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QPLIB

Subset of QPLIB (A Library of Quadratic Programming Instances) with at most 10k variables and 10k constraints. 70 larger instances and one additional instance excluded for file size are listed in the table but not included; they can be downloaded from qplib.zib.de.

QPLIB collects quadratic programming instances spanning a wide range of problem structures: linear, convex, and non-convex objectives; continuous, binary, integer, and mixed variables; and linear through non-convex quadratic constraints. Selected from 8,164 submitted instances, the collection is classified by a three-letter problem type code (see below). Licensed under CC-BY 4.0.

Despite the name, QPLIB contains essentially no standard convex QP problems. Of 453 instances: 70% are discrete (binary, integer, or mixed), and the 134 continuous instances are dominated by non-convex quadratic constraints (QCQP). Only 16 instances are convex QPs with linear constraints, and all are large (1,500+ variables). For convex QP benchmarking, use the Maros-Meszaros collection instead.

References

  • F. Furini, E. Traversi, P. Belotti, A. Frangioni, A. Gleixner, N. Gould, L. Liberti, A. Lodi, R. Misener, H. Mittelmann, N. V. Sahinidis, S. Vigerske, and A. Wiegele, "QPLIB: A Library of Quadratic Programming Instances," Mathematical Programming Computation, 11(2), pp. 237-265, 2019. DOI: 10.1007/s12532-018-0147-4

Source
Downloaded From qplib.zib.de
Also Available At github.com/ralna/QPLIB
Total Instances 453
Included 382
Excluded 71
Discrete 319
Continuous 134
Convex 63
Non-convex 390
Problem Types 28

Problem Types

Each instance has a three-letter code describing objective, variables, and constraints:

1st letter - Objective:

Code Meaning
C Convex quadratic
D Convex diagonal quadratic
L Linear
Q Non-convex quadratic

2nd letter - Variables:

Code Meaning
B Binary
C Continuous
G General integer and continuous
I General integer
M Mixed binary and continuous

3rd letter - Constraints:

Code Meaning
B Bounds only (no general constraints)
C Convex quadratic
D Convex diagonal quadratic
L Linear
N No constraints (unconstrained)
Q Non-convex quadratic

Problem types in this collection:

Type Count
CBL 5
CCB 3
CCL 5
CCQ 4
CML 1
CMQ 6
DCL 11
DCQ 7
DML 11
LBQ 9
LCD 13
LCQ 52
LGQ 3
LIQ 2
LMC 12
LMD 2
LMQ 134
QBL 91
QBN 23
QBQ 5
QCC 2
QCD 1
QCL 6
QCQ 30
QGQ 1
QIL 2
QML 11
QMQ 1

Models

Instances marked with - in the Incl column are not included here. Most are excluded for exceeding the 10k variable/constraint limit. QPLIB_10007 is within the 10k limit (4,375 vars, 2,087 cons) but its dense quadratic objective produces a 141MB LP file, exceeding the 100MB GitHub file size limit. Download excluded instances from qplib.zib.de.

