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/*
* Copyright (c) 2009 Samit Basu
*
* This program is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 2 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program; if not, write to the Free Software
* Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
*
*/
// New plans for the JIT:
//
// Type complexity has been greatly reduced in FreeMat4. Consider the classic example
// of the Toeplitz matrix creation loop in FreeMat4:
//
// A = zeros(512);
// for i=1:512;
// for j=1:512;
// A(j,i) = j-i+1;
// end
// end
//
// In FreeMat3, this loop would have required the handling of at least 3 seperate types
// (int32, float, double), and would not even have JIT compiled due to the polymorphic
// assignments to the A matrix.
//
// In FreeMat4, the loop is much simpler. Everything is a double type. If we start
// with a JIT that only processes double types, I think we will cover a significant
// portion of MATLAB-style code. We also avoid the issues around saturation arithmetic
// that plague the handling of integer types.
//
// Do we handle float types too?
//
// Consider the problem of extending the JIT to handle general expressions. For example:
// for i=1:512
// for j=1:512
// b = [i;j];
// c = T*b;
// A(i,j) = A(i,j) + proj(c);
// end
// end
// In this case, we have to handle a bunch of operations.
//
// Generally speaking, we now have the situation in which an expression, when evaluated can be an
// array as well as (or instead of) a scalar. However, the actual array is not available when
// the JIT is compiled. Only the type and the fact that it is an array is available. What is also
// apparent is that the array has to be stored somewhere. The JIT will then have to create a symbol
// table. And what happens to intermediate values then? In the limit, the JIT must address all of
// the same conditions as the interpreter.
//
// In the example above,
//
#ifdef HAVE_LLVM
#include <QString>
#include "JITFunc.hpp"
#include "Context.hpp"
#include "Interpreter.hpp"
#include "Array.hpp"
#include <sstream>
#include <math.h>
#if defined(_MSC_VER )
#define JIT_EXPORT __declspec( dllexport )
#else
#define JIT_EXPORT
#endif
JITFunc *save_this;
static JITFunction func_scalar_load_double, func_scalar_load_float, func_scalar_load_bool;
static JITFunction func_scalar_store_double, func_scalar_store_float, func_scalar_store_bool;
static JITFunction func_vector_load_double, func_vector_load_float, func_vector_load_bool;
static JITFunction func_vector_store_double, func_vector_store_float, func_vector_store_bool;
static JITFunction func_matrix_load_double, func_matrix_load_float, func_matrix_load_bool;
static JITFunction func_matrix_store_double, func_matrix_store_float, func_matrix_store_bool;
static JITFunction func_check_for_interrupt;
static JITFunction func_niter_for_loop, func_debug_out_d;
SymbolInfo* JITFunc::add_argument_array(QString name, bool createIfMissing=false) {
if (symbol_prefix.size() > 0)
return NULL;
ArrayReference ptr(eval->getContext()->lookupVariable(name));
DataClass aclass = Invalid;
if (!ptr.valid()){
if( createIfMissing ){
JITType type(map_dataclass(Double));
symbols.insertSymbol(name,SymbolInfo(false,argument_count++,NULL,type));
return symbols.findSymbol(name);
}
else{
return NULL;
}
}
if (!ptr->is2D())
throw Exception("Cannot JIT multi-dimensional array:" + name);
if (ptr->isString() || ptr->isReferenceType())
throw Exception("Cannot JIT strings or reference types:" + name);
if (ptr->isComplex())
throw Exception("Cannot JIT complex arrays:" + name);
aclass = ptr->dataClass();
// Map the array class to an llvm type
JITType type(map_dataclass(aclass));
symbols.insertSymbol(name,SymbolInfo(false,argument_count++,NULL,type));
return symbols.findSymbol(name);
}
DataClass JITFunc::map_dataclass(JITScalar val) {
if (jit->IsDouble(val))
return Double;
else if (jit->IsFloat(val))
return Float;
else if (jit->IsBool(val))
return Bool;
throw Exception("Unhandled type in map_dataclass for JIT");
}
DataClass JITFunc::map_dataclass(JITType type) {
if (jit->IsDouble(type))
return Double;
else if (jit->IsFloat(type))
return Float;
else if (jit->IsBool(type))
return Bool;
throw Exception("Unhandled type in map_dataclass for JIT");
}
JITType JITFunc::map_dataclass(DataClass aclass) {
switch (aclass) {
default:
throw Exception("JIT does not support");
case Bool:
return jit->BoolType();
case Float:
return jit->FloatType();
case Double:
return jit->DoubleType();
}
return NULL;
}
SymbolInfo* JITFunc::define_local_symbol(QString name, JITScalar val) {
if (!val) throw Exception("undefined variable or argument " + name);
JITBlock ip(jit->CurrentBlock());
jit->SetCurrentBlock(prolog);
JITScalar address = jit->Alloc(jit->TypeOf(val),name);
symbols.insertSymbol(name,SymbolInfo(true,-1,address,jit->TypeOf(val)));
jit->SetCurrentBlock(ip);
jit->Store(val,address);
return symbols.findSymbol(name);
}
// FIXME - Simplify
SymbolInfo* JITFunc::add_argument_scalar(QString name, JITScalar val, bool override) {
