Intel Core Ultra 7 165U

Benchmarks by Michael Larabel for a future article. Intel Core Ultra 7 165U testing with a LENOVO ThinkPad T14 Gen 5 21MLCTO1WW (N47ET16W 1.05 BIOS) and EFI VGA on Ubuntu 22.04 via the Phoronix Test Suite.

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Lenovo T14 Gen5 - Intel Core Ultra 7 165U
May 13
  16 Hours, 55 Minutes
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Intel Core Ultra 7 165UOpenBenchmarking.orgPhoronix Test SuiteIntel 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 11.4.0ext42880x1800ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionIntel Core Ultra 7 165U BenchmarksSystem Logs- Transparent Huge Pages: madvise- --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 - Scaling Governor: intel_pstate powersave (EPP: balance_performance) - Platform Profile: balanced - CPU Microcode: 0x1c - ACPI Profile: balanced - Python 3.10.12- 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

Intel Core Ultra 7 165Udarktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Room - CPU-onlydarktable: Server Rack - CPU-onlystargate: 44100 - 512stargate: 44100 - 1024stargate: 96000 - 512stargate: 96000 - 1024specfem3d: Water-layered Halfspacespecfem3d: Layered Halfspacestargate: 192000 - 512stargate: 192000 - 1024astcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Very Thoroughastcenc: Exhaustivejpegxl-decode: 1jpegxl-decode: Alljpegxl: JPEG - 90jpegxl: JPEG - 100specfem3d: Mount St. Helensspecfem3d: Homogeneous Halfspacejpegxl: PNG - 90jpegxl: PNG - 100rawtherapee: Total Benchmark Timewebp: Defaultwebp: Quality 100webp: Quality 100, Highest Compressionwebp: Quality 100, Losslesswebp: Quality 100, Lossless, Highest Compressiongimp: unsharp-maskgimp: resizegimp: rotategimp: auto-levelsopenradioss: Bird Strike on Windshieldopenradioss: Rubber O-Ring Seal Installationopenradioss: Cell Phone Drop Testopenradioss: Bumper Beamtensorflow: CPU - 32 - ResNet-50tensorflow: CPU - 32 - AlexNettensorflow: CPU - 32 - GoogLeNetoctave-benchmark: rnnoise: 26 Minute Long Talking Samplegromacs: MPI CPU - water_GMX50_barenamd: ATPase with 327,506 Atomsnamd: STMV with 1,066,628 Atomsopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUwireguard: build-ffmpeg: Time To Compilestockfish: Chess Benchmarkcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingbuild-php: Time To Compilecompress-zstd: 12 - Compression Speedcompress-zstd: 12 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedbuild-linux-kernel: defconfiggraphics-magick: HWB Color Spacegraphics-magick: Noise-Gaussiangraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: Rotategraphics-magick: Sharpengraphics-magick: Swirlx265: Bosphorus 1080px265: Bosphorus 4Kc-ray: 1080p - 16c-ray: 4K - 16c-ray: 5K - 16blender: BMW27 - CPU-Onlyffmpeg: libx265 - Liveffmpeg: libx265 - Uploadffmpeg: libx265 - Platformffmpeg: libx265 - Video On Demandavifenc: 0avifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessbuild-godot: Time To Compileembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Crownospray-studio: 1 - 1080p - 1 - Path Tracer - CPUospray-studio: 1 - 1080p - 32 - Path Tracer - CPUospray-studio: 1 - 4K - 1 - Path Tracer - CPUospray-studio: 1 - 4K - 32 - Path Tracer - CPUospray-studio: 3 - 1080p - 1 - Path Tracer - CPUospray-studio: 3 - 1080p - 32 - Path Tracer - CPUospray-studio: 3 - 4K - 1 - Path Tracer - CPUospray-studio: 3 - 4K - 32 - Path Tracer - CPUbuild-mesa: Time To Compilesrsran: PUSCH Processor Benchmark, Throughput Totalsrsran: PDSCH Processor Benchmark, Throughput Totalphpbench: PHP Benchmark Suitepybench: Total For Average Test TimesLenovo T14 Gen5 - Intel Core Ultra 7 165U5.9415.6963.8390.3262.2166012.3645351.5880571.718315333.860694033387.0893185191.0363511.169598103.806540.97045.44030.64990.392671.845288.92418.0168.796142.328760571186.36768622617.6188.82064.34221.0613.594.201.860.6817.34321.60014.30314.855628.28465.93225.61374.1611.9872.7236.516.5378.2850.7290.413560.126595.081366.379798.940.9016.94411.79501.7317.93237.1229.50207.9533.6316.43424.90763.3711.7878.62114.38101.9068.67210.6333.20268.7933.41174.66578.1047284809588153583280.750128.11870.210.101597.96.191472.2152.6552174429129241267346.7310.3887.769357.146636.131202.0382.9815.9131.4331.51186.92282.9127.91011.3005.525534.4278.28186.650361952011812432579610474232369743129095404642.468585.82919.51195273689OpenBenchmarking.org

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 165U1.33672.67344.01015.34686.6835SE +/- 0.047, N = 65.941

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Masskrug - Acceleration: CPU-onlyLenovo T14 Gen5 - Intel Core Ultra 7 165U1.28162.56323.84485.12646.408SE +/- 0.034, N = 65.696

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Room - Acceleration: CPU-onlyLenovo T14 Gen5 - Intel Core Ultra 7 165U0.86381.72762.59143.45524.319SE +/- 0.023, N = 73.839

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Rack - Acceleration: CPU-onlyLenovo T14 Gen5 - Intel Core Ultra 7 165U0.07340.14680.22020.29360.367SE +/- 0.002, N = 150.326

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 165U0.49870.99741.49611.99482.4935SE +/- 0.021672, N = 32.2166011. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 1024Lenovo T14 Gen5 - Intel Core Ultra 7 165U0.5321.0641.5962.1282.66SE +/- 0.021766, N = 32.3645351. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 512Lenovo T14 Gen5 - Intel Core Ultra 7 165U0.35730.71461.07191.42921.7865SE +/- 0.011851, N = 31.5880571. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 1024Lenovo T14 Gen5 - Intel Core Ultra 7 165U0.38660.77321.15981.54641.933SE +/- 0.010674, N = 31.7183151. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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 165U70140210280350SE +/- 3.67, N = 9333.861. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Layered HalfspaceLenovo T14 Gen5 - Intel Core Ultra 7 165U80160240320400SE +/- 4.27, N = 9387.091. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

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 165U0.23320.46640.69960.93281.166SE +/- 0.002214, N = 31.0363511. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 1024Lenovo T14 Gen5 - Intel Core Ultra 7 165U0.26320.52640.78961.05281.316SE +/- 0.003894, N = 31.1695981. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

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 165U20406080100SE +/- 0.92, N = 3103.811. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: MediumLenovo T14 Gen5 - Intel Core Ultra 7 165U918273645SE +/- 0.20, N = 340.971. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ThoroughLenovo T14 Gen5 - Intel Core Ultra 7 165U1.22412.44823.67234.89646.1205SE +/- 0.0316, N = 35.44031. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: Very ThoroughLenovo T14 Gen5 - Intel Core Ultra 7 165U0.14620.29240.43860.58480.731SE +/- 0.0061, N = 60.64991. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ExhaustiveLenovo T14 Gen5 - Intel Core Ultra 7 165U0.08830.17660.26490.35320.4415SE +/- 0.0041, N = 30.39261. (CXX) g++ options: -O3 -flto -pthread

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 165U1632486480SE +/- 0.31, N = 371.85

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL Decoding libjxl 0.10.1CPU Threads: AllLenovo T14 Gen5 - Intel Core Ultra 7 165U60120180240300SE +/- 2.27, N = 14288.92

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 165U48121620SE +/- 0.14, N = 318.021. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: JPEG - Quality: 100Lenovo T14 Gen5 - Intel Core Ultra 7 165U246810SE +/- 0.126, N = 38.7961. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

SPECFEM3D

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

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Mount St. HelensLenovo T14 Gen5 - Intel Core Ultra 7 165U306090120150SE +/- 1.74, N = 12142.331. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Homogeneous HalfspaceLenovo T14 Gen5 - Intel Core Ultra 7 165U4080120160200SE +/- 2.16, N = 12186.371. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

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 165U48121620SE +/- 0.21, N = 417.621. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -lm

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: PNG - Quality: 100Lenovo T14 Gen5 - Intel Core Ultra 7 165U246810SE +/- 0.115, N = 38.8201. (CXX) g++ options: -fno-rtti -O3 -fPIE -pie -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 165U1428425670SE +/- 0.21, N = 364.341. RawTherapee, version 5.8, command line.

