Bosphorus 4K - Ultra Fast54.4%F.D.F.I - CPU53.4%B.L.N.Q.A.S.I - A.M.SH.E.R.F.I - CPU48.8%R.5.S.I - A.M.SI.R.VC.S.9.P.Y.P - A.M.S47.3%7 - Bosphorus 1080p46.6%Bosphorus 4K - Ultra Fast46.6%HMAC-SHA51246.4%B.L.N.Q.A - A.M.SBosphorus 4K43.7%JythonP.D.F - CPU42.7%Bosphorus 1080p - Faster42.3%V.D.F.I - CPU39.8%H.E.R.F.I - CPU39.8%F.D.R.F.I - CPU39.1%Bosphorus 1080p - Ultra Fast39%P.S.O - Bosphorus 4K38.2%D.R36.7%Composite35.7%10 - Bosphorus 4K34.5%B.S.o.W33.2%A.G.R.R.0.F.I - CPU33%Bosphorus 1080p32.6%Compression Rating32.1%F.D.F.I - CPU31.4%C.C.R.5.I - A.M.SPreset 12 - Bosphorus 4K30.7%Bosphorus 1080p - Ultra Fast30.6%libx265 - Upload29.8%Inception V428.4%Preset 8 - Bosphorus 1080p28.4%A.G.R.R.0.F.I - CPU24.8%Speedometer - FirefoxBosphorus 1080p - Super Fast23%libx265 - Video On Demand22.8%Mobilenet Quant22.6%Mobilenet Float22.5%P.D.F - CPU22.4%libx265 - Platform22.3%CPU - 1 - ResNet-5021.9%V.D.F.I - CPU19.8%F.D.R.F.I - CPU19.2%PartialTweets18.2%W.i - FirefoxCPU - 16 - ResNet-5017%auto-levelsjson_loads16.7%ARES-6 - Google Chromerotate10 - Bosphorus 1080p14.7%PSPDFKit WASM - Google ChromeTopTweet14%Kraken - Google ChromeKraken - FirefoxW.i - Google ChromePreset 13 - Bosphorus 4K10.2%P.S.O - Bosphorus 1080p10%Speedometer - Google Chromelibx265 - Live9.7%ARES-6 - FirefoxH.I.M.P.F.M.LPreset 12 - Bosphorus 1080p9.4%T.F.A.T.TWAV To FLACJetstream 2 - Google ChromePSPDFKit WASM - FirefoxJetstream 2 - Firefoxresizeunsharp-maskQ.1.H.C6%1.smt2Preset 13 - Bosphorus 1080p5.9%Octane - Google ChromeMini-ITX Case5.2%T.B.T4.9%Single-Threaded3.8%crypto_pyaesL.P.C.S3.2%Quality 100WPA PSKRetro CarOctane - FirefoxW.c - FirefoxQ.1.Ldjango_templateQuantLibOpenRadiossKvazaarNeural Magic DeepSparseTimed LLVM CompilationBlenderlibavif avifencTimed Godot Game Engine Compilationlibavif avifencTimed FFmpeg Compilationlibavif avifencPyPerformanceSVT-HEVCVVenCNeural Magic DeepSparseSVT-AV1John The RipperNeural Magic DeepSparseOpenRadiossNeural Magic DeepSparseTimed Linux Kernel CompilationNeural Magic DeepSparseuvg266OpenVINONeural Magic DeepSparseOpenVINONeural Magic DeepSparseTensorFlow LiteNeural Magic DeepSparseSVT-HEVCKvazaarJohn The RipperNeural Magic DeepSparsex265DaCapo BenchmarkOpenVINOVVenCOpenVINOOpenVINOOpenVINOuvg266SVT-VP97-Zip CompressionJava SciMarkSVT-HEVCOpenRadiossOpenVINOx2657-Zip CompressionOpenVINONeural Magic DeepSparseSVT-AV1KvazaarFFmpegTensorFlow LiteSVT-AV1GNU Octave BenchmarkOpenVINOSeleniumKvazaarFFmpegTensorFlow LiteTensorFlow LiteOpenVINOFFmpegPyTorchOpenVINOOpenVINOsimdjsonSeleniumTensorFlowGIMPPyPerformanceSeleniumGIMPSVT-HEVCSeleniumsimdjsonSeleniumSeleniumSeleniumSVT-AV1SVT-VP9SeleniumFFmpegSeleniumDaCapo BenchmarkSVT-AV1PyBenchFLAC Audio EncodingSeleniumSeleniumSeleniumGIMPGIMPWebP Image EncodeZ3 Theorem ProverSVT-AV1SeleniumOpenSCADRawTherapeeQuantLibPyPerformanceOpenSCADWebP Image EncodeJohn The RipperOpenSCADSeleniumSeleniumWebP Image EncodePyPerformanceCore Ultra 7 155HCore i7 1280P

