Intel Core Ultra 7 165U Linux Comparison

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 2405181-NE-METEORLIN78
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Identifier
Performance Per
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Date
Run
  Test
  Duration
Lenovo T14 Gen5 - Core Ultra 7 165U
May 13
  16 Hours, 55 Minutes
Acer Swift 14 - Core Ultra 7 155H
May 15
  1 Day, 59 Minutes
Framework 13 - Ryzen 7 7840U
May 16
  9 Hours, 59 Minutes
Framework 16 - Ryzen 7 7840HS
May 17
  9 Hours, 36 Minutes
Invert Behavior (Only Show Selected Data)
  15 Hours, 22 Minutes

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Intel Core Ultra 7 165U Linux ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionOpenGLLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSIntel Core Ultra 7 165U @ 4.80GHz (12 Cores / 14 Threads)LENOVO ThinkPad T14 Gen 5 21MLCTO1WW (N47ET16W 1.05 BIOS)Intel Device 7e7f2 x 32GB DRAM-5600MT/s SK Hynix HMCG88AGBSA092N1024GB UMIS RPETJ1T24MHP2QDQEFI VGARealtek ALC257Intel Device 550a + Intel Device 7e40Ubuntu 22.046.5.0-28-generic (x86_64)GNOME Shell 42.9X Server 1.21.1.4 + Wayland1.3.255GCC 11.4.0ext42880x1800Intel Core Ultra 7 155H @ 4.80GHz (16 Cores / 22 Threads)MTL Swift SFG14-72T Coral_MTH (V1.01 BIOS)8 x 2GB DRAM-6400MT/s Micron MT62F1G32D2DS-0261024GB Micron_2550_MTFDKBA1T0TGEllvmpipeIntel Device 7e28Intel Device 7e406.5.0-35-generic (x86_64)4.5 Mesa 23.2.1-1ubuntu3.1~22.04.2 (LLVM 15.0.7 256 bits)1920x1200AMD Ryzen 7 7840U @ 5.13GHz (8 Cores / 16 Threads)Framework Laptop 13 (AMD Ryzen 7040 ) FRANMDCP07 (03.03 BIOS)AMD Device 14e82 x 8GB DRAM-5600MT/s A-DATA AD5S56008G-B512GB Western Digital WD PC SN740 SDDPNQD-512GGFX1103_R1 512MB (2700/2800MHz)AMD Device 1640MEDIATEK Device 06164.6 Mesa 23.2.1-1ubuntu3.1~22.04.2 (LLVM 15.0.7 DRM 3.54)2256x1504AMD Ryzen 7 7840HS @ 5.29GHz (8 Cores / 16 Threads)Framework Laptop 16 (AMD Ryzen 7040 ) FRANMZCP07 (03.01 BIOS)512GB Western Digital PC SN810 SDCPNRY-512GGFX1103_R1 512MB (2208/1124MHz)AMD Device ab302560x1600OpenBenchmarking.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,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Lenovo T14 Gen5 - Core Ultra 7 165U: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - Platform Profile: balanced - CPU Microcode: 0x1c - ACPI Profile: balanced- Acer Swift 14 - Core Ultra 7 155H: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x13 - Thermald 2.4.9- Framework 13 - Ryzen 7 7840U: Scaling Governor: amd-pstate-epp powersave (EPP: performance) - Platform Profile: balanced - CPU Microcode: 0xa704103 - ACPI Profile: balanced- Framework 16 - Ryzen 7 7840HS: Scaling Governor: amd-pstate-epp powersave (EPP: performance) - Platform Profile: balanced - CPU Microcode: 0xa704103 - ACPI Profile: balancedPython Details- Python 3.10.12Security Details- Lenovo T14 Gen5 - Core Ultra 7 165U: 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 - Acer Swift 14 - 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; BHI: BHI_DIS_S + srbds: Not affected + tsx_async_abort: Not affected - Framework 13 - 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; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Framework 16 - 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: 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; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSResult OverviewPhoronix Test Suite100%156%213%269%326%NAMDOpenVINOOSPRay StudioStockfishSPECFEM3DTensorFlowEmbreeASTC EncodersrsRAN Project7-Zip CompressionOpenRadiossBlenderGROMACSFFmpegStargate Digital Audio WorkstationJPEG-XL libjxlTimed Linux Kernel CompilationTimed Godot Game Engine CompilationTimed FFmpeg CompilationTimed Mesa CompilationC-RayTimed PHP Compilationx265Darktablelibavif avifencRNNoiseJPEG-XL Decoding libjxlPHPBenchRawTherapeeZstd CompressionGraphicsMagickWireGuard + Linux Networking Stack Stress TestGIMPWebP Image EncodePyBenchGNU Octave Benchmark

Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSPer Watt Result OverviewPhoronix Test Suite100%242%383%525%667%NAMDFFmpeg7-Zip CompressionStockfishsrsRAN ProjectTensorFlowx265EmbreeWebP Image EncodeASTC EncoderPHPBenchGROMACSJPEG-XL libjxlStargate Digital Audio WorkstationJPEG-XL Decoding libjxlZstd CompressionGraphicsMagickP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

