Intel Core Ultra 7 155H vs. AMD Ryzen 7 7840U Linux Benchmarks

Intel Core Ultra 7 155H benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2312190-NE-COREULTRA78
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Ryzen 7 7840U
December 14 2023
  1 Day, 13 Hours, 52 Minutes
Core Ultra 7 155H
December 16 2023
  2 Days, 23 Hours, 19 Minutes
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  2 Days, 6 Hours, 35 Minutes
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Intel Core Ultra 7 155H vs. AMD Ryzen 7 7840U Linux BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionRyzen 7 7840UCore Ultra 7 155HAMD Ryzen 7 7840U @ 5.13GHz (8 Cores / 16 Threads)Framework FRANMDCP07 (03.03 BIOS)AMD Device 14e816GB512GB Western Digital WD PC SN740 SDDPNQD-512GAMD Phoenix1 512MB (2700/2800MHz)AMD Rembrandt Radeon HD AudioMEDIATEK MT7922 802.11ax PCIUbuntu 23.106.7.0-060700rc5-generic (x86_64)GNOME Shell 45.1X Server 1.21.1.7 + Wayland4.6 Mesa 24.0~git2312160600.5d937f~oibaf~m (git-5d937f0 2023-12-16 mantic-oibaf-ppa)GCC 13.2.0ext42256x1504Intel Core Ultra 7 155H @ 4.80GHz (16 Cores / 22 Threads)MTL Coral_MTH (V1.01 BIOS)Intel Device 7e7f1024GB Micron_2550_MTFDKBA1T0TGEIntel Arc MTL 15GB (2250MHz)Intel Meteor Lake-P HD AudioIntel Device 7e401920x1200OpenBenchmarking.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 Disk Details- NONE / relatime,rw / Block Size: 4096Processor Details- Ryzen 7 7840U: Scaling Governor: amd-pstate-epp powersave - Platform Profile: balanced - CPU Microcode: 0xa704103 - ACPI Profile: balanced - Core Ultra 7 155H: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x13 - Thermald 2.5.4Java Details- OpenJDK Runtime Environment (build 17.0.9+9-Ubuntu-123.10)Python Details- Python 3.11.6Security Details- Ryzen 7 7840U: 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: Vulnerable: Safe RET no microcode + 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 STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - 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

Ryzen 7 7840U vs. Core Ultra 7 155H ComparisonPhoronix Test SuiteBaseline+82.2%+82.2%+164.4%+164.4%+246.6%+246.6%+328.8%+328.8%114.7%108.6%91.1%88.8%84%69.3%68.9%64.3%48.9%47.7%46.2%45.7%44.7%44.4%43.1%38.6%37.7%37.1%24.8%24.1%24%23.5%23%22.7%22.2%22.2%20.6%20.3%18.8%18.6%18.2%17.2%17%16.1%14.8%11.8%11.1%10.7%10.4%8.6%8.4%7.7%6.9%6.6%6.5%6.5%6.3%5.8%5.6%5.5%5.5%5.2%5%4.9%4.9%4.7%4.5%4.4%4.4%4.3%4%3.1%2.7%2.6%2.4%2.4%C.S.9.P.Y.P - A.M.S328.9%H.G.B.A316.2%I.R.V308.5%H.E.R.F.I - CPU306.4%P.V.B.D.F - CPU258.3%N.T.C.B.b.u.S.S.I - A.M.S234.5%ggml-small.en - 2.S.o.t.U233.7%A.G.R.R.0.F.I - CPU231.6%V.D.F.I - CPU222.9%B.L.N.Q.A.S.I - A.M.S220.8%W.P.D.F.I - CPU220%P.D.F - CPU217%CPU - regnety_400m204.1%B.L.N.Q.A - A.M.S199.1%N.T.C.B.b.u.c - A.M.S196.3%H.G.B193.8%R.5.S.I - A.M.S193.3%N.D.C.o.b.u.o.I - A.M.S190.7%R.5.B - A.M.S189.7%C.C.R.5.I - A.M.S187.8%F.B.t.B.F.F183.7%ggml-base.en - 2.S.o.t.U181.9%CPU - mnasnet176.6%C.D.Y.C.S.I - A.M.S175.4%C.D.Y.C - A.M.S174.6%N.T.C.D.m - A.M.S174.3%F.D.F.I - CPU172.6%SqueezeNet158.5%CPU-v3-v3 - mobilenet-v3154.9%RSA4096150.1%R.S.A.F.I - CPU149.8%CPU - shufflenet-v2147.2%CPU - efficientnet-b0141.8%CPU - blazeface140.5%TSNE MNIST Dataset134.6%CPU - 32 - Efficientnet_v2_l125.2%Inception V4123.3%tConvolve MPI - Degridding120.8%CPU-v2-v2 - mobilenet-v2119.1%Mobilenet Float118.5%CPU - 16 - Efficientnet_v2_l116.8%8 - Compression SpeedCPU - resnet50112.5%CPU - 1 - ResNet-152111.6%BLAS108.9%F.F.TChaCha20-Poly1305107.2%CPU - 32 - ResNet-152106.3%P.V.B.D.F - CPU104.3%CPU - 16 - ResNet-152102.6%ChaCha20102.3%CPU - FastestDet99%python_startup94.2%CPU - googlenet91.9%tConvolve MT - GriddingH.E.R.F.I - CPU90.4%8, Long Mode - Compression SpeedtConvolve MPI - Gridding87.8%C.S.9.P.Y.P - A.M.S86.8%CPU - mobilenet85.4%CPU - 32 - ResNet-5084.5%V.D.F.I - CPU84.2%RotateCPU - resnet1882.4%F.D.R.F.I - CPU81.9%CPU - 16 - ResNet-5081.2%P.D.F - CPU81.1%CPU - 1 - Efficientnet_v2_l80%Eigen76.9%CPU - 1 - ResNet-5075.9%Update Rand71.8%AES-128-GCM69.4%SP.Bgravity_spheres_volume/dim_512/ao/real_time69.2%12 - Compression Speedgravity_spheres_volume/dim_512/scivis/real_time68.1%3 - D.S67.5%9 - D.S67.1%CPU - yolov4-tiny66.5%1 - D.S65.9%R.O.R.S.I64.6%H.C.OMobilenet Quant62.9%CPU - squeezenet_ssd61.8%Bumper Beam61.6%1 - Compression Speed61%AES-256-GCM60.6%F.D.R.F.I - CPU60.1%CPU - Numpy - 4194304 - Equation of State58.4%F.D.F.I - CPU56.5%Monte Carlo56.2%D.L.M.F54.3%A.G.R.R.0.F.I - CPU53.5%CPU - 16 - ResNet-5052.4%2.N.L.R51.1%W.P.D.F.I - CPU50.6%1e1249.6%A.X.2.ECPU - 32 - ResNet-5048.2%8 - 256 - 51247.9%A.X.5.ECore47.6%1 - 4K - 32 - Path Tracer - CPU46.6%tConvolve MT - Degriddingresize46.2%CPU - Bedroom46.1%Hilbert Transform16 - 256 - 51244.8%A.X.2.DA.X.5.D3 - 4K - 32 - Path Tracer - CPU44.4%1 - 4K - 16 - Path Tracer - CPU44.1%C.P.D.T44.1%gravity_spheres_volume/dim_512/pathtracer/real_time44%N.T.C.B.b.u.S.S.I - A.M.S43.3%libx265 - Live43.2%1 - 1080p - 1 - Path Tracer - CPU43.1%Hilbert Transform3 - 1080p - 1 - Path Tracer - CPU42.9%3 - 4K - 16 - Path Tracer - CPU42.7%R.S.A.F.I - CPU42.5%CPU - alexnet42.4%B.S.o.W42.3%1 - 1080p - 32 - Path Tracer - CPU42%CPU - Numpy - 4194304 - Isoneutral Mixing41.8%libx265 - Video On Demand41.3%3 - 1080p - 32 - Path Tracer - CPU40.8%libx265 - Platform40.7%Scale39%1 - 4K - 1 - Path Tracer - CPU38.7%BT.CKNN CADB.L.N.Q.A.S.I - A.M.S37.5%3 - 4K - 1 - Path Tracer - CPU37.5%libx265 - Upload37.3%SharpenPreset 8 - Bosphorus 4K36.3%R.R.W.R36.2%RT.ldr_alb_nrm.3840x2160 - CPU-Only36%Bosphorus 1080p - Super Fast35.7%Barbershop - CPU-Only35%34.8%D.R33.8%3 - 1080p - 16 - Path Tracer - CPU33.6%ARES-6 - Google Chrome33.2%14 digit32.9%Emily32.9%Danish Mood - CPU32.7%Bosphorus 4K - Super Fast32.4%1 - 1080p - 16 - Path Tracer - CPU32.1%Bosphorus 1080p - Very Fast31.9%Bosphorus 1080p - Very Fast31.2%Material Tester30.8%DistinctUserID30.7%Composite30.6%B.L.N.Q.A - A.M.S30.3%30.3%Bosphorus 4K - Very Fast30.2%CPU - vgg1630.2%N.T.C.B.b.u.c - A.M.S30%1.H.M.2.D29.9%TopTweet29.8%Bosphorus 4K - Ultra Fast29.6%Bosphorus 1080p - Super Fast29.2%Total Time28%Bosphorus 4K - Very Fast28%Bosphorus 1080p - Ultra Fast27.9%Bosphorus 4K - Super Fast27.7%Bosphorus 1080p - Ultra Fast27.6%v.I27.3%Preset 4 - Bosphorus 4K27.3%FIR Filter27.2%LuxCore Benchmark - CPU27.1%Blowfish27%bcrypt27%R.C.a.P - CPU26.3%N.D.C.o.b.u.o.I - A.M.S26.3%Preset 4 - Bosphorus 1080p26.1%Rotate 90 Degrees26%Preset 8 - Bosphorus 1080p26%EP.C25.9%2.smt225.9%R.5.S.I - A.M.S25.3%F.D.FFishy Cat - CPU-Only24.6%R.5.B - A.M.S24.3%Timed Time - Size 1,000particle_volume/scivis/real_timeBosphorus 4K - Ultra Fast23.9%Pathtracer ISPC - Crown23.6%19 - D.SC.C.R.5.I - A.M.S23.5%PartialTweets23.1%KawPow - 1MBosphorus 1080p - Faster22.9%particle_volume/ao/real_timeregex_compile22.7%Pabellon Barcelona - CPU-Only22.6%Bosphorus 1080p - Fast22.4%1 - 256 - 32F.D.FKostya21.9%Bosphorus 4K - Fast21.5%4 - 256 - 51221.4%Bosphorus 1080p21.3%Speedometer - Firefox20.9%Classroom - CPU-Only20.7%2 - 256 - 32CPU - Supercar20.6%Kraken - Firefox20.6%Monero - 1MCPU20.3%Bosphorus 4K - Faster19.6%T.B.T19.4%PBKDF2-sha51219.4%Pathtracer ISPC - Asian Dragon18.9%CryptoNight-Heavy - 1MC.F.U - 1MC.D.Y.C.S.I - A.M.S18.3%1.smt2Relative Entropy18.1%C.D.Y.C - A.M.S18%N.T.C.D.m - A.M.S17.7%SVG Files To PNG17.7%GhostRider - 1M17.5%Time To Compile17.4%VMAF Optimized - Bosphorus 4KServer Rack - CPU-only17.2%P.B.S12 digit16.8%Noise-Gaussian16.2%W.c - Google ChromeTime To Compile15.9%Kraken - Google Chrome15.5%Pathtracer ISPC - Asian Dragon Obj15.1%B.C15.1%Preset 12 - Bosphorus 1080p15%J.S.O.RARES-6 - Firefox14.4%allmodconfig14.2%S.X.5.E13.8%16 - 256 - 3213.8%defconfig13.4%MPI CPU - water_GMX50_bare13.2%Swirl12.6%D.T12.2%SGD Regression12.1%linux-5.19.tar.xz12%19, Long Mode - D.S2 - 256 - 51211.6%Jetstream 2 - Firefox11.6%4 - 256 - 32RSA409611%unsharp-mask10.9%10.8%particle_volume/pathtracer/real_time10.8%P.S.O - Bosphorus 4KS.X.2.E10.7%Read While Writing10.6%EnhancedDisney Material10.3%HWB Color Space10.3%Jetstream 2 - Google Chrome9.9%PSPDFKit WASM - Google Chrome9.8%Preset 13 - Bosphorus 1080p9.8%BMW27 - CPU-Only9.7%Isolation Forest9.3%WAV To FLAC9.3%9.3%Exhaustive9.3%Boat - CPU-only9.1%Orange Juice - CPU8.8%W.i - Firefox8.7%T.T.C.C.G.C8.7%Rand ReadIIR FilterTime To Compile8%Crop7.9%auto-levels7.9%S.S.C7.8%7.7%Bosphorus 4KTime To Compile7.6%PSPDFKit WASM - Firefox7.4%1 - 256 - 5127.4%WAV To MP37.2%Earthgecko Skyline7%Speedometer - Google Chrome6.9%Preset 12 - Bosphorus 4K6.9%Multi-Threaded6.9%T.F.A.T.T26.6%ReflectW.i - Google Chrome6.5%6, LosslessSingle-Threaded44100 - 1024rotate6.3%DLSC - CPU6.2%S.X.5.D6%6Preset 13 - Bosphorus 4KResizing5.6%P.6.P.P.D5.5%12 - D.SS.X.2.D5.5%Time To Compile5.3%C.A.D.OTotal Time - 4.1.R.P.PPBKDF2-whirlpoolT.T.S.SPod2html4.8%Compression Ratingraytrace4.6%T.X.5.D4.5%Q.1.C.E.519, Long Mode - Compression SpeedWritesInterpreterSHA5124.2%L.P.C.S4.2%3 - Compression Speed4%W.c - FirefoxT.X.2.D3.8%crypto_pyaes3.7%8 - 256 - 323.7%10, Lossless3.6%T.X.2.E3.4%Fast3.4%T.X.5.E3.3%Octane - Google Chrome3.2%F.B.t.B.F.F2.9%Mini-ITX Case2.8%Complex Phase2.8%Antialias19 - Compression SpeedWindowed Gaussian2.6%ThoroughDefault2.4%480000 - 1024Pistol2.1%Neural Magic DeepSparseScikit-LearnTensorFlow LiteOpenVINOOpenVINONeural Magic DeepSparseWhisper.cppOpenVINOOpenVINONeural Magic DeepSparseOpenVINOOpenVINONCNNNeural Magic DeepSparseNeural Magic DeepSparseScikit-LearnNeural Magic DeepSparseNeural Magic DeepSparseNeural Magic DeepSparseNeural Magic DeepSparseLuaRadioWhisper.cppNCNNNeural Magic DeepSparseNeural Magic DeepSparseNeural Magic DeepSparseOpenVINOTensorFlow LiteNCNNOpenSSLOpenVINONCNNNCNNNCNNScikit-LearnPyTorchTensorFlow LiteASKAPNCNNTensorFlow LitePyTorchZstd CompressionNCNNPyTorchLeelaChessZeroJava SciMarkOpenSSLPyTorchOpenVINOPyTorchOpenSSLNCNNPyPerformanceNCNNASKAPOpenVINOZstd CompressionASKAPNeural Magic DeepSparseNCNNPyTorchOpenVINOGraphicsMagickNCNNOpenVINOPyTorchOpenVINOPyTorchLeelaChessZeroPyTorchRocksDBOpenSSLNAS Parallel BenchmarksOSPRayZstd CompressionOSPRayLZ4 CompressionLZ4 CompressionNCNNLZ4 CompressionOpenRadiossASKAPTensorFlow LiteNCNNOpenRadiossLZ4 CompressionOpenSSLOpenVINOPyHPC BenchmarksOpenVINOJava SciMarkJava SciMarkOpenVINOTensorFlowScikit-LearnOpenVINOPrimesieveCryptsetupTensorFlowLiquid-DSPCryptsetupOpenCVOSPRay StudioASKAPGIMPIndigoBenchGNU RadioLiquid-DSPCryptsetupCryptsetupOSPRay StudioOSPRay StudioOpenRadiossOSPRayNeural Magic DeepSparseFFmpegOSPRay StudioLuaRadioOSPRay StudioOSPRay StudioOpenVINONCNNOpenRadiossOSPRay StudioPyHPC BenchmarksFFmpegOSPRay StudioFFmpegGEGLOSPRay StudioNAS Parallel BenchmarksNumenta Anomaly BenchmarkNeural Magic DeepSparseOSPRay StudioFFmpegGraphicsMagickSVT-AV1RocksDBIntel Open Image DenoiseKvazaarBlenderAircrack-ng7-Zip CompressionOSPRay StudioSeleniumHelsingAppleseedLuxCoreRenderKvazaarOSPRay StudioKvazaaruvg266AppleseedsimdjsonJava SciMarkNeural Magic DeepSparseGNU Octave BenchmarkKvazaarNCNNNeural Magic DeepSparseasmFishsimdjsonKvazaaruvg266Stockfishuvg266Kvazaaruvg266uvg266OpenVKLSVT-AV1GNU RadioLuxCoreRenderJohn The RipperJohn The RipperLuxCoreRenderNeural Magic DeepSparseSVT-AV1GEGLSVT-AV1NAS Parallel BenchmarksZ3 Theorem ProverNeural Magic DeepSparseLuaRadioBlenderNeural Magic DeepSparseSQLite SpeedtestOSPRayuvg266EmbreeZstd CompressionNeural Magic DeepSparsesimdjsonXmrigVVenCOSPRayPyPerformanceBlenderVVenCLiquid-DSPGNU RadiosimdjsonVVenCLiquid-DSPx265SeleniumBlenderLiquid-DSPIndigoBenchSeleniumXmrigChaos Group V-RAYVVenCRawTherapeeCryptsetupEmbreeXmrigXmrigNeural Magic DeepSparseZ3 Theorem ProverNumenta Anomaly BenchmarkNeural Magic DeepSparseNeural Magic DeepSparseInkscapeXmrigTimed FFmpeg CompilationSVT-VP9DarktablePHPBenchHelsingGraphicsMagickSeleniumTimed GDB GNU Debugger CompilationSeleniumEmbreeNumenta Anomaly BenchmarkSVT-AV1Java SciMarkSeleniumTimed Linux Kernel CompilationCryptsetupLiquid-DSPTimed Linux Kernel CompilationGROMACSGraphicsMagicklibjpeg-turbo tjbenchScikit-LearnUnpacking The Linux KernelZstd CompressionLiquid-DSPSeleniumLiquid-DSPOpenSSLGIMPNumpy BenchmarkOSPRaySVT-VP9CryptsetupRocksDBGraphicsMagickAppleseedGraphicsMagickSeleniumSeleniumSVT-AV1BlenderScikit-LearnFLAC Audio Encodinglibavif avifencASTC EncoderDarktableLuxCoreRenderSeleniumGitRocksDBGNU RadioTimed Godot Game Engine CompilationGEGLGIMPGNU RadioR Benchmarkx265Timed PHP CompilationSeleniumLiquid-DSPLAME MP3 EncodingNumenta Anomaly BenchmarkSeleniumSVT-AV1QuantLibPyBenchlibavif avifencGEGLSeleniumlibavif avifencQuantLibStargate Digital Audio WorkstationGIMPLuxCoreRenderCryptsetuplibavif avifencSVT-AV1GraphicsMagickOCRMyPDFNode.js V8 Web Tooling BenchmarkZstd CompressionCryptsetupTimed Wasmer CompilationNumenta Anomaly BenchmarkC-RayCryptsetupeSpeak-NG Speech EnginePerl Benchmarks7-Zip CompressionPyPerformanceCryptsetupWebP2 Image EncodeZstd CompressionScyllaDBPerl BenchmarksOpenSSLOpenSCADLZ4 CompressionSeleniumCryptsetupPyPerformanceLiquid-DSPlibavif avifencCryptsetupASTC EncoderCryptsetupSeleniumWireGuard + Linux Networking Stack Stress TestGNU RadioOpenSCADLuaRadioGEGLZstd CompressionNumenta Anomaly BenchmarkASTC EncoderWebP2 Image EncodeStargate Digital Audio WorkstationOpenSCADRyzen 7 7840UCore Ultra 7 155H

