tf.data.experimental.take_while
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A transformation that stops dataset iteration based on a predicate.
tf.data.experimental.take_while(
predicate
)
Args |
|---|
predicate
|
A function that maps a nested structure of tensors (having shapes
and types defined by self.output_shapes and self.output_types) to a
scalar tf.bool tensor.
|
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Last updated 2020-10-01 UTC.
[null,null,["Last updated 2020-10-01 UTC."],[],[],null,["# tf.data.experimental.take_while\n\n\u003cbr /\u003e\n\n|--------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------|\n| [TensorFlow 2 version](/api_docs/python/tf/data/experimental/take_while) | [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v1.15.0/tensorflow/python/data/experimental/ops/take_while_ops.py#L55-L72) |\n\nA transformation that stops dataset iteration based on a `predicate`.\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.data.experimental.take_while`](/api_docs/python/tf/data/experimental/take_while), \\`tf.compat.v2.data.experimental.take_while\\`\n\n\u003cbr /\u003e\n\n tf.data.experimental.take_while(\n predicate\n )\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|-------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `predicate` | A function that maps a nested structure of tensors (having shapes and types defined by `self.output_shapes` and `self.output_types`) to a scalar [`tf.bool`](../../../tf#bool) tensor. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| A `Dataset` transformation function, which can be passed to [`tf.data.Dataset.apply`](../../../tf/data/Dataset#apply). ||\n\n\u003cbr /\u003e"]]
TensorFlow 2 version
View source on GitHub