|---| | [ View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v2.21.0/tensorflow/python/framework/errors_impl.py#L270-L287) | Raised when an operation receives an invalid argument. Inherits From: [`OpError`](https://www.tensorflow.org/api_docs/python/tf/errors/OpError) #### View aliases **Compat aliases for migration** See [Migration guide](https://www.tensorflow.org/guide/migrate) for more details. [`tf.compat.v1.errors.InvalidArgumentError`](https://www.tensorflow.org/api_docs/python/tf/errors/InvalidArgumentError)
tf.errors.InvalidArgumentError( node_def, op, message, *args ) This error is typically raised when an op receives mismatched arguments. #### Example: tf.reshape([1, 2, 3], (2,)) Traceback (most recent call last): InvalidArgumentError: ...


| ## Attributes || |---|---| | `error_code` | The integer error code that describes the error. | | `experimental_payloads` | A dictionary describing the details of the error. | | `message` | The error message that describes the error. | | `node_def` | The `NodeDef` proto representing the op that failed. | | `op` | The operation that failed, if known.
> [!NOTE] > **Note:** If the failed op was synthesized at runtime, e.g. a `Send` or `Recv` op, there will be no corresponding [`tf.Operation`](https://www.tensorflow.org/api_docs/python/tf/Operation) object. In that case, this will return `None`, and you should instead use the [`tf.errors.OpError.node_def`](https://www.tensorflow.org/api_docs/python/tf/errors/OpError#node_def) to discover information about the op. |