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哪个文件包含我的深度学习保存的模型？

[英]which file contains my deep learning saved model?

原文 2018-11-21 10:47:29 3 1 python/ tensorflow/ keras/ deep-learning

I have trained a deep learning model using tensorflow and i saved it as an "cnn.h5" file using keras. 我已经使用tensorflow训练了深度学习模型，并使用keras将其保存为“ cnn.h5”文件。 Now I have 3 files that have "cnn.h5" in their name but all of them contain a different extension. 现在，我有3个文件名为“ cnn.h5”，但所有文件都包含不同的扩展名。
The three files are: 这三个文件是：
cnn.h5.meta cnn.h5.meta
cnn.h5.index cnn.h5.index
CNN.h5.data-00000-of-00001 CNN.h5.data 00000-的-00001

now can anyone tell me which one of the above files is the saved model? 现在谁能告诉我以上哪个文件是保存的模型？ i have to load that model in my GUI for testing. 我必须在我的GUI中加载该模型以进行测试。
Thanks. 谢谢。

1 个解决方案

This blog post explains saving and restoring you can refer to it for details a snippet of explanation for the type of saved files is as below. 这篇博客文章解释了保存和还原，您可以参考它的详细信息，有关保存文件类型的解释摘录如下。

When saving the model, you'll notice that it takes 4 types of files to save it: 保存模型时，您会注意到它需要4种类型的文件来保存它：

".meta" files: containing the graph structure “ .meta”文件：包含图形结构

".data" files: containing the values of variables “ .data”文件：包含变量的值

".index" files: identifying the checkpoint “ .index”文件：标识检查点

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我试图将图像预测到我的预训练深度学习分类模型 - I tried to predict an image to my pretrained deep learning classification model

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相关问题 哪种精度称为深度学习模型的精度？ - Which accuracy is called the accuracy of a deep learning model? 深度学习 CNN model 不学习 - Deep learning CNN model not learning 使用我自己的数据集微调深度学习模型 - Fine tuning a deep learning model using my own dataset 我试图将图像预测到我的预训练深度学习分类模型 - I tried to predict an image to my pretrained deep learning classification model 为什么我的深度学习模型预测的值非常相似但错误 - Why is my deep learning model predicting very similar but wrong values 训练深度学习模型时如何处理大型csv文件？ - How to deal with large csv file when training a deep learning model? 无法使用机器学习 model 保存为 flask 应用程序中的泡菜文件 - Unable to use Machine Learning model saved as pickle file in flask app Heroku：部署深度学习模型 - Heroku: deploying Deep Learning model 用于清理文档的深度学习模型 - Deep learning model to clean documents 深度学习 Denoisy Model 与 imageDataGenerator - deep learning Denoisy Model with imageDataGenerator

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