Intel Core Ultra 7 165U

AMD Ryzen 7 7840U testing with a Framework Laptop 13 (AMD Ryzen 7040 ) FRANMDCP07 (03.03 BIOS) and GFX1103_R1 512MB on Ubuntu 22.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2405170-NE-2405164NE36
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Lenovo T14 Gen5 - Intel 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
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  17 Hours, 18 Minutes

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Intel Core Ultra 7 165UProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionOpenGLLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UIntel 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)X Server 1.21.1.44.5 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 0616X Server + Wayland4.6 Mesa 23.2.1-1ubuntu3.1~22.04.2 (LLVM 15.0.7 DRM 3.54)2256x1504OpenBenchmarking.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 - Intel 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: balancedPython Details- Python 3.10.12Security Details- Lenovo T14 Gen5 - Intel 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

Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UResult OverviewPhoronix Test Suite100%150%200%250%300%OSPRay StudioOpenVINONAMDStockfishSPECFEM3DTensorFlowEmbreesrsRAN ProjectFFmpegASTC EncoderOpenRadioss7-Zip CompressionGROMACSJPEG-XL libjxlBlenderStargate Digital Audio Workstationx265Timed Godot Game Engine CompilationDarktableTimed Mesa CompilationTimed Linux Kernel CompilationTimed FFmpeg CompilationTimed PHP CompilationC-RayRawTherapeeJPEG-XL Decoding libjxllibavif avifencZstd CompressionGraphicsMagickWireGuard + Linux Networking Stack Stress TestGIMPPHPBenchWebP Image EncodeRNNoiseGNU Octave BenchmarkPyBench

Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840UPer Watt Result OverviewPhoronix Test Suite100%242%383%525%667%NAMD7-Zip CompressionStockfishsrsRAN ProjectTensorFlowEmbreeASTC EncoderGROMACSx265FFmpegJPEG-XL libjxlWebP Image EncodeStargate Digital Audio WorkstationJPEG-XL Decoding libjxlZstd CompressionGraphicsMagickPHPBenchMeta Performance Per WattsP.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.MP.W.G.M

