Files
Elwazir, Ammar c47e5838f1 [rocprofv3-benchmark] SDK and rocprofv3 Benchmarking Suite (#157)
* Adding Benchmarking Stg1

* config fix

* reset

* add jpeg and decode traces in iteration

* address comments benchmark config files.

* address comments.

* address comments.

* address comments: revert cntrl ctx.

* address comments: revert csv output.

* resolve merge conflits.

* format.

* build fix.

* fix hip runtime api traces.

* loop cb services.

* format.

* bug fix.

* Fix operator>

- public C++ comparison operator

* Update configuration options

- support selected regions (--selected-regions)
- support writing output config json (--output-config)
- update serialization data

* rocprofv3 tool library misc updates

- lambda for starting context
- support for writing config json

* Tool library updates

- Finished support for all benchmarking modes
- Added build spec support to config json

* Fix ROCPROFILER_SOVERSION

- this value should not be multiplied by 10,000

* Minor tweak to rocprofv3

* Benchmarking scripts

* formatting

* Fix duplicate include

* Add reproducible-dispatch-count test app

- used in benchmarking

* registration logging

- report number of registered contexts and active contexts after client initialization

* Serialize environment in rocprofv3 output config

* ROCPROFILER_BUILD_BENCHMARK CMake option

* Update benchmark SQL schema

- hash_id is text
- add md5sum to benchmarked_app
- remove app_id from benchmarked_sdk
- add sdk_id to benchmark_config
- separate hip_trace into hip_runtime_trace and hip_compiler_trace
- use INT instead of INTEGER for MySQL compatibility
- add count column in benchmark_statistics
- allow std_dev to be NULL in benchmark_statistics

* Update rocprofv3-benchmark.py

- use md5 instead of python hash (which includes random seed)
- use args.mysql_database
- compute md5sum of executable
- fix insert_benchmark_config
  - marker trace fixes
  - memory allocation fixes
  - split hip_trace into hip_{runtime,compiler}_trace
- remove app_id from benchmarked_sdk
- support warmup runs
- count field in benchmark_statistics

* Support launcher and environment in YAML

* Update reproducible-dispatch-count.cpp

- support mode which doesn't use hip event timing

* Misc rocprofv3-benchmark.py updates

- fix some MySQL support
- remove some unnecessary logging

* support mysql db.

* Format.

* Updated SQL input files

- moved benchmark_schema.sql to benchmark_table.sql
- added benchmark_views.sql
  - uses {{metric}} syntax for variable substitution

* cmake formatting

* update rocprofv3-benchmark.py

- benchmark config labels
- overhead views

* Encode rocprofv3-benchmark PID in rocprofv3 and timem output files

* Minor tweak to benchmark_views.sql

- include count
- reorder fields for readability

* split statements and use IS if values is NONE.

* use backtick instead of double quotes and add IS before NOT NULL.:

* Adding Mandelbrot Benchmark App

* Adding Dockerfile example

* Update dockerfile

* Update dockerfile

* [SDK] rocprofiler_query_external_correlation_id_request_kind_name

* Execution-profile benchmark mode

* Execution profile SQL support

* Rename mandlebrot folder + misc clang-tidy

* [rocprofv3-benchmark] Execution profile support

* Update installation

* add work dir when setting git revision, useful when building outside src.

* Set FULL_VERSION_STRING and ROCPROFILER_SDK_GIT_REVISION

- when benchmark folder is top-level

* Remove unused python packages from requirements.txt

* Use ldd/pyelftools to include linked libs for md5sum

- also add --filter-benchmark and --filter-rocprofv3 options
- support labeling the rocprofv3 options
- use more argparse groups
- more generic application of filters
- support variable substitution in environment, e.g. PATH=/some/path:$PATH

* Environment improvements

- improve reproducibility when env set via input file vs. shell
- support "environment-ignore" to remove environment variables