Intel Core Ultra 7 155H vs. AMD Ryzen 7 7840U Linux Benchmarksdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamwhisper-cpp: ggml-small.en - 2016 State of the Unionopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Detection FP16 - CPUdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamluaradio: Five Back to Back FIR Filterswhisper-cpp: ggml-base.en - 2016 State of the Uniondeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamopenvino: Face Detection FP16-INT8 - CPUtensorflow-lite: SqueezeNetopenssl: RSA4096openvino: Road Segmentation ADAS FP16-INT8 - CPUscikit-learn: TSNE MNIST Datasettensorflow-lite: Inception V4askap: tConvolve MPI - Degriddingtensorflow-lite: Mobilenet Floatpytorch: CPU - 16 - Efficientnet_v2_lcompress-zstd: 8 - Compression Speedlczero: BLASjava-scimark2: Fast Fourier Transformopenssl: ChaCha20-Poly1305pytorch: CPU - 32 - ResNet-152openvino: Person Vehicle Bike Detection FP16 - CPUpytorch: CPU - 16 - ResNet-152openssl: ChaCha20pyperformance: python_startupaskap: tConvolve MT - Griddingopenvino: Handwritten English Recognition FP16-INT8 - CPUcompress-zstd: 8, Long Mode - Compression Speeddeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streampytorch: CPU - 32 - ResNet-50openvino: Vehicle Detection FP16-INT8 - CPUgraphics-magick: Rotateopenvino: Face Detection Retail FP16-INT8 - CPUpytorch: CPU - 16 - ResNet-50openvino: Person Detection FP16 - CPUpytorch: CPU - 1 - Efficientnet_v2_llczero: Eigenpytorch: CPU - 1 - ResNet-50rocksdb: Update Randopenssl: AES-128-GCMnpb: SP.Bospray: gravity_spheres_volume/dim_512/ao/real_timecompress-zstd: 12 - Compression Speedospray: gravity_spheres_volume/dim_512/scivis/real_timecompress-lz4: 3 - Decompression Speedcompress-lz4: 9 - Decompression Speedcompress-lz4: 1 - Decompression Speedopenradioss: Rubber O-Ring Seal Installationtensorflow-lite: Mobilenet Quantopenradioss: Bumper Beamcompress-lz4: 1 - Compression Speedopenssl: AES-256-GCMopenvino: Face Detection Retail FP16-INT8 - CPUpyhpc: CPU - Numpy - 4194304 - Equation of Stateopenvino: Face Detection FP16-INT8 - CPUjava-scimark2: Monte Carlojava-scimark2: Dense LU Matrix Factorizationopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUtensorflow: CPU - 16 - ResNet-50scikit-learn: 20 Newsgroups / Logistic Regressionopenvino: Weld Porosity Detection FP16-INT8 - CPUprimesieve: 1e12cryptsetup: AES-XTS 256b Encryptiontensorflow: CPU - 32 - ResNet-50liquid-dsp: 8 - 256 - 512cryptsetup: AES-XTS 512b Encryptionopencv: Coreospray-studio: 1 - 4K - 32 - Path Tracer - CPUaskap: tConvolve MT - Degriddinggimp: resizeindigobench: CPU - Bedroomgnuradio: Hilbert Transformliquid-dsp: 16 - 256 - 512cryptsetup: AES-XTS 256b Decryptioncryptsetup: AES-XTS 512b Decryptionospray-studio: 3 - 4K - 32 - Path Tracer - CPUospray-studio: 1 - 4K - 16 - Path Tracer - CPUopenradioss: Cell Phone Drop Testospray: gravity_spheres_volume/dim_512/pathtracer/real_timedeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamffmpeg: libx265 - Liveospray-studio: 1 - 1080p - 1 - Path Tracer - CPUluaradio: Hilbert Transformospray-studio: 3 - 1080p - 1 - Path Tracer - CPUospray-studio: 3 - 4K - 16 - Path Tracer - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenradioss: Bird Strike on Windshieldospray-studio: 1 - 1080p - 32 - Path Tracer - CPUpyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingffmpeg: libx265 - Video On Demandospray-studio: 3 - 1080p - 32 - Path Tracer - CPUffmpeg: libx265 - Platformgegl: Scaleospray-studio: 1 - 4K - 1 - Path Tracer - CPUnpb: BT.Cnumenta-nab: KNN CADdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamospray-studio: 3 - 4K - 1 - Path Tracer - CPUffmpeg: libx265 - Uploadgraphics-magick: Sharpenrocksdb: Read Rand Write Randoidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlykvazaar: Bosphorus 1080p - Super Fastblender: Barbershop - CPU-Onlyaircrack-ng: compress-7zip: Decompression Ratingospray-studio: 3 - 1080p - 16 - Path Tracer - CPUselenium: ARES-6 - Google Chromehelsing: 14 digitappleseed: Emilyluxcorerender: Danish Mood - CPUkvazaar: Bosphorus 4K - Super Fastospray-studio: 1 - 1080p - 16 - Path Tracer - CPUkvazaar: Bosphorus 1080p - Very Fastuvg266: Bosphorus 1080p - Very Fastappleseed: Material Testersimdjson: DistinctUserIDjava-scimark2: Compositedeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamoctave-benchmark: kvazaar: Bosphorus 4K - Very Fastdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamsimdjson: TopTweetkvazaar: Bosphorus 4K - Ultra Fastuvg266: Bosphorus 1080p - Super Faststockfish: Total Timeuvg266: Bosphorus 4K - Very Fastkvazaar: Bosphorus 1080p - Ultra Fastuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 1080p - Ultra Fastopenvkl: vklBenchmarkCPU ISPCsvt-av1: Preset 4 - Bosphorus 4Kgnuradio: FIR Filterluxcorerender: LuxCore Benchmark - CPUjohn-the-ripper: Blowfishluxcorerender: Rainbow Colors and Prism - CPUdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamsvt-av1: Preset 4 - Bosphorus 1080pgegl: Rotate 90 Degreesnpb: EP.Cz3: 2.smt2deepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamluaradio: FM Deemphasis Filterblender: Fishy Cat - CPU-Onlydeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamsqlite-speedtest: Timed Time - Size 1,000ospray: particle_volume/scivis/real_timeuvg266: Bosphorus 4K - Ultra Fastembree: Pathtracer ISPC - Crowncompress-zstd: 19 - Decompression Speeddeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamsimdjson: PartialTweetsxmrig: KawPow - 1Mvvenc: Bosphorus 1080p - Fasterospray: particle_volume/ao/real_timepyperformance: regex_compileblender: Pabellon Barcelona - CPU-Onlyvvenc: Bosphorus 1080p - Fastliquid-dsp: 1 - 256 - 32gnuradio: FM Deemphasis Filtersimdjson: Kostyavvenc: Bosphorus 4K - Fastliquid-dsp: 4 - 256 - 512x265: Bosphorus 1080pselenium: Speedometer - Firefoxblender: Classroom - CPU-Onlyliquid-dsp: 2 - 256 - 32indigobench: CPU - Supercarselenium: Kraken - Firefoxxmrig: Monero - 1Mv-ray: CPUvvenc: Bosphorus 4K - Fasterrawtherapee: Total Benchmark Timecryptsetup: PBKDF2-sha512embree: Pathtracer ISPC - Asian Dragonxmrig: CryptoNight-Heavy - 1Mxmrig: CryptoNight-Femto UPX2 - 1Mdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamz3: 1.smt2numenta-nab: Relative Entropydeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streaminkscape: SVG Files To PNGxmrig: GhostRider - 1Mbuild-ffmpeg: Time To Compilesvt-vp9: VMAF Optimized - Bosphorus 4Kphpbench: PHP Benchmark Suitehelsing: 12 digitgraphics-magick: Noise-Gaussianselenium: WASM collisionDetection - Google Chromebuild-gdb: Time To Compileselenium: Kraken - Google Chromeembree: Pathtracer ISPC - Asian Dragon Objnumenta-nab: Bayesian Changepointsvt-av1: Preset 12 - Bosphorus 1080pjava-scimark2: Jacobi Successive Over-Relaxationselenium: ARES-6 - Firefoxbuild-linux-kernel: allmodconfigcryptsetup: Serpent-XTS 512b Encryptionliquid-dsp: 16 - 256 - 32build-linux-kernel: defconfiggromacs: MPI CPU - water_GMX50_baregraphics-magick: Swirltjbench: Decompression Throughputscikit-learn: SGD Regressionunpack-linux: linux-5.19.tar.xzcompress-zstd: 19, Long Mode - Decompression Speedliquid-dsp: 2 - 256 - 512selenium: Jetstream 2 - Firefoxliquid-dsp: 4 - 256 - 32openssl: RSA4096gimp: unsharp-masknumpy: ospray: particle_volume/pathtracer/real_timesvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Kcryptsetup: Serpent-XTS 256b Encryptiongraphics-magick: Enhancedappleseed: Disney Materialgraphics-magick: HWB Color Spaceselenium: Jetstream 2 - Google Chromeselenium: PSPDFKit WASM - Google Chromesvt-av1: Preset 13 - Bosphorus 1080pblender: BMW27 - CPU-Onlyscikit-learn: Isolation Forestencode-flac: WAV To FLACavifenc: 0astcenc: Exhaustivedarktable: Boat - CPU-onlyluxcorerender: Orange Juice - CPUselenium: WASM imageConvolute - Firefoxgit: Time To Complete Common Git Commandsrocksdb: Rand Readgnuradio: IIR Filterbuild-godot: Time To Compilegegl: Cropgimp: auto-levelsgnuradio: Signal Source (Cosine)rbenchmark: x265: Bosphorus 4Kbuild-php: Time To Compileselenium: PSPDFKit WASM - Firefoxliquid-dsp: 1 - 256 - 512encode-mp3: WAV To MP3numenta-nab: Earthgecko Skylineselenium: Speedometer - Google Chromequantlib: Multi-Threadedpybench: Total For Average Test Timesavifenc: 2gegl: Reflectselenium: WASM imageConvolute - Google Chromeavifenc: 6, Losslessquantlib: Single-Threadedstargate: 44100 - 1024gimp: rotateluxcorerender: DLSC - CPUcryptsetup: Serpent-XTS 512b Decryptionavifenc: 6graphics-magick: Resizingocrmypdf: Processing 60 Page PDF Documentnode-web-tooling: compress-zstd: 12 - Decompression Speedcryptsetup: Serpent-XTS 256b Decryptionbuild-wasmer: Time To Compilenumenta-nab: Contextual Anomaly Detector OSEc-ray: Total Time - 4K, 16 Rays Per Pixelcryptsetup: PBKDF2-whirlpoolespeak: Text-To-Speech Synthesisperl-benchmark: Pod2htmlcompress-7zip: Compression Ratingpyperformance: raytracecryptsetup: Twofish-XTS 512b Decryptionwebp2: Quality 100, Compression Effort 5compress-zstd: 19, Long Mode - Compression Speedperl-benchmark: Interpreteropenssl: SHA512openscad: Leonardo Phone Case Slimcompress-lz4: 3 - Compression Speedselenium: WASM collisionDetection - Firefoxcryptsetup: Twofish-XTS 256b Decryptionpyperformance: crypto_pyaesliquid-dsp: 8 - 256 - 32avifenc: 10, Losslesscryptsetup: Twofish-XTS 256b Encryptionastcenc: Fastcryptsetup: Twofish-XTS 512b Encryptionselenium: Octane - Google Chromewireguard: gnuradio: Five Back to Back FIR Filtersopenscad: Mini-ITX Caseluaradio: Complex Phasegegl: Antialiascompress-zstd: 19 - Compression Speednumenta-nab: Windowed Gaussianastcenc: Thoroughwebp2: Defaultstargate: 480000 - 1024openscad: Pistolcompress-zstd: 8 - Decompression Speedpyperformance: json_loadscompress-lz4: 9 - Compression Speedgegl: Color Enhancernnoise: xmrig: Wownero - 1Mopenssl: SHA256unpack-firefox: firefox-84.0.source.tar.xzselenium: Octane - Firefoxastcenc: Mediumdarktable: Masskrug - CPU-onlyopenscad: Projector Mount Swivelsimdjson: LargeRandstargate: 192000 - 1024openscad: Retro Cargegl: Cartoonstargate: 96000 - 1024scikit-learn: MNIST Datasetgegl: Tile Glassdarktable: Server Room - CPU-onlygegl: Wavelet Blurcompress-zstd: 8, Long Mode - Decompression Speedwebp2: Quality 100, Lossless Compressionwebp2: Quality 95, Compression Effort 7webp2: Quality 75, Compression Effort 7scylladb: Writesrocksdb: Read While Writingtensorflow-lite: Inception ResNet V2pytorch: CPU - 32 - Efficientnet_v2_lpytorch: CPU - 1 - ResNet-152darktable: Server Rack - CPU-onlyscikit-learn: Hist Gradient Boosting Adultscikit-learn: Hist Gradient Boostingncnn: CPU - FastestDetncnn: CPU - regnety_400mncnn: CPU - squeezenet_ssdncnn: CPU - yolov4-tinyncnn: CPU - resnet50ncnn: CPU - alexnetncnn: CPU - resnet18ncnn: CPU - vgg16ncnn: CPU - googlenetncnn: CPU - blazefacencnn: CPU - efficientnet-b0ncnn: CPU - mnasnetncnn: CPU - shufflenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - mobilenetaskap: Hogbom Clean OpenMPaskap: tConvolve MPI - Griddingasmfish: 1024 Hash Memory, 26 Depthsvt-vp9: Visual Quality Optimized - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Kjohn-the-ripper: bcryptjava-scimark2: Sparse Matrix MultiplyRyzen 7 7840UCore Ultra 7 155H230.845738.058.3010.1981376.501790.387.5722.41098.09113.02323.9412411.60004.0891410.987631.995332.06581645.2134.7917667.460468.695146.3041405.332363.215348.923.29219.82332952.42753.291690.548.50217.694340.383640932716012.54480.0112.56515742803776.851269.30208.88235.812.990129.22525.965611668.1229.0335.3511.976948.72523026961362973137551.202.8123597.32.6936116186.616182.916757.2201.543381.29181.1014693.92829774085234.740.9899.862079.5615816.0418984.5521.8634.843976.2717.8513667.622.191207933333374.0994143817961886.4513.0101.882633.51600333333659.93369.9454383193022110.213.36988293.5236134.442990129.13565228806171.23318.30989851.45250.2911741150.344.6731187120064.32234.008133.68271411525.0410515627780.34127.061363.8639922.89768828606777.14541.428364.2379521.3027.445147497.5583.44196.018358.384844.329.24266.54221.917.26518.3236.9490.112615180017.80174.7118.86108.962473.6621342.81.50186499.227.283713.69634.3381286.4461.172730.0072443.5186.0793.679553.7523.0350022.7211.21271315.093.46497.043501.628.9233.0419571.0467.1913.639462736671054.45.074.1216762566766.90307363.54920456674.162511.83488.6107938.20756.655261169713.80053519.13507.244.435026.90011.67743.630964.747724.586792.555.78750.7110750145.152266252.1066.229397.111.824725.366415.6392225.4216.261435.522869.4563880000112.5801.006457277.10538996.5844.6501397.533822000200.975181153333154053.014.489657.86120.10153.35863.9202210.079705892308.8202480503.207145.91223.47413.425142.1460.66935.6163.1020.737.80854818670478.6421.5535.52212.9734593.50.136813.3765.0242381172730005.38189.04935431965.359066.55623.32819.1010.2963967.43.12355212.4051.89861.36.72685311.45017.661831.7859.252.31835.22863.11889520622.4260.0759425677484175553.33.786.320.00182758441069277316.64770.20286.3553.345.53399700004.971546.1161.0215548.787357183.6511418.725.3041084.327.28911.56.9547.12848.423.09031654.2961896.511.868.0239.45115.1395210.91356169334314.0715020257.26143.5634.2381.571.5067662.42467.4372.28246655.62821.8402.76143.8411872.80.010.060.1365439177416130731.68.4920.140.34949.65371.1222.926.057.8717.2113.205.735.8641.128.270.794.002.562.292.682.9910.54239.6532806.453260531344.3195.34187.91691.52329.334186313760.21990.1998154.6329.7434.11611256.458711.2624.4471.886925.89358.29968.91581219.600111.99271194.749492.693092.2964580.0379.91964185.7702188.6114127.00091105.086109.592138.858.18515.60473566.51246.983694.573.92467.245710.18175749838866.08234.996.202549630916413.32425.20109.71445.36.952915.84285.561032916.9516.0219.526.653927.703044825674690960312780.781.66251164.31.602499662.69682.010102.0331.705506.56292.589126.54516681898207.591.5676.301331.1210250.9012364.8714.3452.663648.2426.7085462.114.97816613334982.81466965595662758.5719.0181.288923.31105333335297.74867.6656126278225158.812.34088204.794493.884280184.75095326459120.16452.851405572.05935.5916533935.786.4961646527810.56169.88297.19531940318.2414411475240.2593.631840.7829616.49251438810729.51719.827483.9351130.9820.736800473.9563.58256.3371086.413708.797.09298.52216.835.59066.4128.5169.742042907213.91136.5614.7785.381942.8771055.31.18146807.305.769210.86143.2701021.4277.009582.4983553.6231.9075.369143.3293.7648218.339.07161624.375.71075.724307.423.5353.7335087.1572.7311.144565303331288.04.163.3915570866755.15254438.911110166673.451617.04197.489736.86367.670218687311.60624181.54160.837.562722.75313.78536.961255.01228.926674.265.48859.4412582736.017229217.1276.736458.710.271629.201361.5492555.5918.601638.806763.7495346429127.6130.889406246.934506108.3165.2061562.830305667180.143201206667138795.816.067593.50108.37059.04780.7223231.820691809280.9272723458.372160.08244.33214.678155.3320.61256.1272.8522.541.08059535959518.7455.1665.96013.9984261.60.147414.4069.9502557160846675.76695.30233129903.155270.93921.88820.349.6694224.53.31911613.1811.78812.66.35880810.85316.741931.8814.755.10733.47160.12393933521.3730.0795742981100183529.33.956.600.00175259423160382017.33867.52275.4533.247.23277600005.148528.0155.7553531.384689178.1761379.126.0201054.926.56611.87.1327.30208.223.16331655.4261861.912.066.9838.87414.9325271.51341159549714.2184974156.78663.5384.2671.561.5161412.43667.1282.29144955.81021.7752.76943.9291870.60.010.060.136832116042291255523.779.520.409206.641208.9545.8118.4012.7328.6528.058.1610.6953.5215.871.909.677.085.666.836.5519.54393.8531494.152510917444.4375.69692.87085.58521.514146673696.16OpenBenchmarking.org