Intel Core Ultra 7 165Uopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Person Detection FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUnamd: ATPase with 327,506 Atomsnamd: STMV with 1,066,628 Atomsopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenradioss: Rubber O-Ring Seal Installationospray-studio: 3 - 4K - 1 - Path Tracer - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Person Detection FP16 - CPUopenradioss: Bumper Beamospray-studio: 3 - 4K - 32 - Path Tracer - CPUospray-studio: 3 - 1080p - 1 - Path Tracer - CPUospray-studio: 1 - 4K - 32 - Path Tracer - CPUospray-studio: 1 - 1080p - 1 - Path Tracer - CPUospray-studio: 1 - 4K - 1 - Path Tracer - CPUospray-studio: 1 - 1080p - 32 - Path Tracer - CPUspecfem3d: Homogeneous Halfspaceospray-studio: 3 - 1080p - 32 - Path Tracer - CPUspecfem3d: Layered Halfspaceopenvino: Weld Porosity Detection FP16-INT8 - CPUopenradioss: Bird Strike on Windshieldopenvino: Face Detection FP16-INT8 - CPUcompress-7zip: Decompression Ratingtensorflow: CPU - 32 - ResNet-50tensorflow: CPU - 32 - GoogLeNetspecfem3d: Mount St. Helensgraphics-magick: Rotatespecfem3d: Water-layered Halfspacetensorflow: CPU - 32 - AlexNetopenvino: Road Segmentation ADAS FP16-INT8 - CPUembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonastcenc: Exhaustiveffmpeg: libx265 - Liveastcenc: Very Thoroughffmpeg: libx265 - Platformffmpeg: libx265 - Video On Demandastcenc: Fastastcenc: Mediumffmpeg: libx265 - Uploadastcenc: Thoroughjpegxl: PNG - 90gimp: resizegromacs: MPI CPU - water_GMX50_barejpegxl: JPEG - 90graphics-magick: Resizingdarktable: Server Room - CPU-onlystargate: 192000 - 512stargate: 96000 - 512blender: BMW27 - CPU-Onlystargate: 96000 - 1024x265: Bosphorus 1080pgraphics-magick: Swirlstargate: 192000 - 1024stargate: 44100 - 512jpegxl-decode: Allcompress-zstd: 19 - Compression Speedgraphics-magick: Noise-Gaussiancompress-zstd: 19, Long Mode - Compression Speedjpegxl: PNG - 100stargate: 44100 - 1024jpegxl: JPEG - 100x265: Bosphorus 4Kbuild-godot: Time To Compilegraphics-magick: Enhanceddarktable: Masskrug - CPU-onlybuild-mesa: Time To Compilebuild-linux-kernel: defconfigavifenc: 0graphics-magick: Sharpencompress-7zip: Compression Ratingbuild-ffmpeg: Time To Compilebuild-php: Time To Compileavifenc: 6avifenc: 2openradioss: INIVOL and Fluid Structure Interaction Drop Containerc-ray: 5K - 16c-ray: 4K - 16rawtherapee: Total Benchmark Timec-ray: 1080p - 16darktable: Boat - CPU-onlyavifenc: 6, Losslesscompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 12 - Decompression Speedwebp: Defaultwebp: Quality 100, Highest Compressionphpbench: PHP Benchmark Suitecompress-zstd: 19 - Decompression Speedavifenc: 10, Losslesswebp: Quality 100gimp: unsharp-maskwebp: Quality 100, Lossless, Highest Compressiongraphics-magick: HWB Color Spacernnoise: 26 Minute Long Talking Sampleoctave-benchmark: jpegxl-decode: 1webp: Quality 100, Losslessgimp: rotatepybench: Total For Average Test Timesgimp: auto-levelssrsran: PDSCH Processor Benchmark, Throughput Totalsrsran: PUSCH Processor Benchmark, Throughput Totalstockfish: Chess Benchmarkopenradioss: Cell Phone Drop Testcompress-zstd: 12 - Compression Speeddarktable: Server Rack - CPU-onlywireguard: Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U424.90114.3833.2033.6333.4129.50411.7911.780.9078.621366.3717.9316.43210.6368.670.413560.12659207.95268.79237.12763.37465.93312909798.9416.94374.169540467423796104619524325201181186.367686226236974387.089318519501.73628.285.083583211.9836.51142.328760571241333.86069403372.72101.906.65038.28180.392682.980.649931.4331.51103.806540.970415.915.440317.61821.6000.72918.0161293.8391.0363511.588057202.031.71831546.73731.1695982.216601288.92410.10446.198.8202.3645358.79610.38534.427295.69642.468152.655186.922265881578.10480.7507.91082.912636.131357.14664.34287.7695.94111.3001472.21870.221.064.2011952731597.95.52513.5917.3430.682178.2856.53771.8451.8614.30368914.8552919.5585.87284809225.61128.10.326174.665353.42165.4929.0329.4451.5725.11364.3517.381.32102.781183.0026.9719.78241.0560.230.453360.14078237.75329.35278.66978.98344.991955612753.0419.18283.216457194967550751427216514138988124.265007779163862253.618010917630.62473.695.894568515.1146.4997.179239340224223.41951175394.90116.208.662910.96710.544994.560.903634.8634.92152.063061.452317.708.151121.10619.6220.79421.5331522.8761.3426132.044402168.552.25391752.68901.5316812.898139239.2939.98515.8910.4113.10214710.29313.86446.021384.35137.118125.963163.616316990666.87873.2196.40572.942868.46549.908307.94656.84475.6185.2299.7641536.11862.720.944.2112001301640.55.21113.4317.7740.662278.7776.67970.5771.8314.16768414.8753353.8619.810528072167.85113.90.215198.98573.6729.125.977.8912.957.58111.224.710.37274.54407.258.0954.28668.8023.171.189090.34917506.66609.76526.681692.87210.881434621369.7235.95180.56461889360438910130411207810073893.695827482119185196.262374344987.94324.909.816804122.6366.6977.989696956133187.842073285124.79172.4611.196513.84140.6345133.831.044049.9549.97164.522964.735424.768.373226.77314.2751.10026.7591894.1641.5001982.267059142.672.42599665.521021.6322113.085569331.39413.7608.0311.9153.19256611.86613.27400.694385.30632.685117.762144.224247590960.82364.8326.65667.379706.63518.269291.29553.15072.6534.95310.1591666.52103.723.644.7010781801764.85.00514.4816.5200.712138.5766.31773.9121.9014.46567514.8274593.41039.613872038115.41120.30.194196.934OpenBenchmarking.org