DataClass aclass;
if (symbol_prefix.size() > 0)
return define_local_symbol(name,val);
ArrayReference ptr(eval->getContext()->lookupVariable(name));
aclass = Invalid;
if (!val && !ptr.valid()) return NULL;
if (!ptr.valid() || override) {
aclass = map_dataclass(val);
} else {
if (!ptr->isScalar())
throw Exception("Expect " + name + " to be a scalar");
if (ptr->isString() || ptr->isReferenceType())
throw Exception("Cannot JIT strings or reference types:" + name);
if (ptr->isComplex())
throw Exception("Cannot JIT complex arrays:" + name);
aclass = ptr->dataClass();
}
JITType type(map_dataclass(aclass));
JITBlock ip(jit->CurrentBlock());
jit->SetCurrentBlock(prolog);
JITScalar address = jit->Alloc(type,name);
symbols.insertSymbol(name,SymbolInfo(true,argument_count++,address,type));
if (jit->IsDouble(type))
jit->Store(jit->Call(func_scalar_load_double, this_ptr, jit->DoubleValue(argument_count-1)), address);
else if (jit->IsFloat(type))
jit->Store(jit->Call(func_scalar_load_float, this_ptr, jit->DoubleValue(argument_count-1)), address);
else if (jit->IsBool(type))
jit->Store(jit->Call(func_scalar_load_bool, this_ptr, jit->DoubleValue(argument_count-1)), address);
jit->SetCurrentBlock(epilog);
if (jit->IsDouble(type))
jit->Call(func_scalar_store_double, this_ptr, jit->DoubleValue(argument_count-1), jit->Load(address));
else if (jit->IsFloat(type))
jit->Call(func_scalar_store_float, this_ptr, jit->DoubleValue(argument_count-1), jit->Load(address));
else if (jit->IsBool(type))
jit->Call(func_scalar_store_bool, this_ptr, jit->DoubleValue(argument_count-1), jit->Load(address));
jit->SetCurrentBlock(ip);
return symbols.findSymbol(name);
}
JITFunc::JITFunc(Interpreter *p_eval) {
jit = JIT::Instance();
eval = p_eval;
}
void JITFunc::compile_block(const Tree & t) {
const TreeList &statements(t.children());
for (TreeList::const_iterator i=statements.begin();i!=statements.end();i++)
compile_statement(*i);
}
void JITFunc::compile_statement_type(const Tree & t) {
switch(t.token()) {
case '=':
compile_assignment(t);
break;
case TOK_MULTI:
throw Exception("multi function calls do not JIT compile");
case TOK_SPECIAL:
throw Exception("special function calls do not JIT compile");
case TOK_FOR:
compile_for_block(t);
break;
case TOK_WHILE:
throw Exception("nested while loops do not JIT compile");
case TOK_IF:
compile_if_statement(t);
break;
case TOK_BREAK: throw Exception("break is not currently handled by the JIT compiler");
case TOK_CONTINUE: throw Exception("continue is not currently handled by the JIT compiler");
case TOK_DBSTEP: throw Exception("dbstep is not currently handled by the JIT compiler");
case TOK_DBTRACE: throw Exception("dbtrace is not currently handled by the JIT compiler");
case TOK_RETURN: throw Exception("return is not currently handled by the JIT compiler");
case TOK_SWITCH: throw Exception("switch is not currently handled by the JIT compiler");
case TOK_TRY: throw Exception("try is not currently handled by the JIT compiler");
case TOK_QUIT: throw Exception("quit is not currently handled by the JIT compiler");
case TOK_RETALL: throw Exception("retall is not currently handled by the JIT compiler");
case TOK_KEYBOARD: throw Exception("keyboard is not currently handled by the JIT compiler");
case TOK_GLOBAL: throw Exception("global is not currently handled by the JIT compiler");
case TOK_PERSISTENT: throw Exception("persistent is not currently handled by the JIT compiler");
case TOK_EXPR:
compile_expression(t.first());
break;
case TOK_NEST_FUNC:
break;
default:
throw Exception("Unrecognized statement type");
}
}
void JITFunc::compile_statement(const Tree & t) {
if (t.is(TOK_STATEMENT) &&
(t.first().is(TOK_EXPR) || t.first().is(TOK_SPECIAL) ||
t.first().is(TOK_MULTI) || t.first().is('=')))
throw Exception("JIT compiler doesn't work with verbose statements");
compile_statement_type(t.first());
}
JITScalar JITFunc::compile_constant_function(QString symname) {
JITScalar *val;
val = constants.findSymbol(symname);
if (!val) throw Exception("constant not defined");
return (*val);
}
JITScalar JITFunc::compile_built_in_function_call(const Tree & t) {
// First, make sure it is a function
QString symname(t.first().text());
FuncPtr funcval;
if (!eval->lookupFunction(symname,funcval))
throw Exception(QString("Couldn't find function ") + symname);
if (t.numChildren() != 2)
return compile_constant_function(symname);
// Evaluate the argument
const Tree & s(t.second());
if (!s.is(TOK_PARENS))
throw Exception("Expecting function arguments.");
if (s.numChildren() > 1)
throw Exception("Cannot JIT functions that take more than one argument");
if (s.numChildren() == 0)
return compile_constant_function(symname);
else {
JITScalar arg = compile_expression(s.first());
JITFunction *func = NULL;
if (jit->IsFloat(arg)) {
func = float_funcs.findSymbol(symname);
if (!func) throw Exception("Cannot find function " + symname);
} else if (jit->IsDouble(arg)) {
func = double_funcs.findSymbol(symname);
