tinn_api/src/ocl_device.cpp

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  28
  29
  30 #include <cstdlib>
  31 #include <cassert>
  32 using std::size_t;
  33
  34 #include <iostream>
  35
  36 #include "ocl_device.h"
  37 #include "ocl_util.h"
  38 #include "trace.h"
  39 #include "../dsp/ocl_wrapper.dsp_h"
  40
  41 using namespace tinn;
  42
  43 static const char* error2string(cl_int err);
  44 static void        errorCheck(cl_int ret, int line);
  45
  46 Device::Device(cl_device_type t, const DeviceIds& ids):
  47                 device_type_m(t), device_ids_m(ids)
  48 {
  49     TRACE::print("\tOCL Device: %s created\n",
  50               device_type_m == CL_DEVICE_TYPE_ACCELERATOR ? "DSP" :
  51               device_type_m == CL_DEVICE_TYPE_CUSTOM ? "DLA" : "Unknown");
  52
  53     for (int i = 0; i < MAX_DEVICES; i++)
  54         queue_m[i] = nullptr;
  55
  56 }
  57
  58 DspDevice::DspDevice(const DeviceIds& ids, const std::string &binary_filename):
  59               Device(CL_DEVICE_TYPE_ACCELERATOR, ids)
  60 {
  61     cl_uint num_devices_found;
  62     cl_device_id device_ids[MAX_DEVICES];
  63
  64     cl_int errcode = clGetDeviceIDs(0,               // platform
  65                              device_type_m,          // device_type
  66                              MAX_DEVICES,            // num_entries
  67                              device_ids,             // devices
  68                              &num_devices_found);    // num_devices
  69     errorCheck(errcode, __LINE__);
  70
  71     if (num_devices_found != 1)
  72         throw Exception("OpenCL DSP device not found",
  73                         __FILE__, __FUNCTION__, __LINE__);
  74
  75     cl_int num_compute_units;
  76     errcode = clGetDeviceInfo(device_ids[0],
  77                               CL_DEVICE_MAX_COMPUTE_UNITS,
  78                               sizeof(num_compute_units),
  79                               &num_compute_units,
  80                               nullptr);
  81
  82     if (num_compute_units == 1)
  83     {
  84         context_m = clCreateContextFromType(0,              // properties
  85                                             device_type_m,  // device_type
  86                                             0,              // pfn_notify
  87                                             0,              // user_data
  88                                             &errcode);
  89         errorCheck(errcode, __LINE__);
  90
  91         // Queue 0 on device 0
  92         queue_m[0] = clCreateCommandQueue(context_m,
  93                                           device_ids[0],
  94                                           0,
  95                                           &errcode);
  96         errorCheck(errcode, __LINE__);
  97         BuildProgramFromBinary(binary_filename, device_ids, 1);
  98     }
  99     else
 100     {
 101         const cl_uint NUM_SUB_DEVICES = 2;
 102
 103         // Create 2 sub-device's, each consisting of a C66x DSP
 104         cl_device_partition_property properties[3] =
 105                                         { CL_DEVICE_PARTITION_EQUALLY, 1, 0 };
 106
 107         // Query the number of sub-devices that can be created
 108         cl_uint n_sub_devices = 0;
 109         errcode = clCreateSubDevices(device_ids[0],      // in_device
 110                                      properties,         // properties
 111                                      0,                  // num_devices
 112                                      NULL,               // out_devices
 113                                      &n_sub_devices);    // num_devices_ret
 114         errorCheck(errcode, __LINE__);
 115
 116         assert(n_sub_devices == NUM_SUB_DEVICES);
 117
 118         // Create the sub-devices
 119         cl_device_id sub_devices[NUM_SUB_DEVICES] = {0, 0};
 120         errcode = clCreateSubDevices(device_ids[0],        // in_device
 121                                      properties,           // properties
 122                                      n_sub_devices,        // num_devices
 123                                      sub_devices,          // out_devices
 124                                      nullptr);             // num_devices_ret
 125         errorCheck(errcode, __LINE__);
 126
 127         // Create a context containing the sub-devices
