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triton/lib/driver/module.cpp

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/* Copyright 2015-2017 Philippe Tillet
*
* 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.
*/
#include <iostream>
#include <fstream>
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#include "triton/driver/module.h"
#include "triton/driver/context.h"
#include "triton/driver/error.h"
#include "triton/tools/sys/getenv.hpp"
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#include "llvm/IR/IRPrintingPasses.h"
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#include "llvm/Bitcode/BitcodeWriter.h"
#include "llvm/IR/Verifier.h"
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#include "llvm/IR/Module.h"
#include "llvm/IR/LLVMContext.h"
#include "llvm/IR/PassManager.h"
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#include "llvm/Support/SourceMgr.h"
#include "llvm/Linker/Linker.h"
#include "llvm/IRReader/IRReader.h"
#include "llvm/AsmParser/Parser.h"
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#include "llvm/Support/raw_ostream.h"
#include "llvm/Support/TargetRegistry.h"
#include "llvm/Support/TargetSelect.h"
#include "llvm/Target/TargetMachine.h"
#include "llvm/Target/TargetOptions.h"
#include "llvm/CodeGen/TargetPassConfig.h"
#include "llvm/IR/LegacyPassManager.h"
#include "llvm/Transforms/Scalar/EarlyCSE.h"
#include "llvm/Analysis/LoopPass.h"
namespace triton
{
namespace driver
{
/* ------------------------ */
// Base //
/* ------------------------ */
void module::init_llvm() {
static bool init = false;
if(!init){
llvm::InitializeAllTargetInfos();
llvm::InitializeAllTargets();
llvm::InitializeAllTargetMCs();
llvm::InitializeAllAsmParsers();
llvm::InitializeAllAsmPrinters();
init = true;
}
}
module::module(driver::context* ctx, CUmodule mod, bool has_ownership)
: polymorphic_resource(mod, has_ownership), ctx_(ctx) {
}
module::module(driver::context* ctx, cl_program mod, bool has_ownership)
: polymorphic_resource(mod, has_ownership), ctx_(ctx) {
}
driver::context* module::context() const {
return ctx_;
}
module* module::create(driver::context* ctx, llvm::Module *src) {
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switch(ctx->backend()){
case CUDA: return new cu_module(ctx, src);
case OpenCL: return new ocl_module(ctx, src);
default: throw std::runtime_error("unknown backend");
}
}
void module::compile_llvm_module(llvm::Module* module, const std::string& triple,
const std::string &proc, std::string layout,
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llvm::SmallVectorImpl<char> &buffer,
std::vector<std::string> files) {
init_llvm();
// create machine
module->setTargetTriple(triple);
std::string error;
auto target = llvm::TargetRegistry::lookupTarget(module->getTargetTriple(), error);
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llvm::TargetOptions opt;
opt.AllowFPOpFusion = llvm::FPOpFusion::Fast;
opt.UnsafeFPMath = false;
opt.NoInfsFPMath = false;
opt.NoNaNsFPMath = true;
llvm::TargetMachine *machine = target->createTargetMachine(module->getTargetTriple(), proc, "", opt,
llvm::Reloc::PIC_, llvm::None, llvm::CodeGenOpt::Aggressive);
// set data layout
if(layout.empty())
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module->setDataLayout(machine->createDataLayout());
else
module->setDataLayout(layout);
// link
for (std::string& file: files) {
std::string path = "/opt/rocm/lib/" + file;
llvm::SMDiagnostic err;
std::unique_ptr<llvm::Module> mlib = llvm::parseIRFile(path, err, module->getContext());
if (mlib.get() == nullptr) {
std::string msg = err.getMessage();
std::cerr << "Fail to load bitcode file " << path << "\n"
<< "line " << err.getLineNo() << ":" << msg;
}
mlib->setTargetTriple(module->getTargetTriple());
mlib->setDataLayout(module->getDataLayout());
for (llvm::Function &f : mlib->functions()) {
f.addFnAttr(llvm::Attribute::AlwaysInline);
}
llvm::Linker::linkModules(*module, std::move(mlib));
}
// emit machine code
llvm::legacy::PassManager pass;
llvm::raw_svector_ostream stream(buffer);
