caffe2/operators/scale_op.h

/**
 * Copyright (c) 2016-present, Facebook, Inc.
 *
 * 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.
 */

#ifndef CAFFE2_OPERATORS_SCALE_OP_H_
#define CAFFE2_OPERATORS_SCALE_OP_H_

#include "caffe2/core/context.h"
#include "caffe2/core/operator.h"
#include "caffe2/utils/math.h"

namespace caffe2 {

template <class Context>
class ScaleOp final : public Operator<Context> {
 public:
  USE_OPERATOR_CONTEXT_FUNCTIONS;
  ScaleOp(const OperatorDef& operator_def, Workspace* ws)
      : Operator<Context>(operator_def, ws),
        scale_(OperatorBase::GetSingleArgument<float>("scale", 1.0)) {}

  template <typename T>
  bool DoRunWithType() {
    auto& X = Input(0);
    auto* Y = Output(0);
    Y->ResizeLike(X);
    math::Scale<T, Context>(
        X.size(),
        scale_,
        X.template data<T>(),
        Y->template mutable_data<T>(),
        &context_);
    return true;
  }

  bool RunOnDevice() override {
    return DispatchHelper<TensorTypes<float>>::call(this, Input(0));
  }

 protected:
  float scale_;
};

} // namespace caffe2

#endif // CAFFE2_OPERATORS_SCALE_OP_H_