// Copyright (C) 2018-2025 Intel Corporation // SPDX-License-Identifier: Apache-2.0 // #pragma once #include "openvino/core/axis_set.hpp" #include "openvino/op/util/embeddingbag_offsets_base.hpp" #include "openvino/op/util/index_reduction.hpp" namespace ov { namespace op { namespace v15 { /// \brief Returns embeddings for given indices /// \ingroup ov_ops_cpp_api class OPENVINO_API EmbeddingBagOffsets : public util::EmbeddingBagOffsetsBase { public: OPENVINO_OP("EmbeddingBagOffsets", "opset15", util::EmbeddingBagOffsetsBase); /// \brief Constructs a EmbeddingBagOffsets operation. EmbeddingBagOffsets() = default; /// \brief Constructs a EmbeddingBagOffsets operation. /// /// EmbeddingBagOffsets constructs an output tensor by replacing every index in a /// given /// input tensor with a row (from the weights matrix) at that index /// /// \param emb_table tensor containing the embedding lookup table of the module of /// shape [num_emb, emb_dim1, emb_dim2, ...] and of type T /// \param indices tensor of shape [num_indices] and of type T_IND. Required /// \param offsets tensor of shape [batch] and of type T_IND containing the starting /// index positions of each "bag" in indices. Required. /// \param default_index scalar of type T_IND containing default index in embedding /// table to fill empty "bags". If set to value -1 or not provided, empty "bags" /// are filled with zeros. Reverse indexing using negative values is not supported. Optional. /// \param per_sample_weights tensor of the same shape as indices and of type T. /// Each value in this tensor are multiplied with each /// value pooled from embedding table for each index. Optional. /// \param reduction enum to select algorithm used to perform reduction of elements in bag. Optional. EmbeddingBagOffsets(const Output& emb_table, const Output& indices, const Output& offsets, const Output& default_index, const Output& per_sample_weights, const Reduction& reduction = Reduction::SUM); EmbeddingBagOffsets(const Output& emb_table, const Output& indices, const Output& offsets, const Output& default_index, const Reduction& reduction = Reduction::SUM); EmbeddingBagOffsets(const Output& emb_table, const Output& indices, const Output& offsets, const Reduction& reduction = Reduction::SUM); std::shared_ptr clone_with_new_inputs(const OutputVector& new_args) const override; }; } // namespace v15 } // namespace op } // namespace ov