WebP Image Encode

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: DefaultLenovo T14 Gen5 - Intel Core Ultra 7 165U510152025SE +/- 0.08, N = 1221.061. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100Lenovo T14 Gen5 - Intel Core Ultra 7 165U3691215SE +/- 0.03, N = 1113.591. (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 165U0.9451.892.8353.784.725SE +/- 0.02, N = 74.201. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, LosslessLenovo T14 Gen5 - Intel Core Ultra 7 165U0.41850.8371.25551.6742.0925SE +/- 0.01, N = 41.861. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, Lossless, Highest CompressionLenovo T14 Gen5 - Intel Core Ultra 7 165U0.1530.3060.4590.6120.765SE +/- 0.00, N = 30.681. (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 165U48121620SE +/- 0.12, N = 317.34

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: resizeLenovo T14 Gen5 - Intel Core Ultra 7 165U510152025SE +/- 0.06, N = 321.60

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: rotateLenovo T14 Gen5 - Intel Core Ultra 7 165U48121620SE +/- 0.05, N = 414.30

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: auto-levelsLenovo T14 Gen5 - Intel Core Ultra 7 165U48121620SE +/- 0.08, N = 414.86

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 165U140280420560700SE +/- 6.57, N = 3628.28

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationLenovo T14 Gen5 - Intel Core Ultra 7 165U100200300400500SE +/- 4.63, N = 5465.93

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestLenovo T14 Gen5 - Intel Core Ultra 7 165U50100150200250SE +/- 5.51, N = 12225.61

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamLenovo T14 Gen5 - Intel Core Ultra 7 165U80160240320400SE +/- 1.70, N = 3374.16

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

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 165U3691215SE +/- 0.01, N = 311.98

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: AlexNetLenovo T14 Gen5 - Intel Core Ultra 7 165U1632486480SE +/- 0.94, N = 372.72

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: GoogLeNetLenovo T14 Gen5 - Intel Core Ultra 7 165U816243240SE +/- 0.20, N = 336.51

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 165U246810SE +/- 0.031, N = 66.537

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 165U246810SE +/- 0.073, N = 158.2851. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

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 165U0.1640.3280.4920.6560.82SE +/- 0.001, N = 30.7291. (CXX) g++ options: -O3 -lm

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 165U0.09310.18620.27930.37240.4655SE +/- 0.00034, N = 30.41356

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 AtomsLenovo T14 Gen5 - Intel Core Ultra 7 165U0.02850.0570.08550.1140.1425SE +/- 0.00049, N = 30.12659

