tf.compat.v1.to_int32

Casts a tensor to type int32. (deprecated)

tf.compat.v1.to_int32(
    x, name='ToInt32'
)

Migrate to TF2

Caution: This API was designed for TensorFlow v1. Continue reading for details on how to migrate from this API to a native TensorFlow v2 equivalent. See the TensorFlow v1 to TensorFlow v2 migration guide for instructions on how to migrate the rest of your code.

This name was deprecated and removed in TF2, but has an exact replacement tf.cast(..., tf.int32). There are no further issues with eager execution or tf.function.

Before:

tf.compat.v1.to_int32(tf.constant(1, dtype=tf.int64))
<tf.Tensor: shape=(), dtype=int32, numpy=1>

After:

tf.cast(tf.constant(1, dtype=tf.int64), tf.int32)
<tf.Tensor: shape=(), dtype=int32, numpy=1>

Description

Used in the notebooks

Used in the tutorials
Linear Mixed-Effect Regression in {TF Probability, R, Stan}

Deprecated: THIS FUNCTION IS DEPRECATED. It will be removed in a future version. Instructions for updating: Use tf.cast instead.

Args
x	A Tensor or SparseTensor or IndexedSlices.
name	A name for the operation (optional).

Returns
A Tensor or SparseTensor or IndexedSlices with same shape as x with type int32.

Raises
TypeError	If x cannot be cast to the int32.