pytorch-classification:使用PyTorch进行分类-源码

上传者: 42168902 | 上传时间: 2021-09-30 10:57:38 | 文件大小: 388KB | 文件类型: ZIP
火炬分类 使用PyTorch在CIFAR-10 / 100和ImageNet上进行分类。 特征 适用于不同网络架构的统一接口 多GPU支持 具有丰富信息的培训进度栏 训练日志和训练曲线可视化代码(请参阅./utils/logger.py ) 安装 安装 递归克隆git clone --recursive https://github.com/bearpaw/pytorch-classification.git 训练 请参阅以了解如何训练模型。 结果 CIFAR 报告了CIFAR-10 / 100基准测试的Top1错误率。 使用不同的随机种子训练模型时,您可能会得到不同的结果。 请注意,参数数量是在CIFAR-10数据集上计算的。 模型 参数(M) CIFAR-10(%) CIFAR-100(%) 亚历克斯网 2.47 22.78 56.13 vgg19_bn 20.04

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