AMD Ryzen 7 7840HS 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 2401197-NE-RYZENCPU860
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Audio Encoding 3 Tests
AV1 2 Tests
Web Browsers 1 Tests
Chess Test Suite 3 Tests
Timed Code Compilation 6 Tests
C/C++ Compiler Tests 19 Tests
Compression Tests 3 Tests
CPU Massive 31 Tests
Creator Workloads 37 Tests
Cryptography 5 Tests
Database Test Suite 2 Tests
Encoding 11 Tests
Fortran Tests 2 Tests
Game Development 5 Tests
HPC - High Performance Computing 20 Tests
Imaging 9 Tests
Java Tests 2 Tests
Common Kernel Benchmarks 4 Tests
Machine Learning 14 Tests
MPI Benchmarks 3 Tests
Multi-Core 37 Tests
NVIDIA GPU Compute 7 Tests
Intel oneAPI 6 Tests
OpenMPI Tests 4 Tests
Productivity 4 Tests
Programmer / Developer System Benchmarks 14 Tests
Python 6 Tests
Raytracing 3 Tests
Renderers 8 Tests
Scientific Computing 2 Tests
Software Defined Radio 3 Tests
Server 8 Tests
Server CPU Tests 22 Tests
Single-Threaded 12 Tests
Speech 2 Tests
Telephony 2 Tests
Video Encoding 8 Tests
Common Workstation Benchmarks 3 Tests

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  Test
  Duration
Core Ultra 7 155H
December 16 2023
  2 Days, 23 Hours, 19 Minutes
Ryzen 7 7840U
December 14 2023
  1 Day, 13 Hours, 52 Minutes
Ryzen 7 7840HS
January 16
  1 Day, 8 Hours, 27 Minutes
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  1 Day, 23 Hours, 12 Minutes

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AMD Ryzen 7 7840HS Linux BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionCore Ultra 7 155HRyzen 7 7840URyzen 7 7840HSIntel Core Ultra 7 155H @ 4.80GHz (16 Cores / 22 Threads)MTL Coral_MTH (V1.01 BIOS)Intel Device 7e7f16GB1024GB Micron_2550_MTFDKBA1T0TGEIntel Arc MTL 15GB (2250MHz)Intel Meteor Lake-P HD AudioIntel Device 7e40Ubuntu 23.106.7.0-060700rc5-generic (x86_64)GNOME Shell 45.1X Server 1.21.1.7 + Wayland4.6 Mesa 24.0~git2312160600.5d937f~oibaf~m (git-5d937f0 2023-12-16 mantic-oibaf-ppa)GCC 13.2.0ext41920x1200AMD Ryzen 7 7840U @ 5.13GHz (8 Cores / 16 Threads)Framework FRANMDCP07 (03.03 BIOS)AMD Device 14e8512GB Western Digital WD PC SN740 SDDPNQD-512GAMD Phoenix1 512MB (2700/2800MHz)AMD Rembrandt Radeon HD AudioMEDIATEK MT7922 802.11ax PCI2256x1504AMD Ryzen 7 7840HS @ 5.29GHz (8 Cores / 16 Threads)NB05 TUXEDO Pulse 14 Gen3 R14FA1 (8.06 BIOS)4 x 8 GB DRAM-6400MT/s Micron MT62F2G32D4DS-026 WT2000GB Samsung SSD 980 PRO 2TBAMD Phoenix1 4GB (2700/800MHz)MEDIATEK MT7921K6.7.0-060700-generic (x86_64)GNOME Shell 45.2X Server + Wayland4.6 Mesa 24.1~git2401140600.3c7460~oibaf~m (git-3c7460c 2024-01-14 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.56)2880x1800OpenBenchmarking.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- Core Ultra 7 155H: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x13 - Thermald 2.5.4- Ryzen 7 7840U: Scaling Governor: amd-pstate-epp powersave - Platform Profile: balanced - CPU Microcode: 0xa704103 - ACPI Profile: balanced- Ryzen 7 7840HS: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa704104Java Details- OpenJDK Runtime Environment (build 17.0.9+9-Ubuntu-123.10)Python Details- Python 3.11.6Security Details- Core Ultra 7 155H: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - 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 - Ryzen 7 7840HS: 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: Mitigation of Safe RET + 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 155HRyzen 7 7840URyzen 7 7840HSResult OverviewPhoronix Test Suite100%152%203%255%306%Whisper.cppLeelaChessZeroTensorFlow LiteOpenVINONCNNPyTorchNeural Magic DeepSparseOSPRay StudioOpenCVTensorFlowOpenRadiossOpenSSLPrimesievePyHPC BenchmarksIntel Open Image DenoiseFFmpegLZ4 CompressionGNU Octave BenchmarkIndigoBenchAircrack-ngKvazaarHelsingJohn The RipperPyPerformanceasmFishsimdjsonStockfishAppleseeduvg266OpenVKLRocksDBZstd CompressionBlenderGROMACSVVenCSQLite SpeedtestRawTherapeeNAS Parallel BenchmarksChaos Group V-RAYlibjpeg-turbo tjbenchLuaRadioSVT-AV1OSPRayGIMPTimed FFmpeg CompilationLuxCoreRenderTimed Linux Kernel CompilationEmbreeUnpacking The Linux KernelNumpy BenchmarkInkscapePHPBenchTimed GDB GNU Debugger CompilationGitFLAC Audio EncodingR BenchmarkLAME MP3 EncodingLiquid-DSPWebP2 Image Encode7-Zip CompressionSeleniumJava SciMarkGEGLTimed Godot Game Engine CompilationXmrigOpenSCADSVT-VP9Timed Wasmer CompilationTimed PHP CompilationGraphicsMagickGNU RadioPyBenchCryptsetupUnpacking FirefoxeSpeak-NG Speech EngineNode.js V8 Web Tooling BenchmarkASTC EncoderRNNoiseDarktablex265Numenta Anomaly BenchmarkOCRMyPDFQuantLibWireGuard + Linux Networking Stack Stress TestC-RayScyllaDBZ3 Theorem ProverPerl Benchmarks