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 165U1.1432.2863.4294.5725.715SE +/- 0.04, N = 35.081. (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 165U30060090012001500SE +/- 9.04, N = 31366.37MIN: 1004.65 / MAX: 2774.661. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165U2K4K6K8K10KSE +/- 123.71, N = 39798.941. (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 165U0.20250.4050.60750.811.0125SE +/- 0.01, N = 30.90MIN: 0.37 / MAX: 8.721. (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 165U48121620SE +/- 0.15, N = 316.941. (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 165U90180270360450SE +/- 3.92, N = 3411.79MIN: 297.71 / MAX: 796.691. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165U110220330440550SE +/- 6.12, N = 3501.731. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165U48121620SE +/- 0.22, N = 317.93MIN: 10.03 / MAX: 33.121. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165U50100150200250SE +/- 2.27, N = 3237.121. (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 165U714212835SE +/- 0.28, N = 329.50MIN: 13.14 / MAX: 62.171. (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 165U50100150200250SE +/- 2.10, N = 3207.951. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Vehicle Bike Detection FP16 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165U816243240SE +/- 0.33, N = 333.63MIN: 20.05 / MAX: 68.261. (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 165U48121620SE +/- 0.13, N = 316.431. (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 165U90180270360450SE +/- 3.28, N = 3424.90MIN: 285.23 / MAX: 787.961. (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 165U160320480640800SE +/- 9.60, N = 3763.371. (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 165U3691215SE +/- 0.15, N = 311.78MIN: 7.31 / MAX: 24.811. (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 165U20406080100SE +/- 0.84, N = 378.621. (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 165U306090120150SE +/- 1.22, N = 3114.38MIN: 71.25 / MAX: 185.831. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165U20406080100SE +/- 1.09, N = 3101.901. (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 165U1530456075SE +/- 0.73, N = 368.67MIN: 43.2 / MAX: 136.41. (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 165U50100150200250SE +/- 2.10, N = 3210.631. (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 165U816243240SE +/- 0.32, N = 333.20MIN: 16.94 / MAX: 67.991. (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 165U60120180240300SE +/- 2.62, N = 3268.791. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPULenovo T14 Gen5 - Intel Core Ultra 7 165U816243240SE +/- 0.33, N = 333.41MIN: 19.68 / MAX: 53.921. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

WireGuard + Linux Networking Stack Stress Test

This is a benchmark of the WireGuard secure VPN tunnel and Linux networking stack stress test. The test runs on the local host but does require root permissions to run. The way it works is it creates three namespaces. ns0 has a loopback device. ns1 and ns2 each have wireguard devices. Those two wireguard devices send traffic through the loopback device of ns0. The end result of this is that tests wind up testing encryption and decryption at the same time -- a pretty CPU and scheduler-heavy workflow. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestLenovo T14 Gen5 - Intel Core Ultra 7 165U4080120160200SE +/- 1.70, N = 3174.67

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 165U20406080100SE +/- 0.70, N = 378.10

Stockfish

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

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 16.1Chess BenchmarkLenovo T14 Gen5 - Intel Core Ultra 7 165U1.6M3.2M4.8M6.4M8MSE +/- 67483.57, N = 372848091. (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

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 165U13K26K39K52K65KSE +/- 413.98, N = 3588151. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingLenovo T14 Gen5 - Intel Core Ultra 7 165U8K16K24K32K40KSE +/- 822.60, N = 3358321. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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 165U20406080100SE +/- 0.65, N = 380.75

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 165U306090120150SE +/- 1.44, N = 4128.11. (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 165U400800120016002000SE +/- 7.86, N = 41870.21. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165U3691215SE +/- 0.10, N = 310.101. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165U30060090012001500SE +/- 3.75, N = 31597.91. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165U246810SE +/- 0.07, N = 56.191. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165U30060090012001500SE +/- 8.80, N = 51472.21. (CC) gcc options: -O3 -pthread -lz -llzma

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 165U306090120150SE +/- 0.38, N = 3152.66

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 165U50100150200250SE +/- 0.88, N = 32171. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Noise-GaussianLenovo T14 Gen5 - Intel Core Ultra 7 165U1020304050SE +/- 0.58, N = 3441. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: EnhancedLenovo T14 Gen5 - Intel Core Ultra 7 165U714212835SE +/- 0.24, N = 9291. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: ResizingLenovo T14 Gen5 - Intel Core Ultra 7 165U306090120150SE +/- 1.00, N = 31291. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: RotateLenovo T14 Gen5 - Intel Core Ultra 7 165U50100150200250SE +/- 0.33, N = 32411. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: SharpenLenovo T14 Gen5 - Intel Core Ultra 7 165U612182430SE +/- 0.18, N = 13261. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: SwirlLenovo T14 Gen5 - Intel Core Ultra 7 165U1632486480SE +/- 1.00, N = 3731. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

