Vortex 2.0 changes:

+ Microarchitecture optimizations
+ 64-bit support
+ Xilinx FPGA support
+ LLVM-16 support
+ Refactoring and quality control fixes
This commit is contained in:
Blaise Tine
2023-10-19 20:51:22 -07:00
parent d69a64c32c
commit d47cccc157
1300 changed files with 247321 additions and 311189 deletions

View File

@@ -1,67 +1,9 @@
XLEN ?= 32
LLVM_PREFIX ?= /opt/llvm-riscv
RISCV_TOOLCHAIN_PATH ?= /opt/riscv-gnu-toolchain
SYSROOT ?= $(RISCV_TOOLCHAIN_PATH)/riscv32-unknown-elf
POCL_CC_PATH ?= /opt/pocl/compiler
POCL_RT_PATH ?= /opt/pocl/runtime
VORTEX_DRV_PATH ?= $(realpath ../../../driver)
VORTEX_RT_PATH ?= $(realpath ../../../runtime)
K_LLCFLAGS += "-O3 -march=riscv32 -target-abi=ilp32f -mcpu=generic-rv32 -mattr=+m,+f -mattr=+vortex -float-abi=hard -code-model=small"
K_CFLAGS += "-v -O3 --sysroot=$(SYSROOT) --gcc-toolchain=$(RISCV_TOOLCHAIN_PATH) -march=rv32imf -mabi=ilp32f -Xclang -target-feature -Xclang +vortex -I$(VORTEX_RT_PATH)/include -fno-rtti -fno-exceptions -ffreestanding -nostartfiles -fdata-sections -ffunction-sections"
K_LDFLAGS += "-Wl,-Bstatic,-T$(VORTEX_RT_PATH)/linker/vx_link$(XLEN).ld -Wl,--gc-sections $(VORTEX_RT_PATH)/libvortexrt.a -lm"
CXXFLAGS += -std=c++11 -Wall -Wextra -pedantic -Wfatal-errors
CXXFLAGS += -I$(POCL_RT_PATH)/include
LDFLAGS += -L$(POCL_RT_PATH)/lib -L$(VORTEX_DRV_PATH)/stub -lOpenCL -lvortex
# Debugigng
ifdef DEBUG
CXXFLAGS += -g -O0
else
CXXFLAGS += -O2 -DNDEBUG
endif
PROJECT = transpose
SRCS = main.cc transpose_gold.cpp
SRCS = main.cc oclUtils.cpp shrUtils.cpp cmd_arg_reader.cpp transpose_gold.cpp
all: $(PROJECT) kernel.pocl
OPTS ?=
kernel.pocl: kernel.cl
LLVM_PREFIX=$(LLVM_PREFIX) POCL_DEBUG=all LD_LIBRARY_PATH=$(LLVM_PREFIX)/lib:$(POCL_CC_PATH)/lib $(POCL_CC_PATH)/bin/poclcc -LLCFLAGS $(K_LLCFLAGS) -CFLAGS $(K_CFLAGS) -LDFLAGS $(K_LDFLAGS) -o kernel.pocl kernel.cl
$(PROJECT): $(SRCS)
$(CXX) $(CXXFLAGS) $^ $(LDFLAGS) -o $@
CXXFLAGS += -D_DEBUG
run-fpga: $(PROJECT) kernel.pocl
LD_LIBRARY_PATH=$(POCL_RT_PATH)/lib:$(VORTEX_DRV_PATH)/fpga:$(LD_LIBRARY_PATH) ./$(PROJECT)
run-asesim: $(PROJECT) kernel.pocl
LD_LIBRARY_PATH=$(POCL_RT_PATH)/lib:$(VORTEX_DRV_PATH)/asesim:$(LD_LIBRARY_PATH) ./$(PROJECT)
run-vlsim: $(PROJECT) kernel.pocl
LD_LIBRARY_PATH=$(POCL_RT_PATH)/lib:$(VORTEX_DRV_PATH)/vlsim:$(LD_LIBRARY_PATH) ./$(PROJECT)
run-simx: $(PROJECT) kernel.pocl
LD_LIBRARY_PATH=$(POCL_RT_PATH)/lib:$(VORTEX_DRV_PATH)/simx:$(LD_LIBRARY_PATH) ./$(PROJECT)
run-rtlsim: $(PROJECT) kernel.pocl
LD_LIBRARY_PATH=$(POCL_RT_PATH)/lib:$(VORTEX_DRV_PATH)/rtlsim:$(LD_LIBRARY_PATH) ./$(PROJECT)
.depend: $(SRCS)
$(CXX) $(CXXFLAGS) -MM $^ > .depend;
clean:
rm -rf $(PROJECT) *.o .depend
clean-all: clean
rm -rf *.pocl *.dump
ifneq ($(MAKECMDGOALS),clean)
-include .depend
endif
include ../common.mk

View File

@@ -0,0 +1,152 @@
/*
* Copyright 1993-2010 NVIDIA Corporation. All rights reserved.
*
* Please refer to the NVIDIA end user license agreement (EULA) associated
* with this source code for terms and conditions that govern your use of
* this software. Any use, reproduction, disclosure, or distribution of
* this software and related documentation outside the terms of the EULA
* is strictly prohibited.
*
*/
/* CUda UTility Library */
// includes, file
#include "cmd_arg_reader.h"
// includes, system
#include <vector>
// internal unnamed namespace
namespace
{
// types, internal (class, enum, struct, union, typedef)
// variables, internal
} // namespace {
// variables, exported
/*static*/ CmdArgReader* CmdArgReader::self;
/*static*/ char** CmdArgReader::rargv;
/*static*/ int CmdArgReader::rargc;
// functions, exported
////////////////////////////////////////////////////////////////////////////////
//! Public construction interface
//! @return a handle to the class instance
//! @param argc number of command line arguments (as given to main())
//! @param argv command line argument string (as given to main())
////////////////////////////////////////////////////////////////////////////////
/*static*/ void
CmdArgReader::init( const int argc, const char** argv)
{
if ( NULL != self)
{
return;
}
// command line arguments
if (( 0 == argc) || ( 0 == argv))
{
LOGIC_EXCEPTION( "No command line arguments given.");
}
self = new CmdArgReader();
self->createArgsMaps( argc, argv);
rargc = argc;
rargv = const_cast<char**>( argv);
}
////////////////////////////////////////////////////////////////////////////////
//! Constructor, default
////////////////////////////////////////////////////////////////////////////////
CmdArgReader::CmdArgReader() :
args(),
unprocessed(),
iter(),
iter_unprocessed()
{ }
////////////////////////////////////////////////////////////////////////////////
//! Destructor
////////////////////////////////////////////////////////////////////////////////
CmdArgReader::~CmdArgReader()
{
for( iter = args.begin(); iter != args.end(); ++iter)
{
if( *(iter->second.first) == typeid( int))
{
delete static_cast<int*>( iter->second.second);
break;
}
else if( *(iter->second.first) == typeid( bool))
{
delete static_cast<bool*>( iter->second.second);
break;
}
else if( *(iter->second.first) == typeid( std::string))
{
delete static_cast<std::string*>( iter->second.second);
break;
}
else if( *(iter->second.first) == typeid( std::vector< std::string>) )
{
delete static_cast< std::vector< std::string>* >( iter->second.second);
break;
}
else if( *(iter->second.first) == typeid( std::vector<int>) )
{
delete static_cast< std::vector<int>* >( iter->second.second);
break;
}
}
}
////////////////////////////////////////////////////////////////////////////////
//! Read args as token value pair into map for better processing (Even the
//! values remain strings until the parameter values is requested by the
//! program.)
//! @param argc the argument count (as given to 'main')
//! @param argv the char* array containing the command line arguments
////////////////////////////////////////////////////////////////////////////////
void
CmdArgReader::createArgsMaps( const int argc, const char** argv) {
std::string token;
std::string val_str;
std::map< std::string, std::string> args;
std::string::size_type pos;
std::string arg;
for( int i=1; i<argc; ++i)
{
arg = argv[i];
// check if valid command line argument: all arguments begin with - or --
if (arg[0] != '-')
{
RUNTIME_EXCEPTION("Invalid command line argument.");
}
int numDashes = (arg[1] == '-' ? 2 : 1);
// check if only flag or if a value is given
if ( (pos = arg.find( '=')) == std::string::npos)
{
unprocessed[ std::string( arg, numDashes, arg.length()-numDashes)] = "FLAG";
}
else
{
unprocessed[ std::string( arg, numDashes, pos-numDashes)] =
std::string( arg, pos+1, arg.length()-1);
}
}
}

View File

@@ -0,0 +1,488 @@
/*
* Copyright 1993-2010 NVIDIA Corporation. All rights reserved.
*
* Please refer to the NVIDIA end user license agreement (EULA) associated
* with this source code for terms and conditions that govern your use of
* this software. Any use, reproduction, disclosure, or distribution of
* this software and related documentation outside the terms of the EULA
* is strictly prohibited.
