* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License").
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
* \file execute_graph_statistic.h
* \brief Execution graph analysis and statistic reporting
*/
#ifndef EXECUTE_GRAPH_STATISTIC_H
#define EXECUTE_GRAPH_STATISTIC_H
#include <climits>
#include <string>
#include <vector>
#include <nlohmann/json.hpp>
#include "interface/function/function.h"
using json = nlohmann::json;
namespace npu::tile_fwk {
struct PathResult {
int maxLength = 0;
};
struct ConcurrencyStats {
int maxConcurrency = 0;
};
struct DependencyStats {
size_t total_predecessors = 0;
size_t total_successors = 0;
int min_predecessors = INT_MAX;
int max_predecessors = 0;
int min_successors = INT_MAX;
int max_successors = 0;
size_t valid_entries = 0;
std::vector<int> min_pred_nodes;
std::vector<int> max_pred_nodes;
std::vector<int> min_succ_nodes;
std::vector<int> max_succ_nodes;
};
struct MinMaxStats {
int min_value;
int max_value;
std::vector<int> min_nodes;
std::vector<int> max_nodes;
};
class ExecutionGraphStatistic {
public:
json AnalyzeExecutionGraph(
Function& func, const std::multimap<int, int>& psgToESgMap,
const std::vector<std::vector<OperationPtr>>& subgraphGroups);
void AnalyzeIsomorphism(
json& report, const std::multimap<int, int>& psgToESgMap,
const std::vector<std::vector<OperationPtr>>& subgraphGroups);
private:
uint64_t AnalyzePeakMemoryUsage(Function* rootFunc, std::vector<int>& peakMemoryUsageSubgraphs);
uint64_t CalculateOperationMemory(const Operation& op);
std::unordered_map<CoreType, int> CountCoreTypes(Function* rootFunc);
uint64_t AnalyzeSubgraphLatencies(
Function& func, uint64_t& maxLatency, uint64_t& minLatency, std::vector<int>& maxLatencySubgraphs,
std::vector<int>& minLatencySubgraphs);
PathResult FindLongestPath(Function& func);
ConcurrencyStats CalculateConcurrency(Function& func);
json AnalyzeGraphDependencies(Function& func);
void UpdateMinMaxStats(int count, int esgId, MinMaxStats& stats);
json FormatDependencyStats(const DependencyStats& stats);
double FormatUsageRate(double value);
};
}
#endif