Name Vars Cons Nonzeros Bin Int Cont Type Cvx Sol Incl
0018 50 1 100 0 0 50 QCL x x
0031 60 32 150 30 0 30 QML x x
0032 100 52 250 50 0 50 QML x x
0067 80 1 160 80 0 0 QBL x x
0343 50 1 100 0 0 50 QCL x x
0633 75 1 150 75 0 0 QBL x x
0678 15,137 8,417 40,120 9,600 0 5,537 LMQ -
0681 215 467 1,789 72 0 143 LMQ x x
0682 261 597 2,608 71 0 190 LMQ x x
0684 361 943 3,912 101 0 260 LMQ x x
0685 775 1,795 7,475 256 0 519 LMQ x
0686 2,204 5,080 22,837 692 0 1,512 LMQ x
0687 2,323 5,675 26,445 672 0 1,651 LMQ x
0688 5,788 22,168 95,695 1,964 0 3,824 LMQ -
0689 1,868 10,088 33,363 756 0 1,112 LMQ -
0690 16,476 115,600 419,104 6,428 0 10,048 LMQ -
0696 394 423 2,791 187 0 207 LMQ x x
0698 118 141 739 55 0 63 LMQ x x
0752 250 1 500 250 0 0 QBL x x
0911 50 50 2,550 0 0 50 QCQ x x
0975 50 10 550 0 0 50 QCQ x x
1055 40 20 840 0 0 40 QCQ x x
1143 40 24 999 0 0 40 QCQ x x
1157 40 9 399 0 0 40 QCQ x x
1353 50 6 350 0 0 50 QCQ x x
1423 40 24 1,000 0 0 40 QCQ x x
1437 50 11 599 0 0 50 QCQ x x
1451 60 66 4,014 0 0 60 QCQ x x
1493 40 5 240 0 0 40 QCQ x x
1507 30 33 1,020 0 0 30 QCQ x x
1535 60 66 4,017 0 0 60 QCQ x x
1619 50 30 1,549 0 0 50 QCQ x x
1661 60 13 838 0 0 60 QCQ x x
1675 60 13 836 0 0 60 QCQ x x
1703 60 36 2,220 0 0 60 QCQ x x
1745 50 55 2,797 0 0 50 QCQ x x
1773 60 7 480 0 0 60 QCQ x x
1886 50 50 2,550 0 0 50 QCQ x x
1913 48 48 2,352 0 0 48 QCQ x x
1922 30 60 1,830 0 0 30 QCQ x x
1931 40 40 1,640 0 0 40 QCQ x x
1940 48 96 4,656 0 0 48 QCQ x x
1967 50 75 3,800 0 0 50 QCQ x x
1976 152 152 694 152 0 0 QBQ x x
2017 252 252 1,174 252 0 0 QBQ x x
2022 275 275 1,285 275 0 0 QBQ x x
2029 299 299 1,401 299 0 0 QBQ x x
2036 324 324 1,522 324 0 0 QBQ x x
2047 136 2,057 6,527 136 0 0 LBQ x x
2055 153 2,466 7,802 153 0 0 LBQ x x
2060 171 2,926 9,233 171 0 0 LBQ x x
2067 190 3,440 10,829 190 0 0 LBQ x x
2073 210 4,011 12,599 210 0 0 LBQ x x
2077 231 4,642 14,551 231 0 0 LBQ x x
2085 253 5,336 16,695 253 0 0 LBQ x x
2087 276 6,096 19,044 276 0 0 LBQ x x
2096 300 6,925 21,595 300 0 0 LBQ x x
2165 2,059 2,049 10,928 683 0 1,376 LMQ x x
2166 1,042 1,035 4,476 345 0 697 LMQ x x
2167 192 183 862 61 0 131 LMQ x x
2168 652 642 3,032 214 0 438 LMQ x x
2169 905 891 4,908 297 0 608 LMQ x x
2170 1,087 1,053 12,970 351 0 736 LMQ x x
2171 455 450 1,650 150 0 305 LMQ x x
2173 651 645 2,576 215 0 436 LMQ x x
2174 2,313 2,304 10,757 768 0 1,545 LMQ x x
2181 280 270 1,431 90 0 190 LMQ x x
2187 285 270 1,876 90 0 195 LMQ x x
2192 290 270 2,322 90 0 200 LMQ x x
