tf.keras.backend.conv1d
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1D convolution.
tf.keras.backend.conv1d(
x, kernel, strides=1, padding='valid', data_format=None, dilation_rate=1
)
Arguments |
x
|
Tensor or variable.
|
kernel
|
kernel tensor.
|
strides
|
stride integer.
|
padding
|
string, "same" , "causal" or "valid" .
|
data_format
|
string, one of "channels_last", "channels_first".
|
dilation_rate
|
integer dilate rate.
|
Returns |
A tensor, result of 1D convolution.
|
Raises |
ValueError
|
if data_format is neither channels_last or
channels_first .
|
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Last updated 2020-10-01 UTC.
[null,null,["Last updated 2020-10-01 UTC."],[],[],null,["# tf.keras.backend.conv1d\n\n\u003cbr /\u003e\n\n|---------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------|\n| [TensorFlow 1 version](/versions/r1.15/api_docs/python/tf/keras/backend/conv1d) | [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v2.3.0/tensorflow/python/keras/backend.py#L5024-L5072) |\n\n1D convolution.\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.conv1d`](/api_docs/python/tf/keras/backend/conv1d)\n\n\u003cbr /\u003e\n\n tf.keras.backend.conv1d(\n x, kernel, strides=1, padding='valid', data_format=None, dilation_rate=1\n )\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Arguments --------- ||\n|-----------------|---------------------------------------------------|\n| `x` | Tensor or variable. |\n| `kernel` | kernel tensor. |\n| `strides` | stride integer. |\n| `padding` | string, `\"same\"`, `\"causal\"` or `\"valid\"`. |\n| `data_format` | string, one of \"channels_last\", \"channels_first\". |\n| `dilation_rate` | integer dilate rate. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| A tensor, result of 1D convolution. ||\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Raises ------ ||\n|--------------|------------------------------------------------------------------|\n| `ValueError` | if `data_format` is neither `channels_last` or `channels_first`. |\n\n\u003cbr /\u003e"]]