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1 //
2 // Copyright © 2017 Arm Ltd. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 #pragma once
6 
7 #include <common/include/ProfilingGuid.hpp>
8 #include "ProfilingEvent.hpp"
9 #include "ProfilingDetails.hpp"
10 #include "armnn/IProfiler.hpp"
11 
12 #include <armnn/Optional.hpp>
13 #include <armnn/utility/IgnoreUnused.hpp>
14 #include "WallClockTimer.hpp"
15 
16 #include <chrono>
17 #include <iosfwd>
18 #include <ctime>
19 #include <vector>
20 #include <stack>
21 #include <map>
22 
23 namespace armnn
24 {
25 
26 // Simple single-threaded profiler.
27 // Tracks events reported by BeginEvent()/EndEvent() and outputs detailed information and stats when
28 // Profiler::AnalyzeEventsAndWriteResults() is called.
29 class ProfilerImpl
30 {
31 public:
32     ProfilerImpl();
33     ~ProfilerImpl();
34     using InstrumentPtr = std::unique_ptr<Instrument>;
35 
36     // Marks the beginning of a user-defined event.
37     // No attempt will be made to copy the name string: it must be known at compile time.
38     Event* BeginEvent(armnn::IProfiler* profiler,
39                       const BackendId& backendId,
40                       const std::string& name,
41                       std::vector<InstrumentPtr>&& instruments,
42                       const Optional<arm::pipe::ProfilingGuid>& guid);
43 
44     template<typename DescriptorType>
AddLayerDetails(const std::string & label,const DescriptorType & desc,const WorkloadInfo & infos,const arm::pipe::ProfilingGuid guid)45     void AddLayerDetails(const std::string& label,
46                          const DescriptorType& desc,
47                          const WorkloadInfo& infos,
48                          const arm::pipe::ProfilingGuid guid)
49     {
50         m_ProfilingDetails->AddDetailsToString(label, desc, infos, guid);
51     }
52 
53     // Marks the end of a user-defined event.
54     void EndEvent(Event* event);
55 
56     // Enables/disables profiling.
57     void EnableProfiling(bool enableProfiling);
58 
59     // Checks if profiling is enabled.
60     bool IsProfilingEnabled();
61 
62     // Enables outputting the layer descriptors and infos to stdout
63     void EnableNetworkDetailsToStdOut(ProfilingDetailsMethod detailsMethod);
64 
65     // Increments the event tag, allowing grouping of events in a user-defined manner (e.g. per inference).
66     void UpdateEventTag();
67 
68     // Analyzes the tracked events and writes the results to the given output stream.
69     // Please refer to the configuration variables in Profiling.cpp to customize the information written.
70     void AnalyzeEventsAndWriteResults(std::ostream& outStream) const;
71 
72     // Print stats for events in JSON Format to the given output stream.
73     void Print(std::ostream& outStream) const;
74 
75     // Gets the color to render an event with, based on which device it denotes.
76     uint32_t GetEventColor(const BackendId& backendId) const;
77 
78     using EventPtr = std::unique_ptr<Event>;
79     using DescPtr = std::unique_ptr<ProfilingDetails>;
80 
81     struct Marker
82     {
83         std::size_t m_Id;
84     };
85 
86     struct ProfilingEventStats
87     {
88         double m_TotalMs;
89         double m_MinMs;
90         double m_MaxMs;
91         uint32_t m_Count;
92     };
93 
94     template<typename EventIterType>
95     void AnalyzeEventSequenceAndWriteResults(EventIterType first, EventIterType last, std::ostream& outStream) const;
96 
97     std::map<std::string, ProfilingEventStats> CalculateProfilingEventStats() const;
98     void PopulateParent(std::vector<const Event*>& outEvents, int& outBaseLevel, std::string parentName) const;
99     void PopulateDescendants(std::map<const Event*, std::vector<const Event*>>& outDescendantsMap) const;
100 
101     std::stack<Event*> m_Parents;
102     std::vector<EventPtr> m_EventSequence;
103     DescPtr m_ProfilingDetails = std::make_unique<ProfilingDetails>();
104     bool m_ProfilingEnabled;
105     ProfilingDetailsMethod m_DetailsToStdOutMethod;
106 
107 };
108 
109 // Singleton profiler manager.
110 // Keeps track of all the running profiler instances.
111 class ProfilerManager
112 {
113 public:
114     // Register the given profiler as a thread local pointer.
115     void RegisterProfiler(IProfiler* profiler);
116 
117     // Gets the thread local pointer to the profiler.
118     IProfiler* GetProfiler();
119 
120     // Accesses the singleton.
121     static ProfilerManager& GetInstance();
122 
123 private:
124     // The constructor is kept private so that other instances of this class (other that the singleton's)
125     // can't be allocated.
ProfilerManager()126     ProfilerManager() {}
127 };
128 
129 // Helper to easily add event markers to the codebase.
