tf.raw_ops.XlaSparseCoreAdagradMomentum

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.raw_ops.XlaSparseCoreAdagradMomentum

tf.raw_ops.XlaSparseCoreAdagradMomentum(
    indices,
    gradient,
    learning_rate,
    beta_1,
    epsilon,
    accumulator,
    momentum,
    embedding_table,
    feature_width,
    use_nesterov,
    beta_2,
    exponent,
    name=None
)

Args
indices	A Tensor of type int32.
gradient	A Tensor of type float32.
learning_rate	A Tensor of type float32.
beta_1	A Tensor of type float32.
epsilon	A Tensor of type float32.
accumulator	A Tensor of type float32.
momentum	A Tensor of type float32.
embedding_table	A Tensor of type float32.
feature_width	An int.
use_nesterov	A bool.
beta_2	A float.
exponent	A float.
name	A name for the operation (optional).

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