bucketize.hpp

//*****************************************************************************
// Copyright 2017-2020 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 v3
        {
            /// \brief Operation that bucketizes the input based on boundaries
            class NGRAPH_API Bucketize : public Op
            {
            public:
                static constexpr NodeTypeInfo type_info{"Bucketize", 3};
                const NodeTypeInfo& get_type_info() const override { return type_info; }
                Bucketize() = default;
                /// \brief Constructs a Bucketize node
 
                /// \param data              Input data to bucketize
                /// \param buckets           1-D of sorted unique boundaries for buckets
                /// \param output_type       Output tensor type, "i64" or "i32", defaults to i64
                /// \param with_right_bound  indicates whether bucket includes the right or left
                ///                          edge of interval. default true = includes right edge
                Bucketize(const Output<Node>& data,
                          const Output<Node>& buckets,
                          const element::Type output_type = element::i64,
                          const bool with_right_bound = true);
 
                virtual void validate_and_infer_types() override;
                virtual bool visit_attributes(AttributeVisitor& visitor) override;
 
                virtual std::shared_ptr<Node>
                    clone_with_new_inputs(const OutputVector& inputs) const override;
 
                element::Type get_output_type() const { return m_output_type; }
                void set_output_type(element::Type output_type) { m_output_type = output_type; }
                // Overload collision with method on Node
                using Node::set_output_type;
 
                bool get_with_right_bound() const { return m_with_right_bound; }
                void set_with_right_bound(bool with_right_bound)
                {
                    m_with_right_bound = with_right_bound;
                }
 
            private:
                element::Type m_output_type;
                bool m_with_right_bound;
            };
        }
        using v3::Bucketize;
    }
}