Meteor Lake Core Ultra 7 155H Linuxselenium: ARES-6 - Firefoxselenium: ARES-6 - Google Chromeselenium: Speedometer - Firefoxselenium: Speedometer - Google Chromeselenium: Octane - Firefoxselenium: Octane - Google Chromeselenium: Jetstream 2 - Firefoxselenium: Jetstream 2 - Google Chromeselenium: PSPDFKit WASM - Firefoxselenium: PSPDFKit WASM - Google Chromeselenium: WASM collisionDetection - Firefoxselenium: WASM collisionDetection - Google Chromeselenium: WASM imageConvolute - Firefoxselenium: WASM imageConvolute - Google Chromeselenium: Kraken - Firefoxselenium: Kraken - Google Chromebuild-linux-kernel: defconfigbuild-ffmpeg: Time To Compilebuild-godot: Time To Compilebuild-llvm: Ninjacompress-7zip: Compression Ratingcompress-7zip: Decompression Ratinggimp: unsharp-maskgimp: resizegimp: rotategimp: auto-levelsrawtherapee: Total Benchmark Timedarktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Room - CPU-onlydarktable: Server Rack - CPU-onlyblender: BMW27 - CPU-Onlyopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUtensorflow: CPU - 16 - ResNet-50tensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2tensorflow-lite: Inception V4deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streampytorch: CPU - 1 - ResNet-50ffmpeg: libx265 - Liveffmpeg: libx265 - Uploadffmpeg: libx265 - Platformffmpeg: libx265 - Video On Demandsvt-av1: Preset 13 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 1080psvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 1080psvt-hevc: 7 - Bosphorus 4Ksvt-hevc: 10 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 4Ksvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Kkvazaar: Bosphorus 1080p - Super Fastkvazaar: Bosphorus 1080p - Ultra Fastkvazaar: Bosphorus 4K - Super Fastkvazaar: Bosphorus 4K - Ultra Fastuvg266: Bosphorus 1080p - Ultra Fastuvg266: Bosphorus 4K - Ultra Fastvvenc: Bosphorus 1080p - Fastervvenc: Bosphorus 4K - Fasterx265: Bosphorus 1080px265: Bosphorus 4Kavifenc: 2avifenc: 6avifenc: 6, Losslesswebp: Quality 100webp: Quality 100, Highest Compressionwebp: Quality 100, Losslessencode-mp3: WAV To MP3encode-flac: WAV To FLACjava-scimark2: Compositedacapobench: Jythondacapobench: H2O In-Memory Platform For Machine Learningdacapobench: jMonkeyEnginequantlib: Single-Threadedquantlib: Multi-Threadedgromacs: MPI CPU - water_GMX50_bareopenradioss: Bird Strike on Windshieldopenradioss: Rubber O-Ring Seal Installationopenradioss: Cell Phone Drop Testz3: 1.smt2z3: 2.smt2john-the-ripper: HMAC-SHA512john-the-ripper: bcryptjohn-the-ripper: WPA PSKsqlite-speedtest: Timed Time - Size 1,000phpbench: PHP Benchmark Suitepybench: Total For Average Test Timespyperformance: crypto_pyaespyperformance: django_templatepyperformance: json_loadspyperformance: python_startuppyperformance: regex_compilesimdjson: PartialTweetssimdjson: TopTweetoctave-benchmark: openscad: Projector Mount Swivelopenscad: Leonardo Phone Case Slimopenscad: Pistolopenscad: Retro Caropenscad: Mini-ITX CaseCore Ultra 7 155HCore i7 1280P18.859.382473384876383313178.853274.21125722741277.1216.7222.120.29586.3459.0121.60761.132446.143865.389786415146516.68219.27613.21414.17467.8166.1963.6492.7890.419151.126.611053.7212449.961.2519.83352.32286.9924.33920.777.56112.04151.3013.543429.534941.0817003564551.876.896490.89667.0218977.4805575.667712.13717.2408953.616897.259571.821227.1093.5018.1335.6235.55448.20697.413360.992106.06973.87823.428135.4034.25306.0768.13237.7059.3693.73133.9621.6528.8984.6818.3123.7596.84654.8514.4171.6366.3469.63313.134.241.855.69214.4813589.004328482168564275.829763.00.881448.42329.80159.9222.40074.88823516800143331503943.612122996856747.926.012.013.387.25.726.368.5214.29817.13155.0692.44425.68417.188.063053715002988069192.411296.68523872404270.3217.1318.818.38516.8404.0188.517100.917763.4901525.088595273765315.70718.14811.36612.14471.116263.354.311384.799363.851.5613.90431.12205.2729.14662.119.0175.29211.4611.574202.756058.32114650.082910.043.310069.38474.7678627.3893365.85528.17494.5699656.434162.817047.735522.2385.2013.9729.1228.96423.20988.383329.96281.15957.54714.80792.3421.35266.8650.66216.0142.9676.19102.5512.0319.7160.9411.8616.6994.30541.3810.03124.08710.23015.90313.514.001.895.76113.3062644.843028440268384119.914605.1597.33517.43291.2121.14874.7351606753390771545042.821123325852046.325.514.08.2786.94.845.586.7484.33217.68155.5302.38227.032OpenBenchmarking.org