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: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U2004006008001000SE +/- 4.85, N = 3SE +/- 0.16, N = 3990.20230.85

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 155HRyzen 7 7840U306090120150SE +/- 1.18, N = 15SE +/- 0.06, N = 3154.6338.05-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 82.86 / MAX: 237.89-shared -ldl - MIN: 23.35 / MAX: 47.881. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUCore Ultra 7 155HRyzen 7 7840U714212835SE +/- 0.24, N = 15SE +/- 0.01, N = 329.748.30-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 13.33 / MAX: 63.08-shared -ldl - MIN: 4.8 / MAX: 23.81. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

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: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U816243240SE +/- 0.06, N = 3SE +/- 0.01, N = 334.1210.20

Whisper.cpp

Whisper.cpp is a port of OpenAI's Whisper model in C/C++. Whisper.cpp is developed by Georgi Gerganov for transcribing WAV audio files to text / speech recognition. Whisper.cpp supports ARM NEON, x86 AVX, and other advanced CPU features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.4Model: ggml-small.en - Input: 2016 State of the UnionCore Ultra 7 155HRyzen 7 7840U30060090012001500SE +/- 2.40, N = 3SE +/- 2.21, N = 31256.46376.501. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread

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 155HRyzen 7 7840U0.28350.5670.85051.1341.4175SE +/- 0.01, N = 10SE +/- 0.00, N = 31.260.38-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 0.38 / MAX: 8.73-shared -ldl - MIN: 0.19 / MAX: 7.481. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUCore Ultra 7 155HRyzen 7 7840U612182430SE +/- 0.27, N = 5SE +/- 0.01, N = 324.447.57-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 11.36 / MAX: 49.16-shared -ldl - MIN: 3.81 / MAX: 24.081. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

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 155HRyzen 7 7840U1632486480SE +/- 0.50, N = 3SE +/- 0.02, N = 371.8922.41

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: Weld Porosity Detection FP16-INT8 - Device: CPUCore Ultra 7 155HRyzen 7 7840U612182430SE +/- 0.22, N = 15SE +/- 0.01, N = 325.898.09-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 12.01 / MAX: 76.15-shared -ldl - MIN: 3.61 / MAX: 21.871. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUCore Ultra 7 155HRyzen 7 7840U80160240320400SE +/- 3.66, N = 15SE +/- 0.05, N = 3358.29113.02-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 189.82 / MAX: 500.52-shared -ldl - MIN: 75.9 / MAX: 137.691. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

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-StreamCore Ultra 7 155HRyzen 7 7840U2004006008001000SE +/- 2.88, N = 3SE +/- 1.12, N = 3968.92323.94

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U30060090012001500SE +/- 4.45, N = 3SE +/- 0.22, N = 31219.60411.60

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.1010, N = 3SE +/- 0.0053, N = 311.99274.0891

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U30060090012001500SE +/- 8.92, N = 3SE +/- 0.93, N = 31194.75410.99

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U20406080100SE +/- 0.81, N = 3SE +/- 0.01, N = 392.6932.00

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U20406080100SE +/- 0.98, N = 3SE +/- 0.08, N = 392.3032.07

LuaRadio

LuaRadio is a lightweight software-defined radio (SDR) framework built atop LuaJIT. LuaRadio provides a suite of source, sink, and processing blocks, with a simple API for defining flow graphs, running flow graphs, creating blocks, and creating data types. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: Five Back to Back FIR FiltersCore Ultra 7 155HRyzen 7 7840U400800120016002000SE +/- 4.56, N = 3SE +/- 5.35, N = 3580.01645.2

Whisper.cpp

Whisper.cpp is a port of OpenAI's Whisper model in C/C++. Whisper.cpp is developed by Georgi Gerganov for transcribing WAV audio files to text / speech recognition. Whisper.cpp supports ARM NEON, x86 AVX, and other advanced CPU features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.4Model: ggml-base.en - Input: 2016 State of the UnionCore Ultra 7 155HRyzen 7 7840U80160240320400SE +/- 4.62, N = 4SE +/- 0.81, N = 3379.92134.791. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread

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: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U4080120160200SE +/- 0.41, N = 3SE +/- 0.16, N = 3185.7767.46

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U4080120160200SE +/- 0.60, N = 3SE +/- 0.28, N = 3188.6168.70

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U306090120150SE +/- 1.03, N = 3SE +/- 0.05, N = 3127.0046.30

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 155HRyzen 7 7840U2004006008001000SE +/- 7.14, N = 15SE +/- 1.59, N = 31105.08405.33-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 458.17 / MAX: 1748.77-shared -ldl - MIN: 342.91 / MAX: 427.351. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

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: SqueezeNetCore Ultra 7 155HRyzen 7 7840U13002600390052006500SE +/- 63.74, N = 4SE +/- 22.28, N = 76109.592363.21

OpenSSL

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

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096Core Ultra 7 155HRyzen 7 7840U11002200330044005500SE +/- 16.23, N = 10SE +/- 23.60, N = 32138.85348.91. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

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: Road Segmentation ADAS FP16-INT8 - Device: CPUCore Ultra 7 155HRyzen 7 7840U1326395265SE +/- 0.54, N = 7SE +/- 0.13, N = 358.1823.29-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 27.84 / MAX: 100.27-shared -ldl - MIN: 11.62 / MAX: 32.631. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

Scikit-Learn

Scikit-learn is a Python module for machine learning built on NumPy, SciPy, and is BSD-licensed. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: TSNE MNIST DatasetCore Ultra 7 155HRyzen 7 7840U110220330440550SE +/- 0.25, N = 3SE +/- 0.32, N = 3515.60219.821. (F9X) gfortran options: -O0

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 V4Core Ultra 7 155HRyzen 7 7840U16K32K48K64K80KSE +/- 942.37, N = 13SE +/- 123.63, N = 373566.532952.4

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - DegriddingCore Ultra 7 155HRyzen 7 7840U6001200180024003000SE +/- 16.69, N = 3SE +/- 35.04, N = 31246.982753.291. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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 Ultra 7 155HRyzen 7 7840U8001600240032004000SE +/- 57.37, N = 12SE +/- 2.40, N = 33694.571690.54

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: Efficientnet_v2_lCore Ultra 7 155HRyzen 7 7840U246810SE +/- 0.06, N = 9SE +/- 0.05, N = 33.928.50MIN: 2.17 / MAX: 5.21MIN: 6.64 / MAX: 8.87

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Compression SpeedCore Ultra 7 155HRyzen 7 7840U100200300400500SE +/- 6.52, N = 3SE +/- 1.77, N = 15467.2217.6-llzma1. (CC) gcc options: -O3 -pthread -lz

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.30Backend: BLASCore Ultra 7 155HRyzen 7 7840U20406080100SE +/- 0.62, N = 9SE +/- 1.12, N = 945941. (CXX) g++ options: -flto -pthread

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: Fast Fourier TransformCore Ultra 7 155HRyzen 7 7840U150300450600750SE +/- 14.60, N = 3SE +/- 2.39, N = 3710.18340.38

OpenSSL

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

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305Core Ultra 7 155HRyzen 7 7840U8000M16000M24000M32000M40000MSE +/- 183459477.47, N = 12SE +/- 15102420.85, N = 317574983886364093271601. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: ResNet-152Core Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.08, N = 9SE +/- 0.09, N = 36.0812.54MIN: 2.91 / MAX: 7.76MIN: 9.91 / MAX: 13.32

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 Vehicle Bike Detection FP16 - Device: CPUCore Ultra 7 155HRyzen 7 7840U100200300400500SE +/- 1.90, N = 15SE +/- 0.36, N = 3234.99480.01-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF-shared -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: ResNet-152Core Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.06, N = 7SE +/- 0.02, N = 36.2012.56MIN: 3.26 / MAX: 7.73MIN: 11.12 / MAX: 13.19