if (!func) throw Exception("Cannot find function " + symname);
}
if (!func) throw Exception("No JIT version of function " + symname);
return jit->Call(*func,arg);
}
}
static QString uid_string(int uid) {
return QString("%1").arg(uid);
}
JITScalar JITFunc::compile_m_function_call(const Tree & t) {
// First, make sure it is a function
QString symname(t.first().text());
FuncPtr funcval;
if (!eval->lookupFunction(symname,funcval))
throw Exception("Couldn't find function " + symname);
if (funcval->type() != FM_M_FUNCTION)
throw Exception("Expected M function");
MFunctionDef *fptr = (MFunctionDef*) funcval;
if ((fptr->inputArgCount() < 0) || (fptr->outputArgCount() < 0))
throw Exception("Variable argument functions not handled");
if (fptr->nestedFunction /*ei || fptr->capturedFunction*/)
throw Exception("Nested and/or captured functions not handled");
if (fptr->scriptFlag)
throw Exception("scripts not handled");
// Set up the prefix
QString new_symbol_prefix = symbol_prefix + "$" + symname + "_" + uid_string(uid);
uid++;
// Loop through the arguments to the function,
// and map them from the defined arguments of the tree
if (t.numChildren() < 2)
throw Exception("function takes no arguments - not currently supported");
const Tree & s(t.second());
int args_defed = fptr->arguments.size();
if (args_defed > s.numChildren())
args_defed = s.numChildren();
for (int i=0;i<args_defed;i++) {
JITScalar arg = compile_expression(s.child(i));
define_local_symbol(new_symbol_prefix + fptr->arguments[i],arg);
}
define_local_symbol(new_symbol_prefix+"nargout",jit->DoubleValue(1));
define_local_symbol(new_symbol_prefix+"nargin",jit->DoubleValue(args_defed));
// compile the code for the function
fptr->code.print();
QString save_prefix = symbol_prefix;
symbol_prefix = new_symbol_prefix;
compile_block(fptr->code);
// Lookup the result and return it
SymbolInfo *v = symbols.findSymbol(new_symbol_prefix+fptr->returnVals[0]);
if (!v) throw Exception("function failed to define return value");
symbol_prefix = save_prefix;
return jit->Load(v->address);
}
JITScalar JITFunc::compile_function_call(const Tree & t) {
// First, make sure it is a function
QString symname(t.first().text());
FuncPtr funcval;
if (!eval->lookupFunction(symname,funcval))
throw Exception("Couldn't find function " + symname);
funcval->updateCode(eval);
if (funcval->type() == FM_BUILT_IN_FUNCTION)
return compile_built_in_function_call(t);
if (funcval->type() == FM_M_FUNCTION)
return compile_m_function_call(t);
if (t.numChildren() != 2)
return compile_constant_function(symname);
throw Exception("Unsupported function type");
}
void JITFunc::handle_success_code(JITScalar success_code) {
JITBlock if_failed = jit->NewBlock("exported_call_failed");
JITBlock if_success = jit->NewBlock("exported_call_sucess");
// Add the branch logic
jit->Branch(if_success,if_failed,success_code);
jit->SetCurrentBlock(if_failed);
jit->Store(success_code,retcode);
jit->Jump(epilog);
jit->SetCurrentBlock(if_success);
}
JITScalar JITFunc::compile_rhs(const Tree & t) {
QString symname(symbol_prefix+t.first().text());
SymbolInfo *v = symbols.findSymbol(symname);
if (!v) {
if (t.numChildren() == 1)
v = add_argument_scalar(symname);
else
v = add_argument_array(symname);
if (!v)
return compile_function_call(t);
}
if (t.numChildren() == 1) {
if (!v->isScalar)
throw Exception("non-scalar reference returned in scalar context!");
return jit->Load(v->address);
}
if (t.numChildren() > 2)
throw Exception("multiple levels of dereference not handled yet...");
if (v->isScalar)
throw Exception("array indexing of scalar values...");
const Tree & s(t.second());
if (!s.is(TOK_PARENS))
throw Exception("non parenthetical dereferences not handled yet...");
if (s.numChildren() == 0)
throw Exception("Expecting at least 1 array reference for dereference...");
if (s.numChildren() > 2)
throw Exception("Expecting at most 2 array references for dereference...");
if (s.numChildren() == 1) {
JITScalar arg1 = jit->ToDouble(compile_expression(s.first()));
JITScalar ret;
if (jit->IsDouble(v->type))
ret = jit->Call(func_vector_load_double, this_ptr, jit->DoubleValue(v->argument_num), arg1, retcode);
else if (jit->IsFloat(v->type))
ret = jit->Call(func_vector_load_float, this_ptr, jit->DoubleValue(v->argument_num), arg1, retcode);
else if (jit->IsBool(v->type))
ret = jit->Call(func_vector_load_bool, this_ptr, jit->DoubleValue(v->argument_num), arg1, retcode);
else
throw Exception("Unsupported JIT type in Load");
handle_success_code(jit->Load(retcode));
return ret;
} else if (s.numChildren() == 2) {
JITScalar arg1 = jit->ToDouble(compile_expression(s.first()));
JITScalar arg2 = jit->ToDouble(compile_expression(s.second()));
JITScalar ret;
if (jit->IsDouble(v->type))
ret = jit->Call(func_matrix_load_double, this_ptr, jit->DoubleValue(v->argument_num), arg1, arg2, retcode);
else if (jit->IsFloat(v->type))
ret = jit->Call(func_matrix_load_float, this_ptr, jit->DoubleValue(v->argument_num), arg1, arg2, retcode);
else if (jit->IsBool(v->type))