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: Machine Translation EN To DE FP16 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U90180270360450SE +/- 3.28, N = 3SE +/- 3.43, N = 15SE +/- 0.43, N = 3424.90353.4273.67MIN: 285.23 / MAX: 787.96MIN: 144.51 / MAX: 495.53MIN: 38.73 / MAX: 86.331. (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: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U4080120160200SE +/- 1.22, N = 3SE +/- 1.94, N = 15SE +/- 0.05, N = 3114.38165.4929.12MIN: 71.25 / MAX: 185.83MIN: 87.16 / MAX: 226.931. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Re-Identification Retail FP16 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U816243240SE +/- 0.32, N = 3SE +/- 0.24, N = 14SE +/- 0.03, N = 333.2029.035.97MIN: 16.94 / MAX: 67.99MIN: 15.72 / MAX: 47.41MIN: 3.6 / MAX: 16.071. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U816243240SE +/- 0.33, N = 3SE +/- 0.29, N = 15SE +/- 0.09, N = 1533.6329.447.89MIN: 20.05 / MAX: 68.26MIN: 13.55 / MAX: 64.14MIN: 4.74 / MAX: 74.931. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1224364860SE +/- 0.33, N = 3SE +/- 0.45, N = 12SE +/- 0.01, N = 333.4151.5712.95MIN: 19.68 / MAX: 53.92MIN: 20.89 / MAX: 72.63MIN: 7.74 / MAX: 28.751. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U714212835SE +/- 0.28, N = 3SE +/- 0.21, N = 15SE +/- 0.01, N = 329.5025.117.58MIN: 13.14 / MAX: 62.17MIN: 11.08 / MAX: 44.94MIN: 3.84 / MAX: 21.111. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Detection FP16 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U90180270360450SE +/- 3.92, N = 3SE +/- 2.60, N = 15SE +/- 0.92, N = 3411.79364.35111.22MIN: 297.71 / MAX: 796.69MIN: 173.71 / MAX: 494.67MIN: 61.34 / MAX: 169.581. (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: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U48121620SE +/- 0.15, N = 3SE +/- 0.19, N = 15SE +/- 0.02, N = 311.7817.384.71MIN: 7.31 / MAX: 24.81MIN: 8.92 / MAX: 29.53MIN: 2.72 / MAX: 16.161. (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: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.2970.5940.8911.1881.485SE +/- 0.01, N = 3SE +/- 0.01, N = 15SE +/- 0.00, N = 30.901.320.37MIN: 0.37 / MAX: 8.72MIN: 0.37 / MAX: 73.11MIN: 0.19 / MAX: 9.821. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U60120180240300SE +/- 0.84, N = 3SE +/- 1.23, N = 15SE +/- 0.49, N = 378.62102.78274.541. (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 FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U30060090012001500SE +/- 9.04, N = 3SE +/- 10.65, N = 15SE +/- 0.71, N = 31366.371183.00407.25MIN: 1004.65 / MAX: 2774.66MIN: 543.01 / MAX: 1811.83MIN: 345.86 / MAX: 454.441. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U612182430SE +/- 0.22, N = 3SE +/- 0.25, N = 15SE +/- 0.01, N = 317.9326.978.09MIN: 10.03 / MAX: 33.12MIN: 12.17 / MAX: 45.73MIN: 3.95 / MAX: 72.521. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1224364860SE +/- 0.13, N = 3SE +/- 0.19, N = 15SE +/- 0.31, N = 316.4319.7854.281. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U140280420560700SE +/- 2.10, N = 3SE +/- 2.13, N = 14SE +/- 3.37, N = 3210.63241.05668.801. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1530456075SE +/- 0.73, N = 3SE +/- 0.49, N = 15SE +/- 0.13, N = 368.6760.2323.17MIN: 43.2 / MAX: 136.4MIN: 27.81 / MAX: 98.42MIN: 11.05 / MAX: 84.851. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 AtomsLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.26750.5350.80251.071.3375SE +/- 0.00034, N = 3SE +/- 0.00072, N = 3SE +/- 0.00165, N = 30.413560.453361.18909

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 AtomsLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.07860.15720.23580.31440.393SE +/- 0.00049, N = 3SE +/- 0.00003, N = 3SE +/- 0.00013, N = 30.126590.140780.34917

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: Person Vehicle Bike Detection FP16 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U110220330440550SE +/- 2.10, N = 3SE +/- 2.36, N = 15SE +/- 6.07, N = 15207.95237.75506.661. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U130260390520650SE +/- 2.62, N = 3SE +/- 3.12, N = 12SE +/- 0.64, N = 3268.79329.35609.761. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U110220330440550SE +/- 2.27, N = 3SE +/- 2.31, N = 15SE +/- 0.65, N = 3237.12278.66526.681. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U400800120016002000SE +/- 9.60, N = 3SE +/- 10.99, N = 15SE +/- 6.51, N = 3763.37978.981692.871. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenRadioss

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U100200300400500SE +/- 4.63, N = 5SE +/- 0.84, N = 3SE +/- 1.38, N = 3465.93344.99210.88

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: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U7K14K21K28K35KSE +/- 406.57, N = 3SE +/- 157.18, N = 15SE +/- 18.55, N = 3312901955614346

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: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U5K10K15K20K25KSE +/- 123.71, N = 3SE +/- 129.12, N = 15SE +/- 80.35, N = 39798.9412753.0421369.721. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U816243240SE +/- 0.15, N = 3SE +/- 0.14, N = 15SE +/- 0.30, N = 316.9419.1835.951. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenRadioss

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U80160240320400SE +/- 1.70, N = 3SE +/- 0.53, N = 3SE +/- 0.51, N = 3374.16283.21180.56

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: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U200K400K600K800K1000KSE +/- 897.27, N = 3SE +/- 1321.84, N = 3SE +/- 668.81, N = 3954046645719461889

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U16003200480064008000SE +/- 87.41, N = 4SE +/- 46.53, N = 7SE +/- 2.96, N = 3742349673604

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U200K400K600K800K1000KSE +/- 1790.16, N = 3SE +/- 1495.52, N = 3SE +/- 331.58, N = 3796104550751389101