AMD Ryzen 7 7840HS Linux Benchmarksselenium: ARES-6 - Firefoxselenium: Kraken - Firefoxselenium: Octane - Firefoxselenium: Jetstream 2 - Firefoxselenium: Speedometer - Firefoxselenium: ARES-6 - Google Chromeselenium: Kraken - Google Chromeselenium: Octane - Google Chromeselenium: PSPDFKit WASM - Firefoxselenium: Jetstream 2 - Google Chromeselenium: Speedometer - Google Chromeselenium: PSPDFKit WASM - Google Chromeselenium: WASM imageConvolute - Firefoxselenium: WASM collisionDetection - Firefoxselenium: WASM imageConvolute - Google Chromeselenium: WASM collisionDetection - Google Chromeunpack-linux: linux-5.19.tar.xzwireguard: quantlib: Multi-Threadedquantlib: Single-Threadedgromacs: MPI CPU - water_GMX50_barenpb: BT.Cnpb: EP.Cnpb: SP.Bopenradioss: Bumper Beamopenradioss: Cell Phone Drop Testopenradioss: Bird Strike on Windshieldopenradioss: Rubber O-Ring Seal Installationz3: 1.smt2z3: 2.smt2ffmpeg: libx265 - Liveffmpeg: libx265 - Uploadffmpeg: libx265 - Platformffmpeg: libx265 - Video On Demandsimdjson: Kostyasimdjson: TopTweetsimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDxmrig: KawPow - 1Mxmrig: Monero - 1Mxmrig: Wownero - 1Mxmrig: GhostRider - 1Mxmrig: CryptoNight-Heavy - 1Mxmrig: CryptoNight-Femto UPX2 - 1Mjava-scimark2: Compositejava-scimark2: Monte Carlojava-scimark2: Fast Fourier Transformjava-scimark2: Sparse Matrix Multiplyjava-scimark2: Dense LU Matrix Factorizationjava-scimark2: Jacobi Successive Over-Relaxationcompress-lz4: 1 - Compression Speedcompress-lz4: 1 - Decompression Speedcompress-lz4: 3 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-lz4: 9 - Compression Speedcompress-lz4: 9 - Decompression Speedcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingcompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 12 - Compression Speedcompress-zstd: 12 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedwebp2: Defaultwebp2: Quality 75, Compression Effort 7webp2: Quality 95, Compression Effort 7webp2: Quality 100, Compression Effort 5webp2: Quality 100, Lossless Compressionjohn-the-ripper: bcryptjohn-the-ripper: Blowfishluxcorerender: DLSC - CPUluxcorerender: Danish Mood - CPUluxcorerender: Orange Juice - CPUluxcorerender: LuxCore Benchmark - CPUluxcorerender: Rainbow Colors and Prism - CPUgraphics-magick: Swirlgraphics-magick: Rotategraphics-magick: Sharpengraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: Noise-Gaussiangraphics-magick: HWB Color Spaceembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Super Fastkvazaar: Bosphorus 4K - Ultra Fastkvazaar: Bosphorus 1080p - Very Fastkvazaar: Bosphorus 1080p - Super Fastkvazaar: Bosphorus 1080p - Ultra Fastsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 12 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 4Ksvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Ksvt-vp9: Visual Quality Optimized - Bosphorus 4Kuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 4K - Ultra Fastuvg266: Bosphorus 1080p - Very Fastuvg266: Bosphorus 1080p - Super Fastuvg266: Bosphorus 1080p - Ultra Fastvvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fastervvenc: Bosphorus 1080p - Fastvvenc: Bosphorus 1080p - Fasterx265: Bosphorus 4Kx265: Bosphorus 1080poidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlyopenvkl: vklBenchmarkCPU ISPCospray-studio: 1 - 4K - 1 - Path Tracer - CPUospray-studio: 3 - 4K - 1 - Path Tracer - CPUospray-studio: 1 - 4K - 16 - Path Tracer - CPUospray-studio: 1 - 4K - 32 - Path Tracer - CPUospray-studio: 3 - 4K - 16 - Path Tracer - CPUospray-studio: 3 - 4K - 32 - Path Tracer - CPUospray-studio: 1 - 1080p - 1 - Path Tracer - CPUospray-studio: 3 - 1080p - 1 - Path Tracer - CPUospray-studio: 1 - 1080p - 16 - Path Tracer - CPUospray-studio: 1 - 1080p - 32 - Path Tracer - CPUospray-studio: 3 - 1080p - 16 - Path Tracer - CPUospray-studio: 3 - 1080p - 32 - Path Tracer - CPUospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: particle_volume/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timeblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyappleseed: Emilyappleseed: Disney Materialappleseed: Material Testerv-ray: CPUstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthlczero: BLASlczero: Eigenbuild-ffmpeg: Time To Compilebuild-gdb: Time To Compilebuild-godot: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-php: Time To Compilec-ray: Total Time - 4K, 16 Rays Per Pixelprimesieve: 1e12numpy: build-wasmer: Time To Compileencode-flac: WAV To FLACencode-mp3: WAV To MP3espeak: Text-To-Speech Synthesishelsing: 12 digithelsing: 14 digitperl-benchmark: Pod2htmlperl-benchmark: Interpreteraircrack-ng: openssl: SHA256openssl: SHA512openssl: RSA4096openssl: RSA4096openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305node-web-tooling: liquid-dsp: 1 - 256 - 32liquid-dsp: 2 - 256 - 32liquid-dsp: 4 - 256 - 32liquid-dsp: 8 - 256 - 32liquid-dsp: 1 - 256 - 512liquid-dsp: 16 - 256 - 32liquid-dsp: 2 - 256 - 512liquid-dsp: 4 - 256 - 512liquid-dsp: 8 - 256 - 512liquid-dsp: 16 - 256 - 512askap: tConvolve MT - Degriddingaskap: tConvolve MPI - Degriddingaskap: tConvolve MPI - Griddingaskap: Hogbom Clean OpenMPcryptsetup: PBKDF2-sha512cryptsetup: PBKDF2-whirlpoolcryptsetup: AES-XTS 256b Encryptioncryptsetup: AES-XTS 256b Decryptioncryptsetup: Serpent-XTS 256b Encryptioncryptsetup: Serpent-XTS 256b Decryptioncryptsetup: Twofish-XTS 256b Encryptioncryptsetup: Twofish-XTS 256b Decryptioncryptsetup: AES-XTS 512b Encryptioncryptsetup: AES-XTS 512b Decryptioncryptsetup: Serpent-XTS 512b Encryptioncryptsetup: Serpent-XTS 512b Decryptioncryptsetup: Twofish-XTS 512b Encryptioncryptsetup: Twofish-XTS 512b Decryptionastcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Exhaustiveavifenc: 0avifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslesstjbench: Decompression Throughputstargate: 44100 - 1024stargate: 96000 - 1024stargate: 192000 - 1024stargate: 480000 - 1024rnnoise: ncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mncnn: CPU - FastestDetnumenta-nab: KNN CADnumenta-nab: Relative Entropynumenta-nab: Windowed Gaussiannumenta-nab: Earthgecko Skylinenumenta-nab: Bayesian Changepointnumenta-nab: Contextual Anomaly Detector OSEpyhpc: CPU - Numpy - 4194304 - Equation of Statepyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingscikit-learn: MNIST Datasetscikit-learn: SGD Regressionscikit-learn: Isolation Forestscikit-learn: TSNE MNIST Datasetscikit-learn: Hist Gradient Boostingscikit-learn: Hist Gradient Boosting Adultscikit-learn: 20 Newsgroups / Logistic Regressionopencv: Coresqlite-speedtest: Timed Time - Size 1,000darktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlygimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskrawtherapee: Total Benchmark Timedeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamwhisper-cpp: ggml-base.en - 2016 State of the Unionwhisper-cpp: ggml-small.en - 2016 State of the Unionpytorch: CPU - 1 - ResNet-50pytorch: CPU - 1 - ResNet-152pytorch: CPU - 16 - ResNet-50pytorch: CPU - 32 - ResNet-50pytorch: CPU - 16 - ResNet-152pytorch: CPU - 32 - ResNet-152pytorch: CPU - 1 - Efficientnet_v2_lpytorch: CPU - 16 - Efficientnet_v2_lpytorch: CPU - 32 - Efficientnet_v2_ltensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 32 - ResNet-50tensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2openvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUindigobench: CPU - Bedroomindigobench: CPU - Supercarrocksdb: Rand Readrocksdb: Update Randrocksdb: Read While Writingrocksdb: Read Rand Write Randscylladb: Writesaskap: tConvolve MT - Griddingpybench: Total For Average Test Timespyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startupphpbench: PHP Benchmark Suitegit: Time To Complete Common Git Commandsunpack-firefox: firefox-84.0.source.tar.xzluaradio: Five Back to Back FIR Filtersluaradio: FM Deemphasis Filterluaradio: Hilbert Transformluaradio: Complex Phasegnuradio: Five Back to Back FIR Filtersgnuradio: Signal Source (Cosine)gnuradio: FIR Filtergnuradio: IIR Filtergnuradio: FM Deemphasis Filtergnuradio: Hilbert Transformrbenchmark: gegl: Cropgegl: Scalegegl: Cartoongegl: Reflectgegl: Antialiasgegl: Tile Glassgegl: Wavelet Blurgegl: Color Enhancegegl: Rotate 90 Degreesinkscape: SVG Files To PNGocrmypdf: Processing 60 Page PDF Documentoctave-benchmark: openscad: Pistolopenscad: Retro Caropenscad: Mini-ITX Caseopenscad: Projector Mount Swivelopenscad: Leonardo Phone Case SlimCore Ultra 7 155HRyzen 7 7840URyzen 7 7840HS18.60617.049741180.1432549.51458.7846892557280.927331272322.5275.420.34217.125.206178.17629903.14224.50.88927810.561021.4212780.78292.58158.81452.85331.7022.75377.00993.8818.2435.7835.594.166.411.565.726.414307.44197.45271.5674.24181.54160.83708.791331.12710.183696.1610250.902555.599126.5410102.067.529662.666.989682.08110051438467.21861.9164.31931.811.81624.3445.31870.66.601562.88.220.130.063.950.0114667146801.780.982.851.187.3040610321442238082298099.071611.606210.271616.8320.7328.5173.9593.63136.562.87721.51485.58592.87010.86175.696361.549458.37259.4459.0444.4313.9114.7718.3363.5869.7485.383.3916.86311.14423.53514.4055.150.2519416465194032782255595663264596561264280509568004140557810721653393.733503.76482108.3701.662511.602492.34088160.08438.91231.901840.78572.73483.935113231.820691256.33710889732042907225109174453965.48876.736455.166127.6131638.80669.95060.12326.708593.5055.10714.6785.76621.3736.017719.8270.079574290.0017525929616.4921341159549742316038202138.8138795.82549630916456746909603516681898201757498388616.7456530333111016667201206667327760000160846674953464293030566755708667816613331105333332758.571246.981494.15393.85321868739393355462.15297.7780.7814.7528.0533.24982.84867.6763.7812.6531.3529.3155.755356.78667.30200.6125155.33270.9396.3589.6695.148246.9345063.3191162.2914491.5161413.16331614.93219.546.556.835.667.089.671.9015.8753.5210.698.1628.0528.6512.7318.405.81169.88213.7857.13295.30229.20133.4711.5672.05955.810108.316244.332515.604208.954206.64152.66314669643.3296.1273.5380.4092.76919.01813.18113.99816.06767.6705.76921194.7494204.794434.116175.369192.6930582.498311.992736.9612188.61147.0929968.915875.710792.296437.5627185.770255.012127.00096.9529990.199897.195371.88695.59061219.6001379.919641256.4587127.709.5216.0215.846.206.086.653.923.7714.3414.976109.5973566.53694.575506.5612555219.52358.296.301105.08285.5624.44916.957.59120.1658.18648.2425.89234.9929.74109.71154.6312364.871.261.2883.4515953595930448216042291147524683212425.2055218312.047.287.113.3125827341.08014.218580.0553.6184.71054.91379.14261.61055.3518.71288.0923.30.14745.9606.49667.12821.88826.56621.77543.92938.87443.27028.92610.8538.52255.4262.43626.0204.26717.33816.26511.850202200.9753077.14397.1873572381308.820354248020.7286.319.10252.104.650183.65131965.33967.41.00620064.321286.447551.20181.10110.21318.30201.5426.90061.172134.4425.0450.3450.295.078.321.577.048.383501.63488.65210.9792.53519.13507.24844.322079.56340.383760.2115816.042225.4214693.9216757.270.2016186.668.0216182.97748468828217.61896.597.31831.711.51315.0235.81872.86.321397.58.420.130.063.780.0118631186491.891.303.101.509.2245756110520285326689211.212713.800511.824721.9127.4436.9497.55127.06174.713.66229.33491.52387.91613.69695.341415.639503.20750.7153.3544.3117.8018.8622.7283.4490.11108.964.1218.20713.63928.92313.3766.900.342471187114115193022381796228806454383299035655147498985606771174113.041953.03500120.1012.812352.693613.36988145.91363.54186.071363.86467.19364.237952210.079705196.01835107932615180032605313946955.78766.229421.553112.5801435.52265.02463.11817.851657.8652.31813.4255.38122.4265.152541.4280.075942560.0018275839922.8971356169334344106927735348.9154053.05157428037796136297313829774085233640932716017.6646273667920456671811533333399700001727300056388000033822000676256671207933331600333331886.452753.292806.45239.65326116978952063667.63659.9863.9859.2546.1553.33374.03369.9869.4861.3548.7553.3161.021557.26147.12840.6693142.14666.5566.72610.2964.971277.1053893.1235522.2824661.5067663.09031615.13910.542.992.682.292.564.000.798.2741.125.865.7313.2017.217.876.052.92234.00811.6776.95489.04925.36635.2280.9891.45255.62896.584223.474219.82371.12249.65334.8439941453.7525.6163.5630.3492.76113.01012.40512.97314.48956.6557.2837410.9876293.523610.198193.679531.9953730.00724.089143.630968.69519.2426323.941293.464932.065844.435067.460464.747746.304112.9901230.8457133.682722.41097.2651411.6000134.79176376.5017948.7220.1429.0329.2212.5612.5411.978.508.4921.8622.192363.2132952.41690.543381.2930731.635.35113.029.86405.33525.967.571668.124.74171.2323.29976.278.09480.018.30208.8838.0518984.550.381.8824.1625481867052302617741611562778654391269.3059017511.845.571.06.85107501437.80814.0711645.2443.5129.11084.31418.74593.51342.8478.61054.4633.50.13685.5224.67367.43723.32827.28921.84043.84139.45134.33824.58611.4506.54254.2962.42425.3044.23816.64716.24500.453625209.1672817.13400.2932022446321.136335245219.5268.017.83237.224.376174.37632798.54282.61.12120587.691253.909266.27176.07102.96295.53187.6929.12561.444133.8225.0650.8350.795.439.001.677.639.003650.03646.95685.5845.63642.13656.85131.672227.11365.253793.6616920.602351.7414491.1215866.674.9515324.073.4415447.56542268196287.71881.6106.51893.011.21269.2291.21810.25.791340.07.720.140.063.580.0219082190801.821.272.891.478.9145659510620882727188811.477413.682311.655322.1527.7637.1292.14117.83160.393.76830.478105.929105.86913.55092.038393.685485.24654.5258.5247.1617.8618.8922.6278.7584.69101.464.2538.75313.88929.10513.1465.430.372471157713848188821374875224786445864292034935037697019598961155993.145153.13806114.3962.810132.718703.44412143.01349.59180.691329.26453.69359.307864201.996529189.3262741094726226431315749901379954.35065.920411.532109.1881348.37164.16361.02017.555704.5650.48712.6685.06820.8115.023505.3080.070206600.0018368836348.2401418449629045982453975497.9159766.553568950273100022660753864525903533787277480318.0149419667985723331894400003480766671823400057751666737003333693801251235166671645300001599.082500.052705.69287.35928037099567313971.33977.3933.6929.0587.6601.83660.13659.7938.1929.0590.1601.8145.300551.70406.49350.6860135.82263.7546.97710.2524.938299.7863663.2447592.3290421.5831333.09550914.1548.452.522.292.012.253.400.746.7933.835.105.1510.7814.346.285.302.65281.58713.0417.44091.76025.30333.6411.0081.4255747251.5195.7583.6330.3562.63412.50111.89912.58714.15454.5997.7127388.0867300.49019.957897.602630.7053749.15943.981246.347264.66299.7614307.210296.187131.165647.247663.443566.728144.918513.2112226.9426135.355822.13187.7185387.4372135.05365383.3270352.3421.1431.7331.7813.3313.3412.579.079.0624.0423.862174.4631429.11626.033295.0929571.940.8597.8210.25389.66579.136.881731.534.57191.1920.871014.287.79511.037.80218.3936.3519921.640.371.9284.2815625180052939818175841602350668041440.0554616310.942.465.96.51117220235.32313.1741720.7473.4139.11187.21494.25029.11447.4509.71122.8726.10.12915.5284.76662.98222.03125.85920.75140.96236.85432.78624.78611.3426.18950.0592.28523.2313.93315.564OpenBenchmarking.org

Selenium

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

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H510152025SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 316.2616.2418.601. firefox 120.0.1

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H130260390520650SE +/- 1.72, N = 3SE +/- 0.81, N = 3SE +/- 8.07, N = 15511.8500.4617.01. firefox 120.0.1

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: FirefoxRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H11K22K33K44K55KSE +/- 314.25, N = 3SE +/- 71.88, N = 3SE +/- 288.12, N = 35020253625497411. firefox 120.0.1

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H50100150200250SE +/- 2.84, N = 3SE +/- 0.61, N = 3SE +/- 0.65, N = 3200.98209.17180.141. firefox 120.0.1

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H70140210280350SE +/- 3.84, N = 3SE +/- 1.86, N = 3SE +/- 2.58, N = 53072812541. firefox 120.0.1

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: Google ChromeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 37.147.139.511. Ryzen 7 7840U: chrome 120.0.6099.1092. Ryzen 7 7840HS: chrome 120.0.6099.2163. Core Ultra 7 155H: chrome 120.0.6099.109