OpenSSL

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

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20Core Ultra 7 155HRyzen 7 7840U11000M22000M33000M44000M55000MSE +/- 189080382.65, N = 11SE +/- 10619881.22, N = 325496309164515742803771. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.00, N = 3SE +/- 0.01, N = 313.306.85

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - GriddingCore Ultra 7 155HRyzen 7 7840U5001000150020002500SE +/- 3.94, N = 3SE +/- 4.65, N = 32425.201269.301. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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: Handwritten English Recognition FP16-INT8 - Device: CPUCore Ultra 7 155HRyzen 7 7840U50100150200250SE +/- 0.85, N = 15SE +/- 0.26, N = 3109.71208.88-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF-shared -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Compression SpeedCore Ultra 7 155HRyzen 7 7840U100200300400500SE +/- 1.88, N = 3SE +/- 2.40, N = 6445.3235.8-llzma1. (CC) gcc options: -O3 -pthread -lz

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 Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.0147, N = 3SE +/- 0.0105, N = 36.952912.9901

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: ResNet-50Core Ultra 7 155HRyzen 7 7840U714212835SE +/- 0.21, N = 3SE +/- 0.14, N = 315.8429.22MIN: 11.12 / MAX: 20.44MIN: 26.95 / MAX: 29.98

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: Vehicle Detection FP16-INT8 - Device: CPUCore Ultra 7 155HRyzen 7 7840U110220330440550SE +/- 3.17, N = 5SE +/- 0.91, N = 3285.56525.96-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF-shared -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: RotateCore Ultra 7 155HRyzen 7 7840U2004006008001000SE +/- 6.24, N = 3SE +/- 2.89, N = 31032561-lSM -lICE -lbz21. (CC) gcc options: -fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

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 155HRyzen 7 7840U400800120016002000SE +/- 8.17, N = 7SE +/- 0.45, N = 3916.951668.12-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF-shared -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: ResNet-50Core Ultra 7 155HRyzen 7 7840U714212835SE +/- 0.03, N = 3SE +/- 0.10, N = 316.0229.03MIN: 13.73 / MAX: 18.42MIN: 26 / MAX: 29.84

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 155HRyzen 7 7840U816243240SE +/- 0.20, N = 15SE +/- 0.02, N = 319.5235.35-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF-shared -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_lCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.03, N = 3SE +/- 0.08, N = 36.6511.97MIN: 2.63 / MAX: 9.58MIN: 11.15 / MAX: 12.35

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.30Backend: EigenCore Ultra 7 155HRyzen 7 7840U1530456075SE +/- 0.57, N = 9SE +/- 0.58, N = 339691. (CXX) g++ options: -flto -pthread

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50Core Ultra 7 155HRyzen 7 7840U1122334455SE +/- 0.19, N = 3SE +/- 0.46, N = 327.7048.72MIN: 8.98 / MAX: 33.15MIN: 41.49 / MAX: 51.3

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update RandomCore Ultra 7 155HRyzen 7 7840U110K220K330K440K550KSE +/- 2110.32, N = 15SE +/- 1108.04, N = 33044825230261. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenSSL

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

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMCore Ultra 7 155HRyzen 7 7840U20000M40000M60000M80000M100000MSE +/- 806092335.86, N = 3SE +/- 143047725.80, N = 356746909603961362973131. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BCore Ultra 7 155HRyzen 7 7840U3K6K9K12K15KSE +/- 152.53, N = 3SE +/- 7.63, N = 312780.787551.201. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

OSPRay

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

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeCore Ultra 7 155HRyzen 7 7840U0.63281.26561.89842.53123.164SE +/- 0.02189, N = 15SE +/- 0.00291, N = 31.662512.81235

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression SpeedCore Ultra 7 155HRyzen 7 7840U4080120160200SE +/- 2.36, N = 3SE +/- 0.67, N = 3164.397.3-llzma1. (CC) gcc options: -O3 -pthread -lz

OSPRay

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

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeCore Ultra 7 155HRyzen 7 7840U0.60611.21221.81832.42443.0305SE +/- 0.01648, N = 15SE +/- 0.00731, N = 31.602492.69361

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedCore Ultra 7 155HRyzen 7 7840U3K6K9K12K15KSE +/- 3.57, N = 9SE +/- 18.92, N = 39662.616186.61. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedCore Ultra 7 155HRyzen 7 7840U3K6K9K12K15KSE +/- 3.38, N = 3SE +/- 17.52, N = 39682.016182.91. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Decompression SpeedCore Ultra 7 155HRyzen 7 7840U4K8K12K16K20KSE +/- 18.72, N = 3SE +/- 97.81, N = 310102.016757.21. (CC) gcc options: -O3

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: Rubber O-Ring Seal InstallationCore Ultra 7 155HRyzen 7 7840U70140210280350SE +/- 1.30, N = 3SE +/- 0.21, N = 3331.70201.54

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 QuantCore Ultra 7 155HRyzen 7 7840U12002400360048006000SE +/- 61.52, N = 5SE +/- 44.03, N = 35506.563381.29

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: Bumper BeamCore Ultra 7 155HRyzen 7 7840U60120180240300SE +/- 3.72, N = 3SE +/- 0.63, N = 3292.58181.10

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression SpeedCore Ultra 7 155HRyzen 7 7840U3K6K9K12K15KSE +/- 9.57, N = 3SE +/- 62.96, N = 39126.5414693.921. (CC) gcc options: -O3

OpenSSL

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

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMCore Ultra 7 155HRyzen 7 7840U20000M40000M60000M80000M100000MSE +/- 242801059.98, N = 3SE +/- 34473975.03, N = 351668189820829774085231. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

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 155HRyzen 7 7840U246810SE +/- 0.07, N = 7SE +/- 0.01, N = 37.594.74-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 2.77 / MAX: 23.67-shared -ldl - MIN: 2.39 / MAX: 62.841. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateCore Ultra 7 155HRyzen 7 7840U0.35260.70521.05781.41041.763SE +/- 0.001, N = 3SE +/- 0.003, N = 31.5670.989

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 Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.04, N = 15SE +/- 0.04, N = 36.309.86-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF-shared -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

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: Monte CarloCore Ultra 7 155HRyzen 7 7840U400800120016002000SE +/- 10.81, N = 3SE +/- 3.31, N = 31331.122079.56

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Dense LU Matrix FactorizationCore Ultra 7 155HRyzen 7 7840U3K6K9K12K15KSE +/- 199.16, N = 3SE +/- 172.82, N = 310250.9015816.04

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 155HRyzen 7 7840U4K8K12K16K20KSE +/- 92.94, N = 10SE +/- 2.89, N = 312364.8718984.55-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF-shared -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

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 155HRyzen 7 7840U510152025SE +/- 0.12, N = 3SE +/- 0.02, N = 314.3421.86

Scikit-Learn

Scikit-learn is a Python module for machine learning built on NumPy, SciPy, and is BSD-licensed. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: 20 Newsgroups / Logistic RegressionCore Ultra 7 155HRyzen 7 7840U1224364860SE +/- 0.28, N = 3SE +/- 0.06, N = 352.6634.841. (F9X) gfortran options: -O0

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: Weld Porosity Detection FP16-INT8 - Device: CPUCore Ultra 7 155HRyzen 7 7840U2004006008001000SE +/- 5.39, N = 15SE +/- 1.60, N = 3648.24976.27-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF-shared -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

Primesieve

Primesieve generates prime numbers using a highly optimized sieve of Eratosthenes implementation. Primesieve primarily benchmarks the CPU's L1/L2 cache performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e12Core Ultra 7 155HRyzen 7 7840U612182430SE +/- 0.31, N = 15SE +/- 0.13, N = 326.7117.851. (CXX) g++ options: -O3

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionCore Ultra 7 155HRyzen 7 7840U12002400360048006000SE +/- 148.02, N = 3SE +/- 12.28, N = 35462.13667.6

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: 32 - Model: ResNet-50Core Ultra 7 155HRyzen 7 7840U510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 314.9722.19

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 8 - Buffer Length: 256 - Filter Length: 512Core Ultra 7 155HRyzen 7 7840U30M60M90M120M150MSE +/- 550345.75, N = 3SE +/- 224524.19, N = 3816613331207933331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionCore Ultra 7 155HRyzen 7 7840U11002200330044005500SE +/- 136.88, N = 3SE +/- 1.93, N = 34982.83374.0

OpenCV

This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: CoreCore Ultra 7 155HRyzen 7 7840U30K60K90K120K150KSE +/- 2488.39, N = 12SE +/- 290.67, N = 3146696994141. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U120K240K360K480K600KSE +/- 1095.22, N = 3SE +/- 105.51, N = 3559566381796

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - DegriddingCore Ultra 7 155HRyzen 7 7840U6001200180024003000SE +/- 31.87, N = 3SE +/- 23.99, N = 32758.571886.451. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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: resizeCore Ultra 7 155HRyzen 7 7840U510152025SE +/- 0.08, N = 3SE +/- 0.13, N = 619.0213.01

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomCore Ultra 7 155HRyzen 7 7840U0.42350.8471.27051.6942.1175SE +/- 0.016, N = 15SE +/- 0.001, N = 31.2881.882

GNU Radio

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

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Hilbert TransformCore Ultra 7 155HRyzen 7 7840U2004006008001000SE +/- 6.03, N = 9SE +/- 9.92, N = 3923.3633.51. 3.10.7.0

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 16 - Buffer Length: 256 - Filter Length: 512Core Ultra 7 155HRyzen 7 7840U30M60M90M120M150MSE +/- 1542533.99, N = 3SE +/- 623065.90, N = 31105333331600333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionCore Ultra 7 155HRyzen 7 7840U11002200330044005500SE +/- 70.67, N = 3SE +/- 5.84, N = 35297.73659.9

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionCore Ultra 7 155HRyzen 7 7840U10002000300040005000SE +/- 58.06, N = 3SE +/- 3.52, N = 34867.63369.9

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U140K280K420K560K700KSE +/- 6506.82, N = 5SE +/- 193.91, N = 3656126454383

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U60K120K180K240K300KSE +/- 992.05, N = 3SE +/- 194.66, N = 3278225193022

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 155HRyzen 7 7840U4080120160200SE +/- 1.79, N = 3SE +/- 0.25, N = 3158.81110.21

OSPRay

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

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeCore Ultra 7 155HRyzen 7 7840U0.75821.51642.27463.03283.791SE +/- 0.02264, N = 15SE +/- 0.00992, N = 32.340883.36988

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: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U60120180240300SE +/- 0.35, N = 3SE +/- 0.34, N = 3204.79293.52

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 155HRyzen 7 7840U306090120150SE +/- 0.47, N = 3SE +/- 0.03, N = 393.88134.441. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U9001800270036004500SE +/- 58.73, N = 3SE +/- 6.17, N = 342802990

LuaRadio

LuaRadio is a lightweight software-defined radio (SDR) framework built atop LuaJIT. LuaRadio provides a suite of source, sink, and processing blocks, with a simple API for defining flow graphs, running flow graphs, creating blocks, and creating data types. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: Hilbert TransformCore Ultra 7 155HRyzen 7 7840U4080120160200SE +/- 0.84, N = 3SE +/- 0.23, N = 3184.7129.1

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U11002200330044005500SE +/- 34.75, N = 13SE +/- 7.21, N = 350953565

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U70K140K210K280K350KSE +/- 2820.51, N = 8SE +/- 252.76, N = 3326459228806

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: Road Segmentation ADAS FP16-INT8 - Device: CPUCore Ultra 7 155HRyzen 7 7840U4080120160200SE +/- 1.12, N = 7SE +/- 0.96, N = 3120.16171.23-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF-shared -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -fPIC

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 Ultra 7 155HRyzen 7 7840U100200300400500SE +/- 4.62, N = 3SE +/- 0.72, N = 3452.85318.30

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U30K60K90K120K150KSE +/- 1191.59, N = 3SE +/- 209.80, N = 314055798985

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingCore Ultra 7 155HRyzen 7 7840U0.46330.92661.38991.85322.3165SE +/- 0.003, N = 3SE +/- 0.005, N = 32.0591.452

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: Video On DemandCore Ultra 7 155HRyzen 7 7840U1122334455SE +/- 0.02, N = 3SE +/- 0.04, N = 335.5950.291. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U40K80K120K160K200KSE +/- 753.91, N = 3SE +/- 118.90, N = 3165339117411

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: PlatformCore Ultra 7 155HRyzen 7 7840U1122334455SE +/- 0.09, N = 3SE +/- 0.03, N = 335.7850.341. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleCore Ultra 7 155HRyzen 7 7840U246810SE +/- 0.030, N = 6SE +/- 0.007, N = 86.4964.673

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U4K8K12K16K20KSE +/- 36.73, N = 3SE +/- 9.87, N = 31646511871

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CCore Ultra 7 155HRyzen 7 7840U6K12K18K24K30KSE +/- 115.37, N = 3SE +/- 17.60, N = 327810.5620064.321. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADCore Ultra 7 155HRyzen 7 7840U50100150200250SE +/- 1.27, N = 3SE +/- 2.15, N = 3169.88234.01

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, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U306090120150SE +/- 0.70, N = 3SE +/- 0.15, N = 397.20133.68

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U4K8K12K16K20KSE +/- 55.69, N = 3SE +/- 12.44, N = 31940314115

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 155HRyzen 7 7840U612182430SE +/- 0.05, N = 3SE +/- 0.06, N = 318.2425.041. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: SharpenCore Ultra 7 155HRyzen 7 7840U306090120150SE +/- 1.75, N = 4SE +/- 0.33, N = 3144105-lSM -lICE -lbz21. (CC) gcc options: -fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write RandomCore Ultra 7 155HRyzen 7 7840U300K600K900K1200K1500KSE +/- 12698.08, N = 3SE +/- 1290.34, N = 3114752415627781. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Intel Open Image Denoise

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyCore Ultra 7 155HRyzen 7 7840U0.07650.1530.22950.3060.3825SE +/- 0.00, N = 3SE +/- 0.00, N = 30.250.34

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 Ultra 7 155HRyzen 7 7840U306090120150SE +/- 0.88, N = 15SE +/- 0.64, N = 893.63127.061. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

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: Barbershop - Compute: CPU-OnlyCore Ultra 7 155HRyzen 7 7840U400800120016002000SE +/- 0.62, N = 3SE +/- 2.38, N = 31840.781363.86

Aircrack-ng

Aircrack-ng is a tool for assessing WiFi/WLAN network security. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.7Core Ultra 7 155HRyzen 7 7840U9K18K27K36K45KSE +/- 104.27, N = 3SE +/- 211.65, N = 329616.4939922.901. (CXX) g++ options: -std=gnu++17 -O3 -fvisibility=hidden -fcommon -rdynamic -lnl-3 -lnl-genl-3 -lpthread -lz -lssl -lcrypto -lhwloc -ldl -lm -pthread

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: Decompression RatingCore Ultra 7 155HRyzen 7 7840U15K30K45K60K75KSE +/- 1102.62, N = 4SE +/- 378.74, N = 351438688281. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U20K40K60K80K100KSE +/- 551.82, N = 15SE +/- 41.73, N = 38107260677

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: Google ChromeCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.12, N = 3SE +/- 0.02, N = 39.517.141. chrome 120.0.6099.109

