Framework 16 Laptop Benchmarks Linux

Benchmarks by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2401221-NE-2401221NE46&grr&sro.

PyTorch

Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_l

Timed Godot Game Engine Compilation

Time To Compile

TensorFlow

Device: CPU - Batch Size: 64 - Model: ResNet-50

PyTorch

Device: CPU - Batch Size: 64 - Model: ResNet-152

Appleseed

Scene: Emily

PyTorch

Device: CPU - Batch Size: 64 - Model: ResNet-50

OpenVINO

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

OpenVINO

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

Unigine Superposition

Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGL

Embree

Binary: Pathtracer ISPC - Model: Crown

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

Blender

Blend File: BMW27 - Compute: CPU-Only

Llamafile

Test: mistral-7b-instruct-v0.2.Q8_0 - Acceleration: CPU

PyTorch

Device: CPU - Batch Size: 1 - Model: ResNet-152

Appleseed

Scene: Disney Material

OpenVINO

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

OpenVINO

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

Chaos Group V-RAY

Mode: CPU

Timed Linux Kernel Compilation

Build: defconfig

Selenium

Benchmark: Jetstream 2 - Browser: Google Chrome

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

PyTorch

Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l

OpenVINO

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

OpenVINO

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

Timed FFmpeg Compilation

Time To Compile

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenVINO

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

OpenVINO

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

Zstd Compression

Compression Level: 12 - Decompression Speed

Zstd Compression

Compression Level: 12 - Compression Speed

IndigoBench

Acceleration: CPU - Scene: Bedroom

IndigoBench

Acceleration: CPU - Scene: Supercar

GLmark2

Resolution: 1920 x 1080

uvg266

Video Input: Bosphorus 4K - Video Preset: Very Fast

uvg266

Video Input: Bosphorus 4K - Video Preset: Super Fast

Zstd Compression

Compression Level: 19 - Compression Speed

PyTorch

Device: CPU - Batch Size: 1 - Model: ResNet-50

Selenium

Benchmark: Speedometer - Browser: Google Chrome

OpenVINO

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

OpenVINO

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

OpenSCAD

Render: Pistol

uvg266

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

VVenC

Video Input: Bosphorus 4K - Video Preset: Faster

RawTherapee

Total Benchmark Time

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Super Fast

Timed PHP Compilation

Time To Compile

7-Zip Compression

Test: Decompression Rating

7-Zip Compression

Test: Compression Rating

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

PyPerformance

Benchmark: python_startup

Llamafile

Test: llava-v1.5-7b-q4 - Acceleration: CPU

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

PyPerformance

Benchmark: crypto_pyaes

PyPerformance

Benchmark: django_template

OpenSCAD

Render: Mini-ITX Case

Selenium

Benchmark: PSPDFKit WASM - Browser: Google Chrome

TensorFlow

Device: CPU - Batch Size: 1 - Model: ResNet-50

PyPerformance

Benchmark: regex_compile

LZ4 Compression

Compression Level: 9 - Decompression Speed

LZ4 Compression

Compression Level: 9 - Compression Speed

LZ4 Compression

Compression Level: 1 - Decompression Speed

LZ4 Compression

Compression Level: 1 - Compression Speed

LZ4 Compression

Compression Level: 3 - Decompression Speed

LZ4 Compression

Compression Level: 3 - Compression Speed

Timed Apache Compilation

Time To Compile

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

PHPBench

PHP Benchmark Suite

GIMP

Test: unsharp-mask

Selenium

Benchmark: Kraken - Browser: Google Chrome

GIMP

Test: resize

Selenium

Benchmark: WASM collisionDetection - Browser: Google Chrome

GIMP

Test: auto-levels

GIMP

Test: rotate

Selenium

Benchmark: WASM imageConvolute - Browser: Google Chrome

GIMP

CPU Power Consumption Monitor

GIMP

CPU Power Consumption Monitor

GIMP

CPU Power Consumption Monitor

GIMP

CPU Power Consumption Monitor

CPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

PHPBench

CPU Power Consumption Monitor