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google ChromeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H100200300400500SE +/- 2.58, N = 3SE +/- 1.86, N = 3SE +/- 1.04, N = 3397.1400.2458.71. Ryzen 7 7840U: chrome 120.0.6099.1092. Ryzen 7 7840HS: chrome 120.0.6099.2163. Core Ultra 7 155H: chrome 120.0.6099.109

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: Google ChromeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20K40K60K80K100KSE +/- 121.64, N = 3SE +/- 194.54, N = 3SE +/- 508.08, N = 38735793202846891. Ryzen 7 7840U: chrome 120.0.6099.1092. Ryzen 7 7840HS: chrome 120.0.6099.2163. Core Ultra 7 155H: chrome 120.0.6099.109

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H5001000150020002500SE +/- 2.00, N = 3SE +/- 3.28, N = 3SE +/- 4.84, N = 32381244625571. firefox 120.0.1

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H70140210280350SE +/- 0.94, N = 3SE +/- 3.28, N = 6SE +/- 3.29, N = 3308.82321.14280.931. Ryzen 7 7840U: chrome 120.0.6099.1092. Ryzen 7 7840HS: chrome 120.0.6099.2163. Core Ultra 7 155H: chrome 120.0.6099.109

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google ChromeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H80160240320400SE +/- 3.18, N = 3SE +/- 2.65, N = 3SE +/- 4.41, N = 33543353311. Ryzen 7 7840U: chrome 120.0.6099.1092. Ryzen 7 7840HS: chrome 120.0.6099.2163. Core Ultra 7 155H: chrome 120.0.6099.109

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H6001200180024003000SE +/- 3.84, N = 3SE +/- 5.55, N = 3SE +/- 19.22, N = 32480245227231. Ryzen 7 7840U: chrome 120.0.6099.1092. Ryzen 7 7840HS: chrome 120.0.6099.2163. Core Ultra 7 155H: chrome 120.0.6099.109

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H510152025SE +/- 0.04, N = 5SE +/- 0.11, N = 4SE +/- 0.16, N = 1520.719.522.51. firefox 120.0.1

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H60120180240300SE +/- 0.52, N = 3SE +/- 1.14, N = 3SE +/- 1.41, N = 4286.3268.0275.41. firefox 120.0.1

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H510152025SE +/- 0.02, N = 6SE +/- 0.07, N = 6SE +/- 0.18, N = 619.1017.8320.341. Ryzen 7 7840U: chrome 120.0.6099.1092. Ryzen 7 7840HS: chrome 120.0.6099.2163. Core Ultra 7 155H: chrome 120.0.6099.109

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H60120180240300SE +/- 0.60, N = 4SE +/- 0.22, N = 4SE +/- 0.44, N = 5252.10237.22217.121. Ryzen 7 7840U: chrome 120.0.6099.1092. Ryzen 7 7840HS: chrome 120.0.6099.2163. Core Ultra 7 155H: chrome 120.0.6099.109

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.xzRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1.17142.34283.51424.68565.857SE +/- 0.010, N = 7SE +/- 0.011, N = 7SE +/- 0.032, N = 74.6504.3765.206

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 TestRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4080120160200SE +/- 1.66, N = 3SE +/- 1.01, N = 3SE +/- 1.29, N = 3183.65174.38178.18

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-ThreadedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H7K14K21K28K35KSE +/- 19.89, N = 3SE +/- 28.61, N = 3SE +/- 221.75, N = 331965.332798.529903.11. (CXX) g++ options: -O3 -march=native -fPIE -pie

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.32Configuration: Single-ThreadedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H9001800270036004500SE +/- 9.89, N = 3SE +/- 16.11, N = 3SE +/- 42.67, N = 33967.44282.64224.51. (CXX) g++ options: -O3 -march=native -fPIE -pie

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2023Implementation: MPI CPU - Input: water_GMX50_bareRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.25220.50440.75661.00881.261SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.007, N = 31.0061.1210.8891. (CXX) g++ options: -O3

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.CRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H6K12K18K24K30KSE +/- 17.60, N = 3SE +/- 17.47, N = 3SE +/- 115.37, N = 320064.3220587.6927810.561. (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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30060090012001500SE +/- 10.61, N = 6SE +/- 12.20, N = 6SE +/- 11.09, N = 151286.441253.901021.421. (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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3K6K9K12K15KSE +/- 7.63, N = 3SE +/- 4.32, N = 3SE +/- 152.53, N = 37551.209266.2712780.781. (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

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 BeamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H60120180240300SE +/- 0.63, N = 3SE +/- 1.25, N = 3SE +/- 3.72, N = 3181.10176.07292.58

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4080120160200SE +/- 0.25, N = 3SE +/- 0.09, N = 3SE +/- 1.79, N = 3110.21102.96158.81

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bird Strike on WindshieldRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H100200300400500SE +/- 0.72, N = 3SE +/- 0.32, N = 3SE +/- 4.62, N = 3318.30295.53452.85

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H70140210280350SE +/- 0.21, N = 3SE +/- 0.18, N = 3SE +/- 1.30, N = 3201.54187.69331.70

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.smt2Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H714212835SE +/- 0.01, N = 3SE +/- 0.30, N = 3SE +/- 0.22, N = 626.9029.1322.751. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is BetterZ3 Theorem Prover 4.12.1SMT File: 2.smt2Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.48, N = 361.1761.4477.011. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC

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: LiveRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H306090120150SE +/- 0.03, N = 3SE +/- 0.60, N = 3SE +/- 0.47, N = 3134.44133.8293.881. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: UploadRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H612182430SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 325.0425.0618.241. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: PlatformRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1122334455SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 350.3450.8335.781. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: Video On DemandRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1122334455SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 350.2950.7935.591. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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: KostyaRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1.22182.44363.66544.88726.109SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 155.075.434.161. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: TopTweetRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 38.329.006.411. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: LargeRandomRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.37580.75161.12741.50321.879SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.01, N = 31.571.671.561. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: PartialTweetsRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 37.047.635.721. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: DistinctUserIDRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 38.389.006.411. (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: 1MRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H9001800270036004500SE +/- 11.21, N = 3SE +/- 3.12, N = 3SE +/- 51.18, N = 33501.63650.04307.41. (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: Monero - Hash Count: 1MRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H9001800270036004500SE +/- 11.00, N = 3SE +/- 1.54, N = 3SE +/- 7.29, N = 33488.63646.94197.41. (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: Wownero - Hash Count: 1MRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H12002400360048006000SE +/- 20.29, N = 3SE +/- 20.45, N = 3SE +/- 33.68, N = 35210.95685.55271.51. (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: GhostRider - Hash Count: 1MRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H2004006008001000SE +/- 7.40, N = 7SE +/- 8.95, N = 9SE +/- 4.56, N = 3792.5845.6674.21. (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-Heavy - Hash Count: 1MRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H9001800270036004500SE +/- 11.56, N = 3SE +/- 2.92, N = 3SE +/- 8.42, N = 33519.13642.14181.51. (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: 1MRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H9001800270036004500SE +/- 6.97, N = 3SE +/- 6.19, N = 3SE +/- 11.05, N = 33507.23656.84160.81. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

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: CompositeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H11002200330044005500SE +/- 55.57, N = 3SE +/- 16.98, N = 3SE +/- 18.44, N = 34844.325131.673708.79

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Monte CarloRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H5001000150020002500SE +/- 3.31, N = 3SE +/- 14.85, N = 3SE +/- 10.81, N = 32079.562227.111331.12

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Fast Fourier TransformRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H150300450600750SE +/- 2.39, N = 3SE +/- 0.92, N = 3SE +/- 14.60, N = 3340.38365.25710.18

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Sparse Matrix MultiplyRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H8001600240032004000SE +/- 175.10, N = 3SE +/- 30.21, N = 3SE +/- 143.87, N = 33760.213793.663696.16

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Dense LU Matrix FactorizationRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4K8K12K16K20KSE +/- 172.82, N = 3SE +/- 70.04, N = 3SE +/- 199.16, N = 315816.0416920.6010250.90

OpenBenchmarking.orgMflops, More Is BetterJava SciMark 2.2Computational Test: Jacobi Successive Over-RelaxationRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H5001000150020002500SE +/- 5.00, N = 3SE +/- 5.12, N = 3SE +/- 0.36, N = 32225.422351.742555.59

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 SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3K6K9K12K15KSE +/- 62.96, N = 3SE +/- 37.73, N = 3SE +/- 9.57, N = 314693.9214491.129126.541. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Decompression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4K8K12K16K20KSE +/- 97.81, N = 3SE +/- 56.24, N = 3SE +/- 18.72, N = 316757.215866.610102.01. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.68, N = 3SE +/- 0.03, N = 3SE +/- 0.55, N = 970.2074.9567.521. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3K6K9K12K15KSE +/- 18.92, N = 3SE +/- 21.56, N = 3SE +/- 3.57, N = 916186.615324.09662.61. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1632486480SE +/- 0.69, N = 3SE +/- 0.57, N = 3SE +/- 0.84, N = 368.0273.4466.981. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3K6K9K12K15KSE +/- 17.52, N = 3SE +/- 158.16, N = 3SE +/- 3.38, N = 316182.915447.59682.01. (CC) gcc options: -O3

7-Zip Compression

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

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20K40K60K80K100KSE +/- 130.26, N = 3SE +/- 708.44, N = 15SE +/- 1003.66, N = 47748465422811001. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H15K30K45K60K75KSE +/- 378.74, N = 3SE +/- 76.81, N = 15SE +/- 1102.62, N = 46882868196514381. (CXX) g++ options: -lpthread -ldl -O2 -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 - Compression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H100200300400500SE +/- 1.77, N = 15SE +/- 3.29, N = 3SE +/- 6.52, N = 3217.6287.7467.2-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Decompression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H400800120016002000SE +/- 6.27, N = 15SE +/- 11.02, N = 3SE +/- 21.32, N = 31896.51881.61861.9-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4080120160200SE +/- 0.67, N = 3SE +/- 0.98, N = 3SE +/- 2.36, N = 397.3106.5164.3-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H400800120016002000SE +/- 62.03, N = 3SE +/- 7.89, N = 3SE +/- 43.01, N = 31831.71893.01931.8-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 311.511.211.8-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30060090012001500SE +/- 5.32, N = 3SE +/- 15.50, N = 3SE +/- 23.65, N = 31315.01269.21624.3-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Compression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H100200300400500SE +/- 2.40, N = 6SE +/- 1.10, N = 3SE +/- 1.88, N = 3235.8291.2445.3-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Decompression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H400800120016002000SE +/- 4.26, N = 6SE +/- 6.22, N = 3SE +/- 16.19, N = 31872.81810.21870.6-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 156.325.796.60-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression SpeedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30060090012001500SE +/- 10.67, N = 3SE +/- 11.20, N = 3SE +/- 10.21, N = 151397.51340.01562.8-llzma-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: DefaultRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.02, N = 9SE +/- 0.02, N = 9SE +/- 0.03, N = 98.427.728.221. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 75, Compression Effort 7Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.03150.0630.09450.1260.1575SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.130.140.131. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 95, Compression Effort 7Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.01350.0270.04050.0540.0675SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.060.060.061. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 100, Compression Effort 5Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.88881.77762.66643.55524.444SE +/- 0.02, N = 6SE +/- 0.01, N = 6SE +/- 0.04, N = 153.783.583.951. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

OpenBenchmarking.orgMP/s, More Is BetterWebP2 Image Encode 20220823Encode Settings: Quality 100, Lossless CompressionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.00450.0090.01350.0180.0225SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.010.020.011. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -ldl

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: bcryptRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4K8K12K16K20KSE +/- 55.81, N = 3SE +/- 27.45, N = 3SE +/- 256.27, N = 15186311908214667-lbz2-lbz21. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -lm -lrt -lz -ldl -lcrypt

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4K8K12K16K20KSE +/- 54.04, N = 3SE +/- 21.70, N = 3SE +/- 202.87, N = 15186491908014680-lbz2-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: DLSC - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.42530.85061.27591.70122.1265SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.01, N = 151.891.821.78MIN: 1.77 / MAX: 2.17MIN: 1.72 / MAX: 1.91MIN: 1.58 / MAX: 2.36

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.29250.5850.87751.171.4625SE +/- 0.01, N = 6SE +/- 0.01, N = 15SE +/- 0.01, N = 151.301.270.98MIN: 0.33 / MAX: 1.66MIN: 0.31 / MAX: 1.66MIN: 0.23 / MAX: 1.36

