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使用download_and_convert_mnist_m.py脚本遇文件不存在错误求助

Fixing "No such file or directory: '~/dsn_data/mnist_m/mnist_m_train'" in TensorFlow's MNIST-M Conversion Script

Hey there, let's work through this issue together. I've run into similar path-related snags with TensorFlow's domain adaptation tools before, so here are actionable steps to resolve this:

  • Resolve tilde path expansion issues
    Python doesn't always automatically expand the ~ shortcut to your home directory when used in hardcoded paths. Instead of relying on ~/dsn_data/mnist_m, replace it with the full absolute path (e.g., /home/your-username/dsn_data/mnist_m). You can either edit this directly in the download_and_convert_mnist_m.py script where the data directory is defined, or pass the absolute path as a command-line argument if the script supports it.

  • Align your working directory with the script's expectations
    You're running the script from models/research/, but the script might be designed to run from the domain_adaptation/datasets/ subdirectory. Try navigating to that folder first:

    cd models/research/domain_adaptation/datasets/
    python download_and_convert_mnist_m.py
    

    Also, check the script for variables like DEFAULT_DATA_DIR—ensure this points to the directory where you've stored the MNIST-M data.

  • Verify your extracted dataset structure
    After downloading and unpacking the MNIST-M archive, double-check that the mnist_m_train file (or folder, depending on the dataset format) exists directly inside ~/dsn_data/mnist_m/. Sometimes archives extract contents into an extra nested subfolder (e.g., mnist_m/mnist_m/), so you may need to move the files up one level to match the script's expected path.

  • Check directory and file permissions
    Make sure the user running the script has read access to mnist_m_train and write access to the parent directories. Run this command to inspect permissions:

    ls -l ~/dsn_data/mnist_m/
    

    If permissions are restrictive, adjust them with:

    chmod -R 755 ~/dsn_data/mnist_m/
    

内容的提问来源于stack exchange,提问作者HutzelFutzel

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最近更新时间:2026.05.20 08:00:09