 128         context_m = clCreateContext(NULL,               // properties
 129                                     NUM_SUB_DEVICES,    // num_devices
 130                                     sub_devices,        // devices
 131                                     NULL,               // pfn_notify
 132                                     NULL,               // user_data
 133                                     &errcode);          // errcode_ret
 134         errorCheck(errcode, __LINE__);
 135
 136         // Create queues to each sub-device
 137         for (auto id : device_ids_m)
 138         {
 139             int index = static_cast<int>(id);
 140             queue_m[index] = clCreateCommandQueue(context_m,
 141                                           sub_devices[index],
 142                                           0,
 143                                           &errcode);
 144             errorCheck(errcode, __LINE__);
 145         }
 146
 147         BuildProgramFromBinary(binary_filename, sub_devices, NUM_SUB_DEVICES);
 148     }
 149
 150     errcode = clGetDeviceInfo(device_ids[0],
 151                                 CL_DEVICE_MAX_CLOCK_FREQUENCY,
 152                                 sizeof(freq_in_mhz_m),
 153                                 &freq_in_mhz_m,
 154                                 nullptr);
 155     errorCheck(errcode, __LINE__);
 156 }
 157
 158
 159 EveDevice::EveDevice(const DeviceIds& ids, const std::string &kernel_names):
 160             Device(CL_DEVICE_TYPE_CUSTOM, ids)
 161 {
 162     cl_uint num_devices_found;
 163     cl_device_id all_device_ids[MAX_DEVICES];
 164
 165     // Find all the OpenCL devices available of the given type
 166     cl_int errcode = clGetDeviceIDs(0,              // platform
 167                              device_type_m,         // device_type
 168                              MAX_DEVICES,           // num_entries
 169                              all_device_ids,        // devices
 170                              &num_devices_found);   // num_devices
 171     errorCheck(errcode, __LINE__);
 172
 173     assert (num_devices_found >= device_ids_m.size());
 174
 175     context_m = clCreateContextFromType(0,              // properties
 176                                         device_type_m,  // device_type
 177                                         0,              // pfn_notify
 178                                         0,              // user_data
 179                                         &errcode);
 180     errorCheck(errcode, __LINE__);
 181
 182
 183     // Create command queues to OpenCL devices specified by the
 184     // device_ids_m set.
 185     for (auto id : device_ids_m)
 186     {
 187         int index = static_cast<int>(id);
 188         queue_m[index] = clCreateCommandQueue(context_m,
 189                                       all_device_ids[index],
 190                                       0,
 191                                       &errcode);
 192         errorCheck(errcode, __LINE__);
 193     }
 194
 195     BuildProgramFromBinary(kernel_names, all_device_ids, device_ids_m.size());
 196
 197     errcode = clGetDeviceInfo(all_device_ids[0],
 198                                 CL_DEVICE_MAX_CLOCK_FREQUENCY,
 199                                 sizeof(freq_in_mhz_m),
 200                                 &freq_in_mhz_m,
 201                                 nullptr);
 202     errorCheck(errcode, __LINE__);
 203 }
 204
 205
 206 bool DspDevice::BuildProgramFromBinary(const std::string &BFN,
 207                                        cl_device_id device_ids[],
 208                                        int num_devices)
 209 {
 210     size_t bin_len = ocl_wrapper_dsp_bin_len;
 211
 212     assert (bin_len != 0);
 213
 214     // Casting to make ocl_read_binary work with clCreateProgramWithBinary
 215     const unsigned char *bin_arrc = reinterpret_cast <const unsigned char *>
 216                                     (ocl_wrapper_dsp_bin);
 217
 218     size_t lengths[num_devices];
 219     for (int i=0; i < num_devices; i++) lengths[i] = bin_len;
 220
 221     const unsigned char* binaries[num_devices];
 222     for (int i=0; i < num_devices; i++) binaries[i] = bin_arrc;
 223
 224     cl_int err;
 225     program_m = clCreateProgramWithBinary(context_m,
 226                                           num_devices,