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.69751.3952.09252.793.4875SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 123.102.892.85MIN: 3.02 / MAX: 3.47MIN: 2.86 / MAX: 2.95MIN: 2.58 / MAX: 3.71

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.33750.6751.01251.351.6875SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 151.501.471.18MIN: 0.42 / MAX: 1.87MIN: 0.4 / MAX: 1.86MIN: 0.28 / MAX: 1.57

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 159.228.917.30MIN: 8.38 / MAX: 9.87MIN: 8.4 / MAX: 9.04MIN: 6.49 / MAX: 9.32

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: SwirlRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H100200300400500SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 4.93, N = 3457456406-lSM -lICE -lbz2-lSM -lICE -lbz21. (CC) gcc options: -fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: RotateRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H2004006008001000SE +/- 2.89, N = 3SE +/- 7.84, N = 3SE +/- 6.24, N = 35615951032-lSM -lICE -lbz2-lSM -lICE -lbz21. (CC) gcc options: -fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: SharpenRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H306090120150SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 1.75, N = 4105106144-lSM -lICE -lbz2-lSM -lICE -lbz21. (CC) gcc options: -fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: EnhancedRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H50100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.67, N = 3202208223-lSM -lICE -lbz2-lSM -lICE -lbz21. (CC) gcc options: -fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: ResizingRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H2004006008001000SE +/- 11.57, N = 3SE +/- 8.69, N = 3SE +/- 10.17, N = 3853827808-lSM -lICE -lbz2-lSM -lICE -lbz21. (CC) gcc options: -fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: Noise-GaussianRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H60120180240300SE +/- 1.76, N = 3SE +/- 0.33, N = 3SE +/- 2.19, N = 3266271229-lSM -lICE -lbz2-lSM -lICE -lbz21. (CC) gcc options: -fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: HWB Color SpaceRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H2004006008001000SE +/- 2.33, N = 3SE +/- 0.33, N = 3SE +/- 2.89, N = 3892888809-lSM -lICE -lbz2-lSM -lICE -lbz21. (CC) gcc options: -fopenmp -O2 -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

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: CrownRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.0288, N = 3SE +/- 0.0117, N = 3SE +/- 0.0775, N = 1511.212711.47749.0716MIN: 11.07 / MAX: 12.86MIN: 11.36 / MAX: 11.75MIN: 7.78 / MAX: 12.6

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H48121620SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 1513.8013.6811.61MIN: 13.67 / MAX: 15.06MIN: 13.56 / MAX: 13.92MIN: 10.89 / MAX: 15.03

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian Dragon ObjRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 311.8211.6610.27MIN: 11.66 / MAX: 12.89MIN: 11.59 / MAX: 11.86MIN: 9.58 / MAX: 13.09

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 FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H510152025SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 1521.9122.1516.831. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H714212835SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.24, N = 1527.4427.7620.731. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H918273645SE +/- 0.19, N = 4SE +/- 0.06, N = 4SE +/- 0.37, N = 1536.9437.1228.511. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Very FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.44, N = 7SE +/- 0.18, N = 6SE +/- 0.57, N = 1597.5592.1473.951. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Super FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H306090120150SE +/- 0.64, N = 8SE +/- 0.05, N = 7SE +/- 0.88, N = 15127.06117.8393.631. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Ultra FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4080120160200SE +/- 0.38, N = 9SE +/- 0.14, N = 8SE +/- 1.29, N = 15174.71160.39136.561. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4KRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.84781.69562.54343.39124.239SE +/- 0.014, N = 3SE +/- 0.009, N = 3SE +/- 0.024, N = 83.6623.7682.8771. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4KRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H714212835SE +/- 0.27, N = 3SE +/- 0.08, N = 3SE +/- 1.04, N = 1229.3330.4821.511. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4KRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.54, N = 6SE +/- 0.10, N = 6SE +/- 6.26, N = 1291.52105.9385.591. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4KRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 1.69, N = 15SE +/- 0.11, N = 6SE +/- 1.98, N = 1587.92105.8792.871. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 1080pRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H48121620SE +/- 0.06, N = 4SE +/- 0.01, N = 4SE +/- 0.09, N = 913.7013.5510.861. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 1080pRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.42, N = 6SE +/- 0.15, N = 6SE +/- 1.34, N = 1595.3492.0475.701. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 1080pRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H90180270360450SE +/- 0.49, N = 11SE +/- 0.37, N = 11SE +/- 0.87, N = 11415.64393.69361.551. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 1080pRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H110220330440550SE +/- 0.65, N = 11SE +/- 0.81, N = 11SE +/- 1.57, N = 11503.21485.25458.371. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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 4KRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1326395265SE +/- 0.11, N = 4SE +/- 0.65, N = 4SE +/- 0.78, N = 1550.7154.5259.441. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1326395265SE +/- 0.18, N = 4SE +/- 0.03, N = 5SE +/- 0.66, N = 1553.3558.5259.041. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 4KRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1122334455SE +/- 0.25, N = 4SE +/- 0.07, N = 4SE +/- 0.69, N = 1544.3147.1644.431. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H48121620SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 1517.8017.8613.91

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H510152025SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.15, N = 1518.8618.8914.77

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H510152025SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.19, N = 1522.7222.6218.33

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Very FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.35, N = 6SE +/- 0.19, N = 6SE +/- 0.68, N = 1583.4478.7563.58

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Super FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.64, N = 6SE +/- 0.11, N = 6SE +/- 0.69, N = 1590.1184.6969.74

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Ultra FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.68, N = 7SE +/- 0.22, N = 7SE +/- 0.95, N = 15108.96101.4685.38

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: FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.95691.91382.87073.82764.7845SE +/- 0.006, N = 3SE +/- 0.018, N = 3SE +/- 0.034, N = 124.1214.2533.3911. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FasterRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.010, N = 3SE +/- 0.002, N = 3SE +/- 0.043, N = 38.2078.7536.8631. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H48121620SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 513.6413.8911.141. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: FasterRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H714212835SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 1528.9229.1123.541. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H48121620SE +/- 0.19, N = 3SE +/- 0.19, N = 3SE +/- 0.13, N = 1513.3713.1414.401. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1530456075SE +/- 0.18, N = 5SE +/- 0.53, N = 5SE +/- 0.33, N = 1566.9065.4355.151. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Intel Open Image Denoise

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.08330.16660.24990.33320.4165SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.340.370.25

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 ISPCRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H50100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 2.00, N = 3247247194MIN: 18 / MAX: 3308MIN: 18 / MAX: 3490MIN: 10 / MAX: 2735

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: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4K8K12K16K20KSE +/- 9.87, N = 3SE +/- 21.93, N = 3SE +/- 36.73, N = 3118711157716465

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4K8K12K16K20KSE +/- 12.44, N = 3SE +/- 18.52, N = 3SE +/- 55.69, N = 3141151384819403

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H60K120K180K240K300KSE +/- 194.66, N = 3SE +/- 204.96, N = 3SE +/- 992.05, N = 3193022188821278225

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H120K240K360K480K600KSE +/- 105.51, N = 3SE +/- 461.15, N = 3SE +/- 1095.22, N = 3381796374875559566

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H70K140K210K280K350KSE +/- 252.76, N = 3SE +/- 159.34, N = 3SE +/- 2820.51, N = 8228806224786326459

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H140K280K420K560K700KSE +/- 193.91, N = 3SE +/- 458.41, N = 3SE +/- 6506.82, N = 5454383445864656126

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H9001800270036004500SE +/- 6.17, N = 3SE +/- 3.46, N = 3SE +/- 58.73, N = 3299029204280

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H11002200330044005500SE +/- 7.21, N = 3SE +/- 5.81, N = 3SE +/- 34.75, N = 13356534935095

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H15K30K45K60K75KSE +/- 72.88, N = 3SE +/- 164.79, N = 3SE +/- 825.98, N = 3514745037668004

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30K60K90K120K150KSE +/- 209.80, N = 3SE +/- 153.44, N = 3SE +/- 1191.59, N = 39898597019140557

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20K40K60K80K100KSE +/- 41.73, N = 3SE +/- 356.61, N = 3SE +/- 551.82, N = 15606775989681072

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.13Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H40K80K120K160K200KSE +/- 118.90, N = 3SE +/- 244.92, N = 3SE +/- 753.91, N = 3117411115599165339

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_timeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.841.682.523.364.2SE +/- 0.00268, N = 3SE +/- 0.00226, N = 3SE +/- 0.03548, N = 123.041953.145153.73350

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.84711.69422.54133.38844.2355SE +/- 0.00280, N = 3SE +/- 0.00135, N = 3SE +/- 0.04340, N = 43.035003.138063.76482

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H306090120150SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.60, N = 3120.10114.40108.37

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.63281.26561.89842.53123.164SE +/- 0.00291, N = 3SE +/- 0.00611, N = 3SE +/- 0.02189, N = 152.812352.810131.66251

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.61171.22341.83512.44683.0585SE +/- 0.00731, N = 3SE +/- 0.00113, N = 3SE +/- 0.01648, N = 152.693612.718701.60249

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.77491.54982.32473.09963.8745SE +/- 0.00992, N = 3SE +/- 0.00804, N = 3SE +/- 0.02264, N = 153.369883.444122.34088

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-OnlyRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4080120160200SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 1.67, N = 3145.91143.01160.08

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Classroom - Compute: CPU-OnlyRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H100200300400500SE +/- 0.50, N = 3SE +/- 0.50, N = 3SE +/- 1.66, N = 3363.54349.59438.91

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Fishy Cat - Compute: CPU-OnlyRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H50100150200250SE +/- 0.58, N = 3SE +/- 0.11, N = 3SE +/- 1.37, N = 3186.07180.69231.90

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Barbershop - Compute: CPU-OnlyRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H400800120016002000SE +/- 2.38, N = 3SE +/- 0.95, N = 3SE +/- 0.62, N = 31363.861329.261840.78

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Pabellon Barcelona - Compute: CPU-OnlyRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H120240360480600SE +/- 0.26, N = 3SE +/- 0.62, N = 3SE +/- 1.29, N = 3467.19453.69572.73

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: EmilyRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H100200300400500364.24359.31483.94

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H50100150200250210.08202.00231.82

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H60120180240300196.02189.33256.34

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: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H2K4K6K8K10KSE +/- 23.67, N = 3SE +/- 63.43, N = 3SE +/- 94.03, N = 410793109478973

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 TimeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H6M12M18M24M30MSE +/- 317672.24, N = 3SE +/- 458097.23, N = 15SE +/- 215349.47, N = 3261518002622643120429072-mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl-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

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H7M14M21M28M35MSE +/- 1331554.79, N = 12SE +/- 380601.53, N = 3SE +/- 306334.24, N = 4326053133157499025109174

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: BLASRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H306090120150SE +/- 1.12, N = 9SE +/- 1.17, N = 9SE +/- 0.62, N = 994137451. (CXX) g++ options: -flto -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.30Backend: EigenRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.58, N = 3SE +/- 0.93, N = 7SE +/- 0.57, N = 96999391. (CXX) g++ options: -flto -pthread

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 CompileRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1530456075SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.65, N = 1555.7954.3565.49

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 CompileRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 366.2365.9276.74

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 CompileRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H100200300400500SE +/- 0.52, N = 3SE +/- 0.03, N = 3SE +/- 2.91, N = 3421.55411.53455.17

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: defconfigRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H306090120150SE +/- 0.64, N = 3SE +/- 0.49, N = 3SE +/- 1.38, N = 4112.58109.19127.61

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H400800120016002000SE +/- 10.29, N = 3SE +/- 0.73, N = 3SE +/- 1.05, N = 31435.521348.371638.81

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 CompileRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1632486480SE +/- 0.22, N = 3SE +/- 0.25, N = 3SE +/- 0.57, N = 365.0264.1669.95

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 PixelRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1428425670SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.61, N = 663.1261.0260.121. (CC) gcc options: -lm -lpthread -O3

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: 1e12Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H612182430SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.31, N = 1517.8517.5626.711. (CXX) g++ options: -O3

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 BenchmarkRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H150300450600750SE +/- 1.52, N = 3SE +/- 1.63, N = 3SE +/- 3.14, N = 3657.86704.56593.50

