yesulove

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> 没有改动网络;二分类的任务训练;数据集包含2.4w个图像;batch_size=24,input_size=256×256; 问题:在第99个eopch时,total_loss突然为nan,在第101个epoch时,val_loss也变成了nan,如图所示 ![image](https://private-user-images.githubusercontent.com/39477671/287153602-06fbfad0-6bf7-43c2-a236-ef1d5a3d5b1c.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.cc4PEjKtkdiRUuC7ov-3I-gv5fCR5t8plxdGfWWbkZQ) ![image](https://private-user-images.githubusercontent.com/39477671/287153634-8f5e58e3-8666-4ef5-b34c-55e3c1ebb6c4.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.s6UweTSe5Ma9kYDLc0Jx461_Fm3XwJMM8oPIbYkQQy0) 我查了下,具体有这几种情况:梯度爆炸、学习率过大、损失函数不合适等等,但是不知道是哪种原因。 请问老师您有何见解? 你好,请问如何在网络中加代码得到您的曲线图呀,bubbliiiing博主给的代码没有曲线图的相关代码,请问您可以分享吗~

> > 你好,请问如何在网络中加代码得到您的曲线图呀,bubbliiiing博主给的代码没有曲线图的相关代码,请问您可以分享吗~ > > 你好,在根目录中的train.py中,317行: ![image](https://private-user-images.githubusercontent.com/39477671/375686291-d5bcc7a6-f302-4257-8b94-76c7e146964b.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.1zIKecjOSCB9-yuDKdVancRdk2rW5-wS2eljTkiVMBw) > > 这行代码调用的是util包下callbacks.py的代码。其中就有绘制曲线图的代码,可以在PyCharm中,通过按住Ctrl的同时,鼠标左键点击函数名/类名定位到关键代码处。 更多细节,请自行探究。希望能帮助到你。 太感谢啦!好仔细~~