*
*/
/* CUda UTility Library */
#ifndef _CMDARGREADER_H_
#define _CMDARGREADER_H_
// includes, system
#include <map>
#include <iostream>
#include <sstream>
#include <algorithm>
#include <typeinfo>
// includes, project
#include "exception.h"
//! Preprocessed command line arguments
//! @note Lazy evaluation: The arguments are converted from strings to
//! the correct data type upon request. Converted values are stored
//! in an additonal map so that no additional conversion is
//! necessary. Arrays of command line arguments are stored in
//! std::vectors
//! @note Usage:
//! const std::string* file =
//! CmdArgReader::getArg< std::string>( "model")
//! const std::vector< std::string>* files =
//! CmdArgReader::getArg< std::vector< std::string> >( "model")
//! @note All command line arguments begin with '--' followed by the token;
//! token and value are seperated by '='; example --samples=50
//! @note Arrays have the form --model=[one.obj,two.obj,three.obj]
//! (without whitespaces)
//! Command line argument parser
class CmdArgReader
{
template<class> friend class TestCmdArgReader;
protected:
//! @param self handle to the only instance of this class
static CmdArgReader* self;
public:
//! Public construction interface
//! @return a handle to the class instance
//! @param argc number of command line arguments (as given to main())
//! @param argv command line argument string (as given to main())
static void init( const int argc, const char** argv);
public:
//! Get the value of the command line argument with given name
//! @return A const handle to the requested argument.
//! If the argument does not exist or if it
//! is not from type T NULL is returned
//! @param name the name of the requested argument
//! @note T the type of the argument requested
template<class T>
static inline const T* getArg( const std::string& name);
//! Check if a command line argument with the given name exists
//! @return true if a command line argument with name \a name exists,
//! otherwise false
//! @param name name of the command line argument in question
static inline bool existArg( const std::string& name);
//! Get the original / raw argc program argument
static inline int& getRArgc();
//! Get the original / raw argv program argument
static inline char**& getRArgv();
public:
//! Destructor
~CmdArgReader();
protected:
//! Constructor, default
CmdArgReader();
private:
// private helper functions
//! Get the value of the command line argument with given name
//! @note Private helper function for 'getArg' to work on the members
//! @return A const handle to the requested argument. If the argument
//! does not exist or if it is not from type T a NULL pointer
//! is returned.
//! @param name the name of the requested argument
//! @note T the type of the argument requested
template<class T>
inline const T* getArgHelper( const std::string& name);
//! Check if a command line argument with name \a name exists
//! @return true if a command line argument of name \a name exists,
//! otherwise false
//! @param name the name of the requested argument
inline bool existArgHelper( const std::string& name) const;
//! Read args as token value pair into map for better processing
//! (Even the values remain strings until the parameter values is
//! requested by the program.)
//! @param argc the argument count (as given to 'main')
//! @param argv the char* array containing the command line arguments
void createArgsMaps( const int argc, const char** argv);
//! Helper for "casting" the strings from the map with the unprocessed
//! values to the correct
//! data type.
//! @return true if conversion succeeded, otherwise false
//! @param element the value as string
//! @param val the value as type T
template<class T>
static inline bool convertToT( const std::string& element, T& val);
public:
// typedefs internal
//! container for a processed command line argument
//! typeid is used to easily be able to decide if a re-requested token-value
//! pair match the type of the first conversion
typedef std::pair< const std::type_info*, void*> ValType;
//! map of already converted values
typedef std::map< std::string, ValType > ArgsMap;
//! iterator for the map of already converted values
typedef ArgsMap::iterator ArgsMapIter;
typedef ArgsMap::const_iterator ConstArgsMapIter;
//! map of unprocessed (means unconverted) token-value pairs
typedef std::map< std::string, std::string> UnpMap;
//! iterator for the map of unprocessed (means unconverted) token-value pairs
typedef std::map< std::string, std::string>::iterator UnpMapIter;
private:
#ifdef _WIN32
# pragma warning( disable: 4251)
#endif
//! rargc original value of argc
static int rargc;
//! rargv contains command line arguments in raw format
static char** rargv;
//! args Map containing the already converted token-value pairs
ArgsMap args;
//! args Map containing the unprocessed / unconverted token-value pairs
UnpMap unprocessed;
//! iter Iterator for the map with the already converted token-value
//! pairs (to avoid frequent reallocation)
ArgsMapIter iter;
//! iter Iterator for the map with the unconverted token-value
//! pairs (to avoid frequent reallocation)
UnpMapIter iter_unprocessed;
#ifdef _WIN32
# pragma warning( default: 4251)
#endif
private:
//! Constructor, copy (not implemented)
CmdArgReader( const CmdArgReader&);
//! Assignment operator (not implemented)
CmdArgReader& operator=( const CmdArgReader&);
};
// variables, exported (extern)
// functions, inlined (inline)
////////////////////////////////////////////////////////////////////////////////
//! Conversion function for command line argument arrays
//! @note This function is used each type for which no template specialization
//! exist (which will cause errors if the type does not fulfill the std::vector
//! interface).
////////////////////////////////////////////////////////////////////////////////
template<class T>
/*static*/ inline bool
CmdArgReader::convertToT( const std::string& element, T& val)
{
// preallocate storage
val.resize( std::count( element.begin(), element.end(), ',') + 1);
unsigned int i = 0;
std::string::size_type pos_start = 1; // leave array prefix '['
std::string::size_type pos_end = 0;
// do for all elements of the comma seperated list
while( std::string::npos != ( pos_end = element.find(',', pos_end+1)) )
{
// convert each element by the appropriate function
if ( ! convertToT< typename T::value_type >(
std::string( element, pos_start, pos_end - pos_start), val[i]))
{
return false;
}
pos_start = pos_end + 1;
++i;
}
std::string tmp1( element, pos_start, element.length() - pos_start - 1);
// process last element (leave array postfix ']')
if ( ! convertToT< typename T::value_type >( std::string( element,
pos_start,
element.length() - pos_start - 1),
val[i]))
{
return false;
}
// possible to process all elements?
return true;
}
////////////////////////////////////////////////////////////////////////////////
//! Conversion function for command line arguments of type int
////////////////////////////////////////////////////////////////////////////////
template<>
inline bool
CmdArgReader::convertToT<int>( const std::string& element, int& val)
{
std::istringstream ios( element);
ios >> val;
bool ret_val = false;
if ( ios.eof())
{
ret_val = true;
}
return ret_val;
}
////////////////////////////////////////////////////////////////////////////////
//! Conversion function for command line arguments of type float
////////////////////////////////////////////////////////////////////////////////
template<>
inline bool
CmdArgReader::convertToT<float>( const std::string& element, float& val)
{
std::istringstream ios( element);
ios >> val;
bool ret_val = false;
if ( ios.eof())
{
ret_val = true;
}
return ret_val;
}
////////////////////////////////////////////////////////////////////////////////
//! Conversion function for command line arguments of type double
////////////////////////////////////////////////////////////////////////////////
template<>
inline bool
CmdArgReader::convertToT<double>( const std::string& element, double& val)
{
std::istringstream ios( element);
ios >> val;
bool ret_val = false;
if ( ios.eof())
{
ret_val = true;
}
return ret_val;
}
////////////////////////////////////////////////////////////////////////////////
//! Conversion function for command line arguments of type string
////////////////////////////////////////////////////////////////////////////////
template<>
inline bool
CmdArgReader::convertToT<std::string>( const std::string& element,
std::string& val)
{
val = element;
return true;
}
////////////////////////////////////////////////////////////////////////////////
//! Conversion function for command line arguments of type bool
////////////////////////////////////////////////////////////////////////////////
template<>
inline bool
CmdArgReader::convertToT<bool>( const std::string& element, bool& val)
{
// check if value is given as string-type { true | false }
if ( "true" == element)
{
val = true;
return true;
}
else if ( "false" == element)
{
val = false;
return true;
}
// check if argument is given as integer { 0 | 1 }
else
{
int tmp;
if ( convertToT<int>( element, tmp))
{
if ( 1 == tmp)
{
val = true;
return true;
}
else if ( 0 == tmp)
{
val = false;
return true;
}
}
}
return false;
}
////////////////////////////////////////////////////////////////////////////////
//! Get the value of the command line argument with given name
//! @return A const handle to the requested argument. If the argument does
//! not exist or if it is not from type T NULL is returned
//! @param T the type of the argument requested
//! @param name the name of the requested argument
////////////////////////////////////////////////////////////////////////////////
template<class T>
/*static*/ const T*
CmdArgReader::getArg( const std::string& name)
{
if( ! self)
{
RUNTIME_EXCEPTION("CmdArgReader::getArg(): CmdArgReader not initialized.");
return NULL;
}
return self->getArgHelper<T>( name);
}
////////////////////////////////////////////////////////////////////////////////
//! Check if a command line argument with the given name exists
//! @return true if a command line argument with name \a name exists,
//! otherwise false
//! @param name name of the command line argument in question
////////////////////////////////////////////////////////////////////////////////
/*static*/ inline bool
CmdArgReader::existArg( const std::string& name)
{
if( ! self)
{
RUNTIME_EXCEPTION("CmdArgReader::getArg(): CmdArgReader not initialized.");
return false;
}
return self->existArgHelper( name);
}
////////////////////////////////////////////////////////////////////////////////
//! @brief Get the value of the command line argument with given name
//! @return A const handle to the requested argument. If the argument does
//! not exist or if it is not from type T NULL is returned
//! @param T the type of the argument requested
//! @param name the name of the requested argument
////////////////////////////////////////////////////////////////////////////////
template<class T>
const T*
CmdArgReader::getArgHelper( const std::string& name)
{
// check if argument already processed and stored in correct type
if ( args.end() != (iter = args.find( name)))
{
if ( (*(iter->second.first)) == typeid( T) )
{
return (T*) iter->second.second;
}
}
else
{
T* tmp = new T;
// check the array with unprocessed values
if ( unprocessed.end() != (iter_unprocessed = unprocessed.find( name)))
{
// try to "cast" the string to the type requested
if ( convertToT< T >( iter_unprocessed->second, *tmp))
{
// add the token element pair to map of already converted values
args[name] = std::make_pair( &(typeid( T)), (void*) tmp);
return tmp;
}
}
// not used while not inserted into the map -> cleanup
delete tmp;
}
// failed, argument not available
return NULL;
}
////////////////////////////////////////////////////////////////////////////////
//! Check if a command line argument with name \a name exists
//! @return true if a command line argument of name \a name exists,
//! otherwise false
//! @param name the name of the requested argument
////////////////////////////////////////////////////////////////////////////////
inline bool
CmdArgReader::existArgHelper( const std::string& name) const
{
bool ret_val = false;
// check if argument already processed and stored in correct type
if( args.end() != args.find( name))
{
ret_val = true;
}
else
{
// check the array with unprocessed values
if ( unprocessed.end() != unprocessed.find( name))
{
ret_val = true;
}
}
return ret_val;
}
////////////////////////////////////////////////////////////////////////////////
//! Get the original / raw argc program argument
////////////////////////////////////////////////////////////////////////////////
/*static*/ inline int&
CmdArgReader::getRArgc()
{
if( ! self)
{
RUNTIME_EXCEPTION("CmdArgReader::getRArgc(): CmdArgReader not initialized.");
}
return rargc;
}
////////////////////////////////////////////////////////////////////////////////
//! Get the original / raw argv program argument
////////////////////////////////////////////////////////////////////////////////
/*static*/ inline char**&
CmdArgReader::getRArgv()
{
if( ! self)
{
RUNTIME_EXCEPTION("CmdArgReader::getRArgc(): CmdArgReader not initialized.");
}
return rargv;
}
// functions, exported (extern)
#endif // #ifndef _CMDARGREADER_H_

View File

@@ -0,0 +1,151 @@
/*
* Copyright 1993-2010 NVIDIA Corporation. All rights reserved.
