TResNet: High Performance GPU-Dedicated Architecture

Paper

tricks:

1. backbone: 224-224-3 -> Space2Depth(4) –> 56-56-48 -> Conv1x1 –> 56-56-64
2. Global average pooling revise to fixed
3. SE module
4. fuse BN and Relu and implement with inplance operation