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sti_train_test's Introduction

STI 训练

STI训练代码路径

3块卡服务器:/data/xbj/code/0406_awl_STI

建议直接copy服务器文件夹,exclude save_model log *test *.log ,速度会快一些

运行说明

  • 运行 train_FPN_STI.py即可进行训练,tensorboard和权重文件会分别存在log/和save_model/中
  • parse_args中可以修改的参数
    • save_dir:权重存储的路径
    • trained_epoch:如果是restart,将其修改为之前训练的轮次
    • load_pretrain:如果是restart,将其修改为网络权重路径

STI 测试及箱图绘制

运行说明

  • 运行 test_FPN_STI.py,需要修改parse_args中的以下内容:
    • model_path:改为权重存储的【文件夹】路径
    • epoch_for_save:改为你需要test的具体epoch数
    • outputresult_dir:结果存储的文件夹路径
  • 运行完之后,会在outputresult_dir中生成
    • 一个.pt文件
    • 一个.csv文件
    • 一个.png文件

绘制结果箱图

  • 将cal_gen_boxplot.py复制到outputresult_dir下,并运行
    • 这个脚本服务器里也有,在/data/xbj/code/0406_awl_STI/0409_test/epoch10
  • 运行结束后会生成一个0409_all_Freq_without_outlier.png,即为箱图

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