tf.keras.backend.bias_add
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Adds a bias vector to a tensor.
tf.keras.backend.bias_add(
x, bias, data_format=None
)
Arguments |
x
|
Tensor or variable.
|
bias
|
Bias tensor to add.
|
data_format
|
string, "channels_last" or "channels_first" .
|
Raises |
ValueError
|
In one of the two cases below:
- invalid
data_format argument.
- invalid bias shape.
the bias should be either a vector or
a tensor with ndim(x) - 1 dimension
|
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Last updated 2020-10-01 UTC.
[null,null,["Last updated 2020-10-01 UTC."],[],[],null,["# tf.keras.backend.bias_add\n\n\u003cbr /\u003e\n\n|--------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------|\n| [TensorFlow 2 version](/api_docs/python/tf/keras/backend/bias_add) | [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v1.15.0/tensorflow/python/keras/backend.py#L5376-L5444) |\n\nAdds a bias vector to a tensor.\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.keras.backend.bias_add`](/api_docs/python/tf/keras/backend/bias_add), \\`tf.compat.v2.keras.backend.bias_add\\`\n\n\u003cbr /\u003e\n\n tf.keras.backend.bias_add(\n x, bias, data_format=None\n )\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Arguments --------- ||\n|---------------|--------------------------------------------------|\n| `x` | Tensor or variable. |\n| `bias` | Bias tensor to add. |\n| `data_format` | string, `\"channels_last\"` or `\"channels_first\"`. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| Output tensor. ||\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Raises ------ ||\n|--------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `ValueError` | In one of the two cases below: \u003cbr /\u003e 1. invalid `data_format` argument. 2. invalid bias shape. the bias should be either a vector or a tensor with ndim(x) - 1 dimension |"]]