diff options
-rw-r--r-- | benchmarks/mm/gen.scala | 2 | ||||
-rw-r--r-- | benchmarks/mm/mm_main.c | 2 | ||||
-rw-r--r-- | benchmarks/mm/rb.h | 4 | ||||
-rw-r--r-- | benchmarks/mt-matmul/matmul.c | 29 | ||||
-rw-r--r-- | benchmarks/mt-matmul/mt-matmul.c | 3 | ||||
-rw-r--r-- | benchmarks/spmv/dataset1.h | 32628 |
6 files changed, 10579 insertions, 22089 deletions
diff --git a/benchmarks/mm/gen.scala b/benchmarks/mm/gen.scala index 38d9e6b..982daa8 100644 --- a/benchmarks/mm/gen.scala +++ b/benchmarks/mm/gen.scala @@ -74,7 +74,7 @@ object MMGen { ("cp a.out " + Seq("b", m, n, p, m1, n1, p1, "run").reduce(_+"."+_))! } def main(args: Array[String]): Unit = { - test1(4, 5, 6, 36, 35, 36) + test1(4, 5, 6, 24, 25, 24) //for (i <- 4 to 6; j <- 4 to 6; k <- 4 to 6) // test1(i, j, k, if (i == 5) 35 else 36, if (j == 5) 35 else 36, if (k == 5) 35 else 36) } diff --git a/benchmarks/mm/mm_main.c b/benchmarks/mm/mm_main.c index 4d08b15..133b5a2 100644 --- a/benchmarks/mm/mm_main.c +++ b/benchmarks/mm/mm_main.c @@ -6,6 +6,8 @@ #include <stdio.h> #include "util.h" +#pragma GCC optimize ("unroll-loops") + void thread_entry(int cid, int nc) { const int R = 8; diff --git a/benchmarks/mm/rb.h b/benchmarks/mm/rb.h index 593b54f..421c964 100644 --- a/benchmarks/mm/rb.h +++ b/benchmarks/mm/rb.h @@ -1,7 +1,5 @@ -// See LICENSE for license details. - static const int RBM = 4, RBN = 5, RBK = 6; -static const int CBM = 36, CBN = 35, CBK = 36; +static const int CBM = 24, CBN = 25, CBK = 24; static inline void kloop(size_t p, t* a0, size_t lda, t* b0, size_t ldb, t* c, size_t ldc) { t* c_0 = &c[ldc*0]; diff --git a/benchmarks/mt-matmul/matmul.c b/benchmarks/mt-matmul/matmul.c index 7c23309..6d7b978 100644 --- a/benchmarks/mt-matmul/matmul.c +++ b/benchmarks/mt-matmul/matmul.c @@ -2,21 +2,22 @@ #include "dataset.h" #include "util.h" +#include <stddef.h> -void __attribute__((noinline)) matmul(const int coreid, const int ncores, const int lda, const data_t A[], const data_t B[], data_t C[] ) +#pragma GCC optimize ("unroll-loops") + +void matmul(const size_t coreid, const size_t ncores, const size_t lda, const data_t A[], const data_t B[], data_t C[]) { - int i, j, k; - int block = lda / ncores; - int start = block * coreid; + size_t i, j, k; + size_t block = lda / ncores; + size_t start = block * coreid; - for ( j = start; j < (start+block); j++ ) - { - for ( k = 0; k < lda; k++ ) - { - for ( i = 0; i < lda; i++ ) - { - C[i + j*lda] += A[j*lda + k] * B[k*lda + i]; - } - } - } + for (i = 0; i < lda; i++) { + for (j = start; j < (start+block); j++) { + data_t sum = 0; + for (k = 0; k < lda; k++) + sum += A[j*lda + k] * B[k*lda + i]; + C[i + j*lda] = sum; + } + } } diff --git a/benchmarks/mt-matmul/mt-matmul.c b/benchmarks/mt-matmul/mt-matmul.c index 9cc3f20..349e47e 100644 --- a/benchmarks/mt-matmul/mt-matmul.c +++ b/benchmarks/mt-matmul/mt-matmul.c @@ -22,6 +22,7 @@ #include <string.h> #include <stdlib.h> #include <stdio.h> +#include <stddef.h> //-------------------------------------------------------------------------- @@ -39,7 +40,7 @@ //-------------------------------------------------------------------------- // matmul function - extern void __attribute__((noinline)) matmul(const int coreid, const int ncores, const int lda, const data_t A[], const data_t B[], data_t C[] ); +extern void matmul(const size_t coreid, const size_t ncores, const size_t lda, const data_t A[], const data_t B[], data_t