 227                                           device_ids,          // device_list
 228                                           lengths,
 229                                           binaries,
 230                                           0,                   // binary_status
 231                                           &err);
 232     errorCheck(err, __LINE__);
 233
 234     const char *options = "";
 235     err = clBuildProgram(program_m, num_devices, device_ids, options, 0, 0);
 236     errorCheck(err, __LINE__);
 237
 238     return true;
 239 }
 240
 241 bool EveDevice::BuildProgramFromBinary(const std::string& kernel_names,
 242                                        cl_device_id device_ids[],
 243                                        int num_devices)
 244 {
 245     cl_int err;
 246     cl_device_id executor_device_ids[MAX_DEVICES];
 247
 248     int i = 0;
 249     for (auto id : device_ids_m)
 250         executor_device_ids[i++] = device_ids[static_cast<int>(id)];
 251
 252     program_m = clCreateProgramWithBuiltInKernels(context_m,
 253                                           num_devices,
 254                                           executor_device_ids,  // device_list
 255                                           kernel_names.c_str(),
 256                                           &err);
 257     errorCheck(err, __LINE__);
 258
 259     return true;
 260 }
 261
 262 Kernel::Kernel(Device* device, const std::string& name,
 263                const KernelArgs& args, uint8_t device_index):
 264            name_m(name), device_m(device), device_index_m(device_index),
 265            is_running_m(false)
 266 {
 267     TRACE::print("Creating kernel %s\n", name.c_str());
 268     cl_int err;
 269     kernel_m = clCreateKernel(device_m->program_m, name_m.c_str(), &err);
 270     errorCheck(err, __LINE__);
 271
 272     int arg_index = 0;
 273     for (auto arg : args)
 274     {
 275         if (!arg.isLocal())
 276         {
 277             if (arg.kind() == ArgInfo::Kind::BUFFER)
 278             {
 279                 cl_mem buffer = device_m->CreateBuffer(arg);
 280
 281                 clSetKernelArg(kernel_m, arg_index++, sizeof(cl_mem), &buffer);
 282                 TRACE::print("  Arg[%d]: %p\n", arg_index-1, buffer);
 283
 284                 buffers_m.push_back(buffer);
 285             }
 286             else if (arg.kind() == ArgInfo::Kind::SCALAR)
 287             {
 288                 clSetKernelArg(kernel_m, arg_index++, arg.size(), arg.ptr());
 289                 TRACE::print("  Arg[%d]: %p\n", arg_index-1, arg.ptr());
 290             }
 291             else
 292             {
 293                 assert ("ArgInfo kind not supported");
 294             }
 295         }
 296         else
 297         {
 298             clSetKernelArg(kernel_m, arg_index++, arg.size(), NULL);
 299             TRACE::print("  Arg[%d]: local, %d\n", arg_index-1, arg.size());
 300         }
 301
 302     }
 303 }
 304
 305 Kernel& Kernel::RunAsync()
 306 {
 307     // Execute kernel
 308     TRACE::print("\tKernel: device %d executing %s\n", device_index_m,
 309                                                        name_m.c_str());
 310     cl_int ret = clEnqueueTask(device_m->queue_m[device_index_m],
 311                                kernel_m, 0, 0, &event_m);
 312     errorCheck(ret, __LINE__);
 313     is_running_m = true;
 314
 315     return *this;
 316 }
 317
 318
 319 bool Kernel::Wait()
 320 {
 321     // Wait called without a corresponding RunAsync
 322     if (!is_running_m)
 323         return false;
 324
 325     TRACE::print("\tKernel: waiting...\n");
 326     cl_int ret = clWaitForEvents(1, &event_m);
 327     errorCheck(ret, __LINE__);
 328     ret = clReleaseEvent(event_m);
 329     errorCheck(ret, __LINE__);
 330     TRACE::print("\tKernel: finished execution\n");
 331
 332     is_running_m = false;
 333     return true;
 334 }
 335
 336 Kernel::~Kernel()
 337 {
 338     for (auto b : buffers_m)
 339         device_m->ReleaseBuffer(b);
 340
 341     clReleaseKernel(kernel_m);
 342 }
 343
 344 cl_mem Device::CreateBuffer(const ArgInfo &Arg)
 345 {
 346     size_t  size     = Arg.size();
 347     void   *host_ptr = Arg.ptr();
 348
 349     bool hostPtrInCMEM = __is_in_malloced_region(host_ptr);
 350
 351     // Conservative till we have sufficient information.
