# GCnet-pytorch

**Repository Path**: cqfdch/GCnet-pytorch

## Basic Information

- **Project Name**: GCnet-pytorch
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-08-02
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# GCnet-pytorch
This is a pytorch type of block，including Non-local block，Simple Non-local block，GC block and all GC block; refer to paper《GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond》

Experiment Dataset:CIFAR 100

TRAIN--

In terminal:$python train.py --dataset cifar100 --arch XXX.model

| models | Params | FLOPs | Top-1 acc |
| ------ | ------ | ------ | ------ |
| Resnet50 | 23.71M | 1.31G | 78.37% |
| Resnet50 + 1NL | 27.91M | 1.58G | 78.91% |
| Res2next29 + 1SNL | 24.76M | 1.31G | 79.01% |
| Res2next29 + 1GC | 23.97M | 1.31G | 79.47% |
| Res2next29 + all GC | 29.07M | 1.32G | 79.55% |