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但是使用相同的单张样本,训练CCNet,其他参数不变,经过300epoch之后,train_loss可达到0.19左右,val_acc可达0.9。感觉很奇怪,希望您能指点一二,万分感谢!
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@Irene-cl “单张样本训练”是什么意思?因为你提的网络在我这里效果不错,所以你需检查自己的数据集(比如:类别不均衡、数量少、标注错误)等问题,其次还有你的训练策略(损失函数、优化器、交叉验证)等
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“单张样本”是指用1张3通道的样本和其对应的标签进行训练,或者使用多个相同的样本进行训练,目的是测试网络模型是否能够过拟合。
非常感谢您对我的帮助!
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