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
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  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 MonitoringAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U20406080100Min: 45 / Avg: 86.81 / Max: 110Min: 44.88 / Avg: 85.42 / Max: 100.63Min: 40.75 / Avg: 79.78 / Max: 100.5Min: 39 / Avg: 78.05 / Max: 104

CPU Power Consumption Monitor

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

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: LiveLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U306090120150SE +/- 0.70, N = 3SE +/- 0.66, N = 3SE +/- 0.07, N = 3SE +/- 0.21, N = 382.9894.56118.52133.831. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS Per Watt, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: PlatformLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.4860.9721.4581.9442.430.4851.0941.5682.160

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: UploadLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U612182430SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 315.9117.7022.3624.761. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: PlatformLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U1122334455SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 331.4334.8645.4649.951. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: Video On DemandLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U1122334455SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 331.5134.9245.4349.971. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS3691215SE +/- 0.04, N = 3SE +/- 0.05, N = 15SE +/- 0.01, N = 3SE +/- 0.03, N = 35.085.899.8111.391. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS5K10K15K20K25KSE +/- 123.71, N = 3SE +/- 129.12, N = 15SE +/- 80.35, N = 3SE +/- 51.68, N = 39798.9412753.0421369.7224411.581. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS918273645SE +/- 0.15, N = 3SE +/- 0.14, N = 15SE +/- 0.30, N = 3SE +/- 0.04, N = 316.9419.1835.9537.431. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16-INT8 - Device: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS2004006008001000SE +/- 6.12, N = 3SE +/- 5.87, N = 15SE +/- 1.71, N = 3SE +/- 1.66, N = 3501.73630.62987.941126.691. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS130260390520650SE +/- 2.27, N = 3SE +/- 2.31, N = 15SE +/- 0.65, N = 3SE +/- 1.02, N = 3237.12278.66526.68591.391. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS130260390520650SE +/- 2.10, N = 3SE +/- 2.36, N = 15SE +/- 6.07, N = 15SE +/- 8.02, N = 15207.95237.75506.66587.871. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS1326395265SE +/- 0.13, N = 3SE +/- 0.19, N = 15SE +/- 0.31, N = 3SE +/- 0.13, N = 316.4319.7854.2859.291. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS400800120016002000SE +/- 9.60, N = 3SE +/- 10.99, N = 15SE +/- 6.51, N = 3SE +/- 7.30, N = 3763.37978.981692.871927.041. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS70140210280350SE +/- 0.84, N = 3SE +/- 1.23, N = 15SE +/- 0.49, N = 3SE +/- 0.30, N = 378.62102.78274.54323.451. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS4080120160200SE +/- 1.09, N = 3SE +/- 0.99, N = 15SE +/- 0.97, N = 3SE +/- 1.85, N = 15101.90116.20172.46190.431. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Re-Identification Retail FP16 - Device: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS160320480640800SE +/- 2.10, N = 3SE +/- 2.13, N = 14SE +/- 3.37, N = 3SE +/- 2.27, N = 3210.63241.05668.80751.051. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS140280420560700SE +/- 2.62, N = 3SE +/- 3.12, N = 12SE +/- 0.64, N = 3SE +/- 1.93, N = 3268.79329.35609.76652.651. (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: CrownLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS3691215SE +/- 0.0496, N = 3SE +/- 0.0695, N = 9SE +/- 0.0504, N = 3SE +/- 0.0278, N = 36.65038.662911.196512.9165MIN: 6.48 / MAX: 7.8MIN: 8.33 / MAX: 10.17MIN: 10.99 / MAX: 12.53MIN: 12.7 / MAX: 13.32

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.09770.19540.29310.39080.48850.1130.2790.3560.434

x265

OpenBenchmarking.orgFrames Per Second Per Watt, More Is Betterx265 3.6Video Input: Bosphorus 1080pLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.66381.32761.99142.65523.3190.6471.5382.3522.950

OpenBenchmarking.orgFrames Per Second Per Watt, More Is Betterx265 3.6Video Input: Bosphorus 4KLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HS0.11720.23440.35160.46880.5860.1450.4350.4520.521

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 DragonLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS48121620SE +/- 0.0668, N = 3SE +/- 0.1015, N = 7SE +/- 0.0310, N = 3SE +/- 0.0195, N = 38.281810.967113.841415.0856MIN: 8.01 / MAX: 9.49MIN: 10.5 / MAX: 12.41MIN: 13.7 / MAX: 15.24MIN: 14.94 / MAX: 15.35

