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I'm Alan Lee (李亚军, secsilm) from China.

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understaing-datasets-estimators-tfrecords's Issues

The shape from iterator.get_next()

Hi,
I have a question about the shape from iterator.get_next().
I convert an image to TFRecord, when I get the image through iterator.get_next(), I find that the shape of the image is [1, (an big number)].
And I find that in your file 'save-and-read-cifar10-tfrecords.ipynb' has the same question.
Is that ok to train the network or need other operation?

pic

out [49] and out[61] should be same?

I got the same results with you:
Out[49]: array([ 59, 43, 50, ..., 140, 84, 72], dtype=uint8)
Out[61]: array([ 159., 150., 153., ..., 14., 17., 19.], dtype=float32)

but I do not understand:
they are both the first image of cifar10, and dataset is not shuffled,
why they are different?

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