// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. // // 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. #include "paddle2onnx/mapper/tensor/flatten.h" #include namespace paddle2onnx { REGISTER_MAPPER(flatten_contiguous_range, FlattenMapper) void FlattenMapper::Opset7() { auto input_info = GetInput("X"); if (start_axis_ < 0) { start_axis_ += input_info[0].Rank(); } if (stop_axis_ < 0) { stop_axis_ += input_info[0].Rank(); } auto output_info = GetOutput("Out"); auto unknown_dim_node = helper_->Constant({1}, ONNX_NAMESPACE::TensorProto::INT64, -1); if (start_axis_ == 0 && stop_axis_ == input_info[0].Rank() - 1) { helper_->MakeNode("Reshape", {input_info[0].name, unknown_dim_node}, {output_info[0].name}); } else { auto input_shape_node = helper_->MakeNode("Shape", {input_info[0].name}); if (start_axis_ == 0) { auto second_part_shape = helper_->Slice(input_shape_node->output(0), {0}, {stop_axis_ + 1}, {input_info[0].Rank()}); auto new_shape_node = helper_->MakeNode("Concat", {unknown_dim_node, second_part_shape}); AddAttribute(new_shape_node, "axis", int64_t(0)); helper_->MakeNode("Reshape", {input_info[0].name, new_shape_node->output(0)}, {output_info[0].name}); } else if (stop_axis_ == input_info[0].Rank() - 1) { auto first_part_shape = helper_->Slice(input_shape_node->output(0), {0}, {0}, {start_axis_}); auto new_shape_node = helper_->MakeNode("Concat", {first_part_shape, unknown_dim_node}); AddAttribute(new_shape_node, "axis", int64_t(0)); helper_->MakeNode("Reshape", {input_info[0].name, new_shape_node->output(0)}, {output_info[0].name}); } else { auto first_part_shape = helper_->Slice(input_shape_node->output(0), {0}, {0}, {start_axis_}); auto second_part_shape = helper_->Slice(input_shape_node->output(0), {0}, {stop_axis_ + 1}, {input_info[0].Rank()}); auto new_shape_node = helper_->MakeNode( "Concat", {first_part_shape, unknown_dim_node, second_part_shape}); AddAttribute(new_shape_node, "axis", int64_t(0)); helper_->MakeNode("Reshape", {input_info[0].name, new_shape_node->output(0)}, {output_info[0].name}); } } } } // namespace paddle2onnx