C[] ); //-------------------------------------------------------------------------- diff --git a/benchmarks/spmv/dataset1.h b/benchmarks/spmv/dataset1.h index de430e0..4c871d5 100644 --- a/benchmarks/spmv/dataset1.h +++ b/benchmarks/spmv/dataset1.h @@ -1,23024 +1,11512 @@ // See LICENSE for license details. -#define R 1000 -#define C 1000 -#define NNZ 10004 -const double val[10004] = { - 658, - 279, - 587, - 255, - 359, - 844, - 905, - 456, - 897, - 837, +#define R 500 +#define C 500 +#define NNZ 4998 +const double val[4998] = { + 644, + 344, + 346, + 101, + 553, + 823, + 33, + 274, + 179, + 575, + 529, + 820, 652, - 398, - 885, - 21, - 669, - 738, - 365, - 928, - 713, + 401, + 887, + 736, + 660, + 728, + 65, + 230, + 664, + 131, + 819, + 499, + 450, + 11, + 958, + 535, + 468, + 748, + 539, + 494, + 469, + 834, + 733, + 509, + 86, + 824, 771, - 536, - 987, - 917, - 823, - 544, - 40, - 80, - 636, - 263, - 929, - 757, - 677, - 151, - 500, - 875, - 720, - 205, - 292, - 859, - 980, - 97, - 608, - 813, - 840, - 397, - 765, - 294, - 718, - 751, - 7, - 482, + 546, + 662, + 184, + 541, + 344, + 329, + 986, + 910, 166, - 653, + 784, + 131, + 120, + 75, + 346, 172, - 187, - 79, + 710, + 601, + 777, + 51, + 282, + 395, + 375, + 379, + 551, + 843, + 278, + 259, + 304, + 988, + 975, + 125, + 719, + 193, + 18, + 245, + 754, + 585, 228, - 857, - 540, - 760, - 509, - 190, - 396, - 765, - 37, - 85, - 866, - 981, - 999, - 793, - 921, - 664, - 208, - 856, - 528, - 782, - 318, - 170, - 521, - 691, - 726, - 996, - 947, - 326, - 825, - 77, - 823, - 752, - 266, - 834, - 196, - 58, - 430, - 764, - 807, - 568, - 665, - 583, - 178, - 250, - 273, - 654, - 487, - 504, - 729, - 338, - 866, - 981, 852, - 842, - 785, - 13, - 588, - 44, - 432, - 408, - 374, - 761, - 653, - 752, - 684, - 6, - 357, - 703, - 447, - 966, - 457, - 738, - 646, - 646, - 217, - 522, - 839, - 417, - 506, - 801, - 233, - 929, - 487, + 840, + 888, + 711, + 960, + 674, + 523, + 339, + 737, + 796, + 607, + 394, + 219, + 370, + 854, 353, - 660, - 751, - 738, - 512, - 566, - 130, + 195, + 624, + 951, + 755, + 64, + 825, + 145, + 296, + 456, + 585, + 884, + 242, + 484, + 902, + 884, + 224, + 689, + 321, + 578, + 835, + 891, + 347, + 273, + 285, + 415, + 586, + 402, + 890, + 414, + 723, + 717, + 383, + 530, + 993, + 884, + 887, + 246, + 219, 61, - 128, - 698, - 467, - 362, - 867, - 639, - 289, + 845, + 430, + 636, + 773, 371, - 427, - 650, - 16, - 878, - 967, - 369, - 517, - 161, - 330, - 294, - 396, - 606, - 638, - 171, - 602, - 531, - 14, - 968, - 15, - 193, - 225, - 863, - 171, - 254, - 714, - 256, - 873, - 353, - 35, - 910, - 849, - 658, - 546, - 389, - 239, - 355, - 540, - 494, - 968, - 319, - 590, - 608, - 445, - 806, - 51, - 117, - 401, - 314, - 280, - 334, - 44, - 17, - 107, - 108, - 650, - 807, - 385, - 748, - 942, - 719, - 110, - 630, - 559, - 717, - 375, - 963, - 45, - 403, - 476, - 408, - 732, - 87, - 874, - 635, - 119, - 190, - 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225, + 274, + 300, + 317, 324, - 339, - 359, - 393, - 511, - 557, - 690, - 696, - 764, - 777, - 810, - 954, - 73, - 337, + 343, + 374, + 390, + 404, + 462, 473, - 526, - 601, - 620, - 668, - 689, - 698, - 768, - 782, - 859, - 930, - 937, - 942, - 954, - 162, - 279, - 410, - 454, - 958, - 29, - 36, + 490, + 42, + 149, + 191, + 341, + 362, + 381, + 463, + 55, + 70, 77, - 109, - 139, - 185, - 224, + 79, + 93, + 126, + 142, + 166, + 192, + 202, + 222, + 440, + 457, + 489, + 496, + 128, + 134, + 