MSF tensorflow config_error ai_generated true

值错误：未知模型格式 'h5'。支持的格式：'tf', 'keras'

ValueError: Unknown model format: 'h5'. Supported formats: 'tf', 'keras'

ID: tensorflow/unknown-model-save-format

其他格式: JSON · Markdown 中文 · English
90%修复率
88%置信度
1证据数
2023-11-05首次发现

版本兼容性

版本状态引入弃用备注
tensorflow 2.13.0 active — — —
tensorflow 2.14.0 active — — —

根因分析

在TF2默认保存格式中不支持使用.h5扩展名保存模型；只允许SavedModel或Keras原生格式。

English

Saving a model with .h5 extension is not supported in TF2's default save format; only SavedModel or Keras native format is allowed.

generic

官方文档

https://www.tensorflow.org/guide/keras/save_and_serialize

解决方案

  1. Use model.save('my_model.keras') with the native Keras format.
  2. Use model.save('my_model', save_format='tf') for SavedModel format.
  3. Explicitly set save_format='h5' in model.save() to force HDF5: model.save('my_model.h5', save_format='h5')

无效尝试

常见但无效的做法:

  1. 60% 失败

    Renaming file extension to .tf doesn't change underlying format.

  2. 90% 失败

    Installing h5py doesn't add .h5 support to TF2 save API.