# tf.raw_ops.ReduceDataset

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Reduces the input dataset to a singleton using a reduce function.

#### View aliases


**Compat aliases for migration**

See
[Migration guide](https://www.tensorflow.org/guide/migrate) for
more details.

[`tf.compat.v1.raw_ops.ReduceDataset`](https://www.tensorflow.org/api_docs/python/tf/raw_ops/ReduceDataset)

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    tf.raw_ops.ReduceDataset(
        input_dataset,
        initial_state,
        other_arguments,
        f,
        output_types,
        output_shapes,
        use_inter_op_parallelism=True,
        metadata='',
        name=None
    )

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| ## Args ||
|---|---|
| `input_dataset` | A `Tensor` of type `variant`. A variant tensor representing the input dataset. |
| `initial_state` | A list of `Tensor` objects. A nested structure of tensors, representing the initial state of the transformation. |
| `other_arguments` | A list of `Tensor` objects. |
| `f` | A function decorated with @Defun. A function that maps `(old_state, input_element)` to `new_state`. It must take two arguments and return a nested structures of tensors. The structure of `new_state` must match the structure of `initial_state`. |
| `output_types` | A list of `tf.DTypes` that has length `>= 1`. |
| `output_shapes` | A list of shapes (each a [`tf.TensorShape`](https://www.tensorflow.org/versions/r2.13/api_docs/python/tf/TensorShape) or list of `ints`) that has length `>= 1`. |
| `use_inter_op_parallelism` | An optional `bool`. Defaults to `True`. |
| `metadata` | An optional `string`. Defaults to `""`. |
| `name` | A name for the operation (optional). |

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| ## Returns ||
|---|---|
| A list of `Tensor` objects of type `output_types`. ||

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