rocm-systems/catch/unit/graph/hipStreamCaptureExtModuleLaunchKernel.cc

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#include <math.h>
#include "hip/hip_ext.h"
#include <hip_test_common.hh>
#include <hip_test_checkers.hh>
#include <hip_test_kernels.hh>
#include <sys/stat.h>
#if !defined(S_IFREG) && defined(_S_IFREG)
#define S_IFREG _S_IFREG
#endif

struct gridblockDim {
  unsigned int gridX;
  unsigned int gridY;
  unsigned int gridZ;
  unsigned int blockX;
  unsigned int blockY;
  unsigned int blockZ;
};
class GraphModuleLaunchKernel {
  int N = 64;
  int SIZE = N*N;
  int *A, *B, *C;
  hipDeviceptr_t *Ad, *Bd;
  hipStream_t stream1, stream2;
  hipModule_t module;
  hipFunction_t multKernel;
  struct {
    void* _Ad;
    void* _Bd;
    void* _Cd;
    int _n;
  } args1, args2;
  size_t size1, size2;

  static constexpr char matmulK[] = "matmulK";

 public :
  GraphModuleLaunchKernel() {
    allocateMemory();
    moduleLoad();
  }

  ~GraphModuleLaunchKernel() {
    deAllocateMemory();
  }

  void allocateMemory();
  void deAllocateMemory();
  void moduleLoad();
  bool extModuleKernelExecutionMatmul();
  bool extModuleKernelExecutionMatmulwithStreamCapture(bool LaunchByDifferentStream = false);
  static constexpr char fileName[] = "hipMatMul.code";
};

void GraphModuleLaunchKernel::allocateMemory() {
  A = new int[N*N*sizeof(int)];
  B = new int[N*N*sizeof(int)];
  for (int i=0; i < N; i++) {
    for (int j=0; j < N; j++) {
      A[i*N +j] = 1;
      B[i*N +j] = 1;
    }
  }
  HIPCHECK(hipStreamCreate(&stream1));
  HIPCHECK(hipStreamCreate(&stream2));
  HIPCHECK(hipMalloc(reinterpret_cast<void**>(&Ad),
           SIZE*sizeof(int)));
  HIPCHECK(hipMalloc(reinterpret_cast<void**>(&Bd),
           SIZE*sizeof(int)));
  HIPCHECK(hipHostMalloc(reinterpret_cast<void**>(&C), SIZE*sizeof(int)));
  HIPCHECK(hipMemcpy(Ad, A, SIZE*sizeof(int), hipMemcpyHostToDevice));
  HIPCHECK(hipMemcpy(Bd, B, SIZE*sizeof(int), hipMemcpyHostToDevice));
  args1._Ad = Ad;
  args1._Bd = Bd;
  args1._Cd = C;
  args1._n  = N;
  args2._Ad = NULL;
  args2._Bd = NULL;
  args2._Cd = NULL;
  args2._n  = 0;
  size1 = sizeof(args1);
  size2 = sizeof(args2);
}

void GraphModuleLaunchKernel::moduleLoad() {
  HIPCHECK(hipModuleLoad(&module, fileName));
  HIPCHECK(hipModuleGetFunction(&multKernel, module, matmulK));
}

void GraphModuleLaunchKernel::deAllocateMemory() {
  HIPCHECK(hipStreamDestroy(stream1));
  HIPCHECK(hipStreamDestroy(stream2));
  delete[] A;
  delete[] B;
  HIPCHECK(hipFree(Ad));
  HIPCHECK(hipFree(Bd));
  HIPCHECK(hipHostFree(C));
  HIPCHECK(hipModuleUnload(module));
}