2195 295 270 2,766 90 0 205 LMQ x x
2202 275 270 984 90 0 185 LMQ x x
2203 305 300 1,093 100 0 205 LMQ x x
2204 335 330 1,202 110 0 225 LMQ x x
2205 2,884 2,874 13,013 958 0 1,926 LMQ x x
2206 615 582 7,479 194 0 421 LMQ x x
2315 595 13,090 39,865 595 0 0 QBL -
2353 240 2,240 6,960 147 0 93 QML x x
2357 240 2,240 6,960 240 0 0 QBL x x
2359 306 3,264 10,081 306 0 0 QBL x x
2416 25 686 3,758 0 0 25 LCQ x x
2430 125 92 661 0 0 125 LCQ x x
2445 143 80 961 0 0 143 LCQ x x
2456 5,477 5,500 55,906 0 0 5,477 LCD x x x
2468 14,885 14,924 154,026 0 0 14,885 LCD x -
2480 399 400 1,396 0 0 399 LCQ x x
2482 1,806 1,779 10,417 0 0 1,806 LCD x x x
2483 760 280 6,780 0 0 760 LCQ x x
2492 196 28 588 196 0 0 QBL x x
2505 1,039 782 3,911 0 0 1,039 LCQ x x
2512 100 20 300 100 0 0 QBL x x
2519 4,806 4,763 28,517 0 0 4,806 LCD x x x
2540 498 551 2,275 0 0 498 LCQ x x
2546 1,015 992 5,442 0 0 1,015 CCQ x x
2590 25 494 3,134 0 0 25 LCQ x x
2626 22,327 18,484 104,059 0 0 22,327 LCD x -
2635 176 1,154 3,822 0 0 176 LCQ x x
2650 1,110 1,132 4,234 0 0 1,110 LCQ x x
2658 184 190 652 0 0 184 LCQ x x
2676 1,445 1,456 14,257 0 0 1,445 LCD x x x
2693 791 814 3,030 0 0 791 LCQ x x
2696 3,500 3,495 20,015 0 0 3,500 QCQ x x
2698 196 47 677 0 0 196 LCQ x x
2702 260 212 8,879 259 0 1 QML x x
2703 799 800 2,796 0 0 799 LCQ x x
2707 634 617 2,178 0 0 634 LCQ x x
2708 634 357 1,362 108 0 526 LMQ x x
2712 200 1 400 0 0 200 QCL x x
2714 352 599 15,948 0 0 352 LCQ x x
2733 324 36 972 324 0 0 QBL x x
2738 199 200 696 0 0 199 LCQ x x
2758 303 251 1,104 0 0 303 LCQ x x
2761 500 1 1,000 0 0 500 QCL x x
2784 4,501 4,580 20,570 0 0 4,501 LCD x x x
2819 334 156 2,516 0 0 334 LCQ x x
2823 390 386 1,348 0 0 390 LCQ x x
2834 156 86 1,007 0 0 156 LCQ x x
2862 40,501 40,740 185,910 0 0 40,501 LCD x -
2880 625 50 1,875 625 0 0 QBL x x
2881 1,512 720 5,681 0 0 1,512 LCQ x x
2882 144 273 1,120 56 0 88 LMQ x x
2894 17 209 1,264 0 0 17 LCQ x x
2935 180 343 1,422 72 0 108 LMQ x x
2957 484 44 1,452 484 0 0 QBL x x
2958 112 211 862 42 0 70 LMQ x x
2967 38 191 762 0 0 38 QCC x x
2981 2,015 1,992 10,412 0 0 2,015 CCQ x x
2987 208 204 842 0 0 208 LCQ x x
2993 266 319 1,169 0 0 266 LCQ x x
3029 5,767 4,744 25,939 0 0 5,767 LCD x x x
3034 780 280 6,960 0 0 780 LCQ x x
3049 7,000 6,995 39,915 0 0 7,000 QCQ x x
3060 840 1,192 3,744 48 0 792 QML x x
3080 4,015 3,992 20,352 0 0 4,015 CCQ x x
3083 243 233 1,007 0 0 243 LCQ x x
3088 3,601 3,680 18,770 0 0 3,601 LCD x x x
3089 132 84 780 0 0 132 LCQ x x