177, + 292, + 295, + 305, + 325, + 361, + 362, + 447, + 0, + 5, + 188, + 264, 270, - 512, - 601, - 657, - 664, - 669, - 683, - 695, - 734, - 947, - 146, - 193, - 464, - 491, - 767, - 771, - 818, - 911, - 947, - 981, - 56, - 102, - 291, - 434, - 527, - 601, - 613, - 646, - 731, - 777, - 3, - 90, - 179, - 196, + 310, + 333, + 344, + 5, + 19, + 126, + 207, 270, - 380, - 458, - 638, - 680, - 854, - 883, - 956, - 72, - 104, - 272, - 518, - 755, - 33, - 387, - 450, - 519, - 528, - 576, - 607, - 637, - 786, - 228, - 298, - 355, - 377, - 414, - 560, - 847, - 853, - 927, - 47, - 191, - 304, - 328, - 371, - 424, - 441, - 555, - 658, - 837, - 902, - 132, + 274, + 345, + 498, + 15, + 55, + 56, + 64, + 96, + 122, + 143, + 195, 215, - 252, - 278, - 293, - 339, - 390, - 729, - 754, - 855, - 896, - 11, - 115, - 159, - 173, - 351, + 295, + 313, + 320, + 444, + 449, + 476, + 483, + 88, + 158, + 256, + 311, + 356, + 395, 407, - 412, - 438, - 996, - 87, - 104, - 164, - 212, - 213, - 329, - 419, - 668, - 683, - 847, - 940, - 134, - 245, - 296, - 306, - 346, - 369, - 382, - 417, - 495, - 555, - 578, - 662, - 712, - 844, - 850, - 885, - 988, - 58, - 212, - 347, - 886, - 925, - 60, - 132, - 301, - 377, - 933, - 26, - 38, - 49, - 94, - 176, - 206, - 344, - 416, - 686, - 719, - 734, - 837, - 32, - 160, - 194, - 481, - 567, - 653, - 711, - 813, - 871, - 946, - 980, - 48, - 53, - 124, + 14, + 18, + 22, + 68, + 71, + 108, + 168, 170, - 281, - 370, - 414, - 501, - 938, - 943, - 951, - 115, - 386, - 540, - 583, - 678, - 729, - 901, - 28, - 105, + 172, + 206, + 207, + 340, + 395, + 397, + 435, + 19, + 77, 153, - 177, - 178, - 443, - 494, - 496, - 591, - 609, - 628, - 683, + 166, + 415, 22, - 144, - 185, - 234, - 306, - 323, - 704, - 830, - 838, - 923, - 940, - 29, - 75, - 140, - 393, - 625, - 760, - 916, - 919, - 15, - 109, - 266, - 846, - 107, - 129, - 278, - 279, - 323, - 438, - 461, - 543, - 567, - 648, - 713, - 866, - 908, - 277, - 320, - 390, - 421, - 549, - 564, - 620, - 885, - 935, - 58, - 322, - 330, - 432, - 435, - 517, - 578, - 704, - 941, - 952, - 89, - 172, - 420, - 511, - 542, - 607, - 654, - 921, - 103, - 240, - 287, + 83, + 173, + 247, 289, - 302, 324, - 399, - 415, - 657, - 680, - 764, - 781, - 799, - 824, - 835, - 911, - 36, - 148, - 156, + 417, + 430, + 10, + 152, + 160, 170, - 241, - 478, - 600, - 672, - 685, - 764, - 936, - 979, - 106, - 285, - 492, - 493, - 834, - 839, - 873, - 948, - 956, - 35, - 50, - 122, - 176, - 261, - 597, - 621, - 628, - 654, - 935, - 190, - 244, - 301, - 337, - 473, - 646, - 886, - 76, - 193, - 213, - 313, - 331, - 356, - 408, - 449, - 511, - 848, - 853, - 876, - 19, - 109, - 168, - 262, - 269, - 320, - 467, - 642, - 650, - 687, - 703, - 921, - 936, - 973, - 43, + 203, + 284, + 287, + 395, + 497, + 37, 68, + 96, + 135, + 201, 305, - 395, - 433, - 534, - 746, - 812, - 815, - 986, - 998, - 165, - 240, - 323, - 346, - 459, - 468, - 474, - 650, - 834, - 919, - 991, - 993, - 36, - 40, - 46, - 195, - 331, - 346, - 844, - 852, - 7, - 216, - 248, - 548, - 637, - 733, - 788, - 810, - 909, - 151, - 205, - 248, - 297, - 381, - 501, - 589, - 601, - 610, - 693, - 851, - 211, - 379, - 508, - 770, - 955, + 457, + 465, + 86, + 90, + 175, + 183, + 198, + 214, + 233, + 280, + 60, + 113, + 141, + 150, + 494, 17, - 216, - 372, - 471, - 804, - 838, - 934, - 977, - 16, - 119, - 332, - 338, - 478, - 628, - 803, - 911, - 8, - 132, - 144, + 54, + 65, + 72, + 93, + 137, + 145, + 150, + 238, + 264, + 333, + 