Intel Core Ultra 7 165U Linux Comparisonffmpeg: libx265 - Liveffmpeg: libx265 - Uploadffmpeg: libx265 - Platformffmpeg: libx265 - Video On Demandopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Person Detection FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonx265: Bosphorus 1080px265: Bosphorus 4Ktensorflow: CPU - 32 - ResNet-50tensorflow: CPU - 32 - AlexNettensorflow: CPU - 32 - GoogLeNetgraphics-magick: HWB Color Spacegraphics-magick: Noise-Gaussiangraphics-magick: Enhancedgraphics-magick: Sharpengraphics-magick: Swirlgraphics-magick: Resizinggraphics-magick: Rotatecompress-zstd: 12 - Compression Speedcompress-zstd: 12 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedsrsran: PUSCH Processor Benchmark, Throughput Totalsrsran: PDSCH Processor Benchmark, Throughput Totalcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingjpegxl: JPEG - 90jpegxl: PNG - 90jpegxl: JPEG - 100jpegxl: PNG - 100jpegxl-decode: 1jpegxl-decode: Allwebp: Defaultwebp: Quality 100webp: Quality 100, Highest Compressionwebp: Quality 100, Losslesswebp: Quality 100, Lossless, Highest Compressionastcenc: Mediumastcenc: Fastastcenc: Thoroughastcenc: Very Thoroughastcenc: Exhaustivestockfish: Chess Benchmarkgromacs: MPI CPU - water_GMX50_barenamd: STMV with 1,066,628 Atomsnamd: ATPase with 327,506 Atomsstargate: 44100 - 512stargate: 44100 - 1024stargate: 96000 - 512stargate: 192000 - 512stargate: 192000 - 1024stargate: 96000 - 1024phpbench: PHP Benchmark Suitepybench: Total For Average Test Timesospray-studio: 1 - 1080p - 1 - Path Tracer - CPUospray-studio: 1 - 1080p - 32 - Path Tracer - CPUospray-studio: 1 - 4K - 1 - Path Tracer - CPUospray-studio: 1 - 4K - 32 - Path Tracer - CPUospray-studio: 3 - 1080p - 1 - Path Tracer - CPUospray-studio: 3 - 1080p - 32 - Path Tracer - CPUospray-studio: 3 - 4K - 1 - Path Tracer - CPUospray-studio: 3 - 4K - 32 - Path Tracer - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Person Detection FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUbuild-linux-kernel: defconfigbuild-ffmpeg: Time To Compilebuild-mesa: Time To Compilebuild-godot: Time To Compilebuild-php: Time To Compilewireguard: darktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Room - CPU-onlydarktable: Server Rack - CPU-onlygimp: unsharp-maskgimp: resizegimp: rotategimp: auto-levelsrawtherapee: Total Benchmark Timeoctave-benchmark: blender: BMW27 - CPU-Onlyavifenc: 0avifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessspecfem3d: Layered Halfspacespecfem3d: Water-layered Halfspacespecfem3d: Homogeneous Halfspacespecfem3d: Mount St. Helensopenradioss: Bird Strike on Windshieldopenradioss: Rubber O-Ring Seal Installationopenradioss: Cell Phone Drop Testopenradioss: Bumper Beamopenradioss: INIVOL and Fluid Structure Interaction Drop Containerrnnoise: 26 Minute Long Talking Samplec-ray: 1080p - 16c-ray: 4K - 16c-ray: 5K - 16Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS82.9815.9131.4331.515.089798.9416.94501.73237.12207.9516.43763.3778.62101.90210.63268.796.65038.281846.7310.3811.9872.7236.5121744292673129241128.11870.210.101597.96.191472.2585.82919.5588153583218.01617.6188.7968.82071.845288.92421.0613.594.201.860.6840.9704103.80655.44030.64990.392672848090.7290.126590.413562.2166012.3645351.5880571.0363511.1695981.71831511952736896195201181243257961047423236974312909540461366.370.90411.7917.9329.5033.63424.9011.78114.3868.6733.2033.41152.65578.10442.468534.42780.750174.6655.9415.6963.8390.32617.34321.60014.30314.85564.3426.537202.03186.92282.9127.91011.3005.525387.089318519333.860694033186.367686226142.328760571628.28465.93225.61374.168.28587.769357.146636.13194.5617.7034.8634.925.8912753.0419.18630.62278.66237.7519.78978.98102.78116.20241.05329.358.662910.967152.6813.8615.1194.9046.4922751383190152224113.91862.79.981640.55.891536.1619.83353.8699064568521.53321.10610.29310.41170.577239.29320.9413.434.211.830.6661.4523152.06308.15110.90360.5449105280720.7940.140780.453362.8981393.1021472.0444021.3426131.5316812.25391712001306844272138988165145507514967163862195566457191183.001.32364.3526.9725.1129.44353.4217.38165.4960.2329.0351.57125.96366.87837.118446.02173.219198.9855.2294.3512.8760.21517.77419.62214.16714.87556.8446.679168.55163.61672.9426.4059.7645.211253.618010917223.419511753124.26500777997.179239340473.69344.99167.85283.21868.468.77775.618307.946549.908133.8324.7649.9549.979.8121369.7235.95987.94526.68506.6654.281692.87274.54172.46668.80609.7611.196513.841465.5213.2722.63124.7966.69213603824102189133120.32103.713.71764.88.031666.51039.64593.4759096804126.75926.77311.86611.91573.912331.39423.6414.484.701.900.7164.7354164.52298.37321.04400.6345138720381.1000.349171.189093.0855693.1925662.2670591.5001981.6322112.4259961078180675304110073812078389101360411918514346461889407.250.37111.228.097.587.8973.674.7129.1223.175.9712.95117.76260.82332.685400.69464.832196.9344.9535.3064.1640.19416.52014.27514.46514.82753.1506.317142.67144.22467.3796.65610.1595.005196.262374344187.84207328593.69582748277.989696956324.90210.88115.41180.56706.638.57672.653291.295518.269118.5222.3645.4645.4311.3924411.5837.431126.69591.39587.8759.291927.04323.45190.43751.05652.6512.916515.085662.1312.5923.60128.1871.48207654327118204137121.12130.014.31807.98.201705.91039.84828.9789937523728.66228.04212.88412.94874.596340.58324.1314.654.771.930.7268.0224173.51508.80561.22500.7531168709771.1640.402361.381333.4229113.5756842.4387711.6141841.7804842.64194897907773126328842010626336635321310430112358400759350.890.32106.817.096.756.8167.434.1424.7221.015.3112.11100.91953.11729.191354.07159.988186.0924.7825.1904.0810.20816.37014.01114.21414.68852.5826.225124.74125.42659.7916.2279.4794.877195.903494176182.91263096589.98550656474.293913335305.41200.75111.07174.44670.9410.46862.563249.033441.284OpenBenchmarking.org

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155H20406080100Min: 39 / Avg: 78.05 / Max: 104Min: 40.75 / Avg: 79.78 / Max: 100.5Min: 44.88 / Avg: 85.42 / Max: 100.63Min: 45 / Avg: 86.81 / Max: 110

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U306090120150Min: 1.84 / Avg: 29.02 / Max: 51.41Min: 3.02 / Avg: 30.52 / Max: 65.66Min: 0.91 / Avg: 38.77 / Max: 60.88Min: 7.71 / Avg: 68.09 / Max: 134.9

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 7.0Encoder: libx265 - Scenario: LiveFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U306090120150SE +/- 0.21, N = 3SE +/- 0.07, N = 3SE +/- 0.66, N = 3SE +/- 0.70, N = 3133.83118.5294.5682.981. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS Per Watt, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: PlatformFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.4860.9721.4581.9442.432.1601.5681.0940.485

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: UploadFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U612182430SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 324.7622.3617.7015.911. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: PlatformFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1122334455SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 349.9545.4634.8631.431. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: Video On DemandFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1122334455SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 349.9745.4334.9231.511. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U3691215SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 15SE +/- 0.04, N = 311.399.815.895.081. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U5K10K15K20K25KSE +/- 51.68, N = 3SE +/- 80.35, N = 3SE +/- 129.12, N = 15SE +/- 123.71, N = 324411.5821369.7212753.049798.941. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Detection FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U918273645SE +/- 0.04, N = 3SE +/- 0.30, N = 3SE +/- 0.14, N = 15SE +/- 0.15, N = 337.4335.9519.1816.941. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U2004006008001000SE +/- 1.66, N = 3SE +/- 1.71, N = 3SE +/- 5.87, N = 15SE +/- 6.12, N = 31126.69987.94630.62501.731. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U130260390520650SE +/- 1.02, N = 3SE +/- 0.65, N = 3SE +/- 2.31, N = 15SE +/- 2.27, N = 3591.39526.68278.66237.121. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Vehicle Bike Detection FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U130260390520650SE +/- 8.02, N = 15SE +/- 6.07, N = 15SE +/- 2.36, N = 15SE +/- 2.10, N = 3587.87506.66237.75207.951. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1326395265SE +/- 0.13, N = 3SE +/- 0.31, N = 3SE +/- 0.19, N = 15SE +/- 0.13, N = 359.2954.2819.7816.431. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U400800120016002000SE +/- 7.30, N = 3SE +/- 6.51, N = 3SE +/- 10.99, N = 15SE +/- 9.60, N = 31927.041692.87978.98763.371. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U70140210280350SE +/- 0.30, N = 3SE +/- 0.49, N = 3SE +/- 1.23, N = 15SE +/- 0.84, N = 3323.45274.54102.7878.621. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 1.85, N = 15SE +/- 0.97, N = 3SE +/- 0.99, N = 15SE +/- 1.09, N = 3190.43172.46116.20101.901. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Re-Identification Retail FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U160320480640800SE +/- 2.27, N = 3SE +/- 3.37, N = 3SE +/- 2.13, N = 14SE +/- 2.10, N = 3751.05668.80241.05210.631. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U140280420560700SE +/- 1.93, N = 3SE +/- 0.64, N = 3SE +/- 3.12, N = 12SE +/- 2.62, N = 3652.65609.76329.35268.791. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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: CrownFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U3691215SE +/- 0.0278, N = 3SE +/- 0.0504, N = 3SE +/- 0.0695, N = 9SE +/- 0.0496, N = 312.916511.19658.66296.6503MIN: 12.7 / MAX: 13.32MIN: 10.99 / MAX: 12.53MIN: 8.33 / MAX: 10.17MIN: 6.48 / MAX: 7.8

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U0.09770.19540.29310.39080.48850.4340.3560.2790.113

x265

OpenBenchmarking.orgFrames Per Second Per Watt, More Is Betterx265 3.6Video Input: Bosphorus 1080pFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.66381.32761.99142.65523.3192.9502.3521.5380.647

OpenBenchmarking.orgFrames Per Second Per Watt, More Is Betterx265 3.6Video Input: Bosphorus 4KFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165U0.11720.23440.35160.46880.5860.5210.4520.4350.145

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U48121620SE +/- 0.0195, N = 3SE +/- 0.0310, N = 3SE +/- 0.1015, N = 7SE +/- 0.0668, N = 315.085613.841410.96718.2818MIN: 14.94 / MAX: 15.35MIN: 13.7 / MAX: 15.24MIN: 10.5 / MAX: 12.41MIN: 8.01 / MAX: 9.49

