tf.raw_ops.XlaSparseCoreAdam

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Compat aliases for migration

tf.compat.v1.raw_ops.XlaSparseCoreAdam

tf.raw_ops.XlaSparseCoreAdam(
    embedding_table,
    indices,
    gradient,
    learning_rate,
    momentum,
    velocity,
    beta_1,
    beta_2,
    epsilon,
    feature_width,
    use_sum_inside_sqrt,
    name=None
)

Args
`embedding_table`	A `Tensor` of type `float32`.
`indices`	A `Tensor` of type `int32`.
`gradient`	A `Tensor` of type `float32`.
`learning_rate`	A `Tensor` of type `float32`.
`momentum`	A `Tensor` of type `float32`.
`velocity`	A `Tensor` of type `float32`.
`beta_1`	A `Tensor` of type `float32`.
`beta_2`	A `Tensor` of type `float32`.
`epsilon`	A `Tensor` of type `float32`.
`feature_width`	An `int`.
`use_sum_inside_sqrt`	A `bool`.
`name`	A name for the operation (optional).

Returns
A tuple of `Tensor` objects (updated_embedding_table, updated_velocity, updated_momentum).
`updated_embedding_table`	A `Tensor` of type `float32`.
`updated_velocity`	A `Tensor` of type `float32`.
`updated_momentum`	A `Tensor` of type `float32`.

© 2022 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 4.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/raw_ops/XlaSparseCoreAdam