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: FirefoxCore i7 1280PCore Ultra 7 155H510152025SE +/- 0.10, N = 3SE +/- 0.22, N = 417.1818.851. firefox 120.0.1

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: Google ChromeCore i7 1280PCore Ultra 7 155H3691215SE +/- 0.07, N = 3SE +/- 0.11, N = 48.069.381. chrome 120.0.6099.109

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxCore i7 1280PCore Ultra 7 155H70140210280350SE +/- 1.53, N = 3SE +/- 0.67, N = 33052471. firefox 120.0.1

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google ChromeCore i7 1280PCore Ultra 7 155H80160240320400SE +/- 1.53, N = 3SE +/- 2.89, N = 33713381. chrome 120.0.6099.109

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: FirefoxCore i7 1280PCore Ultra 7 155H11K22K33K44K55KSE +/- 213.25, N = 3SE +/- 395.61, N = 350029487631. firefox 120.0.1

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: Google ChromeCore i7 1280PCore Ultra 7 155H20K40K60K80K100KSE +/- 1021.34, N = 3SE +/- 452.81, N = 388069833131. chrome 120.0.6099.109

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxCore i7 1280PCore Ultra 7 155H4080120160200SE +/- 2.40, N = 3SE +/- 1.47, N = 3192.41178.851. firefox 120.0.1

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeCore i7 1280PCore Ultra 7 155H60120180240300SE +/- 0.77, N = 3SE +/- 1.49, N = 3296.69274.211. chrome 120.0.6099.109

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxCore i7 1280PCore Ultra 7 155H6001200180024003000SE +/- 3.48, N = 3SE +/- 2.08, N = 3238725721. firefox 120.0.1

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeCore i7 1280PCore Ultra 7 155H6001200180024003000SE +/- 9.82, N = 3SE +/- 8.41, N = 3240427411. chrome 120.0.6099.109

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxCore i7 1280PCore Ultra 7 155H60120180240300SE +/- 0.40, N = 4SE +/- 2.91, N = 4270.3277.11. firefox 120.0.1

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeCore i7 1280PCore Ultra 7 155H50100150200250SE +/- 0.95, N = 5SE +/- 0.29, N = 5217.13216.721. chrome 120.0.6099.109

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxCore i7 1280PCore Ultra 7 155H510152025SE +/- 0.21, N = 15SE +/- 0.19, N = 818.822.11. firefox 120.0.1

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeCore i7 1280PCore Ultra 7 155H510152025SE +/- 0.16, N = 15SE +/- 0.16, N = 1518.3820.291. chrome 120.0.6099.109

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxCore i7 1280PCore Ultra 7 155H130260390520650SE +/- 2.43, N = 3SE +/- 5.34, N = 3516.8586.31. firefox 120.0.1

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google ChromeCore i7 1280PCore Ultra 7 155H100200300400500SE +/- 1.52, N = 3SE +/- 5.99, N = 3404.0459.01. chrome 120.0.6099.109

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 i7 1280PCore Ultra 7 155H4080120160200SE +/- 3.66, N = 12SE +/- 0.44, N = 3188.52121.61

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 6.1Time To CompileCore i7 1280PCore Ultra 7 155H20406080100SE +/- 0.98, N = 6SE +/- 0.72, N = 4100.9261.13

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 CompileCore i7 1280PCore Ultra 7 155H160320480640800SE +/- 11.25, N = 9SE +/- 2.46, N = 3763.49446.14