356, + 373, + 440, + 446, + 37, + 43, + 143, + 156, 169, - 192, - 713, - 748, - 808, - 824, - 13, + 236, + 257, + 351, + 365, + 369, + 374, + 381, + 395, + 456, 19, - 31, - 78, - 94, - 513, - 561, - 587, - 825, - 953, - 248, - 254, - 470, - 520, - 594, - 634, - 636, - 647, - 830, - 862, - 869, - 17, - 37, - 62, + 58, 138, - 270, - 337, - 449, - 474, - 540, - 566, - 583, - 721, - 929, - 935, - 954, - 221, - 273, - 315, - 397, - 447, - 641, - 725, - 830, - 885, - 928, - 7, - 175, - 188, - 464, - 482, - 493, - 519, - 612, - 615, - 666, - 758, - 807, - 915, - 70, - 133, - 350, - 438, - 479, - 522, - 564, - 893, - 120, - 273, - 384, - 424, + 194, + 285, + 426, 446, - 447, - 467, - 585, - 633, - 792, - 948, - 997, - 7, - 51, - 151, - 197, - 232, - 348, - 581, - 596, - 628, - 833, - 890, - 32, - 96, - 265, - 272, - 387, - 691, - 694, - 17, - 322, - 369, - 457, - 499, - 611, - 735, - 813, - 885, - 72, - 84, - 130, + 450, + 491, + 492, + 201, + 312, + 385, + 412, + 484, + 56, + 76, + 103, 210, - 228, - 334, - 349, - 396, - 443, - 483, - 498, - 508, - 509, - 762, - 105, - 127, - 157, + 213, + 214, + 359, + 384, + 159, + 191, + 195, + 251, + 295, + 356, + 378, + 399, + 416, + 418, + 441, + 3, + 19, + 63, + 125, 198, - 206, - 286, - 298, + 214, + 254, + 291, + 297, + 326, + 331, + 342, 371, - 380, - 516, - 698, - 738, - 837, - 840, - 946, - 982, - 359, - 436, - 687, - 802, - 805, - 950, - 112, - 113, - 141, - 282, - 290, - 524, - 527, - 624, - 642, - 762, - 840, - 858, - 997, - 30, - 257, 465, - 573, - 605, - 661, - 752, - 783, - 795, - 880, - 907, - 8, - 101, - 145, + 466, + 141, + 162, + 181, 253, - 375, - 459, - 556, - 559, - 584, - 748, - 999, - 50, - 180, - 388, - 638, - 902, - 122, - 192, - 405, - 468, - 486, - 562, - 604, - 841, - 844, + 281, + 413, + 417, + 444, + 474, + 31, 134, - 197, - 381, - 382, - 414, - 430, - 431, - 655, - 666, - 807, - 958, - 81, - 210, - 496, - 538, - 724, - 903, - 947, - 51, - 118, - 243, - 326, - 537, - 597, - 836, - 966, - 11, - 139, + 212, + 281, + 343, + 354, + 428, + 493, + 27, + 135, 147, - 204, - 214, - 269, - 288, - 290, - 304, - 307, - 334, - 451, - 575, - 600, - 661, - 775, - 800, - 969, - 986, - 64, - 206, - 269, - 403, - 461, - 508, - 548, - 581, - 596, - 692, - 777, - 124, - 232, - 312, - 322, - 447, - 498, - 526, - 543, - 656, - 670, - 712, - 751, - 907, - 923, - 71, - 94, - 114, - 148, + 169, + 186, + 199, + 223, + 225, + 230, + 251, + 462, + 170, 201, - 249, - 293, - 296, - 331, - 336, - 505, - 607, - 768, - 933, - 217, - 260, - 296, - 302, - 311, - 581, - 625, - 655, - 781, - 892, - 926, - 23, - 43, - 100, - 156, - 273, - 337, - 572, - 673, - 741, - 980, - 52, - 156, - 164, - 336, - 373, + 215, + 235, + 278, + 376, + 394, + 71, + 162, + 173, + 241, + 263, + 309, + 37, + 54, + 99, + 118, + 172, + 188, + 234, + 256, + 450, + 38, + 55, + 98, + 101, + 110, + 151, + 182, + 304, + 306, + 376, + 378, 400, - 470, - 951, - 20, - 30, - 73, - 179, - 351, - 566, - 636, - 872, - 883, - 944, - 11, - 62, - 460, - 482, - 486, - 495, - 512, - 651, - 868, - 917, - 997, - 16, - 74, - 417, - 496, - 590, - 639, - 692, - 778, - 781, + 409 +}; +const double x[500] = { + 353, + 528, 855, + 623, + 693, + 26, 928, - 930, - 259, - 275, - 477, - 637, - 748, - 807, - 957, - 999, - 38, - 184, - 260, - 266, - 268, - 323, - 391, - 598, - 628, - 881, - 947, - 54, - 62, - 219, + 283, + 710, + 154, + 423, + 193, + 627, + 362, + 271, + 632, + 502, + 254, + 655, + 589, + 809, + 858, + 