ArmNN
 24.05
ClContextControl.cpp
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1 //
2 // Copyright © 2017, 2024 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #include "ClContextControl.hpp"
7 
8 #include <armnn/Exceptions.hpp>
9 
10 #include <LeakChecking.hpp>
11 
12 #include <arm_compute/core/CL/CLKernelLibrary.h>
13 #include <arm_compute/runtime/CL/CLScheduler.h>
14 
15 #include <fmt/format.h>
16 
17 namespace cl
18 {
19 class Context;
20 class CommandQueue;
21 class Device;
22 }
23 
24 namespace armnn
25 {
26 
27 ClContextControl::ClContextControl(arm_compute::CLTuner *tuner,
28  arm_compute::CLGEMMHeuristicsHandle* heuristicsHandle,
29  bool profilingEnabled)
30  : m_Tuner(tuner)
31  , m_HeuristicsHandle(heuristicsHandle)
32  , m_ProfilingEnabled(profilingEnabled)
33 {
34  try
35  {
36  std::vector<cl::Platform> platforms;
37  cl::Platform::get(&platforms);
38 
39  // Selects default platform for the first element.
40  cl::Platform::setDefault(platforms[0]);
41 
42  std::vector<cl::Device> devices;
43  platforms[0].getDevices(CL_DEVICE_TYPE_GPU, &devices);
44 
45  // Selects default device for the first element.
46  cl::Device::setDefault(devices[0]);
47  }
48  catch (const cl::Error& clError)
49  {
50  throw ClRuntimeUnavailableException(fmt::format(
51  "Could not initialize the CL runtime. Error description: {0}. CL error code: {1}",
52  clError.what(), clError.err()));
53  }
54 
55  // Removes the use of global CL context.
56  cl::Context::setDefault(cl::Context{});
57 
58  // Removes the use of global CL command queue.
59  cl::CommandQueue::setDefault(cl::CommandQueue{});
60 
61  // Always load the OpenCL runtime.
63 }
64 
66 {
67  // Load the OpencCL runtime without the tuned parameters to free the memory for them.
68  try
69  {
71  }
72  catch (const cl::Error& clError)
73  {
74  // This should not happen, it is ignored if it does.
75 
76  // Coverity fix: BOOST_LOG_TRIVIAL (previously used here to report the error) may throw an
77  // exception of type std::length_error.
78  // Using stderr instead in this context as there is no point in nesting try-catch blocks here.
79  std::cerr << "A CL error occurred unloading the runtime tuner parameters: "
80  << clError.what() << ". CL error code is: " << clError.err() << std::endl;
81  }
82 }
83 
85 {
86  DoLoadOpenClRuntime(true);
87 }
88 
90 {
91  DoLoadOpenClRuntime(false);
92 }
93 
94 void ClContextControl::DoLoadOpenClRuntime(bool updateTunedParameters)
95 {
96  cl::Device device = cl::Device::getDefault();
97  cl::Context context;
98  cl::CommandQueue commandQueue;
99 
100  if (arm_compute::CLScheduler::get().is_initialised() && arm_compute::CLScheduler::get().context()() != NULL)
101  {
102  // Wait for all queued CL requests to finish before reinitialising it.
103  arm_compute::CLScheduler::get().sync();
104  }
105 
106  try
107  {
108  arm_compute::CLKernelLibrary::get().clear_programs_cache();
109  // Initialise the scheduler with a dummy context to release the LLVM data (which only happens when there are no
110  // context references); it is initialised again, with a proper context, later.
111  arm_compute::CLScheduler::get().init(context, commandQueue, device);
112  arm_compute::CLKernelLibrary::get().init(".", context, device);
113 
114  {
115  //
116  // Here we replace the context with a new one in which
117  // the memory leak checks show it as an extra allocation but
118  // because of the scope of the leak checks, it doesn't count
119  // the disposal of the original object. On the other hand it
120  // does count the creation of this context which it flags
121  // as a memory leak. By adding the following line we prevent
122  // this to happen.
123  //
125  context = cl::Context(device);
126  }
127 
128  // NOTE: In this specific case profiling has to be enabled on the command queue
129  // in order for the CLTuner to work.
130  bool profilingNeededForClTuner = updateTunedParameters && m_Tuner &&
131  m_Tuner->tune_new_kernels();
132 
133  if (m_ProfilingEnabled || profilingNeededForClTuner)
134  {
135  // Create a new queue with profiling enabled.
136  commandQueue = cl::CommandQueue(context, device, CL_QUEUE_PROFILING_ENABLE);
137  }
138  else
139  {
140  // Use default queue.
141  commandQueue = cl::CommandQueue(context, device);
142  }
143  }
144  catch (const cl::Error& clError)
145  {
146  throw ClRuntimeUnavailableException(fmt::format(
147  "Could not initialize the CL runtime. Error description: {0}. CL error code: {1}",
148  clError.what(), clError.err()));
149  }
150 
151  // Note the first argument (path to cl source code) will be ignored as they should be embedded in the armcompute.
152  arm_compute::CLKernelLibrary::get().init(".", context, device);
153  arm_compute::CLScheduler::get().init(context, commandQueue, device, m_Tuner, m_HeuristicsHandle);
154 }
155 
157 {
158  DoLoadOpenClRuntime(true);
159 }
160 
161 } // namespace armnn
ARMNN_DISABLE_LEAK_CHECKING_IN_SCOPE
#define ARMNN_DISABLE_LEAK_CHECKING_IN_SCOPE()
Definition: LeakChecking.hpp:93
armnn::ClContextControl::ClContextControl
ClContextControl(arm_compute::CLTuner *=nullptr, arm_compute::CLGEMMHeuristicsHandle *=nullptr, bool profilingEnabled=false)
Definition: ClContextControl.cpp:27
LeakChecking.hpp
armnn::ClContextControl::UnloadOpenClRuntime
void UnloadOpenClRuntime()
Definition: ClContextControl.cpp:89
ClContextControl.hpp
armnn::ClContextControl::LoadOpenClRuntime
void LoadOpenClRuntime()
Definition: ClContextControl.cpp:84
Exceptions.hpp
armnn
Copyright (c) 2021 ARM Limited and Contributors.
Definition: 01_00_quick_start.dox:6
armnn::ClContextControl::ClearClCache
void ClearClCache()
Definition: ClContextControl.cpp:156
armnn::ClContextControl::~ClContextControl
virtual ~ClContextControl()
Definition: ClContextControl.cpp:65
armnn::ClRuntimeUnavailableException
Definition: Exceptions.hpp:74