tf.ragged.RaggedTensorValue

Class `RaggedTensorValue`

Defined in tensorflow/python/ops/ragged/ragged_tensor_value.py.

Represents the value of a RaggedTensor.

See tf.RaggedTensor for a description of ragged tensors.

`init`

__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 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