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U13002600390052006500SE +/- 39.52, N = 15SE +/- 31.33, N = 11SE +/- 2.08, N = 3619542723041

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U5K10K15K20K25KSE +/- 217.90, N = 7SE +/- 203.50, N = 15SE +/- 19.94, N = 3243251651412078

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U40K80K120K160K200KSE +/- 521.40, N = 3SE +/- 1231.06, N = 3SE +/- 159.94, N = 3201181138988100738

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: Homogeneous HalfspaceLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U4080120160200SE +/- 2.16, N = 12SE +/- 1.41, N = 4SE +/- 1.06, N = 3186.37124.2793.701. (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

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: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U50K100K150K200K250KSE +/- 2952.83, N = 3SE +/- 1023.89, N = 3SE +/- 146.93, N = 3236974163862119185

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U80160240320400SE +/- 4.27, N = 9SE +/- 3.81, N = 9SE +/- 1.47, N = 3387.09253.62196.261. (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

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: Weld Porosity Detection FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U2004006008001000SE +/- 6.12, N = 3SE +/- 5.87, N = 15SE +/- 1.71, N = 3501.73630.62987.941. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U140280420560700SE +/- 6.57, N = 3SE +/- 5.58, N = 4SE +/- 0.44, N = 3628.28473.69324.90

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U3691215SE +/- 0.04, N = 3SE +/- 0.05, N = 15SE +/- 0.01, N = 35.085.899.811. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

7-Zip Compression

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

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U15K30K45K60K75KSE +/- 822.60, N = 3SE +/- 550.54, N = 14SE +/- 169.98, N = 33583245685680411. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: ResNet-50Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U510152025SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 311.9815.1122.63

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: GoogLeNetLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1530456075SE +/- 0.20, N = 3SE +/- 0.40, N = 8SE +/- 0.10, N = 336.5146.4966.69

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: Mount St. HelensLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U306090120150SE +/- 1.74, N = 12SE +/- 0.73, N = 15SE +/- 0.63, N = 9142.3397.1877.991. (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

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: RotateLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U50100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 32412241331. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

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: Water-layered HalfspaceLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U70140210280350SE +/- 3.67, N = 9SE +/- 1.95, N = 12SE +/- 0.54, N = 3333.86223.42187.841. (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

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: AlexNetLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U306090120150SE +/- 0.94, N = 3SE +/- 0.80, N = 15SE +/- 0.10, N = 372.7294.90124.79

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: Road Segmentation ADAS FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U4080120160200SE +/- 1.09, N = 3SE +/- 0.99, N = 15SE +/- 0.97, N = 3101.90116.20172.461. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U3691215SE +/- 0.0496, N = 3SE +/- 0.0695, N = 9SE +/- 0.0504, N = 36.65038.662911.1965MIN: 6.48 / MAX: 7.8MIN: 8.33 / MAX: 10.17MIN: 10.99 / MAX: 12.53

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U48121620SE +/- 0.0668, N = 3SE +/- 0.1015, N = 7SE +/- 0.0310, N = 38.281810.967113.8414MIN: 8.01 / MAX: 9.49MIN: 10.5 / MAX: 12.41MIN: 13.7 / MAX: 15.24

ASTC Encoder

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

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ExhaustiveLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.14280.28560.42840.57120.714SE +/- 0.0041, N = 3SE +/- 0.0061, N = 5SE +/- 0.0006, N = 30.39260.54490.63451. (CXX) g++ options: -O3 -flto -pthread

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U306090120150SE +/- 0.70, N = 3SE +/- 0.66, N = 3SE +/- 0.21, N = 382.9894.56133.831. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

ASTC Encoder

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

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: Very ThoroughLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.23490.46980.70470.93961.1745SE +/- 0.0061, N = 6SE +/- 0.0115, N = 9SE +/- 0.0018, N = 30.64990.90361.04401. (CXX) g++ options: -O3 -flto -pthread

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: PlatformLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1122334455SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 331.4334.8649.951. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: Video On DemandLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1122334455SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 331.5134.9249.971. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

ASTC Encoder

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

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: FastLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U4080120160200SE +/- 0.92, N = 3SE +/- 2.02, N = 3SE +/- 0.88, N = 3103.81152.06164.521. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: MediumLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1428425670SE +/- 0.20, N = 3SE +/- 0.53, N = 3SE +/- 0.27, N = 340.9761.4564.741. (CXX) g++ options: -O3 -flto -pthread

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: UploadLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U612182430SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 315.9117.7024.761. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

ASTC Encoder

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

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ThoroughLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U246810SE +/- 0.0316, N = 3SE +/- 0.0925, N = 4SE +/- 0.0396, N = 35.44038.15118.37321. (CXX) g++ options: -O3 -flto -pthread

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: 90Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U612182430SE +/- 0.21, N = 4SE +/- 0.18, N = 15SE +/- 0.11, N = 317.6221.1126.771. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

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: resizeLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U510152025SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 421.6019.6214.28