* Misc formatting

* Misc. fix

* use backticks for defining new columns name

* Support shuffling the order of benchmark modes/rocprofv3 args

* Address review comments

* Update Dockerfile

- rename to Dockerfile
- reduce to one layer

* Support docker build arg BRANCH

---------

Co-authored-by: Ammar ELWazir <aelwazir@amd.com>
Co-authored-by: Kandula, Venkateshwar reddy <Venkateshwarreddy.Kandula@amd.com>
Co-authored-by: Venkateshwar Reddy Kandula <vkandula@amd.com>
Co-authored-by: Madsen, Jonathan <Jonathan.Madsen@amd.com>
Co-authored-by: Jonathan R. Madsen <jonathanrmadsen@gmail.com>

[ROCm/rocprofiler-sdk commit: 6f17da7ade]
2025-05-13 16:18:23 -05:00

734 wiersze
22 KiB
C++

/*
Copyright (c) 2015 - 2021 Advanced Micro Devices, Inc. All rights reserved.
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
THE SOFTWARE.
*/
/*
* File is intended to C and CPP compliant hence any CPP specic changes
* should be added into CPP section
*
*/
#pragma once
#ifdef __cplusplus
# include <iomanip>
# include <iostream>
# if __CUDACC__
# include <sys/time.h>
# else
# include <chrono>
# endif
#endif
// ************************ GCC section **************************
#include <stddef.h>
#include "hip/hip_runtime.h"
#include "hip/hip_runtime_api.h"
#define HC __attribute__((hc))
#define KNRM "\x1B[0m"
#define KRED "\x1B[31m"
#define KGRN "\x1B[32m"
#define KYEL "\x1B[33m"
#define KBLU "\x1B[34m"
#define KMAG "\x1B[35m"
#define KCYN "\x1B[36m"
#define KWHT "\x1B[37m"
// HIP Skip Return code set at cmake
#define HIP_SKIP_RETURN_CODE 127
#define HIP_ENABLE_SKIP_TESTS 0
// Recommended thresholds for Tests
#define MAX_THREADS 100
inline bool
hip_skip_tests_enabled()
{
return HIP_ENABLE_SKIP_TESTS;
}
inline int
hip_skip_retcode()
{
// HIP Skip Return code set at cmake
return HIP_SKIP_RETURN_CODE;
}
// This must be called in the end of main() to indicate test passed with success.
// If it's called somewhere else, compiling issues or unexpected result will arise.
#define passed() \
printf("%sPASSED!%s\n", KGRN, KNRM); \
return 0;
// The real "assert" would have written to stderr. But it is
// sufficient to just fflush here without getting pedantic. This also
// ensures that we don't lose any earlier writes to stdout.
#define failed(...) \
printf("%serror: ", KRED); \
printf(__VA_ARGS__); \
printf("\n"); \
printf("error: TEST FAILED\n%s", KNRM); \
fflush(NULL); \
abort();
#define warn(...) \
printf("%swarn: ", KYEL); \
printf(__VA_ARGS__); \
printf("\n"); \
printf("warn: TEST WARNING\n%s", KNRM);
#define HIP_PRINT_STATUS(status) \
std::cout << hipGetErrorName(status) << " at line: " << __LINE__ << std::endl;
#define HIPCHECK(error) \
{ \
hipError_t localError = error; \
if((localError != hipSuccess) && (localError != hipErrorPeerAccessAlreadyEnabled)) \
{ \
printf("%serror: '%s'(%d) from %s at %s:%d%s\n", \
KRED, \
hipGetErrorString(localError), \
localError, \
#error, \
