tf.raw_ops.ParseSequenceExample

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Transforms a vector of brain.SequenceExample protos (as strings) into typed tensors.

serialized A Tensor of type string. A vector containing binary serialized SequenceExample protos.
debug_name A Tensor of type string. A vector containing the names of the serialized protos. May contain, for example, table key (descriptive) name for the corresponding serialized proto. This is purely useful for debugging purposes, and the presence of values here has no effect on the output. May also be an empty vector if no name is available.
context_dense_defaults A list of Tensor objects with types from: float32, int64, string. A list of Ncontext_dense Tensors (some may be empty). context_dense_defaults[j] provides default values when the SequenceExample's context map lacks context_dense_key[j]. If an empty Tensor is provided for context_dense_defaults[j], then the Feature context_dense_keys[j] is required. The input type is inferred from context_dense_defaults[j], even when it's empty. If context_dense_defaults[j] is not empty, its shape must match context_dense_shapes[j].
feature_list_dense_missing_assumed_empty A list of strings. A vector listing the FeatureList keys which may be missing from the SequenceExamples. If the associated FeatureList is missing, it is treated as empty. By default, any FeatureList not listed in this vector must exist in the SequenceExamples.
context_sparse_keys A list of strings. A list of Ncontext_sparse string Tensors (scalars). The keys expected in the Examples' features associated with context_sparse values.
context_dense_keys A list of strings. A list of Ncontext_dense string Tensors (scalars). The keys expected in the SequenceExamples' context features associated with dense values.
feature_list_sparse_keys A list of strings. A list of Nfeature_list_sparse string Tensors (scalars). The keys expected in the FeatureLists associated with sparse values.
feature_list_dense_keys A list of strings. A list of Nfeature_list_dense string Tensors (scalars). The keys expected in the SequenceExamples' feature_lists associated with lists of dense values.
Ncontext_sparse An optional int that is >= 0. Defaults to 0.
Ncontext_dense An optional int that is >= 0. Defaults to 0.
Nfeature_list_sparse An optional int that is >= 0. Defaults to 0.
Nfeature_list_dense An optional int that is >= 0. Defaults to 0.
context_sparse_types An optional list of tf.DTypes from: