Deep Learning, Artificial Intelligence, Image Classification, Vision Transformer, Transformers.
Conventional ViTs are still under-performing CNNs in terms of latency. EfficientFormer-L3 achieves 1% higher top-1 accuracy than PoolFormer-S36, while being 3× faster on Nvidia A100 GPU, 2.2× faster on iPhone NPU and 6.8× faster on iPhone CPU. [Comparison to Hybrid Designs] EfficientFormer-L1 has