过滤器相似度:通过降低过滤器间相似度来提高各种CNN的性能-源码

上传者: 42121725 | 上传时间: 2021-02-26 12:05:46 | 文件大小: 46KB | 文件类型: ZIP
过滤器相似度 CIFAR10模型砝码 使用链接下载权重(您必须手动下载和提取)。 要将路径设置为下载的weights文件夹,请在vgg.py指定path_to_state_dict 。 依存关系 通过运行以下命令安装依赖项: pip install -r requirements.txt 选项: -net -架构的选择(默认:resnet18) -dataset选择数据集(默认值:cifar10) -tr-batch训练批次大小(默认值:512) -val-batch验证批次大小(默认值:512) -lr学习率(默认值:0.1) -wd权重衰减(默认值:5e-4) -epochs要训​​练的时期数(默认值:300) -cpu -cpu标志-reinit分集丢失使用标志-mode -在转移和默认训练之间选择 如何运行: python train.py -lr 0.1 -gpu -dat

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