__FILE__, \
__LINE__, \
KNRM); \
failed("API returned error code."); \
} \
}
#define HIPASSERT(condition) \
if(!(condition)) \
{ \
failed("%sassertion %s at %s:%d%s \n", KRED, #condition, __FILE__, __LINE__, KNRM); \
}
#define HIPCHECK_API(API_CALL, EXPECTED_ERROR) \
{ \
hipError_t _e = (API_CALL); \
if(_e != (EXPECTED_ERROR)) \
{ \
failed("%sAPI '%s' returned %d(%s) but test expected %d(%s) at %s:%d%s \n", \
KRED, \
#API_CALL, \
_e, \
hipGetErrorName(_e), \
EXPECTED_ERROR, \
hipGetErrorName(EXPECTED_ERROR), \
__FILE__, \
__LINE__, \
KNRM); \
} \
}
#define HIPCHECK_RETURN_ONFAIL(func) \
do \
{ \
hipError_t herror = (func); \
if(herror != hipSuccess) \
{ \
return herror; \
} \
} while(0);
#ifdef _WIN64
# include <tchar.h>
# define aligned_alloc(x, y) _aligned_malloc(y, x)
# define aligned_free(x) _aligned_free(x)
# define popen(x, y) _popen(x, y)
# define pclose(x) _pclose(x)
# define setenv(x, y, z) _putenv_s(x, y)
# define unsetenv _putenv
# define fileno(x) _fileno(x)
# define dup(x) _dup(x)
# define dup2(x, y) _dup2(x, y)
# define pipe(x, y, z) _pipe(x, y, z)
# define sleep(x) _sleep(x)
#else
# define aligned_free(x) free(x)
#endif
// standard command-line variables:
extern size_t N;
extern char memsetval;
extern int memsetD32val;
extern short memsetD16val;
extern char memsetD8val;
extern int iterations;
extern unsigned blocksPerCU;
extern unsigned threadsPerBlock;
extern int textureFilterMode;
extern int p_gpuDevice;
extern unsigned p_verbose;
extern int p_tests;
extern int debug_test;
extern const char* HIP_VISIBLE_DEVICES_STR;
extern const char* CUDA_VISIBLE_DEVICES_STR;
extern const char* PATH_SEPERATOR_STR;
extern const char* NULL_DEVICE;
// ********************* CPP section *********************
#ifdef __cplusplus
# ifdef __HIP_PLATFORM_HCC
# define TYPENAME(T) typeid(T).name()
# else
# define TYPENAME(T) "?"
# endif
# ifdef _WIN64
int
rand_r(unsigned int* s);
# endif
// Get Optimal Thread count size
size_t
getHostThreadCount(const size_t memPerThread = 200 /* MB */, const size_t maxThreads = 0);
namespace HipTest
{
// Returns the current system time in microseconds
inline long long
get_time()
{
# if __CUDACC__
struct timeval tv;
gettimeofday(&tv, 0);
return (tv.tv_sec * 1000000) + tv.tv_usec;
# else
return std::chrono::high_resolution_clock::now().time_since_epoch() /
std::chrono::microseconds(1);
# endif
}
double
elapsed_time(long long startTimeUs, long long stopTimeUs);
int
parseSize(const char* str, size_t* output);
int
parseUInt(const char* str, unsigned int* output);
int
parseInt(const char* str, int* output);
int
parseStandardArguments(int argc, char* argv[], bool failOnUndefinedArg);
unsigned
setNumBlocks(unsigned blocksPerCU, unsigned threadsPerBlock, size_t N);
template <typename T> // pointer type
void
checkArray(T hData, T hOutputData, size_t width, size_t height, size_t depth)
{
for([[maybe_unused]] size_t i = 0; i < depth; i++)
{
