tf.contrib.predictor.from_contrib_estimator
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Constructs a Predictor from a tf.contrib.learn.Estimator.
tf.contrib.predictor.from_contrib_estimator(
estimator, prediction_input_fn, input_alternative_key=None,
output_alternative_key=None, graph=None, config=None
)
Args |
|---|
estimator
|
an instance of tf.contrib.learn.Estimator.
|
prediction_input_fn
|
a function that takes no arguments and returns an
instance of InputFnOps.
|
input_alternative_key
|
Optional. Specify the input alternative used for
prediction.
|
output_alternative_key
|
Specify the output alternative used for
prediction. Not needed for single-headed models but required for
multi-headed models.
|
graph
|
Optional. The Tensorflow graph in which prediction should be
done.
|
config
|
ConfigProto proto used to configure the session.
|
Returns |
|---|
An initialized Predictor.
|
Raises |
|---|
TypeError
|
if estimator is a core Estimator instead of a contrib
Estimator.
|
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Last updated 2020-10-01 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2020-10-01 UTC."],[],[],null,["# tf.contrib.predictor.from_contrib_estimator\n\n\u003cbr /\u003e\n\n|--------------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v1.15.0/tensorflow/contrib/predictor/predictor_factories.py#L29-L68) |\n\nConstructs a `Predictor` from a [`tf.contrib.learn.Estimator`](../../../tf/contrib/learn/Estimator). \n\n tf.contrib.predictor.from_contrib_estimator(\n estimator, prediction_input_fn, input_alternative_key=None,\n output_alternative_key=None, graph=None, config=None\n )\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|--------------------------|-------------------------------------------------------------------------------------------------------------------------------|\n| `estimator` | an instance of [`tf.contrib.learn.Estimator`](../../../tf/contrib/learn/Estimator). |\n| `prediction_input_fn` | a function that takes no arguments and returns an instance of `InputFnOps`. |\n| `input_alternative_key` | Optional. Specify the input alternative used for prediction. |\n| `output_alternative_key` | Specify the output alternative used for prediction. Not needed for single-headed models but required for multi-headed models. |\n| `graph` | Optional. The Tensorflow `graph` in which prediction should be done. |\n| `config` | `ConfigProto` proto used to configure the session. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| An initialized `Predictor`. ||\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Raises ------ ||\n|-------------|------------------------------------------------------------------------|\n| `TypeError` | if `estimator` is a core `Estimator` instead of a contrib `Estimator`. |\n\n\u003cbr /\u003e"]]
View source on GitHub