ret = jit->Call(func_matrix_load_bool, this_ptr, jit->DoubleValue(v->argument_num), arg1, arg2, retcode);
else
throw Exception("Unsupported JIT type in Load");
handle_success_code(jit->Load(retcode));
return ret;
}
throw Exception("dereference not handled yet...");
}
JITScalar JITFunc::compile_expression(const Tree & t) {
switch(t.token()) {
case TOK_VARIABLE: return compile_rhs(t);
case TOK_REAL:
case TOK_REALF:
if( t.array().isScalar() ){
switch( t.array().dataClass() ){
case Bool:
return jit->BoolValue( t.array().constRealScalar<bool>() );
case Float:
return jit->FloatValue( t.array().constRealScalar<float>() );
case Double:
return jit->DoubleValue( t.array().constRealScalar<double>() );
default:
throw Exception("Unsupported scalar type.");
}
}
else
throw Exception("Unsupported type.");
case TOK_STRING:
case TOK_END:
case ':':
case TOK_MATDEF:
case TOK_CELLDEF: throw Exception("JIT compiler does not support complex, string, END, matrix or cell defs");
case '+':
return jit->Add(compile_expression(t.first()),compile_expression(t.second()));
case '-':
return jit->Sub(compile_expression(t.first()),compile_expression(t.second()));
case '*':
case TOK_DOTTIMES:
return jit->Mul(compile_expression(t.first()),compile_expression(t.second()));
case '/':
case TOK_DOTRDIV:
return jit->Div(compile_expression(t.first()),compile_expression(t.second()));
case '\\':
case TOK_DOTLDIV:
return jit->Div(compile_expression(t.second()),compile_expression(t.first()));
case TOK_SOR:
return compile_or_statement(t);
case '|':
return jit->Or(compile_expression(t.first()),compile_expression(t.second()));
case TOK_SAND:
return compile_and_statement(t);
case '&':
return jit->And(compile_expression(t.first()),compile_expression(t.second()));
case '<':
return jit->LessThan(compile_expression(t.first()),compile_expression(t.second()));
case TOK_LE:
return jit->LessEquals(compile_expression(t.first()),compile_expression(t.second()));
case '>':
return jit->GreaterThan(compile_expression(t.first()),compile_expression(t.second()));
case TOK_GE:
return jit->GreaterEquals(compile_expression(t.first()),compile_expression(t.second()));
case TOK_EQ:
return jit->Equals(compile_expression(t.first()),compile_expression(t.second()));
case TOK_NE:
return jit->NotEqual(compile_expression(t.first()),compile_expression(t.second()));
case TOK_UNARY_MINUS:
return jit->Negate(compile_expression(t.first()));
case TOK_UNARY_PLUS:
return compile_expression(t.first());
case '~':
return jit->Not(compile_expression(t.first()));
case '^': throw Exception("^ is not currently handled by the JIT compiler");
case TOK_DOTPOWER: throw Exception(".^ is not currently handled by the JIT compiler");
case '\'': throw Exception("' is not currently handled by the JIT compiler");
case TOK_DOTTRANSPOSE: throw Exception(".' is not currently handled by the JIT compiler");
case '@': throw Exception("@ is not currently handled by the JIT compiler");
default: throw Exception("Unrecognized expression!");
}
}
void JITFunc::compile_assignment(const Tree & t) {
const Tree & s(t.first());
QString symname(symbol_prefix+s.first().text());
JITScalar rhs(compile_expression(t.second()));
SymbolInfo *v = symbols.findSymbol(symname);
if (!v) {
if (s.numChildren() == 1)
v = add_argument_scalar(symname,rhs,false);
else
v = add_argument_array(symname, true /*createIfMissing*/ );
if (!v) throw Exception("Undefined variable reference:" + symname);
}
if (s.numChildren() == 1) {
if (v->type != jit->TypeOf(rhs))
throw Exception("polymorphic assignment to scalar detected.");
if (!v->isScalar)
throw Exception("scalar assignment to array variable.");
jit->Store(rhs, v->address);
return;
}
if (s.numChildren() > 2)
throw Exception("multiple levels of dereference not handled yet...");
if (v->isScalar)
throw Exception("array indexing of scalar values...");
const Tree & q(s.second());
if (!q.is(TOK_PARENS))
throw Exception("non parenthetical dereferences not handled yet...");
if (q.numChildren() == 0)
throw Exception("Expecting at least 1 array reference for dereference...");
if (q.numChildren() > 2)
throw Exception("Expecting at most 2 array references for dereference...");
if (q.numChildren() == 1) {
JITScalar arg1 = jit->ToDouble(compile_expression(q.first()));
JITScalar success_code;
if (jit->IsDouble(v->type))
success_code = jit->Call(func_vector_store_double, this_ptr, jit->DoubleValue(v->argument_num), arg1,
jit->ToType(rhs,v->type));
else if (jit->IsFloat(v->type))
success_code = jit->Call(func_vector_store_float, this_ptr, jit->DoubleValue(v->argument_num), arg1,
jit->ToType(rhs,v->type));
else if (jit->IsBool(v->type))
success_code = jit->Call(func_vector_store_bool, this_ptr, jit->DoubleValue(v->argument_num), arg1,
jit->ToType(rhs,v->type));
else
throw Exception("unhandled type for vector store");
handle_success_code(success_code);
return;
} else if (q.numChildren() == 2) {
JITScalar arg1 = jit->ToDouble(compile_expression(q.first()));
JITScalar arg2 = jit->ToDouble(compile_expression(q.second()));