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 3.6Video Input: Bosphorus 1080pFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1530456075SE +/- 0.46, N = 5SE +/- 0.58, N = 5SE +/- 0.55, N = 15SE +/- 0.58, N = 465.5262.1352.6846.731. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.6Video Input: Bosphorus 4KAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U48121620SE +/- 0.10, N = 12SE +/- 0.10, N = 15SE +/- 0.15, N = 4SE +/- 0.06, N = 313.8613.2712.5910.381. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

TensorFlow

OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: ResNet-50Framework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.15750.3150.47250.630.78750.7000.5940.4930.167

OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: AlexNetFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.95851.9172.87553.8344.79254.2604.0853.0891.024

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: ResNet-50Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U612182430SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 323.6022.6315.1111.98

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: AlexNetFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U306090120150SE +/- 0.46, N = 3SE +/- 0.10, N = 3SE +/- 0.80, N = 15SE +/- 0.94, N = 3128.18124.7994.9072.72

OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: GoogLeNetFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.47790.95581.43371.91162.38952.1241.8991.5170.509

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: GoogLeNetFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1632486480SE +/- 0.27, N = 3SE +/- 0.10, N = 3SE +/- 0.40, N = 8SE +/- 0.20, N = 371.4866.6946.4936.51

GraphicsMagick

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: HWB Color SpaceFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U2468108.7168.0247.3623.505

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: Noise-GaussianFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U0.43040.86081.29121.72162.1521.9131.5871.4800.623

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: EnhancedFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U0.26640.53280.79921.06561.3321.1841.1800.8170.416

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: ResizingFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U1.32822.65643.98465.31286.6415.9034.7724.2311.774

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: RotateFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165U369121510.0659.9218.6945.416

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: SharpenAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U0.21130.42260.63390.84521.05650.9390.7480.5270.372

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: HWB Color SpaceAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS50100150200250SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 32272172132071. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Noise-GaussianFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1530456075SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.43, N = 15SE +/- 0.58, N = 3656051441. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: EnhancedFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1020304050SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.43, N = 15SE +/- 0.24, N = 9433838291. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: SharpenAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840U714212835SE +/- 0.33, N = 15SE +/- 0.00, N = 3SE +/- 0.18, N = 13SE +/- 0.00, N = 3312726241. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: SwirlFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.77, N = 15SE +/- 1.00, N = 311810290731. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: ResizingFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 1.41, N = 6SE +/- 1.00, N = 32041891521291. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: RotateLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U50100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.58, N = 32412241371331. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression SpeedLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155H306090120150SE +/- 1.44, N = 4SE +/- 0.35, N = 3SE +/- 0.48, N = 3SE +/- 2.30, N = 14128.1121.1120.3113.91. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression SpeedFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H5001000150020002500SE +/- 7.09, N = 3SE +/- 5.92, N = 3SE +/- 7.86, N = 4SE +/- 8.52, N = 142130.02103.71870.21862.71. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression SpeedFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H48121620SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 1514.3013.7010.109.981. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression SpeedFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U400800120016002000SE +/- 3.77, N = 3SE +/- 2.82, N = 3SE +/- 4.67, N = 15SE +/- 3.75, N = 31807.91764.81640.51597.91. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression SpeedFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 5SE +/- 0.06, N = 38.208.036.195.891. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression SpeedFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U400800120016002000SE +/- 2.61, N = 3SE +/- 3.84, N = 3SE +/- 13.53, N = 3SE +/- 8.80, N = 51705.91666.51536.11472.21. (CC) gcc options: -O3 -pthread -lz -llzma

srsRAN Project

OpenBenchmarking.orgMbps Per Watt, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U81624324036.68433.50819.9048.429

OpenBenchmarking.orgMbps Per Watt, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200162.34152.82108.7841.20

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U2004006008001000SE +/- 0.02, N = 5SE +/- 0.04, N = 5SE +/- 11.26, N = 15SE +/- 7.77, N = 151039.81039.6619.8585.8-mavx512f -mavx512cd -mavx512bw -mavx512dq - MIN: 637 / MAX: 1039.9-mavx512f -mavx512cd -mavx512bw -mavx512dq - MIN: 636.5 / MAX: 1039.7MIN: 350.2 / MAX: 738MIN: 318.2 / MAX: 6431. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -fno-trapping-math -fno-math-errno -ldl

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U10002000300040005000SE +/- 9.32, N = 5SE +/- 18.33, N = 5SE +/- 27.18, N = 15SE +/- 53.29, N = 154828.94593.43353.82919.5-mavx512f -mavx512cd -mavx512bw -mavx512dq-mavx512f -mavx512cd -mavx512bw -mavx512dq1. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -fno-trapping-math -fno-math-errno -ldl

7-Zip Compression

OpenBenchmarking.orgMIPS Per Watt, More Is Better7-Zip Compression 22.01Test: Decompression RatingFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U50010001500200025002283.252159.581490.64507.72

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U20K40K60K80K100KSE +/- 114.90, N = 3SE +/- 483.83, N = 3SE +/- 453.55, N = 14SE +/- 413.98, N = 3789937590969906588151. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U16K32K48K64K80KSE +/- 247.64, N = 3SE +/- 169.98, N = 3SE +/- 550.54, N = 14SE +/- 822.60, N = 3752376804145685358321. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

JPEG-XL libjxl

OpenBenchmarking.orgMP/s Per Watt, More Is BetterJPEG-XL libjxl 0.10.1Input: PNG - Quality: 100Framework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U0.08550.1710.25650.3420.42750.3800.3290.2770.124

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: JPEG - Quality: 90Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U714212835SE +/- 0.30, N = 3SE +/- 0.14, N = 3SE +/- 0.18, N = 15SE +/- 0.14, N = 328.6626.7621.5318.021. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: PNG - Quality: 90Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U714212835SE +/- 0.23, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 15SE +/- 0.21, N = 428.0426.7721.1117.621. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

JPEG-XL Decoding libjxl

OpenBenchmarking.orgMP/s Per Watt, More Is BetterJPEG-XL Decoding libjxl 0.10.1CPU Threads: 1Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1.17682.35363.53044.70725.8845.2304.7463.3441.769

JPEG-XL libjxl

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

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: JPEG - Quality: 100Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U3691215SE +/- 0.022, N = 3SE +/- 0.021, N = 3SE +/- 0.106, N = 15SE +/- 0.126, N = 312.88411.86610.2938.7961. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

JPEG-XL Decoding libjxl

OpenBenchmarking.orgMP/s Per Watt, More Is BetterJPEG-XL Decoding libjxl 0.10.1CPU Threads: AllFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U369121512.33510.8167.3134.221

JPEG-XL libjxl

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

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: PNG - Quality: 100Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U3691215SE +/- 0.018, N = 3SE +/- 0.009, N = 3SE +/- 0.106, N = 15SE +/- 0.115, N = 312.94811.91510.4118.8201. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

WebP Image Encode

OpenBenchmarking.orgMP/s Per Watt, More Is BetterWebP Image Encode 1.4Encode Settings: DefaultFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.95631.91262.86893.82524.78154.2503.5022.0870.961

JPEG-XL Decoding libjxl

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

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL Decoding libjxl 0.10.1CPU Threads: 1Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H20406080100SE +/- 0.96, N = 3SE +/- 0.16, N = 3SE +/- 0.31, N = 3SE +/- 0.52, N = 374.6073.9171.8570.58

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL Decoding libjxl 0.10.1CPU Threads: AllFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H70140210280350SE +/- 0.36, N = 3SE +/- 1.25, N = 3SE +/- 2.27, N = 14SE +/- 2.26, N = 15340.58331.39288.92239.29

WebP Image Encode

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: DefaultFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H612182430SE +/- 0.05, N = 12SE +/- 0.03, N = 12SE +/- 0.08, N = 12SE +/- 0.06, N = 1224.1323.6421.0620.941. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H48121620SE +/- 0.03, N = 11SE +/- 0.01, N = 11SE +/- 0.03, N = 11SE +/- 0.04, N = 1114.6514.4813.5913.431. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, Highest CompressionFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1.07332.14663.21994.29325.3665SE +/- 0.01, N = 7SE +/- 0.01, N = 7SE +/- 0.02, N = 7SE +/- 0.02, N = 74.774.704.214.201. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, LosslessFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H0.43430.86861.30291.73722.1715SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 0.01, N = 41.931.901.861.831. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, Lossless, Highest CompressionFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H0.1620.3240.4860.6480.81SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.720.710.680.661. (CC) gcc options: -fvisibility=hidden -O2 -lm