for([[maybe_unused]] size_t j = 0; j < height; j++)
{
for([[maybe_unused]] size_t k = 0; k < width; k++)
{
int offset = i * width * height + j * width + k;
if(hData[offset] != hOutputData[offset])
{
std::cerr << '[' << i << ',' << j << ',' << k << "]:" << hData[offset] << "----"
<< hOutputData[offset] << " ";
failed("mistmatch at:%d %d %d", i, j, k);
}
}
}
}
}
template <typename T>
void
checkArray(T input, T output, size_t height, size_t width)
{
for(size_t i = 0; i < height; i++)
{
for(size_t j = 0; j < width; j++)
{
int offset = i * width + j;
if(input[offset] != output[offset])
{
std::cerr << '[' << i << ',' << j << ',' << "]:" << input[offset] << "----"
<< output[offset] << " ";
failed("mistmatch at:%d %d", i, j);
}
}
}
}
template <typename T>
__global__ void
vectorADD(const T* A_d, const T* B_d, T* C_d, size_t NELEM)
{
size_t offset = (blockIdx.x * blockDim.x + threadIdx.x);
size_t stride = blockDim.x * gridDim.x;
for(size_t i = offset; i < NELEM; i += stride)
{
C_d[i] = A_d[i] + B_d[i];
}
}
template <typename T>
__global__ void
vectorADDReverse(const T* A_d, const T* B_d, T* C_d, size_t NELEM)
{
size_t offset = (blockIdx.x * blockDim.x + threadIdx.x);
size_t stride = blockDim.x * gridDim.x;
for(int64_t i = NELEM - stride + offset; i >= 0; i -= stride)
{
C_d[i] = A_d[i] + B_d[i];
}
}
template <typename T>
__global__ void
addCount(const T* A_d, T* C_d, size_t NELEM, int count)
{
size_t offset = (blockIdx.x * blockDim.x + threadIdx.x);
size_t stride = blockDim.x * gridDim.x;
// Deliberately do this in an inefficient way to increase kernel runtime
for(int i = 0; i < count; i++)
{
for(size_t i = offset; i < NELEM; i += stride)
{
C_d[i] = A_d[i] + (T) count;
}
}
}
template <typename T>
__global__ void
addCountReverse(const T* A_d, T* C_d, int64_t NELEM, int count)
{
size_t offset = (blockIdx.x * blockDim.x + threadIdx.x);
size_t stride = blockDim.x * gridDim.x;
// Deliberately do this in an inefficient way to increase kernel runtime
for(int i = 0; i < count; i++)
{
for(int64_t i = NELEM - stride + offset; i >= 0; i -= stride)
{
C_d[i] = A_d[i] + (T) count;
}
}
}
template <typename T>
__global__ void
memsetReverse(T* C_d, T val, int64_t NELEM)
{
size_t offset = (blockIdx.x * blockDim.x + threadIdx.x);
size_t stride = blockDim.x * gridDim.x;
for(int64_t i = NELEM - stride + offset; i >= 0; i -= stride)
{
C_d[i] = val;
}
}
template <typename T>
void
setDefaultData(size_t numElements, T* A_h, T* B_h, T* C_h)
{
// Initialize the host data:
for(size_t i = 0; i < numElements; i++)
{
if(A_h) (A_h)[i] = 3.146f + i; // Pi
if(B_h) (B_h)[i] = 1.618f + i; // Phi
if(C_h) (C_h)[i] = 0.0f + i;
}
}
template <typename T>
void
initArraysForHost(T** A_h, T** B_h, T** C_h, size_t N, bool usePinnedHost = false)
{
size_t Nbytes = N * sizeof(T);
if(usePinnedHost)
{
if(A_h)
{
HIPCHECK(hipHostMalloc(reinterpret_cast<void**>(A_h), Nbytes));
}
if(B_h)
{
HIPCHECK(hipHostMalloc(reinterpret_cast<void**>(B_h), Nbytes));