427, + 70, + 305, + 618, + 419, + 16, + 840, + 389, + 773, 270, - 471, - 473, - 491, - 673, - 859, - 892, - 947, - 72, - 218, - 309, - 331, - 372, - 573, - 741, - 822, - 825, - 966, - 48, - 200, - 205, - 237, - 261, - 265, - 338, - 353, - 666, - 928, - 967, - 53, - 74, - 259, - 284, - 507, - 615, - 886, - 905, - 955, - 10, - 21, - 44, - 406, - 460, - 684, - 782, - 816, - 826, - 907, - 34, - 189, - 260, - 332, - 356, - 444, - 460, - 758, - 781, - 838, - 842, - 905, - 967, - 6, - 7, - 169, - 220, - 295, - 384, - 399, - 442, - 739, - 922, - 969, - 286, - 300, - 401, - 460, - 503, - 659, - 686, - 727, - 749, + 546, + 455, + 278, + 647, + 926, + 882, + 158, 785, - 974, - 993, - 998, - 183, - 210, - 328, - 450, - 453, - 480, + 620, + 56, + 154, + 592, + 293, 496, - 517, - 525, + 810, + 429, + 509, + 562, + 26, + 981, + 21, + 849, + 374, + 495, 549, - 635, - 716, - 732, - 748, - 749, - 832, - 959, - 95, - 107, - 121, - 258, - 326, - 416, - 588, - 654, - 753, - 831, - 34, - 83, - 101, - 181, - 224, - 552, - 623, - 671, - 866, - 983, - 997, - 104, - 129, - 143, - 198, - 213, - 420, - 438, - 612, - 674, - 910, - 943, - 210, - 212, - 218, - 321, - 330, - 455, - 692, - 794, - 839, - 960, - 965, - 17, - 101, 124, - 395, - 476, - 513, - 514, - 566, - 692, - 846, - 856, - 859, - 862, - 908, - 920, - 947, - 958, - 8, - 200, - 373, - 462, - 556, - 739, - 796, - 932, - 951, - 958, - 44, - 56, - 186, - 262, - 310, - 355, - 380, - 470, - 593, - 714, - 906, - 964, - 989, - 65, - 114, - 195, - 306, - 307, - 355, - 403, - 469, - 513, - 654, - 685, - 800, - 812, - 816, - 825, - 843, - 925, - 3, - 328, - 425, - 486, - 730, - 773, - 789, + 687, + 137, + 719, + 232, + 690, + 616, 824, - 943, - 966, - 967, - 981, - 984, - 83, - 156, - 311, - 439, - 545, - 565, + 46, + 712, 650, + 223, + 868, + 576, + 707, + 999, + 883, + 551, + 159, + 306, + 101, + 618, + 194, + 787, + 488, + 395, + 970, + 29, + 260, + 223, + 605, 682, - 769, - 299, - 341, - 409, - 782, - 943, + 293, + 208, 5, - 52, - 57, - 123, - 146, - 175, - 409, - 443, - 532, - 989, - 120, - 158, - 430, - 436, - 449, - 640, - 659, - 734, - 749, - 834, - 882, - 911, - 952, - 22, - 226, - 442, - 591, - 879, - 51, - 69, - 86, - 97, - 178, - 263, - 316, - 425, - 534, - 554, - 565, + 947, + 244, + 126, + 692, + 95, 888, - 988, - 991, - 24, - 352, - 511, - 522, - 555, - 570, - 603, - 696, - 887, - 960, - 39, - 133, - 260, - 401, - 465, - 526, - 609, - 732, - 131, - 206, - 305, - 669, - 809, - 877, - 986, - 439, - 520, - 567, - 588, - 617, - 712, - 891, - 998, - 274, - 358, - 425, - 495, - 715, - 872, - 918, - 923, - 951, - 980, - 983, - 119, - 123, - 316, - 324, - 349, - 644, - 705, - 718, - 769, - 781, - 795, - 884, - 110, - 133, - 140, - 152, - 157, - 495, - 569, - 608, - 629, - 803, - 827, - 909, - 942, - 9, - 230, - 268, - 423, - 626, - 707, - 724, - 748, - 828, - 996, - 274, - 308, - 436, - 722, - 879, - 213, - 259, - 324, - 329, - 377, - 534, - 588, - 827, - 896, - 149, - 261, - 591, - 597, - 785, - 813, - 883, - 920, - 996, - 10, - 64, + 776, + 502, + 375, 237, - 417, - 535, - 686, - 709, - 717, - 744, - 41, - 67, - 260, - 370, - 405, + 176, + 730, + 837, 407, - 520, - 632, - 893, - 955, - 127, + 757, + 772, + 365, + 21, 250, - 336, - 354, - 388, - 474, - 591, - 703, - 805, - 811, - 833, - 871, - 881, - 991, - 994, - 17, - 91, - 113, - 122, - 300, - 301, - 463, - 716, - 741, - 776, - 784, - 906, - 994, - 33, - 57, - 206, - 448, - 520, - 612, - 769, - 834, - 282, - 