130 class ScopedProfilingEvent
131 {
132 public:
133     using InstrumentPtr = std::unique_ptr<Instrument>;
134 
135     template<typename... Args>
ScopedProfilingEvent(const BackendId & backendId,const Optional<arm::pipe::ProfilingGuid> & guid,const std::string & name,Args &&...args)136     ScopedProfilingEvent(const BackendId& backendId,
137                          const Optional<arm::pipe::ProfilingGuid>& guid,
138                          const std::string& name,
139                          Args&& ... args)
140         : m_Event(nullptr)
141         , m_Profiler(ProfilerManager::GetInstance().GetProfiler())
142     {
143         if (m_Profiler && m_Profiler->IsProfilingEnabled())
144         {
145             std::vector<InstrumentPtr> instruments(0);
146             instruments.reserve(sizeof...(args)); //One allocation
147             ConstructNextInVector(instruments, std::forward<Args>(args)...);
148             m_Event = m_Profiler->BeginEvent(backendId, name, std::move(instruments), guid);
149         }
150     }
151 
~ScopedProfilingEvent()152     ~ScopedProfilingEvent()
153     {
154         if (m_Profiler && m_Event)
155         {
156             m_Profiler->pProfilerImpl->EndEvent(m_Event);
157         }
158     }
159 
160 private:
161 
ConstructNextInVector(std::vector<InstrumentPtr> & instruments)162     void ConstructNextInVector(std::vector<InstrumentPtr>& instruments)
163     {
164         IgnoreUnused(instruments);
165     }
166 
167     template<typename Arg, typename... Args>
ConstructNextInVector(std::vector<InstrumentPtr> & instruments,Arg && arg,Args &&...args)168     void ConstructNextInVector(std::vector<InstrumentPtr>& instruments, Arg&& arg, Args&&... args)
169     {
170         instruments.emplace_back(std::make_unique<Arg>(std::forward<Arg>(arg)));
171         ConstructNextInVector(instruments, std::forward<Args>(args)...);
172     }
173 
174     Event* m_Event;       ///< Event to track
175     IProfiler* m_Profiler; ///< Profiler used
176 };
177 
178 // Helper to easily add operator details during profiling.
179 template<typename DescriptorType>
ProfilingUpdateDescriptions(const std::string & name,const DescriptorType & desc,const WorkloadInfo & infos,const arm::pipe::ProfilingGuid guid)180 inline void ProfilingUpdateDescriptions(const std::string& name,
181                                         const DescriptorType& desc,
182                                         const WorkloadInfo& infos,
183                                         const arm::pipe::ProfilingGuid guid)
184 {
185     IProfiler* profiler(ProfilerManager::GetInstance().GetProfiler()); ///< Profiler used
186     if (profiler && profiler->IsProfilingEnabled())
187     {
188         profiler->AddLayerDetails(name, desc, infos, guid);
189     }
190 }
191 
192 template<typename DescriptorType>
AddLayerDetails(const std::string & name,const DescriptorType & desc,const WorkloadInfo & infos,const arm::pipe::ProfilingGuid guid)193 void IProfiler::AddLayerDetails(const std::string& name,
194                                 const DescriptorType& desc,
195                                 const WorkloadInfo& infos,
196                                 const arm::pipe::ProfilingGuid guid)
197 {
198     return pProfilerImpl->AddLayerDetails(name, desc, infos, guid);
199 }
200 
201 } // namespace armnn
202 
203 // Event Definitions for profiling
204 #define ARMNN_SCOPED_PROFILING_EVENT_WITH_INSTRUMENTS_UNIQUE_LOC_INNER(lineNumber, backendId, guid, /*name,*/ ...) \
205     armnn::ScopedProfilingEvent e_ ## lineNumber(backendId, guid, /*name,*/ __VA_ARGS__);
206 
207 #define ARMNN_SCOPED_PROFILING_EVENT_WITH_INSTRUMENTS_UNIQUE_LOC(lineNumber, backendId, guid, /*name,*/ ...) \
208     ARMNN_SCOPED_PROFILING_EVENT_WITH_INSTRUMENTS_UNIQUE_LOC_INNER(lineNumber, backendId, guid, /*name,*/ __VA_ARGS__)
209 
210 // The event name must be known at compile time i.e. if you are going to use this version of the macro
211 // in code the first argument you supply after the backendId must be the name.
212 // NOTE: need to pass the line number as an argument from here so by the time it gets to the UNIQUE_LOC_INNER
213 //       above it has expanded to a string and will concat (##) correctly with the 'e_' prefix to yield a
214 //       legal and unique variable name (so long as you don't use the macro twice on the same line).
215 //       The concat preprocessing operator (##) very unhelpfully will not expand macros see
216 //       https://gcc.gnu.org/onlinedocs/cpp/Concatenation.html for the gory details.
217 #define ARMNN_SCOPED_PROFILING_EVENT_WITH_INSTRUMENTS(backendId, guid, /*name,*/ ...) \
218     ARMNN_SCOPED_PROFILING_EVENT_WITH_INSTRUMENTS_UNIQUE_LOC(__LINE__,backendId, guid, /*name,*/ __VA_ARGS__)
219 
220 #define ARMNN_SCOPED_PROFILING_EVENT(backendId, name) \
221     ARMNN_SCOPED_PROFILING_EVENT_WITH_INSTRUMENTS(backendId, armnn::EmptyOptional(), name, armnn::WallClockTimer())
222 
223 #define ARMNN_SCOPED_PROFILING_EVENT_GUID(backendId, name, guid) \
224     ARMNN_SCOPED_PROFILING_EVENT_WITH_INSTRUMENTS(backendId, guid, name, armnn::WallClockTimer())
225 
226 // Workload Description definitons for profiling
227 #define ARMNN_REPORT_PROFILING_WORKLOAD_DESC(name, desc, infos, guid) \
228     armnn::ProfilingUpdateDescriptions(name, desc, infos, guid);
229