text: // Copyright (c) 2021 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 "operation/adaptive_pool2d.h"
  #include "core/types.h"
  #include "utility/debug.h"
  #include "utility/logging.h"
  #include "utility/modeling.h"
  #include "utility/utility.h"
  
  namespace nnadapter {
  namespace operation {
  
  int PrepareAdaptivePool2D(core::Operation* operation) {
    ADAPTIVE_POOL_2D_OPERATION_EXTRACT_INPUTS_OUTPUTS
  
    // Infer the shape and type of output operands
    CopyOperandTypeExceptQuantParams(&output_operand->type, input_operand->type);
    auto& out_dimensions = output_operand->type.dimensions;
    out_dimensions.data[2] = output_height;
    out_dimensions.data[3] = output_width;
    for (uint32_t i = 0; i < out_dimensions.dynamic_count; i++) {
      out_dimensions.dynamic_data[i][2] = output_height;
      out_dimensions.dynamic_data[i][3] = output_width;
    }
    NNADAPTER_VLOG(5) << "output: " << OperandToString(output_operand);
    return NNADAPTER_NO_ERROR;
  }
  
  }  // namespace operation
  }  // namespace nnadapter
  