393, - 441, - 461, - 503, - 796, + 938, + 804, + 940, + 859, + 945, + 173, + 215, 72, - 206, - 304, - 381, - 565, - 723, - 114, - 121, - 130, - 259, - 346, - 386, - 432, - 538, - 575, - 595, - 855, - 945 -}; -const double x[1000] = { - 602, - 730, - 528, - 886, - 890, - 755, - 124, - 435, - 24, - 245, - 112, - 144, - 171, - 746, - 547, - 172, - 905, - 97, - 70, - 133, - 117, - 951, - 783, - 271, - 174, - 263, - 769, - 889, + 331, + 339, + 880, + 874, + 375, 920, - 698, - 644, - 138, - 34, - 866, - 831, - 249, - 611, - 672, - 502, - 450, - 225, - 557, - 793, - 244, - 336, - 942, - 604, - 135, - 507, - 328, - 36, - 299, - 769, - 323, - 957, - 171, - 455, - 627, - 701, - 624, - 383, - 354, + 254, 675, - 971, - 562, - 945, - 354, - 90, - 495, - 269, - 684, - 468, - 832, - 38, - 189, - 103, - 509, - 754, - 85, - 70, - 727, - 897, - 441, - 745, - 443, - 561, - 23, - 796, - 104, - 178, - 388, - 178, - 663, - 652, - 533, - 738, - 423, - 500, - 390, - 567, + 614, + 19, + 570, + 850, + 93, + 200, + 960, + 276, + 332, + 218, + 895, + 270, + 922, + 220, + 44, + 566, + 330, + 645, 834, - 806, - 97, - 517, - 352, - 636, 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9112, - 9123, - 9135, - 9143, - 9152, - 9163, - 9168, - 9176, - 9184, - 9193, - 9203, - 9214, - 9229, - 9239, - 9252, - 9260, - 9272, - 9283, - 9290, - 9299, - 9313, - 9329, - 9335, - 9348, - 9359, - 9370, - 9375, - 9384, - 9395, - 9402, - 9410, - 9429, - 9440, - 9454, - 9468, - 9479, - 9489, - 9497, - 9507, - 9518, - 9530, - 9538, - 9549, - 9560, - 9570, - 9581, - 9590, - 9600, - 9613, - 9624, - 9637, - 9654, - 9664, - 9675, - 9686, - 9697, - 9714, - 9724, - 9737, - 9754, - 9767, - 9776, - 9781, - 9791, - 9804, - 9809, - 9823, - 9833, - 9841, - 9848, - 9856, - 9867, - 9879, - 9892, - 9902, - 9907, - 9916, - 9925, - 9934, - 9944, - 9959, - 9972, - 9980, - 9986, - 9992, - 10004 + 4998 }; -const double verify_data[1000] = { - 1971101, - 3601995, - 3608374, - 3068439, - 2756891, - 1644445, - 2326970, - 3571797, - 2167311, - 3272467, - 5257490, - 2287052, - 5507394, - 1707471, - 1181529, - 2596954, - 2999820, - 1456597, - 1755714, - 2783599, - 2224880, - 953747, - 1863442, - 2375479, - 3838149, - 1472958, - 2613759, - 1412651, - 2454897, - 4139599, - 1540527, - 2373885, - 2371153, - 2496043, - 2946006, - 3041837, - 2102841, - 3413598, - 3937131, - 3428786, - 2323528, - 1657458, - 3358521, - 1821261, - 937257, - 2638848, - 3351703, - 2436591, - 1387045, - 3372777, - 4422352, - 2696491, - 2775768, - 1711500, - 2463910, - 1906176, - 2655972, - 2176802, - 4025605, - 1836921, - 2902963, - 1950818, - 2553243, - 2012524, - 2449182, - 1632320, - 2628093, - 1093587, - 3089207, - 3020390, - 1485696, - 1932818, - 3334949, - 1610563, - 2076427, - 3114683, - 1548840, - 3339439, - 3335032, - 1366398, - 1685659, - 1668385, - 2510712, - 2871270, - 3270369, - 4311377, - 1982006, - 1326681, - 1381634, - 398901, - 3333661, - 3352243, - 2878790, - 1577319, - 2415255, - 1191188, - 3219765, - 3467850, - 1940862, - 2056258, - 1786527, - 2278347, - 2077897, - 1457888, - 3707208, - 1405999, - 952210, - 1600564, - 2343319, - 1781556, - 2474389, - 522450, - 3674982, - 3619187, - 3211390, - 3586103, - 1475431, - 3546147, - 3698208, - 2049193, - 1979189, - 1111515, - 2790498, - 3439083, - 4279066, - 2774436, - 2077245, - 4390617, - 3149593, - 5326535, - 3848199, - 2772446, - 2682304, - 2277814, - 1222790, - 2067874, - 1982666, - 2371257, - 1270393, - 3228410, - 2598823, - 