tfr.keras.model.DNNScorer
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Univariate scorer using DNN.
Inherits From: UnivariateScorer
, Scorer
tfr.keras.model.DNNScorer(
**dnn_kwargs
)
Example usage:
scorer=DNNScorer(hidden_layer_dims=[16])
Args |
**dnn_kwargs
|
A dict of keyward arguments for dense neural network layers.
Please see tfr.keras.layers.create_tower for specific list of keyword
arguments.
|
Methods
__call__
View source
__call__(
context_features: tfr.keras.model.TensorDict
,
example_features: tfr.keras.model.TensorDict
,
mask: tf.Tensor
) -> Union[tf.Tensor, tfr.keras.model.TensorDict
]
See Scorer
.
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Last updated 2023-08-18 UTC.
[null,null,["Last updated 2023-08-18 UTC."],[],[],null,["# tfr.keras.model.DNNScorer\n\n\u003cbr /\u003e\n\n|-------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/ranking/blob/v0.5.3/tensorflow_ranking/python/keras/model.py#L780-L817) |\n\nUnivariate scorer using DNN.\n\nInherits From: [`UnivariateScorer`](../../../tfr/keras/model/UnivariateScorer), [`Scorer`](../../../tfr/keras/model/Scorer) \n\n tfr.keras.model.DNNScorer(\n **dnn_kwargs\n )\n\n#### Example usage:\n\n scorer=DNNScorer(hidden_layer_dims=[16])\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|----------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `**dnn_kwargs` | A dict of keyward arguments for dense neural network layers. Please see [`tfr.keras.layers.create_tower`](../../../tfr/keras/layers/create_tower) for specific list of keyword arguments. |\n\n\u003cbr /\u003e\n\nMethods\n-------\n\n### `__call__`\n\n[View source](https://github.com/tensorflow/ranking/blob/v0.5.3/tensorflow_ranking/python/keras/model.py#L755-L777) \n\n __call__(\n context_features: ../../../tfr/keras/model/TensorDict,\n example_features: ../../../tfr/keras/model/TensorDict,\n mask: tf.Tensor\n ) -\u003e Union[tf.Tensor, ../../../tfr/keras/model/TensorDict]\n\nSee `Scorer`."]]