Top "Tensorflow-datasets" questions

TensorFlow's `tf.

How to extract data/labels back from TensorFlow dataset

there are plenty of examples how to create and use TensorFlow datasets, e.g. dataset = tf.data.Dataset.from_tensor_…

tensorflow tensorflow-datasets
"TypeError: 'Tensor' object is not iterable" error with tensorflow Estimator

I have a procedurally generated (infinite) data source and am trying to use this as input to the high-level Tensorflow …

python api tensorflow dataset tensorflow-datasets
Tensorflow Data API - prefetch

I am trying to use new features of TF, namely Data API, and I am not sure how prefetch works. …

tensorflow prefetch tensorflow-datasets
How do I create padded batches in Tensorflow for tf.train.SequenceExample data using the DataSet API?

For training an LSTM model in Tensorflow, I have structured my data into a tf.train.SequenceExample format and stored …

python tensorflow lstm tensorflow-datasets
Is there a way to stack two tensorflow datasets?

I want to stack two datasets objects in Tensorflow (rbind function in R). I have created one dataset A from …

python python-3.x numpy tensorflow tensorflow-datasets
Tensorflow: tf.data.Dataset, Cannot batch tensors with different shapes in component 0

I have the following error in my input pipeline: tensorflow.python.framework.errors_impl.InvalidArgumentError: Cannot batch tensors with different …

python tensorflow tensorflow-datasets
TensorFlow - tf.data.Dataset reading large HDF5 files

I am setting up a TensorFlow pipeline for reading large HDF5 files as input for my deep learning models. Each …

python video tensorflow hdf5 tensorflow-datasets
Tensorflow: How to use dataset from generator in Estimator

Trying to build simple model just to figure out how to deal with tf.data.Dataset.from_generator. I can …

tensorflow tensorflow-datasets
how to get string value out of tf.tensor which dtype is string

I want to use tf.data.Dataset.list_files function to feed my datasets. But because the file is not …

python tensorflow tensorflow-datasets
How to input a list of lists with different sizes in tf.data.Dataset

I have a long list of lists of integers (representing sentences, each one of different sizes) that I want to …

python tensorflow tensorflow-datasets