}
if(C_h)
{
HIPCHECK(hipHostMalloc(reinterpret_cast<void**>(C_h), Nbytes));
}
}
else
{
if(A_h)
{
*A_h = (T*) malloc(Nbytes);
HIPASSERT(*A_h != NULL);
}
if(B_h)
{
*B_h = (T*) malloc(Nbytes);
HIPASSERT(*B_h != NULL);
}
if(C_h)
{
*C_h = (T*) malloc(Nbytes);
HIPASSERT(*C_h != NULL);
}
}
setDefaultData(N, A_h ? *A_h : NULL, B_h ? *B_h : NULL, C_h ? *C_h : NULL);
}
template <typename T>
void
initArrays(T** A_d,
T** B_d,
T** C_d,
T** A_h,
T** B_h,
T** C_h,
size_t N,
bool usePinnedHost = false)
{
size_t Nbytes = N * sizeof(T);
if(A_d)
{
HIPCHECK(hipMalloc(A_d, Nbytes));
}
if(B_d)
{
HIPCHECK(hipMalloc(B_d, Nbytes));
}
if(C_d)
{
HIPCHECK(hipMalloc(C_d, Nbytes));
}
initArraysForHost(A_h, B_h, C_h, N, usePinnedHost);
}
template <typename T>
void
freeArraysForHost(T* A_h, T* B_h, T* C_h, bool usePinnedHost)
{
if(usePinnedHost)
{
if(A_h)
{
HIPCHECK(hipHostFree(A_h));
}
if(B_h)
{
HIPCHECK(hipHostFree(B_h));
}
if(C_h)
{
HIPCHECK(hipHostFree(C_h));
}
}
else
{
if(A_h)
{
free(A_h);
}
if(B_h)
{
free(B_h);
}
if(C_h)
{
free(C_h);
}
}
}
template <typename T>
void
freeArrays(T* A_d, T* B_d, T* C_d, T* A_h, T* B_h, T* C_h, bool usePinnedHost)
{
if(A_d)
{
HIPCHECK(hipFree(A_d));
}
if(B_d)
{
HIPCHECK(hipFree(B_d));
}
if(C_d)
{
HIPCHECK(hipFree(C_d));
}
freeArraysForHost(A_h, B_h, C_h, usePinnedHost);
}
# if defined(__HIP_PLATFORM_AMD__)
template <typename T>
void
initArrays2DPitch(T** A_d,
T** B_d,
T** C_d,
size_t* pitch_A,
size_t* pitch_B,
size_t* pitch_C,
size_t numW,
size_t numH)
{
if(A_d)
{
HIPCHECK(hipMallocPitch((void**) A_d, pitch_A, numW * sizeof(T), numH));
}
if(B_d)
{
HIPCHECK(hipMallocPitch((void**) B_d, pitch_B, numW * sizeof(T), numH));
}
if(C_d)
{
HIPCHECK(hipMallocPitch((void**) C_d, pitch_C, numW * sizeof(T), numH));
}
HIPASSERT(*pitch_A == *pitch_B);
HIPASSERT(*pitch_A == *pitch_C)
}
inline void
initHIPArrays(hipArray** A_d,
hipArray** B_d,
hipArray** C_d,
const hipChannelFormatDesc* desc,
const size_t numW,
const size_t numH,
const unsigned int flags)
{
if(A_d)
{
HIPCHECK(hipMallocArray(A_d, desc, numW, numH, flags));
}
if(B_d)
{
HIPCHECK(hipMallocArray(B_d, desc, numW, numH, flags));
}
if(C_d)
{
HIPCHECK(hipMallocArray(C_d, desc, numW, numH, flags));
}
}
# endif
// Assumes C_h contains vector add of A_h + B_h
// Calls the test "failed" macro if a mismatch is detected.
template <typename T>
size_t
checkVectorADD(T* A_h,
T* B_h,
T* result_H,
size_t N,
bool expectMatch = true,
bool reportMismatch = true)
{
size_t mismatchCount = 0;
size_t firstMismatch = 0;
size_t mismatchesToPrint = 10;
for(size_t i = 0; i < N; i++)
{
T expected = A_h[i] + B_h[i];
if(result_H[i] != expected)
{
if(mismatchCount == 0)
{
firstMismatch = i;
}
mismatchCount++;
if((mismatchCount <= mismatchesToPrint) && expectMatch)
{
std::cout << std::fixed << std::setprecision(32);
std::cout << "At " << i << std::endl;
std::cout << " Computed:" << result_H[i] << std::endl;