3105 18,606 18,523 112,827 0 0 18,606 LCD x -
3120 662 244 5,728 0 0 662 LCQ x x
3122 21,124 36,703 112,709 17,136 0 3,988 QML -
3147 419 140 2,786 0 0 419 LCQ x x
3170 660 200 4,820 0 0 660 LCQ x x
3177 1,599 1,600 5,596 0 0 1,599 LCQ x x
3181 392 196 730 84 0 308 LMQ x x
3185 18,001 18,160 82,540 0 0 18,001 LCD x -
3192 479 177 3,599 0 0 479 LCQ x x
3225 136 80 877 0 0 136 LCQ x x
3240 516 407 1,917 0 0 516 LCQ x x
3247 361 478 15,721 0 0 361 LCQ x x
3279 307 164 619 56 0 251 LMQ x x
3297 8,015 7,992 40,552 0 0 8,015 CCQ x x
3307 256 32 768 256 0 0 QBL x x
3312 41,406 41,283 252,937 0 0 41,406 LCD x -
3318 25 474 3,014 0 0 25 LCQ x x
3326 1,750 1,745 10,065 0 0 1,750 QCQ x x
3334 715 250 6,200 0 0 715 LCQ x x
3337 297 198 788 0 0 297 LCQ x x
3338 320 136 2,284 0 0 320 LCQ x x
3347 676 52 2,028 676 0 0 QBL x x
3358 158 172 618 0 0 158 LCQ x x
3361 1,024 64 3,008 1,024 0 0 QBL x x
3369 485 148 3,198 0 0 485 LCQ x x
3380 8,904 823 81,869 8,904 0 0 QBL x x
3385 155 137 564 0 0 155 LCQ x x
3387 170 83 1,098 0 0 170 LCQ x x
3402 144 24 432 144 0 0 QBL x x
3413 400 40 1,200 400 0 0 QBL x x
3416 424 128 2,720 0 0 424 LCQ x x
3496 328 687 3,979 200 56 72 LGQ x x
3502 13,010 3,339 67,869 10,920 0 2,090 LMQ -
3505 804 607 82,211 201 0 603 LMQ x x
3506 496 0 496 496 0 0 QBN x x
3508 3,341 1,431 19,500 2,450 0 891 LMQ x x
3510 1,024 4,589 11,722 105 0 919 LMQ x x
3511 5,742 6,233 26,703 2,450 0 3,292 LMQ x x
3512 191 427 1,413 72 0 119 LMQ x x
3513 2,020 3,332 25,312 123 0 1,897 LMQ x x
3514 1,815 1,860 6,315 15 0 1,800 LMQ x x
3515 734 768 5,491 352 0 382 LMQ x x
3522 630 254 2,352 42 0 588 LMQ x x
3523 182 1,456 4,550 155 0 27 QML x x
3524 1,081 3,357 10,473 132 0 949 LMQ x x
3525 1,749 91 13,427 0 1,662 87 QGQ x x
3529 1,526 2,124 6,325 38 0 1,488 LMQ x x
3533 383 201 1,512 240 0 143 LMQ x x
3547 1,998 3,137 8,568 462 0 1,536 DML x x x
3549 1,683 1,909 8,641 650 0 1,033 LMQ x x
3554 384 556 1,309 14 0 370 QML x x
3562 63 42 287 7 56 0 LIQ x x
3565 276 0 276 276 0 0 QBN x x
3580 132 63 420 108 0 24 LMQ x x
3582 216 84 680 184 0 32 LMQ x x
3584 528 10,912 33,264 528 0 0 QBL -
3587 240 46 720 240 0 0 QBL x x
3588 992 633 6,361 600 0 392 LMQ x x
3592 450 255 43,973 225 0 225 QML x x
3596 1,025 1,186 3,595 104 0 921 LMQ x x
3600 128 57 400 112 0 16 LMQ x x
3605 1,236 4,507 17,437 160 0 1,076 LMQ x x
3614 210 44 630 210 0 0 QBL x x
3620 3,472 5,415 44,408 187 0 3,285 LMQ x x
3621 1,764 2,878 20,270 109 0 1,655 LMQ x x
