tf.compat.v1.tables_initializer | TensorFlow v2.16.1 (original) (raw)
tf.compat.v1.tables_initializer
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Returns an Op that initializes all tables of the default graph.
View aliases
Compat aliases for migration
SeeMigration guide for more details.
tf.compat.v1.initializers.tables_initializer
tf.compat.v1.tables_initializer(
name='init_all_tables'
)
Migrate to TF2
tf.compat.v1.tables_initializer is no longer needed with eager execution andtf.function. In TF2, when creating an initializable table like atf.lookup.StaticHashTable, the table will automatically be initialized on creation.
Before & After Usage Example
Before:
with tf.compat.v1.Session():
init = tf.compat.v1.lookup.KeyValueTensorInitializer(['a', 'b'], [1, 2])
table = tf.compat.v1.lookup.StaticHashTable(init, default_value=-1)
tf.compat.v1.tables_initializer().run()
result = table.lookup(tf.constant(['a', 'c'])).eval()
result
array([ 1, -1], dtype=int32)
After:
init = tf.lookup.KeyValueTensorInitializer(['a', 'b'], [1, 2])
table = tf.lookup.StaticHashTable(init, default_value=-1)
table.lookup(tf.constant(['a', 'c'])).numpy()
array([ 1, -1], dtype=int32)
Description
Used in the notebooks
| Used in the tutorials |
|---|
| Universal Sentence Encoder-Lite demo Wiki40B Language Models |
| Args | |
|---|---|
| name | Optional name for the initialization op. |
| Returns |
|---|
| An Op that initializes all tables. Note that if there are not tables the returned Op is a NoOp. |