tf.sparse.eye | TensorFlow v2.16.1 (original) (raw)

tf.sparse.eye

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Creates a two-dimensional sparse tensor with ones along the diagonal.

Compat aliases for migration

tf.compat.v1.sparse.eye

tf.sparse.eye(
    num_rows,
    num_columns=None,
    dtype=tf.dtypes.float32,
    name=None
)

Args
num_rows	Non-negative integer or int32 scalar tensor giving the number of rows in the resulting matrix.
num_columns	Optional non-negative integer or int32 scalar tensor giving the number of columns in the resulting matrix. Defaults to num_rows.
dtype	The type of element in the resulting Tensor.
name	A name for this Op. Defaults to "eye".

Returns
A SparseTensor of shape [num_rows, num_columns] with ones along the diagonal.

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Last updated 2024-04-26 UTC.