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zju_cst_ai_security's Introduction

zju_cst_ai_security

介绍

浙大软院2021人工智能安全作业,用CNN实现CIFAR10分类任务

数据集

CIFAR10

下载并解压到data/目录下,速度可能比较慢,可使用知乎搜索相关内容解决

模型

简化版的ResNet

运行

训练:

单GPU:

python main.py --cuda --gpuid 0 --train --model_path MODEL_DIR

多GPU:

python main.py --cuda --gpuid [gpuid list] --train --model_path MODEL_DIR

测试

python main.py --cuda --gpuid 0 --model_path MODEL_DIR

测试请勿使用多GPU运行。

结果

acc 84.39%

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