bool GraphModuleLaunchKernel::extModuleKernelExecutionMatmul() {
  bool testStatus = true;
  int mismatch = 0;
  void* config1[] = {HIP_LAUNCH_PARAM_BUFFER_POINTER, &args1,
                     HIP_LAUNCH_PARAM_BUFFER_SIZE, &size1,
                     HIP_LAUNCH_PARAM_END};
  HIPCHECK(hipExtModuleLaunchKernel(multKernel, N, N, 1, 32, 32 , 1, 0,
                                    stream1, NULL,
                                    reinterpret_cast<void**>(&config1),
                                    NULL, NULL, 0));
  HIPCHECK(hipStreamSynchronize(stream1));

  for (int i = 0; i < N; i++) {
    for (int j = 0; j < N; j++) {
      if (C[i*N + j] != N)
        mismatch++;
    }
  }
  if (mismatch) {
    printf("Test failed: the result of matrix multiplications incorrect.\n");
    testStatus = false;
  }
  return testStatus;
}

bool GraphModuleLaunchKernel::extModuleKernelExecutionMatmulwithStreamCapture(bool LaunchByDifferentStream) {
  bool testStatus = true;
  int mismatch = 0;

  hipGraph_t graph{nullptr};
  hipGraphExec_t graphExec{nullptr};

  HIP_CHECK(hipStreamBeginCapture(stream1, hipStreamCaptureModeGlobal));

  void* config1[] = {HIP_LAUNCH_PARAM_BUFFER_POINTER, &args1,
                     HIP_LAUNCH_PARAM_BUFFER_SIZE, &size1,
                     HIP_LAUNCH_PARAM_END};

  HIPCHECK(hipExtModuleLaunchKernel(multKernel, N, N, 1, 32, 32 , 1, 0,
                                    stream1, NULL,
                                    reinterpret_cast<void**>(&config1),
                                    NULL, NULL, 0));

  HIP_CHECK(hipStreamEndCapture(stream1, &graph));

  // Validate end capture is successful
  REQUIRE(graph != nullptr);

  HIP_CHECK(hipGraphInstantiate(&graphExec, graph, nullptr, nullptr, 0));
  REQUIRE(graphExec != nullptr);

  // Replay the recorded sequence
  HIP_CHECK(hipGraphLaunch(graphExec, LaunchByDifferentStream ? stream2 : stream1));

  HIP_CHECK(hipStreamSynchronize(LaunchByDifferentStream ? stream2 : stream1));

  HIP_CHECK(hipGraphExecDestroy(graphExec));
  HIP_CHECK(hipGraphDestroy(graph));

  for (int i = 0; i < N; i++) {
    for (int j = 0; j < N; j++) {
      if (C[i*N + j] != N)
        mismatch++;
    }
  }
  if (mismatch) {
    printf("Test failed: the result of matrix multiplications incorrect.\n");
    testStatus = false;
  }
  return testStatus;
}

TEST_CASE("Unit_hipStreamCapture_ExtModuleLaunchKernel") {
  struct stat fileStat;
  if (stat(GraphModuleLaunchKernel::fileName, &fileStat)
      || !(fileStat.st_mode & S_IFREG)) {
    FAIL("module file " << GraphModuleLaunchKernel::fileName
         << " doesn't exist! aborted! \n"
         << "To generate the file, type\n"
         << "/opt/rocm/hip/bin/hipcc --genco hipMatMul.cc -o hipMatMul.code");
    return;
  }
  HIPCHECK(hipSetDevice(0));
  GraphModuleLaunchKernel kernelLaunch;

  SECTION("extModuleKernelExecutionMatmul") {
    REQUIRE(kernelLaunch.extModuleKernelExecutionMatmul());
  }

  SECTION("extModuleKernelExecutionMatmul_withStreamCapture") {
    REQUIRE(kernelLaunch.extModuleKernelExecutionMatmulwithStreamCapture());
  }

  SECTION("extModuleKernelExecutionMatmul_withStreamCapture_launchByDifferentStream") {
    REQUIRE(kernelLaunch.extModuleKernelExecutionMatmulwithStreamCapture(true));
  }
}