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 165Uspecfem3d: Layered Halfspacespecfem3d: Water-layered Halfspaceospray-studio: 3 - 4K - 32 - Path Tracer - CPUopenradioss: Cell Phone Drop Testospray-studio: 1 - 4K - 32 - Path Tracer - CPUastcenc: Very Thoroughopenradioss: Rubber O-Ring Seal Installationspecfem3d: Homogeneous Halfspacec-ray: 5K - 16openradioss: Bird Strike on Windshieldspecfem3d: Mount St. Helensbuild-godot: Time To Compilenamd: STMV with 1,066,628 Atomsastcenc: Exhaustiveopenradioss: Bumper Beamc-ray: 4K - 16tensorflow: CPU - 32 - ResNet-50ospray-studio: 1 - 1080p - 1 - Path Tracer - CPUgraphics-magick: Sharpenffmpeg: libx265 - Platformffmpeg: libx265 - Video On Demandstockfish: Chess Benchmarkgromacs: MPI CPU - water_GMX50_bareospray-studio: 3 - 1080p - 32 - Path Tracer - CPUffmpeg: libx265 - Uploadospray-studio: 1 - 1080p - 32 - Path Tracer - CPUblender: BMW27 - CPU-Onlyospray-studio: 1 - 4K - 1 - Path Tracer - CPUavifenc: 0graphics-magick: Enhancedwireguard: stargate: 192000 - 512build-linux-kernel: defconfignamd: ATPase with 327,506 Atomsstargate: 192000 - 1024jpegxl-decode: Allospray-studio: 3 - 1080p - 1 - Path Tracer - CPUembree: Pathtracer ISPC - Crownastcenc: Thoroughcompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedstargate: 96000 - 512tensorflow: CPU - 32 - GoogLeNetstargate: 96000 - 1024jpegxl: PNG - 90embree: Pathtracer ISPC - Asian Dragonsrsran: PUSCH Processor Benchmark, Throughput Totalc-ray: 1080p - 16compress-zstd: 12 - Decompression Speedcompress-zstd: 12 - Compression Speedavifenc: 2build-php: Time To Compileffmpeg: libx265 - Livebuild-ffmpeg: Time To Compilecompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedstargate: 44100 - 512build-mesa: Time To Compilestargate: 44100 - 1024jpegxl: JPEG - 90rawtherapee: Total Benchmark Timeopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUsrsran: PDSCH Processor Benchmark, Throughput Totalopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUgraphics-magick: Noise-Gaussianopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUgraphics-magick: Swirlopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUgraphics-magick: Resizingopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUgraphics-magick: HWB Color Spacegraphics-magick: Rotatex265: Bosphorus 4Kavifenc: 6, Losslessjpegxl: PNG - 100jpegxl: JPEG - 100pybench: Total For Average Test Timestensorflow: CPU - 32 - AlexNetastcenc: Fastrnnoise: 26 Minute Long Talking Sampleavifenc: 6ospray-studio: 3 - 4K - 1 - Path Tracer - CPUcompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingwebp: Quality 100, Lossless, Highest Compressionjpegxl-decode: 1astcenc: Mediumgimp: resizegimp: auto-levelsgimp: rotatewebp: Quality 100, Losslessgimp: unsharp-maskx265: Bosphorus 1080pphpbench: PHP Benchmark Suitewebp: Quality 100, Highest Compressiondarktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlyoctave-benchmark: avifenc: 10, Losslessdarktable: Server Room - CPU-onlywebp: Quality 100darktable: Server Rack - CPU-onlywebp: Defaultopenradioss: INIVOL and Fluid Structure Interaction Drop ContainerLenovo T14 Gen5 - Intel Core Ultra 7 165U387.089318519333.860694033954046225.617961040.6499465.93186.367686226636.131628.28142.328760571534.4270.126590.3926374.16357.14611.9861952631.4331.5172848090.72923697415.91201181202.0324325186.92229174.6651.036351152.6550.413561.169598288.92474236.65035.44031472.26.191.58805736.511.71831517.6188.2818585.887.7691870.2128.182.91280.75082.9878.1041597.910.102.21660142.4682.36453518.01664.3421366.375.082919.5411.7916.94424.9016.4368.67101.9033.41268.794433.63207.9573114.3878.6233.20210.6329.50237.1211.78763.3712917.93501.730.909798.9421724110.3811.3008.8208.79668972.72103.80658.2857.9103129035832588150.6871.84540.970421.60014.85514.3031.8617.34346.7311952734.205.9415.6966.5375.5253.83913.590.32621.06OpenBenchmarking.org