*
* Please refer to the NVIDIA end user license agreement (EULA) associated
* with this source code for terms and conditions that govern your use of
* this software. Any use, reproduction, disclosure, or distribution of
* this software and related documentation outside the terms of the EULA
* is strictly prohibited.
*
*/
/* CUda UTility Library */
#ifndef _EXCEPTION_H_
#define _EXCEPTION_H_
// includes, system
#include <exception>
#include <stdexcept>
#include <iostream>
#include <stdlib.h>
//! Exception wrapper.
//! @param Std_Exception Exception out of namespace std for easy typing.
template<class Std_Exception>
class Exception : public Std_Exception
{
public:
//! @brief Static construction interface
//! @return Alwayss throws ( Located_Exception<Exception>)
//! @param file file in which the Exception occurs
//! @param line line in which the Exception occurs
//! @param detailed details on the code fragment causing the Exception
static void throw_it( const char* file,
const int line,
const char* detailed = "-" );
//! Static construction interface
//! @return Alwayss throws ( Located_Exception<Exception>)
//! @param file file in which the Exception occurs
//! @param line line in which the Exception occurs
//! @param detailed details on the code fragment causing the Exception
static void throw_it( const char* file,
const int line,
const std::string& detailed);
//! Destructor
virtual ~Exception() throw();
private:
//! Constructor, default (private)
Exception();
//! Constructor, standard
//! @param str string returned by what()
Exception( const std::string& str);
};
////////////////////////////////////////////////////////////////////////////////
//! Exception handler function for arbitrary exceptions
//! @param ex exception to handle
////////////////////////////////////////////////////////////////////////////////
template<class Exception_Typ>
inline void
handleException( const Exception_Typ& ex)
{
std::cerr << ex.what() << std::endl;
exit( EXIT_FAILURE);
}
//! Convenience macros
//! Exception caused by dynamic program behavior, e.g. file does not exist
#define RUNTIME_EXCEPTION( msg) \
Exception<std::runtime_error>::throw_it( __FILE__, __LINE__, msg)
//! Logic exception in program, e.g. an assert failed
#define LOGIC_EXCEPTION( msg) \
Exception<std::logic_error>::throw_it( __FILE__, __LINE__, msg)
//! Out of range exception
#define RANGE_EXCEPTION( msg) \
Exception<std::range_error>::throw_it( __FILE__, __LINE__, msg)
////////////////////////////////////////////////////////////////////////////////
//! Implementation
// includes, system
#include <sstream>
////////////////////////////////////////////////////////////////////////////////
//! Static construction interface.
//! @param Exception causing code fragment (file and line) and detailed infos.
////////////////////////////////////////////////////////////////////////////////
/*static*/ template<class Std_Exception>
void
Exception<Std_Exception>::
throw_it( const char* file, const int line, const char* detailed)
{
std::stringstream s;
// Quiet heavy-weight but exceptions are not for
// performance / release versions
s << "Exception in file '" << file << "' in line " << line << "\n"
<< "Detailed description: " << detailed << "\n";
throw Exception( s.str());
}
////////////////////////////////////////////////////////////////////////////////
//! Static construction interface.
//! @param Exception causing code fragment (file and line) and detailed infos.
////////////////////////////////////////////////////////////////////////////////
/*static*/ template<class Std_Exception>
void
Exception<Std_Exception>::
throw_it( const char* file, const int line, const std::string& msg)
{
throw_it( file, line, msg.c_str());
}
////////////////////////////////////////////////////////////////////////////////
//! Constructor, default (private).
////////////////////////////////////////////////////////////////////////////////
template<class Std_Exception>
Exception<Std_Exception>::Exception() :
Exception("Unknown Exception.\n")
{ }
////////////////////////////////////////////////////////////////////////////////
//! Constructor, standard (private).
//! String returned by what().
////////////////////////////////////////////////////////////////////////////////
template<class Std_Exception>
Exception<Std_Exception>::Exception( const std::string& s) :
Std_Exception( s)
{ }
////////////////////////////////////////////////////////////////////////////////
//! Destructor
////////////////////////////////////////////////////////////////////////////////
template<class Std_Exception>
Exception<Std_Exception>::~Exception() throw() { }
// functions, exported
#endif // #ifndef _EXCEPTION_H_

View File

@@ -55,10 +55,10 @@ int main( int argc, const char** argv)
// run the main test
int result = runTest(argc, argv);
//oclCheckError(result, 0);
oclCheckError(result, 0);
}
double transposeGPU(const char* kernelName, bool useLocalMem, cl_uint ciDeviceCount, float* h_idata, float* h_odata, unsigned int size_x, unsigned int size_y)
static double transposeGPU(const char* kernelName, bool useLocalMem, cl_uint ciDeviceCount, float* h_idata, float* h_odata, unsigned int size_x, unsigned int size_y)
{
cl_mem d_odata[MAX_GPU_COUNT];
cl_mem d_idata[MAX_GPU_COUNT];
@@ -79,16 +79,16 @@ double transposeGPU(const char* kernelName, bool useLocalMem, cl_uint ciDeviceC
// allocate device memory and copy host to device memory
d_idata[i] = clCreateBuffer(cxGPUContext, CL_MEM_READ_ONLY | CL_MEM_COPY_HOST_PTR,
mem_size, h_idata, &ciErrNum);
//oclCheckError(ciErrNum, CL_SUCCESS);
oclCheckError(ciErrNum, CL_SUCCESS);
// create buffer to store output
d_odata[i] = clCreateBuffer(cxGPUContext, CL_MEM_WRITE_ONLY ,
sizePerGPU*size_y*sizeof(float), NULL, &ciErrNum);
//oclCheckError(ciErrNum, CL_SUCCESS);
oclCheckError(ciErrNum, CL_SUCCESS);
// create the naive transpose kernel
ckKernel[i] = clCreateKernel(rv_program, kernelName, &ciErrNum);
//oclCheckError(ciErrNum, CL_SUCCESS);
oclCheckError(ciErrNum, CL_SUCCESS);
// set the args values for the naive kernel
size_t offset = i * sizePerGPU;
@@ -97,12 +97,11 @@ double transposeGPU(const char* kernelName, bool useLocalMem, cl_uint ciDeviceC
ciErrNum |= clSetKernelArg(ckKernel[i], 2, sizeof(int), &offset);
ciErrNum |= clSetKernelArg(ckKernel[i], 3, sizeof(int), &size_x);
ciErrNum |= clSetKernelArg(ckKernel[i], 4, sizeof(int), &size_y);
if(useLocalMem)
{
if (useLocalMem) {
ciErrNum |= clSetKernelArg(ckKernel[i], 5, (BLOCK_DIM + 1) * BLOCK_DIM * sizeof(float), 0 );
}
}
//oclCheckError(ciErrNum, CL_SUCCESS);
oclCheckError(ciErrNum, CL_SUCCESS);
// set up execution configuration
szLocalWorkSize[0] = BLOCK_DIM;
@@ -111,18 +110,16 @@ double transposeGPU(const char* kernelName, bool useLocalMem, cl_uint ciDeviceC
szGlobalWorkSize[1] = shrRoundUp(BLOCK_DIM, size_y);
// execute the kernel numIterations times
int numIterations = 100;
//int numIterations = 100;
int numIterations = 1;
shrLog("\nProcessing a %d by %d matrix of floats...\n\n", size_x, size_y);
for (int i = -1; i < numIterations; ++i)
{
// Start time measurement after warmup
if( i == 0 ) shrDeltaT(0);
for(unsigned int k=0; k < ciDeviceCount; ++k){
ciErrNum |= clEnqueueNDRangeKernel(commandQueue[k], ckKernel[k], 2, NULL,
