no code implementations • ICCV 2023 • Han Cai, Junyan Li, Muyan Hu, Chuang Gan, Song Han
Without performance loss on Cityscapes, our EfficientViT provides up to 8. 8x and 3. 8x GPU latency reduction over SegFormer and SegNeXt, respectively.
no code implementations • 2 Aug 2022 • Liyan Zheng, Haojie Wang, Jidong Zhai, Muyan Hu, Zixuan Ma, Tuowei Wang, Shizhi Tang, Lei Xie, Kezhao Huang, Zhihao Jia
Boosting the runtime performance of deep neural networks (DNNs) is critical due to their wide adoption in real-world tasks.
5 code implementations • 29 May 2022 • Han Cai, Junyan Li, Muyan Hu, Chuang Gan, Song Han
Without performance loss on Cityscapes, our EfficientViT provides up to 13. 9$\times$ and 6. 2$\times$ GPU latency reduction over SegFormer and SegNeXt, respectively.
Ranked #23 on Semantic Segmentation on Cityscapes val