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: NinjaCore i7 1280PCore Ultra 7 155H30060090012001500SE +/- 0.57, N = 3SE +/- 2.77, N = 31525.09865.39

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 i7 1280PCore Ultra 7 155H20K40K60K80K100KSE +/- 136.92, N = 3SE +/- 742.80, N = 359527786411. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingCore i7 1280PCore Ultra 7 155H11K22K33K44K55KSE +/- 1402.77, N = 3SE +/- 1656.35, N = 337653514651. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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: unsharp-maskCore i7 1280PCore Ultra 7 155H48121620SE +/- 0.19, N = 15SE +/- 0.09, N = 315.7116.68

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: resizeCore i7 1280PCore Ultra 7 155H510152025SE +/- 0.21, N = 15SE +/- 0.11, N = 318.1519.28

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: rotateCore i7 1280PCore Ultra 7 155H3691215SE +/- 0.04, N = 4SE +/- 0.05, N = 411.3713.21

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: auto-levelsCore i7 1280PCore Ultra 7 155H48121620SE +/- 0.02, N = 4SE +/- 0.07, N = 412.1414.17

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 TimeCore i7 1280PCore Ultra 7 155H1632486480SE +/- 0.54, N = 13SE +/- 0.37, N = 371.1267.821. RawTherapee, version 5.9, command line.

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: Boat - Acceleration: CPU-onlyCore Ultra 7 155H246810SE +/- 0.059, N = 66.196

Test: Boat - Acceleration: CPU-only

Core i7 1280P: The test quit with a non-zero exit status.

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

Core i7 1280P: The test quit with a non-zero exit status.

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

Core i7 1280P: The test quit with a non-zero exit status.

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

Core i7 1280P: The test quit with a non-zero exit status.

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles 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 i7 1280PCore Ultra 7 155H60120180240300SE +/- 3.74, N = 9SE +/- 1.30, N = 3263.35151.12

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 FP16-INT8 - Device: CPUCore i7 1280PCore Ultra 7 155H246810SE +/- 0.03, N = 15SE +/- 0.07, N = 44.316.611. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUCore i7 1280PCore Ultra 7 155H30060090012001500SE +/- 8.93, N = 15SE +/- 10.74, N = 41384.791053.72MIN: 646.83 / MAX: 5503.38MIN: 476.16 / MAX: 1642.831. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUCore i7 1280PCore Ultra 7 155H3K6K9K12K15KSE +/- 93.99, N = 13SE +/- 90.90, N = 159363.8512449.961. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUCore i7 1280PCore Ultra 7 155H0.3510.7021.0531.4041.755SE +/- 0.02, N = 13SE +/- 0.01, N = 151.561.25MIN: 0.43 / MAX: 8.06MIN: 0.37 / MAX: 12.191. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUCore i7 1280PCore Ultra 7 155H510152025SE +/- 0.13, N = 14SE +/- 0.14, N = 1513.9019.831. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUCore i7 1280PCore Ultra 7 155H90180270360450SE +/- 3.60, N = 14SE +/- 2.40, N = 15431.12352.32MIN: 221.57 / MAX: 1113.52MIN: 159.23 / MAX: 503.171. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUCore i7 1280PCore Ultra 7 155H60120180240300SE +/- 1.82, N = 14SE +/- 2.06, N = 15205.27286.991. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUCore i7 1280PCore Ultra 7 155H714212835SE +/- 0.23, N = 14SE +/- 0.17, N = 1529.1424.33MIN: 11.46 / MAX: 168.16MIN: 10.57 / MAX: 45.341. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUCore i7 1280PCore Ultra 7 155H2004006008001000SE +/- 6.23, N = 13SE +/- 8.20, N = 7662.11920.771. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUCore i7 1280PCore Ultra 7 155H3691215SE +/- 0.08, N = 13SE +/- 0.07, N = 79.017.56MIN: 3.02 / MAX: 38.72MIN: 3.02 / MAX: 20.621. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUCore i7 1280PCore Ultra 7 155H306090120150SE +/- 0.88, N = 15SE +/- 0.78, N = 1575.29112.041. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUCore i7 1280PCore Ultra 7 155H50100150200250SE +/- 2.40, N = 15SE +/- 1.04, N = 15211.46151.30MIN: 90.38 / MAX: 872.67MIN: 73.21 / MAX: 214.731. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 i7 1280PCore Ultra 7 155H3691215SE +/- 0.02, N = 3SE +/- 0.10, N = 311.5713.54

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 FloatCore i7 1280PCore Ultra 7 155H9001800270036004500SE +/- 51.49, N = 12SE +/- 38.74, N = 34202.753429.53