2428645, - 904561, - 2100006, - 2337148, - 3164102, - 3908197, - 1529402, - 3084375, - 1927419, - 3196639, - 2303890, - 4265937, - 2061281, - 2212135, - 2407656, - 1723976, - 2903704, - 3276733, - 1491735, - 1684162, - 1307018, - 1201185, - 636997, - 1186016, - 1774809, - 2607471, - 2619840, - 3493545, - 3226129, - 1737347, - 2380184, - 1201957, - 983240, - 2529069, - 2689857, - 3022018, - 2223714, - 3625235, - 3008732, - 2417998, - 4428750, - 2270952, - 2186948, - 4812008, - 2233927, - 3334976, - 1264519, - 1626345, - 1123879, - 3098605, - 4036407, - 3104973, - 2897790, - 3788865, - 2422217, - 3611590, - 1749696, - 2447434, - 2977777, - 1573650, - 2620107, - 2319242, - 2902283, - 1882200, - 1787017, - 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5898263, - 1771223, - 3346757, - 2512678, - 1778448, - 3432671, - 2814247, - 3403195, - 812303, - 2104162, - 85040, - 989115, - 1897384, - 1248980, - 2002961, - 1371732, - 2373820, - 5178478, - 1511192, - 5127654, - 1468260, - 2185303, - 2436412, - 2978141, - 2230665, - 1707852, - 2529167, - 1152196, - 3239187, - 2498749, - 2707774, - 1502699, - 1633289, - 2782744, - 4089832, - 1548833, - 1704769, - 2712629, - 992084, - 1369606, - 2480517, - 2846051, - 3100172, - 2371224, - 1173652, - 1837754, - 3822172, - 1417367, - 1538908, - 1146694, - 2528965, - 2800885, - 3461160, - 786155, - 6573509, - 3071638, - 1511640, - 3652853, - 1475533, - 1525596, - 2695806, - 1277883, - 3278333, - 2226936, - 2030339, - 3914645, - 4318373, - 2059669, - 3961569, - 1772074, - 3135802, - 1261862, - 4771438, - 1587528, - 2435428, - 2869031, - 2629400, - 1533986, - 1866116, - 1203541, - 2007311, - 4295134, - 3082652, - 2127515, - 3110833, - 2895900, - 4701588, - 2727753, - 2324739, - 2142817, - 4359375, - 2762710, - 2675084, - 2776056, - 2906201, - 2859945, - 1471060, - 3224362, - 2455374, - 2030195, - 909337, - 2716237, - 2230075, - 3070171, - 4476596, - 2646370, - 3421732, - 2163616, - 4043766, - 2111374, - 2016619, - 1318843, - 3586217, - 3000490, - 2914687, - 2728187, - 3496083, - 3137438, - 1555757, - 2975780, - 864871, - 3568793, - 3273559, - 4362169, - 1225951, - 1858409, - 1867854, - 2081582, - 4028493, - 1772236, - 2634979, - 3563733, - 1734270, - 2430471, - 3597625, - 1010411, - 1086456, - 3717761, - 3038402, - 1630224, - 4565438, - 3347069, - 2543316, - 3034145, - 1190307, - 3710367, - 2894919, - 4122408, - 1917891, - 1308296, - 1847812, - 2799933, - 5544619, - 990734, - 2302389, - 2828494, - 2767749, - 2734181, - 1584801, - 2096227, - 2132396, - 1605917, - 3953389, - 489065, - 3370917, - 1246610, - 1859633, - 3905768, - 2375583, - 2352791, - 3066605, - 3023804, - 1714567, - 1630198, - 3244096, - 3311209, - 2837076, - 1806523, - 3111912, - 924345, - 891749, - 1710635, - 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4763486, - 2831231, - 2804267, - 2958655, - 1180330, - 1377988, - 1967048, - 3251495, - 3641699, - 2327118, - 518996, - 3627226, - 4512513, - 821503, - 4513458, - 1746977, - 3396668, - 2072470, - 3064446, - 4435618, - 2734309, - 2193304, - 4275484, - 3468741, - 2498396, - 3068739, - 1699359, - 2816909, - 2705770, - 2392503, - 1288021, - 2667346, - 1722567, - 2924017, - 3160472, - 1098169, - 3756129, - 5913618, - 3768712, - 2089078, - 2340072, - 2483109, - 4368798, - 2778403, - 1706517, - 2503001, - 2633764, - 2488649, - 3759253, - 1596753, - 1671868, - 1377167, - 2721074, - 2026518, - 3148597, - 1753515, - 2407030, - 3191030, - 3974792, - 