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What is the difference between Base Learning rate in Nvidia Digits UI during training and Learning rate param(lr_pm) for each layer defined in the caffe .prototxt file. Finally which learning rate is used?

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it's the product of the twoShai
you mean lr_multi or lrn_param or both ?Milind Deore
lrn_param has nothing to do with learning rate: it stores paramters for "LRN" layer.Shai

1 Answers

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The learning rate for a particular layer is the global learning rate multiplied with the lr_mult of that specific layer.