Intel Core Ultra 7 165U

Tests for a future article. Intel Core Ultra 7 155H testing with a MTL Swift SFG14-72T Coral_MTH (V1.01 BIOS) and llvmpipe 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 2405164-NE-2405141NE06
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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
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Intel Core Ultra 7 165UProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionOpenGLLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155HIntel 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)1920x1200OpenBenchmarking.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 Python 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

Lenovo T14 Gen5 - Intel Core Ultra 7 165U vs. Acer Swift 14 - Core Ultra 7 155H ComparisonPhoronix Test SuiteBaseline+15%+15%+30%+30%+45%+45%+60%+60%60%52.6%51.6%50%50%49.8%49.4%49.4%47.7%47.3%46.5%46.5%45%44.7%44.6%44.5%44.5%39%38.8%35.1%34.4%33.5%33.5%32.6%32.4%32.1%31.2%31.2%31%31%30.9%30.7%30.7%30.5%30.3%30.1%29.6%28.7%28.2%27.5%27.3%26.1%25.7%23.5%23.3%22.5%21.2%20.4%20.2%19.9%19.8%19.8%19.5%19.2%18.9%18%17.8%17.5%17.5%17%16.8%16.1%16%15.9%15.9%15.7%15.7%15.5%14.9%14.4%14.4%14.4%14.3%14.2%14.2%14%14%14%13.7%13.6%13.2%13.2%13%12.7%11.3%11.2%10.9%10.8%10.3%10.1%9.6%8.9%6%5.8%4.6%4.3%2.7%3 - 4K - 1 - Path Tracer - CPUN.S.P.L.F - CPU54.4%Layered HalfspaceServer Rack - CPU-onlyW.P.D.F.I - CPU50.4%MediumH.HThorough3 - 1080p - 1 - Path Tracer - CPUW.l.H3 - 4K - 32 - Path Tracer - CPUF.D.R.F.I - CPU47.5%1 - 4K - 1 - Path Tracer - CPUA.G.R.R.0.F.I - CPU46.7%FastMount St. Helens1 - 1080p - 1 - Path Tracer - CPU1 - 1080p - 32 - Path Tracer - CPUH.E.R.F.I - CPU44.7%3 - 1080p - 32 - Path Tracer - CPU1 - 4K - 32 - Path Tracer - CPUChess BenchmarkVery ThoroughExhaustiveR.O.R.S.IC.P.D.TBosphorus 4KServer Room - CPU-onlyB.S.o.WPathtracer ISPC - Asian DragonBumper Beam44100 - 102496000 - 1024Enhanced192000 - 1024Masskrug - CPU-only44100 - 512H.E.R.F.I - CPUCPU - 32 - AlexNetPathtracer ISPC - CrownA.G.R.R.0.F.I - CPU192000 - 51296000 - 512F.D.R.F.I - CPUD.RCPU - 32 - GoogLeNetCPU - 32 - ResNet-50W.P.D.F.I - CPU6SwirlN.S.P.L.F - CPUdefconfigAll20.7%M.T.E.T.D.F - CPUM.T.E.T.D.F - CPUBMW27 - CPU-OnlyTime To CompilePNG - 90JPEG - 90SharpenCompression RatingPNG - 100ResizingV.D.F.I - CPUV.D.F.I - CPUJPEG - 100Time To Compile1080p - 164K - 16F.D.F.I - CPUNoise-Gaussian6, Lossless5K - 16F.D.F.I - CPUP.P.B.T.TP.R.I.R.F - CPUTime To CompileP.R.I.R.F - CPUP.V.B.D.F - CPUP.V.B.D.F - CPUR.S.A.F.I - CPUR.S.A.F.I - CPUlibx265 - Live13.9%2Boat - CPU-onlyP.D.F - CPUT.B.TP.D.F - CPUBosphorus 1080p12 - Compression Speed12.5%libx265 - UploadS.w.1.0.6.Alibx265 - Platformlibx265 - Video On DemandTime To CompileresizeA.w.3.5.AMPI CPU - water_GMX50_bareRotate7.6%10, Lossless2.M.L.T.S5.9%P.P.B.T.T19, Long Mode - Compression Speed5.1%HWB Color Space19, Long Mode - D.SQ.1.L.H.C3%19 - D.Sunsharp-mask2.5%2.2%OSPRay StudioOpenVINOSPECFEM3DDarktableOpenVINOASTC EncoderSPECFEM3DASTC EncoderOSPRay StudioSPECFEM3DOSPRay StudioOpenVINOOSPRay StudioOpenVINOASTC EncoderSPECFEM3DOSPRay StudioOSPRay StudioOpenVINOOSPRay StudioOSPRay StudioStockfishASTC EncoderASTC EncoderOpenRadiossOpenRadiossx265DarktableOpenRadiossEmbreeOpenRadiossStargate Digital Audio WorkstationStargate Digital Audio WorkstationGraphicsMagickStargate Digital Audio WorkstationDarktableStargate Digital Audio WorkstationOpenVINOTensorFlowEmbreeOpenVINOStargate Digital Audio WorkstationStargate Digital Audio WorkstationOpenVINO7-Zip CompressionTensorFlowTensorFlowOpenVINOlibavif avifencGraphicsMagickOpenVINOTimed Linux Kernel CompilationJPEG-XL Decoding libjxlOpenVINOOpenVINOBlenderTimed Godot Game Engine CompilationJPEG-XL libjxlJPEG-XL libjxlGraphicsMagick7-Zip CompressionJPEG-XL libjxlGraphicsMagickOpenVINOOpenVINOJPEG-XL libjxlTimed FFmpeg CompilationC-RayC-RayOpenVINOGraphicsMagicklibavif avifencC-RayOpenVINOsrsRAN ProjectOpenVINOTimed Mesa CompilationOpenVINOOpenVINOlibavif avifencOpenVINOOpenVINOOpenVINOFFmpegWireGuard + Linux Networking Stack Stress Testlibavif avifencDarktableOpenVINORawTherapeeOpenVINOx265Zstd CompressionFFmpegNAMDFFmpegFFmpegTimed PHP CompilationGIMPNAMDGROMACSGraphicsMagicklibavif avifencRNNoisesrsRAN ProjectZstd CompressionGraphicsMagickZstd CompressionWebP Image EncodeZstd CompressionGIMPGNU Octave BenchmarkLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H