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 165U1122334455SE +/- 0.58, N = 446.731. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.6Video Input: Bosphorus 4KLenovo T14 Gen5 - Intel Core Ultra 7 165U3691215SE +/- 0.06, N = 310.381. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 1080p - Rays Per Pixel: 16Lenovo T14 Gen5 - Intel Core Ultra 7 165U20406080100SE +/- 0.64, N = 387.771. (CC) gcc options: -lpthread -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 4K - Rays Per Pixel: 16Lenovo T14 Gen5 - Intel Core Ultra 7 165U80160240320400SE +/- 0.74, N = 3357.151. (CC) gcc options: -lpthread -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 5K - Rays Per Pixel: 16Lenovo T14 Gen5 - Intel Core Ultra 7 165U140280420560700SE +/- 1.25, N = 3636.131. (CC) gcc options: -lpthread -lm

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 165U4080120160200SE +/- 1.82, N = 3202.03

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 165U20406080100SE +/- 0.70, N = 382.981. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: UploadLenovo T14 Gen5 - Intel Core Ultra 7 165U48121620SE +/- 0.05, N = 315.911. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: PlatformLenovo T14 Gen5 - Intel Core Ultra 7 165U714212835SE +/- 0.03, N = 331.431. (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 165U714212835SE +/- 0.07, N = 331.511. (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: 0Lenovo T14 Gen5 - Intel Core Ultra 7 165U4080120160200SE +/- 0.93, N = 3186.921. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 2Lenovo T14 Gen5 - Intel Core Ultra 7 165U20406080100SE +/- 0.49, N = 382.911. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6Lenovo T14 Gen5 - Intel Core Ultra 7 165U246810SE +/- 0.069, N = 157.9101. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessLenovo T14 Gen5 - Intel Core Ultra 7 165U3691215SE +/- 0.07, N = 1511.301. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 10, LosslessLenovo T14 Gen5 - Intel Core Ultra 7 165U1.24312.48623.72934.97246.2155SE +/- 0.051, N = 75.5251. (CXX) g++ options: -O3 -fPIC -lm

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 165U120240360480600SE +/- 0.52, N = 3534.43

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 165U246810SE +/- 0.0668, N = 38.2818MIN: 8.01 / MAX: 9.49

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownLenovo T14 Gen5 - Intel Core Ultra 7 165U246810SE +/- 0.0496, N = 36.6503MIN: 6.48 / MAX: 7.8

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 165U13002600390052006500SE +/- 39.52, N = 156195

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 165U40K80K120K160K200KSE +/- 521.40, N = 3201181

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 165U5K10K15K20K25KSE +/- 217.90, N = 724325

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 165U200K400K600K800K1000KSE +/- 1790.16, N = 3796104

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 165U16003200480064008000SE +/- 87.41, N = 47423

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 165U50K100K150K200K250KSE +/- 2952.83, N = 3236974

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 165U7K14K21K28K35KSE +/- 406.57, N = 331290

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 165U200K400K600K800K1000KSE +/- 897.27, N = 3954046

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 165U1020304050SE +/- 0.45, N = 542.47

srsRAN Project

srsRAN Project is a complete ORAN-native 5G RAN solution created by Software Radio Systems (SRS). The srsRAN Project radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalLenovo T14 Gen5 - Intel Core Ultra 7 165U130260390520650SE +/- 7.77, N = 15585.8MIN: 318.2 / MAX: 6431. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -fno-trapping-math -fno-math-errno -ldl

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalLenovo T14 Gen5 - Intel Core Ultra 7 165U6001200180024003000SE +/- 53.29, N = 152919.51. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -fno-trapping-math -fno-math-errno -ldl

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 165U300K600K900K1200K1500KSE +/- 13427.42, N = 31195273

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 165U150300450600750SE +/- 5.34, N = 10689

Meta Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsLenovo T14 Gen5 - Intel Core Ultra 7 165U81624324032.51

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System MonitoringLenovo T14 Gen5 - Intel Core Ultra 7 165U8001600240032004000Min: 400 / Avg: 3142.37 / Max: 4817

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringLenovo T14 Gen5 - Intel Core Ultra 7 165U306090120150Min: 7.71 / Avg: 68.09 / Max: 134.9

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringLenovo T14 Gen5 - Intel Core Ultra 7 165U20406080100Min: 39 / Avg: 78.05 / Max: 104

126 Results Shown

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