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miopen.hpp
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miopen.hpp
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#ifndef MY_MIOPEN_HPP
#define MY_MIOPEN_HPP
#include <miopen/miopen.h>
#include <hipblas.h>
//#include <gperftools/profiler.h>
#include <iostream>
#include <fstream>
#include <string>
#include <sstream>
#include <vector>
#include <regex>
#include <dirent.h>
//#define WITH_CL
#define DEBUG(msg) std::cerr << "[DEBUG] " << msg << std::endl;
#define WARNING(msg) std::cerr << "[!WARNING!] " << msg << std::endl;
#define FATAL(msg) {std::cerr << "[!FATAL!] " << msg << std::endl; exit(EXIT_FAILURE);} while(0)
#define INFO(msg) std::cout << "[INFO] " << msg << std::endl;
#ifdef WITH_CL // not supported anymore
#include <CL/cl.hpp>
#define device_mem_t cl_mem
struct ClHandle {
static std::vector<cl::Platform> getPlatforms() {
std::vector<cl::Platform> plats;
cl::Platform::get(&plats);
return plats;
}
static std::vector<cl::Device> getDevices(const std::vector<cl::Platform>& platforms) {
std::vector<cl::Device> devs;
platforms[0].getDevices(CL_DEVICE_TYPE_ALL, &devs);
return devs;
}
static cl_context get_handle() {
static std::vector<cl::Platform> platforms = getPlatforms();
static std::vector<cl::Device> devices = getDevices(platforms);
static cl::Context ctx = cl::Context(devices[0]);
return ctx();
}
};
device_mem_t device_alloc(size_t size) {
cl_int err;
cl_mem buf = clCreateBuffer(ClHandle::get_handle(), CL_MEM_READ_WRITE, size, NULL, &err);
if (err) {
fprintf(stderr, "error: opencl couldn't allocate buffer, error code: %i", err);
exit(EXIT_FAILURE);
}
return buf;
}
void device_free(device_mem_t m) {
cl_int err = clReleaseMemObject(m);
if (err) {
fprintf(stderr, "error: opencl couldn't allocate buffer");
exit(EXIT_FAILURE);
}
}
void device_init() {
}
#define CHECK_HIP(cmd)
#else
#include <hip/hip_runtime_api.h>
#define CHECK_HIP(cmd) \
{\
hipError_t hip_error = cmd;\
if (hip_error != hipSuccess) { \
fprintf(stderr, "error: '%s'(%d) at %s:%d\n", hipGetErrorString(hip_error), hip_error,__FILE__, __LINE__); \
exit(EXIT_FAILURE);\
}\
}
#define device_mem_t void*
device_mem_t device_alloc(size_t size) {
void* ptr;
CHECK_HIP(hipMalloc(&ptr, size));
return ptr;
}
void device_free(device_mem_t m) {
CHECK_HIP(hipFree(m));
}
std::vector<std::string> split(const std::string& str, char sep) {
std::vector<std::string> strings;
std::istringstream f(str);
std::string s;
while (std::getline(f, s, sep)) {
strings.push_back(s);
}
return strings;
}
void print_file(const std::string& fname) {
std::ifstream f(fname);
std::string s;
std::cout << "File: " << fname << ", status: " << f.good() << std::endl;
while (std::getline(f, s)) {
std::cout << ":: " << s << std::endl;
}
}
std::vector<std::string> ls_dir(const std::string& dname) {
std::vector<std::string> files;
struct dirent* entry;
DIR *dir = opendir(dname.c_str());
if (dir == NULL) {
return files;
}
while ((entry = readdir(dir)) != NULL) {
std::string fname(entry->d_name);
if (fname != "." && fname != "..")
