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&rdt.
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
PHPBench
PHP Benchmark Suite
PyPerformance
CPU Power Consumption Monitor
PyPerformance
CPU Power Consumption Monitor
PyPerformance
CPU Power Consumption Monitor
PyPerformance
CPU Power Consumption Monitor
VVenC
CPU Power Consumption Monitor
VVenC
Video Input: Bosphorus 4K - Video Preset: Faster
VVenC
CPU Power Consumption Monitor
VVenC
Video Input: Bosphorus 4K - Video Preset: Fast
uvg266
CPU Power Consumption Monitor
uvg266
Video Input: Bosphorus 4K - Video Preset: Ultra Fast
uvg266
CPU Power Consumption Monitor
uvg266
Video Input: Bosphorus 4K - Video Preset: Super Fast
uvg266
CPU Power Consumption Monitor
uvg266
Video Input: Bosphorus 4K - Video Preset: Very Fast
Kvazaar
CPU Power Consumption Monitor
Kvazaar
Video Input: Bosphorus 4K - Video Preset: Ultra Fast
Kvazaar
CPU Power Consumption Monitor
Kvazaar
Video Input: Bosphorus 4K - Video Preset: Super Fast
Kvazaar
CPU Power Consumption Monitor
Kvazaar
Video Input: Bosphorus 4K - Video Preset: Very Fast
SVT-AV1
CPU Power Consumption Monitor
SVT-AV1
Encoder Mode: Preset 4 - Input: Bosphorus 4K
SVT-AV1
CPU Power Consumption Monitor
SVT-AV1
Encoder Mode: Preset 8 - Input: Bosphorus 4K
LZ4 Compression
CPU Power Consumption Monitor
LZ4 Compression
Compression Level: 9 - Decompression Speed
LZ4 Compression
CPU Power Consumption Monitor
LZ4 Compression
Compression Level: 3 - Decompression Speed
LZ4 Compression
CPU Power Consumption Monitor
LZ4 Compression
Compression Level: 1 - Decompression Speed
Zstd Compression
CPU Power Consumption Monitor
Zstd Compression
Compression Level: 19, Long Mode - Decompression Speed
Zstd Compression
CPU Power Consumption Monitor
Zstd Compression
Compression Level: 12 - Decompression Speed
7-Zip Compression
CPU Power Consumption Monitor
7-Zip Compression
Test: Decompression Rating
OpenSCAD
CPU Power Consumption Monitor
OpenSCAD
CPU Power Consumption Monitor
RawTherapee
CPU Power Consumption Monitor
GIMP
CPU Power Consumption Monitor
GIMP
CPU Power Consumption Monitor
GIMP
CPU Power Consumption Monitor
GIMP
CPU Power Consumption Monitor
IndigoBench
CPU Power Consumption Monitor
IndigoBench
Acceleration: CPU - Scene: Bedroom
IndigoBench
CPU Power Consumption Monitor
IndigoBench
Acceleration: CPU - Scene: Supercar
Chaos Group V-RAY
CPU Power Consumption Monitor
Chaos Group V-RAY
Mode: CPU
Embree
CPU Power Consumption Monitor
Embree
Binary: Pathtracer ISPC - Model: Crown
Embree
CPU Power Consumption Monitor
Embree
Binary: Pathtracer ISPC - Model: Asian Dragon
Appleseed
CPU Power Consumption Monitor
Appleseed
CPU Power Consumption Monitor
Blender
CPU Power Consumption Monitor
TensorFlow
CPU Power Consumption Monitor
TensorFlow
Device: CPU - Batch Size: 64 - Model: ResNet-50
TensorFlow
CPU Power Consumption Monitor
TensorFlow
Device: CPU - Batch Size: 1 - Model: ResNet-50
PyTorch
CPU Power Consumption Monitor
PyTorch
Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_l
PyTorch
CPU Power Consumption Monitor
PyTorch
Device: CPU - Batch Size: 64 - Model: ResNet-152
PyTorch
CPU Power Consumption Monitor
PyTorch
Device: CPU - Batch Size: 64 - Model: ResNet-50
PyTorch
CPU Power Consumption Monitor
PyTorch
Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l
PyTorch
CPU Power Consumption Monitor
PyTorch
Device: CPU - Batch Size: 1 - Model: ResNet-152
PyTorch
CPU Power Consumption Monitor
PyTorch
Device: CPU - Batch Size: 1 - Model: ResNet-50
Llamafile
CPU Power Consumption Monitor
Llamafile
Test: llava-v1.5-7b-q4 - Acceleration: CPU
Llamafile
CPU Power Consumption Monitor
Llamafile
Test: mistral-7b-instruct-v0.2.Q8_0 - Acceleration: CPU
OpenVINO
CPU Power Consumption Monitor
OpenVINO
CPU Power Consumption Monitor
OpenVINO
CPU Power Consumption Monitor
OpenVINO
CPU Power Consumption Monitor
OpenVINO
CPU Power Consumption Monitor
OpenVINO
CPU Power Consumption Monitor
OpenVINO
CPU Power Consumption Monitor
OpenVINO
CPU Power Consumption Monitor
Timed Apache Compilation
CPU Power Consumption Monitor
Timed FFmpeg Compilation
CPU Power Consumption Monitor
Timed PHP Compilation
CPU Power Consumption Monitor
Timed Godot Game Engine Compilation
CPU Power Consumption Monitor
Timed Linux Kernel Compilation
CPU Power Consumption Monitor
GLmark2
CPU Power Consumption Monitor
GLmark2
Resolution: 1920 x 1080
ParaView
Test: Wavelet Contour - Resolution: 1920 x 1080
Unigine Superposition
CPU Power Consumption Monitor
Unigine Superposition
Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGL
Selenium
CPU Power Consumption Monitor
Selenium
CPU Power Consumption Monitor
Selenium
CPU Power Consumption Monitor
Selenium
CPU Power Consumption Monitor
Selenium
CPU Power Consumption Monitor
Selenium
Benchmark: Jetstream 2 - Browser: Google Chrome
Selenium
CPU Power Consumption Monitor
Selenium
Benchmark: Speedometer - Browser: Google Chrome
Phoronix Test Suite v10.8.5