FM / observers

/usr/local/lib64/python3.6/site-packages/torch/include/caffe2/observers/

/usr/local/lib64/python3.6/site-packages/torch/include/caffe2/observers

Name	Size	Mode	Actions
operator_attaching_net_observer.h	907	0644	edit dl rm
profile_observer.h	3260	0644	edit dl rm
runcnt_observer.h	1319	0644	edit dl rm
time_observer.h	1827	0644	edit dl rm

Edit: /usr/local/lib64/python3.6/site-packages/torch/include/caffe2/observers/time_observer.h (1827B)

#ifndef CAFFE2_CONTRIB_OBSERVERS_TIME_OBSERVER_H_
#define CAFFE2_CONTRIB_OBSERVERS_TIME_OBSERVER_H_

#include <unordered_map>

#include "caffe2/core/common.h"
#include "caffe2/core/net.h"
#include "caffe2/core/observer.h"
#include "caffe2/core/operator.h"
#include "caffe2/core/timer.h"
#include "caffe2/observers/operator_attaching_net_observer.h"

namespace caffe2 {

class TimeObserver;

class TORCH_API TimeCounter {
 public:
  explicit TimeCounter() {}
  inline float average_time() const {
    return total_time_ / iterations_;
  }

protected:
  Timer timer_;
  float start_time_ = 0.0f;
  float total_time_ = 0.0f;
  int iterations_ = 0;
};

class TORCH_API TimeOperatorObserver final
    : public TimeCounter,
      public ObserverBase<OperatorBase> {
 public:
  explicit TimeOperatorObserver(OperatorBase* subject) = delete;
  explicit TimeOperatorObserver(
      OperatorBase* subject,
      TimeObserver* /* unused */)
      : ObserverBase<OperatorBase>(subject) {}
  std::unique_ptr<ObserverBase<OperatorBase>> rnnCopy(
      OperatorBase* subject,
      int rnn_order) const override;

private:
  void Start() override;
  void Stop() override;
};

class TORCH_API TimeObserver final
    : public TimeCounter,
      public OperatorAttachingNetObserver<TimeOperatorObserver, TimeObserver> {
 public:
  explicit TimeObserver(NetBase* subject)
      : OperatorAttachingNetObserver<TimeOperatorObserver, TimeObserver>(
            subject,
            this) {}

float average_time_children() const {
    float sum = 0.0f;
    for (const auto* observer : operator_observers_) {
      sum += observer->average_time();
    }
    return sum / subject_->GetOperators().size();
  }

private:
  void Start() override;
  void Stop() override;
};

} // namespace caffe2

#endif // CAFFE2_CONTRIB_OBSERVERS_TIME_OBSERVER_H_

#ifndef CAFFE2_CONTRIB_OBSERVERS_TIME_OBSERVER_H_ #define CAFFE2_CONTRIB_OBSERVERS_TIME_OBSERVER_H_ #include #include "caffe2/core/common.h" #include "caffe2/core/net.h" #include "caffe2/core/observer.h" #include "caffe2/core/operator.h" #include "caffe2/core/timer.h" #include "caffe2/observers/operator_attaching_net_observer.h" namespace caffe2 { class TimeObserver; class TORCH_API TimeCounter { public: explicit TimeCounter() {} inline float average_time() const { return total_time_ / iterations_; } protected: Timer timer_; float start_time_ = 0.0f; float total_time_ = 0.0f; int iterations_ = 0; }; class TORCH_API TimeOperatorObserver final : public TimeCounter, public ObserverBase { public: explicit TimeOperatorObserver(OperatorBase* subject) = delete; explicit TimeOperatorObserver( OperatorBase* subject, TimeObserver* /* unused */) : ObserverBase(subject) {} std::unique_ptr> rnnCopy( OperatorBase* subject, int rnn_order) const override; private: void Start() override; void Stop() override; }; class TORCH_API TimeObserver final : public TimeCounter, public OperatorAttachingNetObserver { public: explicit TimeObserver(NetBase* subject) : OperatorAttachingNetObserver( subject, this) {} float average_time_children() const { float sum = 0.0f; for (const auto* observer : operator_observers_) { sum += observer->average_time(); } return sum / subject_->GetOperators().size(); } private: void Start() override; void Stop() override; }; } // namespace caffe2 #endif // CAFFE2_CONTRIB_OBSERVERS_TIME_OBSERVER_H_