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 1080pLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U1530456075SE +/- 0.58, N = 4SE +/- 0.55, N = 15SE +/- 0.58, N = 5SE +/- 0.46, N = 546.7352.6862.1365.521. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.6Video Input: Bosphorus 4KLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155H48121620SE +/- 0.06, N = 3SE +/- 0.15, N = 4SE +/- 0.10, N = 15SE +/- 0.10, N = 1210.3812.5913.2713.861. (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-50Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U0.15750.3150.47250.630.78750.1670.4930.5940.700

OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: AlexNetLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.95851.9172.87553.8344.79251.0243.0894.0854.260

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: ResNet-50Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS612182430SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 311.9815.1122.6323.60

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: AlexNetLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS306090120150SE +/- 0.94, N = 3SE +/- 0.80, N = 15SE +/- 0.10, N = 3SE +/- 0.46, N = 372.7294.90124.79128.18

OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: GoogLeNetLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U0.47790.95581.43371.91162.38950.5091.5171.8992.124

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: GoogLeNetLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS1632486480SE +/- 0.20, N = 3SE +/- 0.40, N = 8SE +/- 0.10, N = 3SE +/- 0.27, N = 336.5146.4966.6971.48

GraphicsMagick

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: HWB Color SpaceLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U2468103.5057.3628.0248.716

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: Noise-GaussianLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.43040.86081.29121.72162.1520.6231.4801.5871.913

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: EnhancedLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.26640.53280.79921.06561.3320.4160.8171.1801.184

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: ResizingLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1.32822.65643.98465.31286.6411.7744.2314.7725.903

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: RotateLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HS36912155.4168.6949.92110.065

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: SharpenLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155H0.21130.42260.63390.84521.05650.3720.5270.7480.939

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: HWB Color SpaceFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H50100150200250SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 32072132172271. (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-GaussianLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS1530456075SE +/- 0.58, N = 3SE +/- 0.43, N = 15SE +/- 0.33, N = 3SE +/- 0.33, N = 3445160651. (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: EnhancedLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS1020304050SE +/- 0.24, N = 9SE +/- 0.43, N = 15SE +/- 0.00, N = 3SE +/- 0.33, N = 3293838431. (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: SharpenFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155H714212835SE +/- 0.00, N = 3SE +/- 0.18, N = 13SE +/- 0.00, N = 3SE +/- 0.33, N = 15242627311. (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: SwirlLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS306090120150SE +/- 1.00, N = 3SE +/- 0.77, N = 15SE +/- 0.33, N = 3SE +/- 0.33, N = 373901021181. (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: ResizingLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS4080120160200SE +/- 1.00, N = 3SE +/- 1.41, N = 6SE +/- 0.33, N = 3SE +/- 0.00, N = 31291521892041. (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: RotateFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165U50100150200250SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 31331372242411. (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 SpeedAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U306090120150SE +/- 2.30, N = 14SE +/- 0.48, N = 3SE +/- 0.35, N = 3SE +/- 1.44, N = 4113.9120.3121.1128.11. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression SpeedAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS5001000150020002500SE +/- 8.52, N = 14SE +/- 7.86, N = 4SE +/- 5.92, N = 3SE +/- 7.09, N = 31862.71870.22103.72130.01. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression SpeedAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS48121620SE +/- 0.08, N = 15SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 39.9810.1013.7014.301. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression SpeedLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS400800120016002000SE +/- 3.75, N = 3SE +/- 4.67, N = 15SE +/- 2.82, N = 3SE +/- 3.77, N = 31597.91640.51764.81807.91. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression SpeedAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS246810SE +/- 0.06, N = 3SE +/- 0.07, N = 5SE +/- 0.02, N = 3SE +/- 0.01, N = 35.896.198.038.201. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression SpeedLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS400800120016002000SE +/- 8.80, N = 5SE +/- 13.53, N = 3SE +/- 3.84, N = 3SE +/- 2.61, N = 31472.21536.11666.51705.91. (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 TotalLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U8162432408.42919.90433.50836.684

OpenBenchmarking.orgMbps Per Watt, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U408012016020041.20108.78152.82162.34