Intel Core Ultra 7 165Uospray-studio: 3 - 4K - 1 - Path Tracer - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUspecfem3d: Layered Halfspaceopenvino: Weld Porosity Detection FP16-INT8 - CPUastcenc: Mediumspecfem3d: Homogeneous Halfspaceastcenc: Thoroughospray-studio: 3 - 1080p - 1 - Path Tracer - CPUspecfem3d: Water-layered Halfspaceospray-studio: 3 - 4K - 32 - Path Tracer - CPUopenvino: Face Detection Retail FP16-INT8 - CPUospray-studio: 1 - 4K - 1 - Path Tracer - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUastcenc: Fastspecfem3d: Mount St. Helensospray-studio: 1 - 1080p - 1 - Path Tracer - CPUospray-studio: 1 - 1080p - 32 - Path Tracer - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUospray-studio: 3 - 1080p - 32 - Path Tracer - CPUospray-studio: 1 - 4K - 32 - Path Tracer - CPUastcenc: Very Thoroughastcenc: Exhaustiveopenradioss: Rubber O-Ring Seal Installationx265: Bosphorus 4Kdarktable: Server Room - CPU-onlyopenradioss: Bird Strike on Windshieldembree: Pathtracer ISPC - Asian Dragonopenradioss: Bumper Beamstargate: 44100 - 1024stargate: 96000 - 1024graphics-magick: Enhancedstargate: 192000 - 1024darktable: Masskrug - CPU-onlystargate: 44100 - 512openvino: Handwritten English Recognition FP16-INT8 - CPUtensorflow: CPU - 32 - AlexNetembree: Pathtracer ISPC - Crownopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUstargate: 192000 - 512stargate: 96000 - 512openvino: Face Detection Retail FP16-INT8 - CPUcompress-7zip: Decompression Ratingtensorflow: CPU - 32 - GoogLeNettensorflow: CPU - 32 - ResNet-50openvino: Weld Porosity Detection FP16-INT8 - CPUavifenc: 6graphics-magick: Swirlopenvino: Noise Suppression Poconet-Like FP16 - CPUbuild-linux-kernel: defconfigjpegxl-decode: Allopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUblender: BMW27 - CPU-Onlybuild-godot: Time To Compilejpegxl: PNG - 90jpegxl: JPEG - 90graphics-magick: Sharpencompress-7zip: Compression Ratingjpegxl: PNG - 100graphics-magick: Resizingopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUjpegxl: JPEG - 100build-ffmpeg: Time To Compilec-ray: 1080p - 16c-ray: 4K - 16openvino: Face Detection FP16-INT8 - CPUgraphics-magick: Noise-Gaussianavifenc: 6, Losslessc-ray: 5K - 16openvino: Face Detection FP16-INT8 - CPUopenvino: Person Re-Identification Retail FP16 - CPUbuild-mesa: Time To Compileopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUavifenc: 0openvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUffmpeg: libx265 - Liveavifenc: 2darktable: Boat - CPU-onlyopenvino: Person Detection FP16 - CPUrawtherapee: Total Benchmark Timeopenvino: Person Detection FP16 - CPUx265: Bosphorus 1080pffmpeg: libx265 - Uploadnamd: STMV with 1,066,628 Atomsffmpeg: libx265 - Platformffmpeg: libx265 - Video On Demandbuild-php: Time To Compilegimp: resizenamd: ATPase with 327,506 Atomsgromacs: MPI CPU - water_GMX50_baregraphics-magick: Rotateavifenc: 10, Losslessrnnoise: 26 Minute Long Talking Samplecompress-zstd: 19, Long Mode - Compression Speedgraphics-magick: HWB Color Spacecompress-zstd: 19, Long Mode - Decompression Speedwebp: Quality 100, Lossless, Highest Compressioncompress-zstd: 19 - Decompression Speedgimp: unsharp-maskoctave-benchmark: jpegxl-decode: 1webp: Quality 100, Losslesscompress-zstd: 19 - Compression Speedwebp: Quality 100gimp: rotatepybench: Total For Average Test Timeswebp: Defaultphpbench: PHP Benchmark Suitecompress-zstd: 12 - Decompression Speedwebp: Quality 100, Highest Compressiongimp: auto-levelsopenradioss: INIVOL and Fluid Structure Interaction Drop Containersrsran: 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 155H3129033.41387.08931851917.9340.9704186.3676862265.44037423333.86069403395404611.78243250.90103.8065142.3287605716195201181114.382369747961040.64990.3926465.9310.383.839628.288.2818374.162.3645351.718315291.1695985.6962.21660178.6272.726.65039798.941.0363511.588057763.373583236.5111.98501.737.91073268.79152.655288.92416.43424.90202.03534.42717.61818.01626588158.820129237.1229.508.79678.10487.769357.1465.084411.300636.1311366.37210.6342.46833.20207.95186.92233.63101.9068.6782.9882.9125.94116.9464.342411.7946.7315.910.1265931.4331.5180.75021.6000.413560.7292415.5258.2856.192171472.20.681597.917.3436.53771.8451.8610.1013.5914.30368921.0611952731870.24.2014.8552919.5585.87284809225.61128.10.326174.6651955651.57253.61801091726.9761.4523124.2650077798.15114967223.41951175364571917.38165141.32152.063097.1792393404272138988165.491638625507510.90360.5449344.9913.862.876473.6910.9671283.213.1021472.253917381.5316814.3512.898139102.7894.908.662912753.041.3426132.044402978.984568546.4915.11630.626.40590329.35125.963239.29319.78353.42168.55446.02121.10621.533316990610.411152278.6625.1110.29366.87875.618307.9465.89519.764549.9081183.00241.0537.11829.03237.75163.61629.44116.2060.2394.5672.9425.22919.1856.844364.3552.6817.700.1407834.8634.9273.21919.6220.453360.7942245.2118.7775.892271536.10.661640.517.7746.67970.5771.839.9813.4314.16768420.9412001301862.74.2114.875868.463353.8619.810528072167.85113.90.215198.985OpenBenchmarking.org

