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Delphi 200X、XE中如何用并行实现循环的计算

2017-04-14 23:36 375 查看
interface

uses
Classes, SysUtils;

type
TParallelProc = reference to procedure(i: Integer; ThreadID: Integer);

TParallel = class(TThread)
private
FProc: TParallelProc;
FThreadID: Integer; //current thread ID
protected
procedure Execute; override;
function GetNextValue: Integer;
public
constructor Create;
destructor Destroy; override;

property Proc: TParallelProc
read FProc write FProc;
class var
CurrPos: Integer; //current loop index
MaxPos: Integer;  //max loops index
cs: TCriticalSection;
ThCount: Integer; //thread counter - how much threads have finished execution
end;

{** ParallelFor Loop - all iterations will be performed in chosen threads
@param nMin - Loop min value (first iteration)
@param nMax - Loop max value (last iteration)
@param nThreads - how much threads to use
@param  aProc - anonymous procedure which will be performed in loop thread
}
procedure ParallelFor(nMin, nMax, nThreads: Integer; aProc: TParallelProc); overload;
{** ParallelFor Loop - all iterations will be performed in max cpu cores
@param nMin - Loop min value (first iteration)
@param nMax - Loop max value (last iteration)
@param  aProc - anonymous procedure which will be performed in loop thread
}
procedure ParallelFor(nMin, nMax: Integer; aProc: TParallelProc); overload;

implementation

uses
{$IFDEF MSWINDOWS}
Windows,
{$ENDIF}
SyncObjs;

procedure ParallelFor(nMin, nMax, nThreads: Integer; aProc: TParallelProc);
var
threads: array of TParallel;
I: Integer;
begin
if nMin > nMax then
Exit;
// initialize TParallel class data
TParallel.CurrPos := nMin;
TParallel.MaxPos := nMax;
TParallel.cs := TCriticalSection.Create;
TParallel.ThCount := 0;

// create the threads
SetLength (threads, nThreads);
for I := 0 to nThreads - 1 do
begin
threads[I] := TParallel.Create; // suspended
threads[I].FThreadID := I;
threads[I].Proc := aProc;
threads[I].Start;
end;

for I := 0 to nThreads - 1 do
begin
threads[I].WaitFor;
end;

for I := 0 to nThreads - 1 do
begin
threads[I].Free;
end;

TParallel.cs.Free;
end;

procedure ParallelFor(nMin, nMax: Integer; aProc: TParallelProc);
begin
ParallelFor(nMin, nMax, CPUCount, aProc);
end;

{ TParallel }

constructor TParallel.Create;
begin
inherited Create(True); // suspended
InterlockedIncrement(ThCount);
FreeOnTerminate := False;
FThreadID := 0;
end;

destructor TParallel.Destroy;
begin
InterlockedDecrement(ThCount);
inherited;
end;

procedure TParallel.Execute;
var
nCurrent: Integer;
begin
nCurrent := GetNextValue;
while nCurrent <= MaxPos do
begin
Proc(nCurrent, FThreadID);
nCurrent := GetNextValue;
end;
end;

function TParallel.GetNextValue: Integer;
begin
cs.Acquire;
try
Result := CurrPos;
Inc(CurrPos);
finally
cs.Release;
end;
end;
 http://blog.csdn.net/zang141588761/article/details/51505360[/code]  
                                            
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