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machine->addPassesToEmitFile(pass, stream, nullptr, llvm::TargetMachine::CGFT_ObjectFile);
pass.run(*module);
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// std::cout << std::string(buffer.begin(), buffer.end()) << std::endl;
}
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/* ------------------------ */
// OpenCL //
/* ------------------------ */
ocl_module::ocl_module(driver::context * context, llvm::Module* src): module(context, cl_program(), true) {
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// const char* x = "__kernel void matmul(){ }";
// cl_int err;
// *cl_ = dispatch::clCreateProgramWithSource(*context->cl(), 1, &x, NULL, &err);
// check(err);
// return;
init_llvm();
llvm::SmallVector<char, 0> buffer;
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std::vector<std::string> files = {
"oclc_daz_opt_on.amdgcn.bc",
"ocml.amdgcn.bc",
"hc.amdgcn.bc",
"ockl.amdgcn.bc",
"oclc_correctly_rounded_sqrt_off.amdgcn.bc",
"oclc_correctly_rounded_sqrt_on.amdgcn.bc",
"oclc_daz_opt_off.amdgcn.bc",
"oclc_finite_only_off.amdgcn.bc",
"oclc_finite_only_on.amdgcn.bc",
"oclc_isa_version_803.amdgcn.bc",
"oclc_isa_version_900.amdgcn.bc",
"oclc_unsafe_math_off.amdgcn.bc",
"oclc_unsafe_math_on.amdgcn.bc",
"oclc_isa_version_700.amdgcn.bc",
"opencl.amdgcn.bc"
};
module::compile_llvm_module(src, "amdgcn-amd-amdpal", "gfx902", "", buffer, files);
// llvm::BitcodeWriter writer(buffer);
// writer.writeModule(*src);
// llvm::legacy::PassManager pass;
// llvm::raw_svector_ostream stream(buffer);
// pass.add(llvm::createPrintModulePass(stream));
// pass.run(*src);
size_t sizes[] = {buffer.size()};
const unsigned char* data[] = {(unsigned char*)buffer.data()};
cl_int status;
cl_int err;
*cl_ = dispatch::clCreateProgramWithBinary(*context->cl(), 1, &*context->device()->cl(), sizes, data, &status, &err);
check(err);
check(status);
try{
dispatch::clBuildProgram(*cl_, 1, &*context->device()->cl(), NULL, NULL, NULL);
}
catch(...){
char log[2048];
dispatch::clGetProgramBuildInfo(*cl_, *context->device()->cl(), CL_PROGRAM_BUILD_LOG, 1024, log, NULL);
std::cout << log << std::endl;
}
}
/* ------------------------ */
// CUDA //
/* ------------------------ */
std::string cu_module::compile_llvm_module(llvm::Module* module) {
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// set data layout
std::string layout = "e";
bool is_64bit = true;
bool use_short_pointers = true;
if (!is_64bit)
layout += "-p:32:32";
else if (use_short_pointers)
layout += "-p3:32:32-p4:32:32-p5:32:32";
layout += "-i64:64-i128:128-v16:16-v32:32-n16:32:64";
// create
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llvm::SmallVector<char, 0> buffer;
module::compile_llvm_module(module, "nvptx64-nvidia-cuda", "sm_52", layout, buffer);
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return std::string(buffer.begin(), buffer.end());
}
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cu_module::cu_module(driver::context * context, llvm::Module* ll_module): cu_module(context, compile_llvm_module(ll_module)) { }
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cu_module::cu_module(driver::context * context, std::string const & source) : module(context, CUmodule(), true), source_(source){
cu_context::context_switcher ctx_switch(*context);
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// JIT compile source-code
CUjit_option opt[] = {CU_JIT_ERROR_LOG_BUFFER_SIZE_BYTES, CU_JIT_ERROR_LOG_BUFFER};
unsigned int errbufsize = 8096;
std::string errbuf(errbufsize, 0);
void* optval[] = {(void*)(uintptr_t)errbufsize, (void*)errbuf.data()};
try{
dispatch::cuModuleLoadDataEx(&*cu_, source_.data(), 2, opt, optval);
}catch(exception::cuda::base const &){
std::cerr << "Compilation Failed! Log: " << std::endl;
std::cerr << errbuf << std::endl;
throw;
}
}
cu_buffer cu_module::symbol(const char *name) const{
CUdeviceptr handle;
size_t size;
dispatch::cuModuleGetGlobal_v2(&handle, &size, *cu_, name);
return cu_buffer(ctx_, handle, false);
}
}
}