JITScalar success_code;
if (jit->IsDouble(v->type))
success_code = jit->Call(func_matrix_store_double, this_ptr, jit->DoubleValue(v->argument_num),
arg1, arg2, jit->ToType(rhs,v->type));
else if (jit->IsFloat(v->type))
success_code = jit->Call(func_matrix_store_float, this_ptr, jit->DoubleValue(v->argument_num),
arg1, arg2, jit->ToType(rhs,v->type));
else if (jit->IsBool(v->type))
success_code = jit->Call(func_matrix_store_bool, this_ptr, jit->DoubleValue(v->argument_num),
arg1, arg2, jit->ToType(rhs,v->type));
else
throw Exception("unhandled type for matrix store");
handle_success_code(success_code);
return;
}
}
// x = a || b
//
// if (a)
// x = true;
// else if (b)
// x = true;
// else
// x = false;
// end
JITScalar JITFunc::compile_or_statement(const Tree & t) {
JITBlock ip(jit->CurrentBlock());
jit->SetCurrentBlock(prolog);
JITScalar address = jit->Alloc(jit->BoolType(),"or_result");
jit->SetCurrentBlock(ip);
JITBlock or_true = jit->NewBlock("or_true");
JITBlock or_first_false = jit->NewBlock("or_first_false");
JITBlock or_false = jit->NewBlock("or_false");
JITBlock or_exit = jit->NewBlock("or_exit");
JITScalar first_value(compile_expression(t.first()));
jit->Branch(or_true,or_first_false,first_value);
jit->SetCurrentBlock(or_first_false);
JITScalar second_value(compile_expression(t.second()));
jit->Branch(or_true,or_false,second_value);
jit->SetCurrentBlock(or_true);
jit->Store(jit->BoolValue(true),address);
jit->Jump(or_exit);
jit->SetCurrentBlock(or_false);
jit->Store(jit->BoolValue(false),address);
jit->Jump(or_exit);
jit->SetCurrentBlock(or_exit);
return jit->Load(address);
}
// x = a && b
//
// if (!a)
// x = false;
// else if (!b)
// x = false;
// else
// x = true;
// end
JITScalar JITFunc::compile_and_statement(const Tree & t) {
JITBlock ip(jit->CurrentBlock());
jit->SetCurrentBlock(prolog);
JITScalar address = jit->Alloc(jit->BoolType(),"and_result");
jit->SetCurrentBlock(ip);
JITBlock and_true = jit->NewBlock("and_true");
JITBlock and_first_true = jit->NewBlock("and_first_true");
JITBlock and_false = jit->NewBlock("and_false");
JITBlock and_exit = jit->NewBlock("and_exit");
JITScalar first_value(compile_expression(t.first()));
jit->Branch(and_first_true,and_false,first_value);
jit->SetCurrentBlock(and_first_true);
JITScalar second_value(compile_expression(t.second()));
jit->Branch(and_true,and_false,second_value);
jit->SetCurrentBlock(and_true);
jit->Store(jit->BoolValue(true),address);
jit->Jump(and_exit);
jit->SetCurrentBlock(and_false);
jit->Store(jit->BoolValue(false),address);
jit->Jump(and_exit);
jit->SetCurrentBlock(and_exit);
return jit->Load(address);
}
void JITFunc::compile_if_statement(const Tree & t) {
JITScalar main_cond(jit->ToBool(compile_expression(t.first())));
JITBlock if_true = jit->NewBlock("if_true");
JITBlock if_continue = jit->NewBlock("if_continue");
JITBlock if_exit = jit->NewBlock("if_exit");
jit->Branch(if_true,if_continue,main_cond);
jit->SetCurrentBlock(if_true);
bool failed = false;
try {
compile_block(t.second());
} catch(Exception &e) {
exception_store = e;
failed = true;
}
jit->Jump(if_exit);
int n=2;
while (n < t.numChildren() && t.child(n).is(TOK_ELSEIF)) {
jit->SetCurrentBlock(if_continue);
JITScalar ttest(jit->ToBool(compile_expression(t.child(n).first())));
if_true = jit->NewBlock("elseif_true");
if_continue = jit->NewBlock("elseif_continue");
jit->Branch(if_true,if_continue,ttest);
jit->SetCurrentBlock(if_true);
try {
compile_block(t.child(n).second());
} catch(Exception &e) {
exception_store = e;
failed = true;
}
jit->Jump(if_exit);
n++;
}
if (t.last().is(TOK_ELSE)) {
jit->SetCurrentBlock(if_continue);
try {
compile_block(t.last().first());
} catch(Exception &e) {
exception_store = e;
failed = true;
}
jit->Jump(if_exit);
} else {
jit->SetCurrentBlock(if_continue);
jit->Jump(if_exit);
}
jit->SetCurrentBlock(if_exit);
if (failed) throw exception_store;
}
template<class T>
inline T scalar_load(void* base, double argnum) {
JITFunc *tptr = static_cast<JITFunc*>(base);
Array* a = tptr->array_inputs[(int)(argnum)];
return a->constRealScalar<T>();
}
template<class T>
inline void scalar_store(void* base, double argnum, T value) {
JITFunc *tptr = static_cast<JITFunc*>(base);
Array* a = tptr->array_inputs[(int)(argnum)];
if( a->isArray() )
a->set(1,Array(value));
else
a->realScalar<T>() = value;
}
template<class T>
inline T vector_load(void* base, double argnum, double ndx, bool *success) {
int iargnum = argnum;
try {
JITFunc *tptr = static_cast<JITFunc*>(base);
if (ndx < 1) {
tptr->exception_store = Exception("Array index < 1 not allowed");
success[0] = false;
return 0;
}
if (ndx > tptr->cache_array_rows[iargnum]*tptr->cache_array_cols[iargnum]) {
tptr->exception_store = Exception("Array bounds exceeded in A(n) expression");
success[0] = false;
return 0;
}
success[0] = true;
return (((T*)(tptr->cache_array_bases[iargnum]))[(int64)(ndx-1)]);
} catch (Exception &e) {
JITFunc *tptr = static_cast<JITFunc*>(base);
tptr->exception_store = e;