Helsing

Helsing is an open-source POSIX vampire number generator. This test profile measures the time it takes to generate vampire numbers between varying numbers of digits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterHelsing 1.0-betaDigit Range: 14 digitCore Ultra 7 155HRyzen 7 7840U160320480640800SE +/- 5.85, N = 3SE +/- 0.41, N = 3719.83541.431. (CC) gcc options: -O2 -pthread

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyCore Ultra 7 155HRyzen 7 7840U100200300400500483.94364.24

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U0.29250.5850.87751.171.4625SE +/- 0.01, N = 15SE +/- 0.01, N = 60.981.30MIN: 0.23 / MAX: 1.36MIN: 0.33 / MAX: 1.66

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 4K - Video Preset: Super FastCore Ultra 7 155HRyzen 7 7840U612182430SE +/- 0.24, N = 15SE +/- 0.11, N = 320.7327.441. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U15K30K45K60K75KSE +/- 825.98, N = 3SE +/- 72.88, N = 36800451474

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: Very FastCore Ultra 7 155HRyzen 7 7840U20406080100SE +/- 0.57, N = 15SE +/- 0.44, N = 773.9597.551. (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: Very FastCore Ultra 7 155HRyzen 7 7840U20406080100SE +/- 0.68, N = 15SE +/- 0.35, N = 663.5883.44

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterCore Ultra 7 155HRyzen 7 7840U60120180240300256.34196.02

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: DistinctUserIDCore Ultra 7 155HRyzen 7 7840U246810SE +/- 0.05, N = 3SE +/- 0.06, N = 36.418.381. (CXX) g++ options: -O3

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 155HRyzen 7 7840U10002000300040005000SE +/- 18.44, N = 3SE +/- 55.57, N = 33708.794844.32

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-StreamCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.0269, N = 3SE +/- 0.0390, N = 37.09299.2426

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 155HRyzen 7 7840U246810SE +/- 0.035, N = 5SE +/- 0.020, N = 68.5226.542

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 4K - Video Preset: Very FastCore Ultra 7 155HRyzen 7 7840U510152025SE +/- 0.17, N = 15SE +/- 0.01, N = 316.8321.911. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

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: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U246810SE +/- 0.0313, N = 3SE +/- 0.0038, N = 35.59067.2651

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 155HRyzen 7 7840U246810SE +/- 0.06, N = 3SE +/- 0.01, N = 36.418.321. (CXX) g++ options: -O3

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 4K - Video Preset: Ultra FastCore Ultra 7 155HRyzen 7 7840U816243240SE +/- 0.37, N = 15SE +/- 0.19, N = 428.5136.941. (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: Super FastCore Ultra 7 155HRyzen 7 7840U20406080100SE +/- 0.69, N = 15SE +/- 0.64, N = 669.7490.11

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 512 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 15Total TimeCore Ultra 7 155HRyzen 7 7840U6M12M18M24M30MSE +/- 215349.47, N = 3SE +/- 317672.24, N = 32042907226151800-mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl1. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

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 4K - Video Preset: Very FastCore Ultra 7 155HRyzen 7 7840U48121620SE +/- 0.14, N = 15SE +/- 0.03, N = 313.9117.80

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: Ultra FastCore Ultra 7 155HRyzen 7 7840U4080120160200SE +/- 1.29, N = 15SE +/- 0.38, N = 9136.56174.711. (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 4K - Video Preset: Super FastCore Ultra 7 155HRyzen 7 7840U510152025SE +/- 0.15, N = 15SE +/- 0.06, N = 314.7718.86

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Ultra FastCore Ultra 7 155HRyzen 7 7840U20406080100SE +/- 0.95, N = 15SE +/- 0.68, N = 785.38108.96

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 2.0.0Benchmark: vklBenchmarkCPU ISPCCore Ultra 7 155HRyzen 7 7840U50100150200250SE +/- 2.00, N = 3SE +/- 0.33, N = 3194247MIN: 10 / MAX: 2735MIN: 18 / MAX: 3308

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4KCore Ultra 7 155HRyzen 7 7840U0.8241.6482.4723.2964.12SE +/- 0.024, N = 8SE +/- 0.014, N = 32.8773.6621. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

GNU Radio

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

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FIR FilterCore Ultra 7 155HRyzen 7 7840U30060090012001500SE +/- 7.37, N = 9SE +/- 3.00, N = 31055.31342.81. 3.10.7.0

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U0.33750.6751.01251.351.6875SE +/- 0.01, N = 15SE +/- 0.01, N = 31.181.50MIN: 0.28 / MAX: 1.57MIN: 0.42 / MAX: 1.87

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: BlowfishCore Ultra 7 155HRyzen 7 7840U4K8K12K16K20KSE +/- 202.87, N = 15SE +/- 54.04, N = 31468018649-lbz21. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.05, N = 15SE +/- 0.06, N = 37.309.22MIN: 6.49 / MAX: 9.32MIN: 8.38 / MAX: 9.87

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: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U246810SE +/- 0.0476, N = 3SE +/- 0.0267, N = 35.76927.2837

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 1080pCore Ultra 7 155HRyzen 7 7840U48121620SE +/- 0.09, N = 9SE +/- 0.06, N = 410.8613.701. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesCore Ultra 7 155HRyzen 7 7840U1020304050SE +/- 0.12, N = 3SE +/- 0.05, N = 343.2734.34

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CCore Ultra 7 155HRyzen 7 7840U30060090012001500SE +/- 11.09, N = 15SE +/- 10.61, N = 61021.421286.441. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

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 155HRyzen 7 7840U20406080100SE +/- 0.48, N = 3SE +/- 0.01, N = 377.0161.171. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC

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: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U160320480640800SE +/- 5.01, N = 3SE +/- 0.80, N = 3582.50730.01

LuaRadio

LuaRadio is a lightweight software-defined radio (SDR) framework built atop LuaJIT. LuaRadio provides a suite of source, sink, and processing blocks, with a simple API for defining flow graphs, running flow graphs, creating blocks, and creating data types. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: FM Deemphasis FilterCore Ultra 7 155HRyzen 7 7840U120240360480600SE +/- 17.44, N = 3SE +/- 1.01, N = 3553.6443.5

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: Fishy Cat - Compute: CPU-OnlyCore Ultra 7 155HRyzen 7 7840U50100150200250SE +/- 1.37, N = 3SE +/- 0.58, N = 3231.90186.07

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: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U20406080100SE +/- 0.69, N = 3SE +/- 0.03, N = 375.3793.68

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 155HRyzen 7 7840U1224364860SE +/- 0.14, N = 3SE +/- 0.02, N = 343.3353.751. (CC) gcc options: -O2 -lz

OSPRay

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

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeCore Ultra 7 155HRyzen 7 7840U0.84711.69422.54133.38844.2355SE +/- 0.04340, N = 4SE +/- 0.00280, N = 33.764823.03500

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 4K - Video Preset: Ultra FastCore Ultra 7 155HRyzen 7 7840U510152025SE +/- 0.19, N = 15SE +/- 0.09, N = 318.3322.72

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.0775, N = 15SE +/- 0.0288, N = 39.071611.2127MIN: 7.78 / MAX: 12.6MIN: 11.07 / MAX: 12.86

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression SpeedCore Ultra 7 155HRyzen 7 7840U30060090012001500SE +/- 23.65, N = 3SE +/- 5.32, N = 31624.31315.0-llzma1. (CC) gcc options: -O3 -pthread -lz

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 Ultra 7 155HRyzen 7 7840U20406080100SE +/- 0.76, N = 3SE +/- 0.23, N = 375.7193.46

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 155HRyzen 7 7840U246810SE +/- 0.04, N = 3SE +/- 0.03, N = 35.727.041. (CXX) g++ options: -O3

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.21Variant: KawPow - Hash Count: 1MCore Ultra 7 155HRyzen 7 7840U9001800270036004500SE +/- 51.18, N = 3SE +/- 11.21, N = 34307.43501.61. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

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 Ultra 7 155HRyzen 7 7840U714212835SE +/- 0.18, N = 15SE +/- 0.10, N = 323.5428.921. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OSPRay

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

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeCore Ultra 7 155HRyzen 7 7840U0.841.682.523.364.2SE +/- 0.03548, N = 12SE +/- 0.00268, N = 33.733503.04195

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 155HRyzen 7 7840U20406080100SE +/- 0.09, N = 3SE +/- 0.07, N = 387.171.0

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: Pabellon Barcelona - Compute: CPU-OnlyCore Ultra 7 155HRyzen 7 7840U120240360480600SE +/- 1.29, N = 3SE +/- 0.26, N = 3572.73467.19

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: FastCore Ultra 7 155HRyzen 7 7840U48121620SE +/- 0.11, N = 5SE +/- 0.01, N = 311.1413.641. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 1 - Buffer Length: 256 - Filter Length: 32Core Ultra 7 155HRyzen 7 7840U12M24M36M48M60MSE +/- 55480.73, N = 3SE +/- 31476.62, N = 356530333462736671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

GNU Radio

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

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FM Deemphasis FilterCore Ultra 7 155HRyzen 7 7840U30060090012001500SE +/- 8.02, N = 9SE +/- 4.19, N = 31288.01054.41. 3.10.7.0

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: KostyaCore Ultra 7 155HRyzen 7 7840U1.14082.28163.42244.56325.704SE +/- 0.04, N = 15SE +/- 0.02, N = 34.165.071. (CXX) g++ options: -O3

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: FastCore Ultra 7 155HRyzen 7 7840U0.92721.85442.78163.70884.636SE +/- 0.034, N = 12SE +/- 0.006, N = 33.3914.1211. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 4 - Buffer Length: 256 - Filter Length: 512Core Ultra 7 155HRyzen 7 7840U14M28M42M56M70MSE +/- 156292.82, N = 3SE +/- 452215.41, N = 355708667676256671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 155HRyzen 7 7840U1530456075SE +/- 0.33, N = 15SE +/- 0.18, N = 555.1566.901. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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: FirefoxCore Ultra 7 155HRyzen 7 7840U70140210280350SE +/- 2.58, N = 5SE +/- 3.84, N = 32543071. firefox 120.0.1

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: Classroom - Compute: CPU-OnlyCore Ultra 7 155HRyzen 7 7840U100200300400500SE +/- 1.66, N = 3SE +/- 0.50, N = 3438.91363.54

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 2 - Buffer Length: 256 - Filter Length: 32Core Ultra 7 155HRyzen 7 7840U20M40M60M80M100MSE +/- 737119.02, N = 3SE +/- 86227.09, N = 3111016667920456671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarCore Ultra 7 155HRyzen 7 7840U0.93651.8732.80953.7464.6825SE +/- 0.039, N = 15SE +/- 0.010, N = 33.4514.162

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: FirefoxCore Ultra 7 155HRyzen 7 7840U130260390520650SE +/- 8.07, N = 15SE +/- 1.72, N = 3617.0511.81. firefox 120.0.1

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.21Variant: Monero - Hash Count: 1MCore Ultra 7 155HRyzen 7 7840U9001800270036004500SE +/- 7.29, N = 3SE +/- 11.00, N = 34197.43488.61. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Chaos Group V-RAY

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

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5.02Mode: CPUCore Ultra 7 155HRyzen 7 7840U2K4K6K8K10KSE +/- 94.03, N = 4SE +/- 23.67, N = 3897310793

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: FasterCore Ultra 7 155HRyzen 7 7840U246810SE +/- 0.043, N = 3SE +/- 0.010, N = 36.8638.2071. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

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 Ultra 7 155HRyzen 7 7840U1530456075SE +/- 0.01, N = 3SE +/- 0.05, N = 367.6756.661. RawTherapee, version 5.9, command line.

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512Core Ultra 7 155HRyzen 7 7840U600K1200K1800K2400K3000KSE +/- 8245.18, N = 3SE +/- 8161.04, N = 321868732611697

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonCore Ultra 7 155HRyzen 7 7840U48121620SE +/- 0.09, N = 15SE +/- 0.03, N = 311.6113.80MIN: 10.89 / MAX: 15.03MIN: 13.67 / MAX: 15.06

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.21Variant: CryptoNight-Heavy - Hash Count: 1MCore Ultra 7 155HRyzen 7 7840U9001800270036004500SE +/- 8.42, N = 3SE +/- 11.56, N = 34181.53519.11. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.21Variant: CryptoNight-Femto UPX2 - Hash Count: 1MCore Ultra 7 155HRyzen 7 7840U9001800270036004500SE +/- 11.05, N = 3SE +/- 6.97, N = 34160.83507.21. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

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 Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U1020304050SE +/- 0.08, N = 3SE +/- 0.11, N = 337.5644.44

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 Ultra 7 155HRyzen 7 7840U612182430SE +/- 0.22, N = 6SE +/- 0.01, N = 322.7526.901. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyCore Ultra 7 155HRyzen 7 7840U48121620SE +/- 0.14, N = 15SE +/- 0.07, N = 413.7911.68

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 Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U1020304050SE +/- 0.08, N = 3SE +/- 0.18, N = 336.9643.63

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamCore Ultra 7 155HRyzen 7 7840U1428425670SE +/- 0.43, N = 3SE +/- 0.07, N = 355.0164.75

Inkscape

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

OpenBenchmarking.orgSeconds, Fewer Is BetterInkscapeOperation: SVG Files To PNGCore Ultra 7 155HRyzen 7 7840U714212835SE +/- 0.25, N = 3SE +/- 0.10, N = 328.9324.591. Inkscape 1.2.2 (b0a8486541, 2022-12-01)

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.21Variant: GhostRider - Hash Count: 1MCore Ultra 7 155HRyzen 7 7840U2004006008001000SE +/- 4.56, N = 3SE +/- 7.40, N = 7674.2792.51. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

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 Ultra 7 155HRyzen 7 7840U1530456075SE +/- 0.65, N = 15SE +/- 0.04, N = 365.4955.79

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: VMAF Optimized - Input: Bosphorus 4KCore Ultra 7 155HRyzen 7 7840U1326395265SE +/- 0.78, N = 15SE +/- 0.11, N = 459.4450.711. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 155HRyzen 7 7840U300K600K900K1200K1500KSE +/- 15483.82, N = 4SE +/- 9948.35, N = 712582731075014

Helsing

Helsing is an open-source POSIX vampire number generator. This test profile measures the time it takes to generate vampire numbers between varying numbers of digits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterHelsing 1.0-betaDigit Range: 12 digitCore Ultra 7 155HRyzen 7 7840U246810SE +/- 0.061, N = 15SE +/- 0.036, N = 76.0175.1521. (CC) gcc options: -O2 -pthread

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: Noise-GaussianCore Ultra 7 155HRyzen 7 7840U60120180240300SE +/- 2.19, N = 3SE +/- 1.76, N = 3229266-lSM -lICE -lbz21. (CC) gcc options: -fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

Selenium

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

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeCore Ultra 7 155HRyzen 7 7840U60120180240300SE +/- 0.44, N = 5SE +/- 0.60, N = 4217.12252.101. chrome 120.0.6099.109

Timed GDB GNU Debugger Compilation

This test times how long it takes to build the GNU Debugger (GDB) in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 10.2Time To CompileCore Ultra 7 155HRyzen 7 7840U20406080100SE +/- 0.06, N = 3SE +/- 0.03, N = 376.7466.23

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 155HRyzen 7 7840U100200300400500SE +/- 1.04, N = 3SE +/- 2.58, N = 3458.7397.11. chrome 120.0.6099.109

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian Dragon ObjCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.14, N = 3SE +/- 0.04, N = 310.2711.82MIN: 9.58 / MAX: 13.09MIN: 11.66 / MAX: 12.89