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS2004006008001000SE +/- 7.77, N = 15SE +/- 11.26, N = 15SE +/- 0.04, N = 5SE +/- 0.02, N = 5585.8619.81039.61039.8MIN: 318.2 / MAX: 643MIN: 350.2 / MAX: 738-mavx512f -mavx512cd -mavx512bw -mavx512dq - MIN: 636.5 / MAX: 1039.7-mavx512f -mavx512cd -mavx512bw -mavx512dq - MIN: 637 / MAX: 1039.91. (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 TotalLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS10002000300040005000SE +/- 53.29, N = 15SE +/- 27.18, N = 15SE +/- 18.33, N = 5SE +/- 9.32, N = 52919.53353.84593.44828.9-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 RatingLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U5001000150020002500507.721490.642159.582283.25

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS20K40K60K80K100KSE +/- 413.98, N = 3SE +/- 453.55, N = 14SE +/- 483.83, N = 3SE +/- 114.90, N = 3588156990675909789931. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS16K32K48K64K80KSE +/- 822.60, N = 3SE +/- 550.54, N = 14SE +/- 169.98, N = 3SE +/- 247.64, N = 3358324568568041752371. (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: 100Lenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.08550.1710.25650.3420.42750.1240.2770.3290.380

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: JPEG - Quality: 90Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS714212835SE +/- 0.14, N = 3SE +/- 0.18, N = 15SE +/- 0.14, N = 3SE +/- 0.30, N = 318.0221.5326.7628.661. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: PNG - Quality: 90Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS714212835SE +/- 0.21, N = 4SE +/- 0.18, N = 15SE +/- 0.11, N = 3SE +/- 0.23, N = 317.6221.1126.7728.041. (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: 1Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS1.17682.35363.53044.70725.8841.7693.3444.7465.230

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: 100Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS3691215SE +/- 0.126, N = 3SE +/- 0.106, N = 15SE +/- 0.021, N = 3SE +/- 0.022, N = 38.79610.29311.86612.8841. (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: AllLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U36912154.2217.31310.81612.335

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: 100Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS3691215SE +/- 0.115, N = 3SE +/- 0.106, N = 15SE +/- 0.009, N = 3SE +/- 0.018, N = 38.82010.41111.91512.9481. (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: DefaultLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.95631.91262.86893.82524.78150.9612.0873.5024.250

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: 1Acer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS20406080100SE +/- 0.52, N = 3SE +/- 0.31, N = 3SE +/- 0.16, N = 3SE +/- 0.96, N = 370.5871.8573.9174.60

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL Decoding libjxl 0.10.1CPU Threads: AllAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS70140210280350SE +/- 2.26, N = 15SE +/- 2.27, N = 14SE +/- 1.25, N = 3SE +/- 0.36, N = 3239.29288.92331.39340.58

WebP Image Encode

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: DefaultAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS612182430SE +/- 0.06, N = 12SE +/- 0.08, N = 12SE +/- 0.03, N = 12SE +/- 0.05, N = 1220.9421.0623.6424.131. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100Acer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS48121620SE +/- 0.04, N = 11SE +/- 0.03, N = 11SE +/- 0.01, N = 11SE +/- 0.03, N = 1113.4313.5914.4814.651. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, Highest CompressionLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS1.07332.14663.21994.29325.3665SE +/- 0.02, N = 7SE +/- 0.02, N = 7SE +/- 0.01, N = 7SE +/- 0.01, N = 74.204.214.704.771. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, LosslessAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.43430.86861.30291.73722.1715SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 0.01, N = 41.831.861.901.931. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, Lossless, Highest CompressionAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.1620.3240.4860.6480.81SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.660.680.710.721. (CC) gcc options: -fvisibility=hidden -O2 -lm

ASTC Encoder

OpenBenchmarking.orgMT/s Per Watt, More Is BetterASTC Encoder 4.7Preset: FastLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1.22762.45523.68284.91046.1381.4583.5844.1535.456

OpenBenchmarking.orgMT/s Per Watt, More Is BetterASTC Encoder 4.7Preset: MediumLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.50361.00721.51082.01442.5180.5851.5771.7232.238

OpenBenchmarking.orgMT/s Per Watt, More Is BetterASTC Encoder 4.7Preset: Very ThoroughLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.00720.01440.02160.02880.0360.0090.0210.0280.032

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: MediumLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS1530456075SE +/- 0.20, N = 3SE +/- 0.53, N = 3SE +/- 0.27, N = 3SE +/- 0.04, N = 340.9761.4564.7468.021. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s Per Watt, More Is BetterASTC Encoder 4.7Preset: ExhaustiveLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.00430.00860.01290.01720.02150.0060.0130.0170.019