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 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

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

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 165U200K400K600K800K1000KSE +/- 897.27, N = 3954046

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: Cell Phone Drop TestLenovo T14 Gen5 - Intel Core Ultra 7 165U50100150200250SE +/- 5.51, N = 12225.61

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: 32 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Intel Core Ultra 7 165U200K400K600K800K1000KSE +/- 1790.16, N = 3796104

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 165U0.14620.29240.43860.58480.731SE +/- 0.0061, N = 60.64991. (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 165U100200300400500SE +/- 4.63, N = 5465.93

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 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

C-Ray

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

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

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

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

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 165U0.02850.0570.08550.1140.1425SE +/- 0.00049, N = 30.12659

ASTC Encoder

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

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ExhaustiveLenovo T14 Gen5 - Intel Core Ultra 7 165U0.08830.17660.26490.35320.4415SE +/- 0.0041, N = 30.39261. (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: Bumper BeamLenovo T14 Gen5 - Intel Core Ultra 7 165U80160240320400SE +/- 1.70, N = 3374.16

C-Ray

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

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

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

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 165U612182430SE +/- 0.18, N = 13261. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

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 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

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

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

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 165U50K100K150K200K250KSE +/- 2952.83, N = 3236974

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 165U48121620SE +/- 0.05, N = 315.911. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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: 32 - Renderer: Path Tracer - Acceleration: CPULenovo T14 Gen5 - Intel Core Ultra 7 165U40K80K120K160K200KSE +/- 521.40, N = 3201181

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

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 165U5K10K15K20K25KSE +/- 217.90, N = 724325

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

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 165U714212835SE +/- 0.24, N = 9291. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -llzma -lz -lm -lpthread -lgomp

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

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

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

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

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 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

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 165U60120180240300SE +/- 2.27, N = 14288.92

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 165U16003200480064008000SE +/- 87.41, N = 47423

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 165U246810SE +/- 0.0496, N = 36.6503MIN: 6.48 / MAX: 7.8

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 165U1.22412.44823.67234.89646.1205SE +/- 0.0316, N = 35.44031. (CXX) g++ options: -O3 -flto -pthread

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 165U30060090012001500SE +/- 8.80, N = 51472.21. (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

Stargate Digital Audio Workstation

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

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 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

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 165U816243240SE +/- 0.20, N = 336.51

Stargate Digital Audio Workstation

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

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 1024Lenovo T14 Gen5 - Intel Core Ultra 7 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

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

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

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

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

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

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

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 165U20406080100SE +/- 0.49, N = 382.911. (CXX) g++ options: -O3 -fPIC -lm

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

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

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

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 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 - Compression SpeedLenovo T14 Gen5 - Intel Core Ultra 7 165U3691215SE +/- 0.10, N = 310.101. (CC) gcc options: -O3 -pthread -lz -llzma

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

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

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 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

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

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.

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 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: 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

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: 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

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 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: 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: 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: 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: 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: 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: 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

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

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 165U1020304050SE +/- 0.58, N = 3441. (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.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: 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

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 165U1632486480SE +/- 1.00, N = 3731. (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.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: 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: 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: 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: 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: 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: 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: 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

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 165U306090120150SE +/- 1.00, N = 31291. (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.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: 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: 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: 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

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: 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

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 165U3691215SE +/- 0.06, N = 310.381. (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: 6, LosslessLenovo T14 Gen5 - Intel Core Ultra 7 165U3691215SE +/- 0.07, N = 1511.301. (CXX) g++ options: -O3 -fPIC -lm

JPEG-XL libjxl

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

OpenBenchmarking.orgMP/s, More Is BetterJPEG-XL libjxl 0.10.1Input: PNG - Quality: 100Lenovo T14 Gen5 - Intel Core Ultra 7 165U246810SE +/- 0.115, N = 38.8201. (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

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

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 165U1632486480SE +/- 0.94, N = 372.72

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

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

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 165U246810SE +/- 0.069, N = 157.9101. (CXX) g++ options: -O3 -fPIC -lm

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 165U7K14K21K28K35KSE +/- 406.57, N = 331290

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 165U8K16K24K32K40KSE +/- 822.60, N = 3358321. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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

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 165U0.1530.3060.4590.6120.765SE +/- 0.00, N = 30.681. (CC) gcc options: -fvisibility=hidden -O2 -lm