szGlobalWorkSize, szLocalWorkSize, 0, NULL, NULL);
for (int i = -1; i < numIterations; ++i) {
if (i == 0)
shrDeltaT(0);
for (unsigned int k=0; k < ciDeviceCount; ++k) {
ciErrNum |= clEnqueueNDRangeKernel(commandQueue[k], ckKernel[k], 2, NULL, szGlobalWorkSize, szLocalWorkSize, 0, NULL, NULL);
}
//oclCheckError(ciErrNum, CL_SUCCESS);
oclCheckError(ciErrNum, CL_SUCCESS);
}
// Block CPU till GPU is done
@@ -130,7 +127,7 @@ double transposeGPU(const char* kernelName, bool useLocalMem, cl_uint ciDeviceC
ciErrNum |= clFinish(commandQueue[k]);
}
double time = shrDeltaT(0)/(double)numIterations;
//oclCheckError(ciErrNum, CL_SUCCESS);
oclCheckError(ciErrNum, CL_SUCCESS);
// Copy back to host
for(unsigned int i = 0; i < ciDeviceCount; ++i){
@@ -141,17 +138,18 @@ double transposeGPU(const char* kernelName, bool useLocalMem, cl_uint ciDeviceC
size * size_y * sizeof(float), &h_odata[offset * size_y],
0, NULL, NULL);
}
//oclCheckError(ciErrNum, CL_SUCCESS);
oclCheckError(ciErrNum, CL_SUCCESS);
for(unsigned int i = 0; i < ciDeviceCount; ++i){
ciErrNum |= clReleaseMemObject(d_idata[i]);
ciErrNum |= clReleaseMemObject(d_odata[i]);
ciErrNum |= clReleaseKernel(ckKernel[i]);
}
//oclCheckError(ciErrNum, CL_SUCCESS);
oclCheckError(ciErrNum, CL_SUCCESS);
return time;
}
uint8_t *kernel_bin = NULL;
static int read_kernel_file(const char* filename, uint8_t** data, size_t* size) {
@@ -174,14 +172,17 @@ static int read_kernel_file(const char* filename, uint8_t** data, size_t* size)
return 0;
}
//! Run a simple test for CUDA
// *********************************************************************
int runTest( const int argc, const char** argv)
{
cl_int ciErrNum;
cl_uint ciDeviceCount;
unsigned int size_x = 2048;
unsigned int size_y = 2048;
//unsigned int size_x = 2048;
//unsigned int size_y = 2048;
unsigned int size_x = 64;
unsigned int size_y = 64;
int temp;
if( shrGetCmdLineArgumenti( argc, argv,"width", &temp) ){
@@ -197,18 +198,18 @@ int runTest( const int argc, const char** argv)
//Get the NVIDIA platform
ciErrNum = oclGetPlatformID(&cpPlatform);
//oclCheckError(ciErrNum, CL_SUCCESS);
oclCheckError(ciErrNum, CL_SUCCESS);
//Get the devices
ciErrNum = clGetDeviceIDs(cpPlatform, CL_DEVICE_TYPE_DEFAULT, 0, NULL, &uiNumDevices);
//oclCheckError(ciErrNum, CL_SUCCESS);
oclCheckError(ciErrNum, CL_SUCCESS);
cdDevices = (cl_device_id *)malloc(uiNumDevices * sizeof(cl_device_id) );
ciErrNum = clGetDeviceIDs(cpPlatform, CL_DEVICE_TYPE_DEFAULT, uiNumDevices, cdDevices, NULL);
//oclCheckError(ciErrNum, CL_SUCCESS);
oclCheckError(ciErrNum, CL_SUCCESS);
//Create the context
cxGPUContext = clCreateContext(0, uiNumDevices, cdDevices, NULL, NULL, &ciErrNum);
//oclCheckError(ciErrNum, CL_SUCCESS);
oclCheckError(ciErrNum, CL_SUCCESS);
if(shrCheckCmdLineFlag(argc, (const char**)argv, "device"))
{
@@ -301,26 +302,27 @@ int runTest( const int argc, const char** argv)
srand(15235911);
shrFillArray(h_idata, (size_x * size_y));
// Program Setup
size_t program_length;
char* source_path = shrFindFilePath("transpose.cl", argv[0]);
//oclCheckError(source_path != NULL, shrTRUE);
char *source = oclLoadProgSource(source_path, "", &program_length);
//oclCheckError(source != NULL, shrTRUE);
size_t kernel_size;
cl_int binary_status = 0;
cl_device_id device_id;
// create the program
rv_program = clCreateProgramWithBinary(
cxGPUContext, 1, &device_id, &kernel_size, (const uint8_t**)&kernel_bin, &binary_status, NULL);
//rv_program = clCreateProgramWithSource(cxGPUContext, 1,
// (const char **)&source, &program_length, &ciErrNum);
//oclCheckError(ciErrNum, CL_SUCCESS);
uint8_t *kernel_bin = NULL;
size_t kernel_size;
cl_int binary_status = 0;
ciErrNum = read_kernel_file("kernel.pocl", &kernel_bin, &kernel_size);
if (ciErrNum != CL_SUCCESS) {
shrLog(" Error %i in read_kernel_file call !!!\n\n", ciErrNum);
return ciErrNum;
}
rv_program = clCreateProgramWithBinary(
cxGPUContext, 1, cdDevices, &kernel_size, (const uint8_t**)&kernel_bin, &binary_status, &ciErrNum);
if (ciErrNum != CL_SUCCESS) {
shrLog(" Error %i in clCreateProgramWithBinary call !!!\n\n", ciErrNum);
return ciErrNum;
}
// build the program
ciErrNum = clBuildProgram(rv_program, 0, NULL, "-cl-fast-relaxed-math", NULL, NULL);
if (ciErrNum != CL_SUCCESS)
{
if (ciErrNum != CL_SUCCESS) {
// write out standard error, Build Log and PTX, then return error
shrLogEx(LOGBOTH | ERRORMSG, ciErrNum, STDERROR);
oclLogBuildInfo(rv_program, oclGetFirstDev(cxGPUContext));
@@ -331,13 +333,13 @@ int runTest( const int argc, const char** argv)
// Run Naive Kernel
#ifdef GPU_PROFILING
// Matrix Copy kernel runs to measure reference performance.
double uncoalescedCopyTime = transposeGPU("uncoalesced_copy", false, ciDeviceCount, h_idata, h_odata, size_x, size_y);
double simpleCopyTime = transposeGPU("simple_copy", false, ciDeviceCount, h_idata, h_odata, size_x, size_y);
double sharedCopyTime = transposeGPU("shared_copy", true, ciDeviceCount, h_idata, h_odata, size_x, size_y);
//double uncoalescedCopyTime = transposeGPU("uncoalesced_copy", false, ciDeviceCount, h_idata, h_odata, size_x, size_y);
//double simpleCopyTime = transposeGPU("simple_copy", false, ciDeviceCount, h_idata, h_odata, size_x, size_y);
//double sharedCopyTime = transposeGPU("shared_copy", true, ciDeviceCount, h_idata, h_odata, size_x, size_y);
#endif
double naiveTime = transposeGPU("transpose_naive", false, ciDeviceCount, h_idata, h_odata, size_x, size_y);
double optimizedTime = transposeGPU("transpose", true, ciDeviceCount, h_idata, h_odata, size_x, size_y);
//double optimizedTime = transposeGPU("transpose", true, ciDeviceCount, h_idata, h_odata, size_x, size_y);
#ifdef GPU_PROFILING
// log times
@@ -369,8 +371,8 @@ int runTest( const int argc, const char** argv)
free(h_idata);
free(h_odata);
free(reference);
free(source);
free(source_path);
//free(source);
//free(source_path);
// cleanup OpenCL
ciErrNum = clReleaseProgram(rv_program);
@@ -379,7 +381,7 @@ int runTest( const int argc, const char** argv)
ciErrNum |= clReleaseCommandQueue(commandQueue[i]);
}
ciErrNum |= clReleaseContext(cxGPUContext);
//oclCheckError(ciErrNum, CL_SUCCESS);
oclCheckError(ciErrNum, CL_SUCCESS);
// pass or fail (cumulative... all tests in the loop)
shrQAFinishExit(argc, (const char **)argv, (1 == res) ? QA_PASSED : QA_FAILED);

View File

@@ -0,0 +1,806 @@
/*
* Copyright 1993-2010 NVIDIA Corporation. All rights reserved.
*
* Please refer to the NVIDIA end user license agreement (EULA) associated
* with this source code for terms and conditions that govern your use of
* this software. Any use, reproduction, disclosure, or distribution of
* this software and related documentation outside the terms of the EULA
* is strictly prohibited.
*
*/
// *********************************************************************
// Utilities specific to OpenCL samples in NVIDIA GPU Computing SDK
// *********************************************************************
#include <fstream>
#include <vector>
#include <iostream>
#include <algorithm>
#include <stdarg.h>
#include "oclUtils.h"
//////////////////////////////////////////////////////////////////////////////
//! Gets the platform ID for NVIDIA if available, otherwise default
//!