files.push_back(fname);
}
return files;
}
std::vector<std::string> ls_dir(const std::string& dname, const std::regex& match) {
std::vector<std::string> files;
struct dirent* entry;
DIR *dir = opendir(dname.c_str());
if (dir == NULL) {
return files;
}
while ((entry = readdir(dir)) != NULL) {
std::string fname(entry->d_name);
if (fname != "." && fname != "..") {
if (std::regex_match(fname, match)) {
files.push_back(fname);
}
}
}
return files;
}
int read_current_mhz(const std::string& fname) {
std::ifstream f(fname);
std::string line;
while (std::getline(f, line)) {
if (line.back() == '*') {
std::string mhzstr = line.substr(3, line.size()-3-5);
std::istringstream iss(mhzstr);
int mhz;
iss >> mhz;
return mhz;
}
}
return -1;
}
struct Device {
int hip_id;
hipDeviceProp_t hip_props;
std::string drm_path;
std::string hwmon_path;
/// Find the sysfs paths given that the device is initalized by hipGetDeviceProperties
/// The paths are found using hiDeviceProp_t::pciBusID
void init_sys_paths() {
bool found = false;
for (std::string cardname : ls_dir("/sys/class/drm", std::regex("card\\d+"))) {
std::string carddir = "/sys/class/drm/" + cardname;
std::string fname = carddir + "/device/uevent";
std::ifstream f(fname);
if (f.good() && f.is_open()) {
std::string line;
while (std::getline(f, line)) {
if (split(line, '=')[0] == "PCI_SLOT_NAME") {
std::string pciids = split(line, '=')[1];
std::vector<std::string> ids = split(pciids, ':');
//std::string busid = "0x" + ids[1];
int pci_busid = std::stoul("0x" + ids[1], nullptr, 16);
if (pci_busid == hip_props.pciBusID) {
drm_path = carddir;
// find hwmon path
std::vector<std::string> hwpaths = ls_dir(drm_path + "/device/hwmon", std::regex("hwmon\\d+"));
if (hwpaths.size() != 1) {
WARNING("No or multiple hwmon paths for " << drm_path);
}
if (hwpaths.size() > 0) {
hwmon_path = drm_path + "/device/hwmon/" + hwpaths[0];
}
found = true;
}
break;
}
}
}
if (found)
break;
}
if (!found) {
WARNING("Can't find sysfs path for device " << hip_id);
}
}
void print_info() {
// print out device info
INFO("Device " << hip_id << ": " << hip_props.name);
INFO("\tArch:\t" << hip_props.gcnArch)
INFO("\tGMem:\t" << hip_props.totalGlobalMem/1024/1024 << " MiB");
INFO("\twarps:\t" << hip_props.warpSize);
INFO("\tCUs:\t" << hip_props.multiProcessorCount);
INFO("\tMaxClk:\t" << hip_props.clockRate);
INFO("\tMemClk:\t" << hip_props.memoryClockRate);
INFO("\tdrm:\t" << drm_path);
INFO("\thwmon:\t" << hwmon_path);
//INFO("\t\tpciDomainID:\t" << hip_props.pciDomainID);
//INFO("\t\tpciBusID:\t" << hip_props.pciBusID);
//INFO("\t\tpciDeviceID:\t" << hip_props.pciDeviceID);
#ifdef __HIP_PLATFORM_HCC__
#endif
}
float getTemp() {
std::ifstream f(hwmon_path + "/temp1_input");
//std::ifstream f("/sys/class/hwmon/hwmon0/temp1_input");
int temp;
f >> temp;
return temp / 1000.f; // temp is in milli celsius
}
int getFanspeed() {
//std::ifstream f("/sys/class/hwmon/hwmon0/pwm1");
std::ifstream f(hwmon_path + "/pwm1");
int fan;
f >> fan;
return fan;
}
int getClock() {
return read_current_mhz(drm_path + "/device/pp_dpm_sclk");
}
int getMemClock() {
return read_current_mhz(drm_path + "/device/pp_dpm_mclk");
}
};
struct Devices {
static std::vector<Device>& get_devices(bool from_init = false) {
static bool is_init = false;
static std::vector<Device> d;
if (!is_init) {
is_init = true;
if (!from_init)
init_devices();
}
return d;
}
static Device& get_default_device() {
if (get_devices().size() == 0) {
FATAL("No HIP Devices available.");
}
return get_devices()[0];
}
static void init_devices() {
int devcount;
CHECK_HIP(hipGetDeviceCount(&devcount));
INFO("Number of HIP devices found: " << devcount);
if (devcount == 0) {
FATAL("No HIP devices found.");
}
std::vector<Device>& devs = get_devices(true);
devs.resize(devcount);
// init and get devices
for (int d = 0; d < devcount; ++d) {
devs[d].hip_id = d;
CHECK_HIP(hipGetDeviceProperties(&devs[d].hip_props, d/*deviceID*/));
devs[d].init_sys_paths();
devs[d].print_info();
}
}
};
void device_init() {
Devices::init_devices();
}
#endif
const char* mio_err[] = {
"StatusSuccess ",
"StatusNotInitialized ",
"StatusInvalidValue ",
"StatusBadParm ",
"StatusAllocFailed ",
"StatusInternalError ",
"StatusNotImplemented ",
"StatusUnknownError "
};
#define CHECK_MIO(cmd) \
{\
miopenStatus_t miostat = cmd;\
if (miostat != miopenStatusSuccess) { \
fprintf(stderr, "error: '%s'(%d) at %s:%d\n", mio_err[(int)miostat], miostat,__FILE__, __LINE__); \
exit(EXIT_FAILURE);\
}\
}
// get miopenHandle globally via `mio::handle()`
struct mio {
private:
// This is called once, the first time the MIOpen handle is retrieved
static miopenHandle_t init_mio() {
miopenHandle_t h;
CHECK_HIP(hipSetDevice(Devices::get_default_device().hip_id));
hipStream_t q;
CHECK_HIP(hipStreamCreate(&q));
CHECK_MIO(miopenCreateWithStream(&h, q));
return h;
}
public:
static miopenHandle_t handle() {
static miopenHandle_t h = init_mio();
return h;
}
};
float getTemp() {
return Devices::get_default_device().getTemp();
}
int getFanspeed() {
return Devices::get_default_device().getFanspeed();
}
int getClock() {
return Devices::get_default_device().getClock();
}
int getMemClock() {
return Devices::get_default_device().getMemClock();
}
#endif // MY_MIOPEN_HPP