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 155H7K14K21K28K35KSE +/- 406.57, N = 3SE +/- 157.18, N = 153129019556

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: Noise Suppression Poconet-Like FP16 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H1224364860SE +/- 0.33, N = 3SE +/- 0.45, N = 1233.4151.57MIN: 19.68 / MAX: 53.92MIN: 20.89 / MAX: 72.631. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 155H80160240320400SE +/- 4.27, N = 9SE +/- 3.81, N = 9387.09253.621. (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.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 155H612182430SE +/- 0.22, N = 3SE +/- 0.25, N = 1517.9326.97MIN: 10.03 / MAX: 33.12MIN: 12.17 / MAX: 45.731. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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: MediumLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H1428425670SE +/- 0.20, N = 3SE +/- 0.53, N = 340.9761.451. (CXX) g++ options: -O3 -flto -pthread

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 155H4080120160200SE +/- 2.16, N = 12SE +/- 1.41, N = 4186.37124.271. (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

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 155H246810SE +/- 0.0316, N = 3SE +/- 0.0925, N = 45.44038.15111. (CXX) g++ options: -O3 -flto -pthread

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: 1 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H16003200480064008000SE +/- 87.41, N = 4SE +/- 46.53, N = 774234967

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 155H70140210280350SE +/- 3.67, N = 9SE +/- 1.95, N = 12333.86223.421. (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: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H200K400K600K800K1000KSE +/- 897.27, N = 3SE +/- 1321.84, N = 3954046645719

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 Retail FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H48121620SE +/- 0.15, N = 3SE +/- 0.19, N = 1511.7817.38MIN: 7.31 / MAX: 24.81MIN: 8.92 / MAX: 29.531. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H5K10K15K20K25KSE +/- 217.90, N = 7SE +/- 203.50, N = 152432516514

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: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H0.2970.5940.8911.1881.485SE +/- 0.01, N = 3SE +/- 0.01, N = 150.901.32MIN: 0.37 / MAX: 8.72MIN: 0.37 / MAX: 73.111. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 155H306090120150SE +/- 0.92, N = 3SE +/- 2.02, N = 3103.81152.061. (CXX) g++ options: -O3 -flto -pthread

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 155H306090120150SE +/- 1.74, N = 12SE +/- 0.73, N = 15142.3397.181. (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: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H13002600390052006500SE +/- 39.52, N = 15SE +/- 31.33, N = 1161954272

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 155H40K80K120K160K200KSE +/- 521.40, N = 3SE +/- 1231.06, N = 3201181138988

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: Handwritten English Recognition FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H4080120160200SE +/- 1.22, N = 3SE +/- 1.94, N = 15114.38165.49MIN: 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

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 155H50K100K150K200K250KSE +/- 2952.83, N = 3SE +/- 1023.89, N = 3236974163862

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 155H200K400K600K800K1000KSE +/- 1790.16, N = 3SE +/- 1495.52, N = 3796104550751

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 155H0.20330.40660.60990.81321.0165SE +/- 0.0061, N = 6SE +/- 0.0115, N = 90.64990.90361. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ExhaustiveLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H0.12260.24520.36780.49040.613SE +/- 0.0041, N = 3SE +/- 0.0061, N = 50.39260.54491. (CXX) g++ options: -O3 -flto -pthread

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 155H100200300400500SE +/- 4.63, N = 5SE +/- 0.84, N = 3465.93344.99

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 155H48121620SE +/- 0.06, N = 3SE +/- 0.10, N = 1210.3813.861. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 155H0.86381.72762.59143.45524.319SE +/- 0.023, N = 7SE +/- 0.025, N = 153.8392.876

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 155H140280420560700SE +/- 6.57, N = 3SE +/- 5.58, N = 4628.28473.69

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H3691215SE +/- 0.0668, N = 3SE +/- 0.1015, N = 78.281810.9671MIN: 8.01 / MAX: 9.49MIN: 10.5 / MAX: 12.41

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 155H80160240320400SE +/- 1.70, N = 3SE +/- 0.53, N = 3374.16283.21

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 155H0.6981.3962.0942.7923.49SE +/- 0.021766, N = 3SE +/- 0.022005, N = 152.3645353.1021471. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H0.50711.01421.52132.02842.5355SE +/- 0.010674, N = 3SE +/- 0.017344, N = 101.7183152.2539171. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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 155H918273645SE +/- 0.24, N = 9SE +/- 0.43, N = 1529381. (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 155H0.34460.68921.03381.37841.723SE +/- 0.003894, N = 3SE +/- 0.008395, N = 31.1695981.5316811. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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 155H1.28162.56323.84485.12646.408SE +/- 0.034, N = 6SE +/- 0.034, N = 105.6964.351

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: 512Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H0.65211.30421.95632.60843.2605SE +/- 0.021672, N = 3SE +/- 0.021774, N = 152.2166012.8981391. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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: Handwritten English Recognition FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H20406080100SE +/- 0.84, N = 3SE +/- 1.23, N = 1578.62102.781. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 155H20406080100SE +/- 0.94, N = 3SE +/- 0.80, N = 1572.7294.90

