소개
이진 연산 확장 함수는 바이트 배열에 적용되어 기본 이진 연산자를 사용하는 쉽고 빠른 방법을 제공합니다. AND, OR, XOR, NOT, Shift Left, Shift Right 연산자가 제공됩니다.
제공된 함수는 System.Threading.Tasks.Parallel라이브러리 및 unsafe포인터가 바이트 배열의 요소에 순차적으로 액세스하는 데 사용되는 많은 영역 에 의존 합니다.
배경
처음 for에는 다음 명령문과 같이 배열의 모든 요소에 대해 동일한 이진 연산을 반복 하는 간단한 사이클을 사용했습니다 .
public static byte[] Bin_And_noParallel_noPointers(this byte[] ba, byte[] bt) { int longlen = Math.Max(ba.Length, bt.Length); int shortlen = Math.Min(ba.Length, bt.Length); byte[] result = new byte[longlen]; for (int i = 0; i < shortlen; i++) { result[i] = (byte)(ba[i] & bt[i]); } return result; } public static byte[] Bin_And(this byte[] ba, byte[] bt) public static byte[] Bin_Or(this byte[] ba, byte[] bt) public static byte[] Bin_Xor(this byte[] ba, byte[] bt) public static byte[] Bin_Not(this byte[] ba) public static byte[] Bin_ShiftLeft(this byte[] ba, int bits) public static byte[] Bin_ShiftRight(this byte[] ba, int bits)
이러한 함수는 확장 된 메서드이며 두 바이트 배열간에 이진 ‘AND’연산이 실행되는 다음 예에서 설명하는 방식으로 사용됩니다.
byte[] MyFirstByteArray, MySecondByteArray; // fill the arrays here, for example by loading them from files // (System.IO.File.ReadAllBytes) or filling them manually or with random bytes byte[] result = MyFirstByteArray.Bin_And(MySecondByteArray);
이러한 기능을 시도하려면 포인터가 usafe 영역에서 사용되므로 프로젝트-> 속성-> 빌드에서 ‘안전하지 않은 코드 허용’상자를 선택해야합니다.
나는 바이트 배열을 문학 텍스트 (예 : 1308 년과 1321 년경에 쓴 유명한 이탈리아 시인 Dante Alighieri의 ‘신곡’처럼)로 채워서 이러한 작업을 테스트했습니다. 따라서 저작권 문제가 없어야합니다. 500,000 바이트, 제대로 작동했습니다.
코드 설명
이전에 언급했듯이 간단한 이진 함수를 개선하기위한 여정 동안 더 빠르게 만들기 위해 세 가지 전략, 즉 바이트 대신 병렬 처리, 포인터 및 정수를 시도했습니다.
처음에는 간단한 방법을 사용해 보았는데 System.Threading.Tasks.Parallel.For실행 속도가 약간 증가했지만 그다지 많지는 않았습니다.
그런 다음 포인터 접근 방식을 시도했습니다. 인덱스 (예 : in MyArray[175]) 를 통해 배열에 액세스하는 것이 첫 번째 바이트에서 마지막 바이트로 순차적으로 이동하는 포인터를 통해 동일한 데이터에 액세스하는 것보다 느립니다. 이 두 번째 접근 방식은 병렬 접근 방식보다 빠르지는 않지만 유사한 좋은 결과를 제공했습니다.
그럼 .. 조합 해보는 건 어떨까요?
글쎄, Parallel.For전체 속도가 크게 떨어졌기 때문에를 사용하는 것은 나쁜 생각이었습니다.
