search

tucan9389 / SemanticSegmentation-CoreML

The example project of inferencing Semantic Segementation using Core ML
https://github.com/motlabs/awesome-ml-demos-with-ios
MIT License
320 stars 32 forks source link

Performance Test #2

Closed tucan9389 closed 3 years ago

tucan9389 commented 5 years ago

Model Size (MB), Minimum iOS Version

Model Size Minimum
iOS Version
DeepLabV3 8.6 iOS12
DeepLabV3FP16 4.3 iOS12
DeepLabV3Int8LUT 2.3 iOS12

Infernece Time (ms)

Model vs. Device XS X
DeepLabV3 135 177
DeepLabV3FP16 136 177
DeepLabV3Int8LUT 135 177

Total Time (ms)

Model vs. Device XS X
DeepLabV3 409 531
DeepLabV3FP16 403 530
DeepLabV3Int8LUT 412 517

FPS

Model vs. Device XS X
DeepLabV3 2 1
DeepLabV3FP16 2 1
DeepLabV3Int8LUT 2 1