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: FastLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS4080120160200SE +/- 0.92, N = 3SE +/- 2.02, N = 3SE +/- 0.88, N = 3SE +/- 0.35, N = 3103.81152.06164.52173.521. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s Per Watt, More Is BetterASTC Encoder 4.7Preset: ThoroughLenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.06010.12020.18030.24040.30050.0790.1630.2390.267

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ThoroughLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS246810SE +/- 0.0316, N = 3SE +/- 0.0925, N = 4SE +/- 0.0396, N = 3SE +/- 0.0029, N = 35.44038.15118.37328.80561. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: Very ThoroughLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.27560.55120.82681.10241.378SE +/- 0.0061, N = 6SE +/- 0.0115, N = 9SE +/- 0.0018, N = 3SE +/- 0.0016, N = 30.64990.90361.04401.22501. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ExhaustiveLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.16940.33880.50820.67760.847SE +/- 0.0041, N = 3SE +/- 0.0061, N = 5SE +/- 0.0006, N = 3SE +/- 0.0003, N = 30.39260.54490.63450.75311. (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 BenchmarkLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS4M8M12M16M20MSE +/- 67483.57, N = 3SE +/- 409767.78, N = 6SE +/- 38079.47, N = 3SE +/- 91505.66, N = 37284809105280721387203816870977-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_bareLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U0.00770.01540.02310.03080.03850.0100.0260.0310.034

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.26190.52380.78571.04761.3095SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 30.7290.7941.1001.1641. (CXX) g++ options: -O3 -lm

NAMD

OpenBenchmarking.orgns/day Per Watt, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 AtomsLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U0.00830.01660.02490.03320.04150.0060.0140.0320.037

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 AtomsLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.09050.1810.27150.3620.4525SE +/- 0.00049, N = 3SE +/- 0.00003, N = 3SE +/- 0.00013, N = 3SE +/- 0.00025, N = 30.126590.140780.349170.40236

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 AtomsLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.31080.62160.93241.24321.554SE +/- 0.00034, N = 3SE +/- 0.00072, N = 3SE +/- 0.00165, N = 3SE +/- 0.00786, N = 30.413560.453361.189091.38133

Stargate Digital Audio Workstation

OpenBenchmarking.orgRender Ratio Per Watt, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 512Lenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.02230.04460.06690.08920.11150.0320.0690.0910.099

OpenBenchmarking.orgRender Ratio Per Watt, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 1024Lenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.0230.0460.0690.0920.1150.0340.0720.0980.102

OpenBenchmarking.orgRender Ratio Per Watt, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 512Lenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.01620.03240.04860.06480.0810.0230.0500.0630.072

OpenBenchmarking.orgRender Ratio Per Watt, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 1024Lenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.01730.03460.05190.06920.08650.0250.0530.0720.077

OpenBenchmarking.orgRender Ratio Per Watt, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 512Lenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.01060.02120.03180.04240.0530.0150.0340.0420.047

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 512Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.77021.54042.31063.08083.851SE +/- 0.021672, N = 3SE +/- 0.021774, N = 15SE +/- 0.006120, N = 3SE +/- 0.000882, N = 32.2166012.8981393.0855693.4229111. (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: 1024Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.80451.6092.41353.2184.0225SE +/- 0.021766, N = 3SE +/- 0.022005, N = 15SE +/- 0.004444, N = 3SE +/- 0.020144, N = 32.3645353.1021473.1925663.5756841. (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: 512Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.54871.09741.64612.19482.7435SE +/- 0.011851, N = 3SE +/- 0.024247, N = 3SE +/- 0.002827, N = 3SE +/- 0.001256, N = 31.5880572.0444022.2670592.4387711. (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: 512Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.36320.72641.08961.45281.816SE +/- 0.002214, N = 3SE +/- 0.006635, N = 3SE +/- 0.001795, N = 3SE +/- 0.001234, N = 31.0363511.3426131.5001981.6141841. (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: 1024Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.40060.80121.20181.60242.003SE +/- 0.003894, N = 3SE +/- 0.008395, N = 3SE +/- 0.000508, N = 3SE +/- 0.006889, N = 31.1695981.5316811.6322111.7804841. (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: 1024Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.59441.18881.78322.37762.972SE +/- 0.010674, N = 3SE +/- 0.017344, N = 10SE +/- 0.001207, N = 3SE +/- 0.006688, N = 31.7183152.2539172.4259962.6419481. (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 SuiteFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H300K600K900K1200K1500KSE +/- 5793.21, N = 3SE +/- 11910.62, N = 3SE +/- 13427.42, N = 3SE +/- 5153.34, N = 3979077107818011952731200130