success[0] = false;
return 0;
}
success[0] = false;
return 0;
}
template<class T>
inline bool vector_store(void* base, double argnum, double ndx, T value) {
int iargnum = argnum;
try {
JITFunc *tptr = static_cast<JITFunc*>(base);
if (ndx < 1) {
tptr->exception_store = Exception("Array index < 1 not allowed");
return false;
}
if (ndx > tptr->cache_array_rows[iargnum]*tptr->cache_array_cols[iargnum]) {
Array* a = tptr->array_inputs[(int)argnum];
a->set(ndx, Array( value ));
tptr->cache_array_bases[iargnum] = (void*)(a->real<T>().data());
tptr->cache_array_rows[iargnum] = a->rows();
tptr->cache_array_cols[iargnum] = a->cols();
} else
((T*)(tptr->cache_array_bases[iargnum]))[(int64)(ndx-1)] = value;
return true;
} catch (Exception &e) {
JITFunc *tptr = static_cast<JITFunc*>(base);
tptr->exception_store = e;
return false;
}
return true;
}
template<class T>
inline T matrix_load(void* base, double argnum, double row, double col, bool* success) {
int iargnum = argnum;
try {
JITFunc *tptr = static_cast<JITFunc*>(base);
if ((row < 1) || (col < 1)) {
tptr->exception_store = Exception("Array index < 1 not allowed");
success[0] = false;
return 0;
}
if ((row > tptr->cache_array_rows[iargnum]) ||
(col > tptr->cache_array_cols[iargnum])) {
tptr->exception_store = Exception("Array index exceed bounds");
success[0] = false;
return 0;
}
success[0] = true;
return (((T*)(tptr->cache_array_bases[iargnum]))
[(int64)(row-1+(col-1)*tptr->cache_array_rows[iargnum])]);
} catch (Exception &e) {
JITFunc *tptr = static_cast<JITFunc*>(base);
tptr->exception_store = e;
success[0] = false;
return 0;
}
success[0] = false;
return 0;
}
// Nominal time 280 ms
//
template<class T>
inline bool matrix_store(void* base, double argnum, double row, double col, T value) {
int iargnum = argnum;
try {
JITFunc *tptr = static_cast<JITFunc*>(base);
if ((row < 1) || (col < 1)) {
tptr->exception_store = Exception("Array index < 1 not allowed");
return false;
}
if ((row > tptr->cache_array_rows[iargnum]) ||
(col > tptr->cache_array_cols[iargnum])) {
Array *a = tptr->array_inputs[iargnum];
a->set(NTuple(row,col),Array(value));
tptr->cache_array_bases[iargnum] = (void*)(a->real<T>().data());
tptr->cache_array_rows[iargnum] = a->rows();
tptr->cache_array_cols[iargnum] = a->cols();
} else
((T*)(tptr->cache_array_bases[iargnum]))
[(int64)(row-1+(col-1)*tptr->cache_array_rows[iargnum])] = value;
return true;
} catch (Exception &e) {
JITFunc *tptr = static_cast<JITFunc*>(base);
tptr->exception_store = e;
return false;
}
return true;
}
extern "C" {
JIT_EXPORT double scalar_load_double(void* base, double argnum) {
return scalar_load<double>(base,argnum);
}
JIT_EXPORT float scalar_load_float(void* base, double argnum) {
return scalar_load<float>(base,argnum);
}
JIT_EXPORT bool scalar_load_bool(void* base, double argnum) {
return scalar_load<bool>(base,argnum);
}
JIT_EXPORT void scalar_store_double(void* base, double argnum, double val) {
scalar_store<double>(base,argnum,val);
}
JIT_EXPORT void scalar_store_float(void* base, double argnum, float val) {
scalar_store<float>(base,argnum,val);
}
JIT_EXPORT void scalar_store_bool(void* base, double argnum, bool val) {
scalar_store<bool>(base,argnum,val);
}
JIT_EXPORT double vector_load_double(void* base, double argnum, double ndx, bool* success) {
return vector_load<double>(base,argnum,ndx,success);
}
JIT_EXPORT float vector_load_float(void* base, double argnum, double ndx, bool* success) {
return vector_load<float>(base,argnum,ndx,success);
}
JIT_EXPORT bool vector_load_bool(void* base, double argnum, double ndx, bool* success) {
return vector_load<bool>(base,argnum,ndx,success);
}
JIT_EXPORT bool vector_store_double(void* base, double argnum, double ndx, double val) {
return vector_store<double>(base,argnum,ndx,val);
}
JIT_EXPORT bool vector_store_float(void* base, double argnum, double ndx, float val) {
return vector_store<float>(base,argnum,ndx,val);
}
JIT_EXPORT bool vector_store_bool(void* base, double argnum, double ndx, bool val) {
return vector_store<bool>(base,argnum,ndx,val);
}
JIT_EXPORT double matrix_load_double(void* base, double argnum, double row, double col, bool* success) {
return matrix_load<double>(base,argnum,row,col,success);
}
JIT_EXPORT float matrix_load_float(void* base, double argnum, double row, double col, bool* success) {
return matrix_load<float>(base,argnum,row,col,success);
}
JIT_EXPORT bool matrix_load_bool(void* base, double argnum, double row, double col, bool* success) {
return matrix_load<bool>(base,argnum,row,col,success);
}
JIT_EXPORT bool matrix_store_double(void* base, double argnum, double row, double col, double val) {
return matrix_store<double>(base,argnum,row,col,val);
}
JIT_EXPORT bool matrix_store_float(void* base, double argnum, double row, double col, float val) {
return matrix_store<float>(base,argnum,row,col,val);
}
JIT_EXPORT bool matrix_store_bool(void* base, double argnum, double row, double col, bool val) {
return matrix_store<bool>(base,argnum,row,col,val);