//! @return the id
//! @param clSelectedPlatformID OpenCL platoform ID
//////////////////////////////////////////////////////////////////////////////
cl_int oclGetPlatformID(cl_platform_id* clSelectedPlatformID)
{
char chBuffer[1024];
cl_uint num_platforms;
cl_platform_id* clPlatformIDs;
cl_int ciErrNum;
*clSelectedPlatformID = NULL;
// Get OpenCL platform count
ciErrNum = clGetPlatformIDs (0, NULL, &num_platforms);
if (ciErrNum != CL_SUCCESS)
{
shrLog(" Error %i in clGetPlatformIDs Call !!!\n\n", ciErrNum);
return -1000;
}
else
{
if(num_platforms == 0)
{
shrLog("No OpenCL platform found!\n\n");
return -2000;
}
else
{
// if there's a platform or more, make space for ID's
if ((clPlatformIDs = (cl_platform_id*)malloc(num_platforms * sizeof(cl_platform_id))) == NULL)
{
shrLog("Failed to allocate memory for cl_platform ID's!\n\n");
return -3000;
}
// get platform info for each platform and trap the NVIDIA platform if found
ciErrNum = clGetPlatformIDs (num_platforms, clPlatformIDs, NULL);
for(cl_uint i = 0; i < num_platforms; ++i)
{
ciErrNum = clGetPlatformInfo (clPlatformIDs[i], CL_PLATFORM_NAME, 1024, &chBuffer, NULL);
if(ciErrNum == CL_SUCCESS)
{
if(strstr(chBuffer, "NVIDIA") != NULL)
{
*clSelectedPlatformID = clPlatformIDs[i];
break;
}
}
}
// default to zeroeth platform if NVIDIA not found
if(*clSelectedPlatformID == NULL)
{
shrLog("WARNING: NVIDIA OpenCL platform not found - defaulting to first platform!\n\n");
*clSelectedPlatformID = clPlatformIDs[0];
}
free(clPlatformIDs);
}
}
return CL_SUCCESS;
}
//////////////////////////////////////////////////////////////////////////////
//! Print the device name
//!
//! @param iLogMode enum LOGBOTH, LOGCONSOLE, LOGFILE
//! @param device OpenCL id of the device
//////////////////////////////////////////////////////////////////////////////
void oclPrintDevName(int iLogMode, cl_device_id device)
{
char device_string[1024];
clGetDeviceInfo(device, CL_DEVICE_NAME, sizeof(device_string), &device_string, NULL);
shrLogEx(iLogMode, 0, "%s", device_string);
}
//////////////////////////////////////////////////////////////////////////////
//! Print info about the device
//!
//! @param iLogMode enum LOGBOTH, LOGCONSOLE, LOGFILE
//! @param device OpenCL id of the device
//////////////////////////////////////////////////////////////////////////////
void oclPrintDevInfo(int iLogMode, cl_device_id device)
{
char device_string[1024];
bool nv_device_attibute_query = false;
// CL_DEVICE_NAME
clGetDeviceInfo(device, CL_DEVICE_NAME, sizeof(device_string), &device_string, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_NAME: \t\t\t%s\n", device_string);
// CL_DEVICE_VENDOR
clGetDeviceInfo(device, CL_DEVICE_VENDOR, sizeof(device_string), &device_string, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_VENDOR: \t\t\t%s\n", device_string);
// CL_DRIVER_VERSION
clGetDeviceInfo(device, CL_DRIVER_VERSION, sizeof(device_string), &device_string, NULL);
shrLogEx(iLogMode, 0, " CL_DRIVER_VERSION: \t\t\t%s\n", device_string);
// CL_DEVICE_VERSION
clGetDeviceInfo(device, CL_DEVICE_VERSION, sizeof(device_string), &device_string, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_VERSION: \t\t\t%s\n", device_string);
// CL_DEVICE_OPENCL_C_VERSION (if CL_DEVICE_VERSION version > 1.0)
if(strncmp("OpenCL 1.0", device_string, 10) != 0)
{
// This code is unused for devices reporting OpenCL 1.0, but a def is needed anyway to allow compilation using v 1.0 headers
// This constant isn't #defined in 1.0
#ifndef CL_DEVICE_OPENCL_C_VERSION
#define CL_DEVICE_OPENCL_C_VERSION 0x103D
#endif
clGetDeviceInfo(device, CL_DEVICE_OPENCL_C_VERSION, sizeof(device_string), &device_string, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_OPENCL_C_VERSION: \t\t%s\n", device_string);
}
// CL_DEVICE_TYPE
cl_device_type type;
clGetDeviceInfo(device, CL_DEVICE_TYPE, sizeof(type), &type, NULL);
if( type & CL_DEVICE_TYPE_CPU )
shrLogEx(iLogMode, 0, " CL_DEVICE_TYPE:\t\t\t%s\n", "CL_DEVICE_TYPE_CPU");
if( type & CL_DEVICE_TYPE_GPU )
shrLogEx(iLogMode, 0, " CL_DEVICE_TYPE:\t\t\t%s\n", "CL_DEVICE_TYPE_GPU");
if( type & CL_DEVICE_TYPE_ACCELERATOR )
shrLogEx(iLogMode, 0, " CL_DEVICE_TYPE:\t\t\t%s\n", "CL_DEVICE_TYPE_ACCELERATOR");
if( type & CL_DEVICE_TYPE_DEFAULT )
shrLogEx(iLogMode, 0, " CL_DEVICE_TYPE:\t\t\t%s\n", "CL_DEVICE_TYPE_DEFAULT");
// CL_DEVICE_MAX_COMPUTE_UNITS
cl_uint compute_units;
clGetDeviceInfo(device, CL_DEVICE_MAX_COMPUTE_UNITS, sizeof(compute_units), &compute_units, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_MAX_COMPUTE_UNITS:\t\t%u\n", compute_units);
// CL_DEVICE_MAX_WORK_ITEM_DIMENSIONS
size_t workitem_dims;
clGetDeviceInfo(device, CL_DEVICE_MAX_WORK_ITEM_DIMENSIONS, sizeof(workitem_dims), &workitem_dims, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_MAX_WORK_ITEM_DIMENSIONS:\t%u\n", workitem_dims);
// CL_DEVICE_MAX_WORK_ITEM_SIZES
size_t workitem_size[3];
clGetDeviceInfo(device, CL_DEVICE_MAX_WORK_ITEM_SIZES, sizeof(workitem_size), &workitem_size, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_MAX_WORK_ITEM_SIZES:\t%u / %u / %u \n", workitem_size[0], workitem_size[1], workitem_size[2]);
// CL_DEVICE_MAX_WORK_GROUP_SIZE
size_t workgroup_size;
clGetDeviceInfo(device, CL_DEVICE_MAX_WORK_GROUP_SIZE, sizeof(workgroup_size), &workgroup_size, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_MAX_WORK_GROUP_SIZE:\t%u\n", workgroup_size);
// CL_DEVICE_MAX_CLOCK_FREQUENCY
cl_uint clock_frequency;
clGetDeviceInfo(device, CL_DEVICE_MAX_CLOCK_FREQUENCY, sizeof(clock_frequency), &clock_frequency, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_MAX_CLOCK_FREQUENCY:\t%u MHz\n", clock_frequency);
// CL_DEVICE_ADDRESS_BITS
cl_uint addr_bits;
clGetDeviceInfo(device, CL_DEVICE_ADDRESS_BITS, sizeof(addr_bits), &addr_bits, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_ADDRESS_BITS:\t\t%u\n", addr_bits);
// CL_DEVICE_MAX_MEM_ALLOC_SIZE
cl_ulong max_mem_alloc_size;
clGetDeviceInfo(device, CL_DEVICE_MAX_MEM_ALLOC_SIZE, sizeof(max_mem_alloc_size), &max_mem_alloc_size, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_MAX_MEM_ALLOC_SIZE:\t\t%u MByte\n", (unsigned int)(max_mem_alloc_size / (1024 * 1024)));
// CL_DEVICE_GLOBAL_MEM_SIZE
cl_ulong mem_size;
clGetDeviceInfo(device, CL_DEVICE_GLOBAL_MEM_SIZE, sizeof(mem_size), &mem_size, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_GLOBAL_MEM_SIZE:\t\t%u MByte\n", (unsigned int)(mem_size / (1024 * 1024)));
// CL_DEVICE_ERROR_CORRECTION_SUPPORT
cl_bool error_correction_support;
clGetDeviceInfo(device, CL_DEVICE_ERROR_CORRECTION_SUPPORT, sizeof(error_correction_support), &error_correction_support, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_ERROR_CORRECTION_SUPPORT:\t%s\n", error_correction_support == CL_TRUE ? "yes" : "no");
// CL_DEVICE_LOCAL_MEM_TYPE
cl_device_local_mem_type local_mem_type;
clGetDeviceInfo(device, CL_DEVICE_LOCAL_MEM_TYPE, sizeof(local_mem_type), &local_mem_type, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_LOCAL_MEM_TYPE:\t\t%s\n", local_mem_type == 1 ? "local" : "global");
// CL_DEVICE_LOCAL_MEM_SIZE
