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tf-pytorch-paddle's Introduction

关于

三大深度学习框架:tensorflow,pytorch,paddle的高层API使用学习

框架

1、tensorflow

keras是基于tensorflow为后端的深度学习框架,我通过演示使用keras进行简易的模型开发

2、pytorch

torchvision是基于pytorch的高层调用

3、paddle

国产深度学习之光-paddlepaddle2.0迎来了高层API的调用,使模型训练更为便捷快速

使用

在案例中,对于pytorchpaddle2.0我使用它们自带提供的MNIST进行手写数字识别的训练,对keras进行了垃圾分类的识别,并附加数据集在仓库中

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