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 CompileRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1224364860SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.76, N = 352.3250.4955.111. (CC) gcc options: -m64 -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc -pie -nodefaultlibs

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 FLACRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H48121620SE +/- 0.02, N = 5SE +/- 0.01, N = 5SE +/- 0.05, N = 513.4312.6714.681. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

LAME MP3 Encoding

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

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1.29742.59483.89225.18966.487SE +/- 0.012, N = 7SE +/- 0.012, N = 7SE +/- 0.042, N = 75.3815.0685.766-lncurses-lncurses1. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lm

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 SynthesisRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H510152025SE +/- 0.14, N = 4SE +/- 0.12, N = 4SE +/- 0.10, N = 422.4320.8121.371. (CXX) g++ options: -O2

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 digitRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.036, N = 7SE +/- 0.006, N = 7SE +/- 0.061, N = 155.1525.0236.0171. (CC) gcc options: -O2 -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterHelsing 1.0-betaDigit Range: 14 digitRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H160320480640800SE +/- 0.41, N = 3SE +/- 0.59, N = 3SE +/- 5.85, N = 3541.43505.31719.831. (CC) gcc options: -O2 -pthread

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: Pod2htmlRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.01790.03580.05370.07160.0895SE +/- 0.00023029, N = 3SE +/- 0.00035888, N = 3SE +/- 0.00030242, N = 30.075942560.070206600.07957429

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: InterpreterRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.00040.00080.00120.00160.002SE +/- 0.00000156, N = 3SE +/- 0.00000219, N = 3SE +/- 0.00002194, N = 30.001827580.001836880.00175259

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 1.7Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H9K18K27K36K45KSE +/- 211.65, N = 3SE +/- 11.84, N = 3SE +/- 104.27, N = 339922.9036348.2429616.491. (CXX) g++ options: -std=gnu++17 -O3 -fvisibility=hidden -fcommon -rdynamic -lnl-3 -lnl-genl-3 -lpthread -lz -lssl -lcrypto -lhwloc -ldl -lm -pthread

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: SHA256Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3000M6000M9000M12000M15000MSE +/- 19132130.90, N = 3SE +/- 5498856.59, N = 3SE +/- 13390368.16, N = 31356169334314184496290134115954971. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1000M2000M3000M4000M5000MSE +/- 1103382.53, N = 3SE +/- 836391.99, N = 3SE +/- 15610792.14, N = 34410692773459824539742316038201. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H12002400360048006000SE +/- 23.60, N = 3SE +/- 14.91, N = 3SE +/- 16.23, N = 105348.95497.92138.81. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30K60K90K120K150KSE +/- 140.48, N = 3SE +/- 150.87, N = 3SE +/- 451.59, N = 10154053.0159766.5138795.81. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H11000M22000M33000M44000M55000MSE +/- 10619881.22, N = 3SE +/- 21841361.90, N = 3SE +/- 189080382.65, N = 115157428037753568950273254963091641. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20000M40000M60000M80000M100000MSE +/- 143047725.80, N = 3SE +/- 92535982.80, N = 3SE +/- 806092335.86, N = 396136297313100022660753567469096031. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20000M40000M60000M80000M100000MSE +/- 34473975.03, N = 3SE +/- 243985866.25, N = 3SE +/- 242801059.98, N = 38297740852386452590353516681898201. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H8000M16000M24000M32000M40000MSE +/- 15102420.85, N = 3SE +/- 34523732.96, N = 3SE +/- 183459477.47, N = 123640932716037872774803175749838861. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

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 BenchmarkRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H48121620SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 317.6618.0116.74

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: 32Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H12M24M36M48M60MSE +/- 31476.62, N = 3SE +/- 2728.45, N = 3SE +/- 55480.73, N = 34627366749419667565303331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 2 - Buffer Length: 256 - Filter Length: 32Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20M40M60M80M100MSE +/- 86227.09, N = 3SE +/- 80387.26, N = 3SE +/- 737119.02, N = 392045667985723331110166671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 4 - Buffer Length: 256 - Filter Length: 32Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H40M80M120M160M200MSE +/- 394010.72, N = 3SE +/- 207926.27, N = 3SE +/- 1729723.81, N = 31811533331894400002012066671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 8 - Buffer Length: 256 - Filter Length: 32Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H70M140M210M280M350MSE +/- 711781.80, N = 3SE +/- 2924615.83, N = 3SE +/- 3363877.23, N = 53399700003480766673277600001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 1 - Buffer Length: 256 - Filter Length: 512Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4M8M12M16M20MSE +/- 93724.77, N = 3SE +/- 162284.73, N = 3SE +/- 127987.41, N = 31727300018234000160846671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 16 - Buffer Length: 256 - Filter Length: 32Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H120M240M360M480M600MSE +/- 1846085.95, N = 3SE +/- 2305257.28, N = 3SE +/- 2936005.47, N = 145638800005775166674953464291. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 2 - Buffer Length: 256 - Filter Length: 512Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H8M16M24M32M40MSE +/- 419081.14, N = 3SE +/- 203699.40, N = 3SE +/- 35950.58, N = 33382200037003333303056671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 4 - Buffer Length: 256 - Filter Length: 512Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H15M30M45M60M75MSE +/- 452215.41, N = 3SE +/- 601365.10, N = 8SE +/- 156292.82, N = 36762566769380125557086671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 8 - Buffer Length: 256 - Filter Length: 512Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30M60M90M120M150MSE +/- 224524.19, N = 3SE +/- 407035.35, N = 3SE +/- 550345.75, N = 3120793333123516667816613331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 16 - Buffer Length: 256 - Filter Length: 512Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H40M80M120M160M200MSE +/- 623065.90, N = 3SE +/- 223681.32, N = 3SE +/- 1542533.99, N = 31600333331645300001105333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 - DegriddingRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H6001200180024003000SE +/- 23.99, N = 3SE +/- 10.55, N = 3SE +/- 31.87, N = 31886.451599.082758.571. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - DegriddingRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H6001200180024003000SE +/- 35.04, N = 3SE +/- 35.93, N = 3SE +/- 16.69, N = 32753.292500.051246.981. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - GriddingRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H6001200180024003000SE +/- 15.01, N = 2SE +/- 28.18, N = 3SE +/- 60.29, N = 32806.452705.691494.151. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgIterations Per Second, More Is BetterASKAP 1.0Test: Hogbom Clean OpenMPRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H90180270360450SE +/- 4.06, N = 14SE +/- 0.48, N = 4SE +/- 5.52, N = 3239.65287.36393.851. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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-sha512Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H600K1200K1800K2400K3000KSE +/- 8161.04, N = 3SE +/- 6492.32, N = 3SE +/- 8245.18, N = 3261169728037092186873

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpoolRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H200K400K600K800K1000KSE +/- 1834.16, N = 3SE +/- 1007.77, N = 3SE +/- 20453.44, N = 3895206956731939335

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H12002400360048006000SE +/- 12.28, N = 3SE +/- 17.03, N = 3SE +/- 148.02, N = 33667.63971.35462.1

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H11002200330044005500SE +/- 5.84, N = 3SE +/- 8.33, N = 3SE +/- 70.67, N = 33659.93977.35297.7

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b EncryptionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H2004006008001000SE +/- 6.26, N = 3SE +/- 4.62, N = 3SE +/- 12.60, N = 3863.9933.6780.7

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b DecryptionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H2004006008001000SE +/- 2.73, N = 3SE +/- 0.50, N = 3SE +/- 16.67, N = 3859.2929.0814.7

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b EncryptionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H130260390520650SE +/- 2.90, N = 3SE +/- 3.56, N = 3SE +/- 13.59, N = 3546.1587.6528.0

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b DecryptionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H130260390520650SE +/- 0.87, N = 3SE +/- 0.32, N = 3SE +/- 12.70, N = 3553.3601.8533.2

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H11002200330044005500SE +/- 1.93, N = 3SE +/- 5.68, N = 3SE +/- 136.88, N = 33374.03660.14982.8

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H10002000300040005000SE +/- 3.52, N = 3SE +/- 4.76, N = 3SE +/- 58.06, N = 33369.93659.74867.6

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b EncryptionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H2004006008001000SE +/- 2.25, N = 3SE +/- 0.65, N = 3SE +/- 2.02, N = 3869.4938.1763.7

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b DecryptionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H2004006008001000SE +/- 1.62, N = 3SE +/- 0.57, N = 3SE +/- 20.29, N = 3861.3929.0812.6

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b EncryptionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H130260390520650SE +/- 1.02, N = 3SE +/- 0.43, N = 3SE +/- 12.48, N = 3548.7590.1531.3

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b DecryptionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H130260390520650SE +/- 1.01, N = 3SE +/- 0.15, N = 3SE +/- 14.76, N = 3553.3601.8529.3

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: FastRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4080120160200SE +/- 0.51, N = 3SE +/- 0.22, N = 3SE +/- 0.44, N = 3161.02145.30155.761. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1326395265SE +/- 0.08, N = 4SE +/- 0.03, N = 4SE +/- 0.15, N = 457.2651.7056.791. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.0385, N = 3SE +/- 0.0083, N = 3SE +/- 0.0723, N = 37.12846.49357.30201. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.15440.30880.46320.61760.772SE +/- 0.0007, N = 3SE +/- 0.0006, N = 3SE +/- 0.0068, N = 50.66930.68600.61251. (CXX) g++ options: -O3 -flto -pthread

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: 0Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H306090120150SE +/- 0.08, N = 3SE +/- 0.25, N = 3SE +/- 0.55, N = 3142.15135.82155.331. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 2Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1632486480SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.68, N = 366.5663.7570.941. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.037, N = 6SE +/- 0.003, N = 6SE +/- 0.041, N = 76.7266.9776.3581. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.044, N = 5SE +/- 0.017, N = 5SE +/- 0.095, N = 610.29610.2529.6691. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 10, LosslessRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1.15832.31663.47494.63325.7915SE +/- 0.012, N = 7SE +/- 0.013, N = 7SE +/- 0.039, N = 74.9714.9385.1481. (CXX) g++ options: -O3 -fPIC -lm

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 ThroughputRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H70140210280350SE +/- 0.68, N = 3SE +/- 0.09, N = 3SE +/- 1.84, N = 3277.11299.79246.931. (CC) gcc options: -O3 -rdynamic

