Intel Core Ultra 7 165U Linux Comparison

Benchmarks by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2405181-NE-METEORLIN78&sro&grs.

OpenVINO

Model: Handwritten English Recognition FP16-INT8 - Device: CPU

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenVINO

Model: Person Re-Identification Retail FP16 - Device: CPU

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenVINO

Model: Noise Suppression Poconet-Like FP16 - Device: CPU

OpenVINO

Model: Face Detection Retail FP16-INT8 - Device: CPU

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenVINO

Model: Handwritten English Recognition FP16-INT8 - Device: CPU

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenVINO

Model: Person Re-Identification Retail FP16 - Device: CPU

NAMD

Input: ATPase with 327,506 Atoms

OpenVINO

Model: Road Segmentation ADAS FP16-INT8 - Device: CPU

NAMD

Input: STMV with 1,066,628 Atoms

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenVINO

Model: Face Detection Retail FP16-INT8 - Device: CPU

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenVINO

Model: Noise Suppression Poconet-Like FP16 - Device: CPU

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OSPRay Studio

Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenRadioss

Model: Rubber O-Ring Seal Installation

OSPRay Studio

Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OSPRay Studio

Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OSPRay Studio

Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenRadioss

Model: Bumper Beam

7-Zip Compression

Test: Decompression Rating

SPECFEM3D

Model: Homogeneous Halfspace

OpenRadioss

Model: Bird Strike on Windshield

SPECFEM3D

Model: Layered Halfspace

TensorFlow

Device: CPU - Batch Size: 32 - Model: ResNet-50

TensorFlow

Device: CPU - Batch Size: 32 - Model: GoogLeNet

Embree

Binary: Pathtracer ISPC - Model: Crown

ASTC Encoder

Preset: Exhaustive

SPECFEM3D

Model: Mount St. Helens

ASTC Encoder

Preset: Very Thorough

OpenVINO

Model: Road Segmentation ADAS FP16-INT8 - Device: CPU

SPECFEM3D

Model: Water-layered Halfspace

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

GraphicsMagick

Operation: Rotate

TensorFlow

Device: CPU - Batch Size: 32 - Model: AlexNet

ASTC Encoder

Preset: Fast

ASTC Encoder

Preset: Medium

Blender

Blend File: BMW27 - Compute: CPU-Only

ASTC Encoder

Preset: Thorough

GraphicsMagick

Operation: Swirl

FFmpeg

Encoder: libx265 - Scenario: Live

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

JPEG-XL libjxl

Input: PNG - Quality: 90

JPEG-XL libjxl

Input: JPEG - Quality: 90

FFmpeg

Encoder: libx265 - Scenario: Platform

FFmpeg

Encoder: libx265 - Scenario: Video On Demand

GraphicsMagick

Operation: Resizing

Stargate Digital Audio Workstation

Sample Rate: 192000 - Buffer Size: 512

FFmpeg

Encoder: libx265 - Scenario: Upload

Stargate Digital Audio Workstation

Sample Rate: 44100 - Buffer Size: 512

GIMP

Test: resize

Stargate Digital Audio Workstation

Sample Rate: 96000 - Buffer Size: 1024

Stargate Digital Audio Workstation

Sample Rate: 96000 - Buffer Size: 512

Stargate Digital Audio Workstation

Sample Rate: 192000 - Buffer Size: 1024

Timed Linux Kernel Compilation

Build: defconfig

Stargate Digital Audio Workstation

Sample Rate: 44100 - Buffer Size: 1024

Timed Godot Game Engine Compilation

Time To Compile

libavif avifenc

Encoder Speed: 0

GraphicsMagick

Operation: Enhanced

GraphicsMagick

Operation: Noise-Gaussian

Timed FFmpeg Compilation

Time To Compile

JPEG-XL libjxl

Input: PNG - Quality: 100

JPEG-XL libjxl

Input: JPEG - Quality: 100

Timed Mesa Compilation

Time To Compile

Darktable

Test: Server Room - Acceleration: CPU-only

C-Ray

Resolution: 5K - Rays Per Pixel: 16

C-Ray

Resolution: 4K - Rays Per Pixel: 16

Zstd Compression

Compression Level: 19 - Compression Speed

JPEG-XL Decoding libjxl

CPU Threads: All

C-Ray

Resolution: 1080p - Rays Per Pixel: 16

x265

Video Input: Bosphorus 1080p

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

libavif avifenc

Encoder Speed: 2

Timed PHP Compilation

Time To Compile

7-Zip Compression

Test: Compression Rating

x265

Video Input: Bosphorus 4K

Darktable

Test: Masskrug - Acceleration: CPU-only

OpenRadioss

Model: INIVOL and Fluid Structure Interaction Drop Container

GraphicsMagick

Operation: Sharpen

libavif avifenc

Encoder Speed: 6

RNNoise

Input: 26 Minute Long Talking Sample

Darktable

Test: Boat - Acceleration: CPU-only

PHPBench

PHP Benchmark Suite

RawTherapee

Total Benchmark Time

libavif avifenc

Encoder Speed: 6, Lossless

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

WebP Image Encode

Encode Settings: Default

Zstd Compression

Compression Level: 12 - Decompression Speed

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

libavif avifenc

Encoder Speed: 10, Lossless

Zstd Compression

Compression Level: 19 - Decompression Speed

GraphicsMagick

Operation: HWB Color Space

WebP Image Encode

Encode Settings: Quality 100, Lossless, Highest Compression

WebP Image Encode

Encode Settings: Quality 100

GIMP

Test: unsharp-mask

PyBench

Total For Average Test Times

GNU Octave Benchmark

JPEG-XL Decoding libjxl

CPU Threads: 1

WebP Image Encode

Encode Settings: Quality 100, Lossless

GIMP

Test: rotate

GIMP

Test: auto-levels

OpenRadioss

CPU Temperature Monitor

OpenRadioss

CPU Power Consumption Monitor

GNU Octave Benchmark

CPU Temperature Monitor

GNU Octave Benchmark

CPU Power Consumption Monitor

GIMP

CPU Temperature Monitor