Files
ANSLibs/OpenVINO/samples/cpp/benchmark_app/statistics_report.hpp

160 lines
5.0 KiB
C++

// Copyright (C) 2018-2025 Intel Corporation
// SPDX-License-Identifier: Apache-2.0
//
#pragma once
#include <map>
#include <string>
#include <utility>
#include <vector>
#ifdef JSON_HEADER
# include <json.hpp>
#else
# include <nlohmann/json.hpp>
#endif
// clang-format off
#include "samples/common.hpp"
#include "samples/csv_dumper.hpp"
#include "samples/slog.hpp"
#include "samples/latency_metrics.hpp"
#include "utils.hpp"
// clang-format on
// @brief statistics reports types
static constexpr char noCntReport[] = "no_counters";
static constexpr char averageCntReport[] = "average_counters";
static constexpr char detailedCntReport[] = "detailed_counters";
static constexpr char sortDetailedCntReport[] = "sort_detailed_counters";
class StatisticsVariant {
public:
enum Type { INT, DOUBLE, STRING, ULONGLONG, METRICS };
StatisticsVariant(std::string csv_name, std::string json_name, int v)
: csv_name(csv_name),
json_name(json_name),
i_val(v),
type(INT) {}
StatisticsVariant(std::string csv_name, std::string json_name, double v)
: csv_name(csv_name),
json_name(json_name),
d_val(v),
type(DOUBLE) {}
StatisticsVariant(std::string csv_name, std::string json_name, const std::string& v)
: csv_name(csv_name),
json_name(json_name),
s_val(v),
type(STRING) {}
StatisticsVariant(std::string csv_name, std::string json_name, unsigned long long v)
: csv_name(csv_name),
json_name(json_name),
ull_val(v),
type(ULONGLONG) {}
StatisticsVariant(std::string csv_name, std::string json_name, uint32_t v)
: csv_name(csv_name),
json_name(json_name),
ull_val(v),
type(ULONGLONG) {}
StatisticsVariant(std::string csv_name, std::string json_name, unsigned long v)
: csv_name(csv_name),
json_name(json_name),
ull_val(v),
type(ULONGLONG) {}
StatisticsVariant(std::string csv_name, std::string json_name, const LatencyMetrics& v)
: csv_name(csv_name),
json_name(json_name),
metrics_val(v),
type(METRICS) {}
~StatisticsVariant() {}
std::string csv_name;
std::string json_name;
int i_val = 0;
double d_val = 0;
unsigned long long ull_val = 0;
std::string s_val;
LatencyMetrics metrics_val;
Type type;
std::string to_string() const;
void write_to_json(nlohmann::json& js) const;
};
/// @brief Responsible for collecting of statistics and dumping to .csv file
class StatisticsReport {
public:
typedef std::vector<ov::ProfilingInfo> PerformanceCounters;
typedef std::vector<StatisticsVariant> Parameters;
struct Config {
std::string report_type;
std::string report_folder;
};
enum class Category { COMMAND_LINE_PARAMETERS, RUNTIME_CONFIG, EXECUTION_RESULTS, EXECUTION_RESULTS_GROUPPED };
virtual ~StatisticsReport() = default;
explicit StatisticsReport(Config config) : _config(std::move(config)) {
_separator =
#if defined _WIN32 || defined __CYGWIN__
# if defined UNICODE
L"\\";
# else
"\\";
# endif
#else
"/";
#endif
if (_config.report_folder.empty())
_separator = "";
}
void add_parameters(const Category& category, const Parameters& parameters);
virtual void dump();
virtual void dump_performance_counters(const std::vector<PerformanceCounters>& perfCounts);
private:
void dump_performance_counters_request(CsvDumper& dumper, const PerformanceCounters& perfCounts);
void dump_sort_performance_counters_request(CsvDumper& dumper, const PerformanceCounters& perfCounts);
static bool sort_profiling_descend(const ov::ProfilingInfo& profiling1, const ov::ProfilingInfo& profiling2) {
return profiling1.real_time > profiling2.real_time;
}
protected:
// configuration of current benchmark execution
const Config _config;
// parameters
std::map<Category, Parameters> _parameters;
// csv separator
std::string _separator;
StatisticsReport::PerformanceCounters get_average_performance_counters(
const std::vector<PerformanceCounters>& perfCounts);
};
class StatisticsReportJSON : public StatisticsReport {
public:
explicit StatisticsReportJSON(Config config) : StatisticsReport(std::move(config)) {}
void dump() override;
void dump_performance_counters(const std::vector<PerformanceCounters>& perfCounts) override;
private:
void dump_parameters(nlohmann::json& js, const StatisticsReport::Parameters& parameters);
const nlohmann::json perf_counters_to_json(const StatisticsReport::PerformanceCounters& perfCounts);
const nlohmann::json sort_perf_counters_to_json(const StatisticsReport::PerformanceCounters& perfCounts);
static bool sort_profiling_descend(const ov::ProfilingInfo& profiling1, const ov::ProfilingInfo& profiling2) {
return profiling1.real_time > profiling2.real_time;
}
};