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: 1024Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.74681.49362.24042.98723.734SE +/- 0.032515, N = 3SE +/- 0.003441, N = 3SE +/- 0.027638, N = 33.1235523.2447593.3191161. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 1024Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.5241.0481.5722.0962.62SE +/- 0.010681, N = 3SE +/- 0.003341, N = 3SE +/- 0.002371, N = 32.2824662.3290422.2914491. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 1024Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.35620.71241.06861.42481.781SE +/- 0.007666, N = 3SE +/- 0.001168, N = 3SE +/- 0.001506, N = 31.5067661.5831331.5161411. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 480000 - Buffer Size: 1024Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.71171.42342.13512.84683.5585SE +/- 0.012252, N = 3SE +/- 0.009151, N = 3SE +/- 0.016507, N = 33.0903163.0955093.1633161. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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 2020-06-28Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H48121620SE +/- 0.05, N = 4SE +/- 0.03, N = 4SE +/- 0.04, N = 415.1414.1514.931. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mobilenetRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H510152025SE +/- 0.08, N = 15SE +/- 0.01, N = 3SE +/- 0.82, N = 910.548.4519.54MIN: 9.52 / MAX: 23.75MIN: 8.35 / MAX: 11.36MIN: 12.87 / MAX: 771.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v2-v2 - Model: mobilenet-v2Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.01, N = 15SE +/- 0.01, N = 3SE +/- 0.44, N = 92.992.526.55MIN: 2.59 / MAX: 14.02MIN: 2.42 / MAX: 5.2MIN: 4.01 / MAX: 476.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v3-v3 - Model: mobilenet-v3Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.01, N = 15SE +/- 0.01, N = 3SE +/- 0.39, N = 92.682.296.83MIN: 2.38 / MAX: 13.63MIN: 2.22 / MAX: 4.72MIN: 3.77 / MAX: 568.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: shufflenet-v2Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1.27352.5473.82055.0946.3675SE +/- 0.01, N = 15SE +/- 0.01, N = 3SE +/- 0.27, N = 92.292.015.66MIN: 2.07 / MAX: 27.16MIN: 1.95 / MAX: 4.52MIN: 3.35 / MAX: 356.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mnasnetRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.02, N = 15SE +/- 0.00, N = 3SE +/- 0.41, N = 92.562.257.08MIN: 2.27 / MAX: 15.42MIN: 2.17 / MAX: 4.93MIN: 3.88 / MAX: 392.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: efficientnet-b0Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.02, N = 15SE +/- 0.01, N = 3SE +/- 0.44, N = 94.003.409.67MIN: 3.55 / MAX: 15.96MIN: 3.28 / MAX: 5.95MIN: 6.14 / MAX: 461.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: blazefaceRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.42750.8551.28251.712.1375SE +/- 0.01, N = 15SE +/- 0.01, N = 3SE +/- 0.12, N = 90.790.741.90MIN: 0.74 / MAX: 2.88MIN: 0.71 / MAX: 2.96MIN: 1.4 / MAX: 4.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: googlenetRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H48121620SE +/- 0.14, N = 15SE +/- 0.05, N = 3SE +/- 0.59, N = 98.276.7915.87MIN: 7.08 / MAX: 53.05MIN: 6.62 / MAX: 9.46MIN: 9.13 / MAX: 942.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vgg16Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1224364860SE +/- 0.18, N = 15SE +/- 0.28, N = 3SE +/- 2.73, N = 941.1233.8353.52MIN: 38.67 / MAX: 68.32MIN: 33.1 / MAX: 46.35MIN: 32.69 / MAX: 684.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet18Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.10, N = 15SE +/- 0.07, N = 3SE +/- 1.01, N = 95.865.1010.69MIN: 5.14 / MAX: 18.93MIN: 4.92 / MAX: 6.99MIN: 6.47 / MAX: 698.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: alexnetRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.07, N = 15SE +/- 0.10, N = 3SE +/- 0.67, N = 95.735.158.16MIN: 4.95 / MAX: 17.88MIN: 4.94 / MAX: 16.41MIN: 4.89 / MAX: 412.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet50Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H714212835SE +/- 0.19, N = 15SE +/- 0.13, N = 3SE +/- 1.79, N = 913.2010.7828.05MIN: 10.88 / MAX: 39.04MIN: 10.5 / MAX: 21.4MIN: 18.29 / MAX: 1282.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: yolov4-tinyRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H714212835SE +/- 0.18, N = 15SE +/- 0.07, N = 3SE +/- 1.63, N = 917.2114.3428.65MIN: 15.85 / MAX: 32.09MIN: 14.09 / MAX: 26.44MIN: 20.27 / MAX: 806.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: squeezenet_ssdRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.13, N = 15SE +/- 0.02, N = 3SE +/- 0.28, N = 97.876.2812.73MIN: 6.63 / MAX: 40.31MIN: 6.13 / MAX: 8.56MIN: 7.98 / MAX: 760.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: regnety_400mRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H510152025SE +/- 0.03, N = 15SE +/- 0.03, N = 3SE +/- 0.88, N = 96.055.3018.40MIN: 5.45 / MAX: 18.14MIN: 5.16 / MAX: 9.5MIN: 8.73 / MAX: 1249.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: FastestDetRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1.30732.61463.92195.22926.5365SE +/- 0.03, N = 14SE +/- 0.06, N = 3SE +/- 0.35, N = 92.922.655.81MIN: 2.53 / MAX: 14.81MIN: 2.54 / MAX: 4.3MIN: 3.49 / MAX: 192.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 CADRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H60120180240300SE +/- 2.15, N = 3SE +/- 0.77, N = 3SE +/- 1.27, N = 3234.01281.59169.88

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H48121620SE +/- 0.07, N = 4SE +/- 0.04, N = 4SE +/- 0.14, N = 1511.6813.0413.79

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.047, N = 6SE +/- 0.014, N = 6SE +/- 0.066, N = 76.9547.4407.132

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 1.10, N = 4SE +/- 0.92, N = 5SE +/- 1.07, N = 1589.0591.7695.30

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H714212835SE +/- 0.25, N = 15SE +/- 0.08, N = 3SE +/- 0.49, N = 1225.3725.3029.20

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSERyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H816243240SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.40, N = 1535.2333.6433.47

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 StateRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.35260.70521.05781.41041.763SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.9891.0081.567

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.46330.92661.38991.85322.3165SE +/- 0.005, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 31.4521.4252.059

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 DatasetRyzen 7 7840UCore Ultra 7 155H1326395265SE +/- 0.04, N = 3SE +/- 0.17, N = 355.6355.811. (F9X) gfortran options: -O0

Benchmark: MNIST Dataset

Ryzen 7 7840HS: The test quit with a non-zero exit status. E: ImportError: /lib/x86_64-linux-gnu/liblapack.so.3: undefined symbol: gotoblas

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: SGD RegressionRyzen 7 7840UCore Ultra 7 155H20406080100SE +/- 0.05, N = 3SE +/- 0.19, N = 396.58108.321. (F9X) gfortran options: -O0

Benchmark: SGD Regression

Ryzen 7 7840HS: The test quit with a non-zero exit status. E: ImportError: /lib/x86_64-linux-gnu/liblapack.so.3: undefined symbol: gotoblas

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Isolation ForestRyzen 7 7840UCore Ultra 7 155H50100150200250SE +/- 0.47, N = 3SE +/- 0.25, N = 3223.47244.331. (F9X) gfortran options: -O0

Benchmark: Isolation Forest

Ryzen 7 7840HS: The test quit with a non-zero exit status. E: ImportError: /lib/x86_64-linux-gnu/liblapack.so.3: undefined symbol: gotoblas

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: TSNE MNIST DatasetRyzen 7 7840UCore Ultra 7 155H110220330440550SE +/- 0.32, N = 3SE +/- 0.25, N = 3219.82515.601. (F9X) gfortran options: -O0

Benchmark: TSNE MNIST Dataset

Ryzen 7 7840HS: The test quit with a non-zero exit status. E: ImportError: /lib/x86_64-linux-gnu/liblapack.so.3: undefined symbol: gotoblas

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Hist Gradient BoostingRyzen 7 7840UCore Ultra 7 155H50100150200250SE +/- 0.43, N = 3SE +/- 4.95, N = 1271.12208.951. (F9X) gfortran options: -O0

Benchmark: Hist Gradient Boosting

Ryzen 7 7840HS: The test quit with a non-zero exit status. E: ImportError: /lib/x86_64-linux-gnu/liblapack.so.3: undefined symbol: gotoblas

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Hist Gradient Boosting AdultRyzen 7 7840UCore Ultra 7 155H50100150200250SE +/- 0.17, N = 3SE +/- 6.09, N = 1149.65206.641. (F9X) gfortran options: -O0

Benchmark: Hist Gradient Boosting Adult

Ryzen 7 7840HS: The test quit with a non-zero exit status. E: ImportError: /lib/x86_64-linux-gnu/liblapack.so.3: undefined symbol: gotoblas

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: 20 Newsgroups / Logistic RegressionRyzen 7 7840UCore Ultra 7 155H1224364860SE +/- 0.06, N = 3SE +/- 0.28, N = 334.8452.661. (F9X) gfortran options: -O0

Benchmark: 20 Newsgroups / Logistic Regression

Ryzen 7 7840HS: The test quit with a non-zero exit status. E: ImportError: /lib/x86_64-linux-gnu/liblapack.so.3: undefined symbol: gotoblas

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: CoreRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30K60K90K120K150KSE +/- 290.67, N = 3SE +/- 617.17, N = 5SE +/- 2488.39, N = 1299414574721466961. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared

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 1,000Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1224364860SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.14, N = 353.7551.5243.331. (CC) gcc options: -O2 -lz

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-onlyRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.032, N = 6SE +/- 0.020, N = 6SE +/- 0.061, N = 65.6165.7586.127

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Masskrug - Acceleration: CPU-onlyRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.81741.63482.45223.26964.087SE +/- 0.005, N = 8SE +/- 0.006, N = 7SE +/- 0.019, N = 83.5633.6333.538

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Rack - Acceleration: CPU-onlyRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.0920.1840.2760.3680.46SE +/- 0.001, N = 13SE +/- 0.001, N = 12SE +/- 0.009, N = 150.3490.3560.409

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Room - Acceleration: CPU-onlyRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.6231.2461.8692.4923.115SE +/- 0.003, N = 8SE +/- 0.005, N = 8SE +/- 0.018, N = 82.7612.6342.769

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: resizeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H510152025SE +/- 0.13, N = 6SE +/- 0.02, N = 4SE +/- 0.08, N = 313.0112.5019.02

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: rotateRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 0.06, N = 412.4111.9013.18

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: auto-levelsRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H48121620SE +/- 0.04, N = 4SE +/- 0.02, N = 4SE +/- 0.01, N = 412.9712.5914.00

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: unsharp-maskRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H48121620SE +/- 0.02, N = 4SE +/- 0.03, N = 4SE +/- 0.03, N = 314.4914.1516.07

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 TimeRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1530456075SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 356.6654.6067.671. RawTherapee, version 5.9, command line.

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-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.0267, N = 3SE +/- 0.0125, N = 3SE +/- 0.0476, N = 37.28377.71275.7692

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30060090012001500SE +/- 0.93, N = 3SE +/- 0.26, N = 3SE +/- 8.92, N = 3410.99388.091194.75

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H70140210280350SE +/- 0.34, N = 3SE +/- 0.83, N = 3SE +/- 0.35, N = 3293.52300.49204.79

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H816243240SE +/- 0.0116, N = 3SE +/- 0.0273, N = 3SE +/- 0.0618, N = 310.19819.957834.1161

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.69, N = 393.6897.6075.37

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.81, N = 332.0030.7192.69

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H160320480640800SE +/- 0.80, N = 3SE +/- 2.94, N = 3SE +/- 5.01, N = 3730.01749.16582.50

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.0053, N = 3SE +/- 0.0154, N = 3SE +/- 0.1010, N = 34.08913.981211.9927

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1122334455SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 343.6346.3536.96

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4080120160200SE +/- 0.28, N = 3SE +/- 0.10, N = 3SE +/- 0.60, N = 368.7064.66188.61

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.0390, N = 3SE +/- 0.0148, N = 3SE +/- 0.0269, N = 39.24269.76147.0929

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H2004006008001000SE +/- 1.12, N = 3SE +/- 0.43, N = 3SE +/- 2.88, N = 3323.94307.21968.92

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.23, N = 3SE +/- 1.02, N = 3SE +/- 0.76, N = 393.4696.1975.71

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.08, N = 3SE +/- 0.33, N = 3SE +/- 0.98, N = 332.0731.1792.30

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1122334455SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 344.4447.2537.56

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4080120160200SE +/- 0.16, N = 3SE +/- 0.13, N = 3SE +/- 0.41, N = 367.4663.44185.77

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1530456075SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.43, N = 364.7566.7355.01

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H306090120150SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 1.03, N = 346.3044.92127.00

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.0105, N = 3SE +/- 0.0555, N = 3SE +/- 0.0147, N = 312.990113.21126.9529

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H2004006008001000SE +/- 0.16, N = 3SE +/- 0.97, N = 3SE +/- 4.85, N = 3230.85226.94990.20

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H306090120150SE +/- 0.15, N = 3SE +/- 0.46, N = 3SE +/- 0.70, N = 3133.68135.3697.20

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1632486480SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.50, N = 322.4122.1371.89

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.0038, N = 3SE +/- 0.0108, N = 3SE +/- 0.0313, N = 37.26517.71855.5906

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30060090012001500SE +/- 0.22, N = 3SE +/- 0.17, N = 3SE +/- 4.45, N = 3411.60387.441219.60

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 UnionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H80160240320400SE +/- 0.81, N = 3SE +/- 0.85, N = 3SE +/- 4.62, N = 4134.79135.05379.921. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.4Model: ggml-small.en - Input: 2016 State of the UnionRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30060090012001500SE +/- 2.21, N = 3SE +/- 0.44, N = 3SE +/- 2.40, N = 3376.50383.331256.461. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread

PyTorch

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1224364860SE +/- 0.46, N = 3SE +/- 0.21, N = 3SE +/- 0.19, N = 348.7252.3427.70MIN: 41.49 / MAX: 51.3MIN: 46.26 / MAX: 53.17MIN: 8.98 / MAX: 33.15

