# tf.keras.backend.cumprod

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| [![](https://www.tensorflow.org/images/tf_logo_32px.png) TensorFlow 1 version](https://www.tensorflow.org/versions/r1.15/api_docs/python/tf/keras/backend/cumprod) | [![](https://www.tensorflow.org/images/GitHub-Mark-32px.png) View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v2.0.0/tensorflow/python/keras/backend.py#L2046-L2057) |

Cumulative product of the values in a tensor, alongside the specified axis.

#### View aliases


**Compat aliases for migration**

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

[`tf.compat.v1.keras.backend.cumprod`](https://www.tensorflow.org/api_docs/python/tf/keras/backend/cumprod)

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    tf.keras.backend.cumprod(
        x, axis=0
    )

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| ## Arguments ||
|---|---|
| `x` | A tensor or variable. |
| `axis` | An integer, the axis to compute the product. |

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| ## Returns ||
|---|---|
| A tensor of the cumulative product of values of `x` along `axis`. ||

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