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointCore Ultra 7 155HRyzen 7 7840U714212835SE +/- 0.49, N = 12SE +/- 0.25, N = 1529.2025.37

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 1080pCore Ultra 7 155HRyzen 7 7840U90180270360450SE +/- 0.87, N = 11SE +/- 0.49, N = 11361.55415.641. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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: Jacobi Successive Over-RelaxationCore Ultra 7 155HRyzen 7 7840U5001000150020002500SE +/- 0.36, N = 3SE +/- 5.00, N = 32555.592225.42

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 Ultra 7 155HRyzen 7 7840U510152025SE +/- 0.07, N = 3SE +/- 0.11, N = 318.6016.261. firefox 120.0.1

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: allmodconfigCore Ultra 7 155HRyzen 7 7840U400800120016002000SE +/- 1.05, N = 3SE +/- 10.29, N = 31638.811435.52

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b EncryptionCore Ultra 7 155HRyzen 7 7840U2004006008001000SE +/- 2.02, N = 3SE +/- 2.25, N = 3763.7869.4

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 16 - Buffer Length: 256 - Filter Length: 32Core Ultra 7 155HRyzen 7 7840U120M240M360M480M600MSE +/- 2936005.47, N = 14SE +/- 1846085.95, N = 34953464295638800001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 155HRyzen 7 7840U306090120150SE +/- 1.38, N = 4SE +/- 0.64, N = 3127.61112.58

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 155HRyzen 7 7840U0.22640.45280.67920.90561.132SE +/- 0.007, N = 3SE +/- 0.002, N = 30.8891.0061. (CXX) g++ options: -O3

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: SwirlCore Ultra 7 155HRyzen 7 7840U100200300400500SE +/- 4.93, N = 3SE +/- 0.88, N = 3406457-lSM -lICE -lbz21. (CC) gcc options: -fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

libjpeg-turbo tjbench

tjbench is a JPEG decompression/compression benchmark that is part of libjpeg-turbo, a JPEG image codec library optimized for SIMD instructions on modern CPU architectures. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.1.0Test: Decompression ThroughputCore Ultra 7 155HRyzen 7 7840U60120180240300SE +/- 1.84, N = 3SE +/- 0.68, N = 3246.93277.111. (CC) gcc options: -O3 -rdynamic

Scikit-Learn

Scikit-learn is a Python module for machine learning built on NumPy, SciPy, and is BSD-licensed. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: SGD RegressionCore Ultra 7 155HRyzen 7 7840U20406080100SE +/- 0.19, N = 3SE +/- 0.05, N = 3108.3296.581. (F9X) gfortran options: -O0

Unpacking The Linux Kernel

This test measures how long it takes to extract the .tar.xz Linux kernel source tree package. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking The Linux Kernel 5.19linux-5.19.tar.xzCore Ultra 7 155HRyzen 7 7840U1.17142.34283.51424.68565.857SE +/- 0.032, N = 7SE +/- 0.010, N = 75.2064.650

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression SpeedCore Ultra 7 155HRyzen 7 7840U30060090012001500SE +/- 10.21, N = 15SE +/- 10.67, N = 31562.81397.5-llzma1. (CC) gcc options: -O3 -pthread -lz

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 2 - Buffer Length: 256 - Filter Length: 512Core Ultra 7 155HRyzen 7 7840U7M14M21M28M35MSE +/- 35950.58, N = 3SE +/- 419081.14, N = 330305667338220001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Selenium

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

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxCore Ultra 7 155HRyzen 7 7840U4080120160200SE +/- 0.65, N = 3SE +/- 2.84, N = 3180.14200.981. firefox 120.0.1

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 4 - Buffer Length: 256 - Filter Length: 32Core Ultra 7 155HRyzen 7 7840U40M80M120M160M200MSE +/- 1729723.81, N = 3SE +/- 394010.72, N = 32012066671811533331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenSSL

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

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096Core Ultra 7 155HRyzen 7 7840U30K60K90K120K150KSE +/- 451.59, N = 10SE +/- 140.48, N = 3138795.8154053.01. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

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 Ultra 7 155HRyzen 7 7840U48121620SE +/- 0.03, N = 3SE +/- 0.02, N = 416.0714.49

Numpy Benchmark

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

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkCore Ultra 7 155HRyzen 7 7840U140280420560700SE +/- 3.14, N = 3SE +/- 1.52, N = 3593.50657.86

OSPRay

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

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeCore Ultra 7 155HRyzen 7 7840U306090120150SE +/- 0.60, N = 3SE +/- 0.06, N = 3108.37120.10

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 4KCore Ultra 7 155HRyzen 7 7840U1326395265SE +/- 0.66, N = 15SE +/- 0.18, N = 459.0453.351. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b EncryptionCore Ultra 7 155HRyzen 7 7840U2004006008001000SE +/- 12.60, N = 3SE +/- 6.26, N = 3780.7863.9

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: EnhancedCore Ultra 7 155HRyzen 7 7840U50100150200250SE +/- 1.67, N = 3SE +/- 0.33, N = 3223202-lSM -lICE -lbz21. (CC) gcc options: -fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialCore Ultra 7 155HRyzen 7 7840U50100150200250231.82210.08

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: HWB Color SpaceCore Ultra 7 155HRyzen 7 7840U2004006008001000SE +/- 2.89, N = 3SE +/- 2.33, N = 3809892-lSM -lICE -lbz21. (CC) gcc options: -fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

Selenium

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

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeCore Ultra 7 155HRyzen 7 7840U70140210280350SE +/- 3.29, N = 3SE +/- 0.94, N = 3280.93308.821. chrome 120.0.6099.109

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeCore Ultra 7 155HRyzen 7 7840U6001200180024003000SE +/- 19.22, N = 3SE +/- 3.84, N = 3272324801. chrome 120.0.6099.109

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 1080pCore Ultra 7 155HRyzen 7 7840U110220330440550SE +/- 1.57, N = 11SE +/- 0.65, N = 11458.37503.211. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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 155HRyzen 7 7840U4080120160200SE +/- 1.67, N = 3SE +/- 0.19, N = 3160.08145.91

Scikit-Learn

Scikit-learn is a Python module for machine learning built on NumPy, SciPy, and is BSD-licensed. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Isolation ForestCore Ultra 7 155HRyzen 7 7840U50100150200250SE +/- 0.25, N = 3SE +/- 0.47, N = 3244.33223.471. (F9X) gfortran options: -O0

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 Ultra 7 155HRyzen 7 7840U48121620SE +/- 0.05, N = 5SE +/- 0.02, N = 514.6813.431. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

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: 0Core Ultra 7 155HRyzen 7 7840U306090120150SE +/- 0.55, N = 3SE +/- 0.08, N = 3155.33142.151. (CXX) g++ options: -O3 -fPIC -lm

ASTC Encoder

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

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveCore Ultra 7 155HRyzen 7 7840U0.15060.30120.45180.60240.753SE +/- 0.0068, N = 5SE +/- 0.0007, N = 30.61250.66931. (CXX) g++ options: -O3 -flto -pthread

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 155HRyzen 7 7840U246810SE +/- 0.061, N = 6SE +/- 0.032, N = 66.1275.616

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U0.69751.3952.09252.793.4875SE +/- 0.02, N = 12SE +/- 0.01, N = 32.853.10MIN: 2.58 / MAX: 3.71MIN: 3.02 / MAX: 3.47

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 155HRyzen 7 7840U510152025SE +/- 0.16, N = 15SE +/- 0.04, N = 522.520.71. firefox 120.0.1

Git

This test measures the time needed to carry out some sample Git operations on an example, static repository that happens to be a copy of the GNOME GTK tool-kit repository. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsCore Ultra 7 155HRyzen 7 7840U918273645SE +/- 0.09, N = 3SE +/- 0.10, N = 341.0837.811. git version 2.40.1

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random ReadCore Ultra 7 155HRyzen 7 7840U13M26M39M52M65MSE +/- 439126.31, N = 11SE +/- 204364.81, N = 359535959548186701. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

GNU Radio

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

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: IIR FilterCore Ultra 7 155HRyzen 7 7840U110220330440550SE +/- 2.25, N = 9SE +/- 2.30, N = 3518.7478.61. 3.10.7.0

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 Ultra 7 155HRyzen 7 7840U100200300400500SE +/- 2.91, N = 3SE +/- 0.52, N = 3455.17421.55

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropCore Ultra 7 155HRyzen 7 7840U1.3412.6824.0235.3646.705SE +/- 0.013, N = 7SE +/- 0.007, N = 75.9605.522

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 155HRyzen 7 7840U48121620SE +/- 0.01, N = 4SE +/- 0.04, N = 414.0012.97

GNU Radio

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

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Signal Source (Cosine)Core Ultra 7 155HRyzen 7 7840U10002000300040005000SE +/- 42.75, N = 9SE +/- 73.88, N = 34261.64593.51. 3.10.7.0

R Benchmark

This test is a quick-running survey of general R performance Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterR BenchmarkCore Ultra 7 155HRyzen 7 7840U0.03320.06640.09960.13280.166SE +/- 0.0006, N = 3SE +/- 0.0006, N = 30.14740.1368

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 4KCore Ultra 7 155HRyzen 7 7840U48121620SE +/- 0.13, N = 15SE +/- 0.19, N = 314.4013.371. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Timed PHP Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.1.9Time To CompileCore Ultra 7 155HRyzen 7 7840U1632486480SE +/- 0.57, N = 3SE +/- 0.22, N = 369.9565.02

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: FirefoxCore Ultra 7 155HRyzen 7 7840U5001000150020002500SE +/- 4.84, N = 3SE +/- 2.00, N = 3255723811. firefox 120.0.1

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 1 - Buffer Length: 256 - Filter Length: 512Core Ultra 7 155HRyzen 7 7840U4M8M12M16M20MSE +/- 127987.41, N = 3SE +/- 93724.77, N = 316084667172730001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 Ultra 7 155HRyzen 7 7840U1.29742.59483.89225.18966.487SE +/- 0.042, N = 7SE +/- 0.012, N = 75.7665.381-lncurses1. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lm

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineCore Ultra 7 155HRyzen 7 7840U20406080100SE +/- 1.07, N = 15SE +/- 1.10, N = 495.3089.05

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: Google ChromeCore Ultra 7 155HRyzen 7 7840U80160240320400SE +/- 4.41, N = 3SE +/- 3.18, N = 33313541. chrome 120.0.6099.109

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-ThreadedCore Ultra 7 155HRyzen 7 7840U7K14K21K28K35KSE +/- 221.75, N = 3SE +/- 19.89, N = 329903.131965.31. (CXX) g++ options: -O3 -march=native -fPIE -pie

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 155HRyzen 7 7840U130260390520650SE +/- 5.62, N = 6SE +/- 2.47, N = 4552590

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 155HRyzen 7 7840U1632486480SE +/- 0.68, N = 3SE +/- 0.11, N = 370.9466.561. (CXX) g++ options: -O3 -fPIC -lm

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectCore Ultra 7 155HRyzen 7 7840U612182430SE +/- 0.08, N = 3SE +/- 0.00, N = 321.8923.33

Selenium

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

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeCore Ultra 7 155HRyzen 7 7840U510152025SE +/- 0.18, N = 6SE +/- 0.02, N = 620.3419.101. chrome 120.0.6099.109

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, LosslessCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.095, N = 6SE +/- 0.044, N = 59.66910.2961. (CXX) g++ options: -O3 -fPIC -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: Single-ThreadedCore Ultra 7 155HRyzen 7 7840U9001800270036004500SE +/- 42.67, N = 3SE +/- 9.89, N = 34224.53967.41. (CXX) g++ options: -O3 -march=native -fPIE -pie

Stargate Digital Audio Workstation

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

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 1024Core Ultra 7 155HRyzen 7 7840U0.74681.49362.24042.98723.734SE +/- 0.027638, N = 3SE +/- 0.032515, N = 33.3191163.1235521. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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: rotateCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.06, N = 4SE +/- 0.01, N = 413.1812.41

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: CPUCore Ultra 7 155HRyzen 7 7840U0.42530.85061.27591.70122.1265SE +/- 0.01, N = 15SE +/- 0.01, N = 31.781.89MIN: 1.58 / MAX: 2.36MIN: 1.77 / MAX: 2.17

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b DecryptionCore Ultra 7 155HRyzen 7 7840U2004006008001000SE +/- 20.29, N = 3SE +/- 1.62, N = 3812.6861.3

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: 6Core Ultra 7 155HRyzen 7 7840U246810SE +/- 0.041, N = 7SE +/- 0.037, N = 66.3586.7261. (CXX) g++ options: -O3 -fPIC -lm

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: ResizingCore Ultra 7 155HRyzen 7 7840U2004006008001000SE +/- 10.17, N = 3SE +/- 11.57, N = 3808853-lSM -lICE -lbz21. (CC) gcc options: -fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

OCRMyPDF

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 14.0.1+dfsg1Processing 60 Page PDF DocumentCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.09, N = 15SE +/- 0.05, N = 510.8511.45

Node.js V8 Web Tooling Benchmark

Running the V8 project's Web-Tooling-Benchmark under Node.js. The Web-Tooling-Benchmark stresses JavaScript-related workloads common to web developers like Babel and TypeScript and Babylon. This test profile can test the system's JavaScript performance with Node.js. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkCore Ultra 7 155HRyzen 7 7840U48121620SE +/- 0.09, N = 3SE +/- 0.01, N = 316.7417.66

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression SpeedCore Ultra 7 155HRyzen 7 7840U400800120016002000SE +/- 43.01, N = 3SE +/- 62.03, N = 31931.81831.7-llzma1. (CC) gcc options: -O3 -pthread -lz

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b DecryptionCore Ultra 7 155HRyzen 7 7840U2004006008001000SE +/- 16.67, N = 3SE +/- 2.73, N = 3814.7859.2

Timed Wasmer Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 2.3Time To CompileCore Ultra 7 155HRyzen 7 7840U1224364860SE +/- 0.76, N = 3SE +/- 0.08, N = 355.1152.321. (CC) gcc options: -m64 -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc -pie -nodefaultlibs

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSECore Ultra 7 155HRyzen 7 7840U816243240SE +/- 0.40, N = 15SE +/- 0.14, N = 333.4735.23

C-Ray

This is a test of C-Ray, a simple raytracer designed to test the floating-point CPU performance. This test is multi-threaded (16 threads per core), will shoot 8 rays per pixel for anti-aliasing, and will generate a 1600 x 1200 image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelCore Ultra 7 155HRyzen 7 7840U1428425670SE +/- 0.61, N = 6SE +/- 0.03, N = 360.1263.121. (CC) gcc options: -lm -lpthread -O3

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpoolCore Ultra 7 155HRyzen 7 7840U200K400K600K800K1000KSE +/- 20453.44, N = 3SE +/- 1834.16, N = 3939335895206

eSpeak-NG Speech Engine

This test times how long it takes the eSpeak speech synthesizer to read Project Gutenberg's The Outline of Science and output to a WAV file. This test profile is now tracking the eSpeak-NG version of eSpeak. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 1.51Text-To-Speech SynthesisCore Ultra 7 155HRyzen 7 7840U510152025SE +/- 0.10, N = 4SE +/- 0.14, N = 421.3722.431. (CXX) g++ options: -O2

Perl Benchmarks

Perl benchmark suite that can be used to compare the relative speed of different versions of perl. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: Pod2htmlCore Ultra 7 155HRyzen 7 7840U0.01790.03580.05370.07160.0895SE +/- 0.00030242, N = 3SE +/- 0.00023029, N = 30.079574290.07594256