Timed Linux Kernel Compilation

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

Timed FFmpeg Compilation

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

Timed Mesa Compilation

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

Timed Godot Game Engine Compilation

MinAvgMaxFramework 16 - Ryzen 7 7840HS47.196.3100.5Framework 13 - Ryzen 7 7840U54.685.395.5Acer Swift 14 - Core Ultra 7 155H58.085.2103.0Lenovo T14 Gen5 - Core Ultra 7 165U54.079.695.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Temperature Monitor20406080100

Timed PHP Compilation

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

WireGuard + Linux Networking Stack Stress Test

MinAvgMaxFramework 13 - Ryzen 7 7840U54.389.296.3Acer Swift 14 - Core Ultra 7 155H54.085.9104.0Lenovo T14 Gen5 - Core Ultra 7 165U55.080.292.0Framework 16 - Ryzen 7 7840HS47.377.186.9OpenBenchmarking.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

MinAvgMaxFramework 13 - Ryzen 7 7840U52.993.399.5Acer Swift 14 - Core Ultra 7 155H49.082.4103.0Framework 16 - Ryzen 7 7840HS44.080.592.0Lenovo T14 Gen5 - Core Ultra 7 165U44.071.790.0OpenBenchmarking.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

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

OSPRay Studio

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

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

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

MinAvgMaxFramework 16 - Ryzen 7 7840HS47.398.1100.0Framework 13 - Ryzen 7 7840U54.987.494.4Acer Swift 14 - Core Ultra 7 155H58.086.9107.0Lenovo T14 Gen5 - Core Ultra 7 165U56.081.492.0OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 1.0CPU Temperature Monitor20406080100

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

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

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

OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 1.0CPU Temperature MonitorFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165U20406080100Min: 47.75 / Avg: 98.29 / Max: 100Min: 58 / Avg: 87.38 / Max: 107Min: 54 / Avg: 86.48 / Max: 94.75Min: 55 / Avg: 80.77 / Max: 93

libavif avifenc

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

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

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

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

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

SPECFEM3D

OpenBenchmarking.orgCelsius, Fewer Is BetterSPECFEM3D 4.1.1CPU Temperature MonitorAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HS20406080100Min: 52 / Avg: 87.83 / Max: 107Min: 55.75 / Avg: 86.61 / Max: 94.63Min: 47 / Avg: 78.63 / Max: 98Min: 44.38 / Avg: 65.3 / Max: 73.25

OpenBenchmarking.orgCelsius, Fewer Is BetterSPECFEM3D 4.1.1CPU Temperature MonitorAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HS20406080100Min: 58 / Avg: 87.14 / Max: 106Min: 54.38 / Avg: 83.8 / Max: 89.38Min: 55 / Avg: 79.4 / Max: 97Min: 43.75 / Avg: 65.21 / Max: 73.13

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

OpenBenchmarking.orgCelsius, Fewer Is BetterSPECFEM3D 4.1.1CPU Temperature MonitorAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HS20406080100Min: 58 / Avg: 87.06 / Max: 107Min: 54.25 / Avg: 81.77 / Max: 87.75Min: 55 / Avg: 79.21 / Max: 97Min: 44.13 / Avg: 63.23 / Max: 71

OpenRadioss

OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature MonitorAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HS20406080100Min: 59 / Avg: 87.6 / Max: 107Min: 54.63 / Avg: 84.79 / Max: 92.38Min: 55 / Avg: 79.22 / Max: 98Min: 44.13 / Avg: 65.89 / Max: 73.38

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

OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature MonitorAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HS20406080100Min: 58 / Avg: 86.62 / Max: 105Min: 54.38 / Avg: 80.21 / Max: 87.63Min: 56 / Avg: 79.65 / Max: 98Min: 43.88 / Avg: 62.31 / Max: 68.38

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

RNNoise

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

C-Ray

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

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

OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature MonitorFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165U20406080100Min: 42.38 / Avg: 98.8 / Max: 100.13Min: 58 / Avg: 90.33 / Max: 110Min: 54.13 / Avg: 89.22 / Max: 98Min: 51 / Avg: 78.13 / Max: 99

OpenVINO

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

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

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

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

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

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

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

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

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

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

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

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

PyBench

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

Darktable

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

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

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

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

GIMP

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

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

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

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

GNU Octave Benchmark

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

OpenRadioss

OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature MonitorAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS20406080100Min: 57 / Avg: 86.74 / Max: 105Min: 54.13 / Avg: 80.68 / Max: 89.13Min: 41.88 / Avg: 64.73 / Max: 70

