tf.string_to_number

Aliases:

  • tf.string_to_number
  • tf.strings.to_number
tf.string_to_number(
    string_tensor,
    out_type=tf.float32,
    name=None
)

Defined in generated file: tensorflow/python/ops/gen_parsing_ops.py.

See the guides: Strings > Conversion, Tensor Transformations > Casting

Converts each string in the input Tensor to the specified numeric type.

(Note that int32 overflow results in an error while float overflow results in a rounded value.)

Args:

  • string_tensor: A Tensor of type string.
  • out_type: An optional tf.DType from: tf.float32, tf.float64, tf.int32, tf.int64. Defaults to tf.float32. The numeric type to interpret each string in string_tensor as.
  • name: A name for the operation (optional).

Returns:

A Tensor of type out_type.