module 'tensorflow' has no attribute 'contrib'

报错"module 'tensorflow' has no attribute 'contrib'"意味着你在使用TensorFlow的contrib模块时发生了错误。根据引用和引用的信息，TensorFlow 2.0已经弃用了contrib模块，将其子模块整合到了TensorFlow的核心中，或者分散到了TensorFlow_io和tensorflow_addons中。因此，你可以尝试将tf.contrib.layers.softmax改为tf.keras.layers.softmax来解决此问题。这样修改后，你的代码应该能够正常运行，不再报错。另外，引用建议在使用之前添加一些代码块，并使用新的导入方式来确保正常使用TensorFlow。希望这些解决方法对你有帮助。<span class="em">1</span><span class="em">2</span><span class="em">3</span>
#### 引用[.reference_title]
- *1* *2* [Tensorflow:AttributeError: module ‘tensorflow’ has no attribute ‘contrib’解决方案](https://blog.csdn.net/weixin_44343217/article/details/120948778)[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^v92^chatsearchT0_1"}}] [.reference_item style="max-width: 50%"]
- *3* [【最简单解决办法】：module ‘tensorflow.compat.v1‘ has no attribute ‘contrib](https://blog.csdn.net/weixin_45942949/article/details/129517976)[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^v92^chatsearchT0_1"}}] [.reference_item style="max-width: 50%"]
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