"""
 Copyright (C) 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.
"""


from extensions.ops.elementwise import Add, Maximum, Minimum, Mul
from mo.front.common.replacement import FrontReplacementOp
from mo.graph.graph import Node, Graph


class EltwiseNReplacement(FrontReplacementOp):
    """
    This replacer substitutes elementwise operation with more than 2 inputs with a number of simple elementwise
    operations with 2 inputs. The replacer supports operations supported by the Eltwise layer.
    """
    op = 'EltwiseN'
    enabled = True

    op_to_class_map = {
        'sum': Add,
        'min': Minimum,
        'max': Maximum,
        'mul': Mul,
    }

    def replace_op(self, graph: Graph, node: Node):
        last_node = node
        operation = node.operation
        assert operation in EltwiseNReplacement.op_to_class_map
        op_class = EltwiseNReplacement.op_to_class_map[operation]
        left_connect = node.in_port(0).get_connection()

        for ind in list(node.in_ports())[1:]:
            attrs = {'name': node.name + '/' + operation + '_' + str(ind)}
            attrs.update({'axis': node.axis} if node.has_valid('axis') else {})
            # Create node
            eltwise_op = op_class(graph, attrs).create_node()
            # Connect nodes
            left_connect.set_destination(eltwise_op.in_port(0))
            left_connect = eltwise_op.out_port(0).get_connection()
            node.in_port(ind).get_connection().set_destination(eltwise_op.in_port(1))
            last_node = eltwise_op
        return [last_node.id]

"""
 Copyright (C) 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.
"""


from extensions.ops.elementwise import Add, Maximum, Minimum, Mul
from mo.front.common.replacement import FrontReplacementOp
from mo.graph.graph import Node, Graph


class EltwiseNReplacement(FrontReplacementOp):
    """
    This replacer substitutes elementwise operation with more than 2 inputs with a number of simple elementwise
    operations with 2 inputs. The replacer supports operations supported by the Eltwise layer.
    """
    op = 'EltwiseN'
    enabled = True

    op_to_class_map = {
        'sum': Add,
        'min': Minimum,
        'max': Maximum,
        'mul': Mul,
    }

    def replace_op(self, graph: Graph, node: Node):
        last_node = node
        operation = node.operation
        assert operation in EltwiseNReplacement.op_to_class_map
        op_class = EltwiseNReplacement.op_to_class_map[operation]
        left_connect = node.in_port(0).get_connection()

        for ind in list(node.in_ports())[1:]:
            attrs = {'name': node.name + '/' + operation + '_' + str(ind)}
            attrs.update({'axis': node.axis} if node.has_valid('axis') else {})
            # Create node
            eltwise_op = op_class(graph, attrs).create_node()
            # Connect nodes
            left_connect.set_destination(eltwise_op.in_port(0))
            left_connect = eltwise_op.out_port(0).get_connection()
            node.in_port(ind).get_connection().set_destination(eltwise_op.in_port(1))
            last_node = eltwise_op
        return [last_node.id]

Copyright (C) 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. This replacer substitutes elementwise operation with more than 2 inputs with a number of simple elementwise     operations with 2 inputs. The replacer supports operations supported by the Eltwise layer. # Create node # Connect nodes