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 155H246810SE +/- 0.0496, N = 3SE +/- 0.0695, N = 96.65038.6629MIN: 6.48 / MAX: 7.8MIN: 8.33 / MAX: 10.17

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 155H3K6K9K12K15KSE +/- 123.71, N = 3SE +/- 129.12, N = 159798.9412753.041. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Stargate Digital Audio Workstation

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

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 512Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H0.30210.60420.90631.20841.5105SE +/- 0.002214, N = 3SE +/- 0.006635, N = 31.0363511.3426131. (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 155H0.460.921.381.842.3SE +/- 0.011851, N = 3SE +/- 0.024247, N = 31.5880572.0444021. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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 Retail FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H2004006008001000SE +/- 9.60, N = 3SE +/- 10.99, N = 15763.37978.981. (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 155H10K20K30K40K50KSE +/- 822.60, N = 3SE +/- 550.54, N = 1435832456851. (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: GoogLeNetLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H1122334455SE +/- 0.20, N = 3SE +/- 0.40, N = 836.5146.49

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 155H48121620SE +/- 0.01, N = 3SE +/- 0.07, N = 311.9815.11

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 155H140280420560700SE +/- 6.12, N = 3SE +/- 5.87, N = 15501.73630.621. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 155H246810SE +/- 0.069, N = 15SE +/- 0.050, N = 67.9106.4051. (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: SwirlLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H20406080100SE +/- 1.00, N = 3SE +/- 0.77, N = 1573901. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

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: Noise Suppression Poconet-Like FP16 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H70140210280350SE +/- 2.62, N = 3SE +/- 3.12, N = 12268.79329.351. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H306090120150SE +/- 0.38, N = 3SE +/- 0.95, N = 3152.66125.96

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 155H60120180240300SE +/- 2.27, N = 14SE +/- 2.26, N = 15288.92239.29

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: Machine Translation EN To DE FP16 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H510152025SE +/- 0.13, N = 3SE +/- 0.19, N = 1516.4319.781. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H90180270360450SE +/- 3.28, N = 3SE +/- 3.43, N = 15424.90353.42MIN: 285.23 / MAX: 787.96MIN: 144.51 / MAX: 495.531. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 155H4080120160200SE +/- 1.82, N = 3SE +/- 1.83, N = 12202.03168.55

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 155H120240360480600SE +/- 0.52, N = 3SE +/- 0.28, N = 3534.43446.02

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 155H510152025SE +/- 0.21, N = 4SE +/- 0.18, N = 1517.6221.111. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

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 155H510152025SE +/- 0.14, N = 3SE +/- 0.18, N = 1518.0221.531. (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: SharpenLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H714212835SE +/- 0.18, N = 13SE +/- 0.33, N = 1526311. (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 155H15K30K45K60K75KSE +/- 413.98, N = 3SE +/- 453.55, N = 1458815699061. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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 155H3691215SE +/- 0.115, N = 3SE +/- 0.106, N = 158.82010.4111. (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 155H306090120150SE +/- 1.00, N = 3SE +/- 1.41, N = 61291521. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

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: Vehicle Detection FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H60120180240300SE +/- 2.27, N = 3SE +/- 2.31, N = 15237.12278.661. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H714212835SE +/- 0.28, N = 3SE +/- 0.21, N = 1529.5025.11MIN: 13.14 / MAX: 62.17MIN: 11.08 / MAX: 44.941. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 155H91827364532.5138.10

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 155H3691215SE +/- 0.126, N = 3SE +/- 0.106, N = 158.79610.2931. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

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 155H20406080100SE +/- 0.70, N = 3SE +/- 0.92, N = 378.1066.88

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 155H20406080100SE +/- 0.64, N = 3SE +/- 0.57, N = 1587.7775.621. (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 155H80160240320400SE +/- 0.74, N = 3SE +/- 2.13, N = 3357.15307.951. (CC) gcc options: -lpthread -lm

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 155H1.32532.65063.97595.30126.6265SE +/- 0.04, N = 3SE +/- 0.05, N = 155.085.891. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 155H1224364860SE +/- 0.58, N = 3SE +/- 0.43, N = 1544511. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

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 155H3691215SE +/- 0.072, N = 15SE +/- 0.090, N = 511.3009.7641. (CXX) g++ options: -O3 -fPIC -lm

