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Epoch,Batch Size,Iterations,Episode

热度:68   发布时间:2023-12-27 10:41:35.0

Epoch:One Epoch is when an ENTIRE dataset is passed forward and backward through the neural network only ONCE.

神经网络对所有数据集进行一次前向和后向传播的过程

Batch:divide dataset into Number of Batches or sets or parts,a Batch is one of them.

将数据集分成很多份,Batch表示其中一份

Batch Size: Batch中数据的个数

Iterations:The number of batches is equal to number of iterations for one epoch.

baches的个数

例如:
在这里插入图片描述
Episode:one episode = one a sequence of states, actions and rewards, which ends with terminal state.

这是强化学习中的概念,采样一条轨迹

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