InstanceNorm.cpp

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/*
 * Copyright (c) 2020 Samsung Electronics Co., Ltd. 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 "InstanceNorm.h"
 
#include "Convert.h"
 
namespace circlechef
{
 
void CircleOpInstanceNorm::filler(const circle::Operator *op, CircleImport *import,
                                  circlechef::ModelRecipe *model_recipe) const
{
  // index 1 and 2 maybe constant
  const std::vector<int32_t> &inputs = as_index_vector(op->inputs());
  assert(inputs.size() == 3);
 
  import->set_tensor_filler(inputs[1]); // set gaussian filler
  import->set_tensor_filler(inputs[2]);
}
 
circlechef::Operation *CircleOpInstanceNorm::build(const circle::Operator *op, CircleImport *import,
                                                   circlechef::ModelRecipe *model_recipe) const
{
  auto operation = model_recipe->add_operation();
 
  operation->set_type("InstanceNorm");
 
  auto op_options = operation->mutable_instance_norm_options();
 
  auto op_params = op->builtin_options_as_InstanceNormOptions();
  assert(op_params != nullptr);
 
  op_options->set_epsilon(op_params->epsilon());
  op_options->set_activation(as_circlechef_activation(op_params->fused_activation_function()));
 
  return operation;
}
 
} // namespace circlechef