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 155H140280420560700SE +/- 1.25, N = 3SE +/- 0.94, N = 3636.13549.911. (CC) gcc options: -lpthread -lm

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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H30060090012001500SE +/- 9.04, N = 3SE +/- 10.65, N = 151366.371183.00MIN: 1004.65 / MAX: 2774.66MIN: 543.01 / MAX: 1811.831. (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 155H50100150200250SE +/- 2.10, N = 3SE +/- 2.13, N = 14210.63241.051. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 155H1020304050SE +/- 0.45, N = 5SE +/- 0.29, N = 1542.4737.12

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: Person Re-Identification Retail FP16 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H816243240SE +/- 0.32, N = 3SE +/- 0.24, N = 1433.2029.03MIN: 16.94 / MAX: 67.99MIN: 15.72 / MAX: 47.411. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H50100150200250SE +/- 2.10, N = 3SE +/- 2.36, N = 15207.95237.751. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 155H4080120160200SE +/- 0.93, N = 3SE +/- 1.02, N = 3186.92163.621. (CXX) g++ options: -O3 -fPIC -lm

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: Person Vehicle Bike Detection FP16 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H816243240SE +/- 0.33, N = 3SE +/- 0.29, N = 1533.6329.44MIN: 20.05 / MAX: 68.26MIN: 13.55 / MAX: 64.141. (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 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H306090120150SE +/- 1.09, N = 3SE +/- 0.99, N = 15101.90116.201. (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 155H1530456075SE +/- 0.73, N = 3SE +/- 0.49, N = 1568.6760.23MIN: 43.2 / MAX: 136.4MIN: 27.81 / MAX: 98.421. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 155H20406080100SE +/- 0.70, N = 3SE +/- 0.66, N = 382.9894.561. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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: 2Lenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H20406080100SE +/- 0.49, N = 3SE +/- 0.49, N = 382.9172.941. (CXX) g++ options: -O3 -fPIC -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 155H1.33672.67344.01015.34686.6835SE +/- 0.047, N = 6SE +/- 0.034, N = 145.9415.229

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 Detection FP16 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H510152025SE +/- 0.15, N = 3SE +/- 0.14, N = 1516.9419.181. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 155H1428425670SE +/- 0.21, N = 3SE +/- 0.66, N = 364.3456.841. RawTherapee, version 5.8, command line.

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: Person Detection FP16 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H90180270360450SE +/- 3.92, N = 3SE +/- 2.60, N = 15411.79364.35MIN: 297.71 / MAX: 796.69MIN: 173.71 / MAX: 494.671. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 155H1224364860SE +/- 0.58, N = 4SE +/- 0.55, N = 1546.7352.681. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 155H48121620SE +/- 0.05, N = 3SE +/- 0.06, N = 315.9117.701. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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: STMV with 1,066,628 AtomsLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H0.03170.06340.09510.12680.1585SE +/- 0.00049, N = 3SE +/- 0.00003, N = 30.126590.14078

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 155H816243240SE +/- 0.03, N = 3SE +/- 0.12, N = 331.4334.861. (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 155H816243240SE +/- 0.07, N = 3SE +/- 0.03, N = 331.5134.921. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Timed PHP Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.3.4Time To CompileLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H20406080100SE +/- 0.65, N = 3SE +/- 0.58, N = 380.7573.22

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 155H510152025SE +/- 0.06, N = 3SE +/- 0.15, N = 321.6019.62

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 155H0.1020.2040.3060.4080.51SE +/- 0.00034, N = 3SE +/- 0.00072, N = 30.413560.45336

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 155H0.17870.35740.53610.71480.8935SE +/- 0.001, N = 3SE +/- 0.002, N = 30.7290.7941. (CXX) g++ options: -O3 -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: RotateLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H50100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 32412241. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

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 155H1.24312.48623.72934.97246.2155SE +/- 0.051, N = 7SE +/- 0.025, N = 75.5255.2111. (CXX) g++ options: -O3 -fPIC -lm

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 155H246810SE +/- 0.073, N = 15SE +/- 0.066, N = 58.2858.7771. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

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 155H246810SE +/- 0.07, N = 5SE +/- 0.06, N = 36.195.891. (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: HWB Color SpaceLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H50100150200250SE +/- 0.88, N = 3SE +/- 0.67, N = 32172271. (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 - Decompression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H30060090012001500SE +/- 8.80, N = 5SE +/- 13.53, N = 31472.21536.11. (CC) gcc options: -O3 -pthread -lz -llzma

