Top "Tensorflow-datasets" questions

TensorFlow's `tf.

Tensorflow keras with tf dataset input

I'm new to tensorflow keras and dataset. Can anyone help me understand why the following code doesn't work? import tensorflow …

python tensorflow keras tensorflow-datasets
Difference between tf.data.Dataset.map() and tf.data.Dataset.apply()

With the recent upgrade to version 1.4, Tensorflow included tf.data in the library core. One "major new feature" described in …

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How to map a function with additional parameter using the new Dataset api in TF1.3?

I'm playing with the Dataset API in Tensorflow v1.3. It's great. It is possible to map a dataset with a …

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How to make tf.data.Dataset return all of the elements in one call?

Is there an easy way to get the entire set of elements in a tf.data.Dataset? i.e. I …

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Not able to import tensorflow_datasets module in jupyter notebook

I am trying tensorflow course from Udacity which uses google colab to write/run the code. But I want to …

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Numpy to TFrecords: Is there a more simple way to handle batch inputs from tfrecords?

My question is about how to get batch inputs from multiple (or sharded) tfrecords. I've read the example https://github.…

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How to convert "tensor" to "numpy" array in tensorflow?

I am trying to convert a tensor to numpy in the tesnorflow2.0 version. Since tf2.0 have eager execution enabled then …

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Proper way to iterate tf.data.Dataset in session for 2.0

I have downloaded some *.tfrecord data from the youtube-8m project. You can download a 'small' portion of the data …

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How to use dataset.shard in tensorflow?

Recently I am looking into the dataset API in Tensorflow, and there is a method dataset.shard() which is for …

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How can I filter tf.data.Dataset by specific values?

I create a dataset by reading the TFRecords, I map the values and I want to filter the dataset for …

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