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为何在ICDAR2015训练 val_loss0.73就再也下不去了?

Open lijian10086 opened this issue 6 years ago • 6 comments

image 使用默认参数训练736的模型,ICDAR2015的1000张图片,train=9:val=1,val_loss很快过拟合,版主有遇到过么?如何解决?@huoyijie

lijian10086 avatar May 17 '19 07:05 lijian10086

train-loss=0.41

lijian10086 avatar May 17 '19 07:05 lijian10086

大哥 你是拿着预训练模型 接着训练的吗

Zhang-O avatar Jul 25 '19 09:07 Zhang-O

@lijian10086 请问训练的时候cuda和cudnn版本是多少,一直提示 Loaded runtime CuDNN library: 7600 (compatibility version 7600) but source was compiled with 7102 (compatibility version 7100). If using a binary install, upgrade your CuDNN library to match. If building from sources, make sure the library loaded at runtime matches a compatible version specified during compile configuration.

isyanan1024 avatar Aug 30 '19 07:08 isyanan1024

@lijian10086 请问你的这个问题解决了吗,我用主页给的这10000个样本的数据集跑,也出现这个问题。在epoch=12就停止了

wsy915 avatar Oct 18 '19 12:10 wsy915

+1

v-smwang avatar Nov 11 '19 06:11 v-smwang

@lijian10086 请问训练的时候cuda和cudnn版本是多少,一直提示 Loaded runtime CuDNN library: 7600 (compatibility version 7600) but source was compiled with 7102 (compatibility version 7100). If using a binary install, upgrade your CuDNN library to match. If building from sources, make sure the library loaded at runtime matches a compatible version specified during compile configuration.

你升级一下tensorflow-gpu的版本,装个1.8的试试

xiulianzw avatar Nov 25 '19 07:11 xiulianzw