3622 2,025 2,040 7,025 25 0 2,000 LMQ x x
3624 6,440 6,480 22,440 40 0 6,400 LMQ x x
3625 644 237 2,392 46 0 598 LMQ x x
3631 893 235 2,056 750 0 143 LMQ x x
3642 1,035 0 1,035 1,035 0 0 QBN x x
3643 360 893 4,917 216 72 72 LGQ x x
3645 403 306 20,907 101 0 302 LMQ x x
3646 2,020 2,050 7,020 20 0 2,000 LMQ x x
3648 720 346 2,680 40 0 680 LMQ x x
3650 946 0 946 946 0 0 QBN x x
3651 2,276 3,803 31,000 137 0 2,139 LMQ x x
3659 5,537 6,497 19,960 0 960 4,577 LGQ x x
3661 23,813 14,245 106,856 10,816 0 12,997 LMQ -
3662 176 79 560 144 0 32 LMQ x x
3670 918 359 3,402 54 0 864 LMQ x x
3676 9,030 9,150 31,530 30 0 9,000 LMQ x x
3677 6,030 6,100 21,030 30 0 6,000 LMQ x x
3678 600 403 41,400 200 0 400 LMD x x x
3680 108 52 340 92 0 16 LMQ x x
3683 150 66 474 126 0 24 LMQ x x
3690 6,020 6,150 21,020 20 0 6,000 LMQ x x
3692 1,219 1,279 3,199 128 0 1,091 LMQ x x
3693 1,128 0 1,128 1,128 0 0 QBN x x
3694 3,240 3,280 12,840 40 0 3,200 DML x x x
3697 200 82 632 168 0 32 LMQ x x
3698 3,030 3,100 12,030 30 0 3,000 DML x x x
3699 908 1,860 5,834 116 0 792 LMQ x x
3701 1,140 437 4,260 60 0 1,080 LMQ x x
3703 225 30 675 225 0 0 QBL x x
3705 378 0 378 378 0 0 QBN x x
3706 703 0 703 703 0 0 QBN x x
3708 12,930 12,917 28,489 14 0 12,916 DML x -
3709 600 50 1,800 600 0 0 QBL x x
3713 672 296 2,478 42 0 630 LMQ x x
3714 120 40 240 120 0 0 QBL x x
3719 161 72 511 133 0 28 LMQ x x
3725 1,252 2,021 11,972 81 0 1,171 LMQ x x
3726 932 2,382 7,752 116 0 816 LMQ x x
3727 1,620 1,640 5,620 20 0 1,600 LMQ x x
3728 88 47 280 72 0 16 LMQ x x
3729 1,058 659 6,766 650 0 408 LMQ x x
3733 690 283 2,530 46 0 644 LMQ x x
3734 7,571 10,444 31,220 38 0 7,533 LMQ -
3738 435 0 435 435 0 0 QBN x x
3745 325 0 325 325 0 0 QBN x x
3748 95 52 305 75 0 20 LMQ x x
3750 210 70 420 210 0 0 QBL x x
3751 150 50 300 150 0 0 QBL x x
3752 462 6,160 18,921 462 0 0 QBL x x
3757 552 8,096 24,708 552 0 0 QBL x x
3762 90 480 1,530 90 0 0 QBL x x
3772 380 4,560 14,060 380 0 0 QBL x x
3775 180 60 360 180 0 0 QBL x x
3780 168 72 792 12 156 0 LIQ x x
3785 232 86 728 200 0 32 LMQ x x
3790 195 283 665 7 0 188 QML x x
3792 3,020 3,150 12,020 20 0 3,000 DML x x x
3794 1,562 1,226 8,179 576 0 986 LMQ x x
3797 344 679 2,005 48 0 296 LMQ x x
3798 864 305 3,240 54 0 810 LMQ x x
3803 190 2,280 7,030 190 0 0 QBL x x
3809 256 89 800 224 0 32 LMQ x x
3813 2,415 2,480 8,415 15 0 2,400 LMQ x x
3814 48 41 180 2 0 46 QMQ x x
3815 192 64 384 192 0 0 QBL x x
3816 187 387 1,318 70 0 117 LMQ x x
3822 861 0 861 861 0 0 QBN x x
