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nnfinal_resnet18_cifar10's Introduction

深度学习期末作业Task1 ResNet18-CIFAR10

预训练权重准备

预训练权重下载地址:https://download.pytorch.org/models/resnet18-f37072fd.pth

下载后放在根目录即可

预训练模型微调

运行python train_pretrained.py ,模型权重和训练信息会保存在文件夹./models_no_pretrained

ResNet18全参数训练

运行python train_no_pretrained.py, 模型权重和训练信息会保存在文件夹./models_pretrained

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