최종 솔루션은 좀 더 복잡했지만 속도 증가 (특히 대형 배열)는 그만한 가치가 있습니다. ‘AND’이진 연산에 대한 샘플 코드는 다음과 같습니다.
public static byte[] Bin_And(this byte[] ba, byte[] bt) { int lenbig = Math.Max(ba.Length, bt.Length); int lensmall = Math.Min(ba.Length, bt.Length); byte[] result = new byte[lenbig]; int ipar = 0; object o = new object(); System.Action paction = delegate() { int actidx; lock (o) { actidx = ipar++; } unsafe { fixed (byte* ptres = result, ptba = ba, ptbt = bt) { byte* pr = (byte*)ptres; byte* pa = (byte*)ptba; byte* pt = (byte*)ptbt; pr += actidx; pa += actidx; pt += actidx; while (pr < ptres + lensmall) { *pr = (byte)(*pt & *pa); pr += paralleldegree; pa += paralleldegree; pt += paralleldegree; } } } }; System.Action[] actions = new Action[paralleldegree]; for (int i = 0; i < paralleldegree; i++) { actions[i] = paction; } Parallel.Invoke(actions); return result; }
이 함수에서 대리자 (AND 연산을 실행하는 코드 포함)가 선언 된 다음 동일한 대리자가 paralleldegree변수 (정적 생성자 내부에 할당 된 클래스 수준 변수) 와 동일한 횟수만큼 호출됩니다 ( 기사 끝에있는 전체 클래스 코드 참조) 현재 시스템에서 사용할 수있는 프로세서 수를 포함합니다. 물론 대리자의 다양한 인스턴스는 병렬 방식으로 호출됩니다.
대리자 내부에서 포인터는 입력 및 출력 바이트 배열에 선언 된 다음 while주기 내 에서 각주기의 다음 요소로 이동합니다. 함수의 핵심은 *pr = (*pt & *pa);입력 값 ( *pt 및 *pa) 사이에서 AND 이진 연산이 실행되어 결과를 출력 ( *pr) 에 넣는 간단한 라인 입니다.
이제 paralleldegree1 이면 (즉, 병렬 처리 없음)이 대리자는 이해하기 매우 쉽습니다.
그러나 예를 들어 paralleldegree4 라고 가정 해 보겠습니다 . 그러면 대리자의 네 인스턴스가 정확히 동일한 코드를 네 번 실행하여 실행 시간이 매우 느려진다는 문제가 발생합니다. 따라서이 아이디어 paralleldegree는 4 (또는 1보다 큰 숫자) 일 때 각 대리자가 입력 바이트 배열의 다른 바이트에서 시작 while하도록 한 다음주기 내 에서 모든주기에서 다음 4 바이트로 점프하는 것입니다. , 따라서 병렬로 실행되는 다른 대리자와 충돌없이 결과를 계산합니다.
이 경우 첫 번째 대리자는 바이트 0, 4, 8, 12 등을 계산합니다. 두 번째 대리자는 바이트 1, 5, 9, 13 등, 세 번째 2, 6, 10, 14 …, 네 번째 3, 7, 11, 15 …를 lock계산합니다. ipar각 호출에서 증가 되는 변수 (기능 수준) (4 인 경우 4 배 paralleldegree)와 actidx한 번만 할당되는 변수 (대리자 수준) 덕분에 델리게이트가 순차적 인 지점에서 시작하도록하는 목적 ( 모든 델리게이트에 대해) 그리고 모든 델리게이트에 대해 포인터의 ‘초기 오프셋’과 같은 역할을합니다 (줄에서 볼 수 있음 pr += actidx; pa += actidx; pt += actidx;).
병렬 처리를 포인터와 함께 사용하면 실행 속도가 매우 빨라졌습니다 (waw에 의해 실행 속도를 분석하기 위해 테스트 할 함수를 루프 안에 넣고 100 또는 1000 번 실행하여 System.Diagnostics.Stopwatch수업 시간 ; 그러나 바이트 포인터 ( byte*)를 uint포인터 ( uint*) 로 대체하면 더 개선 할 수 있습니다 . uint는보다 4 배 더 크므 byte로 모든주기가 4 배 짧아집니다. 음, 속도가 다시 증가했습니다. 네 번이 아니라 ‘단지’두 번. 그래서,이 마지막 개선은 제 생각에 그만한 가치가있었습니다.