3825 1,080 377 4,080 60 0 1,020 LMQ x x
3832 561 0 561 561 0 0 QBN x x
3834 50 1 100 50 0 0 QBL x x
3838 780 0 780 780 0 0 QBN x x
3840 5,735 3,873 27,970 2,401 0 3,334 LMQ x x
3841 300 4,600 14,100 300 0 0 QBL x x
3850 1,225 0 1,225 1,225 0 0 QBN x x
3852 231 0 231 231 0 0 QBN x x
3854 680 306 2,560 40 0 640 LMQ x x
3855 2,518 2,075 9,239 400 0 2,118 LMQ x x
3856 351 317 2,508 168 0 183 LMQ x x
3857 803 606 81,807 201 0 602 LMQ x x
3859 1,568 1,785 8,089 600 0 968 LMQ x x
3860 435 8,120 24,795 435 0 0 QBL x x
3861 4,530 4,650 18,030 30 0 4,500 DML x x x
3863 1,678 1,303 8,836 625 0 1,053 LMQ x x
3865 525 50 1,575 525 0 0 QBL x x
3870 182 1,456 4,549 116 0 66 QML x x
3871 1,025 1,040 4,025 25 0 1,000 DML x x x
3872 1,508 2,441 15,836 95 0 1,413 LMQ x x
3877 630 0 630 630 0 0 QBN x x
3879 23,826 24,971 100,317 10,920 0 12,906 LMQ -
3883 182 1,456 4,550 182 0 0 QBL x x
3913 300 61 660 300 0 0 CBL x x x
3923 395 80 790 395 0 0 QBL x x
3931 316 80 632 316 0 0 QBL x x
3980 235 48 517 235 0 0 CBL x x x
4095 2,000 2,003 7,200 400 0 1,600 CMQ x x
4270 1,600 1,603 6,400 400 0 1,200 CML x x x
4455 15,000 12,001 42,000 3,000 0 12,000 LMQ -
4722 10,000 8,001 28,000 2,000 0 8,000 LMQ x x
4805 10,000 8,074 32,000 2,000 0 8,000 LMQ x x
5023 15,000 12,155 48,000 3,000 0 12,000 LMQ -
5442 9,999 8,088 31,994 2,000 0 7,999 LMQ x x
5527 25,609 64,348 195,647 4,492 0 21,117 DML x -
5543 25,700 64,096 194,970 4,514 0 21,186 DML x -
5554 35,370 69,569 220,020 4,492 0 30,878 LMQ -
5573 28,142 77,776 239,463 4,450 0 23,692 LMQ -
5577 6,014 15,690 47,450 1,118 0 4,896 DML x -
5721 300 0 300 300 0 0 QBN x x
5725 343 0 343 343 0 0 QBN x x
5755 400 0 400 400 0 0 QBN x x
5875 200 0 200 200 0 0 QBN x x
5881 120 0 120 120 0 0 QBN x x
5882 150 0 150 150 0 0 QBN x x
5909 250 0 250 250 0 0 QBN x x
5922 500 0 500 500 0 0 QBN x x
5924 15,520 36,060 107,720 300 0 15,220 DML x -
5925 1,400 371 9,456 100 0 1,300 LMQ x x
5926 33,600 14,323 259,008 2,400 0 31,200 LMQ -
5927 33,600 14,363 259,956 2,400 0 31,200 LMQ -
5935 100 1,237 2,574 100 0 0 QBL x x
5944 100 2,475 5,050 100 0 0 QBL x x
5962 150 2,793 5,736 150 0 0 QBL x x
5971 150 5,587 11,324 150 0 0 QBL x x
5980 150 8,381 16,912 150 0 0 QBL x x
6287 171 117 1,732 0 0 171 LCQ x x
6310 208 412 4,150 0 0 208 LCQ x x
6311 212 171 2,495 0 0 212 LCQ x x
6324 640 16 1,280 640 0 0 QBL x x
6487 618 309 1,235 618 0 0 QBL x x
6597 600 60 1,200 600 0 0 QBL x x
6647 627 33 1,254 627 0 0 QBL x x
6757 2,046 297 4,092 2,046 0 0 QBL x x