clGetDeviceInfo(device, CL_DEVICE_LOCAL_MEM_SIZE, sizeof(mem_size), &mem_size, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_LOCAL_MEM_SIZE:\t\t%u KByte\n", (unsigned int)(mem_size / 1024));
// CL_DEVICE_MAX_CONSTANT_BUFFER_SIZE
clGetDeviceInfo(device, CL_DEVICE_MAX_CONSTANT_BUFFER_SIZE, sizeof(mem_size), &mem_size, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_MAX_CONSTANT_BUFFER_SIZE:\t%u KByte\n", (unsigned int)(mem_size / 1024));
// CL_DEVICE_QUEUE_PROPERTIES
cl_command_queue_properties queue_properties;
clGetDeviceInfo(device, CL_DEVICE_QUEUE_PROPERTIES, sizeof(queue_properties), &queue_properties, NULL);
if( queue_properties & CL_QUEUE_OUT_OF_ORDER_EXEC_MODE_ENABLE )
shrLogEx(iLogMode, 0, " CL_DEVICE_QUEUE_PROPERTIES:\t\t%s\n", "CL_QUEUE_OUT_OF_ORDER_EXEC_MODE_ENABLE");
if( queue_properties & CL_QUEUE_PROFILING_ENABLE )
shrLogEx(iLogMode, 0, " CL_DEVICE_QUEUE_PROPERTIES:\t\t%s\n", "CL_QUEUE_PROFILING_ENABLE");
// CL_DEVICE_IMAGE_SUPPORT
cl_bool image_support;
clGetDeviceInfo(device, CL_DEVICE_IMAGE_SUPPORT, sizeof(image_support), &image_support, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_IMAGE_SUPPORT:\t\t%u\n", image_support);
// CL_DEVICE_MAX_READ_IMAGE_ARGS
cl_uint max_read_image_args;
clGetDeviceInfo(device, CL_DEVICE_MAX_READ_IMAGE_ARGS, sizeof(max_read_image_args), &max_read_image_args, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_MAX_READ_IMAGE_ARGS:\t%u\n", max_read_image_args);
// CL_DEVICE_MAX_WRITE_IMAGE_ARGS
cl_uint max_write_image_args;
clGetDeviceInfo(device, CL_DEVICE_MAX_WRITE_IMAGE_ARGS, sizeof(max_write_image_args), &max_write_image_args, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_MAX_WRITE_IMAGE_ARGS:\t%u\n", max_write_image_args);
// CL_DEVICE_SINGLE_FP_CONFIG
cl_device_fp_config fp_config;
clGetDeviceInfo(device, CL_DEVICE_SINGLE_FP_CONFIG, sizeof(cl_device_fp_config), &fp_config, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_SINGLE_FP_CONFIG:\t\t%s%s%s%s%s%s\n",
fp_config & CL_FP_DENORM ? "denorms " : "",
fp_config & CL_FP_INF_NAN ? "INF-quietNaNs " : "",
fp_config & CL_FP_ROUND_TO_NEAREST ? "round-to-nearest " : "",
fp_config & CL_FP_ROUND_TO_ZERO ? "round-to-zero " : "",
fp_config & CL_FP_ROUND_TO_INF ? "round-to-inf " : "",
fp_config & CL_FP_FMA ? "fma " : "");
// CL_DEVICE_IMAGE2D_MAX_WIDTH, CL_DEVICE_IMAGE2D_MAX_HEIGHT, CL_DEVICE_IMAGE3D_MAX_WIDTH, CL_DEVICE_IMAGE3D_MAX_HEIGHT, CL_DEVICE_IMAGE3D_MAX_DEPTH
size_t szMaxDims[5];
shrLogEx(iLogMode, 0, "\n CL_DEVICE_IMAGE <dim>");
clGetDeviceInfo(device, CL_DEVICE_IMAGE2D_MAX_WIDTH, sizeof(size_t), &szMaxDims[0], NULL);
shrLogEx(iLogMode, 0, "\t\t\t2D_MAX_WIDTH\t %u\n", szMaxDims[0]);
clGetDeviceInfo(device, CL_DEVICE_IMAGE2D_MAX_HEIGHT, sizeof(size_t), &szMaxDims[1], NULL);
shrLogEx(iLogMode, 0, "\t\t\t\t\t2D_MAX_HEIGHT\t %u\n", szMaxDims[1]);
clGetDeviceInfo(device, CL_DEVICE_IMAGE3D_MAX_WIDTH, sizeof(size_t), &szMaxDims[2], NULL);
shrLogEx(iLogMode, 0, "\t\t\t\t\t3D_MAX_WIDTH\t %u\n", szMaxDims[2]);
clGetDeviceInfo(device, CL_DEVICE_IMAGE3D_MAX_HEIGHT, sizeof(size_t), &szMaxDims[3], NULL);
shrLogEx(iLogMode, 0, "\t\t\t\t\t3D_MAX_HEIGHT\t %u\n", szMaxDims[3]);
clGetDeviceInfo(device, CL_DEVICE_IMAGE3D_MAX_DEPTH, sizeof(size_t), &szMaxDims[4], NULL);
shrLogEx(iLogMode, 0, "\t\t\t\t\t3D_MAX_DEPTH\t %u\n", szMaxDims[4]);
// CL_DEVICE_EXTENSIONS: get device extensions, and if any then parse & log the string onto separate lines
clGetDeviceInfo(device, CL_DEVICE_EXTENSIONS, sizeof(device_string), &device_string, NULL);
if (device_string != 0)
{
shrLogEx(iLogMode, 0, "\n CL_DEVICE_EXTENSIONS:");
std::string stdDevString;
stdDevString = std::string(device_string);
size_t szOldPos = 0;
size_t szSpacePos = stdDevString.find(' ', szOldPos); // extensions string is space delimited
while (szSpacePos != stdDevString.npos)
{
if( strcmp("cl_nv_device_attribute_query", stdDevString.substr(szOldPos, szSpacePos - szOldPos).c_str()) == 0 )
nv_device_attibute_query = true;
if (szOldPos > 0)
{
shrLogEx(iLogMode, 0, "\t\t");
}
shrLogEx(iLogMode, 0, "\t\t\t%s\n", stdDevString.substr(szOldPos, szSpacePos - szOldPos).c_str());
do {
szOldPos = szSpacePos + 1;
szSpacePos = stdDevString.find(' ', szOldPos);
} while (szSpacePos == szOldPos);
}
shrLogEx(iLogMode, 0, "\n");
}
else
{
shrLogEx(iLogMode, 0, " CL_DEVICE_EXTENSIONS: None\n");
}
if(nv_device_attibute_query)
{
cl_uint compute_capability_major, compute_capability_minor;
clGetDeviceInfo(device, CL_DEVICE_COMPUTE_CAPABILITY_MAJOR_NV, sizeof(cl_uint), &compute_capability_major, NULL);
clGetDeviceInfo(device, CL_DEVICE_COMPUTE_CAPABILITY_MINOR_NV, sizeof(cl_uint), &compute_capability_minor, NULL);
shrLogEx(iLogMode, 0, "\n CL_DEVICE_COMPUTE_CAPABILITY_NV:\t%u.%u\n", compute_capability_major, compute_capability_minor);
shrLogEx(iLogMode, 0, " NUMBER OF MULTIPROCESSORS:\t\t%u\n", compute_units); // this is the same value reported by CL_DEVICE_MAX_COMPUTE_UNITS
shrLogEx(iLogMode, 0, " NUMBER OF CUDA CORES:\t\t\t%u\n", ConvertSMVer2Cores(compute_capability_major, compute_capability_minor) * compute_units);
cl_uint regs_per_block;
clGetDeviceInfo(device, CL_DEVICE_REGISTERS_PER_BLOCK_NV, sizeof(cl_uint), &regs_per_block, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_REGISTERS_PER_BLOCK_NV:\t%u\n", regs_per_block);
cl_uint warp_size;
clGetDeviceInfo(device, CL_DEVICE_WARP_SIZE_NV, sizeof(cl_uint), &warp_size, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_WARP_SIZE_NV:\t\t%u\n", warp_size);
cl_bool gpu_overlap;
clGetDeviceInfo(device, CL_DEVICE_GPU_OVERLAP_NV, sizeof(cl_bool), &gpu_overlap, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_GPU_OVERLAP_NV:\t\t%s\n", gpu_overlap == CL_TRUE ? "CL_TRUE" : "CL_FALSE");
cl_bool exec_timeout;
clGetDeviceInfo(device, CL_DEVICE_KERNEL_EXEC_TIMEOUT_NV, sizeof(cl_bool), &exec_timeout, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_KERNEL_EXEC_TIMEOUT_NV:\t%s\n", exec_timeout == CL_TRUE ? "CL_TRUE" : "CL_FALSE");
cl_bool integrated_memory;
clGetDeviceInfo(device, CL_DEVICE_INTEGRATED_MEMORY_NV, sizeof(cl_bool), &integrated_memory, NULL);
shrLogEx(iLogMode, 0, " CL_DEVICE_INTEGRATED_MEMORY_NV:\t%s\n", integrated_memory == CL_TRUE ? "CL_TRUE" : "CL_FALSE");
}
// CL_DEVICE_PREFERRED_VECTOR_WIDTH_<type>
shrLogEx(iLogMode, 0, " CL_DEVICE_PREFERRED_VECTOR_WIDTH_<t>\t");
cl_uint vec_width [6];
clGetDeviceInfo(device, CL_DEVICE_PREFERRED_VECTOR_WIDTH_CHAR, sizeof(cl_uint), &vec_width[0], NULL);
clGetDeviceInfo(device, CL_DEVICE_PREFERRED_VECTOR_WIDTH_SHORT, sizeof(cl_uint), &vec_width[1], NULL);
clGetDeviceInfo(device, CL_DEVICE_PREFERRED_VECTOR_WIDTH_INT, sizeof(cl_uint), &vec_width[2], NULL);
clGetDeviceInfo(device, CL_DEVICE_PREFERRED_VECTOR_WIDTH_LONG, sizeof(cl_uint), &vec_width[3], NULL);
clGetDeviceInfo(device, CL_DEVICE_PREFERRED_VECTOR_WIDTH_FLOAT, sizeof(cl_uint), &vec_width[4], NULL);
clGetDeviceInfo(device, CL_DEVICE_PREFERRED_VECTOR_WIDTH_DOUBLE, sizeof(cl_uint), &vec_width[5], NULL);
shrLogEx(iLogMode, 0, "CHAR %u, SHORT %u, INT %u, LONG %u, FLOAT %u, DOUBLE %u\n\n\n",
vec_width[0], vec_width[1], vec_width[2], vec_width[3], vec_width[4], vec_width[5]);
}
//////////////////////////////////////////////////////////////////////////////
//! Get and return device capability
//!
