training dataset的作用:training dataset,[3] that is a set of examples used tofit the parameters(e.g. weights of connections between neurons in artificial neural networks) of the model.[4] The model (e.g. a neural net...
training dataset的作用:training dataset,[3] that is a set of examples used to fit the parameters (e.g. weights of connections between neurons in artificial neural networks) of the model.[4]&nbs... 查看原文 The Implementation of baseline algorithms of Machine Learning example, we want to g...
train构建了模型的训练策略以及评估方法,它是最重要也是最复杂的组件。先构建model与dataset可以添加限制,减少train组件的复杂度。在train组件中,我们需要根据训练环境(单机多卡,多机多卡或是联邦学习)确定模型更新的策略,以及确定训练总时长epochs,优化器的类型,学习率的大小与衰减策略,参数的初始化方法,模型损失函数。...