6764 2,071 297 4,142 2,071 0 0 QBL x x
6799 2,075 297 4,150 2,075 0 0 QBL x x
6941 2,203 315 4,406 2,203 0 0 QBL x x
7127 1,000 50 2,000 1,000 0 0 QBL x x
7139 180 100 540 180 0 0 QBL x x
7144 220 121 660 220 0 0 QBL x x
7149 264 144 792 264 0 0 QBL x x
7154 312 169 936 312 0 0 QBL x x
7159 364 196 1,092 364 0 0 QBL x x
7164 420 225 1,260 420 0 0 QBL x x
7579 300 203 10,700 100 0 200 LMD x x x
8009 404 307 21,111 101 0 303 LMQ x x
8153 124 97 2,141 31 0 93 LMQ x x
8381 204 157 5,561 51 0 153 LMQ x x
8495 27,543 8,000 73,029 0 0 27,543 DCL x -
8500 250,997 250,498 1,311,000 0 0 250,997 DCL x -
8505 20,050 10,001 560,100 0 0 20,050 QCL -
8515 16,002 8,002 56,005 0 0 16,002 CCL x -
8547 1,003,001 1,001,000 6,003,001 0 0 1,003,001 DCL x -
8553 79,998 40,397 318,598 0 0 79,998 QCQ -
8559 10,000 5,000 24,998 0 0 10,000 CCL x x x
8567 10,000 7,500 32,497 0 0 10,000 CCL x x x
8585 99,999 49,999 249,995 0 0 99,999 DCQ -
8595 2,500 1,275 127,500 0 0 2,500 DCQ x x
8602 34,552 52,983 242,887 0 0 34,552 DCL x -
8605 5,000 1 10,000 0 0 5,000 DCQ x x
8616 13,870 10,404 41,610 0 0 13,870 DCL x -
8683 200,008 140,000 999,999 0 0 200,008 DCQ -
8685 772 10,000 154,400 0 0 772 DCQ x x
8758 2,070 1,981 12,060 0 0 2,070 QCQ x x
8777 10,000 2,500 17,499 0 0 10,000 QCL x x
8784 200 5,048 20,196 0 0 200 QCC x x
8785 10,399 11,362 63,023 0 0 10,399 DCL x -
8790 39,204 0 39,204 0 0 39,204 CCB x -
8792 15,129 0 15,129 0 0 15,129 CCB x -
8803 150,002 100,000 400,001 0 0 150,002 DCQ -
8810 150,002 100,000 450,000 0 0 150,002 DCQ -
8815 30,010 25,005 80,020 0 0 30,010 QCD -
8845 1,546 777 10,999 0 0 1,546 CCL x x x
8906 5,223 838 20,781 0 0 5,223 CCL x x x
8938 4,001 11,999 31,997 0 0 4,001 DCL x -
8991 14,400 0 14,400 0 0 14,400 CCB x -
9002 2,890 1,649 12,580 0 0 2,890 DCL x x
9004 40,000 20,002 120,000 0 0 40,000 QCQ -
9008 1,009,306 989,604 9,653,690 0 0 1,009,306 DCL x -
9030 10,000 5,000 24,998 0 10,000 0 QIL x x
9048 202 1 404 0 202 0 QIL x x
10001 485 296 1,925 426 0 59 LMC x x x
10002 485 296 1,925 426 0 59 LMC x x x
10003 1,058 867 4,786 999 0 59 LMC x x x
10004 400 101 898 150 0 250 LMC x x x
10005 2,000 794 5,584 1,000 0 1,000 LMC x x x
10006 3,125 1,490 9,851 1,875 0 1,250 LMC x x x
10007 4,375 2,087 13,795 2,625 0 1,750 LMC x x -
10008 845 416 3,099 713 0 132 LMC x x x
10009 605 246 2,039 473 0 132 LMC x x x
10010 269 147 1,083 262 0 7 LMC x x x
10011 1,390 873 5,648 1,258 0 132 LMC x x x
10012 967 538 3,709 835 0 132 LMC x x x