ASTC Encoder

OpenBenchmarking.orgMT/s Per Watt, More Is BetterASTC Encoder 4.7Preset: FastFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U1.22762.45523.68284.91046.1385.4564.1533.5841.458

OpenBenchmarking.orgMT/s Per Watt, More Is BetterASTC Encoder 4.7Preset: MediumFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U0.50361.00721.51082.01442.5182.2381.7231.5770.585

OpenBenchmarking.orgMT/s Per Watt, More Is BetterASTC Encoder 4.7Preset: Very ThoroughFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U0.00720.01440.02160.02880.0360.0320.0280.0210.009

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: MediumFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1530456075SE +/- 0.04, N = 3SE +/- 0.27, N = 3SE +/- 0.53, N = 3SE +/- 0.20, N = 368.0264.7461.4540.971. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s Per Watt, More Is BetterASTC Encoder 4.7Preset: ExhaustiveFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U0.00430.00860.01290.01720.02150.0190.0170.0130.006

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: FastFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 0.35, N = 3SE +/- 0.88, N = 3SE +/- 2.02, N = 3SE +/- 0.92, N = 3173.52164.52152.06103.811. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s Per Watt, More Is BetterASTC Encoder 4.7Preset: ThoroughFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U0.06010.12020.18030.24040.30050.2670.2390.1630.079

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ThoroughFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U246810SE +/- 0.0029, N = 3SE +/- 0.0396, N = 3SE +/- 0.0925, N = 4SE +/- 0.0316, N = 38.80568.37328.15115.44031. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: Very ThoroughFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.27560.55120.82681.10241.378SE +/- 0.0016, N = 3SE +/- 0.0018, N = 3SE +/- 0.0115, N = 9SE +/- 0.0061, N = 61.22501.04400.90360.64991. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ExhaustiveFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.16940.33880.50820.67760.847SE +/- 0.0003, N = 3SE +/- 0.0006, N = 3SE +/- 0.0061, N = 5SE +/- 0.0041, N = 30.75310.63450.54490.39261. (CXX) g++ options: -O3 -flto -pthread

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 1024 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 16.1Chess BenchmarkFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4M8M12M16M20MSE +/- 91505.66, N = 3SE +/- 38079.47, N = 3SE +/- 409767.78, N = 6SE +/- 67483.57, N = 31687097713872038105280727284809-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 -funroll-loops -msse -msse3 -mpopcnt -mavx2 -mbmi -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto-partition=one -flto=jobserver

GROMACS

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.00770.01540.02310.03080.03850.0340.0310.0260.010

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.26190.52380.78571.04761.3095SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 31.1641.1000.7940.7291. (CXX) g++ options: -O3 -lm

NAMD

OpenBenchmarking.orgns/day Per Watt, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 AtomsFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.00830.01660.02490.03320.04150.0370.0320.0140.006

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 AtomsFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.09050.1810.27150.3620.4525SE +/- 0.00025, N = 3SE +/- 0.00013, N = 3SE +/- 0.00003, N = 3SE +/- 0.00049, N = 30.402360.349170.140780.12659

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 AtomsFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.31080.62160.93241.24321.554SE +/- 0.00786, N = 3SE +/- 0.00165, N = 3SE +/- 0.00072, N = 3SE +/- 0.00034, N = 31.381331.189090.453360.41356

Stargate Digital Audio Workstation

OpenBenchmarking.orgRender Ratio Per Watt, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 512Framework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U0.02230.04460.06690.08920.11150.0990.0910.0690.032

OpenBenchmarking.orgRender Ratio Per Watt, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 1024Framework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U0.0230.0460.0690.0920.1150.1020.0980.0720.034

OpenBenchmarking.orgRender Ratio Per Watt, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 512Framework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U0.01620.03240.04860.06480.0810.0720.0630.0500.023

OpenBenchmarking.orgRender Ratio Per Watt, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 1024Framework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U0.01730.03460.05190.06920.08650.0770.0720.0530.025

OpenBenchmarking.orgRender Ratio Per Watt, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 512Framework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U0.01060.02120.03180.04240.0530.0470.0420.0340.015

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 512Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.77021.54042.31063.08083.851SE +/- 0.000882, N = 3SE +/- 0.006120, N = 3SE +/- 0.021774, N = 15SE +/- 0.021672, N = 33.4229113.0855692.8981392.2166011. (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: 44100 - Buffer Size: 1024Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.80451.6092.41353.2184.0225SE +/- 0.020144, N = 3SE +/- 0.004444, N = 3SE +/- 0.022005, N = 15SE +/- 0.021766, N = 33.5756843.1925663.1021472.3645351. (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: 512Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.54871.09741.64612.19482.7435SE +/- 0.001256, N = 3SE +/- 0.002827, N = 3SE +/- 0.024247, N = 3SE +/- 0.011851, N = 32.4387712.2670592.0444021.5880571. (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: 512Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.36320.72641.08961.45281.816SE +/- 0.001234, N = 3SE +/- 0.001795, N = 3SE +/- 0.006635, N = 3SE +/- 0.002214, N = 31.6141841.5001981.3426131.0363511. (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: 1024Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.40060.80121.20181.60242.003SE +/- 0.006889, N = 3SE +/- 0.000508, N = 3SE +/- 0.008395, N = 3SE +/- 0.003894, N = 31.7804841.6322111.5316811.1695981. (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: 1024Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.59441.18881.78322.37762.972SE +/- 0.006688, N = 3SE +/- 0.001207, N = 3SE +/- 0.017344, N = 10SE +/- 0.010674, N = 32.6419482.4259962.2539171.7183151. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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 SuiteAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS300K600K900K1200K1500KSE +/- 5153.34, N = 3SE +/- 13427.42, N = 3SE +/- 11910.62, N = 3SE +/- 5793.21, N = 3120013011952731078180979077

Timed Linux Kernel Compilation

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U39.074.392.0Framework 13 - Ryzen 7 7840U45.084.393.9Acer Swift 14 - Core Ultra 7 155H46.085.5103.0Framework 16 - Ryzen 7 7840HS40.892.6100.3OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.8CPU Temperature Monitor20406080100

Timed FFmpeg Compilation

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U51.076.991.0Framework 13 - Ryzen 7 7840U52.586.099.4Acer Swift 14 - Core Ultra 7 155H55.087.2105.0Framework 16 - Ryzen 7 7840HS45.391.4100.4OpenBenchmarking.orgCelsius, Fewer Is BetterTimed FFmpeg Compilation 7.0CPU Temperature Monitor20406080100

Timed Mesa Compilation

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U53.077.892.0Framework 13 - Ryzen 7 7840U53.185.896.9Acer Swift 14 - Core Ultra 7 155H57.086.3105.0Framework 16 - Ryzen 7 7840HS45.990.0100.3OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Mesa Compilation 24.0CPU Temperature Monitor20406080100

Timed Godot Game Engine Compilation

OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Temperature MonitorLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS20406080100Min: 54 / Avg: 79.57 / Max: 95Min: 58 / Avg: 85.16 / Max: 103Min: 54.63 / Avg: 85.28 / Max: 95.5Min: 47.13 / Avg: 96.27 / Max: 100.5

Timed PHP Compilation

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U52.076.693.0Framework 16 - Ryzen 7 7840HS43.682.2100.3Acer Swift 14 - Core Ultra 7 155H54.085.5104.0Framework 13 - Ryzen 7 7840U52.187.6100.1OpenBenchmarking.orgCelsius, Fewer Is BetterTimed PHP Compilation 8.3.4CPU Temperature Monitor20406080100

WireGuard + Linux Networking Stack Stress Test

MinAvgMaxFramework 16 - Ryzen 7 7840HS47.377.186.9Lenovo T14 Gen5 - Core Ultra 7 165U55.080.292.0Acer Swift 14 - Core Ultra 7 155H54.085.9104.0Framework 13 - Ryzen 7 7840U54.389.296.3OpenBenchmarking.orgCelsius, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestCPU Temperature Monitor20406080100

Darktable

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U55.074.0100.0OpenBenchmarking.orgCelsius, Fewer Is BetterDarktableCPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U53.064.588.0OpenBenchmarking.orgCelsius, Fewer Is BetterDarktableCPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U50.063.188.0OpenBenchmarking.orgCelsius, Fewer Is BetterDarktableCPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U45.047.654.0OpenBenchmarking.orgCelsius, Fewer Is BetterDarktableCPU Temperature Monitor1530456075

