tf.raw_ops.RaggedCross
Generates a feature cross from a list of tensors, and returns it as a
tf.raw_ops.RaggedCross(
ragged_values, ragged_row_splits, sparse_indices, sparse_values, sparse_shape,
dense_inputs, input_order, hashed_output, num_buckets, hash_key,
out_values_type, out_row_splits_type, name=None
)
RaggedTensor. See tf.ragged.cross for more details.
Args: ragged_values: A list of Tensor objects with types from: int64, string. The values tensor for each RaggedTensor input. ragged_row_splits: A list of Tensor objects with types from: int32, int64. The row_splits tensor for each RaggedTensor input. sparse_indices: A list of Tensor objects with type int64. The indices tensor for each SparseTensor input. sparse_values: A list of Tensor objects with types from: int64, string. The values tensor for each SparseTensor input. sparse_shape: A list with the same length as sparse_indices of Tensor objects with type int64. The dense_shape tensor for each SparseTensor input. dense_inputs: A list of Tensor objects with types from: int64, string. The tf.Tensor inputs. input_order: A string. String specifying the tensor type for each input. The ith character in this string specifies the type of the ith input, and is one of: 'R' (ragged), 'D' (dense), or 'S' (sparse). This attr is used to ensure that the crossed values are combined in the order of the inputs from the call to tf.ragged.cross. hashed_output: A bool. num_buckets: An int that is >= 0. hash_key: An int. out_values_type: A tf.DType from: tf.int64, tf.string. out_row_splits_type: A tf.DType from: tf.int32, tf.int64. name: A name for the operation (optional).
Returns: A tuple of Tensor objects (output_values, output_row_splits).
output_values: A `Tensor` of type `out_values_type`. output_row_splits: A `Tensor` of type `out_row_splits_type`.
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/raw_ops/RaggedCross