python-tensorflowHow do I set the batch size when using Python and TensorFlow?

In Python and TensorFlow, the batch size is set using the batch_size parameter when constructing the tf.data.Dataset object.

For example, if we have a dataset of size 10, we can set the batch size to 3 as follows:

dataset = tf.data.Dataset.range(10)
dataset = dataset.batch(3)

The output of this code will be a tf.data.Dataset object with 4 batches of size 3.

Code explanation

1. tf.data.Dataset.range(10): This creates a tf.data.Dataset object with 10 elements.

2. dataset.batch(3): This sets the batch size of the dataset to 3.

Helpful links

• TensorFlow Documentation

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