GIMP

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U44.058.082.0OpenBenchmarking.orgCelsius, Fewer Is BetterGIMPCPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U46.061.174.0OpenBenchmarking.orgCelsius, Fewer Is BetterGIMPCPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U48.052.063.0OpenBenchmarking.orgCelsius, Fewer Is BetterGIMPCPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U45.053.367.0OpenBenchmarking.orgCelsius, Fewer Is BetterGIMPCPU Temperature Monitor20406080100

RawTherapee

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U44.071.790.0Framework 16 - Ryzen 7 7840HS44.080.592.0Acer Swift 14 - Core Ultra 7 155H49.082.4103.0Framework 13 - Ryzen 7 7840U52.993.399.5OpenBenchmarking.orgCelsius, Fewer Is BetterRawTherapeeCPU Temperature Monitor20406080100

GNU Octave Benchmark

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U49.054.566.0OpenBenchmarking.orgCelsius, Fewer Is BetterGNU Octave BenchmarkCPU Temperature Monitor20406080100

Blender

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U47.079.090.0Acer Swift 14 - Core Ultra 7 155H49.087.4105.0Framework 13 - Ryzen 7 7840U51.889.695.0Framework 16 - Ryzen 7 7840HS42.898.3100.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.1CPU Temperature Monitor20406080100

OSPRay Studio

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U53.078.694.0Acer Swift 14 - Core Ultra 7 155H59.086.8107.0Framework 13 - Ryzen 7 7840U54.486.995.9Framework 16 - Ryzen 7 7840HS46.593.0100.1OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 1.0CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U55.079.891.0Framework 13 - Ryzen 7 7840U55.087.095.8Acer Swift 14 - Core Ultra 7 155H59.087.8107.0Framework 16 - Ryzen 7 7840HS47.193.7100.0OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 1.0CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U55.079.392.0Framework 13 - Ryzen 7 7840U54.586.596.5Acer Swift 14 - Core Ultra 7 155H58.086.8106.0Framework 16 - Ryzen 7 7840HS47.888.6100.0OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 1.0CPU Temperature Monitor20406080100

OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 1.0CPU Temperature MonitorLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS20406080100Min: 56 / Avg: 81.39 / Max: 92Min: 58 / Avg: 86.89 / Max: 107Min: 54.88 / Avg: 87.45 / Max: 94.38Min: 47.25 / Avg: 98.07 / Max: 100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U55.079.994.0Framework 13 - Ryzen 7 7840U54.886.494.4Acer Swift 14 - Core Ultra 7 155H58.087.7106.0Framework 16 - Ryzen 7 7840HS48.191.0100.0OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 1.0CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U55.080.793.0Framework 13 - Ryzen 7 7840U54.586.794.4Acer Swift 14 - Core Ultra 7 155H58.087.4107.0Framework 16 - Ryzen 7 7840HS47.994.7100.0OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 1.0CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U55.079.092.0Framework 13 - Ryzen 7 7840U54.386.395.0Acer Swift 14 - Core Ultra 7 155H58.087.1107.0Framework 16 - Ryzen 7 7840HS48.192.9100.0OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 1.0CPU Temperature Monitor20406080100

OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 1.0CPU Temperature MonitorLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HS20406080100Min: 55 / Avg: 80.77 / Max: 93Min: 54 / Avg: 86.48 / Max: 94.75Min: 58 / Avg: 87.38 / Max: 107Min: 47.75 / Avg: 98.29 / Max: 100

libavif avifenc

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U53.076.192.0Acer Swift 14 - Core Ultra 7 155H58.087.5107.0Framework 16 - Ryzen 7 7840HS48.091.3100.0Framework 13 - Ryzen 7 7840U53.191.8100.0OpenBenchmarking.orgCelsius, Fewer Is Betterlibavif avifenc 1.0CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U49.075.792.0Framework 16 - Ryzen 7 7840HS43.088.3100.0Acer Swift 14 - Core Ultra 7 155H55.089.2109.0Framework 13 - Ryzen 7 7840U53.191.7100.0OpenBenchmarking.orgCelsius, Fewer Is Betterlibavif avifenc 1.0CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U50.074.490.0Framework 16 - Ryzen 7 7840HS44.074.895.5Acer Swift 14 - Core Ultra 7 155H55.084.6106.0Framework 13 - Ryzen 7 7840U53.685.199.4OpenBenchmarking.orgCelsius, Fewer Is Betterlibavif avifenc 1.0CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U54.075.391.0Framework 16 - Ryzen 7 7840HS46.078.297.8Acer Swift 14 - Core Ultra 7 155H58.085.9110.0Framework 13 - Ryzen 7 7840U56.387.999.6OpenBenchmarking.orgCelsius, Fewer Is Betterlibavif avifenc 1.0CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U52.064.987.0Framework 16 - Ryzen 7 7840HS46.366.786.0Acer Swift 14 - Core Ultra 7 155H59.074.6100.0Framework 13 - Ryzen 7 7840U56.080.596.6OpenBenchmarking.orgCelsius, Fewer Is Betterlibavif avifenc 1.0CPU Temperature Monitor20406080100

SPECFEM3D

MinAvgMaxFramework 16 - Ryzen 7 7840HS44.465.373.3Lenovo T14 Gen5 - Core Ultra 7 165U47.078.698.0Framework 13 - Ryzen 7 7840U55.886.694.6Acer Swift 14 - Core Ultra 7 155H52.087.8107.0OpenBenchmarking.orgCelsius, Fewer Is BetterSPECFEM3D 4.1.1CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS43.865.273.1Lenovo T14 Gen5 - Core Ultra 7 165U55.079.497.0Framework 13 - Ryzen 7 7840U54.483.889.4Acer Swift 14 - Core Ultra 7 155H58.087.1106.0OpenBenchmarking.orgCelsius, Fewer Is BetterSPECFEM3D 4.1.1CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS44.463.173.6Lenovo T14 Gen5 - Core Ultra 7 165U54.079.397.0Framework 13 - Ryzen 7 7840U54.981.587.3Acer Swift 14 - Core Ultra 7 155H59.087.8110.0OpenBenchmarking.orgCelsius, Fewer Is BetterSPECFEM3D 4.1.1CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS44.163.271.0Lenovo T14 Gen5 - Core Ultra 7 165U55.079.297.0Framework 13 - Ryzen 7 7840U54.381.887.8Acer Swift 14 - Core Ultra 7 155H58.087.1107.0OpenBenchmarking.orgCelsius, Fewer Is BetterSPECFEM3D 4.1.1CPU Temperature Monitor20406080100

OpenRadioss

MinAvgMaxFramework 16 - Ryzen 7 7840HS44.165.973.4Lenovo T14 Gen5 - Core Ultra 7 165U55.079.298.0Framework 13 - Ryzen 7 7840U54.684.892.4Acer Swift 14 - Core Ultra 7 155H59.087.6107.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS44.363.068.3Lenovo T14 Gen5 - Core Ultra 7 165U54.079.598.0Framework 13 - Ryzen 7 7840U54.480.387.6Acer Swift 14 - Core Ultra 7 155H58.086.8103.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS43.962.368.4Lenovo T14 Gen5 - Core Ultra 7 165U56.079.698.0Framework 13 - Ryzen 7 7840U54.480.287.6Acer Swift 14 - Core Ultra 7 155H58.086.6105.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS43.864.972.9Lenovo T14 Gen5 - Core Ultra 7 165U55.079.795.0Framework 13 - Ryzen 7 7840U53.685.194.1Acer Swift 14 - Core Ultra 7 155H59.087.3107.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature Monitor20406080100

RNNoise

MinAvgMaxFramework 16 - Ryzen 7 7840HS44.149.152.1Lenovo T14 Gen5 - Core Ultra 7 165U49.057.668.0Acer Swift 14 - Core Ultra 7 155H57.066.184.0Framework 13 - Ryzen 7 7840U55.176.786.3OpenBenchmarking.orgCelsius, Fewer Is BetterRNNoise 0.2CPU Temperature Monitor20406080100