//! @return the 2 digit integer representation of device Cap (major minor). return -1 if NA
//! @param device OpenCL id of the device
//////////////////////////////////////////////////////////////////////////////
int oclGetDevCap(cl_device_id device)
{
char cDevString[1024];
bool bDevAttributeQuery = false;
int iDevArch = -1;
// Get device extensions, and if any then search for cl_nv_device_attribute_query
clGetDeviceInfo(device, CL_DEVICE_EXTENSIONS, sizeof(cDevString), &cDevString, NULL);
if (cDevString != 0)
{
std::string stdDevString;
stdDevString = std::string(cDevString);
size_t szOldPos = 0;
size_t szSpacePos = stdDevString.find(' ', szOldPos); // extensions string is space delimited
while (szSpacePos != stdDevString.npos)
{
if( strcmp("cl_nv_device_attribute_query", stdDevString.substr(szOldPos, szSpacePos - szOldPos).c_str()) == 0 )
{
bDevAttributeQuery = true;
}
do {
szOldPos = szSpacePos + 1;
szSpacePos = stdDevString.find(' ', szOldPos);
} while (szSpacePos == szOldPos);
}
}
// if search succeeded, get device caps
if(bDevAttributeQuery)
{
cl_int iComputeCapMajor, iComputeCapMinor;
clGetDeviceInfo(device, CL_DEVICE_COMPUTE_CAPABILITY_MAJOR_NV, sizeof(cl_uint), (void*)&iComputeCapMajor, NULL);
clGetDeviceInfo(device, CL_DEVICE_COMPUTE_CAPABILITY_MINOR_NV, sizeof(cl_uint), (void*)&iComputeCapMinor, NULL);
iDevArch = (10 * iComputeCapMajor) + iComputeCapMinor;
}
return iDevArch;
}
//////////////////////////////////////////////////////////////////////////////
//! Gets the id of the first device from the context
//!
//! @return the id
//! @param cxGPUContext OpenCL context
//////////////////////////////////////////////////////////////////////////////
cl_device_id oclGetFirstDev(cl_context cxGPUContext)
{
size_t szParmDataBytes;
cl_device_id* cdDevices;
// get the list of GPU devices associated with context
clGetContextInfo(cxGPUContext, CL_CONTEXT_DEVICES, 0, NULL, &szParmDataBytes);
cdDevices = (cl_device_id*) malloc(szParmDataBytes);
clGetContextInfo(cxGPUContext, CL_CONTEXT_DEVICES, szParmDataBytes, cdDevices, NULL);
cl_device_id first = cdDevices[0];
free(cdDevices);
return first;
}
//////////////////////////////////////////////////////////////////////////////
//! Gets the id of device with maximal FLOPS from the context
//!
//! @return the id
//! @param cxGPUContext OpenCL context
//////////////////////////////////////////////////////////////////////////////
cl_device_id oclGetMaxFlopsDev(cl_context cxGPUContext)
{
size_t szParmDataBytes;
cl_device_id* cdDevices;
// get the list of GPU devices associated with context
clGetContextInfo(cxGPUContext, CL_CONTEXT_DEVICES, 0, NULL, &szParmDataBytes);
cdDevices = (cl_device_id*) malloc(szParmDataBytes);
size_t device_count = szParmDataBytes / sizeof(cl_device_id);
clGetContextInfo(cxGPUContext, CL_CONTEXT_DEVICES, szParmDataBytes, cdDevices, NULL);
cl_device_id max_flops_device = cdDevices[0];
int max_flops = 0;
size_t current_device = 0;
// CL_DEVICE_MAX_COMPUTE_UNITS
cl_uint compute_units;
clGetDeviceInfo(cdDevices[current_device], CL_DEVICE_MAX_COMPUTE_UNITS, sizeof(compute_units), &compute_units, NULL);
// CL_DEVICE_MAX_CLOCK_FREQUENCY
cl_uint clock_frequency;
clGetDeviceInfo(cdDevices[current_device], CL_DEVICE_MAX_CLOCK_FREQUENCY, sizeof(clock_frequency), &clock_frequency, NULL);
max_flops = compute_units * clock_frequency;
++current_device;
while( current_device < device_count )
{
// CL_DEVICE_MAX_COMPUTE_UNITS
cl_uint compute_units;
clGetDeviceInfo(cdDevices[current_device], CL_DEVICE_MAX_COMPUTE_UNITS, sizeof(compute_units), &compute_units, NULL);
// CL_DEVICE_MAX_CLOCK_FREQUENCY
cl_uint clock_frequency;
clGetDeviceInfo(cdDevices[current_device], CL_DEVICE_MAX_CLOCK_FREQUENCY, sizeof(clock_frequency), &clock_frequency, NULL);
int flops = compute_units * clock_frequency;
if( flops > max_flops )
{
max_flops = flops;
max_flops_device = cdDevices[current_device];
}
++current_device;
}
free(cdDevices);
return max_flops_device;
}
//////////////////////////////////////////////////////////////////////////////
//! Loads a Program file and prepends the cPreamble to the code.
//!
//! @return the source string if succeeded, 0 otherwise
//! @param cFilename program filename
//! @param cPreamble code that is prepended to the loaded file, typically a set of #defines or a header
//! @param szFinalLength returned length of the code string
//////////////////////////////////////////////////////////////////////////////
char* oclLoadProgSource(const char* cFilename, const char* cPreamble, size_t* szFinalLength)
{
// locals
FILE* pFileStream = NULL;
size_t szSourceLength;
// open the OpenCL source code file
#ifdef _WIN32 // Windows version
if(fopen_s(&pFileStream, cFilename, "rb") != 0)
{
return NULL;
}
#else // Linux version
pFileStream = fopen(cFilename, "rb");
if(pFileStream == 0)
{
return NULL;
}
#endif
size_t szPreambleLength = strlen(cPreamble);
// get the length of the source code
fseek(pFileStream, 0, SEEK_END);
szSourceLength = ftell(pFileStream);
fseek(pFileStream, 0, SEEK_SET);
// allocate a buffer for the source code string and read it in
char* cSourceString = (char *)malloc(szSourceLength + szPreambleLength + 1);
memcpy(cSourceString, cPreamble, szPreambleLength);
if (fread((cSourceString) + szPreambleLength, szSourceLength, 1, pFileStream) != 1)
{
fclose(pFileStream);
free(cSourceString);
return 0;
}
// close the file and return the total length of the combined (preamble + source) string
fclose(pFileStream);
if(szFinalLength != 0)
{
*szFinalLength = szSourceLength + szPreambleLength;
}
cSourceString[szSourceLength + szPreambleLength] = '\0';
return cSourceString;
}
//////////////////////////////////////////////////////////////////////////////
//! Gets the id of the nth device from the context
//!
//! @return the id or -1 when out of range
//! @param cxGPUContext OpenCL context
//! @param device_idx index of the device of interest
//////////////////////////////////////////////////////////////////////////////
cl_device_id oclGetDev(cl_context cxGPUContext, unsigned int nr)
{
size_t szParmDataBytes;
cl_device_id* cdDevices;
// get the list of GPU devices associated with context
clGetContextInfo(cxGPUContext, CL_CONTEXT_DEVICES, 0, NULL, &szParmDataBytes);
if( szParmDataBytes / sizeof(cl_device_id) <= nr ) {
return (cl_device_id)-1;
}
cdDevices = (cl_device_id*) malloc(szParmDataBytes);
clGetContextInfo(cxGPUContext, CL_CONTEXT_DEVICES, szParmDataBytes, cdDevices, NULL);
cl_device_id device = cdDevices[nr];
free(cdDevices);
return device;
}
//////////////////////////////////////////////////////////////////////////////
//! Get the binary (PTX) of the program associated with the device
//!
//! @param cpProgram OpenCL program
//! @param cdDevice device of interest
//! @param binary returned code
//! @param length length of returned code
//////////////////////////////////////////////////////////////////////////////
void oclGetProgBinary( cl_program cpProgram, cl_device_id cdDevice, char** binary, size_t* length)
{
// Grab the number of devices associated witht the program
cl_uint num_devices;
clGetProgramInfo(cpProgram, CL_PROGRAM_NUM_DEVICES, sizeof(cl_uint), &num_devices, NULL);
// Grab the device ids
cl_device_id* devices = (cl_device_id*) malloc(num_devices * sizeof(cl_device_id));
clGetProgramInfo(cpProgram, CL_PROGRAM_DEVICES, num_devices * sizeof(cl_device_id), devices, 0);
// Grab the sizes of the binaries
size_t* binary_sizes = (size_t*)malloc(num_devices * sizeof(size_t));
clGetProgramInfo(cpProgram, CL_PROGRAM_BINARY_SIZES, num_devices * sizeof(size_t), binary_sizes, NULL);
// Now get the binaries
char** ptx_code = (char**) malloc(num_devices * sizeof(char*));
for( unsigned int i=0; i<num_devices; ++i) {
ptx_code[i]= (char*)malloc(binary_sizes[i]);
}
clGetProgramInfo(cpProgram, CL_PROGRAM_BINARIES, 0, ptx_code, NULL);
// Find the index of the device of interest
unsigned int idx = 0;
while( idx<num_devices && devices[idx] != cdDevice ) ++idx;
// If it is associated prepare the result
if( idx < num_devices )
{
*binary = ptx_code[idx];
*length = binary_sizes[idx];
}
// Cleanup
free( devices );
free( binary_sizes );
for( unsigned int i=0; i<num_devices; ++i) {
if( i != idx ) free(ptx_code[i]);
}
free( ptx_code );
}
//////////////////////////////////////////////////////////////////////////////
//! Get and log the binary (PTX) from the OpenCL compiler for the requested program & device
//!
