tf.compat.v1.to_float

Casts a tensor to type float32. (deprecated)

tf.compat.v1.to_float(
    x, name='ToFloat'
)

Migrate to TF2

This name was deprecated and removed in TF2, but has an exact replacement tf.cast(..., tf.float32). There are no further issues with eager execution or tf.function.

Before:

tf.compat.v1.to_float(tf.constant(3.14, dtype=tf.double))
<tf.Tensor: shape=(), dtype=float32, numpy=3.14>

After:

tf.cast(tf.constant(3.14, dtype=tf.double), tf.float32)
<tf.Tensor: shape=(), dtype=float32, numpy=3.14>

Description

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 float32.

Raises
TypeError	If x cannot be cast to the float32.