GROMACS

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

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.24750.4950.74250.991.2375SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 30.7290.7941.1001. (CXX) g++ options: -O3 -lm

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: 90Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U612182430SE +/- 0.14, N = 3SE +/- 0.18, N = 15SE +/- 0.14, N = 318.0221.5326.761. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: ResizingLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U4080120160200SE +/- 1.00, N = 3SE +/- 1.41, N = 6SE +/- 0.33, N = 31291521891. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

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: Server Room - Acceleration: CPU-onlyLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.93691.87382.81073.74764.6845SE +/- 0.023, N = 7SE +/- 0.025, N = 15SE +/- 0.010, N = 73.8392.8764.164

Stargate Digital Audio Workstation

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

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 512Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.33750.6751.01251.351.6875SE +/- 0.002214, N = 3SE +/- 0.006635, N = 3SE +/- 0.001795, N = 31.0363511.3426131.5001981. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.51011.02021.53032.04042.5505SE +/- 0.011851, N = 3SE +/- 0.024247, N = 3SE +/- 0.002827, N = 31.5880572.0444022.2670591. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U4080120160200SE +/- 1.82, N = 3SE +/- 1.83, N = 12SE +/- 0.18, N = 3202.03168.55142.67

Stargate Digital Audio Workstation

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

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 1024Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.54581.09161.63742.18322.729SE +/- 0.010674, N = 3SE +/- 0.017344, N = 10SE +/- 0.001207, N = 31.7183152.2539172.4259961. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1530456075SE +/- 0.58, N = 4SE +/- 0.55, N = 15SE +/- 0.46, N = 546.7352.6865.521. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Meta Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U102030405032.5138.1045.50

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: SwirlLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U20406080100SE +/- 1.00, N = 3SE +/- 0.77, N = 15SE +/- 0.33, N = 373901021. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

Stargate Digital Audio Workstation

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

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 1024Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.36720.73441.10161.46881.836SE +/- 0.003894, N = 3SE +/- 0.008395, N = 3SE +/- 0.000508, N = 31.1695981.5316811.6322111. (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: 512Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.69431.38862.08292.77723.4715SE +/- 0.021672, N = 3SE +/- 0.021774, N = 15SE +/- 0.006120, N = 32.2166012.8981393.0855691. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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: AllLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U70140210280350SE +/- 2.27, N = 14SE +/- 2.26, N = 15SE +/- 1.25, N = 3288.92239.29331.39

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U48121620SE +/- 0.10, N = 3SE +/- 0.08, N = 15SE +/- 0.07, N = 310.109.9813.701. (CC) gcc options: -O3 -pthread -lz -llzma

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Noise-GaussianLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1326395265SE +/- 0.58, N = 3SE +/- 0.43, N = 15SE +/- 0.33, N = 34451601. (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: 19, Long Mode - Compression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U246810SE +/- 0.07, N = 5SE +/- 0.06, N = 3SE +/- 0.02, N = 36.195.898.031. (CC) gcc options: -O3 -pthread -lz -llzma

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U3691215SE +/- 0.115, N = 3SE +/- 0.106, N = 15SE +/- 0.009, N = 38.82010.41111.9151. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

Stargate Digital Audio Workstation

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

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 1024Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.71831.43662.15492.87323.5915SE +/- 0.021766, N = 3SE +/- 0.022005, N = 15SE +/- 0.004444, N = 32.3645353.1021473.1925661. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U3691215SE +/- 0.126, N = 3SE +/- 0.106, N = 15SE +/- 0.021, N = 38.79610.29311.8661. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

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 4KLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U48121620SE +/- 0.06, N = 3SE +/- 0.10, N = 12SE +/- 0.10, N = 1510.3813.8613.271. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U120240360480600SE +/- 0.52, N = 3SE +/- 0.28, N = 3SE +/- 1.25, N = 3534.43446.02400.69

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: EnhancedLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U918273645SE +/- 0.24, N = 9SE +/- 0.43, N = 15SE +/- 0.00, N = 32938381. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

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: Masskrug - Acceleration: CPU-onlyLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1.28162.56323.84485.12646.408SE +/- 0.034, N = 6SE +/- 0.034, N = 10SE +/- 0.011, N = 75.6964.3515.306

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1020304050SE +/- 0.45, N = 5SE +/- 0.29, N = 15SE +/- 0.03, N = 342.4737.1232.69

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U306090120150SE +/- 0.38, N = 3SE +/- 0.95, N = 3SE +/- 0.25, N = 3152.66125.96117.76

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U4080120160200SE +/- 0.93, N = 3SE +/- 1.02, N = 3SE +/- 0.07, N = 3186.92163.62144.221. (CXX) g++ options: -O3 -fPIC -lm

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: SharpenLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U714212835SE +/- 0.18, N = 13SE +/- 0.33, N = 15SE +/- 0.00, N = 32631241. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

7-Zip Compression

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

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U16K32K48K64K80KSE +/- 413.98, N = 3SE +/- 453.55, N = 14SE +/- 483.83, N = 35881569906759091. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U20406080100SE +/- 0.70, N = 3SE +/- 0.92, N = 3SE +/- 0.18, N = 378.1066.8860.82

