[null,null,["Last updated 2023-10-06 UTC."],[],[],null,["# tf.estimator.export.RegressionOutput\n\n\u003cbr /\u003e\n\n|-----------------------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v2.12.1/tensorflow/python/saved_model/model_utils/export_output.py#L177-L216) |\n\nRepresents the output of a regression head. (deprecated)\n\nInherits From: [`ExportOutput`](../../../tf/estimator/export/ExportOutput)\n\n#### View aliases\n\n\n**Compat aliases for migration**\n\nSee\n[Migration guide](https://www.tensorflow.org/guide/migrate) for\nmore details.\n\n\\`tf.compat.v1.estimator.export.RegressionOutput\\`\n\n\u003cbr /\u003e\n\n tf.estimator.export.RegressionOutput(\n value\n )\n\n| **Deprecated:** THIS FUNCTION IS DEPRECATED. It will be removed in a future version. Instructions for updating: Use tf.keras instead.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|---------|---------------------------------------------------------|\n| `value` | a float `Tensor` giving the predicted values. Required. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Raises ------ ||\n|--------------|-------------------------------------------------------|\n| `ValueError` | if the value is not a `Tensor` with dtype tf.float32. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Attributes ---------- ||\n|---------|---------------|\n| `value` | \u003cbr /\u003e \u003cbr /\u003e |\n\n\u003cbr /\u003e\n\nMethods\n-------\n\n### `as_signature_def`\n\n[View source](https://github.com/tensorflow/tensorflow/blob/v2.12.1/tensorflow/python/saved_model/model_utils/export_output.py#L198-L216) \n\n as_signature_def(\n receiver_tensors\n )\n\nGenerate a SignatureDef proto for inclusion in a MetaGraphDef.\n\nThe SignatureDef will specify outputs as described in this ExportOutput,\nand will use the provided receiver_tensors as inputs.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ||\n|--------------------|---------------------------------------------------------------------------------------|\n| `receiver_tensors` | a `Tensor`, or a dict of string to `Tensor`, specifying input nodes that will be fed. |\n\n\u003cbr /\u003e"]]