xref: /aosp_15_r20/external/ComputeLibrary/src/runtime/CL/CLScheduler.cpp (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1*c217d954SCole Faust /*
2*c217d954SCole Faust  * Copyright (c) 2016-2022 Arm Limited.
3*c217d954SCole Faust  *
4*c217d954SCole Faust  * SPDX-License-Identifier: MIT
5*c217d954SCole Faust  *
6*c217d954SCole Faust  * Permission is hereby granted, free of charge, to any person obtaining a copy
7*c217d954SCole Faust  * of this software and associated documentation files (the "Software"), to
8*c217d954SCole Faust  * deal in the Software without restriction, including without limitation the
9*c217d954SCole Faust  * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10*c217d954SCole Faust  * sell copies of the Software, and to permit persons to whom the Software is
11*c217d954SCole Faust  * furnished to do so, subject to the following conditions:
12*c217d954SCole Faust  *
13*c217d954SCole Faust  * The above copyright notice and this permission notice shall be included in all
14*c217d954SCole Faust  * copies or substantial portions of the Software.
15*c217d954SCole Faust  *
16*c217d954SCole Faust  * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17*c217d954SCole Faust  * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18*c217d954SCole Faust  * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19*c217d954SCole Faust  * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20*c217d954SCole Faust  * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21*c217d954SCole Faust  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22*c217d954SCole Faust  * SOFTWARE.
23*c217d954SCole Faust  */
24*c217d954SCole Faust #include "arm_compute/runtime/CL/CLScheduler.h"
25*c217d954SCole Faust 
26*c217d954SCole Faust #include "arm_compute/core/CL/CLKernelLibrary.h"
27*c217d954SCole Faust #include "arm_compute/runtime/CL/CLTuner.h"
28*c217d954SCole Faust #include "src/core/CL/ICLKernel.h"
29*c217d954SCole Faust 
30*c217d954SCole Faust namespace arm_compute
31*c217d954SCole Faust {
context()32*c217d954SCole Faust cl::Context &CLScheduler::context()
33*c217d954SCole Faust {
34*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON(!_is_initialised);
35*c217d954SCole Faust     _context = CLKernelLibrary::get().context();
36*c217d954SCole Faust     return _context;
37*c217d954SCole Faust }
38*c217d954SCole Faust 
queue()39*c217d954SCole Faust cl::CommandQueue &CLScheduler::queue()
40*c217d954SCole Faust {
41*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON(!_is_initialised);
42*c217d954SCole Faust     return _queue;
43*c217d954SCole Faust }
44*c217d954SCole Faust 
target() const45*c217d954SCole Faust GPUTarget CLScheduler::target() const
46*c217d954SCole Faust {
47*c217d954SCole Faust     return _target;
48*c217d954SCole Faust }
49*c217d954SCole Faust 
gemm_heuristics() const50*c217d954SCole Faust CLGEMMHeuristicsHandle *CLScheduler::gemm_heuristics() const
51*c217d954SCole Faust {
52*c217d954SCole Faust     return _gemm_heuristics;
53*c217d954SCole Faust }
54*c217d954SCole Faust 
set_queue(cl::CommandQueue queue)55*c217d954SCole Faust void CLScheduler::set_queue(cl::CommandQueue queue)
56*c217d954SCole Faust {
57*c217d954SCole Faust     _queue = std::move(queue);
58*c217d954SCole Faust }
59*c217d954SCole Faust 
set_target(GPUTarget target)60*c217d954SCole Faust void CLScheduler::set_target(GPUTarget target)
61*c217d954SCole Faust {
62*c217d954SCole Faust     _target = target;
63*c217d954SCole Faust }
64*c217d954SCole Faust 
set_tuner(ICLTuner * tuner)65*c217d954SCole Faust void CLScheduler::set_tuner(ICLTuner *tuner)
66*c217d954SCole Faust {
67*c217d954SCole Faust     _cl_tuner = tuner;
68*c217d954SCole Faust }
69*c217d954SCole Faust 
sync()70*c217d954SCole Faust void CLScheduler::sync()
71*c217d954SCole Faust {
72*c217d954SCole Faust     _queue.finish();
73*c217d954SCole Faust }
74*c217d954SCole Faust 
enqueue_sync_event()75*c217d954SCole Faust cl::Event CLScheduler::enqueue_sync_event()
76*c217d954SCole Faust {
77*c217d954SCole Faust     cl::Event event;
78*c217d954SCole Faust     _queue.enqueueMarker(&event);
79*c217d954SCole Faust     return event;
80*c217d954SCole Faust }
81*c217d954SCole Faust 
