When I run my own images on caffe , it stop at Ite

问题:

I ran caffe and got this output:

who can tell me what is the problem?
I will really appreciate!!

回答1:

It seems like one (or more) of your label values are invalid, see this PR for information:

If you have an invalid ground truth label, "SoftmaxWithLoss" will silently access invalid memory [...] The old check only worked in DEBUG mode and also only worked for CPU.

Make sure your prediction vector length matches the number of labels you try to predict.

From your comments, it seems like you have labels in the range 0..10575, but on the other hand, your classification layer, "fc7" only predicts probabilities for 1000 classes. Thus, "SoftmaxWithLoss" layer tries to compute the loss for predicting label l>1000, and access memory outside the probability array, resulting with a segmentation fault.