提交记录 17973


用户 题目 状态 得分 用时 内存 语言 代码长度
Conical mmmd1k. 测测你的双精度矩阵乘法-1k Accepted 100 424.579 ms 70764 KB C++11 2.82 KB
提交时间 评测时间
2022-08-19 23:02:44 2022-08-19 23:02:47
#include <cstdlib>
#define idx(i, j) ((i) * n + (j))

void matrix_multiply_small(int n, const double *A, const double *B, double *C) {
	for (int i = 0; i < n; i++) {
		for (int j = 0; j < n; j++) {
			C[idx(i, j)] = 0;
        }
    }
	for (int i = 0; i < n; i++) {
		for (int k = 0; k < n; k++) {
		    for (int j = 0; j < n; j++) {
				C[idx(i, j)] += A[idx(i, k)] * B[idx(k, j)];
			}
		}
	}
}

void construct_sub_matrix(int n, const double *A, double **X) {
    int m = n >> 1;
    for (int i = 0, id = 0; i < m; i++)
        for (int j = 0; j < m; j++) {
            X[0][id] = A[idx(i, j)];
            X[1][id] = A[idx(i, j + m)];
            X[2][id] = A[idx(i + m, j)];
            X[3][id] = A[idx(i + m, j + m)];
            ++id;
        }
}

void matrix_multiply(int n, const double *A, const double *B, double *C) {
    if (n <= 64) {
        matrix_multiply_small(n, A, B, C);
        return;
    }
    double *X[4], *Y[4], *S[4], *T[4], *M[7];
    int m = n >> 1;
    for (int index = 0; index < 4; index++) {
        X[index] = (double*) malloc(sizeof(double) * m * m);
        Y[index] = (double*) malloc(sizeof(double) * m * m);
        S[index] = (double*) malloc(sizeof(double) * m * m);
        T[index] = (double*) malloc(sizeof(double) * m * m);
    }
    for (int index = 0; index < 7; index++)
        M[index] = (double*) malloc(sizeof(double) * m * m);

    construct_sub_matrix(n, A, X);
    construct_sub_matrix(n, B, Y);

    for (int i = 0, id = 0; i < m; i++)
        for (int j = 0; j < m; j++) {
            S[0][id] = X[2][id] + X[3][id];
            S[1][id] = S[0][id] - X[0][id];
            S[2][id] = X[0][id] - X[2][id];
            S[3][id] = X[1][id] - S[1][id];

            T[0][id] = Y[1][id] - Y[0][id];
            T[1][id] = Y[3][id] - T[0][id];
            T[2][id] = Y[3][id] - Y[1][id];
            T[3][id] = T[1][id] - Y[2][id];

            ++id;
        }

    matrix_multiply(m, X[0], Y[0], M[0]);
    matrix_multiply(m, X[1], Y[2], M[1]);
    matrix_multiply(m, S[3], Y[3], M[2]);
    matrix_multiply(m, X[3], T[3], M[3]);
    matrix_multiply(m, S[0], T[0], M[4]);
    matrix_multiply(m, S[1], T[1], M[5]);
    matrix_multiply(m, S[2], T[2], M[6]);

    for (int i = 0, id = 0; i < m; i++)
        for (int j = 0; j < m; j++) {
            double U0 = M[0][id] + M[1][id];
            double U1 = M[0][id] + M[5][id];
            double U2 = U1 + M[6][id];
            double U3 = U1 + M[4][id];
            double U4 = U3 + M[2][id];
            double U5 = U2 - M[3][id];
            double U6 = U2 + M[4][id];

            C[idx(i, j)] = U0;
            C[idx(i, j + m)] = U4;
            C[idx(i + m, j)] = U5;
            C[idx(i + m, j + m)] = U6;
            ++id;
        }
    for (int i = 0; i < 4; i++)
        free(X[i]), free(Y[i]), free(S[i]), free(T[i]);
    for (int i = 0; i < 7; i++)
        free(M[i]);
}

CompilationN/AN/ACompile OKScore: N/A

Testcase #1424.579 ms69 MB + 108 KBAcceptedScore: 100


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