tf.compat.v1.ragged.RaggedTensorValue

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Class RaggedTensorValue

Represents the value of a RaggedTensor.

See tf.RaggedTensor for a description of ragged tensors.

__init__

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__init__(
    values,
    row_splits
)

Creates a RaggedTensorValue.

Args:

  • values: A numpy array of any type and shape; or a RaggedTensorValue.
  • row_splits: A 1-D int32 or int64 numpy array.

Properties

dtype

The numpy dtype of values in this tensor.

flat_values

The innermost values array for this ragged tensor value.

nested_row_splits

The row_splits for all ragged dimensions in this ragged tensor value.

ragged_rank

The number of ragged dimensions in this ragged tensor value.

row_splits

The split indices for the ragged tensor value.

shape

A tuple indicating the shape of this RaggedTensorValue.

values

The concatenated values for all rows in this tensor.

Methods

to_list

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to_list()

Returns this ragged tensor value as a nested Python list.