What's the difference between iterations and epochs in convolution neural networks?

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Author: User

Https://stats.stackexchange.com/questions/164876/tradeoff-batch-size-vs-number-of-iterations-to-train-a-neural-network

It had been observed in practice, when using a larger batch there was a significant degradation in the quality of T He model, as measured by it ability to generalize.

https://stackoverflow.com/questions/4752626/epoch-vs-iteration-when-training-neural-networks/31842945

In the neural network terminology:

    • One Epoch = One forward pass and one backward pass of all the training examples
    • Batch Size = The number of training examples in one Forward/backward pass. The higher the batch size, the more memory space for you ' ll need.
    • Number of iterations = number of passes, each pass using [batch size] number of examples. To is clear, one pass = one forward pass + one backward pass (we do not count the forward pass and backward pass as Di Fferent passes).

Example:if You has training examples, and your batch size is $, then it'll take 2 iterations to complete 1 EPOC H.

What's the difference between iterations and epochs in convolution neural networks?

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