1798541, - 4805468, - 2569249, - 4324091, - 3385093, - 745588, - 2231981, - 2000465, - 2339460, - 3327609, - 3719613, - 4276833, - 1018769, - 2495582, - 2942706, - 2035953, - 2227503, - 3631249, - 2988856, - 2784977, - 1822310, - 4621193, - 2352625, - 1249877, - 1540945, - 1241921, - 1994350, - 5628798, - 1620488, - 1897543, - 952310, - 1052254, - 3358187, - 2994928, - 2959189, - 2720309, - 2875425, - 2144130, - 4548462, - 2048162, - 1339841, - 4090958, - 1862715, - 1268274, - 4042390, - 1581631, - 2874452, - 1735445, - 1588799, - 1331885, - 2179684, - 5179645, - 1959366, - 2027198, - 2755029, - 2265692, - 2335785, - 4348426, - 1879924, - 2696539, - 1106357, - 2932568, - 2492358, - 3120132, - 3691105, - 1442767, - 4534420, - 2112951, - 2625910, - 3375099, - 1555111, - 4988419, - 1174798, - 1332818, - 1869705, - 1696774, - 1175511, - 1819161, - 1548388, - 1420761, - 1580164, - 943541, - 4405558, - 2240390, - 1501984, - 4062955, - 3082580, - 2967491, - 1152855, - 3788527, - 2868984, - 4078134, - 3701904, - 752170, - 1758523, - 3256074, - 2335111, - 2496969, - 2165110, - 2589055, - 1648006, - 966763, - 3719559, - 4883836, - 2489406, - 2900336, - 1003207, - 914713, - 2687415, - 2957174, - 991602, - 3005713, - 3016805, - 3646583, - 2002778, - 2188117, - 996416, - 3940661, - 3749144, - 1702093, - 1779575, - 2135189, - 1198463, - 1665170, - 1230802, - 3071243, - 1250575, - 1159769, - 2008716, - 2577482, - 1680782, - 2755046, - 2798673, - 2779172, - 4719731, - 2451896, - 2268516, - 3364116, - 2139930, - 4014502, - 5474835, - 2379560, - 3272928, - 2133308, - 2638465, - 3610736, - 2437161, - 2469816, - 1951246, - 1998282, - 2022421, - 2093450, - 2415039, - 4011191, - 2829334, - 2863331, - 4093600, - 2661113, - 2923200, - 2198013, - 2162835, - 2958211, - 1829311, - 750764, - 1125263, - 1293794, - 4883789, - 1165273, - 1322292, - 2045605, - 1796576, - 1587215, - 3595048, - 2442957, - 3675117, - 2022610, - 2207877, - 3164247, - 2539827, - 2289433, - 2050621, - 2033111, - 2996013, - 643859, - 1353849, - 2284477, - 1687120, - 2374034, - 3975861, - 3174103, - 3090405, - 3004853, - 1655110, - 2881453, - 3229992, - 3406893, - 1953384, - 2162162, - 3005248, - 1806960, - 2262637, - 2658934, - 3172203, - 2346601, - 2083857, - 1905139, - 2243485, - 1779413, - 2958736, - 2324181, - 1167937, - 2487352, - 2195558, - 2511598, - 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3168168, - 4672180, - 1922298, - 2396219, - 2857066, - 3012596, - 874988, - 2600192, - 2197450, - 1567978, - 1636166, - 4334187, - 2964752, - 4434709, - 2753079, - 2384760, - 1534463, - 2112708, - 2065799, - 1431116, - 3960134, - 2861238, - 2406750, - 2744852, - 2940188, - 3343790, - 2451949, - 2431427, - 2343771, - 4247520, - 2386347, - 5806313, - 2995484, - 3520605, - 1723394, - 2278390, - 4240678, - 1794433, - 3515379, - 4577968, - 2412014, - 1533701, - 733354, - 2879952, - 4102595, - 1847856, - 1920316, - 2281251, - 1136467, - 2032967, - 2387741, - 2059754, - 3098458, - 2813846, - 2264943, - 1328950, - 1544527, - 1143015, - 2417418, - 2816076, - 4485204, - 2576250, - 2144794, - 1827914, - 1906691, - 2348923 +const double verify_data[500] = { + 1751892, + 4022164, + 2995301, + 1936186, + 2246564, + 1202307, + 2403226, + 1665245, + 5460723, + 2991420, + 3189946, + 2005088, + 2579979, + 2016203, + 2065819, + 1993671, + 851952, + 2135521, + 3528253, + 2792868, + 1075529, + 2502885, + 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