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 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U160320480640800SE +/- 3.76, N = 3SE +/- 5.34, N = 10SE +/- 4.21, N = 4SE +/- 1.66, N = 4731689684675

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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS13002600390052006500SE +/- 39.52, N = 15SE +/- 31.33, N = 11SE +/- 2.08, N = 3SE +/- 2.03, N = 36195427230412632

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS40K80K120K160K200KSE +/- 521.40, N = 3SE +/- 1231.06, N = 3SE +/- 159.94, N = 3SE +/- 286.38, N = 320118113898810073888420

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS5K10K15K20K25KSE +/- 217.90, N = 7SE +/- 203.50, N = 15SE +/- 19.94, N = 3SE +/- 66.34, N = 324325165141207810626

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS200K400K600K800K1000KSE +/- 1790.16, N = 3SE +/- 1495.52, N = 3SE +/- 331.58, N = 3SE +/- 963.75, N = 3796104550751389101336635

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS16003200480064008000SE +/- 87.41, N = 4SE +/- 46.53, N = 7SE +/- 2.96, N = 3SE +/- 9.07, N = 37423496736043213

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS50K100K150K200K250KSE +/- 2952.83, N = 3SE +/- 1023.89, N = 3SE +/- 146.93, N = 3SE +/- 113.18, N = 3236974163862119185104301

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS7K14K21K28K35KSE +/- 406.57, N = 3SE +/- 157.18, N = 15SE +/- 18.55, N = 3SE +/- 39.70, N = 331290195561434612358

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS200K400K600K800K1000KSE +/- 897.27, N = 3SE +/- 1321.84, N = 3SE +/- 668.81, N = 3SE +/- 1015.14, N = 3954046645719461889400759

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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS30060090012001500SE +/- 9.04, N = 3SE +/- 10.65, N = 15SE +/- 0.71, N = 3SE +/- 0.82, N = 31366.371183.00407.25350.89MIN: 1004.65 / MAX: 2774.66MIN: 543.01 / MAX: 1811.83MIN: 345.86 / MAX: 454.44MIN: 320.74 / MAX: 373.411. (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: CPUAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS0.2970.5940.8911.1881.485SE +/- 0.01, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.320.900.370.32MIN: 0.37 / MAX: 73.11MIN: 0.37 / MAX: 8.72MIN: 0.19 / MAX: 9.82MIN: 0.2 / MAX: 32.761. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS90180270360450SE +/- 3.92, N = 3SE +/- 2.60, N = 15SE +/- 0.92, N = 3SE +/- 0.10, N = 3411.79364.35111.22106.81MIN: 297.71 / MAX: 796.69MIN: 173.71 / MAX: 494.67MIN: 61.34 / MAX: 169.58MIN: 75.27 / MAX: 120.951. (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: CPUAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS612182430SE +/- 0.25, N = 15SE +/- 0.22, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 326.9717.938.097.09MIN: 12.17 / MAX: 45.73MIN: 10.03 / MAX: 33.12MIN: 3.95 / MAX: 72.52MIN: 3.57 / MAX: 37.911. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS714212835SE +/- 0.28, N = 3SE +/- 0.21, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 329.5025.117.586.75MIN: 13.14 / MAX: 62.17MIN: 11.08 / MAX: 44.94MIN: 3.84 / MAX: 21.11MIN: 3.56 / MAX: 19.211. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS816243240SE +/- 0.33, N = 3SE +/- 0.29, N = 15SE +/- 0.09, N = 15SE +/- 0.09, N = 1533.6329.447.896.81MIN: 20.05 / MAX: 68.26MIN: 13.55 / MAX: 64.14MIN: 4.74 / MAX: 74.93MIN: 4 / MAX: 34.441. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS90180270360450SE +/- 3.28, N = 3SE +/- 3.43, N = 15SE +/- 0.43, N = 3SE +/- 0.15, N = 3424.90353.4273.6767.43MIN: 285.23 / MAX: 787.96MIN: 144.51 / MAX: 495.53MIN: 38.73 / MAX: 86.33MIN: 31.65 / MAX: 80.791. (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: CPUAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS48121620SE +/- 0.19, N = 15SE +/- 0.15, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 317.3811.784.714.14MIN: 8.92 / MAX: 29.53MIN: 7.31 / MAX: 24.81MIN: 2.72 / MAX: 16.16MIN: 2.3 / MAX: 36.681. (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: CPUAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS4080120160200SE +/- 1.94, N = 15SE +/- 1.22, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3165.49114.3829.1224.72MIN: 87.16 / MAX: 226.93MIN: 71.25 / MAX: 185.83MIN: 18.25 / MAX: 40.911. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS1530456075SE +/- 0.73, N = 3SE +/- 0.49, N = 15SE +/- 0.13, N = 3SE +/- 0.20, N = 1568.6760.2323.1721.01MIN: 43.2 / MAX: 136.4MIN: 27.81 / MAX: 98.42MIN: 11.05 / MAX: 84.85MIN: 9.72 / MAX: 58.151. (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: CPULenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS816243240SE +/- 0.32, N = 3SE +/- 0.24, N = 14SE +/- 0.03, N = 3SE +/- 0.02, N = 333.2029.035.975.31MIN: 16.94 / MAX: 67.99MIN: 15.72 / MAX: 47.41MIN: 3.6 / MAX: 16.07MIN: 3.05 / MAX: 37.241. (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: CPUAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS1224364860SE +/- 0.45, N = 12SE +/- 0.33, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 351.5733.4112.9512.11MIN: 20.89 / MAX: 72.63MIN: 19.68 / MAX: 53.92MIN: 7.74 / MAX: 28.75MIN: 7.37 / MAX: 28.531. (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: defconfigLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS306090120150SE +/- 0.38, N = 3SE +/- 0.95, N = 3SE +/- 0.25, N = 3SE +/- 0.68, N = 3152.66125.96117.76100.92