C-Ray

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U53.078.9100.0Framework 13 - Ryzen 7 7840U54.888.596.6Acer Swift 14 - Core Ultra 7 155H59.089.9110.0Framework 16 - Ryzen 7 7840HS46.596.8100.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U51.078.299.0Framework 13 - Ryzen 7 7840U54.589.298.4Acer Swift 14 - Core Ultra 7 155H58.090.1109.0Framework 16 - Ryzen 7 7840HS46.098.1100.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100

OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature MonitorLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HS20406080100Min: 51 / Avg: 78.13 / Max: 99Min: 54.13 / Avg: 89.22 / Max: 98Min: 58 / Avg: 90.33 / Max: 110Min: 42.38 / Avg: 98.8 / Max: 100.13

OpenVINO

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U56.082.7102.0Framework 13 - Ryzen 7 7840U54.984.593.1Framework 16 - Ryzen 7 7840HS45.186.593.5Acer Swift 14 - Core Ultra 7 155H58.089.2109.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2024.0CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U56.081.596.0Framework 13 - Ryzen 7 7840U54.983.891.8Acer Swift 14 - Core Ultra 7 155H66.086.7104.0Framework 16 - Ryzen 7 7840HS46.688.294.4OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2024.0CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS47.471.374.5Lenovo T14 Gen5 - Core Ultra 7 165U56.083.3104.0Framework 13 - Ryzen 7 7840U54.383.591.8Acer Swift 14 - Core Ultra 7 155H59.089.1108.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2024.0CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U55.083.7100.0Framework 13 - Ryzen 7 7840U55.884.493.6Framework 16 - Ryzen 7 7840HS45.485.991.3Acer Swift 14 - Core Ultra 7 155H58.089.7109.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2024.0CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS46.579.984.3Lenovo T14 Gen5 - Core Ultra 7 165U56.082.7100.0Framework 13 - Ryzen 7 7840U54.883.792.9Acer Swift 14 - Core Ultra 7 155H58.089.1106.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2024.0CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS46.180.387.6Lenovo T14 Gen5 - Core Ultra 7 165U55.082.7104.0Framework 13 - Ryzen 7 7840U54.684.693.4Acer Swift 14 - Core Ultra 7 155H58.089.4109.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2024.0CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS46.376.582.5Framework 13 - Ryzen 7 7840U55.083.390.3Lenovo T14 Gen5 - Core Ultra 7 165U56.083.8104.0Acer Swift 14 - Core Ultra 7 155H58.090.1108.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2024.0CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS46.082.786.9Lenovo T14 Gen5 - Core Ultra 7 165U56.083.098.0Framework 13 - Ryzen 7 7840U54.884.390.5Acer Swift 14 - Core Ultra 7 155H58.088.1106.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2024.0CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U56.083.6100.0Framework 13 - Ryzen 7 7840U54.983.890.1Framework 16 - Ryzen 7 7840HS46.587.697.4Acer Swift 14 - Core Ultra 7 155H59.087.8109.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2024.0CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS47.576.283.1Lenovo T14 Gen5 - Core Ultra 7 165U56.083.2103.0Framework 13 - Ryzen 7 7840U54.984.892.1Acer Swift 14 - Core Ultra 7 155H58.088.2107.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2024.0CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS45.982.087.9Framework 13 - Ryzen 7 7840U55.383.990.4Lenovo T14 Gen5 - Core Ultra 7 165U56.084.2101.0Acer Swift 14 - Core Ultra 7 155H58.088.5107.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2024.0CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS46.576.081.1Lenovo T14 Gen5 - Core Ultra 7 165U57.083.0101.0Framework 13 - Ryzen 7 7840U54.583.390.4Acer Swift 14 - Core Ultra 7 155H58.086.7106.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2024.0CPU Temperature Monitor20406080100

PyBench

MinAvgMaxLenovo T14 Gen5 - Core Ultra 7 165U51.056.668.0Framework 16 - Ryzen 7 7840HS41.862.774.8Acer Swift 14 - Core Ultra 7 155H52.065.178.0Framework 13 - Ryzen 7 7840U51.683.091.3OpenBenchmarking.orgCelsius, Fewer Is BetterPyBench 2018-02-16CPU Temperature Monitor20406080100

Darktable

MinAvgMaxFramework 16 - Ryzen 7 7840HS46.368.686.0Framework 13 - Ryzen 7 7840U53.882.095.6Acer Swift 14 - Core Ultra 7 155H58.085.0110.0OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 3.8.1CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS45.162.973.9Acer Swift 14 - Core Ultra 7 155H58.075.4100.0Framework 13 - Ryzen 7 7840U55.881.594.5OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 3.8.1CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS45.060.269.9Acer Swift 14 - Core Ultra 7 155H53.068.698.0Framework 13 - Ryzen 7 7840U55.575.391.0OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 3.8.1CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS44.948.753.8Acer Swift 14 - Core Ultra 7 155H50.052.770.0Framework 13 - Ryzen 7 7840U50.555.262.3OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 3.8.1CPU Temperature Monitor20406080100

GIMP

MinAvgMaxFramework 16 - Ryzen 7 7840HS42.363.370.1Acer Swift 14 - Core Ultra 7 155H48.070.293.0Framework 13 - Ryzen 7 7840U46.374.285.0OpenBenchmarking.orgCelsius, Fewer Is BetterGIMP 2.10.30CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS45.164.070.1Acer Swift 14 - Core Ultra 7 155H52.074.692.0Framework 13 - Ryzen 7 7840U54.478.387.5OpenBenchmarking.orgCelsius, Fewer Is BetterGIMP 2.10.30CPU Temperature Monitor20406080100

MinAvgMaxFramework 16 - Ryzen 7 7840HS44.861.667.5Acer Swift 14 - Core Ultra 7 155H53.062.183.0Framework 13 - Ryzen 7 7840U56.675.180.8OpenBenchmarking.orgCelsius, Fewer Is BetterGIMP 2.10.30CPU Temperature Monitor20406080100

MinAvgMaxAcer Swift 14 - Core Ultra 7 155H49.065.284.0Framework 16 - Ryzen 7 7840HS43.665.874.4Framework 13 - Ryzen 7 7840U52.475.883.6OpenBenchmarking.orgCelsius, Fewer Is BetterGIMP 2.10.30CPU Temperature Monitor20406080100

GNU Octave Benchmark

MinAvgMaxFramework 16 - Ryzen 7 7840HS45.162.574.0Acer Swift 14 - Core Ultra 7 155H55.065.684.0Framework 13 - Ryzen 7 7840U56.472.082.1OpenBenchmarking.orgCelsius, Fewer Is BetterGNU Octave Benchmark 6.4.0CPU Temperature Monitor20406080100

OpenRadioss

OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature MonitorFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155H20406080100Min: 41.88 / Avg: 64.73 / Max: 70Min: 54.13 / Avg: 80.68 / Max: 89.13Min: 57 / Avg: 86.74 / Max: 105

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 TimesFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HS160320480640800SE +/- 1.66, N = 4SE +/- 4.21, N = 4SE +/- 5.34, N = 10SE +/- 3.76, N = 3675684689731

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 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U13002600390052006500SE +/- 2.03, N = 3SE +/- 2.08, N = 3SE +/- 31.33, N = 11SE +/- 39.52, N = 152632304142726195

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U40K80K120K160K200KSE +/- 286.38, N = 3SE +/- 159.94, N = 3SE +/- 1231.06, N = 3SE +/- 521.40, N = 388420100738138988201181

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U5K10K15K20K25KSE +/- 66.34, N = 3SE +/- 19.94, N = 3SE +/- 203.50, N = 15SE +/- 217.90, N = 710626120781651424325

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U200K400K600K800K1000KSE +/- 963.75, N = 3SE +/- 331.58, N = 3SE +/- 1495.52, N = 3SE +/- 1790.16, N = 3336635389101550751796104

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U16003200480064008000SE +/- 9.07, N = 3SE +/- 2.96, N = 3SE +/- 46.53, N = 7SE +/- 87.41, N = 43213360449677423

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U50K100K150K200K250KSE +/- 113.18, N = 3SE +/- 146.93, N = 3SE +/- 1023.89, N = 3SE +/- 2952.83, N = 3104301119185163862236974

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U7K14K21K28K35KSE +/- 39.70, N = 3SE +/- 18.55, N = 3SE +/- 157.18, N = 15SE +/- 406.57, N = 312358143461955631290

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U200K400K600K800K1000KSE +/- 1015.14, N = 3SE +/- 668.81, N = 3SE +/- 1321.84, N = 3SE +/- 897.27, N = 3400759461889645719954046

