what raises StopIteration in mine Keras Model.fit_generator

Question

I have next code:

from sklearn.model_selection import train_test_split
from scipy.misc import imresize

def _chunks(l, n):
    \"\"\"Yield successive n-sized         


        

Answer 1

I also met this problem, and I find a method is that you can insert "while True" block in data generator func. But I cannot get source. You can refer to my code following:

while True:
     assert len(inputs) == len(targets)
     indices = np.arange(len(inputs))
     if shuffle:
        np.random.shuffle(indices)
     if batchsize > len(indices):
        sys.stderr.write('BatchSize out of index size')
     batchsize = len(indices)
     for start_idx in range(0, len(inputs) - batchsize + 1, batchsize):
         if shuffle:
            excerpt = indices[start_idx:start_idx + batchsize]
         else:
            excerpt = slice(start_idx, start_idx + batchsize)
         yield inputs[excerpt], targets[excerpt]