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet QuantCore i7 1280PCore Ultra 7 155H13002600390052006500SE +/- 41.42, N = 12SE +/- 41.69, N = 36058.324941.08

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2Core i7 1280PCore Ultra 7 155H40K80K120K160K200KSE +/- 13647.49, N = 12SE +/- 7275.56, N = 12114650.0170035.0

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4Core i7 1280PCore Ultra 7 155H20K40K60K80K100KSE +/- 944.07, N = 12SE +/- 657.96, N = 382910.064551.8

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: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamCore i7 1280PCore Ultra 7 155H20406080100SE +/- 0.59, N = 15SE +/- 0.80, N = 343.3176.90

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamCore i7 1280PCore Ultra 7 155H20406080100SE +/- 0.82, N = 15SE +/- 0.93, N = 369.3890.90

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamCore i7 1280PCore Ultra 7 155H246810SE +/- 0.0571, N = 3SE +/- 0.0919, N = 34.76787.0218

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamCore i7 1280PCore Ultra 7 155H2004006008001000SE +/- 7.69, N = 3SE +/- 15.03, N = 3627.39977.48

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore i7 1280PCore Ultra 7 155H120240360480600SE +/- 2.92, N = 14SE +/- 6.39, N = 3365.86575.67

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore i7 1280PCore Ultra 7 155H3691215SE +/- 0.0600, N = 14SE +/- 0.1344, N = 38.174912.1371

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamCore i7 1280PCore Ultra 7 155H246810SE +/- 0.0025, N = 3SE +/- 0.0184, N = 34.56997.2408

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamCore i7 1280PCore Ultra 7 155H2004006008001000SE +/- 0.35, N = 3SE +/- 1.16, N = 3656.43953.62

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore i7 1280PCore Ultra 7 155H20406080100SE +/- 0.45, N = 15SE +/- 0.61, N = 362.8297.26

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore i7 1280PCore Ultra 7 155H1632486480SE +/- 0.32, N = 15SE +/- 0.45, N = 347.7471.82

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50Core i7 1280PCore Ultra 7 155H612182430SE +/- 0.39, N = 15SE +/- 0.82, N = 1522.2327.10MIN: 17.86 / MAX: 33.59MIN: 7.45 / MAX: 35.43

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 i7 1280PCore Ultra 7 155H20406080100SE +/- 0.80, N = 13SE +/- 0.07, N = 385.2093.501. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: UploadCore i7 1280PCore Ultra 7 155H48121620SE +/- 0.06, N = 3SE +/- 0.07, N = 313.9718.131. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: PlatformCore i7 1280PCore Ultra 7 155H816243240SE +/- 0.32, N = 5SE +/- 0.06, N = 329.1235.621. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: Video On DemandCore i7 1280PCore Ultra 7 155H816243240SE +/- 0.13, N = 3SE +/- 0.04, N = 328.9635.551. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 13 - Input: Bosphorus 1080pCore i7 1280PCore Ultra 7 155H100200300400500SE +/- 2.33, N = 11SE +/- 13.43, N = 15423.21448.211. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4KCore i7 1280PCore Ultra 7 155H20406080100SE +/- 2.31, N = 12SE +/- 2.17, N = 1588.3897.411. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 1080pCore i7 1280PCore Ultra 7 155H80160240320400SE +/- 1.06, N = 11SE +/- 2.28, N = 15329.96360.991. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4KCore i7 1280PCore Ultra 7 155H20406080100SE +/- 2.77, N = 15SE +/- 0.68, N = 681.16106.071. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 1080pCore i7 1280PCore Ultra 7 155H1632486480SE +/- 1.52, N = 15SE +/- 5.24, N = 1257.5573.881. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4KCore i7 1280PCore Ultra 7 155H612182430SE +/- 0.28, N = 15SE +/- 0.21, N = 1514.8123.431. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-HEVC

