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/*******************************************************************************
*
* MIT License
*
* Copyright (C) 2019-2022 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.
*
*******************************************************************************/
#include <hip/hip_ext.h>
#include <hip/hip_runtime.h>
#include <cstddef>
#include <fstream>
#include <Tensile/Debug.hpp>
#include <Tensile/EmbeddedData.hpp>
#include <Tensile/hip/HipSolutionAdapter.hpp>
#include <Tensile/hip/HipUtils.hpp>
//@TODO add alternative for windows
#ifndef _WIN32
#include <glob.h>
#endif
#include <regex>
namespace Tensile
{
namespace hip
{
SolutionAdapter::SolutionAdapter()
: m_debug(Debug::Instance().printKernelArguments())
, m_debugSkipLaunch(Debug::Instance().skipKernelLaunch())
{
}
SolutionAdapter::SolutionAdapter(bool debug)
: m_debug(debug)
{
m_debug = debug || Debug::Instance().printKernelArguments();
}
SolutionAdapter::SolutionAdapter(bool debug, std::string const& name)
: m_debug(debug)
, m_name(name)
{
m_debug = debug || Debug::Instance().printKernelArguments();
}
SolutionAdapter::~SolutionAdapter()
{
for(auto module : m_modules)
hipModuleUnload(module);
}
std::string removeXnack(std::string coFilename)
{
std::string xnackVersion = "xnack"; //Extra character before and after xnack
size_t loc = coFilename.find(xnackVersion);
if(loc != std::string::npos)
coFilename.replace(loc - 1, xnackVersion.length() + 2, "");
return coFilename;
}
hipError_t SolutionAdapter::loadCodeObjectFile(std::string const& path)
{
hipModule_t module;
std::unique_ptr<char[]> buffer;
std::ifstream coFile(path, std::ifstream::binary);
// hipModuleLoad holds the file descriptor/handle which can result in a process
// running out of descriptors/handles. Use hipModuleLoadData as a workaround
if(coFile)
{
coFile.seekg(0, coFile.end);
auto length = coFile.tellg();
coFile.seekg(0, coFile.beg);
buffer = std::make_unique<char[]>(length);
coFile.read(buffer.get(), length);
HIP_CHECK_RETURN(hipModuleLoadData(&module, (void*)buffer.get()));
}
else
{
return hipErrorFileNotFound;
}
if(m_debug)
std::cout << "loaded code object " << path << std::endl;
{
std::lock_guard<std::mutex> guard(m_access);
m_modules.push_back(module);
m_loadedModuleNames.push_back(concatenate("File ", path));
// hipModuleLoadData requires the buffer to outlive the module, so cache the buffer
m_moduleBuffers.push_back(std::move(buffer));
//Isolate filename
size_t start = path.rfind('/');
start = (start == std::string::npos) ? 0 : start + 1;
m_loadedCOFiles.insert(removeXnack(std::string(path.begin() + start, path.end())));
}
return hipSuccess;
}
hipError_t SolutionAdapter::loadCodeObjectBytes(std::vector<uint8_t> const& bytes)
{
return loadCodeObject(bytes.data());
}
hipError_t SolutionAdapter::loadCodeObject(const void* image)
{
hipModule_t module;
HIP_CHECK_RETURN(hipModuleLoadData(&module, image));
if(m_debug)
std::cout << "loaded code object data." << std::endl;
{
std::lock_guard<std::mutex> guard(m_access);
m_modules.push_back(module);
m_loadedModuleNames.push_back("Module from bytes");
}
return hipSuccess;
}
void SolutionAdapter::loadEmbeddedCodeObjects()
{
loadEmbeddedCodeObjects("");
}
void SolutionAdapter::loadEmbeddedCodeObjects(std::string const& key)
{
