tf.lite.experimental.load

TensorFlow 1 version

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Table initializers given keys and values tensors.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.lookup.KeyValueTensorInitializer

tf.lookup.KeyValueTensorInitializer(
    keys, values, key_dtype=None, value_dtype=None, name=None
)

Used in the notebooks

Used in the tutorials
Load text Federated Learning for Text Generation Preprocessing data with TensorFlow Transform

keys_tensor = tf.constant(['a', 'b', 'c'])
vals_tensor = tf.constant([7, 8, 9])
input_tensor = tf.constant(['a', 'f'])
init = tf.lookup.KeyValueTensorInitializer(keys_tensor, vals_tensor)
table = tf.lookup.StaticHashTable(
    init,
    default_value=-1)
table.lookup(input_tensor).numpy()
array([ 7, -1], dtype=int32)

Args
`keys`	The tensor for the keys.
`values`	The tensor for the values.
`key_dtype`	The `keys` data type. Used when `keys` is a python array.
`value_dtype`	The `values` data type. Used when `values` is a python array.
`name`	A name for the operation (optional).

Attributes
`key_dtype`	The expected table key dtype.
`value_dtype`	The expected table value dtype.

Methods

`initialize`

View source

initialize(
    table
)

Initializes the given table with keys and values tensors.

Args
`table`	The table to initialize.

Returns
The operation that initializes the table.

Raises
`TypeError`	when the keys and values data types do not match the table key and value data types.

TensorFlow

tf

tf.audio

tf.autograph

tf.bitwise

tf.compat

tf.config

tf.data

tf.debugging

tf.distribute

tf.dtypes

tf.errors

tf.estimator

tf.experimental

tf.feature_column

tf.graph_util

tf.image

tf.initializers

tf.io

tf.keras

tf.linalg

tf.lite

tf.lookup

tf.losses

tf.math

tf.metrics

tf.nest

tf.nn

tf.optimizers

tf.quantization

tf.queue

tf.ragged

tf.random

tf.raw_ops

tf.saved_model

tf.sets

tf.signal

tf.sparse

tf.strings

tf.summary

tf.sysconfig

tf.test

tf.tpu

tf.train

tf.version

tf.xla

tf.lite / experimental / experimental.load_delegate

View aliases

Used in the notebooks

Args

Attributes

Methods

initialize

`initialize`