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module.cpp
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#include "taco/codegen/module.h"
#include <iostream>
#include <fstream>
#include <dlfcn.h>
#include <unistd.h>
#if USE_OPENMP
#include <omp.h>
#endif
#include "taco/tensor.h"
#include "taco/error.h"
#include "taco/util/strings.h"
#include "taco/util/env.h"
#include "codegen/codegen_c.h"
#include "codegen/codegen_cuda.h"
#include "taco/cuda.h"
using namespace std;
namespace taco {
namespace ir {
std::string Module::chars = "abcdefghijkmnpqrstuvwxyz0123456789";
std::default_random_engine Module::gen = std::default_random_engine();
std::uniform_int_distribution<int> Module::randint =
std::uniform_int_distribution<int>(0, chars.length() - 1);
void Module::setJITTmpdir() {
tmpdir = util::getTmpdir();
}
void Module::setJITLibname() {
libname.resize(12);
for (int i=0; i<12; i++)
libname[i] = chars[randint(gen)];
}
void Module::addFunction(Stmt func) {
funcs.push_back(func);
}
void Module::compileToSource(string path, string prefix) {
if (!moduleFromUserSource) {
// create a codegen instance and add all the funcs
bool didGenRuntime = false;
header.str("");
header.clear();
source.str("");
source.clear();
taco_tassert(target.arch == Target::C99) <<
"Only C99 codegen supported currently";
std::shared_ptr<CodeGen> sourcegen =
CodeGen::init_default(source, CodeGen::ImplementationGen);
std::shared_ptr<CodeGen> headergen =
CodeGen::init_default(header, CodeGen::HeaderGen);
for (auto func: funcs) {
sourcegen->compile(func, !didGenRuntime);
headergen->compile(func, !didGenRuntime);
didGenRuntime = true;
}
}
ofstream source_file;
string file_ending = should_use_CUDA_codegen() ? ".cu" : ".c";
source_file.open(path+prefix+file_ending);
source_file << source.str();
source_file.close();
ofstream header_file;
header_file.open(path+prefix+".h");
header_file << header.str();
header_file.close();
}
void Module::compileToStaticLibrary(string path, string prefix) {
taco_tassert(false) << "Compiling to a static library is not supported";
}
namespace {
void writeShims(vector<Stmt> funcs, string path, string prefix) {
stringstream shims;
for (auto func: funcs) {
if (should_use_CUDA_codegen()) {
CodeGen_CUDA::generateShim(func, shims);
}
else {
CodeGen_C::generateShim(func, shims);
}
}
ofstream shims_file;
if (should_use_CUDA_codegen()) {
shims_file.open(path+prefix+"_shims.cpp");
}
else {
shims_file.open(path+prefix+".c", ios::app);
}
shims_file << "#include \"" << path << prefix << ".h\"\n";
shims_file << shims.str();
shims_file.close();
}
} // anonymous namespace
string Module::compile() {
string prefix = tmpdir+libname;
string fullpath = prefix + ".so";
string cc;
string cflags;
string file_ending;
string shims_file;
if (should_use_CUDA_codegen()) {
cc = util::getFromEnv("TACO_NVCC", "nvcc");
cflags = util::getFromEnv("TACO_NVCCFLAGS",
get_default_CUDA_compiler_flags());
file_ending = ".cu";
shims_file = prefix + "_shims.cpp";
}
else {
cc = util::getFromEnv(target.compiler_env, target.compiler);
#ifdef TACO_DEBUG
// In debug mode, compile the generated code with debug symbols and a
// low optimization level.
string defaultFlags = "-O3 -ffast-math -std=c99";
#else
// Otherwise, use the standard set of optimizing flags.
string defaultFlags = "-O3 -ffast-math -std=c99";
#endif
cflags = util::getFromEnv("TACO_CFLAGS", defaultFlags) + " -shared -fPIC";
#if USE_OPENMP
cflags += " -fopenmp";
#endif
file_ending = ".c";
shims_file = "";
}
string cmd = cc + " " + cflags + " " +
prefix + file_ending + " " + shims_file + " " +
"-o " + fullpath + " -lm";
// std::cout << "Compiling generated code with command:\n" << cmd << "\n";
// open the output file & write out the source
compileToSource(tmpdir, libname);
// write out the shims
writeShims(funcs, tmpdir, libname);
// now compile it
int err = system(cmd.data());
taco_uassert(err == 0) << "Compilation command failed:\n" << cmd
<< "\nreturned " << err;
// use dlsym() to open the compiled library
if (lib_handle) {
dlclose(lib_handle);
}
lib_handle = dlopen(fullpath.data(), RTLD_NOW | RTLD_LOCAL);
taco_uassert(lib_handle) << "Failed to load generated code, error is: " << dlerror();
return fullpath;
}
void Module::setSource(string source) {
this->source << source;
moduleFromUserSource = true;
}
string Module::getSource() {
return source.str();
}
void* Module::getFuncPtr(std::string name) {
return dlsym(lib_handle, name.data());
}
int Module::callFuncPackedRaw(std::string name, void** args) {
typedef int (*fnptr_t)(void**);
static_assert(sizeof(void*) == sizeof(fnptr_t),
"Unable to cast dlsym() returned void pointer to function pointer");
void* v_func_ptr = getFuncPtr(name);
fnptr_t func_ptr;
*reinterpret_cast<void**>(&func_ptr) = v_func_ptr;
#if USE_OPENMP
omp_sched_t existingSched;
ParallelSchedule tacoSched;
int existingChunkSize, tacoChunkSize;
int existingNumThreads = omp_get_max_threads();
omp_get_schedule(&existingSched, &existingChunkSize);
taco_get_parallel_schedule(&tacoSched, &tacoChunkSize);
switch (tacoSched) {
case ParallelSchedule::Static:
omp_set_schedule(omp_sched_static, tacoChunkSize);
break;
case ParallelSchedule::Dynamic:
omp_set_schedule(omp_sched_dynamic, tacoChunkSize);
break;
default:
break;
}
omp_set_num_threads(taco_get_num_threads());
#endif
int ret = func_ptr(args);
#if USE_OPENMP
omp_set_schedule(existingSched, existingChunkSize);
omp_set_num_threads(existingNumThreads);
#endif
return ret;
}
} // namespace ir
} // namespace taco