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U20406080100SE +/- 0.65, N = 3SE +/- 0.58, N = 3SE +/- 0.06, N = 380.7573.2264.83

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: 6Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U246810SE +/- 0.069, N = 15SE +/- 0.050, N = 6SE +/- 0.048, N = 67.9106.4056.6561. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 2Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U20406080100SE +/- 0.49, N = 3SE +/- 0.49, N = 3SE +/- 0.09, N = 382.9172.9467.381. (CXX) g++ options: -O3 -fPIC -lm

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: INIVOL and Fluid Structure Interaction Drop ContainerAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U2004006008001000SE +/- 1.17, N = 3SE +/- 4.00, N = 3868.46706.63

Model: INIVOL and Fluid Structure Interaction Drop Container

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

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 5K - Rays Per Pixel: 16Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U140280420560700SE +/- 1.25, N = 3SE +/- 0.94, N = 3SE +/- 0.29, N = 3636.13549.91518.271. (CC) gcc options: -lpthread -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 4K - Rays Per Pixel: 16Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U80160240320400SE +/- 0.74, N = 3SE +/- 2.13, N = 3SE +/- 0.41, N = 3357.15307.95291.301. (CC) gcc options: -lpthread -lm

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1428425670SE +/- 0.21, N = 3SE +/- 0.66, N = 3SE +/- 0.03, N = 364.3456.8453.151. RawTherapee, version 5.8, command line.

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 1080p - Rays Per Pixel: 16Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U20406080100SE +/- 0.64, N = 3SE +/- 0.57, N = 15SE +/- 0.10, N = 387.7775.6272.651. (CC) gcc options: -lpthread -lm

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1.33672.67344.01015.34686.6835SE +/- 0.047, N = 6SE +/- 0.034, N = 14SE +/- 0.011, N = 75.9415.2294.953

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U3691215SE +/- 0.072, N = 15SE +/- 0.090, N = 5SE +/- 0.040, N = 511.3009.76410.1591. (CXX) g++ options: -O3 -fPIC -lm

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U400800120016002000SE +/- 8.80, N = 5SE +/- 13.53, N = 3SE +/- 3.84, N = 31472.21536.11666.51. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U5001000150020002500SE +/- 7.86, N = 4SE +/- 8.52, N = 14SE +/- 5.92, N = 31870.21862.72103.71. (CC) gcc options: -O3 -pthread -lz -llzma

WebP Image Encode

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: DefaultLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U612182430SE +/- 0.08, N = 12SE +/- 0.06, N = 12SE +/- 0.03, N = 1221.0620.9423.641. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, Highest CompressionLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1.05752.1153.17254.235.2875SE +/- 0.02, N = 7SE +/- 0.02, N = 7SE +/- 0.01, N = 74.204.214.701. (CC) gcc options: -fvisibility=hidden -O2 -lm

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U300K600K900K1200K1500KSE +/- 13427.42, N = 3SE +/- 5153.34, N = 3SE +/- 11910.62, N = 3119527312001301078180

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U400800120016002000SE +/- 3.75, N = 3SE +/- 4.67, N = 15SE +/- 2.82, N = 31597.91640.51764.81. (CC) gcc options: -O3 -pthread -lz -llzma

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 10, LosslessLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1.24312.48623.72934.97246.2155SE +/- 0.051, N = 7SE +/- 0.025, N = 7SE +/- 0.021, N = 75.5255.2115.0051. (CXX) g++ options: -O3 -fPIC -lm

WebP Image Encode

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U48121620SE +/- 0.03, N = 11SE +/- 0.04, N = 11SE +/- 0.01, N = 1113.5913.4314.481. (CC) gcc options: -fvisibility=hidden -O2 -lm

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-maskLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U48121620SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 317.3417.7716.52

WebP Image Encode

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, Lossless, Highest CompressionLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.15980.31960.47940.63920.799SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.680.660.711. (CC) gcc options: -fvisibility=hidden -O2 -lm

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample high resolution (currently 15400 x 6940) JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: HWB Color SpaceLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U50100150200250SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 32172272131. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

RNNoise

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 0.2Input: 26 Minute Long Talking SampleLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U246810SE +/- 0.073, N = 15SE +/- 0.066, N = 5SE +/- 0.010, N = 58.2858.7778.5761. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

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 6.4.0Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U246810SE +/- 0.031, N = 6SE +/- 0.033, N = 6SE +/- 0.020, N = 76.5376.6796.317

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: 1Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U1632486480SE +/- 0.31, N = 3SE +/- 0.52, N = 3SE +/- 0.16, N = 371.8570.5873.91

WebP Image Encode

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, LosslessLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.42750.8551.28251.712.1375SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 0.01, N = 41.861.831.901. (CC) gcc options: -fvisibility=hidden -O2 -lm