std::cout << " Expected:" << expected << std::endl;
}
}
}
if(reportMismatch)
{
if(expectMatch)
{
if(mismatchCount)
{
failed("%zu mismatches ; first at index:%zu\n", mismatchCount, firstMismatch);
}
}
else
{
if(mismatchCount == 0)
{
failed("expected mismatches but did not detect any!");
}
}
}
return mismatchCount;
}
// Assumes C_h contains vector add of A_h + B_h
// Calls the test "failed" macro if a mismatch is detected.
template <typename T>
void
checkTest(T* expected_H, T* result_H, size_t N, bool expectMatch = true)
{
size_t mismatchCount = 0;
size_t firstMismatch = 0;
size_t mismatchesToPrint = 10;
for(size_t i = 0; i < N; i++)
{
if(result_H[i] != expected_H[i])
{
if(mismatchCount == 0)
{
firstMismatch = i;
}
mismatchCount++;
if((mismatchCount <= mismatchesToPrint) && expectMatch)
{
std::cout << std::fixed << std::setprecision(32);
std::cout << "At " << i << std::endl;
std::cout << " Computed:" << result_H[i] << std::endl;
std::cout << " Expected:" << expected_H[i] << std::endl;
}
}
}
if(expectMatch)
{
if(mismatchCount)
{
fprintf(stderr, "%zu mismatches ; first at index:%zu\n", mismatchCount, firstMismatch);
// failed("%zu mismatches ; first at index:%zu\n", mismatchCount, firstMismatch);
}
}
else
{
if(mismatchCount == 0)
{
failed("expected mismatches but did not detect any!");
}
}
}
//---
struct Pinned
{
static const bool isPinned = true;
static const char* str() { return "Pinned"; };
static void* Alloc(size_t sizeBytes)
{
void* p;
HIPCHECK(hipHostMalloc((void**) &p, sizeBytes));
return p;
};
};
//---
struct Unpinned
{
static const bool isPinned = false;
static const char* str() { return "Unpinned"; };
static void* Alloc(size_t sizeBytes)
{
void* p = malloc(sizeBytes);
HIPASSERT(p);
return p;
};
};
struct Memcpy
{
static const char* str() { return "Memcpy"; };
};
struct MemcpyAsync
{
static const char* str() { return "MemcpyAsync"; };
};
template <typename C>
struct MemTraits;
template <>
struct MemTraits<Memcpy>
{
static void Copy(void* dest, const void* src, size_t sizeBytes, hipMemcpyKind kind, hipStream_t)
{
HIPCHECK(hipMemcpy(dest, src, sizeBytes, kind));
}
};
template <>
struct MemTraits<MemcpyAsync>
{
static void Copy(void* dest,
const void* src,
size_t sizeBytes,
hipMemcpyKind kind,
hipStream_t stream)
{
HIPCHECK(hipMemcpyAsync(dest, src, sizeBytes, kind, stream));
}
};
inline bool
isImageSupported()
{
int imageSupport = 1;
# ifdef __HIP_PLATFORM_AMD__
HIPCHECK(hipDeviceGetAttribute(&imageSupport, hipDeviceAttributeImageSupport, p_gpuDevice));
# endif
return imageSupport != 0;
}
}; // namespace HipTest
// This must be called in the beginning of image test app's main() to indicate whether image
// is supported.
# define checkImageSupport() \
if(!HipTest::isImageSupported()) \
{ \
printf("Texture is not support on the device. Skipped.\n"); \
passed(); \
}
#endif //__cplusplus
// Function to determine if the device is of gfx11 architecture
bool
IsGfx11();