using System; using System.Threading.Tasks; namespace MySpace { public static class BinOps { private const int bitsinbyte = 8; private static readonly int paralleldegree; private static readonly int uintsize; private static readonly int bitsinuint; static BinOps() { paralleldegree = Environment.ProcessorCount; uintsize = sizeof(uint) / sizeof(byte); // really paranoid, uh ? bitsinuint = uintsize * bitsinbyte; } public static byte[] Bin_And(this byte[] ba, byte[] bt) { int lenbig = Math.Max(ba.Length, bt.Length); int lensmall = Math.Min(ba.Length, bt.Length); byte[] result = new byte[lenbig]; int ipar = 0; object o = new object(); System.Action paction = delegate() { int actidx; lock (o) { actidx = ipar++; } unsafe { fixed (byte* ptres = result, ptba = ba, ptbt = bt) { uint* pr = (uint*)ptres; uint* pa = (uint*)ptba; uint* pt = (uint*)ptbt; pr += actidx; pa += actidx; pt += actidx; while (pr < ptres + lensmall) { *pr = (*pt & *pa); pr += paralleldegree; pa += paralleldegree; pt += paralleldegree; } } } }; System.Action[] actions = new Action[paralleldegree]; for (int i = 0; i < paralleldegree; i++) { actions[i] = paction; } Parallel.Invoke(actions); return result; } public static byte[] Bin_Or(this byte[] ba, byte[] bt) { int lenbig = Math.Max(ba.Length, bt.Length); int lensmall = Math.Min(ba.Length, bt.Length); byte[] result = new byte[lenbig]; int ipar = 0; object o = new object(); System.Action paction = delegate() { int actidx; lock (o) { actidx = ipar++; } unsafe { fixed (byte* ptres = result, ptba = ba, ptbt = bt) { uint* pr = (uint*)ptres; uint* pa = (uint*)ptba; uint* pt = (uint*)ptbt; pr += actidx; pa += actidx; pt += actidx; while (pr < ptres + lensmall) { *pr = (*pt | *pa); pr += paralleldegree; pa += paralleldegree; pt += paralleldegree; } uint* pl = ba.Length > bt.Length ? pa : pt; while (pr < ptres + lenbig) { *pr = *pl; pr += paralleldegree; pl += paralleldegree; } } } }; System.Action[] actions = new Action[paralleldegree]; for (int i = 0; i < paralleldegree; i++) { actions[i] = paction; } Parallel.Invoke(actions); return result; } public static byte[] Bin_Xor(this byte[] ba, byte[] bt) { int lenbig = Math.Max(ba.Length, bt.Length); int lensmall = Math.Min(ba.Length, bt.Length); byte[] result = new byte[lenbig]; int ipar = 0; object o = new object(); System.Action paction = delegate() { int actidx; lock (o) { actidx = ipar++; } unsafe { fixed (byte* ptres = result, ptba = ba, ptbt = bt) { uint* pr = ((uint*)ptres) + actidx; uint* pa = ((uint*)ptba) + actidx; uint* pt = ((uint*)ptbt) + actidx; while (pr < ptres + lensmall) { *pr = (*pt ^ *pa); pr += paralleldegree; pa += paralleldegree; pt += paralleldegree; } uint* pl = ba.Length > bt.Length ? pa : pt; while (pr < ptres + lenbig) { *pr = *pl; pr += paralleldegree; pl += paralleldegree; } } } }; System.Action[] actions = new Action[paralleldegree]; for (int i = 0; i < paralleldegree; i++) { actions[i] = paction; } Parallel.Invoke(actions); return result; } public static byte[] Bin_Not(this byte[] ba) { int len = ba.Length; byte[] result = new byte[len]; int ipar = 0; object o = new object(); System.Action paction = delegate() { int actidx; lock (o) { actidx = ipar++; } unsafe { fixed (byte* ptres = result, ptba = ba) { uint* pr = (uint*)ptres; uint* pa = (uint*)ptba; pr += actidx; pa += actidx; while (pr < ptres + len) { *pr = ~(*pa); pr += paralleldegree; pa += paralleldegree; } } } }; System.Action[] actions = new Action[paralleldegree]; for (int i = 0; i < paralleldegree; i++) { actions[i] = paction; } Parallel.Invoke(actions); return result; } public static byte[] Bin_ShiftLeft(this byte[] ba, int bits) { int ipar = 0; object o = new object(); int len = ba.Length; if (bits >= len * bitsinbyte) return new byte[len]; int shiftbits = bits % bitsinuint; int shiftuints = bits / bitsinuint; byte[] result = new byte[len]; if (len > 1) { // first uint is shifted without carry from previous byte (previous byte does not exist) unsafe { fixed (byte* fpba = ba, fpres = result) { uint* pres = (uint*)fpres + shiftuints; uint* pba = (uint*)fpba; *pres = *pba << shiftbits; } } System.Action paction = delegate() { int actidx; lock (o) { actidx = ipar++; } unsafe { fixed (byte* fpba = ba, fpres = result) { // pointer to results; shift the bytes in the result // (i.e. move left the pointer to the result) uint* pres = (uint*)fpres + shiftuints + actidx + 1; // pointer to original data, second byte uint* pba1 = (uint*)fpba + actidx + 1; if (shiftbits == 0) { while (pres < fpres + len) { *pres = *pba1; pres += paralleldegree; pba1 += paralleldegree; } } else { // pointer to original data, first byte uint* pba2 = (uint*)fpba + actidx; while (pres < fpres + len) { *pres = *pba2 >> (bitsinuint - shiftbits) | *pba1 << shiftbits; pres += paralleldegree; pba1 += paralleldegree; pba2 += paralleldegree; } } } }; }; System.Action[] actions = new Action[paralleldegree]; for (int i = 0; i < paralleldegree; i++) { actions[i] = paction; } Parallel.Invoke(actions); } return result; } public static byte[] Bin_ShiftRight(this byte[] ba, int bits) { int ipar = 0; object o = new object(); int len = ba.Length; if (bits >= len * bitsinbyte) return new byte[len]; int ulen = len / uintsize + 1 - (uintsize - (len % uintsize)) / uintsize; int shiftbits = bits % bitsinuint; int shiftuints = bits / bitsinuint; byte[] result = new byte[len]; if (len > 1) { unsafe { fixed (byte* fpba = ba, fpres = result) { uint* pres = (uint*)fpres + ulen - shiftuints - 1; uint* pba = (uint*)fpba + ulen - 1; *pres = *pba >> shiftbits; } } System.Action paction = delegate() { int actidx; lock (o) { actidx = ipar++; } unsafe { fixed (byte* fpba = ba, fpres = result) { // pointer to results; shift the bytes in the result // (i.e. move left the pointer to the result) uint* pres = (uint*)fpres + actidx; // pointer to original data, first useful byte uint* pba1 = (uint*)fpba + shiftuints + actidx; if (shiftbits == 0) { while (pres < ((uint*)fpres) + ulen - shiftuints - 1) { *pres = *pba1; // increment pointers to next position pres += paralleldegree; pba1 += paralleldegree; } } else { // pointer to original data, second useful byte uint* pba2 = (uint*)fpba + shiftuints + actidx + 1; while (pres < ((uint*)fpres) + ulen - shiftuints - 1) { // Core shift operation *pres = (*pba1 >> shiftbits | *pba2 << (bitsinuint - shiftbits)); // increment pointers to next position pres += paralleldegree; pba1 += paralleldegree; pba2 += paralleldegree; } } } }; }; System.Action[] actions = new Action[paralleldegree]; for (int i = 0; i < paralleldegree; i++) { actions[i] = paction; } Parallel.Invoke(actions); } return result; } } }
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