Resnet-from-scratch

Implement a simple Resnet according to the tutorial

根据教程使用pytorch实现Resnet
- 链接： https://blog.paperspace.com/writing-resnet-from-scratch-in-pytorch/
微调了教程中的一些代码，比如validationset 实际和 trainingset来自一个batch
使用pytorch自带的dataloader下载CIFAR-10数据
添加了部分注释，标识了layer的输出shape
添加了visualization part

2022年10月21日更新 Resnet_labml.py 文件结合了Labmlai的writer库进行实现.

If you have an error about decoder , you can put the save_info function in labml\internal\experiment\experiment_run.py :

    def save_info(self):
        ...
        if self.diff is not None:
            with open(str(self.diff_path), "w") as f:
                f.write(self.diff)

change into :

    def save_info(self):
        ...
        if self.diff is not None:
            with open(str(self.diff_path), "w",encoding='utf-8') as f:
                f.write(self.diff)

2022年10月21日更新 Resnet_board.py 文件结合加入了tensor board进行可视化实现.

CHENHUI-X/Resnet-from-scratch

Resnet-from-scratch