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 155HRyzen 7 7840U20K40K60K80K100KSE +/- 1003.66, N = 4SE +/- 130.26, N = 381100774841. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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: raytraceCore Ultra 7 155HRyzen 7 7840U4080120160200SE +/- 0.33, N = 3SE +/- 0.67, N = 3183175

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b DecryptionCore Ultra 7 155HRyzen 7 7840U120240360480600SE +/- 14.76, N = 3SE +/- 1.01, N = 3529.3553.3

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 100, Compression Effort 5Core Ultra 7 155HRyzen 7 7840U0.88881.77762.66643.55524.444SE +/- 0.04, N = 15SE +/- 0.02, N = 63.953.781. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression SpeedCore Ultra 7 155HRyzen 7 7840U246810SE +/- 0.06, N = 15SE +/- 0.01, N = 36.606.32-llzma1. (CC) gcc options: -O3 -pthread -lz

Perl Benchmarks

Perl benchmark suite that can be used to compare the relative speed of different versions of perl. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: InterpreterCore Ultra 7 155HRyzen 7 7840U0.00040.00080.00120.00160.002SE +/- 0.00002194, N = 3SE +/- 0.00000156, N = 30.001752590.00182758

OpenSSL

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

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512Core Ultra 7 155HRyzen 7 7840U900M1800M2700M3600M4500MSE +/- 15610792.14, N = 3SE +/- 1103382.53, N = 3423160382044106927731. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

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 SlimCore Ultra 7 155HRyzen 7 7840U48121620SE +/- 0.15, N = 3SE +/- 0.04, N = 417.3416.651. OpenSCAD version 2021.01

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedCore Ultra 7 155HRyzen 7 7840U1632486480SE +/- 0.55, N = 9SE +/- 0.68, N = 367.5270.201. (CC) gcc options: -O3

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 155HRyzen 7 7840U60120180240300SE +/- 1.41, N = 4SE +/- 0.52, N = 3275.4286.31. firefox 120.0.1

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b DecryptionCore Ultra 7 155HRyzen 7 7840U120240360480600SE +/- 12.70, N = 3SE +/- 0.87, N = 3533.2553.3

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 155HRyzen 7 7840U1122334455SE +/- 0.26, N = 3SE +/- 0.07, N = 347.245.5

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 8 - Buffer Length: 256 - Filter Length: 32Core Ultra 7 155HRyzen 7 7840U70M140M210M280M350MSE +/- 3363877.23, N = 5SE +/- 711781.80, N = 33277600003399700001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 10, LosslessCore Ultra 7 155HRyzen 7 7840U1.15832.31663.47494.63325.7915SE +/- 0.039, N = 7SE +/- 0.012, N = 75.1484.9711. (CXX) g++ options: -O3 -fPIC -lm

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b EncryptionCore Ultra 7 155HRyzen 7 7840U120240360480600SE +/- 13.59, N = 3SE +/- 2.90, N = 3528.0546.1

ASTC Encoder

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

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: FastCore Ultra 7 155HRyzen 7 7840U4080120160200SE +/- 0.44, N = 3SE +/- 0.51, N = 3155.76161.021. (CXX) g++ options: -O3 -flto -pthread

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b EncryptionCore Ultra 7 155HRyzen 7 7840U120240360480600SE +/- 12.48, N = 3SE +/- 1.02, N = 3531.3548.7

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: Google ChromeCore Ultra 7 155HRyzen 7 7840U20K40K60K80K100KSE +/- 508.08, N = 3SE +/- 121.64, N = 384689873571. chrome 120.0.6099.109

WireGuard + Linux Networking Stack Stress Test

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestCore Ultra 7 155HRyzen 7 7840U4080120160200SE +/- 1.29, N = 3SE +/- 1.66, N = 3178.18183.65

GNU Radio

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

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Five Back to Back FIR FiltersCore Ultra 7 155HRyzen 7 7840U30060090012001500SE +/- 22.01, N = 9SE +/- 12.25, N = 31379.11418.71. 3.10.7.0

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 155HRyzen 7 7840U612182430SE +/- 0.25, N = 3SE +/- 0.06, N = 326.0225.301. OpenSCAD version 2021.01

LuaRadio

LuaRadio is a lightweight software-defined radio (SDR) framework built atop LuaJIT. LuaRadio provides a suite of source, sink, and processing blocks, with a simple API for defining flow graphs, running flow graphs, creating blocks, and creating data types. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: Complex PhaseCore Ultra 7 155HRyzen 7 7840U2004006008001000SE +/- 1.53, N = 3SE +/- 18.90, N = 31054.91084.3

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasCore Ultra 7 155HRyzen 7 7840U612182430SE +/- 0.07, N = 3SE +/- 0.03, N = 326.5727.29

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression SpeedCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.15, N = 3SE +/- 0.09, N = 311.811.5-llzma1. (CC) gcc options: -O3 -pthread -lz

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianCore Ultra 7 155HRyzen 7 7840U246810SE +/- 0.066, N = 7SE +/- 0.047, N = 67.1326.954

ASTC Encoder

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

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughCore Ultra 7 155HRyzen 7 7840U246810SE +/- 0.0723, N = 3SE +/- 0.0385, N = 37.30207.12841. (CXX) g++ options: -O3 -flto -pthread

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: DefaultCore Ultra 7 155HRyzen 7 7840U246810SE +/- 0.03, N = 9SE +/- 0.02, N = 98.228.421. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

Stargate Digital Audio Workstation

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

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 480000 - Buffer Size: 1024Core Ultra 7 155HRyzen 7 7840U0.71171.42342.13512.84683.5585SE +/- 0.016507, N = 3SE +/- 0.012252, N = 33.1633163.0903161. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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 155HRyzen 7 7840U1224364860SE +/- 0.35, N = 3SE +/- 0.53, N = 355.4354.301. OpenSCAD version 2021.01

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Decompression SpeedCore Ultra 7 155HRyzen 7 7840U400800120016002000SE +/- 21.32, N = 3SE +/- 6.27, N = 151861.91896.5-llzma1. (CC) gcc options: -O3 -pthread -lz

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.07, N = 3SE +/- 0.03, N = 312.011.8

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedCore Ultra 7 155HRyzen 7 7840U1530456075SE +/- 0.84, N = 3SE +/- 0.69, N = 366.9868.021. (CC) gcc options: -O3

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceCore Ultra 7 155HRyzen 7 7840U918273645SE +/- 0.18, N = 3SE +/- 0.01, N = 338.8739.45

RNNoise

RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Core Ultra 7 155HRyzen 7 7840U48121620SE +/- 0.04, N = 4SE +/- 0.05, N = 414.9315.141. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.21Variant: Wownero - Hash Count: 1MCore Ultra 7 155HRyzen 7 7840U11002200330044005500SE +/- 33.68, N = 3SE +/- 20.29, N = 35271.55210.91. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

OpenSSL

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

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA256Core Ultra 7 155HRyzen 7 7840U3000M6000M9000M12000M15000MSE +/- 13390368.16, N = 3SE +/- 19132130.90, N = 313411595497135616933431. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Unpacking Firefox

This simple test profile measures how long it takes to extract the .tar.xz source package of the Mozilla Firefox Web Browser. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xzCore Ultra 7 155HRyzen 7 7840U48121620SE +/- 0.05, N = 4SE +/- 0.03, N = 414.2214.07

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.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: FirefoxCore Ultra 7 155HRyzen 7 7840U11K22K33K44K55KSE +/- 288.12, N = 3SE +/- 314.25, N = 349741502021. firefox 120.0.1

ASTC Encoder

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

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumCore Ultra 7 155HRyzen 7 7840U1326395265SE +/- 0.15, N = 4SE +/- 0.08, N = 456.7957.261. (CXX) g++ options: -O3 -flto -pthread

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: Masskrug - Acceleration: CPU-onlyCore Ultra 7 155HRyzen 7 7840U0.80171.60342.40513.20684.0085SE +/- 0.019, N = 8SE +/- 0.005, N = 83.5383.563

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 Ultra 7 155HRyzen 7 7840U0.96011.92022.88033.84044.8005SE +/- 0.025, N = 8SE +/- 0.026, N = 84.2674.2381. OpenSCAD version 2021.01

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: LargeRandomCore Ultra 7 155HRyzen 7 7840U0.35330.70661.05991.41321.7665SE +/- 0.01, N = 3SE +/- 0.00, N = 31.561.571. (CXX) g++ options: -O3

Stargate Digital Audio Workstation

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

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 1024Core Ultra 7 155HRyzen 7 7840U0.34110.68221.02331.36441.7055SE +/- 0.001506, N = 3SE +/- 0.007666, N = 31.5161411.5067661. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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 155HRyzen 7 7840U0.54811.09621.64432.19242.7405SE +/- 0.017, N = 10SE +/- 0.003, N = 102.4362.4241. OpenSCAD version 2021.01

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonCore Ultra 7 155HRyzen 7 7840U1530456075SE +/- 0.30, N = 3SE +/- 0.02, N = 367.1367.44

Stargate Digital Audio Workstation

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

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 1024Core Ultra 7 155HRyzen 7 7840U0.51561.03121.54682.06242.578SE +/- 0.002371, N = 3SE +/- 0.010681, N = 32.2914492.2824661. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Scikit-Learn

Scikit-learn is a Python module for machine learning built on NumPy, SciPy, and is BSD-licensed. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: MNIST DatasetCore Ultra 7 155HRyzen 7 7840U1326395265SE +/- 0.17, N = 3SE +/- 0.04, N = 355.8155.631. (F9X) gfortran options: -O0

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassCore Ultra 7 155HRyzen 7 7840U510152025SE +/- 0.04, N = 3SE +/- 0.03, N = 321.7821.84

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 Room - Acceleration: CPU-onlyCore Ultra 7 155HRyzen 7 7840U0.6231.2461.8692.4923.115SE +/- 0.018, N = 8SE +/- 0.003, N = 82.7692.761

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurCore Ultra 7 155HRyzen 7 7840U1020304050SE +/- 0.09, N = 3SE +/- 0.06, N = 343.9343.84

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Decompression SpeedCore Ultra 7 155HRyzen 7 7840U400800120016002000SE +/- 16.19, N = 3SE +/- 4.26, N = 61870.61872.8-llzma1. (CC) gcc options: -O3 -pthread -lz

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 100, Lossless CompressionCore Ultra 7 155HRyzen 7 7840U0.00230.00460.00690.00920.0115SE +/- 0.00, N = 3SE +/- 0.00, N = 30.010.011. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 95, Compression Effort 7Core Ultra 7 155HRyzen 7 7840U0.01350.0270.04050.0540.0675SE +/- 0.00, N = 3SE +/- 0.00, N = 30.060.061. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 75, Compression Effort 7Core Ultra 7 155HRyzen 7 7840U0.02930.05860.08790.11720.1465SE +/- 0.00, N = 3SE +/- 0.00, N = 30.130.131. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

Darktable

MinAvgMaxCore Ultra 7 155H3.410.835.4OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 4.4.2CPU Power Consumption Monitor1020304050

ScyllaDB

OpenBenchmarking.orgWatts, Fewer Is BetterScyllaDB 5.2.9CPU Power Consumption MonitorCore Ultra 7 155HRyzen 7 7840U1326395265Min: 4.02 / Avg: 29.9 / Max: 64.11Min: 3.14 / Avg: 26.61 / Max: 51.03

OpenBenchmarking.orgOp/s, More Is BetterScyllaDB 5.2.9Test: WritesCore Ultra 7 155HRyzen 7 7840U15K30K45K60K75KSE +/- 2393.89, N = 12SE +/- 308.66, N = 36832165439

RocksDB

MinAvgMaxCore Ultra 7 155H4.233.564.3Ryzen 7 7840U3.132.151.0OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 8.0CPU Power Consumption Monitor20406080100

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read While WritingCore Ultra 7 155HRyzen 7 7840U400K800K1200K1600K2000KSE +/- 60495.91, N = 12SE +/- 8086.24, N = 3160422917741611. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

TensorFlow Lite

MinAvgMaxCore Ultra 7 155H4.633.764.6Ryzen 7 7840U3.031.951.0OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Power Consumption Monitor20406080100

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2Core Ultra 7 155HRyzen 7 7840U30K60K90K120K150KSE +/- 2108.23, N = 15SE +/- 31.14, N = 3125552.030731.6

PyTorch

OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption MonitorCore Ultra 7 155HRyzen 7 7840U1224364860Min: 4.68 / Avg: 33.29 / Max: 61.31Min: 2.25 / Avg: 32.49 / Max: 45.68

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: Efficientnet_v2_lCore Ultra 7 155HRyzen 7 7840U246810SE +/- 0.08, N = 9SE +/- 0.07, N = 33.778.49MIN: 2.14 / MAX: 5.2MIN: 6.91 / MAX: 8.8

MinAvgMaxCore Ultra 7 155H4.532.660.6Ryzen 7 7840U3.231.247.1OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor20406080100

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-152Core Ultra 7 155HRyzen 7 7840U510152025SE +/- 0.32, N = 9SE +/- 0.06, N = 39.5220.14MIN: 3.59 / MAX: 13.21MIN: 17.16 / MAX: 20.95

Darktable

MinAvgMaxRyzen 7 7840U2.18.729.1OpenBenchmarking.orgWatts, Fewer Is BetterDarktableCPU Power Consumption Monitor918273645

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Rack - Acceleration: CPU-onlyCore Ultra 7 155HRyzen 7 7840U0.0920.1840.2760.3680.46SE +/- 0.009, N = 15SE +/- 0.001, N = 130.4090.349

Scikit-Learn

OpenBenchmarking.orgWatts, Fewer Is BetterScikit-Learn 1.2.2CPU Power Consumption MonitorCore Ultra 7 155HRyzen 7 7840U1122334455Min: 3.86 / Avg: 32.65 / Max: 56Min: 6.81 / Avg: 29.95 / Max: 33.59

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Hist Gradient Boosting AdultCore Ultra 7 155HRyzen 7 7840U50100150200250SE +/- 6.09, N = 11SE +/- 0.17, N = 3206.6449.651. (F9X) gfortran options: -O0

OpenBenchmarking.orgWatts, Fewer Is BetterScikit-Learn 1.2.2CPU Power Consumption MonitorCore Ultra 7 155HRyzen 7 7840U1224364860Min: 4.38 / Avg: 33.59 / Max: 63.5Min: 6.81 / Avg: 31.23 / Max: 37.02

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Hist Gradient BoostingCore Ultra 7 155HRyzen 7 7840U50100150200250SE +/- 4.95, N = 12SE +/- 0.43, N = 3208.9571.121. (F9X) gfortran options: -O0

NCNN

OpenBenchmarking.orgWatts, Fewer Is BetterNCNN 20230517CPU Power Consumption MonitorCore Ultra 7 155HRyzen 7 7840U1326395265Min: 4.36 / Avg: 29.12 / Max: 65.29Min: 4.95 / Avg: 31.66 / Max: 39.46

