tf.keras.ops.pad | TensorFlow v2.16.1 (original) (raw)
tf.keras.ops.pad
Pad a tensor.
View aliases
Main aliases
tf.keras.ops.pad(
x, pad_width, mode='constant', constant_values=None
)
| Args | |
|---|---|
| x | Tensor to pad. |
| pad_width | Number of values padded to the edges of each axis.((before_1, after_1), ...(before_N, after_N)) unique pad widths for each axis.((before, after),) yields same before and after pad for each axis.(pad,) or int is a shortcut for before = after = padwidth for all axes. |
| mode | One of "constant", "edge", "linear_ramp","maximum", "mean", "median", "minimum","reflect", "symmetric", "wrap", "empty","circular". Defaults to"constant". |
| constant_values | value to pad with if mode == "constant". Defaults to 0. A ValueError is raised if not None andmode != "constant". |
| Note |
|---|
| Torch backend only supports modes "constant", "reflect","symmetric" and "circular". Only Torch backend supports "circular" mode. |
| Note |
|---|
| Tensorflow backend only supports modes "constant", "reflect"and "symmetric". |
| Returns |
|---|
| Padded tensor. |
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Last updated 2024-06-07 UTC.