what does iteration mean in the configuration file?

NifTK / NiftyNet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

http://niftynet.io

Apache License 2.0

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Open 12neurotool opened 5 years ago

12neurotool commented 5 years ago

I am not clear about what the iteration means. Could you explain more about it? Also, how is it related to epoch?

Thanks.

fepegar commented 4 years ago

At each iteration, batch_size windows are extracted from the queue, they're fed to the network and the weights are updated using the gradient of the loss function with respect to the weights.

The concept of epoch doesn't apply in this case, because NiftyNet uses patch-based training (patch and window are the same thing).