efficientvit
EfficientViT leads in efficient vision models, enhancing high-resolution generation and perception using multi-scale linear attention. It improves image classification, segmentation, and text-to-image generation. The Deep Compression Autoencoder (DC-AE) offers high spatial compression, boosting diffusion models' speed without quality loss. EfficientViT-SAM provides significant speed advantages without sacrificing accuracy, suitable for real-time use, exemplifying advanced tensor processing techniques for superior performance-efficiency.