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-152Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H510152025SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.32, N = 920.1421.149.52MIN: 17.16 / MAX: 20.95MIN: 16.09 / MAX: 21.36MIN: 3.59 / MAX: 13.21

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: ResNet-50Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H714212835SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 329.0331.7316.02MIN: 26 / MAX: 29.84MIN: 21.55 / MAX: 32.36MIN: 13.73 / MAX: 18.42

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: ResNet-50Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H714212835SE +/- 0.14, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 329.2231.7815.84MIN: 26.95 / MAX: 29.98MIN: 24.29 / MAX: 32.32MIN: 11.12 / MAX: 20.44

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: ResNet-152Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 712.5613.336.20MIN: 11.12 / MAX: 13.19MIN: 10.6 / MAX: 13.47MIN: 3.26 / MAX: 7.73

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: ResNet-152Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 912.5413.346.08MIN: 9.91 / MAX: 13.32MIN: 12.26 / MAX: 13.46MIN: 2.91 / MAX: 7.76

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_lRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 311.9712.576.65MIN: 11.15 / MAX: 12.35MIN: 11.51 / MAX: 12.74MIN: 2.63 / MAX: 9.58

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: Efficientnet_v2_lRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 98.509.073.92MIN: 6.64 / MAX: 8.87MIN: 7.24 / MAX: 9.26MIN: 2.17 / MAX: 5.21

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: Efficientnet_v2_lRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 98.499.063.77MIN: 6.91 / MAX: 8.8MIN: 7.18 / MAX: 9.2MIN: 2.14 / MAX: 5.2

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-50Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H612182430SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 321.8624.0414.34

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: ResNet-50Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H612182430SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 322.1923.8614.97

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: SqueezeNetRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H13002600390052006500SE +/- 22.28, N = 7SE +/- 5.20, N = 3SE +/- 63.74, N = 42363.212174.466109.59

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H16K32K48K64K80KSE +/- 123.63, N = 3SE +/- 66.41, N = 3SE +/- 942.37, N = 1332952.431429.173566.5

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet FloatRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H8001600240032004000SE +/- 2.40, N = 3SE +/- 2.68, N = 3SE +/- 57.37, N = 121690.541626.033694.57

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet QuantRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H12002400360048006000SE +/- 44.03, N = 3SE +/- 14.28, N = 3SE +/- 61.52, N = 53381.293295.095506.56

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30K60K90K120K150KSE +/- 31.14, N = 3SE +/- 14.90, N = 3SE +/- 2108.23, N = 1530731.629571.9125552.0

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: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H918273645SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.20, N = 1535.3540.8519.52-shared -ldl-shared -ldl-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H80160240320400SE +/- 0.05, N = 3SE +/- 0.31, N = 3SE +/- 3.66, N = 15113.0297.82358.29-shared -ldl - MIN: 75.9 / MAX: 137.69-shared -ldl - MIN: 53.89 / MAX: 117.53-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 189.82 / MAX: 500.521. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 159.8610.256.30-shared -ldl-shared -ldl-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H2004006008001000SE +/- 1.59, N = 3SE +/- 0.28, N = 3SE +/- 7.14, N = 15405.33389.661105.08-shared -ldl - MIN: 342.91 / MAX: 427.35-shared -ldl - MIN: 188.52 / MAX: 403.49-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 458.17 / MAX: 1748.771. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H130260390520650SE +/- 0.91, N = 3SE +/- 2.27, N = 3SE +/- 3.17, N = 5525.96579.13285.56-shared -ldl-shared -ldl-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H612182430SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.27, N = 57.576.8824.44-shared -ldl - MIN: 3.81 / MAX: 24.08-shared -ldl - MIN: 3.86 / MAX: 16.5-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 11.36 / MAX: 49.161. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H400800120016002000SE +/- 0.45, N = 3SE +/- 1.77, N = 3SE +/- 8.17, N = 71668.121731.53916.95-shared -ldl-shared -ldl-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 74.744.577.59-shared -ldl - MIN: 2.39 / MAX: 62.84-shared -ldl - MIN: 2.62 / MAX: 21.24-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 2.77 / MAX: 23.671. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4080120160200SE +/- 0.96, N = 3SE +/- 1.95, N = 5SE +/- 1.12, N = 7171.23191.19120.16-shared -ldl-shared -ldl-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1326395265SE +/- 0.13, N = 3SE +/- 0.21, N = 5SE +/- 0.54, N = 723.2920.8758.18-shared -ldl - MIN: 11.62 / MAX: 32.63-shared -ldl - MIN: 12.5 / MAX: 34.35-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 27.84 / MAX: 100.271. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H2004006008001000SE +/- 1.60, N = 3SE +/- 0.36, N = 3SE +/- 5.39, N = 15976.271014.28648.24-shared -ldl-shared -ldl-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H612182430SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.22, N = 158.097.7925.89-shared -ldl - MIN: 3.61 / MAX: 21.87-shared -ldl - MIN: 4.04 / MAX: 23.06-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 12.01 / MAX: 76.151. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H110220330440550SE +/- 0.36, N = 3SE +/- 1.49, N = 3SE +/- 1.90, N = 15480.01511.03234.99-shared -ldl-shared -ldl-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H714212835SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.24, N = 158.307.8029.74-shared -ldl - MIN: 4.8 / MAX: 23.8-shared -ldl - MIN: 5.15 / MAX: 21.1-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 13.33 / MAX: 63.081. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H50100150200250SE +/- 0.26, N = 3SE +/- 0.18, N = 3SE +/- 0.85, N = 15208.88218.39109.71-shared -ldl-shared -ldl-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H306090120150SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 1.18, N = 1538.0536.35154.63-shared -ldl - MIN: 23.35 / MAX: 47.88-shared -ldl - MIN: 20.6 / MAX: 51.92-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 82.86 / MAX: 237.891. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4K8K12K16K20KSE +/- 2.89, N = 3SE +/- 19.19, N = 3SE +/- 92.94, N = 1018984.5519921.6412364.87-shared -ldl-shared -ldl-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF1. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPURyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.28350.5670.85051.1341.4175SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 100.380.371.26-shared -ldl - MIN: 0.19 / MAX: 7.48-shared -ldl - MIN: 0.21 / MAX: 7.77-isystem -std=c++11 -fvisibility=hidden -mavx2 -mfma -MD -MT -MF - MIN: 0.38 / MAX: 8.731. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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: BedroomRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.43380.86761.30141.73522.169SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.016, N = 151.8821.9281.288

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.96321.92642.88963.85284.816SE +/- 0.010, N = 3SE +/- 0.009, N = 3SE +/- 0.039, N = 154.1624.2813.451

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 ReadRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H13M26M39M52M65MSE +/- 204364.81, N = 3SE +/- 97040.01, N = 3SE +/- 439126.31, N = 115481867056251800595359591. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update RandomRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H110K220K330K440K550KSE +/- 1108.04, N = 3SE +/- 689.33, N = 3SE +/- 2110.32, N = 155230265293983044821. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read While WritingRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H400K800K1200K1600K2000KSE +/- 8086.24, N = 3SE +/- 19468.88, N = 3SE +/- 60495.91, N = 121774161181758416042291. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write RandomRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H300K600K900K1200K1500KSE +/- 1290.34, N = 3SE +/- 1614.29, N = 3SE +/- 12698.08, N = 31562778160235011475241. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

ScyllaDB

This is a benchmark of ScyllaDB and is making use of Apache Cassandra's cassandra-stress for conducting the benchmark. ScyllaDB is an open-source distributed NoSQL data store that is compatible with Apache Cassandra while focusing on higher throughput and lower latency. ScyllaDB uses a sharded design on each node. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterScyllaDB 5.2.9Test: WritesRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H15K30K45K60K75KSE +/- 308.66, N = 3SE +/- 110.09, N = 3SE +/- 2393.89, N = 12654396680468321

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 - GriddingRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H5001000150020002500SE +/- 4.65, N = 3SE +/- 3.44, N = 3SE +/- 3.94, N = 31269.301440.052425.201. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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 TimesRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H130260390520650SE +/- 2.47, N = 4SE +/- 1.29, N = 4SE +/- 5.62, N = 6590546552

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: raytraceRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4080120160200SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3175163183

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 311.810.912.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1122334455SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.26, N = 345.542.447.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H20406080100SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 371.065.987.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 36.856.5113.30

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 SuiteRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H300K600K900K1200K1500KSE +/- 9948.35, N = 7SE +/- 12295.47, N = 3SE +/- 15483.82, N = 4107501411722021258273

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 CommandsRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H918273645SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 337.8135.3241.081. git version 2.40.1

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.xzRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H48121620SE +/- 0.03, N = 4SE +/- 0.05, N = 4SE +/- 0.05, N = 414.0713.1714.22

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 FiltersRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H400800120016002000SE +/- 5.35, N = 3SE +/- 0.67, N = 3SE +/- 4.56, N = 31645.21720.7580.0

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: FM Deemphasis FilterRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H120240360480600SE +/- 1.01, N = 3SE +/- 0.98, N = 3SE +/- 17.44, N = 3443.5473.4553.6

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: Hilbert TransformRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H4080120160200SE +/- 0.23, N = 3SE +/- 0.06, N = 3SE +/- 0.84, N = 3129.1139.1184.7

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: Complex PhaseRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30060090012001500SE +/- 18.90, N = 3SE +/- 27.26, N = 3SE +/- 1.53, N = 31084.31187.21054.9

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 FiltersRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30060090012001500SE +/- 12.25, N = 3SE +/- 19.33, N = 3SE +/- 22.01, N = 91418.71494.21379.11. 3.10.7.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Signal Source (Cosine)Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H11002200330044005500SE +/- 73.88, N = 3SE +/- 36.42, N = 3SE +/- 42.75, N = 94593.55029.14261.61. 3.10.7.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FIR FilterRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30060090012001500SE +/- 3.00, N = 3SE +/- 9.23, N = 3SE +/- 7.37, N = 91342.81447.41055.31. 3.10.7.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: IIR FilterRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H110220330440550SE +/- 2.30, N = 3SE +/- 6.07, N = 3SE +/- 2.25, N = 9478.6509.7518.71. 3.10.7.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FM Deemphasis FilterRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H30060090012001500SE +/- 4.19, N = 3SE +/- 15.31, N = 3SE +/- 8.02, N = 91054.41122.81288.01. 3.10.7.0

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Hilbert TransformRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H2004006008001000SE +/- 9.92, N = 3SE +/- 4.06, N = 3SE +/- 6.03, N = 9633.5726.1923.31. 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 BenchmarkRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.03320.06640.09960.13280.166SE +/- 0.0006, N = 3SE +/- 0.0003, N = 3SE +/- 0.0006, N = 30.13680.12910.1474

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: CropRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1.3412.6824.0235.3646.705SE +/- 0.007, N = 7SE +/- 0.016, N = 7SE +/- 0.013, N = 75.5225.5285.960

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.007, N = 8SE +/- 0.012, N = 8SE +/- 0.030, N = 64.6734.7666.496

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1530456075SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.30, N = 367.4462.9867.13

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H612182430SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 323.3322.0321.89

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H612182430SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 327.2925.8626.57

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H510152025SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 321.8420.7521.78

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1020304050SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 343.8440.9643.93

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H918273645SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 339.4536.8538.87

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1020304050SE +/- 0.05, N = 3SE +/- 0.25, N = 3SE +/- 0.12, N = 334.3432.7943.27

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 PNGRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H714212835SE +/- 0.10, N = 3SE +/- 0.23, N = 6SE +/- 0.25, N = 324.5924.7928.931. Inkscape 1.2.2 (b0a8486541, 2022-12-01)

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 DocumentRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H3691215SE +/- 0.05, N = 5SE +/- 0.05, N = 5SE +/- 0.09, N = 1511.4511.3410.85

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 8.3.0Ryzen 7 7840URyzen 7 7840HSCore Ultra 7 155H246810SE +/- 0.020, N = 6SE +/- 0.028, N = 7SE +/- 0.035, N = 56.5426.1898.522

