Compression compatibility matrix

The models in NetsPresso Trainer can be compressed with NetsPresso's compressor module. This document provides a matrix showing the compatibility of the NetsPresso Trainer models with a NetsPresso compressor.

Supported compression methods include pruning and filter decomposition. For more detailed information, please refer to NetsPresso.

Task	Model	Compressor	Ramarks
Classification	EfficientFormer-l1	✅
Classification	MixNet-s	✅
Classification	MobileNetV3-s	✅
Classification	MovileViT-s	✅
Classification	ResNet50	✅
Classification	ViT-tiny	✅
Segmentation	PIDNet-s	✅
Segmentation	SegFormet-b0	✅
Detection	YOLOX-s	✅