auto const& embeddedData = EmbeddedData<Tensile::SolutionAdapter>::Get(key);
if(embeddedData.size() == 0)
{
if(m_debug || Debug::Instance().printCodeObjectInfo())
{
std::cerr << "Found no embedded code objects";
if(key != "")
std::cerr << " with the key " << key;
std::cerr << "." << std::endl;
}
return;
}
std::vector<hipModule_t> newModules;
newModules.reserve(embeddedData.size());
for(size_t i = 0; i < embeddedData.size(); i++)
{
hipModule_t nextModule;
try
{
auto error = hipModuleLoadData(&nextModule, embeddedData[i].data());
if(error == hipErrorUnknown || error == hipErrorSharedObjectInitFailed)
continue;
newModules.push_back(nextModule);
HIP_CHECK_EXC(error);
if(m_debug)
std::cout << "Loaded code object for key " << key << std::endl;
}
catch(std::runtime_error const& exc)
{
std::cout << exc.what() << std::endl;
}
}
{
std::lock_guard<std::mutex> guard(m_access);
m_modules.insert(m_modules.end(), newModules.begin(), newModules.end());
m_loadedModuleNames.push_back(
concatenate("Embedded code object ", key, " (", newModules.size(), ")"));
}
}
hipError_t SolutionAdapter::initKernel(std::string const& name)
{
hipFunction_t function;
return getKernel(function, name);
}
hipError_t SolutionAdapter::getKernel(hipFunction_t& rv, std::string const& name)
{
std::unique_lock<std::mutex> guard(m_access);
hipError_t err = hipErrorNotFound;
auto it = m_kernels.find(name);
if(it != m_kernels.end())
{
rv = it->second;
return hipSuccess;
}
for(auto module : m_modules)
{
err = hipModuleGetFunction(&rv, module, name.c_str());
if(err == hipSuccess)
{
m_kernels[name] = rv;
return err;
}
else if(err != hipErrorNotFound)
{
return err;
}
}
return err;
}
hipError_t SolutionAdapter::initializeLazyLoading(std::string arch,
std::string codeObjectDir)
{
//Ensure there's a slash at the end of the path
if(codeObjectDir.back() != '/')
codeObjectDir += '/';
//Remove xnack and sramecc qualifiers
size_t loc = arch.find(":");
if(loc != std::string::npos)
arch.resize(loc);
std::string helperKernelName = std::string("Kernels.so-000-") + arch;
m_access.lock();
m_codeObjectDirectory = codeObjectDir;
//If required code object file hasn't yet been loaded, load it now
bool loaded = m_loadedCOFiles.find(removeXnack(helperKernelName) + ".hsaco")
!= m_loadedCOFiles.end();
m_access.unlock();
if(!loaded)
{
hipError_t err;
//Try xnack variations
for(auto ver : {"", "-xnack-", "-xnack+"})
{
std::string modifiedCOName = helperKernelName + ver + ".hsaco";
err = loadCodeObjectFile(codeObjectDir + modifiedCOName);
if(err == hipSuccess)
return err;
}
return err;
}
return hipSuccess;
}
hipError_t SolutionAdapter::launchKernel(KernelInvocation const& kernel)
{
return launchKernel(kernel, nullptr, nullptr, nullptr);
}
hipError_t SolutionAdapter::launchKernel(KernelInvocation const& kernel,
hipStream_t stream,
hipEvent_t startEvent,
hipEvent_t stopEvent)
{
if(!kernel.codeObjectFile.empty())
{
//If required code object file hasn't yet been loaded, load it now
m_access.lock();
bool loaded = m_loadedCOFiles.find(removeXnack(kernel.codeObjectFile))
!= m_loadedCOFiles.end();
std::string codeObjectDir = m_codeObjectDirectory;
m_access.unlock();
if(!loaded)
{
//Try other xnack versions
size_t loc = kernel.codeObjectFile.rfind('.');
hipError_t err;
for(auto ver : {"", "-xnack-", "-xnack+"})
{
std::string modifiedCOName = kernel.codeObjectFile;
modifiedCOName.insert(loc, ver);