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 155H0.1530.3060.4590.6120.765SE +/- 0.00, N = 3SE +/- 0.00, N = 30.680.661. (CC) gcc options: -fvisibility=hidden -O2 -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 - Decompression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H400800120016002000SE +/- 3.75, N = 3SE +/- 4.67, N = 151597.91640.51. (CC) gcc options: -O3 -pthread -lz -llzma

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 155H48121620SE +/- 0.12, N = 3SE +/- 0.03, N = 317.3417.77

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 155H246810SE +/- 0.031, N = 6SE +/- 0.033, N = 66.5376.679

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 155H1632486480SE +/- 0.31, N = 3SE +/- 0.52, N = 371.8570.58

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 155H0.41850.8371.25551.6742.0925SE +/- 0.01, N = 4SE +/- 0.01, N = 41.861.831. (CC) gcc options: -fvisibility=hidden -O2 -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 - Compression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H3691215SE +/- 0.10, N = 3SE +/- 0.08, N = 1510.109.981. (CC) gcc options: -O3 -pthread -lz -llzma

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 155H3691215SE +/- 0.03, N = 11SE +/- 0.04, N = 1113.5913.431. (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 155H48121620SE +/- 0.05, N = 4SE +/- 0.01, N = 414.3014.17

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 155H150300450600750SE +/- 5.34, N = 10SE +/- 4.21, N = 4689684

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 155H510152025SE +/- 0.08, N = 12SE +/- 0.06, N = 1221.0620.941. (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 155H300K600K900K1200K1500KSE +/- 13427.42, N = 3SE +/- 5153.34, N = 311952731200130

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H400800120016002000SE +/- 7.86, N = 4SE +/- 8.52, N = 141870.21862.71. (CC) gcc options: -O3 -pthread -lz -llzma

WebP Image Encode

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 155H0.94731.89462.84193.78924.7365SE +/- 0.02, N = 7SE +/- 0.02, N = 74.204.211. (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: auto-levelsLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H48121620SE +/- 0.08, N = 4SE +/- 0.03, N = 414.8614.88

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 155H2004006008001000SE +/- 1.17, N = 3868.46

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

Darktable

MinAvgMaxAcer Swift 14 - Core Ultra 7 155H50.052.770.0OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 3.8.1CPU Temperature Monitor20406080100

MinAvgMaxAcer Swift 14 - Core Ultra 7 155H4.49.626.7OpenBenchmarking.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 155H20406080100Min: 39 / Avg: 78.05 / Max: 104Min: 45 / Avg: 86.81 / Max: 110

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 155H306090120150Min: 7.71 / Avg: 68.09 / Max: 134.9Min: 3.02 / Avg: 30.52 / Max: 65.66

srsRAN Project

MinAvgMaxLenovo T14 Gen5 - Intel Core Ultra 7 165U58.081.497.0Acer Swift 14 - Core Ultra 7 155H58.087.0107.0OpenBenchmarking.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 155H5.930.864.9OpenBenchmarking.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 155H2040608010041.20108.78

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 155H7001400210028003500SE +/- 53.29, N = 15SE +/- 27.18, N = 152919.53353.81. (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 155H59.087.2105.0OpenBenchmarking.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 155H5.931.164.1OpenBenchmarking.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 155H5101520258.42919.904

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 155H130260390520650SE +/- 7.77, N = 15SE +/- 11.26, N = 15585.8619.8MIN: 318.2 / MAX: 643MIN: 350.2 / MAX: 7381. (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 155H58.085.5104.0OpenBenchmarking.orgCelsius, Fewer Is BetterStockfish 16.1CPU Temperature Monitor20406080100

MinAvgMaxLenovo T14 Gen5 - Intel Core Ultra 7 165U15.473.1130.0Acer Swift 14 - Core Ultra 7 155H5.930.365.7OpenBenchmarking.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 155H70K140K210K280K350K99719.45346918.80

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 16.1Chess BenchmarkLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H2M4M6M8M10MSE +/- 67483.57, N = 3SE +/- 409767.78, N = 67284809105280721. (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 155H20406080100Min: 56 / Avg: 79.65 / Max: 98Min: 58 / Avg: 86.62 / Max: 105