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

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 165U918273645SE +/- 0.20, N = 340.971. (CXX) g++ options: -O3 -flto -pthread

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 165U510152025SE +/- 0.06, N = 321.60

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

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

WebP Image Encode

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

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

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

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

WebP Image Encode

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

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

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

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 165U1.24312.48623.72934.97246.2155SE +/- 0.051, N = 75.5251. (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: Server Room - Acceleration: CPU-onlyLenovo T14 Gen5 - Intel Core Ultra 7 165U0.86381.72762.59143.45524.319SE +/- 0.023, N = 73.839

WebP Image Encode

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

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 Rack - Acceleration: CPU-onlyLenovo T14 Gen5 - Intel Core Ultra 7 165U0.07340.14680.22020.29360.367SE +/- 0.002, N = 150.326

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

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.

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

CPU Temperature Monitor

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

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 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

Meta Performance Per Watts

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

126 Results Shown

SPECFEM3D:
  Layered Halfspace
  Water-layered Halfspace
OSPRay Studio
OpenRadioss
OSPRay Studio
ASTC Encoder
OpenRadioss
SPECFEM3D
C-Ray
OpenRadioss
SPECFEM3D
Timed Godot Game Engine Compilation
NAMD
ASTC Encoder
OpenRadioss
C-Ray
TensorFlow
OSPRay Studio
GraphicsMagick
FFmpeg:
  libx265 - Platform
  libx265 - Video On Demand
Stockfish
GROMACS
OSPRay Studio
FFmpeg
OSPRay Studio
Blender
OSPRay Studio
libavif avifenc
GraphicsMagick
WireGuard + Linux Networking Stack Stress Test
Stargate Digital Audio Workstation
Timed Linux Kernel Compilation
NAMD
Stargate Digital Audio Workstation
JPEG-XL Decoding libjxl
OSPRay Studio
Embree
ASTC Encoder
Zstd Compression:
  19, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
Stargate Digital Audio Workstation
TensorFlow
Stargate Digital Audio Workstation
JPEG-XL libjxl
Embree
srsRAN Project
C-Ray
Zstd Compression:
  12 - Decompression Speed
  12 - Compression Speed
libavif avifenc
Timed PHP Compilation
FFmpeg
Timed FFmpeg Compilation
Zstd Compression:
  19 - Decompression Speed
  19 - Compression Speed
Stargate Digital Audio Workstation
Timed Mesa Compilation
Stargate Digital Audio Workstation
JPEG-XL libjxl
RawTherapee
OpenVINO:
  Face Detection FP16-INT8 - CPU:
    ms
    FPS
srsRAN Project
OpenVINO:
  Person Detection FP16 - CPU:
    ms
    FPS
  Machine Translation EN To DE FP16 - CPU:
    ms
    FPS
  Road Segmentation ADAS FP16-INT8 - CPU:
    ms
    FPS
  Noise Suppression Poconet-Like FP16 - CPU:
    ms
    FPS
GraphicsMagick
OpenVINO:
  Person Vehicle Bike Detection FP16 - CPU:
    ms
    FPS
GraphicsMagick
OpenVINO:
  Handwritten English Recognition FP16-INT8 - CPU:
    ms
    FPS
  Person Re-Identification Retail FP16 - CPU:
    ms
    FPS
  Vehicle Detection FP16-INT8 - CPU:
    ms
    FPS
  Face Detection Retail FP16-INT8 - CPU:
    ms
    FPS
GraphicsMagick
OpenVINO:
  Weld Porosity Detection FP16-INT8 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    ms
    FPS
GraphicsMagick:
  HWB Color Space
  Rotate
x265
libavif avifenc
JPEG-XL libjxl:
  PNG - 100
  JPEG - 100
PyBench
TensorFlow
ASTC Encoder
RNNoise
libavif avifenc
OSPRay Studio
7-Zip Compression:
  Decompression Rating
  Compression Rating
WebP Image Encode
JPEG-XL Decoding libjxl
ASTC Encoder
GIMP:
  resize
  auto-levels
  rotate
WebP Image Encode
GIMP
x265
PHPBench
WebP Image Encode
Darktable:
  Boat - CPU-only
  Masskrug - CPU-only
GNU Octave Benchmark
libavif avifenc
Darktable
WebP Image Encode
Darktable
WebP Image Encode
CPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Watts
    Megahertz
  Performance Per Watts:
    Performance Per Watts