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 CompileLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS20406080100SE +/- 0.70, N = 3SE +/- 0.92, N = 3SE +/- 0.18, N = 3SE +/- 0.20, N = 378.1066.8860.8253.12

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 CompileLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS1020304050SE +/- 0.45, N = 5SE +/- 0.29, N = 15SE +/- 0.03, N = 3SE +/- 0.09, N = 342.4737.1232.6929.19

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 CompileLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS120240360480600SE +/- 0.52, N = 3SE +/- 0.28, N = 3SE +/- 1.25, N = 3SE +/- 0.06, N = 3534.43446.02400.69354.07

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 CompileLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS20406080100SE +/- 0.65, N = 3SE +/- 0.58, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 380.7573.2264.8359.99

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 TestAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165U4080120160200SE +/- 6.45, N = 12SE +/- 1.10, N = 3SE +/- 0.69, N = 3SE +/- 1.70, N = 3198.99196.93186.09174.67

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-onlyLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS1.33672.67344.01015.34686.6835SE +/- 0.047, N = 6SE +/- 0.034, N = 14SE +/- 0.011, N = 7SE +/- 0.010, N = 75.9415.2294.9534.782

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Masskrug - Acceleration: CPU-onlyLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155H1.28162.56323.84485.12646.408SE +/- 0.034, N = 6SE +/- 0.011, N = 7SE +/- 0.012, N = 7SE +/- 0.034, N = 105.6965.3065.1904.351

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Room - Acceleration: CPU-onlyFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HSLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H0.93691.87382.81073.74764.6845SE +/- 0.010, N = 7SE +/- 0.012, N = 7SE +/- 0.023, N = 7SE +/- 0.025, N = 154.1644.0813.8392.876

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Rack - Acceleration: CPU-onlyLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HSFramework 13 - Ryzen 7 7840U0.07340.14680.22020.29360.367SE +/- 0.002, N = 15SE +/- 0.006, N = 15SE +/- 0.000, N = 13SE +/- 0.000, N = 130.3260.2150.2080.194

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-maskAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS48121620SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 317.7717.3416.5216.37

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: resizeLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS510152025SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 4SE +/- 0.02, N = 421.6019.6214.2814.01

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: rotateFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165UFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155H48121620SE +/- 0.02, N = 4SE +/- 0.05, N = 4SE +/- 0.02, N = 4SE +/- 0.01, N = 414.4714.3014.2114.17

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: auto-levelsAcer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS48121620SE +/- 0.03, N = 4SE +/- 0.08, N = 4SE +/- 0.01, N = 4SE +/- 0.04, N = 414.8814.8614.8314.69

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 TimeLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS1428425670SE +/- 0.21, N = 3SE +/- 0.66, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 364.3456.8453.1552.581. 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 6.4.0Acer Swift 14 - Core Ultra 7 155HLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS246810SE +/- 0.033, N = 6SE +/- 0.031, N = 6SE +/- 0.020, N = 7SE +/- 0.025, N = 76.6796.5376.3176.225