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: FastestDetCore Ultra 7 155HRyzen 7 7840U1.30732.61463.92195.22926.5365SE +/- 0.35, N = 9SE +/- 0.03, N = 145.812.92MIN: 3.49 / MAX: 192.47MIN: 2.53 / MAX: 14.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: regnety_400mCore Ultra 7 155HRyzen 7 7840U510152025SE +/- 0.88, N = 9SE +/- 0.03, N = 1518.406.05MIN: 8.73 / MAX: 1249.99MIN: 5.45 / MAX: 18.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: squeezenet_ssdCore Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.28, N = 9SE +/- 0.13, N = 1512.737.87MIN: 7.98 / MAX: 760.97MIN: 6.63 / MAX: 40.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: yolov4-tinyCore Ultra 7 155HRyzen 7 7840U714212835SE +/- 1.63, N = 9SE +/- 0.18, N = 1528.6517.21MIN: 20.27 / MAX: 806.08MIN: 15.85 / MAX: 32.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet50Core Ultra 7 155HRyzen 7 7840U714212835SE +/- 1.79, N = 9SE +/- 0.19, N = 1528.0513.20MIN: 18.29 / MAX: 1282.02MIN: 10.88 / MAX: 39.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: alexnetCore Ultra 7 155HRyzen 7 7840U246810SE +/- 0.67, N = 9SE +/- 0.07, N = 158.165.73MIN: 4.89 / MAX: 412.07MIN: 4.95 / MAX: 17.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet18Core Ultra 7 155HRyzen 7 7840U3691215SE +/- 1.01, N = 9SE +/- 0.10, N = 1510.695.86MIN: 6.47 / MAX: 698.18MIN: 5.14 / MAX: 18.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vgg16Core Ultra 7 155HRyzen 7 7840U1224364860SE +/- 2.73, N = 9SE +/- 0.18, N = 1553.5241.12MIN: 32.69 / MAX: 684.01MIN: 38.67 / MAX: 68.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: googlenetCore Ultra 7 155HRyzen 7 7840U48121620SE +/- 0.59, N = 9SE +/- 0.14, N = 1515.878.27MIN: 9.13 / MAX: 942.71MIN: 7.08 / MAX: 53.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: blazefaceCore Ultra 7 155HRyzen 7 7840U0.42750.8551.28251.712.1375SE +/- 0.12, N = 9SE +/- 0.01, N = 151.900.79MIN: 1.4 / MAX: 4.88MIN: 0.74 / MAX: 2.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: efficientnet-b0Core Ultra 7 155HRyzen 7 7840U3691215SE +/- 0.44, N = 9SE +/- 0.02, N = 159.674.00MIN: 6.14 / MAX: 461.84MIN: 3.55 / MAX: 15.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mnasnetCore Ultra 7 155HRyzen 7 7840U246810SE +/- 0.41, N = 9SE +/- 0.02, N = 157.082.56MIN: 3.88 / MAX: 392.57MIN: 2.27 / MAX: 15.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: shufflenet-v2Core Ultra 7 155HRyzen 7 7840U1.27352.5473.82055.0946.3675SE +/- 0.27, N = 9SE +/- 0.01, N = 155.662.29MIN: 3.35 / MAX: 356.06MIN: 2.07 / MAX: 27.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v3-v3 - Model: mobilenet-v3Core Ultra 7 155HRyzen 7 7840U246810SE +/- 0.39, N = 9SE +/- 0.01, N = 156.832.68MIN: 3.77 / MAX: 568.9MIN: 2.38 / MAX: 13.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v2-v2 - Model: mobilenet-v2Core Ultra 7 155HRyzen 7 7840U246810SE +/- 0.44, N = 9SE +/- 0.01, N = 156.552.99MIN: 4.01 / MAX: 476.69MIN: 2.59 / MAX: 14.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mobilenetCore Ultra 7 155HRyzen 7 7840U510152025SE +/- 0.82, N = 9SE +/- 0.08, N = 1519.5410.54MIN: 12.87 / MAX: 771.57MIN: 9.52 / MAX: 23.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

ASKAP

MinAvgMaxCore Ultra 7 155H4.624.763.8Ryzen 7 7840U2.620.043.0OpenBenchmarking.orgWatts, Fewer Is BetterASKAP 1.0CPU Power Consumption Monitor20406080100

OpenBenchmarking.orgIterations Per Second, More Is BetterASKAP 1.0Test: Hogbom Clean OpenMPCore Ultra 7 155HRyzen 7 7840U90180270360450SE +/- 5.52, N = 3SE +/- 4.06, N = 14393.85239.651. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

MinAvgMaxCore Ultra 7 155H4.332.964.1Ryzen 7 7840U3.029.947.6OpenBenchmarking.orgWatts, Fewer Is BetterASKAP 1.0CPU Power Consumption Monitor20406080100

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - GriddingCore Ultra 7 155HRyzen 7 7840U6001200180024003000SE +/- 60.29, N = 3SE +/- 15.01, N = 21494.152806.451. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

asmFish

MinAvgMaxCore Ultra 7 155H1.632.464.4Ryzen 7 7840U3.232.551.0OpenBenchmarking.orgWatts, Fewer Is BetterasmFish 2018-07-23CPU Power Consumption Monitor20406080100

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthCore Ultra 7 155HRyzen 7 7840U7M14M21M28M35MSE +/- 306334.24, N = 4SE +/- 1331554.79, N = 122510917432605313

SVT-VP9

MinAvgMaxCore Ultra 7 155H1.532.764.2Ryzen 7 7840U3.327.950.5OpenBenchmarking.orgWatts, Fewer Is BetterSVT-VP9 0.3CPU Power Consumption Monitor20406080100

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 4KCore Ultra 7 155HRyzen 7 7840U1020304050SE +/- 0.69, N = 15SE +/- 0.25, N = 444.4344.311. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-AV1

MinAvgMaxCore Ultra 7 155H1.533.462.5Ryzen 7 7840U2.926.150.4OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor20406080100

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 1080pCore Ultra 7 155HRyzen 7 7840U20406080100SE +/- 1.34, N = 15SE +/- 0.42, N = 675.7095.341. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

MinAvgMaxCore Ultra 7 155H1.632.964.1Ryzen 7 7840U2.725.650.0OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor20406080100

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4KCore Ultra 7 155HRyzen 7 7840U20406080100SE +/- 1.98, N = 15SE +/- 1.69, N = 1592.8787.921. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

MinAvgMaxCore Ultra 7 155H1.630.063.8Ryzen 7 7840U3.325.450.6OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor20406080100

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4KCore Ultra 7 155HRyzen 7 7840U20406080100SE +/- 6.26, N = 12SE +/- 0.54, N = 685.5991.521. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

MinAvgMaxCore Ultra 7 155H1.532.264.0Ryzen 7 7840U3.629.751.3OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor20406080100

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4KCore Ultra 7 155HRyzen 7 7840U714212835SE +/- 1.04, N = 12SE +/- 0.27, N = 321.5129.331. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

John The Ripper

MinAvgMaxCore Ultra 7 155H1.534.764.0Ryzen 7 7840U3.531.250.9OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor20406080100

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: bcryptCore Ultra 7 155HRyzen 7 7840U4K8K12K16K20KSE +/- 256.27, N = 15SE +/- 55.81, N = 31466718631-lbz21. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt

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: Sparse Matrix MultiplyCore Ultra 7 155HRyzen 7 7840U8001600240032004000SE +/- 143.87, N = 3SE +/- 175.10, N = 33696.163760.21

389 Results Shown

Neural Magic DeepSparse
OpenVINO:
  Handwritten English Recognition FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
Neural Magic DeepSparse
Whisper.cpp
OpenVINO:
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
Neural Magic DeepSparse
OpenVINO:
  Weld Porosity Detection FP16-INT8 - CPU
  Person Detection FP16 - CPU
Neural Magic DeepSparse:
  BERT-Large, NLP Question Answering - Asynchronous Multi-Stream
  NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream
  ResNet-50, Sparse INT8 - Asynchronous Multi-Stream
  NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream
  ResNet-50, Baseline - Asynchronous Multi-Stream
  CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream
LuaRadio
Whisper.cpp
Neural Magic DeepSparse:
  CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream
  CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream
  NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream
OpenVINO
TensorFlow Lite
OpenSSL
OpenVINO
Scikit-Learn
TensorFlow Lite
ASKAP
TensorFlow Lite
PyTorch
Zstd Compression
LeelaChessZero
Java SciMark
OpenSSL
PyTorch
OpenVINO
PyTorch
OpenSSL
PyPerformance
ASKAP
OpenVINO
Zstd Compression
Neural Magic DeepSparse
PyTorch
OpenVINO
GraphicsMagick
OpenVINO
PyTorch
OpenVINO
PyTorch
LeelaChessZero
PyTorch
RocksDB
OpenSSL
NAS Parallel Benchmarks
OSPRay
Zstd Compression
OSPRay
LZ4 Compression:
  3 - Decompression Speed
  9 - Decompression Speed
  1 - Decompression Speed
OpenRadioss
TensorFlow Lite
OpenRadioss
LZ4 Compression
OpenSSL
OpenVINO
PyHPC Benchmarks
OpenVINO
Java SciMark:
  Monte Carlo
  Dense LU Matrix Factorization
OpenVINO
TensorFlow
Scikit-Learn
OpenVINO
Primesieve
Cryptsetup
TensorFlow
Liquid-DSP
Cryptsetup
OpenCV
OSPRay Studio
ASKAP
GIMP
IndigoBench
GNU Radio
Liquid-DSP
Cryptsetup:
  AES-XTS 256b Decryption
  AES-XTS 512b Decryption
OSPRay Studio:
  3 - 4K - 32 - Path Tracer - CPU
  1 - 4K - 16 - Path Tracer - CPU
OpenRadioss
OSPRay
Neural Magic DeepSparse
FFmpeg
OSPRay Studio
LuaRadio
OSPRay Studio:
  3 - 1080p - 1 - Path Tracer - CPU
  3 - 4K - 16 - Path Tracer - CPU
OpenVINO
OpenRadioss
OSPRay Studio
PyHPC Benchmarks
FFmpeg
OSPRay Studio
FFmpeg
GEGL
OSPRay Studio
NAS Parallel Benchmarks
Numenta Anomaly Benchmark
Neural Magic DeepSparse
OSPRay Studio
FFmpeg
GraphicsMagick
RocksDB
Intel Open Image Denoise
Kvazaar
Blender
Aircrack-ng
7-Zip Compression
OSPRay Studio
Selenium
Helsing
Appleseed
LuxCoreRender
Kvazaar
OSPRay Studio
Kvazaar
uvg266
Appleseed
simdjson
Java SciMark
Neural Magic DeepSparse
GNU Octave Benchmark
Kvazaar
Neural Magic DeepSparse
simdjson
Kvazaar
uvg266
Stockfish
uvg266
Kvazaar
uvg266:
  Bosphorus 4K - Super Fast
  Bosphorus 1080p - Ultra Fast
OpenVKL
SVT-AV1
GNU Radio
LuxCoreRender
John The Ripper
LuxCoreRender
Neural Magic DeepSparse
SVT-AV1
GEGL
NAS Parallel Benchmarks
Z3 Theorem Prover
Neural Magic DeepSparse
LuaRadio
Blender
Neural Magic DeepSparse
SQLite Speedtest
OSPRay
uvg266
Embree
Zstd Compression
Neural Magic DeepSparse
simdjson
Xmrig
VVenC
OSPRay
PyPerformance
Blender
VVenC
Liquid-DSP
GNU Radio
simdjson
VVenC
Liquid-DSP
x265
Selenium
Blender
Liquid-DSP
IndigoBench
Selenium
Xmrig
Chaos Group V-RAY
VVenC
RawTherapee
Cryptsetup
Embree
Xmrig:
  CryptoNight-Heavy - 1M
  CryptoNight-Femto UPX2 - 1M
Neural Magic DeepSparse
Z3 Theorem Prover
Numenta Anomaly Benchmark
Neural Magic DeepSparse:
  CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream
  NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream
Inkscape
Xmrig
Timed FFmpeg Compilation
SVT-VP9
PHPBench
Helsing
GraphicsMagick
Selenium
Timed GDB GNU Debugger Compilation
Selenium
Embree
Numenta Anomaly Benchmark
SVT-AV1
Java SciMark
Selenium
Timed Linux Kernel Compilation
Cryptsetup
Liquid-DSP
Timed Linux Kernel Compilation
GROMACS
GraphicsMagick
libjpeg-turbo tjbench
Scikit-Learn
Unpacking The Linux Kernel
Zstd Compression
Liquid-DSP
Selenium
Liquid-DSP
OpenSSL
GIMP
Numpy Benchmark
OSPRay
SVT-VP9
Cryptsetup
GraphicsMagick
Appleseed
GraphicsMagick
Selenium:
  Jetstream 2 - Google Chrome
  PSPDFKit WASM - Google Chrome
SVT-AV1
Blender
Scikit-Learn
FLAC Audio Encoding
libavif avifenc
ASTC Encoder
Darktable
LuxCoreRender
Selenium
Git
RocksDB
GNU Radio
Timed Godot Game Engine Compilation
GEGL
GIMP
GNU Radio
R Benchmark
x265
Timed PHP Compilation
Selenium
Liquid-DSP
LAME MP3 Encoding
Numenta Anomaly Benchmark
Selenium
QuantLib
PyBench
libavif avifenc
GEGL
Selenium
libavif avifenc
QuantLib
Stargate Digital Audio Workstation
GIMP
LuxCoreRender
Cryptsetup
libavif avifenc
GraphicsMagick
OCRMyPDF
Node.js V8 Web Tooling Benchmark
Zstd Compression
Cryptsetup
Timed Wasmer Compilation
Numenta Anomaly Benchmark
C-Ray
Cryptsetup
eSpeak-NG Speech Engine
Perl Benchmarks
7-Zip Compression
PyPerformance
Cryptsetup
WebP2 Image Encode
Zstd Compression
Perl Benchmarks
OpenSSL
OpenSCAD
LZ4 Compression
Selenium
Cryptsetup
PyPerformance
Liquid-DSP
libavif avifenc
Cryptsetup
ASTC Encoder
Cryptsetup
Selenium
WireGuard + Linux Networking Stack Stress Test
GNU Radio
OpenSCAD
LuaRadio
GEGL
Zstd Compression
Numenta Anomaly Benchmark
ASTC Encoder
WebP2 Image Encode
Stargate Digital Audio Workstation
OpenSCAD
Zstd Compression
PyPerformance
LZ4 Compression
GEGL
RNNoise
Xmrig
OpenSSL
Unpacking Firefox
Selenium
ASTC Encoder
Darktable
OpenSCAD
simdjson
Stargate Digital Audio Workstation
OpenSCAD
GEGL
Stargate Digital Audio Workstation
Scikit-Learn
GEGL
Darktable
GEGL
Zstd Compression
WebP2 Image Encode:
  Quality 100, Lossless Compression
  Quality 95, Compression Effort 7
  Quality 75, Compression Effort 7
Darktable:
  CPU Power Consumption Monitor:
    Watts
    Watts
ScyllaDB
RocksDB
RocksDB
TensorFlow Lite
TensorFlow Lite
PyTorch
PyTorch
PyTorch
PyTorch
Darktable
Darktable
Scikit-Learn
Scikit-Learn
Scikit-Learn
Scikit-Learn
NCNN
NCNN:
  CPU - FastestDet
  CPU - regnety_400m
  CPU - squeezenet_ssd
  CPU - yolov4-tiny
  CPU - resnet50
  CPU - alexnet
  CPU - resnet18
  CPU - vgg16
  CPU - googlenet
  CPU - blazeface
  CPU - efficientnet-b0
  CPU - mnasnet
  CPU - shufflenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU-v2-v2 - mobilenet-v2
  CPU - mobilenet
ASKAP
ASKAP
ASKAP
ASKAP
asmFish
asmFish
SVT-VP9
SVT-VP9
SVT-AV1
SVT-AV1
SVT-AV1
SVT-AV1
SVT-AV1
SVT-AV1
SVT-AV1
SVT-AV1
John The Ripper
John The Ripper
Java SciMark