err = loadCodeObjectFile(codeObjectDir + modifiedCOName);
if(err == hipSuccess)
break;
}
}
}
if(m_debug)
{
std::cout << "Kernel " << kernel.kernelName << std::endl;
std::cout << " l" << kernel.workGroupSize << " x g" << kernel.numWorkGroups << " = "
<< kernel.numWorkItems << std::endl;
std::cout << kernel.args;
}
if(m_debugSkipLaunch)
{
std::cout << "DEBUG: Skip kernel execution" << std::endl;
if(startEvent != nullptr)
HIP_CHECK_RETURN(hipEventRecord(startEvent, stream));
if(stopEvent != nullptr)
HIP_CHECK_RETURN(hipEventRecord(stopEvent, stream));
return hipSuccess;
}
hipFunction_t function;
HIP_CHECK_RETURN(getKernel(function, kernel.kernelName));
void* kernelArgs = const_cast<void*>(kernel.args.data());
size_t argsSize = kernel.args.size();
void* hipLaunchParams[] = {HIP_LAUNCH_PARAM_BUFFER_POINTER,
kernelArgs,
HIP_LAUNCH_PARAM_BUFFER_SIZE,
&argsSize,
HIP_LAUNCH_PARAM_END};
if(startEvent != nullptr)
HIP_CHECK_RETURN(hipEventRecord(startEvent, stream));
HIP_CHECK_RETURN(hipExtModuleLaunchKernel(function,
kernel.numWorkItems.x,
kernel.numWorkItems.y,
kernel.numWorkItems.z,
kernel.workGroupSize.x,
kernel.workGroupSize.y,
kernel.workGroupSize.z,
kernel.sharedMemBytes, // sharedMem
stream, // stream
nullptr,
(void**)&hipLaunchParams,
nullptr, // event
nullptr // event
));
if(stopEvent != nullptr)
HIP_CHECK_RETURN(hipEventRecord(stopEvent, stream));
return hipSuccess;
}
hipError_t SolutionAdapter::launchKernels(std::vector<KernelInvocation> const& kernels)
{
for(auto const& k : kernels)
{
HIP_CHECK_RETURN(launchKernel(k));
}
return hipSuccess;
}
hipError_t SolutionAdapter::launchKernels(std::vector<KernelInvocation> const& kernels,
hipStream_t stream,
hipEvent_t startEvent,
hipEvent_t stopEvent)
{
auto first = kernels.begin();
auto last = kernels.end() - 1;
for(auto iter = kernels.begin(); iter != kernels.end(); iter++)
{
hipEvent_t kStart = nullptr;
hipEvent_t kStop = nullptr;
if(iter == first)
kStart = startEvent;
if(iter == last)
kStop = stopEvent;
HIP_CHECK_RETURN(launchKernel(*iter, stream, kStart, kStop));
}
return hipSuccess;
}
hipError_t SolutionAdapter::launchKernels(std::vector<KernelInvocation> const& kernels,
hipStream_t stream,
std::vector<hipEvent_t> const& startEvents,
std::vector<hipEvent_t> const& stopEvents)
{
if(kernels.size() != startEvents.size() || kernels.size() != stopEvents.size())
throw std::runtime_error(concatenate("Must have an equal number of kernels (",
kernels.size(),
"), start events (",
startEvents.size(),
"), and stop events. (",
stopEvents.size(),
")"));
for(size_t i = 0; i < kernels.size(); i++)
{
HIP_CHECK_RETURN(launchKernel(kernels[i], stream, startEvents[i], stopEvents[i]));
}
return hipSuccess;
}
std::ostream& operator<<(std::ostream& stream, SolutionAdapter const& adapter)
{
stream << "hip::SolutionAdapter";
if(adapter.m_debug)
{
stream << "[" << std::endl;
for(auto const& name : adapter.m_loadedModuleNames)
stream << name << std::endl;
stream << "]";
}
stream << " (" << adapter.name() << ", " << adapter.m_modules.size()
<< " total modules)" << std::endl;
return stream;
}
std::ostream& operator<<(std::ostream& stream, std::shared_ptr<SolutionAdapter> const& ptr)
{
if(ptr)
{
return stream << "*" << *ptr;
}
else
{
return stream << "(nullptr)";
}
}
} // namespace hip
} // namespace Tensile
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