 352     cl_mem_flags flag = CL_MEM_READ_WRITE;
 353
 354     if (hostPtrInCMEM) flag |= CL_MEM_USE_HOST_PTR;
 355     else               flag |= CL_MEM_COPY_HOST_PTR;
 356
 357     cl_int       errcode;
 358     cl_mem buffer = clCreateBuffer(context_m,
 359                                    flag,
 360                                    size,
 361                                    host_ptr,
 362                                    &errcode);
 363     errorCheck(errcode, __LINE__);
 364
 365     TRACE::print("\tOCL Create B:%p\n", buffer);
 366
 367     return buffer;
 368 }
 369
 370 void Device::ReleaseBuffer(cl_mem M)
 371 {
 372     TRACE::print("\tOCL Release B:%p\n", M);
 373     clReleaseMemObject(M);
 374 }
 375
 376 /// Release resources associated with an OpenCL device
 377 Device::~Device()
 378 {
 379     TRACE::print("\tOCL Device: deleted\n");
 380     for (unsigned int i = 0; i < device_ids_m.size(); i++)
 381     {
 382         clFinish(queue_m[i]);
 383         clReleaseCommandQueue (queue_m[i]);
 384     }
 385
 386     clReleaseProgram      (program_m);
 387     clReleaseContext      (context_m);
 388 }
 389
 390 void errorCheck(cl_int ret, int line)
 391 {
 392     if (ret != CL_SUCCESS)
 393     {
 394         std::cerr << "ERROR: [ Line: " << line << "] " << error2string(ret) << std::endl;
 395         exit(ret);
 396     }
 397 }
 398
 399 /// Convert OpenCL error codes to a string
 400 const char* error2string(cl_int err)
 401 {
 402     switch(err)
 403     {
 404          case   0: return "CL_SUCCESS";
 405          case  -1: return "CL_DEVICE_NOT_FOUND";
 406          case  -2: return "CL_DEVICE_NOT_AVAILABLE";
 407          case  -3: return "CL_COMPILER_NOT_AVAILABLE";
 408          case  -4: return "CL_MEM_OBJECT_ALLOCATION_FAILURE";
 409          case  -5: return "CL_OUT_OF_RESOURCES";
 410          case  -6: return "CL_OUT_OF_HOST_MEMORY";
 411          case  -7: return "CL_PROFILING_INFO_NOT_AVAILABLE";
 412          case  -8: return "CL_MEM_COPY_OVERLAP";
 413          case  -9: return "CL_IMAGE_FORMAT_MISMATCH";
 414          case -10: return "CL_IMAGE_FORMAT_NOT_SUPPORTED";
 415          case -11: return "CL_BUILD_PROGRAM_FAILURE";
 416          case -12: return "CL_MAP_FAILURE";
 417
 418          case -30: return "CL_INVALID_VALUE";
 419          case -31: return "CL_INVALID_DEVICE_TYPE";
 420          case -32: return "CL_INVALID_PLATFORM";
 421          case -33: return "CL_INVALID_DEVICE";
 422          case -34: return "CL_INVALID_CONTEXT";
 423          case -35: return "CL_INVALID_QUEUE_PROPERTIES";
 424          case -36: return "CL_INVALID_COMMAND_QUEUE";
 425          case -37: return "CL_INVALID_HOST_PTR";
 426          case -38: return "CL_INVALID_MEM_OBJECT";
 427          case -39: return "CL_INVALID_IMAGE_FORMAT_DESCRIPTOR";
 428          case -40: return "CL_INVALID_IMAGE_SIZE";
 429          case -41: return "CL_INVALID_SAMPLER";
 430          case -42: return "CL_INVALID_BINARY";
 431          case -43: return "CL_INVALID_BUILD_OPTIONS";
 432          case -44: return "CL_INVALID_PROGRAM";
 433          case -45: return "CL_INVALID_PROGRAM_EXECUTABLE";
 434          case -46: return "CL_INVALID_KERNEL_NAME";
 435          case -47: return "CL_INVALID_KERNEL_DEFINITION";
 436          case -48: return "CL_INVALID_KERNEL";
 437          case -49: return "CL_INVALID_ARG_INDEX";
 438          case -50: return "CL_INVALID_ARG_VALUE";
 439          case -51: return "CL_INVALID_ARG_SIZE";
 440          case -52: return "CL_INVALID_KERNEL_ARGS";
 441          case -53: return "CL_INVALID_WORK_DIMENSION";