//! @param cpProgram OpenCL program
//! @param cdDevice device of interest
//! @param const char* cPtxFileName optional PTX file name
//////////////////////////////////////////////////////////////////////////////
void oclLogPtx(cl_program cpProgram, cl_device_id cdDevice, const char* cPtxFileName)
{
// Grab the number of devices associated with the program
cl_uint num_devices;
clGetProgramInfo(cpProgram, CL_PROGRAM_NUM_DEVICES, sizeof(cl_uint), &num_devices, NULL);
// Grab the device ids
cl_device_id* devices = (cl_device_id*) malloc(num_devices * sizeof(cl_device_id));
clGetProgramInfo(cpProgram, CL_PROGRAM_DEVICES, num_devices * sizeof(cl_device_id), devices, 0);
// Grab the sizes of the binaries
size_t* binary_sizes = (size_t*)malloc(num_devices * sizeof(size_t));
clGetProgramInfo(cpProgram, CL_PROGRAM_BINARY_SIZES, num_devices * sizeof(size_t), binary_sizes, NULL);
// Now get the binaries
char** ptx_code = (char**)malloc(num_devices * sizeof(char*));
for( unsigned int i=0; i<num_devices; ++i)
{
ptx_code[i] = (char*)malloc(binary_sizes[i]);
}
clGetProgramInfo(cpProgram, CL_PROGRAM_BINARIES, 0, ptx_code, NULL);
// Find the index of the device of interest
unsigned int idx = 0;
while((idx < num_devices) && (devices[idx] != cdDevice))
{
++idx;
}
// If the index is associated, log the result
if(idx < num_devices)
{
// if a separate filename is supplied, dump ptx there
if (NULL != cPtxFileName)
{
shrLog("\nWriting ptx to separate file: %s ...\n\n", cPtxFileName);
FILE* pFileStream = NULL;
#ifdef _WIN32
fopen_s(&pFileStream, cPtxFileName, "wb");
#else
pFileStream = fopen(cPtxFileName, "wb");
#endif
fwrite(ptx_code[idx], binary_sizes[idx], 1, pFileStream);
fclose(pFileStream);
}
else // log to logfile and console if no ptx file specified
{
shrLog("\n%s\nProgram Binary:\n%s\n%s\n", HDASHLINE, ptx_code[idx], HDASHLINE);
}
}
// Cleanup
free(devices);
free(binary_sizes);
for(unsigned int i = 0; i < num_devices; ++i)
{
free(ptx_code[i]);
}
free( ptx_code );
}
//////////////////////////////////////////////////////////////////////////////
//! Get and log the binary (PTX) from the OpenCL compiler for the requested program & device
//!
//! @param cpProgram OpenCL program
//! @param cdDevice device of interest
//////////////////////////////////////////////////////////////////////////////
void oclLogBuildInfo(cl_program cpProgram, cl_device_id cdDevice)
{
// write out the build log and ptx, then exit
char cBuildLog[10240];
clGetProgramBuildInfo(cpProgram, cdDevice, CL_PROGRAM_BUILD_LOG,
sizeof(cBuildLog), cBuildLog, NULL );
shrLog("\n%s\nBuild Log:\n%s\n%s\n", HDASHLINE, cBuildLog, HDASHLINE);
}
// Helper function for De-allocating cl objects
// *********************************************************************
void oclDeleteMemObjs(cl_mem* cmMemObjs, int iNumObjs)
{
int i;
for (i = 0; i < iNumObjs; i++)
{
if (cmMemObjs[i])clReleaseMemObject(cmMemObjs[i]);
}
}
// Helper function to get OpenCL error string from constant
// *********************************************************************
const char* oclErrorString(cl_int error)
{
static const char* errorString[] = {
"CL_SUCCESS",
"CL_DEVICE_NOT_FOUND",
"CL_DEVICE_NOT_AVAILABLE",
"CL_COMPILER_NOT_AVAILABLE",
"CL_MEM_OBJECT_ALLOCATION_FAILURE",
"CL_OUT_OF_RESOURCES",
"CL_OUT_OF_HOST_MEMORY",
"CL_PROFILING_INFO_NOT_AVAILABLE",
"CL_MEM_COPY_OVERLAP",
"CL_IMAGE_FORMAT_MISMATCH",
"CL_IMAGE_FORMAT_NOT_SUPPORTED",
"CL_BUILD_PROGRAM_FAILURE",
"CL_MAP_FAILURE",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"CL_INVALID_VALUE",
"CL_INVALID_DEVICE_TYPE",
"CL_INVALID_PLATFORM",
"CL_INVALID_DEVICE",
"CL_INVALID_CONTEXT",
"CL_INVALID_QUEUE_PROPERTIES",
"CL_INVALID_COMMAND_QUEUE",
"CL_INVALID_HOST_PTR",
"CL_INVALID_MEM_OBJECT",
"CL_INVALID_IMAGE_FORMAT_DESCRIPTOR",
"CL_INVALID_IMAGE_SIZE",
"CL_INVALID_SAMPLER",
"CL_INVALID_BINARY",
"CL_INVALID_BUILD_OPTIONS",
"CL_INVALID_PROGRAM",
"CL_INVALID_PROGRAM_EXECUTABLE",
"CL_INVALID_KERNEL_NAME",
"CL_INVALID_KERNEL_DEFINITION",
"CL_INVALID_KERNEL",
"CL_INVALID_ARG_INDEX",
"CL_INVALID_ARG_VALUE",
"CL_INVALID_ARG_SIZE",
"CL_INVALID_KERNEL_ARGS",
"CL_INVALID_WORK_DIMENSION",
"CL_INVALID_WORK_GROUP_SIZE",
"CL_INVALID_WORK_ITEM_SIZE",
"CL_INVALID_GLOBAL_OFFSET",
"CL_INVALID_EVENT_WAIT_LIST",
"CL_INVALID_EVENT",
"CL_INVALID_OPERATION",
"CL_INVALID_GL_OBJECT",
"CL_INVALID_BUFFER_SIZE",
"CL_INVALID_MIP_LEVEL",
"CL_INVALID_GLOBAL_WORK_SIZE",
};
const int errorCount = sizeof(errorString) / sizeof(errorString[0]);
const int index = -error;
return (index >= 0 && index < errorCount) ? errorString[index] : "Unspecified Error";
}
// Helper function to get OpenCL image format string (channel order and type) from constant
// *********************************************************************
const char* oclImageFormatString(cl_uint uiImageFormat)
{
// cl_channel_order
if (uiImageFormat == CL_R)return "CL_R";
if (uiImageFormat == CL_A)return "CL_A";
if (uiImageFormat == CL_RG)return "CL_RG";
if (uiImageFormat == CL_RA)return "CL_RA";
if (uiImageFormat == CL_RGB)return "CL_RGB";
if (uiImageFormat == CL_RGBA)return "CL_RGBA";
if (uiImageFormat == CL_BGRA)return "CL_BGRA";
if (uiImageFormat == CL_ARGB)return "CL_ARGB";
if (uiImageFormat == CL_INTENSITY)return "CL_INTENSITY";
if (uiImageFormat == CL_LUMINANCE)return "CL_LUMINANCE";
// cl_channel_type
if (uiImageFormat == CL_SNORM_INT8)return "CL_SNORM_INT8";
if (uiImageFormat == CL_SNORM_INT16)return "CL_SNORM_INT16";
if (uiImageFormat == CL_UNORM_INT8)return "CL_UNORM_INT8";
if (uiImageFormat == CL_UNORM_INT16)return "CL_UNORM_INT16";
if (uiImageFormat == CL_UNORM_SHORT_565)return "CL_UNORM_SHORT_565";
if (uiImageFormat == CL_UNORM_SHORT_555)return "CL_UNORM_SHORT_555";
if (uiImageFormat == CL_UNORM_INT_101010)return "CL_UNORM_INT_101010";
if (uiImageFormat == CL_SIGNED_INT8)return "CL_SIGNED_INT8";
if (uiImageFormat == CL_SIGNED_INT16)return "CL_SIGNED_INT16";
if (uiImageFormat == CL_SIGNED_INT32)return "CL_SIGNED_INT32";
if (uiImageFormat == CL_UNSIGNED_INT8)return "CL_UNSIGNED_INT8";
if (uiImageFormat == CL_UNSIGNED_INT16)return "CL_UNSIGNED_INT16";
if (uiImageFormat == CL_UNSIGNED_INT32)return "CL_UNSIGNED_INT32";
if (uiImageFormat == CL_HALF_FLOAT)return "CL_HALF_FLOAT";
if (uiImageFormat == CL_FLOAT)return "CL_FLOAT";
// unknown constant
return "Unknown";
}

File diff suppressed because it is too large Load Diff