10013 21,706 59,568 184,343 3,600 0 18,106 LMQ -
10014 21,713 59,434 183,912 3,600 0 18,113 LMQ -
10015 27,127 53,683 170,400 3,600 0 23,527 LMQ -
10016 27,124 54,027 171,498 3,600 0 23,524 LMQ -
10017 28,949 79,251 245,338 4,800 0 24,149 LMQ -
10018 28,945 80,093 247,911 4,800 0 24,145 LMQ -
10019 36,170 71,284 226,360 4,800 0 31,370 LMQ -
10020 36,172 71,712 227,601 4,800 0 31,372 LMQ -
10021 15,000 12,155 48,000 3,000 0 12,000 LMQ -
10022 15,000 12,155 48,000 3,000 0 12,000 LMQ -
10023 15,000 12,155 48,000 3,000 0 12,000 LMQ -
10024 15,000 12,089 48,000 3,000 0 12,000 LMQ -
10025 2,000 2,003 7,200 400 0 1,600 CMQ x x
10026 2,000 2,003 7,200 400 0 1,600 CMQ x x
10027 2,000 2,003 7,200 400 0 1,600 CMQ x x
10028 2,000 2,003 7,200 400 0 1,600 CMQ x x
10029 2,000 2,003 7,200 400 0 1,600 CMQ x x
10030 15,000 12,001 42,000 3,000 0 12,000 LMQ -
10031 15,000 12,001 42,000 3,000 0 12,000 LMQ -
10032 15,000 12,001 42,000 3,000 0 12,000 LMQ -
10033 15,000 12,001 42,000 3,000 0 12,000 LMQ -
10034 40,400 40,200 240,004 0 0 40,400 DCL x -
10035 40,401 40,201 240,006 0 0 40,401 LCQ -
10036 40,401 40,201 240,006 0 0 40,401 LCQ -
10037 40,401 40,201 240,006 0 0 40,401 LCQ -
10038 160,800 160,400 960,004 0 0 160,800 DCL x -
10039 12,097 11,906 94,286 0 0 12,097 LCQ -
10040 125 6 875 125 0 0 QBL x x
10041 125 6 874 125 0 0 QBL x x
10042 125 5 750 125 0 0 QBL x x
10043 150 10 1,646 150 0 0 QBL x x
10044 150 6 1,050 150 0 0 QBL x x
10045 150 10 1,641 150 0 0 QBL x x
10046 150 6 1,050 150 0 0 QBL x x
10047 150 10 1,648 150 0 0 QBL x x
10048 150 5 900 150 0 0 QBL x x
10049 150 10 1,647 150 0 0 QBL x x
10050 150 5 900 150 0 0 CBL x x x
10051 150 10 1,647 150 0 0 QBL x x
10052 150 6 1,050 150 0 0 QBL x x
10053 150 10 1,647 150 0 0 QBL x x
10054 175 11 2,099 175 0 0 QBL x x
10055 175 5 1,049 175 0 0 QBL x x
10056 175 5 1,049 175 0 0 CBL x x x
10057 200 11 2,393 200 0 0 QBL x x
10058 200 11 2,397 200 0 0 QBL x x
10059 200 10 2,167 200 0 0 QBL x x
10060 200 10 2,192 200 0 0 QBL x x
10061 200 5 1,197 200 0 0 QBL x x
10062 200 10 2,190 200 0 0 QBL x x
10063 200 5 1,199 200 0 0 QBL x x
10064 200 11 2,396 200 0 0 QBL x x
10065 200 11 2,399 200 0 0 QBL x x
10066 200 11 2,397 200 0 0 QBL x x
10067 200 5 1,199 200 0 0 QBL x x
10068 200 11 2,397 200 0 0 QBL x x
10069 200 10 2,196 200 0 0 CBL x x x
10070 200 11 2,397 200 0 0 QBL x x
10071 200 11 2,399 200 0 0 QBL x x
10072 75 10 817 75 0 0 QBL x x
10073 75 6 518 75 0 0 QBL x x
10074 75 10 824 75 0 0 QBL x x