tf.data.experimental.MapVectorizationOptions
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Represents options for the MapVectorization optimization.
tf.data.experimental.MapVectorizationOptions()
Attributes |
enabled
|
Whether to vectorize map transformations. If None, defaults to False.
|
use_choose_fastest
|
Whether to use ChooseFastestBranchDataset with this transformation. If True, the pipeline picks between the vectorized and original segment at runtime based on their iterations speed. If None, defaults to False.
|
Methods
__eq__
View source
__eq__(
other
)
Return self==value.
__ne__
View source
__ne__(
other
)
Return self!=value.
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Last updated 2020-10-01 UTC.
[null,null,["Last updated 2020-10-01 UTC."],[],[],null,["# tf.data.experimental.MapVectorizationOptions\n\n\u003cbr /\u003e\n\n|---------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [TensorFlow 2 version](/api_docs/python/tf/data/experimental/MapVectorizationOptions) | [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v1.15.0/tensorflow/python/data/experimental/ops/optimization_options.py#L25-L53) |\n\nRepresents options for the MapVectorization optimization.\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.MapVectorizationOptions`](/api_docs/python/tf/data/experimental/MapVectorizationOptions), \\`tf.compat.v2.data.experimental.MapVectorizationOptions\\`\n\n\u003cbr /\u003e\n\n tf.data.experimental.MapVectorizationOptions()\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Attributes ---------- ||\n|----------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `enabled` | Whether to vectorize map transformations. If None, defaults to False. |\n| `use_choose_fastest` | Whether to use ChooseFastestBranchDataset with this transformation. If True, the pipeline picks between the vectorized and original segment at runtime based on their iterations speed. If None, defaults to False. |\n\n\u003cbr /\u003e\n\nMethods\n-------\n\n### `__eq__`\n\n[View source](https://github.com/tensorflow/tensorflow/blob/v1.15.0/tensorflow/python/data/util/options.py#L37-L43) \n\n __eq__(\n other\n )\n\nReturn self==value.\n\n### `__ne__`\n\n[View source](https://github.com/tensorflow/tensorflow/blob/v1.15.0/tensorflow/python/data/util/options.py#L45-L49) \n\n __ne__(\n other\n )\n\nReturn self!=value."]]