 442          case -54: return "CL_INVALID_WORK_GROUP_SIZE";
 443          case -55: return "CL_INVALID_WORK_ITEM_SIZE";
 444          case -56: return "CL_INVALID_GLOBAL_OFFSET";
 445          case -57: return "CL_INVALID_EVENT_WAIT_LIST";
 446          case -58: return "CL_INVALID_EVENT";
 447          case -59: return "CL_INVALID_OPERATION";
 448          case -60: return "CL_INVALID_GL_OBJECT";
 449          case -61: return "CL_INVALID_BUFFER_SIZE";
 450          case -62: return "CL_INVALID_MIP_LEVEL";
 451          case -63: return "CL_INVALID_GLOBAL_WORK_SIZE";
 452          default: return "Unknown OpenCL error";
 453     }
 454 }
 455
 456 Device::Ptr Device::Create(DeviceType core_type, const DeviceIds& ids,
 457                            const std::string& name)
 458 {
 459     Device::Ptr p(nullptr);
 460     if (core_type == DeviceType::DSP)
 461         p.reset(new DspDevice(ids, name));
 462     else if (core_type == DeviceType::DLA)
 463         p.reset(new EveDevice(ids, name));
 464
 465     return p;
 466 }
 467
 468 static bool PlatformIsAM57()
 469 {
 470     cl_platform_id id;
 471     cl_int err;
 472
 473     err = clGetPlatformIDs(1, &id, nullptr);
 474     if (err != CL_SUCCESS) return false;
 475
 476     // Check if the device name is AM57
 477     size_t length;
 478     err = clGetPlatformInfo(id, CL_PLATFORM_NAME, 0, nullptr, &length);
 479     if (err != CL_SUCCESS) return false;
 480
 481     std::unique_ptr<char> name(new char[length]);
 482
 483     err = clGetPlatformInfo(id, CL_PLATFORM_NAME, length, name.get(), nullptr);
 484     if (err != CL_SUCCESS) return false;
 485
 486     std::string platform_name(name.get());
 487
 488     if (platform_name.find("AM57") == std::string::npos)
 489         return false;
 490
 491     return true;
 492 }
 493
 494 // TI DL is supported on AM57x - EVE or C66x devices
 495 uint32_t Device::GetNumDevices(DeviceType device_type)
 496 {
 497     if (!PlatformIsAM57()) return 0;
 498
 499     // Convert DeviceType to OpenCL device type
 500     cl_device_type t = (device_type == DeviceType::DLA) ?
 501                                     CL_DEVICE_TYPE_CUSTOM :
 502                                     CL_DEVICE_TYPE_ACCELERATOR;
 503
 504     // Find all the OpenCL devices available
 505     cl_uint num_devices_found;
 506     cl_device_id all_device_ids[MAX_DEVICES];
 507
 508     cl_int errcode = clGetDeviceIDs(0,                   // platform
 509                                     t,                   // device_type
 510                                     MAX_DEVICES,         // num_entries
 511                                     all_device_ids,      // devices
 512                                     &num_devices_found); // num_devices
 513
 514
 515     if (errcode != CL_SUCCESS)            return 0;
 516     if (num_devices_found == 0)           return 0;
 517
 518     // DSP, return the number of compute units since we maintain a
 519     // queue to each compute unit (i.e. C66x DSP)
 520     if (t == CL_DEVICE_TYPE_ACCELERATOR)
 521     {
 522         cl_int num_compute_units;
 523         errcode = clGetDeviceInfo(all_device_ids[0],
 524                                 CL_DEVICE_MAX_COMPUTE_UNITS,
 525                                 sizeof(num_compute_units),
 526                                 &num_compute_units,
 527                                 nullptr);
 528         if (errcode != CL_SUCCESS)
 529             return 0;
 530
 531         return num_compute_units;
 532     }
 533
 534     // EVE, return the number of devices since each EVE is a device
 535     return num_devices_found;
 536 }