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-OnlyLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS4080120160200SE +/- 1.82, N = 3SE +/- 1.83, N = 12SE +/- 0.18, N = 3SE +/- 0.65, N = 3202.03168.55142.67124.74

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: 0Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS4080120160200SE +/- 0.93, N = 3SE +/- 1.02, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3186.92163.62144.22125.431. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 2Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS20406080100SE +/- 0.49, N = 3SE +/- 0.49, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 382.9172.9467.3859.791. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6Lenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HS246810SE +/- 0.069, N = 15SE +/- 0.048, N = 6SE +/- 0.050, N = 6SE +/- 0.006, N = 77.9106.6566.4056.2271. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessLenovo T14 Gen5 - Core Ultra 7 165UFramework 13 - Ryzen 7 7840UAcer Swift 14 - Core Ultra 7 155HFramework 16 - Ryzen 7 7840HS3691215SE +/- 0.072, N = 15SE +/- 0.040, N = 5SE +/- 0.090, N = 5SE +/- 0.012, N = 511.30010.1599.7649.4791. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 10, LosslessLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS1.24312.48623.72934.97246.2155SE +/- 0.051, N = 7SE +/- 0.025, N = 7SE +/- 0.021, N = 7SE +/- 0.009, N = 75.5255.2115.0054.8771. (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 HalfspaceLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS80160240320400SE +/- 4.27, N = 9SE +/- 3.81, N = 9SE +/- 1.47, N = 3SE +/- 2.71, N = 3387.09253.62196.26195.901. (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 HalfspaceLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS70140210280350SE +/- 3.67, N = 9SE +/- 1.95, N = 12SE +/- 0.54, N = 3SE +/- 2.59, N = 3333.86223.42187.84182.911. (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 HalfspaceLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS4080120160200SE +/- 2.16, N = 12SE +/- 1.41, N = 4SE +/- 1.06, N = 3SE +/- 0.91, N = 3186.37124.2793.7089.991. (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. HelensLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS306090120150SE +/- 1.74, N = 12SE +/- 0.73, N = 15SE +/- 0.63, N = 9SE +/- 0.99, N = 3142.3397.1877.9974.291. (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 WindshieldLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS140280420560700SE +/- 6.57, N = 3SE +/- 5.58, N = 4SE +/- 0.44, N = 3SE +/- 0.31, N = 3628.28473.69324.90305.41

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS100200300400500SE +/- 4.63, N = 5SE +/- 0.84, N = 3SE +/- 1.38, N = 3SE +/- 0.26, N = 3465.93344.99210.88200.75

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS50100150200250SE +/- 5.51, N = 12SE +/- 2.13, N = 12SE +/- 0.56, N = 3SE +/- 0.12, N = 3225.61167.85115.41111.07

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamLenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS80160240320400SE +/- 1.70, N = 3SE +/- 0.53, N = 3SE +/- 0.51, N = 3SE +/- 1.60, N = 3374.16283.21180.56174.44

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: INIVOL and Fluid Structure Interaction Drop ContainerAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS2004006008001000SE +/- 1.17, N = 3SE +/- 4.00, N = 3SE +/- 2.19, N = 3868.46706.63670.94

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 SampleFramework 16 - Ryzen 7 7840HSAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840ULenovo T14 Gen5 - Core Ultra 7 165U3691215SE +/- 0.008, N = 5SE +/- 0.066, N = 5SE +/- 0.010, N = 5SE +/- 0.073, N = 1510.4688.7778.5768.2851. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 1080p - Rays Per Pixel: 16Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS20406080100SE +/- 0.64, N = 3SE +/- 0.57, N = 15SE +/- 0.10, N = 3SE +/- 0.11, N = 387.7775.6272.6562.561. (CC) gcc options: -lpthread -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 4K - Rays Per Pixel: 16Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS80160240320400SE +/- 0.74, N = 3SE +/- 2.13, N = 3SE +/- 0.41, N = 3SE +/- 0.21, N = 3357.15307.95291.30249.031. (CC) gcc options: -lpthread -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 5K - Rays Per Pixel: 16Lenovo T14 Gen5 - Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UFramework 16 - Ryzen 7 7840HS140280420560700SE +/- 1.25, N = 3SE +/- 0.94, N = 3SE +/- 0.29, N = 3SE +/- 0.33, N = 3636.13549.91518.27441.281. (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