OpenBenchmarking.orgWatts, Fewer Is BetterOpenRadioss 2023.09.15CPU Power Consumption MonitorLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H20406080100Min: 10.13 / Avg: 71.83 / Max: 127.3Min: 5.87 / Avg: 30.11 / Max: 64.62

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestLenovo T14 Gen5 - Intel Core Ultra 7 165UAcer Swift 14 - Core Ultra 7 155H50100150200250SE +/- 5.51, N = 12SE +/- 2.13, N = 12225.61167.85

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 155H306090120150SE +/- 1.44, N = 4SE +/- 2.30, N = 14128.1113.91. (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 155H0.07340.14680.22020.29360.367SE +/- 0.002, N = 15SE +/- 0.006, N = 150.3260.215

WireGuard + Linux Networking Stack Stress Test

MinAvgMaxLenovo T14 Gen5 - Intel Core Ultra 7 165U55.080.292.0Acer Swift 14 - Core Ultra 7 155H54.085.9104.0OpenBenchmarking.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 155H3.231.156.3OpenBenchmarking.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 155H4080120160200SE +/- 1.70, N = 3SE +/- 6.45, N = 12174.67198.99

143 Results Shown

OSPRay Studio
OpenVINO
SPECFEM3D
OpenVINO
ASTC Encoder
SPECFEM3D
ASTC Encoder
OSPRay Studio
SPECFEM3D
OSPRay Studio
OpenVINO
OSPRay Studio
OpenVINO
ASTC Encoder
SPECFEM3D
OSPRay Studio:
  1 - 1080p - 1 - Path Tracer - CPU
  1 - 1080p - 32 - Path Tracer - CPU
OpenVINO
OSPRay Studio:
  3 - 1080p - 32 - Path Tracer - CPU
  1 - 4K - 32 - Path Tracer - CPU
ASTC Encoder:
  Very Thorough
  Exhaustive
OpenRadioss
x265
Darktable
OpenRadioss
Embree
OpenRadioss
Stargate Digital Audio Workstation:
  44100 - 1024
  96000 - 1024
GraphicsMagick
Stargate Digital Audio Workstation
Darktable
Stargate Digital Audio Workstation
OpenVINO
TensorFlow
Embree
OpenVINO
Stargate Digital Audio Workstation:
  192000 - 512
  96000 - 512
OpenVINO
7-Zip Compression
TensorFlow:
  CPU - 32 - GoogLeNet
  CPU - 32 - ResNet-50
OpenVINO
libavif avifenc
GraphicsMagick
OpenVINO
Timed Linux Kernel Compilation
JPEG-XL Decoding libjxl
OpenVINO:
  Machine Translation EN To DE FP16 - CPU:
    FPS
    ms
Blender
Timed Godot Game Engine Compilation
JPEG-XL libjxl:
  PNG - 90
  JPEG - 90
GraphicsMagick
7-Zip Compression
JPEG-XL libjxl
GraphicsMagick
OpenVINO:
  Vehicle Detection FP16-INT8 - CPU:
    FPS
    ms
Meta Performance Per Watts
JPEG-XL libjxl
Timed FFmpeg Compilation
C-Ray:
  1080p - 16
  4K - 16
OpenVINO
GraphicsMagick
libavif avifenc
C-Ray
OpenVINO:
  Face Detection FP16-INT8 - CPU
  Person Re-Identification Retail FP16 - CPU
Timed Mesa Compilation
OpenVINO:
  Person Re-Identification Retail FP16 - CPU
  Person Vehicle Bike Detection FP16 - CPU
libavif avifenc
OpenVINO:
  Person Vehicle Bike Detection FP16 - CPU
  Road Segmentation ADAS FP16-INT8 - CPU
  Road Segmentation ADAS FP16-INT8 - CPU
FFmpeg
libavif avifenc
Darktable
OpenVINO
RawTherapee
OpenVINO
x265
FFmpeg
NAMD
FFmpeg:
  libx265 - Platform
  libx265 - Video On Demand
Timed PHP Compilation
GIMP
NAMD
GROMACS
GraphicsMagick
libavif avifenc
RNNoise
Zstd Compression
GraphicsMagick
Zstd Compression
WebP Image Encode
Zstd Compression
GIMP
GNU Octave Benchmark
JPEG-XL Decoding libjxl
WebP Image Encode
Zstd Compression
WebP Image Encode
GIMP
PyBench
WebP Image Encode
PHPBench
Zstd Compression
WebP Image Encode
GIMP
OpenRadioss
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