}
JIT_EXPORT double csc(double t) {
return 1.0/sin(t);
}
JIT_EXPORT float cscf(float t) {
return 1.0f/sinf(t);
}
JIT_EXPORT double sec(double t) {
return 1.0/cos(t);
}
JIT_EXPORT float secf(float t) {
return 1.0f/cosf(t);
}
JIT_EXPORT double cot(double t) {
return 1.0/tan(t);
}
JIT_EXPORT float cotf(float t) {
return 1.0f/tanf(t);
}
JIT_EXPORT bool check_for_interrupt(void *base) {
JITFunc *tptr = static_cast<JITFunc*>(base);
if (!tptr->eval->interrupt()) return false;
tptr->eval->outputMessage("Interrupt (ctrl-b) encountered in JIT code\n");
tptr->eval->stackTrace(0);
return true;
}
JIT_EXPORT double niter_for_loop( double first, double step, double last ){
return (double)(num_for_loop_iter( first, step, last ));
}
JIT_EXPORT void debug_out_d( double t ){
qDebug() << t;
}
}
void JITFunc::register_std_function(QString name) {
double_funcs.insertSymbol(name,jit->DefineLinkFunction(name,"d","d"));
float_funcs.insertSymbol(name,jit->DefineLinkFunction(name+"f","f","f"));
}
void JITFunc::initialize() {
symbol_prefix = "";
uid = 0;
// Initialize the standard function
register_std_function("cos"); register_std_function("sin");
register_std_function("sec"); register_std_function("csc");
register_std_function("tan"); register_std_function("atan");
register_std_function("cot"); register_std_function("exp");
register_std_function("expm1"); register_std_function("ceil");
register_std_function("floor"); register_std_function("round");
double_funcs.insertSymbol("rint",jit->DefineLinkFunction("rint","d","d"));
double_funcs.insertSymbol("abs",jit->DefineLinkFunction("fabs","d","d"));
float_funcs.insertSymbol("abs",jit->DefineLinkFunction("fabsf","f","f"));
constants.insertSymbol("pi",jit->DoubleValue(4.0*atan(1.0)));
constants.insertSymbol("e",jit->DoubleValue(exp(1.0)));
func_scalar_load_bool = jit->DefineLinkFunction("scalar_load_bool","b","Vd");
func_scalar_load_double = jit->DefineLinkFunction("scalar_load_double","d","Vd");
func_scalar_load_float = jit->DefineLinkFunction("scalar_load_float","f","Vd");
func_scalar_store_bool = jit->DefineLinkFunction("scalar_store_bool","v","Vdb");
func_scalar_store_double = jit->DefineLinkFunction("scalar_store_double","v","Vdd");
func_scalar_store_float = jit->DefineLinkFunction("scalar_store_float","v","Vdf");
func_vector_load_bool = jit->DefineLinkFunction("vector_load_bool","b","VddB");
func_vector_load_double = jit->DefineLinkFunction("vector_load_double","d","VddB");
func_vector_load_float = jit->DefineLinkFunction("vector_load_float","f","VddB");
func_vector_store_bool = jit->DefineLinkFunction("vector_store_bool","b","Vddb");
func_vector_store_double = jit->DefineLinkFunction("vector_store_double","b","Vddd");
func_vector_store_float = jit->DefineLinkFunction("vector_store_float","b","Vddf");
func_matrix_load_bool = jit->DefineLinkFunction("matrix_load_bool","b","VdddB");
func_matrix_load_double = jit->DefineLinkFunction("matrix_load_double","d","VdddB");
func_matrix_load_float = jit->DefineLinkFunction("matrix_load_float","f","VdddB");
func_matrix_store_bool = jit->DefineLinkFunction("matrix_store_bool","b","Vdddb");
func_matrix_store_double = jit->DefineLinkFunction("matrix_store_double","b","Vdddd");
func_matrix_store_float = jit->DefineLinkFunction("matrix_store_float","b","Vdddf");
func_check_for_interrupt = jit->DefineLinkFunction("check_for_interrupt","b","V");
func_niter_for_loop = jit->DefineLinkFunction("niter_for_loop","d","ddd");
// func_debug_out_i = jit->DefineLinkFunction("debug_out_i","v","i");
func_debug_out_d = jit->DefineLinkFunction("debug_out_d","d","d");
}
static int countm = 0;
void JITFunc::compile(const Tree & t) {
// The signature for the compiled function should be:
// bool func(void** inputs);
countm++;
initialize();
argument_count = 0;
func = jit->DefineFunction(jit->FunctionType("b","V"),QString("main_%1").arg(countm));
jit->SetCurrentFunction(func);
prolog = jit->NewBlock("prolog");
main_body = jit->NewBlock("main_body");
epilog = jit->NewBlock("epilog");
jit->SetCurrentBlock(prolog);
retcode = jit->Alloc(jit->BoolType(),"_retcode");
jit->Store(jit->BoolValue(true),retcode);
jit->SetCurrentBlock(main_body);
llvm::Function::arg_iterator args = func->arg_begin();
this_ptr = args;
this_ptr->setName("this_ptr");
bool failed = false;
try {
compile_for_block(t);
} catch (Exception &e) {
failed = true;
exception_store = e;
}
jit->Jump(epilog);
jit->SetCurrentBlock(prolog);
jit->Jump(main_body);
jit->SetCurrentBlock(epilog);
jit->Return(jit->Load(retcode));
//#ifndef NDEBUG
// jit->Dump("unoptimized.bc.txt",func);
//#endif
jit->OptimizeCode();
//#ifndef NDEBUG
// jit->Dump("optimized.bc.txt",func);
//#endif
if (failed) throw exception_store;
}
//TODO: handle other types for loop variables
void JITFunc::compile_for_block(const Tree & t) {
JITScalar loop_start, loop_stop, loop_step;
if (!(t.first().is('=') && t.first().second().is(':')))
throw Exception("For loop cannot be compiled - need scalar bounds");
if (t.first().second().first().is(':')){ //triple format