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: PistolRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H1224364860SE +/- 0.53, N = 3SE +/- 0.29, N = 3SE +/- 0.35, N = 354.3050.0655.431. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Retro CarRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.54811.09621.64432.19242.7405SE +/- 0.003, N = 10SE +/- 0.013, N = 10SE +/- 0.017, N = 102.4242.2852.4361. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Mini-ITX CaseRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H612182430SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.25, N = 325.3023.2326.021. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Projector Mount SwivelRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H0.96011.92022.88033.84044.8005SE +/- 0.026, N = 8SE +/- 0.017, N = 8SE +/- 0.025, N = 84.2383.9334.2671. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Leonardo Phone Case SlimRyzen 7 7840URyzen 7 7840HSCore Ultra 7 155H48121620SE +/- 0.04, N = 4SE +/- 0.14, N = 7SE +/- 0.15, N = 316.6515.5617.341. OpenSCAD version 2021.01

370 Results Shown

Selenium:
  ARES-6 - Firefox
  Kraken - Firefox
  Octane - Firefox
  Jetstream 2 - Firefox
  Speedometer - Firefox
  ARES-6 - Google Chrome
  Kraken - Google Chrome
  Octane - Google Chrome
  PSPDFKit WASM - Firefox
  Jetstream 2 - Google Chrome
  Speedometer - Google Chrome
  PSPDFKit WASM - Google Chrome
  WASM imageConvolute - Firefox
  WASM collisionDetection - Firefox
  WASM imageConvolute - Google Chrome
  WASM collisionDetection - Google Chrome
Unpacking The Linux Kernel
WireGuard + Linux Networking Stack Stress Test
QuantLib:
  Multi-Threaded
  Single-Threaded
GROMACS
NAS Parallel Benchmarks:
  BT.C
  EP.C
  SP.B
OpenRadioss:
  Bumper Beam
  Cell Phone Drop Test
  Bird Strike on Windshield
  Rubber O-Ring Seal Installation
Z3 Theorem Prover:
  1.smt2
  2.smt2
FFmpeg:
  libx265 - Live
  libx265 - Upload
  libx265 - Platform
  libx265 - Video On Demand
simdjson:
  Kostya
  TopTweet
  LargeRand
  PartialTweets
  DistinctUserID
Xmrig:
  KawPow - 1M
  Monero - 1M
  Wownero - 1M
  GhostRider - 1M
  CryptoNight-Heavy - 1M
  CryptoNight-Femto UPX2 - 1M
Java SciMark:
  Composite
  Monte Carlo
  Fast Fourier Transform
  Sparse Matrix Multiply
  Dense LU Matrix Factorization
  Jacobi Successive Over-Relaxation
LZ4 Compression:
  1 - Compression Speed
  1 - Decompression Speed
  3 - Compression Speed
  3 - Decompression Speed
  9 - Compression Speed
  9 - Decompression Speed
7-Zip Compression:
  Compression Rating
  Decompression Rating
Zstd Compression:
  8 - Compression Speed
  8 - Decompression Speed
  12 - Compression Speed
  12 - Decompression Speed
  19 - Compression Speed
  19 - Decompression Speed
  8, Long Mode - Compression Speed
  8, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
  19, Long Mode - Decompression Speed
WebP2 Image Encode:
  Default
  Quality 75, Compression Effort 7
  Quality 95, Compression Effort 7
  Quality 100, Compression Effort 5
  Quality 100, Lossless Compression
John The Ripper:
  bcrypt
  Blowfish
LuxCoreRender:
  DLSC - CPU
  Danish Mood - CPU
  Orange Juice - CPU
  LuxCore Benchmark - CPU
  Rainbow Colors and Prism - CPU
GraphicsMagick:
  Swirl
  Rotate
  Sharpen
  Enhanced
  Resizing
  Noise-Gaussian
  HWB Color Space
Embree:
  Pathtracer ISPC - Crown
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
Kvazaar:
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
  Bosphorus 4K - Ultra Fast
  Bosphorus 1080p - Very Fast
  Bosphorus 1080p - Super Fast
  Bosphorus 1080p - Ultra Fast
SVT-AV1:
  Preset 4 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Preset 12 - Bosphorus 4K
  Preset 13 - Bosphorus 4K
  Preset 4 - Bosphorus 1080p
  Preset 8 - Bosphorus 1080p
  Preset 12 - Bosphorus 1080p
  Preset 13 - Bosphorus 1080p
SVT-VP9:
  VMAF Optimized - Bosphorus 4K
  PSNR/SSIM Optimized - Bosphorus 4K
  Visual Quality Optimized - Bosphorus 4K
uvg266:
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
  Bosphorus 4K - Ultra Fast
  Bosphorus 1080p - Very Fast
  Bosphorus 1080p - Super Fast
  Bosphorus 1080p - Ultra Fast
VVenC:
  Bosphorus 4K - Fast
  Bosphorus 4K - Faster
  Bosphorus 1080p - Fast
  Bosphorus 1080p - Faster
x265:
  Bosphorus 4K
  Bosphorus 1080p
Intel Open Image Denoise
OpenVKL
OSPRay Studio:
  1 - 4K - 1 - Path Tracer - CPU
  3 - 4K - 1 - Path Tracer - CPU
  1 - 4K - 16 - Path Tracer - CPU
  1 - 4K - 32 - Path Tracer - CPU
  3 - 4K - 16 - Path Tracer - CPU
  3 - 4K - 32 - Path Tracer - CPU
  1 - 1080p - 1 - Path Tracer - CPU
  3 - 1080p - 1 - Path Tracer - CPU
  1 - 1080p - 16 - Path Tracer - CPU
  1 - 1080p - 32 - Path Tracer - CPU
  3 - 1080p - 16 - Path Tracer - CPU
  3 - 1080p - 32 - Path Tracer - CPU
OSPRay:
  particle_volume/ao/real_time
  particle_volume/scivis/real_time
  particle_volume/pathtracer/real_time
  gravity_spheres_volume/dim_512/ao/real_time
  gravity_spheres_volume/dim_512/scivis/real_time
  gravity_spheres_volume/dim_512/pathtracer/real_time
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Barbershop - CPU-Only
  Pabellon Barcelona - CPU-Only
Appleseed:
  Emily
  Disney Material
  Material Tester
Chaos Group V-RAY
Stockfish
asmFish
LeelaChessZero:
  BLAS
  Eigen
Timed FFmpeg Compilation
Timed GDB GNU Debugger Compilation
Timed Godot Game Engine Compilation
Timed Linux Kernel Compilation:
  defconfig
  allmodconfig
Timed PHP Compilation
C-Ray
Primesieve
Numpy Benchmark
Timed Wasmer Compilation
FLAC Audio Encoding
LAME MP3 Encoding
eSpeak-NG Speech Engine
Helsing:
  12 digit
  14 digit
Perl Benchmarks:
  Pod2html
  Interpreter
Aircrack-ng
OpenSSL:
  SHA256
  SHA512
  RSA4096
  RSA4096
  ChaCha20
  AES-128-GCM
  AES-256-GCM
  ChaCha20-Poly1305
Node.js V8 Web Tooling Benchmark
Liquid-DSP:
  1 - 256 - 32
  2 - 256 - 32
  4 - 256 - 32
  8 - 256 - 32
  1 - 256 - 512
  16 - 256 - 32
  2 - 256 - 512
  4 - 256 - 512
  8 - 256 - 512
  16 - 256 - 512
ASKAP:
  tConvolve MT - Degridding
  tConvolve MPI - Degridding
  tConvolve MPI - Gridding
  Hogbom Clean OpenMP
Cryptsetup:
  PBKDF2-sha512
  PBKDF2-whirlpool
  AES-XTS 256b Encryption
  AES-XTS 256b Decryption
  Serpent-XTS 256b Encryption
  Serpent-XTS 256b Decryption
  Twofish-XTS 256b Encryption
  Twofish-XTS 256b Decryption
  AES-XTS 512b Encryption
  AES-XTS 512b Decryption
  Serpent-XTS 512b Encryption
  Serpent-XTS 512b Decryption
  Twofish-XTS 512b Encryption
  Twofish-XTS 512b Decryption
ASTC Encoder:
  Fast
  Medium
  Thorough
  Exhaustive
libavif avifenc:
  0
  2
  6
  6, Lossless
  10, Lossless
libjpeg-turbo tjbench
Stargate Digital Audio Workstation:
  44100 - 1024
  96000 - 1024
  192000 - 1024
  480000 - 1024
RNNoise
NCNN:
  CPU - mobilenet
  CPU-v2-v2 - mobilenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU - shufflenet-v2
  CPU - mnasnet
  CPU - efficientnet-b0
  CPU - blazeface
  CPU - googlenet
  CPU - vgg16
  CPU - resnet18
  CPU - alexnet
  CPU - resnet50
  CPU - yolov4-tiny
  CPU - squeezenet_ssd
  CPU - regnety_400m
  CPU - FastestDet
Numenta Anomaly Benchmark:
  KNN CAD
  Relative Entropy
  Windowed Gaussian
  Earthgecko Skyline
  Bayesian Changepoint
  Contextual Anomaly Detector OSE
PyHPC Benchmarks:
  CPU - Numpy - 4194304 - Equation of State
  CPU - Numpy - 4194304 - Isoneutral Mixing
Scikit-Learn:
  MNIST Dataset
  SGD Regression
  Isolation Forest
  TSNE MNIST Dataset
  Hist Gradient Boosting
  Hist Gradient Boosting Adult
  20 Newsgroups / Logistic Regression
OpenCV
SQLite Speedtest
Darktable:
  Boat - CPU-only
  Masskrug - CPU-only
  Server Rack - CPU-only
  Server Room - CPU-only
GIMP:
  resize
  rotate
  auto-levels
  unsharp-mask
RawTherapee
Neural Magic DeepSparse:
  NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  ResNet-50, Baseline - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  ResNet-50, Sparse INT8 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  BERT-Large, NLP Question Answering - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
Whisper.cpp:
  ggml-base.en - 2016 State of the Union
  ggml-small.en - 2016 State of the Union
PyTorch:
  CPU - 1 - ResNet-50
  CPU - 1 - ResNet-152
  CPU - 16 - ResNet-50
  CPU - 32 - ResNet-50
  CPU - 16 - ResNet-152
  CPU - 32 - ResNet-152
  CPU - 1 - Efficientnet_v2_l
  CPU - 16 - Efficientnet_v2_l
  CPU - 32 - Efficientnet_v2_l
TensorFlow:
  CPU - 16 - ResNet-50
  CPU - 32 - ResNet-50
TensorFlow Lite:
  SqueezeNet
  Inception V4
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
OpenVINO:
  Person Detection FP16 - CPU:
    FPS
    ms
  Face Detection FP16-INT8 - CPU:
    FPS
    ms
  Vehicle Detection FP16-INT8 - CPU:
    FPS
    ms
  Face Detection Retail FP16-INT8 - CPU:
    FPS
    ms
  Road Segmentation ADAS FP16-INT8 - CPU:
    FPS
    ms
  Weld Porosity Detection FP16-INT8 - CPU:
    FPS
    ms
  Person Vehicle Bike Detection FP16 - CPU:
    FPS
    ms
  Handwritten English Recognition FP16-INT8 - CPU:
    FPS
    ms
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    FPS
    ms
IndigoBench:
  CPU - Bedroom
  CPU - Supercar
RocksDB:
  Rand Read
  Update Rand
  Read While Writing
  Read Rand Write Rand
ScyllaDB
ASKAP
PyBench
PyPerformance:
  raytrace
  json_loads
  crypto_pyaes
  regex_compile
  python_startup
PHPBench
Git
Unpacking Firefox
LuaRadio:
  Five Back to Back FIR Filters
  FM Deemphasis Filter
  Hilbert Transform
  Complex Phase
GNU Radio:
  Five Back to Back FIR Filters
  Signal Source (Cosine)
  FIR Filter
  IIR Filter
  FM Deemphasis Filter
  Hilbert Transform
R Benchmark
GEGL:
  Crop
  Scale
  Cartoon
  Reflect
  Antialias
  Tile Glass
  Wavelet Blur
  Color Enhance
  Rotate 90 Degrees
Inkscape
OCRMyPDF
GNU Octave Benchmark
OpenSCAD:
  Pistol
  Retro Car
  Mini-ITX Case
  Projector Mount Swivel
  Leonardo Phone Case Slim