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: rotateLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U48121620SE +/- 0.05, N = 4SE +/- 0.01, N = 4SE +/- 0.02, N = 414.3014.1714.47

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 TimesLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U150300450600750SE +/- 5.34, N = 10SE +/- 4.21, N = 4SE +/- 1.66, N = 4689684675

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: auto-levelsLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U48121620SE +/- 0.08, N = 4SE +/- 0.03, N = 4SE +/- 0.01, N = 414.8614.8814.83

Darktable

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

MinAvgMaxAcer Swift 14 - Core Ultra 7 155H4.49.626.7Framework 13 - Ryzen 7 7840U3.47.321.0OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 3.8.1CPU Power Consumption Monitor816243240

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U20406080100Min: 39 / Avg: 78.05 / Max: 104Min: 45 / Avg: 86.81 / Max: 110Min: 44.88 / Avg: 85.42 / Max: 100.63

CPU Power Consumption Monitor

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

srsRAN Project

MinAvgMaxLenovo T14 Gen5 - Intel Core Ultra 7 165U58.081.497.0Acer Swift 14 - Core Ultra 7 155H58.087.0107.0Framework 13 - Ryzen 7 7840U56.083.594.1OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Intel Core Ultra 7 165U15.570.9128.1Acer Swift 14 - Core Ultra 7 155H5.930.864.9Framework 13 - Ryzen 7 7840U3.428.351.0OpenBenchmarking.orgWatts, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Power Consumption Monitor4080120160200

OpenBenchmarking.orgMbps Per Watt, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U408012016020041.20108.78162.34

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U10002000300040005000SE +/- 53.29, N = 15SE +/- 27.18, N = 15SE +/- 18.33, N = 52919.53353.84593.4-mavx512f -mavx512cd -mavx512bw -mavx512dq1. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -fno-trapping-math -fno-math-errno -ldl

MinAvgMaxLenovo T14 Gen5 - Intel Core Ultra 7 165U58.082.997.0Acer Swift 14 - Core Ultra 7 155H59.087.2105.0Framework 13 - Ryzen 7 7840U54.885.396.1OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Intel Core Ultra 7 165U8.769.5114.9Acer Swift 14 - Core Ultra 7 155H5.931.164.1Framework 13 - Ryzen 7 7840U3.628.348.8OpenBenchmarking.orgWatts, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Power Consumption Monitor4080120160200

OpenBenchmarking.orgMbps Per Watt, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U8162432408.42919.90436.684

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U2004006008001000SE +/- 7.77, N = 15SE +/- 11.26, N = 15SE +/- 0.04, N = 5585.8619.81039.6MIN: 318.2 / MAX: 643MIN: 350.2 / MAX: 738-mavx512f -mavx512cd -mavx512bw -mavx512dq - MIN: 636.5 / MAX: 1039.71. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -fno-trapping-math -fno-math-errno -ldl

Stockfish

MinAvgMaxLenovo T14 Gen5 - Intel Core Ultra 7 165U56.082.297.0Acer Swift 14 - Core Ultra 7 155H58.085.5104.0Framework 13 - Ryzen 7 7840U54.883.690.3OpenBenchmarking.orgCelsius, Fewer Is BetterStockfish 16.1CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Intel Core Ultra 7 165U15.473.1130.0Acer Swift 14 - Core Ultra 7 155H5.930.365.7Framework 13 - Ryzen 7 7840U3.532.147.3OpenBenchmarking.orgWatts, Fewer Is BetterStockfish 16.1CPU Power Consumption Monitor4080120160200

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterStockfish 16.1Chess BenchmarkLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U90K180K270K360K450K99719.45346918.80431661.03

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 16.1Chess BenchmarkLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U3M6M9M12M15MSE +/- 67483.57, N = 3SE +/- 409767.78, N = 6SE +/- 38079.47, N = 372848091052807213872038-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

OpenRadioss

OpenBenchmarking.orgCelsius, Fewer Is BetterOpenRadioss 2023.09.15CPU Temperature MonitorLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U20406080100Min: 56 / Avg: 79.65 / Max: 98Min: 58 / Avg: 86.62 / Max: 105Min: 54.38 / Avg: 80.21 / Max: 87.63

OpenBenchmarking.orgWatts, Fewer Is BetterOpenRadioss 2023.09.15CPU Power Consumption MonitorLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U20406080100Min: 10.13 / Avg: 71.83 / Max: 127.3Min: 5.87 / Avg: 30.11 / Max: 64.62Min: 3.68 / Avg: 28.46 / Max: 44.88

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U50100150200250SE +/- 5.51, N = 12SE +/- 2.13, N = 12SE +/- 0.56, N = 3225.61167.85115.41

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U306090120150SE +/- 1.44, N = 4SE +/- 2.30, N = 14SE +/- 0.48, N = 3128.1113.9120.31. (CC) gcc options: -O3 -pthread -lz -llzma