loop_start = jit->ToDouble( compile_expression(t.first().second().first().first()) );
loop_step = jit->ToDouble( compile_expression(t.first().second().first().second()) );
loop_stop = jit->ToDouble( compile_expression(t.first().second().second()) );
}
else{ //double format
loop_start = jit->ToDouble( compile_expression(t.first().second().first()) );
loop_step = jit->DoubleValue( 1 );
loop_stop = jit->ToDouble( compile_expression(t.first().second().second()) );
}
QString loop_index_name(t.first().first().text());
SymbolInfo* v = add_argument_scalar(loop_index_name,loop_start,true);
JITScalar loop_index_address = v->address;
jit->Store(loop_start,loop_index_address);
JITScalar loop_nsteps = jit->Call( func_niter_for_loop, loop_start, loop_step, loop_stop );
JITBlock ip(jit->CurrentBlock());
jit->SetCurrentBlock(prolog);
JITScalar loop_ind = jit->Alloc(jit->DoubleType(),"loop_ind_"+loop_index_name);
jit->SetCurrentBlock(ip);
jit->Store(jit->DoubleValue(0),loop_ind);
JITBlock loopbody = jit->NewBlock("for_body");
JITBlock loopcheck = jit->NewBlock("for_check");
JITBlock looptest = jit->NewBlock("for_test");
JITBlock loopincr = jit->NewBlock("for_increment");
JITBlock loopexit = jit->NewBlock("for_exit");
jit->Jump(looptest);
// Create 3 blocks
jit->SetCurrentBlock(loopbody);
bool failed = false;
try {
compile_block(t.second());
} catch(Exception &e) {
exception_store = e;
failed = true;
}
jit->Jump(loopcheck);
jit->SetCurrentBlock(loopcheck);
JITScalar abort_called = jit->Call(func_check_for_interrupt, this_ptr);
jit->Branch(epilog,looptest,abort_called);
jit->SetCurrentBlock(looptest);
JITScalar loop_comparison = jit->LessThan( jit->Load( loop_ind ), loop_nsteps);
jit->Branch(loopincr,loopexit,loop_comparison);
jit->SetCurrentBlock(loopincr);
//loop variable equal: loop_start+loop_ind*loop_step
JITScalar next_loop_value = jit->Add(loop_start, jit->Mul( jit->Load( loop_ind ), loop_step ) );
jit->Store(next_loop_value,loop_index_address);
jit->Store( jit->Add( jit->Load( loop_ind ), jit->DoubleValue( 1 ) ), loop_ind );
jit->Jump( loopbody );
jit->SetCurrentBlock(loopexit);
if (failed) throw exception_store;
}
void JITFunc::prep() {
// Collect the list of arguments
StringVector argumentList(symbols.getCompletions(""));
// Allocate the argument array
// For each argument in the array, retrieve it from the interpreter
array_inputs = new Array*[argument_count];
cache_array_bases = new void*[argument_count];
cache_array_rows = new double[argument_count];
cache_array_cols = new double[argument_count];
// array_inputs.resize(argumentList.size());
for (int i=0;i<argumentList.size();i++) {
SymbolInfo* v = symbols.findSymbol(argumentList[i]);
if (v && (v->argument_num>=0)) {
ArrayReference ptr(eval->getContext()->lookupVariable(argumentList[i]));
if (!ptr.valid()) {
//if (!v->isScalar) throw Exception("cannot create array types in the loop");
eval->getContext()->insertVariable(argumentList[i],
Array(map_dataclass(v->type),
NTuple(1,1)));
ptr = eval->getContext()->lookupVariable(argumentList[i]);
if (!ptr.valid()) throw Exception("unable to create variable " + argumentList[i]);
}
if (v->isScalar && (!ptr->isScalar()))
throw Exception("Expected symbol to be a scalar, and it is not");
array_inputs[v->argument_num] = ptr.pointer();
if (v->type != map_dataclass(array_inputs[v->argument_num]->dataClass()))
throw Exception("DATA mismatch!");
if (!v->isScalar) {
if( !ptr.pointer()->isScalar() ){
if ((array_inputs[v->argument_num]->dataClass() == Float))
cache_array_bases[v->argument_num] =
(void*)(array_inputs[v->argument_num]->real<float>().data());
if ((array_inputs[v->argument_num]->dataClass() == Double))
cache_array_bases[v->argument_num] =
(void*)(array_inputs[v->argument_num]->real<double>().data());
if ((array_inputs[v->argument_num]->dataClass() == Bool))
cache_array_bases[v->argument_num] =
(void*)(array_inputs[v->argument_num]->real<bool>().data());
cache_array_rows[v->argument_num] = array_inputs[v->argument_num]->rows();
cache_array_cols[v->argument_num] = array_inputs[v->argument_num]->cols();
}
else{
if ((array_inputs[v->argument_num]->dataClass() == Float))
cache_array_bases[v->argument_num] =
(void*)(&(array_inputs[v->argument_num]->realScalar<float>()));
if ((array_inputs[v->argument_num]->dataClass() == Double))
cache_array_bases[v->argument_num] =
(void*)(&(array_inputs[v->argument_num]->realScalar<double>()));
if ((array_inputs[v->argument_num]->dataClass() == Bool))
cache_array_bases[v->argument_num] =
(void*)(&(array_inputs[v->argument_num]->realScalar<bool>()));
cache_array_rows[v->argument_num] = 1;
cache_array_cols[v->argument_num] = 1;
}
} else {
cache_array_bases[v->argument_num] = NULL;
cache_array_rows[v->argument_num] = 1;
cache_array_cols[v->argument_num] = 1;
}
}
}
}
void JITFunc::run() {
save_this = this;
JITGeneric gv = jit->Invoke(func,JITGeneric((void*) this));
if (gv.IntVal == 0)
throw exception_store;
}
#endif
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