one_hot.hpp

//*****************************************************************************
// Copyright 2017-2021 Intel Corporation
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//*****************************************************************************
 
#pragma once
 
#include "ngraph/op/op.hpp"
 
namespace ngraph
{
    namespace op
    {
        namespace v1
        {
            class NGRAPH_API OneHot : public Op
            {
            public:
                static constexpr NodeTypeInfo type_info{"OneHot", 1};
                const NodeTypeInfo& get_type_info() const override { return type_info; }
                /// \brief Constructs a one-hot operation.
                OneHot() = default;
                /// \brief Constructs a one-hot operation.
                ///
                /// \param indices   Input tensor containing indices.
                /// \param depth     Specifies number of classes and the size of one-hot dimension.
                /// \param on_value  Specifies value that the locations in output tensor represented
                ///                  by indices in input take.
                /// \param off_value Specifies value that the locations in output tensor not
                /// represented
                ///                  by indices in input take.
                /// \param axis      Axis along which one-hot representation in added.
                OneHot(const Output<Node>& indices,
                       const Output<Node>& depth,
                       const Output<Node>& on_value,
                       const Output<Node>& off_value,
                       int64_t axis);
 
                bool visit_attributes(AttributeVisitor& visitor) override;
                virtual std::shared_ptr<Node>
                    clone_with_new_inputs(const OutputVector& new_args) const override;
                void validate_and_infer_types() override;
 
                virtual bool evaluate(const HostTensorVector& output_values,
                                      const HostTensorVector& input_values) const override;
 
                /// \return The index of the one-hot axis.
                int64_t get_axis() const { return m_axis; }
                void set_axis(int64_t axis) { m_axis = axis; }
            protected:
                int64_t m_axis;
            };
        } // namespace v1
    }     // namespace op
} // namespace ngraph