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How to write an input pipeline that preprocess multiple examples at each step in tensorflow?
I have tfrecords and each example consists of an image and a feature vector, but without labels. Labels are extracted based current feature vector and feature vector of next step. I would like to know if there is a good way to write an input pipeline to do this?
For most of the tutorials they only apply a map function to an example each time. But what I want to do is to apply a map function to two sequential examples.
Hope I have made myself clear and looking for an answer!
tensorflow dataset
asked Jan 2 at 6:47
ziyangliziyangli
705
add a comment |
I have tfrecords and each example consists of an image and a feature vector, but without labels. Labels are extracted based current feature vector and feature vector of next step. I would like to know if there is a good way to write an input pipeline to do this?
For most of the tutorials they only apply a map function to an example each time. But what I want to do is to apply a map function to two sequential examples.
Hope I have made myself clear and looking for an answer!
tensorflow dataset
asked Jan 2 at 6:47
ziyangliziyangli
705
add a comment |
I have tfrecords and each example consists of an image and a feature vector, but without labels. Labels are extracted based current feature vector and feature vector of next step. I would like to know if there is a good way to write an input pipeline to do this?
For most of the tutorials they only apply a map function to an example each time. But what I want to do is to apply a map function to two sequential examples.
Hope I have made myself clear and looking for an answer!
tensorflow dataset
asked Jan 2 at 6:47
ziyangliziyangli
705
I have tfrecords and each example consists of an image and a feature vector, but without labels. Labels are extracted based current feature vector and feature vector of next step. I would like to know if there is a good way to write an input pipeline to do this?
For most of the tutorials they only apply a map function to an example each time. But what I want to do is to apply a map function to two sequential examples.
Hope I have made myself clear and looking for an answer!
tensorflow dataset
tensorflow dataset
asked Jan 2 at 6:47
ziyangliziyangli
705
asked Jan 2 at 6:47
ziyangliziyangli
705
asked Jan 2 at 6:47
ziyangliziyangli
705
asked Jan 2 at 6:47
ziyangliziyangli
705
asked Jan 2 at 6:47
ziyangliziyangli
705
705
add a comment |
add a comment |
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