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pCore i7 1280PCore Ultra 7 155H306090120150SE +/- 3.49, N = 15SE +/- 1.25, N = 1592.34135.401. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 4KCore i7 1280PCore Ultra 7 155H816243240SE +/- 0.59, N = 15SE +/- 0.66, N = 1521.3534.251. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pCore i7 1280PCore Ultra 7 155H70140210280350SE +/- 0.81, N = 10SE +/- 2.81, N = 15266.86306.071. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 4KCore i7 1280PCore Ultra 7 155H1530456075SE +/- 2.24, N = 15SE +/- 4.79, N = 1250.6668.131. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pCore i7 1280PCore Ultra 7 155H50100150200250SE +/- 0.60, N = 9SE +/- 1.02, N = 10216.01237.701. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KCore i7 1280PCore Ultra 7 155H1326395265SE +/- 2.13, N = 15SE +/- 0.82, N = 1542.9659.361. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Super FastCore i7 1280PCore Ultra 7 155H20406080100SE +/- 2.57, N = 15SE +/- 0.73, N = 1576.1993.731. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Ultra FastCore i7 1280PCore Ultra 7 155H306090120150SE +/- 4.49, N = 15SE +/- 1.20, N = 15102.55133.961. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super FastCore i7 1280PCore Ultra 7 155H510152025SE +/- 0.11, N = 7SE +/- 0.29, N = 312.0321.651. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastCore i7 1280PCore Ultra 7 155H714212835SE +/- 0.25, N = 14SE +/- 0.27, N = 1519.7128.891. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Ultra FastCore i7 1280PCore Ultra 7 155H20406080100SE +/- 2.47, N = 15SE +/- 0.81, N = 1560.9484.68

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastCore i7 1280PCore Ultra 7 155H510152025SE +/- 0.11, N = 6SE +/- 0.17, N = 1511.8618.31

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: FasterCore i7 1280PCore Ultra 7 155H612182430SE +/- 0.11, N = 14SE +/- 0.13, N = 316.7023.761. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FasterCore i7 1280PCore Ultra 7 155H246810SE +/- 0.029, N = 12SE +/- 0.082, N = 44.3056.8461. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

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 i7 1280PCore Ultra 7 155H1224364860SE +/- 0.85, N = 15SE +/- 0.31, N = 1541.3854.851. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KCore i7 1280PCore Ultra 7 155H48121620SE +/- 0.08, N = 15SE +/- 0.12, N = 910.0314.411. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 i7 1280PCore Ultra 7 155H306090120150SE +/- 1.04, N = 12SE +/- 0.12, N = 3124.0971.641. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6Core i7 1280PCore Ultra 7 155H3691215SE +/- 0.243, N = 15SE +/- 0.028, N = 710.2306.3461. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessCore i7 1280PCore Ultra 7 155H48121620SE +/- 0.378, N = 15SE +/- 0.082, N = 515.9039.6331. (CXX) g++ options: -O3 -fPIC -lm

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 i7 1280PCore Ultra 7 155H3691215SE +/- 0.04, N = 11SE +/- 0.08, N = 1413.5113.131. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Highest CompressionCore i7 1280PCore Ultra 7 155H0.9541.9082.8623.8164.77SE +/- 0.03, N = 15SE +/- 0.03, N = 74.004.241. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, LosslessCore i7 1280PCore Ultra 7 155H0.42530.85061.27591.70122.1265SE +/- 0.01, N = 4SE +/- 0.00, N = 41.891.851. (CC) gcc options: -fvisibility=hidden -O2 -lm

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 MP3Core i7 1280PCore Ultra 7 155H1.29622.59243.88865.18486.481SE +/- 0.034, N = 7SE +/- 0.050, N = 75.7615.6921. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lncurses -lm

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 FLACCore i7 1280PCore Ultra 7 155H48121620SE +/- 0.04, N = 5SE +/- 0.06, N = 513.3114.481. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

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 i7 1280PCore Ultra 7 155H8001600240032004000SE +/- 56.75, N = 12SE +/- 39.82, N = 52644.843589.00

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 i7 1280PCore Ultra 7 155H9001800270036004500SE +/- 32.80, N = 15SE +/- 19.78, N = 330284328

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: H2O In-Memory Platform For Machine LearningCore i7 1280PCore Ultra 7 155H10002000300040005000SE +/- 44.76, N = 15SE +/- 44.77, N = 1544024821

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: jMonkeyEngineCore i7 1280PCore Ultra 7 155H15003000450060007500SE +/- 6.74, N = 3SE +/- 5.00, N = 368386856

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 i7 1280PCore Ultra 7 155H9001800270036004500SE +/- 61.12, N = 15SE +/- 32.79, N = 154119.94275.81. (CXX) g++ options: -O3 -march=native -fPIE -pie

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.32Configuration: Multi-ThreadedCore i7 1280PCore Ultra 7 155H6K12K18K24K30KSE +/- 450.20, N = 12SE +/- 242.05, N = 914605.129763.01. (CXX) g++ options: -O3 -march=native -fPIE -pie

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_bareCore Ultra 7 155H0.19820.39640.59460.79280.991SE +/- 0.002, N = 30.8811. (CXX) g++ options: -O3