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U30060090012001500SE +/- 0.82, N = 3SE +/- 0.71, N = 3SE +/- 10.65, N = 15SE +/- 9.04, N = 3350.89407.251183.001366.37MIN: 320.74 / MAX: 373.41MIN: 345.86 / MAX: 454.44MIN: 543.01 / MAX: 1811.83MIN: 1004.65 / MAX: 2774.661. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H0.2970.5940.8911.1881.485SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 150.320.370.901.32MIN: 0.2 / MAX: 32.76MIN: 0.19 / MAX: 9.82MIN: 0.37 / MAX: 8.72MIN: 0.37 / MAX: 73.111. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Detection FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U90180270360450SE +/- 0.10, N = 3SE +/- 0.92, N = 3SE +/- 2.60, N = 15SE +/- 3.92, N = 3106.81111.22364.35411.79MIN: 75.27 / MAX: 120.95MIN: 61.34 / MAX: 169.58MIN: 173.71 / MAX: 494.67MIN: 297.71 / MAX: 796.691. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H612182430SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.22, N = 3SE +/- 0.25, N = 157.098.0917.9326.97MIN: 3.57 / MAX: 37.91MIN: 3.95 / MAX: 72.52MIN: 10.03 / MAX: 33.12MIN: 12.17 / MAX: 45.731. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U714212835SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.21, N = 15SE +/- 0.28, N = 36.757.5825.1129.50MIN: 3.56 / MAX: 19.21MIN: 3.84 / MAX: 21.11MIN: 11.08 / MAX: 44.94MIN: 13.14 / MAX: 62.171. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Vehicle Bike Detection FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U816243240SE +/- 0.09, N = 15SE +/- 0.09, N = 15SE +/- 0.29, N = 15SE +/- 0.33, N = 36.817.8929.4433.63MIN: 4 / MAX: 34.44MIN: 4.74 / MAX: 74.93MIN: 13.55 / MAX: 64.14MIN: 20.05 / MAX: 68.261. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U90180270360450SE +/- 0.15, N = 3SE +/- 0.43, N = 3SE +/- 3.43, N = 15SE +/- 3.28, N = 367.4373.67353.42424.90MIN: 31.65 / MAX: 80.79MIN: 38.73 / MAX: 86.33MIN: 144.51 / MAX: 495.53MIN: 285.23 / MAX: 787.961. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H48121620SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.15, N = 3SE +/- 0.19, N = 154.144.7111.7817.38MIN: 2.3 / MAX: 36.68MIN: 2.72 / MAX: 16.16MIN: 7.31 / MAX: 24.81MIN: 8.92 / MAX: 29.531. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H4080120160200SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 1.22, N = 3SE +/- 1.94, N = 1524.7229.12114.38165.49MIN: 18.25 / MAX: 40.91MIN: 71.25 / MAX: 185.83MIN: 87.16 / MAX: 226.931. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1530456075SE +/- 0.20, N = 15SE +/- 0.13, N = 3SE +/- 0.49, N = 15SE +/- 0.73, N = 321.0123.1760.2368.67MIN: 9.72 / MAX: 58.15MIN: 11.05 / MAX: 84.85MIN: 27.81 / MAX: 98.42MIN: 43.2 / MAX: 136.41. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Re-Identification Retail FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U816243240SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.24, N = 14SE +/- 0.32, N = 35.315.9729.0333.20MIN: 3.05 / MAX: 37.24MIN: 3.6 / MAX: 16.07MIN: 15.72 / MAX: 47.41MIN: 16.94 / MAX: 67.991. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H1224364860SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.33, N = 3SE +/- 0.45, N = 1212.1112.9533.4151.57MIN: 7.37 / MAX: 28.53MIN: 7.74 / MAX: 28.75MIN: 19.68 / MAX: 53.92MIN: 20.89 / MAX: 72.631. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 6.8Build: defconfigFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U306090120150SE +/- 0.68, N = 3SE +/- 0.25, N = 3SE +/- 0.95, N = 3SE +/- 0.38, N = 3100.92117.76125.96152.66

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 7.0Time To CompileFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U20406080100SE +/- 0.20, N = 3SE +/- 0.18, N = 3SE +/- 0.92, N = 3SE +/- 0.70, N = 353.1260.8266.8878.10

Timed Mesa Compilation

This test profile times how long it takes to compile Mesa with Meson/Ninja. For minimizing build dependencies and avoid versioning conflicts, test this is just the core Mesa build without LLVM or the extra Gallium3D/Mesa drivers enabled. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 24.0Time To CompileFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1020304050SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.29, N = 15SE +/- 0.45, N = 529.1932.6937.1242.47

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 CompileFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U120240360480600SE +/- 0.06, N = 3SE +/- 1.25, N = 3SE +/- 0.28, N = 3SE +/- 0.52, N = 3354.07400.69446.02534.43

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 8.3.4Time To CompileFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U20406080100SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.58, N = 3SE +/- 0.65, N = 359.9964.8373.2280.75

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 TestLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155H4080120160200SE +/- 1.70, N = 3SE +/- 0.69, N = 3SE +/- 1.10, N = 3SE +/- 6.45, N = 12174.67186.09196.93198.99

Darktable

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

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Boat - Acceleration: CPU-onlyFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1.33672.67344.01015.34686.6835SE +/- 0.010, N = 7SE +/- 0.011, N = 7SE +/- 0.034, N = 14SE +/- 0.047, N = 64.7824.9535.2295.941

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Masskrug - Acceleration: CPU-onlyAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165U1.28162.56323.84485.12646.408SE +/- 0.034, N = 10SE +/- 0.012, N = 7SE +/- 0.011, N = 7SE +/- 0.034, N = 64.3515.1905.3065.696

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Room - Acceleration: CPU-onlyAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U0.93691.87382.81073.74764.6845SE +/- 0.025, N = 15SE +/- 0.023, N = 7SE +/- 0.012, N = 7SE +/- 0.010, N = 72.8763.8394.0814.164

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Rack - Acceleration: CPU-onlyFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U0.07340.14680.22020.29360.367SE +/- 0.000, N = 13SE +/- 0.000, N = 13SE +/- 0.006, N = 15SE +/- 0.002, N = 150.1940.2080.2150.326

GIMP

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: unsharp-maskFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H48121620SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 316.3716.5217.3417.77

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: resizeFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U510152025SE +/- 0.02, N = 4SE +/- 0.03, N = 4SE +/- 0.15, N = 3SE +/- 0.06, N = 314.0114.2819.6221.60

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: rotateAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840U48121620SE +/- 0.01, N = 4SE +/- 0.02, N = 4SE +/- 0.05, N = 4SE +/- 0.02, N = 414.1714.2114.3014.47

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: auto-levelsFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H48121620SE +/- 0.04, N = 4SE +/- 0.01, N = 4SE +/- 0.08, N = 4SE +/- 0.03, N = 414.6914.8314.8614.88

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 TimeFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1428425670SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.66, N = 3SE +/- 0.21, N = 352.5853.1556.8464.341. RawTherapee, version 5.8, command line.