Darktable

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

MinAvgMaxLenovo T14 Gen5 - Intel Core Ultra 7 165U8.023.458.2OpenBenchmarking.orgWatts, Fewer Is BetterDarktableCPU Power Consumption Monitor1632486480

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Rack - Acceleration: CPU-onlyLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U0.07340.14680.22020.29360.367SE +/- 0.002, N = 15SE +/- 0.006, N = 15SE +/- 0.000, N = 130.3260.2150.194

WireGuard + Linux Networking Stack Stress Test

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

MinAvgMaxLenovo T14 Gen5 - Intel Core Ultra 7 165U15.270.090.9Acer Swift 14 - Core Ultra 7 155H3.231.156.3Framework 13 - Ryzen 7 7840U3.632.544.4OpenBenchmarking.orgWatts, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestCPU Power Consumption Monitor20406080100

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HFramework 13 - Ryzen 7 7840U4080120160200SE +/- 1.70, N = 3SE +/- 6.45, N = 12SE +/- 1.10, N = 3174.67198.99196.93

143 Results Shown

OpenVINO:
  Machine Translation EN To DE FP16 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
  Person Re-Identification Retail FP16 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Noise Suppression Poconet-Like FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Person Detection FP16 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
  Face Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Machine Translation EN To DE FP16 - CPU
  Person Re-Identification Retail FP16 - CPU
  Road Segmentation ADAS FP16-INT8 - CPU
NAMD:
  ATPase with 327,506 Atoms
  STMV with 1,066,628 Atoms
OpenVINO:
  Person Vehicle Bike Detection FP16 - CPU
  Noise Suppression Poconet-Like FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Face Detection Retail FP16-INT8 - CPU
OpenRadioss
OSPRay Studio
OpenVINO:
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Person Detection FP16 - CPU
OpenRadioss
OSPRay Studio:
  3 - 4K - 32 - Path Tracer - CPU
  3 - 1080p - 1 - Path Tracer - CPU
  1 - 4K - 32 - Path Tracer - CPU
  1 - 1080p - 1 - Path Tracer - CPU
  1 - 4K - 1 - Path Tracer - CPU
  1 - 1080p - 32 - Path Tracer - CPU
SPECFEM3D
OSPRay Studio
SPECFEM3D
OpenVINO
OpenRadioss
OpenVINO
7-Zip Compression
TensorFlow:
  CPU - 32 - ResNet-50
  CPU - 32 - GoogLeNet
SPECFEM3D
GraphicsMagick
SPECFEM3D
TensorFlow
OpenVINO
Embree:
  Pathtracer ISPC - Crown
  Pathtracer ISPC - Asian Dragon
ASTC Encoder
FFmpeg
ASTC Encoder
FFmpeg:
  libx265 - Platform
  libx265 - Video On Demand
ASTC Encoder:
  Fast
  Medium
FFmpeg
ASTC Encoder
JPEG-XL libjxl
GIMP
GROMACS
JPEG-XL libjxl
GraphicsMagick
Darktable
Stargate Digital Audio Workstation:
  192000 - 512
  96000 - 512
Blender
Stargate Digital Audio Workstation
x265
Meta Performance Per Watts
GraphicsMagick
Stargate Digital Audio Workstation:
  192000 - 1024
  44100 - 512
JPEG-XL Decoding libjxl
Zstd Compression
GraphicsMagick
Zstd Compression
JPEG-XL libjxl
Stargate Digital Audio Workstation
JPEG-XL libjxl
x265
Timed Godot Game Engine Compilation
GraphicsMagick
Darktable
Timed Mesa Compilation
Timed Linux Kernel Compilation
libavif avifenc
GraphicsMagick
7-Zip Compression
Timed FFmpeg Compilation
Timed PHP Compilation
libavif avifenc:
  6
  2
OpenRadioss
C-Ray:
  5K - 16
  4K - 16
RawTherapee
C-Ray
Darktable
libavif avifenc
Zstd Compression:
  19, Long Mode - Decompression Speed
  12 - Decompression Speed
WebP Image Encode:
  Default
  Quality 100, Highest Compression
PHPBench
Zstd Compression
libavif avifenc
WebP Image Encode
GIMP
WebP Image Encode
GraphicsMagick
RNNoise
GNU Octave Benchmark
JPEG-XL Decoding libjxl
WebP Image Encode
GIMP
PyBench
GIMP
Darktable:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring
  CPU Temp Monitor
  CPU Power Consumption Monitor
  PDSCH Processor Benchmark, Throughput Total
srsRAN Project
srsRAN Project:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  PUSCH Processor Benchmark, Throughput Total
srsRAN Project
Stockfish:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  Chess Benchmark
Stockfish
OpenRadioss:
  CPU Temp Monitor
  CPU Power Consumption Monitor
OpenRadioss
Zstd Compression
Darktable:
  CPU Temp Monitor
  CPU Power Consumption Monitor
Darktable
WireGuard + Linux Networking Stack Stress Test:
  CPU Temp Monitor
  CPU Power Consumption Monitor
WireGuard + Linux Networking Stack Stress Test