# tf.raw_ops.OptimizeDatasetV2

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Creates a dataset by applying related optimizations to `input_dataset`.

#### View aliases


**Compat aliases for migration**

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

[`tf.compat.v1.raw_ops.OptimizeDatasetV2`](https://www.tensorflow.org/api_docs/python/tf/raw_ops/OptimizeDatasetV2)

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    tf.raw_ops.OptimizeDatasetV2(
        input_dataset,
        optimizations_enabled,
        optimizations_disabled,
        optimizations_default,
        output_types,
        output_shapes,
        optimization_configs=[],
        name=None
    )

Creates a dataset by applying related optimizations to `input_dataset`.

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| ## Args ||
|---|---|
| `input_dataset` | A `Tensor` of type `variant`. A variant tensor representing the input dataset. |
| `optimizations_enabled` | A `Tensor` of type `string`. A [`tf.string`](https://www.tensorflow.org/versions/r2.13/api_docs/python/tf#string) vector [`tf.Tensor`](https://www.tensorflow.org/versions/r2.13/api_docs/python/tf/Tensor) identifying user enabled optimizations. |
| `optimizations_disabled` | A `Tensor` of type `string`. A [`tf.string`](https://www.tensorflow.org/versions/r2.13/api_docs/python/tf#string) vector [`tf.Tensor`](https://www.tensorflow.org/versions/r2.13/api_docs/python/tf/Tensor) identifying user disabled optimizations. |
| `optimizations_default` | A `Tensor` of type `string`. A [`tf.string`](https://www.tensorflow.org/versions/r2.13/api_docs/python/tf#string) vector [`tf.Tensor`](https://www.tensorflow.org/versions/r2.13/api_docs/python/tf/Tensor) identifying optimizations by default. |
| `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`. |
| `optimization_configs` | An optional list of `strings`. Defaults to `[]`. |
| `name` | A name for the operation (optional). |

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| ## Returns ||
|---|---|
| A `Tensor` of type `variant`. ||

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