tune_kernel_static(ICLKernel & kernel)82*c217d954SCole Faust void CLScheduler::tune_kernel_static(ICLKernel &kernel)
83*c217d954SCole Faust {
84*c217d954SCole Faust     if(_cl_tuner != nullptr)
85*c217d954SCole Faust     {
86*c217d954SCole Faust         _cl_tuner->tune_kernel_static(kernel);
87*c217d954SCole Faust     }
88*c217d954SCole Faust }
89*c217d954SCole Faust 
is_initialised() const90*c217d954SCole Faust bool CLScheduler::is_initialised() const
91*c217d954SCole Faust {
92*c217d954SCole Faust     return _is_initialised;
93*c217d954SCole Faust }
94*c217d954SCole Faust 
95*c217d954SCole Faust std::once_flag CLScheduler::_initialize_symbols;
96*c217d954SCole Faust 
CLScheduler()97*c217d954SCole Faust CLScheduler::CLScheduler()
98*c217d954SCole Faust     : _context(), _queue(), _target(GPUTarget::MIDGARD), _is_initialised(false), _cl_tuner(nullptr), _gemm_heuristics(nullptr), _backend_type(CLBackendType::Native), _job_chaining_enabled(false),
99*c217d954SCole Faust       _job_chaining_size(), _job_chaining_count(0)
100*c217d954SCole Faust {
101*c217d954SCole Faust }
102*c217d954SCole Faust 
get()103*c217d954SCole Faust CLScheduler &CLScheduler::get()
104*c217d954SCole Faust {
105*c217d954SCole Faust     std::call_once(_initialize_symbols, opencl_is_available);
106*c217d954SCole Faust     static CLScheduler scheduler;
107*c217d954SCole Faust     return scheduler;
108*c217d954SCole Faust }
109*c217d954SCole Faust 
default_init_with_context(cl::Device & device,cl::Context & ctx,ICLTuner * cl_tuner,CLGEMMHeuristicsHandle * gemm_h)110*c217d954SCole Faust void CLScheduler::default_init_with_context(cl::Device &device, cl::Context &ctx, ICLTuner *cl_tuner, CLGEMMHeuristicsHandle *gemm_h)
111*c217d954SCole Faust {
112*c217d954SCole Faust     if(!_is_initialised)
113*c217d954SCole Faust     {
114*c217d954SCole Faust         const std::string cl_kernels_folder("./cl_kernels/");
115*c217d954SCole Faust         cl::CommandQueue  queue = cl::CommandQueue(ctx, device);
116*c217d954SCole Faust         CLKernelLibrary::get().init(cl_kernels_folder, ctx, device);
117*c217d954SCole Faust         init(ctx, queue, device, cl_tuner, gemm_h);
118*c217d954SCole Faust         _cl_tuner = cl_tuner;
119*c217d954SCole Faust     }
120*c217d954SCole Faust }
121*c217d954SCole Faust 
default_init(ICLTuner * cl_tuner,CLGEMMHeuristicsHandle * gemm_h,CLBackendType cl_backend_type)122*c217d954SCole Faust void CLScheduler::default_init(ICLTuner *cl_tuner, CLGEMMHeuristicsHandle *gemm_h, CLBackendType cl_backend_type)
123*c217d954SCole Faust {
124*c217d954SCole Faust     if(!_is_initialised)
125*c217d954SCole Faust     {
126*c217d954SCole Faust         cl::Context ctx;
127*c217d954SCole Faust         cl::Device  dev;
128*c217d954SCole Faust         cl_int      err;
129*c217d954SCole Faust         std::tie(ctx, dev, err) = create_opencl_context_and_device(cl_backend_type);
130*c217d954SCole Faust         ARM_COMPUTE_ERROR_ON_MSG(err != CL_SUCCESS, "Failed to create OpenCL context");
131*c217d954SCole Faust         cl::CommandQueue queue = cl::CommandQueue(ctx, dev);
132*c217d954SCole Faust         CLKernelLibrary::get().init("./cl_kernels/", ctx, dev);
133*c217d954SCole Faust         init(ctx, queue, dev, cl_tuner, gemm_h);
134*c217d954SCole Faust     }
135*c217d954SCole Faust 
136*c217d954SCole Faust     // Set CL tuner and GEMM heuristics
137*c217d954SCole Faust     _cl_tuner        = cl_tuner;
138*c217d954SCole Faust     _gemm_heuristics = gemm_h;
139*c217d954SCole Faust }
140*c217d954SCole Faust 
default_reinit(ICLTuner * cl_tuner,CLGEMMHeuristicsHandle * gemm_h,CLBackendType cl_backend_type)141*c217d954SCole Faust void CLScheduler::default_reinit(ICLTuner *cl_tuner, CLGEMMHeuristicsHandle *gemm_h, CLBackendType cl_backend_type)
142*c217d954SCole Faust {
143*c217d954SCole Faust     _is_initialised = false;
144*c217d954SCole Faust 
145*c217d954SCole Faust     default_init(cl_tuner, gemm_h, cl_backend_type);
146*c217d954SCole Faust }
147*c217d954SCole Faust 
set_context(cl::Context context)148*c217d954SCole Faust void CLScheduler::set_context(cl::Context context)
149*c217d954SCole Faust {
150*c217d954SCole Faust     _context = std::move(context);
