【问题记录】AttributeError: module ‘tensorflow‘ has no attribute ‘io‘

from torch.utils.tensorboard import SummaryWriter

遇到报错:

File "D:\anaconda3\envs\pytorch_py37\lib\site-packages\torch\utils\tensorboard\writer.py", line 220, in __init__
    self._get_file_writer()
  File "D:\anaconda3\envs\pytorch_py37\lib\site-packages\torch\utils\tensorboard\writer.py", line 251, in _get_file_writer
    self.flush_secs, self.filename_suffix)
  File "D:\anaconda3\envs\pytorch_py37\lib\site-packages\torch\utils\tensorboard\writer.py", line 61, in __init__
    log_dir, max_queue, flush_secs, filename_suffix)
  File "D:\anaconda3\envs\pytorch_py37\lib\site-packages\tensorboard\summary\writer\event_file_writer.py", line 72, in __init__
    tf.io.gfile.makedirs(logdir)
  File "D:\anaconda3\envs\pytorch_py37\lib\site-packages\tensorboard\lazy.py", line 65, in __getattr__
    return getattr(load_once(self), attr_name)
AttributeError: module 'tensorflow' has no attribute 'io'

虽然Pytorch直接使用的是tensorboard,但还是需要配合tensorflow使用,解决方法:

pip install tensorflow==2.0

问题解决!

问题的原因是由于tensorflow的版本问题,导致在使用GPUOptions时出现了AttributeError: module 'tensorflow' has no attribute 'GPUOptions'的错误。 解决这个问题的方法是将import tensorflow as tf修改为import tensorflow.compat.v1 as tf,这样导入的是tensorflow.compat.v1模块,可以解决attribute错误问题。同时,需要注意确保代码中其他文件也改为使用tensorflow.compat.v1模块进行导入。 另外,还需要将代码中的其他tensorflow相关的模块和函数也修改为tensorflow.compat.v1模块中的对应函数。例如,将tensorflow.variable_scope修改为tensorflow.compat.v1.variable_scope,将tensorflow.TFRecordReader修改为tensorflow.compat.v1.TFRecordReader,将tensorflow.placeholder_with_default修改为tensorflow.compat.v1.placeholder_with_default,将tensorflow.flags修改为tensorflow.compat.v1.flags。 通过以上修改,就可以解决AttributeError: module 'tensorflow' has no attribute 'GPUOptions'错误。<span class="em">1</span><span class="em">2</span><span class="em">3</span> #### 引用[.reference_title] - *1* [AttributeError: module 'tensorflow.compat.v1' has no attribute '](https://download.youkuaiyun.com/download/qq_38766019/86272235)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v93^chatsearchT3_1"}}] [.reference_item style="max-width: 33.333333333333336%"] - *2* [AttributeError: moduletensorflowhas no attribute](https://blog.youkuaiyun.com/self_Name_/article/details/112149189)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v93^chatsearchT3_1"}}] [.reference_item style="max-width: 33.333333333333336%"] - *3* [AttributeError: module tensorflow has no attributeio](https://blog.youkuaiyun.com/tsy_0827/article/details/122864512)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v93^chatsearchT3_1"}}] [.reference_item style="max-width: 33.333333333333336%"] [ .reference_list ]
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