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

tf.sparse.slice

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Slice a SparseTensor based on the start and size.

View aliases

Compat aliases for migration

SeeMigration guide for more details.

tf.compat.v1.sparse.slice, tf.compat.v1.sparse_slice

tf.sparse.slice(
    sp_input, start, size, name=None
)

Used in the notebooks

For example, if the input is

input_tensor = shape = [2, 7]
[    a   d e  ]
[b c          ]

Graphically the output tensors are:

sparse.slice([0, 0], [2, 4]) = shape = [2, 4]
[    a  ]
[b c    ]

sparse.slice([0, 4], [2, 3]) = shape = [2, 3]
[ d e  ]
[      ]