151*c217d954SCole Faust     CLKernelLibrary::get().set_context(_context);
152*c217d954SCole Faust }
153*c217d954SCole Faust 
init(cl::Context context,cl::CommandQueue queue,const cl::Device & device,ICLTuner * cl_tuner,CLGEMMHeuristicsHandle * gemm_h,CLBackendType cl_backend_type)154*c217d954SCole Faust void CLScheduler::init(cl::Context context, cl::CommandQueue queue, const cl::Device &device, ICLTuner *cl_tuner, CLGEMMHeuristicsHandle *gemm_h, CLBackendType cl_backend_type)
155*c217d954SCole Faust {
156*c217d954SCole Faust     set_context(std::move(context));
157*c217d954SCole Faust     _queue           = std::move(queue);
158*c217d954SCole Faust     _target          = get_target_from_device(device);
159*c217d954SCole Faust     _is_initialised  = true;
160*c217d954SCole Faust     _cl_tuner        = cl_tuner;
161*c217d954SCole Faust     _gemm_heuristics = gemm_h;
162*c217d954SCole Faust     _backend_type    = cl_backend_type;
163*c217d954SCole Faust }
164*c217d954SCole Faust 
enqueue_common(ICLKernel & kernel,ITensorPack & tensors,bool flush)165*c217d954SCole Faust void CLScheduler::enqueue_common(ICLKernel &kernel, ITensorPack &tensors, bool flush)
166*c217d954SCole Faust {
167*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON_MSG(!_is_initialised,
168*c217d954SCole Faust                              "The CLScheduler is not initialised yet! Please call the CLScheduler::get().default_init(), \
169*c217d954SCole Faust                              or CLScheduler::get()::init() and CLKernelLibrary::get()::init() function before running functions!");
170*c217d954SCole Faust 
171*c217d954SCole Faust     const bool inject_memory = !tensors.empty();
172*c217d954SCole Faust 
173*c217d954SCole Faust     // Tune the kernel if the CLTuner has been provided
174*c217d954SCole Faust     if(_cl_tuner != nullptr)
175*c217d954SCole Faust     {
176*c217d954SCole Faust         inject_memory ? _cl_tuner->tune_kernel_dynamic(kernel, tensors) : _cl_tuner->tune_kernel_dynamic(kernel);
177*c217d954SCole Faust     }
178*c217d954SCole Faust 
179*c217d954SCole Faust     // Run kernel
180*c217d954SCole Faust     inject_memory ? kernel.run_op(tensors, kernel.window(), _queue) : kernel.run(kernel.window(), _queue);
181*c217d954SCole Faust     if(_job_chaining_enabled)
182*c217d954SCole Faust     {
183*c217d954SCole Faust         ++_job_chaining_count;
184*c217d954SCole Faust     }
185*c217d954SCole Faust 
186*c217d954SCole Faust     flush_queue(flush);
187*c217d954SCole Faust }
188*c217d954SCole Faust 
flush_queue(bool flush)189*c217d954SCole Faust void CLScheduler::flush_queue(bool flush)
190*c217d954SCole Faust {
191*c217d954SCole Faust     if(_job_chaining_enabled)
192*c217d954SCole Faust     {
193*c217d954SCole Faust         if(_job_chaining_count >= _job_chaining_size)
194*c217d954SCole Faust         {
195*c217d954SCole Faust             _job_chaining_count = 0;
196*c217d954SCole Faust             _queue.flush();
197*c217d954SCole Faust         }
198*c217d954SCole Faust     }
199*c217d954SCole Faust     else if(flush)
200*c217d954SCole Faust     {
201*c217d954SCole Faust         _queue.flush();
202*c217d954SCole Faust     }
203*c217d954SCole Faust }
204*c217d954SCole Faust 
enqueue(ICLKernel & kernel,bool flush)205*c217d954SCole Faust void CLScheduler::enqueue(ICLKernel &kernel, bool flush)
206*c217d954SCole Faust {
207*c217d954SCole Faust     ITensorPack pack;
208*c217d954SCole Faust     enqueue_common(kernel, pack, flush);
209*c217d954SCole Faust }
210*c217d954SCole Faust 
enqueue_op(ICLKernel & kernel,ITensorPack & tensors,bool flush)211*c217d954SCole Faust void CLScheduler::enqueue_op(ICLKernel &kernel, ITensorPack &tensors, bool flush)
212*c217d954SCole Faust {
213*c217d954SCole Faust     enqueue_common(kernel, tensors, flush);
214*c217d954SCole Faust }
215*c217d954SCole Faust 
enable_job_chaining(int job_chaining_size)216*c217d954SCole Faust void CLScheduler::enable_job_chaining(int job_chaining_size)
217*c217d954SCole Faust {
218*c217d954SCole Faust     _job_chaining_enabled = true;
219*c217d954SCole Faust     _job_chaining_size    = job_chaining_size;
220*c217d954SCole Faust }
221*c217d954SCole Faust } // namespace arm_compute
222