GNU Octave Benchmark

This test profile measures how long it takes to complete several reference GNU Octave files via octave-benchmark. GNU Octave is used for numerical computations and is an open-source alternative to MATLAB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 6.4.0Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H246810SE +/- 0.025, N = 7SE +/- 0.020, N = 7SE +/- 0.031, N = 6SE +/- 0.033, N = 66.2256.3176.5376.679

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 4.1Blend File: BMW27 - Compute: CPU-OnlyFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 0.65, N = 3SE +/- 0.18, N = 3SE +/- 1.83, N = 12SE +/- 1.82, N = 3124.74142.67168.55202.03

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: 0Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 1.02, N = 3SE +/- 0.93, N = 3125.43144.22163.62186.921. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 2Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U20406080100SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.49, N = 3SE +/- 0.49, N = 359.7967.3872.9482.911. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6Framework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165U246810SE +/- 0.006, N = 7SE +/- 0.050, N = 6SE +/- 0.048, N = 6SE +/- 0.069, N = 156.2276.4056.6567.9101. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165U3691215SE +/- 0.012, N = 5SE +/- 0.090, N = 5SE +/- 0.040, N = 5SE +/- 0.072, N = 159.4799.76410.15911.3001. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 10, LosslessFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U1.24312.48623.72934.97246.2155SE +/- 0.009, N = 7SE +/- 0.021, N = 7SE +/- 0.025, N = 7SE +/- 0.051, N = 74.8775.0055.2115.5251. (CXX) g++ options: -O3 -fPIC -lm

SPECFEM3D

simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra. This test profile currently relies on CPU-based execution for SPECFEM3D and using a variety of their built-in examples/models for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Layered HalfspaceFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U80160240320400SE +/- 2.71, N = 3SE +/- 1.47, N = 3SE +/- 3.81, N = 9SE +/- 4.27, N = 9195.90196.26253.62387.091. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Water-layered HalfspaceFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U70140210280350SE +/- 2.59, N = 3SE +/- 0.54, N = 3SE +/- 1.95, N = 12SE +/- 3.67, N = 9182.91187.84223.42333.861. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Homogeneous HalfspaceFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 0.91, N = 3SE +/- 1.06, N = 3SE +/- 1.41, N = 4SE +/- 2.16, N = 1289.9993.70124.27186.371. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Mount St. HelensFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U306090120150SE +/- 0.99, N = 3SE +/- 0.63, N = 9SE +/- 0.73, N = 15SE +/- 1.74, N = 1274.2977.9997.18142.331. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenRadioss

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bird Strike on WindshieldFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U140280420560700SE +/- 0.31, N = 3SE +/- 0.44, N = 3SE +/- 5.58, N = 4SE +/- 6.57, N = 3305.41324.90473.69628.28

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U100200300400500SE +/- 0.26, N = 3SE +/- 1.38, N = 3SE +/- 0.84, N = 3SE +/- 4.63, N = 5200.75210.88344.99465.93

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U50100150200250SE +/- 0.12, N = 3SE +/- 0.56, N = 3SE +/- 2.13, N = 12SE +/- 5.51, N = 12111.07115.41167.85225.61

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U80160240320400SE +/- 1.60, N = 3SE +/- 0.51, N = 3SE +/- 0.53, N = 3SE +/- 1.70, N = 3174.44180.56283.21374.16

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: INIVOL and Fluid Structure Interaction Drop ContainerFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155H2004006008001000SE +/- 2.19, N = 3SE +/- 4.00, N = 3SE +/- 1.17, N = 3670.94706.63868.46

Model: INIVOL and Fluid Structure Interaction Drop Container

Lenovo T14 Gen5 - Core Ultra 7 165U: The test run did not produce a result. E: ** ERROR: INPUT FILE /fsi_drop_container_0001.ra NOT FOUND

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 0.2Input: 26 Minute Long Talking SampleLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HS3691215SE +/- 0.073, N = 15SE +/- 0.010, N = 5SE +/- 0.066, N = 5SE +/- 0.008, N = 58.2858.5768.77710.4681. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 1080p - Rays Per Pixel: 16Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U20406080100SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.57, N = 15SE +/- 0.64, N = 362.5672.6575.6287.771. (CC) gcc options: -lpthread -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 4K - Rays Per Pixel: 16Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U80160240320400SE +/- 0.21, N = 3SE +/- 0.41, N = 3SE +/- 2.13, N = 3SE +/- 0.74, N = 3249.03291.30307.95357.151. (CC) gcc options: -lpthread -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 5K - Rays Per Pixel: 16Framework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U140280420560700SE +/- 0.33, N = 3SE +/- 0.29, N = 3SE +/- 0.94, N = 3SE +/- 1.25, N = 3441.28518.27549.91636.131. (CC) gcc options: -lpthread -lm

222 Results Shown

CPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Watts
FFmpeg
FFmpeg
FFmpeg:
  libx265 - Upload
  libx265 - Platform
  libx265 - Video On Demand
OpenVINO:
  Face Detection FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Person Detection FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Machine Translation EN To DE FP16 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
  Road Segmentation ADAS FP16-INT8 - CPU
  Person Re-Identification Retail FP16 - CPU
  Noise Suppression Poconet-Like FP16 - CPU
Embree
Embree:
  Pathtracer ISPC - Asian Dragon
  Bosphorus 1080p
  Bosphorus 4K
Embree
x265:
  Bosphorus 1080p
  Bosphorus 4K
TensorFlow:
  CPU - 32 - ResNet-50
  CPU - 32 - AlexNet
TensorFlow:
  CPU - 32 - ResNet-50
  CPU - 32 - AlexNet
TensorFlow
TensorFlow
GraphicsMagick:
  HWB Color Space
  Noise-Gaussian
  Enhanced
  Resizing
  Rotate
  Sharpen
GraphicsMagick:
  HWB Color Space
  Noise-Gaussian
  Enhanced
  Sharpen
  Swirl
  Resizing
  Rotate
Zstd Compression:
  12 - Compression Speed
  12 - Decompression Speed
  19 - Compression Speed
  19 - Decompression Speed
  19, Long Mode - Compression Speed
  19, Long Mode - Decompression Speed
srsRAN Project:
  PUSCH Processor Benchmark, Throughput Total
  PDSCH Processor Benchmark, Throughput Total
srsRAN Project:
  PUSCH Processor Benchmark, Throughput Total
  PDSCH Processor Benchmark, Throughput Total
7-Zip Compression
7-Zip Compression:
  Compression Rating
  Decompression Rating
JPEG-XL libjxl
JPEG-XL libjxl:
  JPEG - 90
  PNG - 90
JPEG-XL Decoding libjxl
JPEG-XL libjxl
JPEG-XL Decoding libjxl
JPEG-XL libjxl
WebP Image Encode
JPEG-XL Decoding libjxl:
  1
  All
WebP Image Encode:
  Default
  Quality 100
  Quality 100, Highest Compression
  Quality 100, Lossless
  Quality 100, Lossless, Highest Compression
ASTC Encoder:
  Fast
  Medium
  Very Thorough
ASTC Encoder
ASTC Encoder
ASTC Encoder
ASTC Encoder
ASTC Encoder:
  Thorough
  Very Thorough
  Exhaustive
Stockfish
GROMACS
GROMACS
NAMD
NAMD:
  STMV with 1,066,628 Atoms
  ATPase with 327,506 Atoms
Stargate Digital Audio Workstation:
  44100 - 512
  44100 - 1024
  96000 - 512
  96000 - 1024
  192000 - 512
Stargate Digital Audio Workstation:
  44100 - 512
  44100 - 1024
  96000 - 512
  192000 - 512
  192000 - 1024
  96000 - 1024
PHPBench
Timed Linux Kernel Compilation:
  CPU Temp Monitor:
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
PyBench
OSPRay Studio:
  1 - 1080p - 1 - Path Tracer - CPU
  1 - 1080p - 32 - Path Tracer - CPU
  1 - 4K - 1 - Path Tracer - CPU
  1 - 4K - 32 - Path Tracer - CPU
  3 - 1080p - 1 - Path Tracer - CPU
  3 - 1080p - 32 - Path Tracer - CPU
  3 - 4K - 1 - Path Tracer - CPU
  3 - 4K - 32 - Path Tracer - CPU
OpenVINO:
  Face Detection FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Person Detection FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Machine Translation EN To DE FP16 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
  Road Segmentation ADAS FP16-INT8 - CPU
  Person Re-Identification Retail FP16 - CPU
  Noise Suppression Poconet-Like FP16 - CPU
Timed Linux Kernel Compilation
Timed FFmpeg Compilation
Timed Mesa Compilation
Timed Godot Game Engine Compilation
Timed PHP Compilation
WireGuard + Linux Networking Stack Stress Test
Darktable:
  Boat - CPU-only
  Masskrug - CPU-only
  Server Room - CPU-only
  Server Rack - CPU-only
GIMP:
  unsharp-mask
  resize
  rotate
  auto-levels
RawTherapee
GNU Octave Benchmark
Blender
libavif avifenc:
  0
  2
  6
  6, Lossless
  10, Lossless
SPECFEM3D:
  Layered Halfspace
  Water-layered Halfspace
  Homogeneous Halfspace
  Mount St. Helens
OpenRadioss:
  Bird Strike on Windshield
  Rubber O-Ring Seal Installation
  Cell Phone Drop Test
  Bumper Beam
  INIVOL and Fluid Structure Interaction Drop Container
RNNoise
C-Ray:
  1080p - 16
  4K - 16
  5K - 16