Implementation: MPI CPU - Input: water_GMX50_bare

Core i7 1280P: The test quit with a non-zero exit status. E: Fatal error:

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: Bird Strike on WindshieldCore i7 1280PCore Ultra 7 155H130260390520650SE +/- 4.13, N = 3SE +/- 4.93, N = 3597.33448.42

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationCore i7 1280PCore Ultra 7 155H110220330440550SE +/- 1.66, N = 3SE +/- 1.90, N = 3517.43329.80

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestCore i7 1280PCore Ultra 7 155H60120180240300SE +/- 5.09, N = 6SE +/- 1.77, N = 12291.21159.92

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: 1.smt2Core i7 1280PCore Ultra 7 155H510152025SE +/- 0.19, N = 3SE +/- 0.09, N = 321.1522.401. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is BetterZ3 Theorem Prover 4.12.1SMT File: 2.smt2Core i7 1280PCore Ultra 7 155H20406080100SE +/- 0.70, N = 7SE +/- 0.50, N = 374.7474.891. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC

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: HMAC-SHA512Core i7 1280PCore Ultra 7 155H5M10M15M20M25MSE +/- 160232.12, N = 15SE +/- 200725.71, N = 1516067533235168001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt -lbz2

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: bcryptCore i7 1280PCore Ultra 7 155H3K6K9K12K15KSE +/- 373.82, N = 13SE +/- 298.54, N = 159077143331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt -lbz2

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKCore i7 1280PCore Ultra 7 155H3K6K9K12K15KSE +/- 184.45, N = 15SE +/- 147.24, N = 1415450150391. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt -lbz2

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 i7 1280PCore Ultra 7 155H1020304050SE +/- 0.58, N = 3SE +/- 0.25, N = 342.8243.611. (CC) gcc options: -O2 -lz

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 i7 1280PCore Ultra 7 155H300K600K900K1200K1500KSE +/- 12041.24, N = 4SE +/- 12951.71, N = 412332581229968

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 i7 1280PCore Ultra 7 155H120240360480600SE +/- 2.90, N = 4SE +/- 6.94, N = 4520567

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 i7 1280PCore Ultra 7 155H1122334455SE +/- 0.23, N = 3SE +/- 0.17, N = 346.347.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateCore i7 1280PCore Ultra 7 155H612182430SE +/- 0.43, N = 12SE +/- 0.09, N = 325.526.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsCore i7 1280PCore Ultra 7 155H48121620SE +/- 0.16, N = 15SE +/- 0.06, N = 314.012.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupCore i7 1280PCore Ultra 7 155H3691215SE +/- 0.03, N = 3SE +/- 0.00, N = 38.2713.30

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileCore i7 1280PCore Ultra 7 155H20406080100SE +/- 0.40, N = 3SE +/- 0.38, N = 386.987.2

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 i7 1280PCore Ultra 7 155H1.2872.5743.8615.1486.435SE +/- 0.10, N = 15SE +/- 0.03, N = 34.845.721. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: TopTweetCore i7 1280PCore Ultra 7 155H246810SE +/- 0.08, N = 14SE +/- 0.07, N = 35.586.361. (CXX) g++ options: -O3

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 i7 1280PCore Ultra 7 155H246810SE +/- 0.030, N = 6SE +/- 0.036, N = 56.7488.521

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: Projector Mount SwivelCore i7 1280PCore Ultra 7 155H0.97471.94942.92413.89884.8735SE +/- 0.024, N = 8SE +/- 0.030, N = 154.3324.2981. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Leonardo Phone Case SlimCore i7 1280PCore Ultra 7 155H48121620SE +/- 0.23, N = 3SE +/- 0.17, N = 317.6817.131. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: PistolCore i7 1280PCore Ultra 7 155H1224364860SE +/- 0.37, N = 3SE +/- 0.54, N = 355.5355.071. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Retro CarCore i7 1280PCore Ultra 7 155H0.54991.09981.64972.19962.7495SE +/- 0.005, N = 10SE +/- 0.014, N = 102.3822.4441. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Mini-ITX CaseCore i7 1280PCore Ultra 7 155H612182430SE +/- 0.30, N = 3SE +/- 0.15, N = 327.0325.681. OpenSCAD version 2021.01

Meta Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsCore i7 1280PCore Ultra 7 155H4080120160200175.27191.95

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System MonitoringCore i7 1280PCore Ultra 7 155H8001600240032004000Min: 400 / Avg: 2167.9 / Max: 4820Min: 400 / Avg: 2991.68 / Max: 4865

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringCore i7 1280PCore Ultra 7 155H1530456075Min: 0.62 / Avg: 28.87 / Max: 75.58Min: 0.7 / Avg: 28.84 / Max: 65.92

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringCore i7 1280PCore Ultra 7 155H20406080100Min: 43 / Avg: 65 / Max: 94Min: 38 / Avg: 75.56 / Max: 105

129 Results Shown

Selenium:
  ARES-6 - Firefox
  ARES-6 - Google Chrome
  Speedometer - Firefox
  Speedometer - Google Chrome
  Octane - Firefox
  Octane - Google Chrome
  Jetstream 2 - Firefox
  Jetstream 2 - Google Chrome
  PSPDFKit WASM - Firefox
  PSPDFKit WASM - Google Chrome
  WASM collisionDetection - Firefox
  WASM collisionDetection - Google Chrome
  WASM imageConvolute - Firefox
  WASM imageConvolute - Google Chrome
  Kraken - Firefox
  Kraken - Google Chrome
Timed Linux Kernel Compilation
Timed FFmpeg Compilation
Timed Godot Game Engine Compilation
Timed LLVM Compilation
7-Zip Compression:
  Compression Rating
  Decompression Rating
GIMP:
  unsharp-mask
  resize
  rotate
  auto-levels
RawTherapee
Darktable:
  Boat - CPU-only
  Masskrug - CPU-only
  Server Room - CPU-only
  Server Rack - CPU-only
Blender
OpenVINO:
  Face Detection FP16-INT8 - CPU:
    FPS
    ms
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    FPS
    ms
  Person Detection FP16 - CPU:
    FPS
    ms
  Vehicle Detection FP16-INT8 - CPU:
    FPS
    ms
  Face Detection Retail FP16-INT8 - CPU:
    FPS
    ms
  Handwritten English Recognition FP16-INT8 - CPU:
    FPS
    ms
TensorFlow
TensorFlow Lite:
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
  Inception V4
Neural Magic DeepSparse:
  CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  ResNet-50, Sparse INT8 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  BERT-Large, NLP Question Answering - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
PyTorch
FFmpeg:
  libx265 - Live
  libx265 - Upload
  libx265 - Platform
  libx265 - Video On Demand
SVT-AV1:
  Preset 13 - Bosphorus 1080p
  Preset 13 - Bosphorus 4K
  Preset 12 - Bosphorus 1080p
  Preset 12 - Bosphorus 4K
  Preset 8 - Bosphorus 1080p
  Preset 8 - Bosphorus 4K
SVT-HEVC:
  7 - Bosphorus 1080p
  7 - Bosphorus 4K
  10 - Bosphorus 1080p
  10 - Bosphorus 4K
SVT-VP9:
  PSNR/SSIM Optimized - Bosphorus 1080p
  PSNR/SSIM Optimized - Bosphorus 4K
Kvazaar:
  Bosphorus 1080p - Super Fast
  Bosphorus 1080p - Ultra Fast
  Bosphorus 4K - Super Fast
  Bosphorus 4K - Ultra Fast
uvg266:
  Bosphorus 1080p - Ultra Fast
  Bosphorus 4K - Ultra Fast
VVenC:
  Bosphorus 1080p - Faster
  Bosphorus 4K - Faster
x265:
  Bosphorus 1080p
  Bosphorus 4K
libavif avifenc:
  2
  6
  6, Lossless
WebP Image Encode:
  Quality 100
  Quality 100, Highest Compression
  Quality 100, Lossless
LAME MP3 Encoding
FLAC Audio Encoding
Java SciMark
DaCapo Benchmark:
  Jython
  H2O In-Memory Platform For Machine Learning
  jMonkeyEngine
QuantLib:
  Single-Threaded
  Multi-Threaded
GROMACS
OpenRadioss:
  Bird Strike on Windshield
  Rubber O-Ring Seal Installation
  Cell Phone Drop Test
Z3 Theorem Prover:
  1.smt2
  2.smt2
John The Ripper:
  HMAC-SHA512
  bcrypt
  WPA PSK
SQLite Speedtest
PHPBench
PyBench
PyPerformance:
  crypto_pyaes
  django_template
  json_loads
  python_startup
  regex_compile
simdjson:
  PartialTweets
  TopTweet
GNU Octave Benchmark
OpenSCAD:
  Projector Mount Swivel
  Leonardo Phone Case Slim
  Pistol
  Retro Car
  Mini-ITX Case
Meta Performance Per Watts:
  Performance Per Watts
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring