19 KiB
19 KiB
| 1 | epoch | time | train/box_loss | train/seg_loss | train/cls_loss | train/dfl_loss | metrics/precision(B) | metrics/recall(B) | metrics/mAP50(B) | metrics/mAP50-95(B) | metrics/precision(M) | metrics/recall(M) | metrics/mAP50(M) | metrics/mAP50-95(M) | val/box_loss | val/seg_loss | val/cls_loss | val/dfl_loss | lr/pg0 | lr/pg1 | lr/pg2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 1 | 107.847 | 0.52721 | 0.86298 | 1.14096 | 1.02452 | 0.95706 | 0.96913 | 0.98188 | 0.88943 | 0.95461 | 0.96783 | 0.97848 | 0.92424 | 0.43132 | 0.42199 | 0.72877 | 1.04563 | 0.0033287 | 0.0033287 | 0.0033287 |
| 3 | 2 | 211.841 | 0.44686 | 0.4797 | 0.53649 | 0.95043 | 0.97437 | 0.95304 | 0.98593 | 0.917 | 0.9726 | 0.9513 | 0.97861 | 0.92974 | 0.36926 | 0.50062 | 0.43777 | 0.96565 | 0.00661807 | 0.00661807 | 0.00661807 |
| 4 | 3 | 308 | 0.51156 | 0.51316 | 0.48149 | 0.97834 | 0.9446 | 0.95913 | 0.97742 | 0.88401 | 0.94374 | 0.95826 | 0.97528 | 0.91235 | 0.44433 | 0.50938 | 0.41321 | 1.03414 | 0.00986343 | 0.00986343 | 0.00986343 |
| 5 | 4 | 405.057 | 0.5207 | 0.54139 | 0.444 | 0.98303 | 0.94353 | 0.97338 | 0.97167 | 0.8953 | 0.941 | 0.97077 | 0.96878 | 0.91011 | 0.38921 | 0.50847 | 0.37159 | 0.98678 | 0.009802 | 0.009802 | 0.009802 |
| 6 | 5 | 503.769 | 0.48829 | 0.50109 | 0.39484 | 0.9659 | 0.96479 | 0.95739 | 0.9814 | 0.91605 | 0.96391 | 0.95652 | 0.98075 | 0.94035 | 0.37348 | 0.40976 | 0.34067 | 0.98688 | 0.009736 | 0.009736 | 0.009736 |
| 7 | 6 | 603.199 | 0.44573 | 0.46749 | 0.35913 | 0.94838 | 0.95772 | 0.98498 | 0.98425 | 0.93875 | 0.95603 | 0.98324 | 0.98323 | 0.95328 | 0.30719 | 0.33623 | 0.30263 | 0.92314 | 0.00967 | 0.00967 | 0.00967 |
| 8 | 7 | 701.51 | 0.42676 | 0.44513 | 0.34182 | 0.94303 | 0.96426 | 0.98531 | 0.99037 | 0.95563 | 0.96256 | 0.98375 | 0.98949 | 0.96634 | 0.29032 | 0.31303 | 0.25712 | 0.89738 | 0.009604 | 0.009604 | 0.009604 |
| 9 | 8 | 800.417 | 0.40862 | 0.4292 | 0.32337 | 0.93522 | 0.9692 | 0.99043 | 0.99207 | 0.95962 | 0.96835 | 0.98957 | 0.99176 | 0.97232 | 0.27948 | 0.30555 | 0.24238 | 0.89432 | 0.009538 | 0.009538 | 0.009538 |
| 10 | 9 | 899.854 | 0.39211 | 0.41682 | 0.30726 | 0.92751 | 0.97541 | 0.98522 | 0.99297 | 0.96516 | 0.97369 | 0.98348 | 0.99245 | 0.97488 | 0.27858 | 0.30034 | 0.23503 | 0.89253 | 0.009472 | 0.009472 | 0.009472 |
| 11 | 10 | 998.52 | 0.37684 | 0.39683 | 0.29676 | 0.92015 | 0.96844 | 0.98725 | 0.99224 | 0.96648 | 0.96767 | 0.98892 | 0.99137 | 0.97177 | 0.2589 | 0.30764 | 0.22978 | 0.87593 | 0.009406 | 0.009406 | 0.009406 |
| 12 | 11 | 1099.57 | 0.36701 | 0.3901 | 0.29155 | 0.91807 | 0.97418 | 0.98261 | 0.99171 | 0.96789 | 0.97245 | 0.98087 | 0.99115 | 0.97332 | 0.26057 | 0.28331 | 0.23488 | 0.87961 | 0.00934 | 0.00934 | 0.00934 |
| 13 | 12 | 1198.78 | 0.35667 | 0.37464 | 0.28446 | 0.91647 | 0.9783 | 0.98001 | 0.99237 | 0.96782 | 0.97656 | 0.97827 | 0.99185 | 0.97345 | 0.25721 | 0.27423 | 0.21859 | 0.87886 | 0.009274 | 0.009274 | 0.009274 |
| 14 | 13 | 1298.74 | 0.34492 | 0.36335 | 0.27292 | 0.91135 | 0.96843 | 0.98698 | 0.9909 | 0.9572 | 0.96672 | 0.98524 | 0.98923 | 0.96333 | 0.25834 | 0.28256 | 0.2392 | 0.88907 | 0.009208 | 0.009208 | 0.009208 |
| 15 | 14 | 1395.12 | 0.34504 | 0.363 | 0.27146 | 0.9142 | 0.9668 | 0.98768 | 0.98881 | 0.96683 | 0.96595 | 0.98681 | 0.98818 | 0.9743 | 0.24674 | 0.27189 | 0.21869 | 0.87302 | 0.009142 | 0.009142 | 0.009142 |
| 16 | 15 | 1490.44 | 0.33934 | 0.35701 | 0.26753 | 0.91182 | 0.97507 | 0.98629 | 0.99286 | 0.97156 | 0.97421 | 0.98542 | 0.99266 | 0.97694 | 0.24772 | 0.27236 | 0.20878 | 0.86691 | 0.009076 | 0.009076 | 0.009076 |
| 17 | 16 | 1589.01 | 0.32836 | 0.34028 | 0.2593 | 0.90553 | 0.97563 | 0.99217 | 0.99296 | 0.97335 | 0.97478 | 0.9913 | 0.99273 | 0.98075 | 0.22147 | 0.2518 | 0.20329 | 0.84851 | 0.00901 | 0.00901 | 0.00901 |
| 18 | 17 | 1688.77 | 0.32741 | 0.34381 | 0.25711 | 0.90524 | 0.97663 | 0.98609 | 0.99208 | 0.97429 | 0.97577 | 0.98522 | 0.99138 | 0.97726 | 0.21371 | 0.24954 | 0.19601 | 0.84607 | 0.008944 | 0.008944 | 0.008944 |
| 19 | 18 | 1787.51 | 0.3245 | 0.33391 | 0.25284 | 0.90678 | 0.97665 | 0.98348 | 0.99259 | 0.97682 | 0.97578 | 0.98261 | 0.99222 | 0.98053 | 0.21078 | 0.24404 | 0.18937 | 0.84082 | 0.008878 | 0.008878 | 0.008878 |
| 20 | 19 | 1886.49 | 0.31572 | 0.33354 | 0.24965 | 0.89871 | 0.97977 | 0.98261 | 0.9924 | 0.97865 | 0.97817 | 0.98087 | 0.99144 | 0.9801 | 0.20476 | 0.24179 | 0.19052 | 0.83205 | 0.008812 | 0.008812 | 0.008812 |
| 21 | 20 | 1984.11 | 0.31172 | 0.33331 | 0.24687 | 0.90068 | 0.9827 | 0.98816 | 0.99354 | 0.98233 | 0.98184 | 0.98729 | 0.99312 | 0.98418 | 0.20096 | 0.25097 | 0.17218 | 0.82988 | 0.008746 | 0.008746 | 0.008746 |
| 22 | 21 | 2081.73 | 0.31086 | 0.32866 | 0.24377 | 0.89988 | 0.98765 | 0.98174 | 0.99339 | 0.97762 | 0.98677 | 0.98087 | 0.99293 | 0.98155 | 0.21773 | 0.23336 | 0.18595 | 0.84376 | 0.00868 | 0.00868 | 0.00868 |
| 23 | 22 | 2176.5 | 0.30628 | 0.32043 | 0.23928 | 0.90007 | 0.986 | 0.98022 | 0.99243 | 0.97854 | 0.98513 | 0.97935 | 0.99179 | 0.97967 | 0.1986 | 0.23492 | 0.18422 | 0.83212 | 0.008614 | 0.008614 | 0.008614 |
| 24 | 23 | 2273.73 | 0.29791 | 0.31342 | 0.23157 | 0.89284 | 0.98023 | 0.99182 | 0.99259 | 0.98277 | 0.97937 | 0.99095 | 0.99239 | 0.98313 | 0.1893 | 0.22676 | 0.17066 | 0.8275 | 0.008548 | 0.008548 | 0.008548 |
| 25 | 24 | 2373.58 | 0.29793 | 0.3141 | 0.23308 | 0.89246 | 0.98319 | 0.99304 | 0.99291 | 0.98368 | 0.98233 | 0.99217 | 0.99259 | 0.9827 | 0.18488 | 0.23068 | 0.16163 | 0.82214 | 0.008482 | 0.008482 | 0.008482 |
| 26 | 25 | 2471.68 | 0.29756 | 0.31658 | 0.23125 | 0.89431 | 0.98024 | 0.99191 | 0.993 | 0.98238 | 0.97938 | 0.99107 | 0.99249 | 0.98302 | 0.1895 | 0.22699 | 0.17048 | 0.82978 | 0.008416 | 0.008416 | 0.008416 |
| 27 | 26 | 2569.79 | 0.29619 | 0.30354 | 0.23038 | 0.89486 | 0.98768 | 0.98522 | 0.99336 | 0.98248 | 0.98506 | 0.98261 | 0.99276 | 0.98343 | 0.19131 | 0.22987 | 0.16194 | 0.82622 | 0.00835 | 0.00835 | 0.00835 |
| 28 | 27 | 2668.19 | 0.29071 | 0.31135 | 0.22767 | 0.89316 | 0.97596 | 0.9884 | 0.99275 | 0.982 | 0.9751 | 0.98753 | 0.99256 | 0.98184 | 0.18551 | 0.2253 | 0.16818 | 0.81831 | 0.008284 | 0.008284 | 0.008284 |
| 29 | 28 | 2767.34 | 0.28938 | 0.31037 | 0.22534 | 0.89248 | 0.97924 | 0.98418 | 0.99194 | 0.98112 | 0.9775 | 0.98244 | 0.99144 | 0.98149 | 0.18282 | 0.21719 | 0.17099 | 0.82046 | 0.008218 | 0.008218 | 0.008218 |
| 30 | 29 | 2863.38 | 0.28634 | 0.30647 | 0.2266 | 0.89076 | 0.9852 | 0.98375 | 0.99333 | 0.98135 | 0.98345 | 0.98201 | 0.99205 | 0.98352 | 0.18189 | 0.21539 | 0.16538 | 0.81536 | 0.008152 | 0.008152 | 0.008152 |
| 31 | 30 | 2961.53 | 0.28431 | 0.30689 | 0.22148 | 0.88882 | 0.9832 | 0.98348 | 0.99303 | 0.98327 | 0.98233 | 0.98261 | 0.99238 | 0.98341 | 0.1805 | 0.21713 | 0.16704 | 0.81625 | 0.008086 | 0.008086 | 0.008086 |
| 32 | 31 | 3060.95 | 0.28019 | 0.30226 | 0.21823 | 0.88867 | 0.97834 | 0.9913 | 0.99307 | 0.98274 | 0.97748 | 0.99043 | 0.99235 | 0.98211 | 0.17961 | 0.22615 | 0.16259 | 0.81651 | 0.00802 | 0.00802 | 0.00802 |
| 33 | 32 | 3159.09 | 0.28009 | 0.29671 | 0.21843 | 0.88636 | 0.98622 | 0.98696 | 0.99274 | 0.98474 | 0.98535 | 0.98609 | 0.99159 | 0.98474 | 0.1755 | 0.22404 | 0.15472 | 0.81 | 0.007954 | 0.007954 | 0.007954 |
| 34 | 33 | 3283.17 | 0.27592 | 0.29208 | 0.21545 | 0.88575 | 0.98512 | 0.98696 | 0.99307 | 0.98394 | 0.98425 | 0.98609 | 0.99264 | 0.98547 | 0.17483 | 0.21325 | 0.15813 | 0.81005 | 0.007888 | 0.007888 | 0.007888 |
| 35 | 34 | 3428.45 | 0.27591 | 0.29288 | 0.21188 | 0.89014 | 0.98611 | 0.98806 | 0.99342 | 0.98452 | 0.98525 | 0.98719 | 0.993 | 0.98523 | 0.17652 | 0.20526 | 0.15379 | 0.81851 | 0.007822 | 0.007822 | 0.007822 |
| 36 | 35 | 3550.9 | 0.27433 | 0.2968 | 0.21354 | 0.88813 | 0.97851 | 0.98972 | 0.99297 | 0.98386 | 0.97765 | 0.98885 | 0.99262 | 0.98422 | 0.17037 | 0.21182 | 0.14861 | 0.80926 | 0.007756 | 0.007756 | 0.007756 |
| 37 | 36 | 3657.09 | 0.27319 | 0.287 | 0.2105 | 0.88652 | 0.97939 | 0.99164 | 0.99332 | 0.98437 | 0.97853 | 0.99085 | 0.99242 | 0.98552 | 0.16931 | 0.21514 | 0.15294 | 0.8092 | 0.00769 | 0.00769 | 0.00769 |
| 38 | 37 | 3782.23 | 0.26943 | 0.28317 | 0.21014 | 0.88438 | 0.98784 | 0.98876 | 0.99285 | 0.98559 | 0.98697 | 0.98789 | 0.99202 | 0.9857 | 0.16731 | 0.21337 | 0.15326 | 0.80781 | 0.007624 | 0.007624 | 0.007624 |
| 39 | 38 | 3940.62 | 0.27105 | 0.28908 | 0.21144 | 0.88662 | 0.99213 | 0.98699 | 0.99338 | 0.98617 | 0.9891 | 0.98783 | 0.9926 | 0.98656 | 0.15869 | 0.2083 | 0.13522 | 0.8036 | 0.007558 | 0.007558 | 0.007558 |
| 40 | 39 | 4072.86 | 0.26492 | 0.27526 | 0.20484 | 0.88591 | 0.98964 | 0.98696 | 0.99281 | 0.98695 | 0.98877 | 0.98609 | 0.99181 | 0.98614 | 0.16551 | 0.2036 | 0.14647 | 0.80637 | 0.007492 | 0.007492 | 0.007492 |
| 41 | 40 | 4172.63 | 0.26602 | 0.28533 | 0.20697 | 0.88646 | 0.98528 | 0.98921 | 0.9936 | 0.98422 | 0.98441 | 0.98834 | 0.99293 | 0.98513 | 0.16638 | 0.20797 | 0.1441 | 0.8097 | 0.007426 | 0.007426 | 0.007426 |
| 42 | 41 | 4279.16 | 0.26753 | 0.27984 | 0.20912 | 0.88635 | 0.98823 | 0.9887 | 0.9937 | 0.98625 | 0.9865 | 0.98696 | 0.99293 | 0.98627 | 0.15909 | 0.20736 | 0.14165 | 0.80237 | 0.00736 | 0.00736 | 0.00736 |
| 43 | 42 | 4379.6 | 0.26213 | 0.27729 | 0.202 | 0.88377 | 0.98898 | 0.98783 | 0.99328 | 0.98681 | 0.98811 | 0.98696 | 0.99268 | 0.98722 | 0.16117 | 0.20903 | 0.14508 | 0.8047 | 0.007294 | 0.007294 | 0.007294 |
| 44 | 43 | 4482.65 | 0.26356 | 0.27833 | 0.20689 | 0.8846 | 0.98664 | 0.99043 | 0.99348 | 0.98706 | 0.98491 | 0.9887 | 0.99285 | 0.98634 | 0.15905 | 0.21222 | 0.14651 | 0.80541 | 0.007228 | 0.007228 | 0.007228 |
| 45 | 44 | 4587.38 | 0.26245 | 0.2721 | 0.20489 | 0.88247 | 0.9794 | 0.99242 | 0.99279 | 0.98484 | 0.97855 | 0.99155 | 0.99227 | 0.98563 | 0.15991 | 0.20451 | 0.1494 | 0.8079 | 0.007162 | 0.007162 | 0.007162 |
| 46 | 45 | 4720.87 | 0.26093 | 0.27546 | 0.20192 | 0.88395 | 0.98712 | 0.98435 | 0.99327 | 0.9859 | 0.98538 | 0.98261 | 0.99286 | 0.98608 | 0.15651 | 0.20262 | 0.14215 | 0.80211 | 0.007096 | 0.007096 | 0.007096 |
| 47 | 46 | 4836.26 | 0.25691 | 0.27387 | 0.19994 | 0.8795 | 0.97768 | 0.99038 | 0.99316 | 0.98708 | 0.97682 | 0.98951 | 0.9927 | 0.98675 | 0.14856 | 0.20668 | 0.13947 | 0.79501 | 0.00703 | 0.00703 | 0.00703 |
| 48 | 47 | 4937.59 | 0.26141 | 0.27651 | 0.20042 | 0.8849 | 0.98872 | 0.99067 | 0.99365 | 0.98785 | 0.98785 | 0.9898 | 0.99308 | 0.98787 | 0.15137 | 0.20431 | 0.13473 | 0.80331 | 0.006964 | 0.006964 | 0.006964 |
| 49 | 48 | 5076.53 | 0.25335 | 0.26878 | 0.19769 | 0.8797 | 0.98691 | 0.98957 | 0.99366 | 0.98749 | 0.98604 | 0.9887 | 0.99322 | 0.98674 | 0.1512 | 0.20275 | 0.13833 | 0.7981 | 0.006898 | 0.006898 | 0.006898 |
| 50 | 49 | 5221.15 | 0.25461 | 0.26933 | 0.19551 | 0.8829 | 0.99032 | 0.97891 | 0.99312 | 0.9857 | 0.98944 | 0.97804 | 0.99217 | 0.98494 | 0.15005 | 0.20016 | 0.13982 | 0.79806 | 0.006832 | 0.006832 | 0.006832 |
| 51 | 50 | 5347.85 | 0.25388 | 0.26372 | 0.20132 | 0.88001 | 0.98603 | 0.98609 | 0.99279 | 0.98544 | 0.98436 | 0.98529 | 0.99222 | 0.98599 | 0.16602 | 0.19515 | 0.16115 | 0.81139 | 0.006766 | 0.006766 | 0.006766 |
| 52 | 51 | 5446.41 | 0.25017 | 0.26252 | 0.19767 | 0.88037 | 0.98386 | 0.98957 | 0.9935 | 0.98808 | 0.98299 | 0.9887 | 0.99301 | 0.98793 | 0.14872 | 0.19888 | 0.14064 | 0.79716 | 0.0067 | 0.0067 | 0.0067 |
| 53 | 52 | 5546.74 | 0.24902 | 0.26676 | 0.19416 | 0.88038 | 0.98597 | 0.98696 | 0.99361 | 0.98833 | 0.9851 | 0.98609 | 0.99294 | 0.98854 | 0.1473 | 0.19526 | 0.13054 | 0.79453 | 0.006634 | 0.006634 | 0.006634 |
| 54 | 53 | 5648.25 | 0.25061 | 0.26463 | 0.19772 | 0.87817 | 0.98249 | 0.98957 | 0.99353 | 0.98846 | 0.98163 | 0.9887 | 0.9931 | 0.98846 | 0.14946 | 0.1953 | 0.13429 | 0.79606 | 0.006568 | 0.006568 | 0.006568 |
| 55 | 54 | 5748.43 | 0.24758 | 0.26677 | 0.19111 | 0.87727 | 0.98957 | 0.99015 | 0.99375 | 0.98856 | 0.9887 | 0.98928 | 0.99343 | 0.98851 | 0.14773 | 0.19844 | 0.13145 | 0.79443 | 0.006502 | 0.006502 | 0.006502 |
| 56 | 55 | 5847.71 | 0.24924 | 0.26486 | 0.19337 | 0.87963 | 0.99035 | 0.98696 | 0.99349 | 0.98674 | 0.98948 | 0.98609 | 0.99286 | 0.98746 | 0.14658 | 0.19858 | 0.13049 | 0.79657 | 0.006436 | 0.006436 | 0.006436 |
| 57 | 56 | 5948.91 | 0.24522 | 0.2614 | 0.18804 | 0.8765 | 0.98634 | 0.98783 | 0.99357 | 0.98774 | 0.98547 | 0.98696 | 0.99312 | 0.98804 | 0.14555 | 0.19767 | 0.12854 | 0.79345 | 0.00637 | 0.00637 | 0.00637 |
| 58 | 57 | 6046.81 | 0.24461 | 0.25488 | 0.1877 | 0.87849 | 0.99018 | 0.98522 | 0.99339 | 0.98798 | 0.98931 | 0.98435 | 0.99276 | 0.98708 | 0.14312 | 0.19874 | 0.12753 | 0.79348 | 0.006304 | 0.006304 | 0.006304 |
| 59 | 58 | 6146.2 | 0.24441 | 0.26141 | 0.18825 | 0.8783 | 0.98528 | 0.98965 | 0.99346 | 0.98791 | 0.98442 | 0.98878 | 0.99271 | 0.98708 | 0.14057 | 0.19596 | 0.12326 | 0.79345 | 0.006238 | 0.006238 | 0.006238 |
| 60 | 59 | 6246.06 | 0.23959 | 0.2483 | 0.18563 | 0.87405 | 0.9876 | 0.9913 | 0.99345 | 0.98837 | 0.98673 | 0.99043 | 0.99292 | 0.98837 | 0.13775 | 0.19224 | 0.12165 | 0.79272 | 0.006172 | 0.006172 | 0.006172 |
| 61 | 60 | 6346.47 | 0.23885 | 0.25093 | 0.18315 | 0.8762 | 0.99046 | 0.98783 | 0.99346 | 0.98739 | 0.98959 | 0.98696 | 0.99309 | 0.98757 | 0.13777 | 0.19455 | 0.12347 | 0.79413 | 0.006106 | 0.006106 | 0.006106 |
| 62 | 61 | 6445.7 | 0.24102 | 0.25811 | 0.18485 | 0.87531 | 0.98787 | 0.99043 | 0.99375 | 0.98854 | 0.987 | 0.98957 | 0.99333 | 0.98913 | 0.13641 | 0.19321 | 0.11934 | 0.79002 | 0.00604 | 0.00604 | 0.00604 |
| 63 | 62 | 6546.68 | 0.23896 | 0.25377 | 0.1834 | 0.87567 | 0.99111 | 0.9913 | 0.99379 | 0.98876 | 0.99024 | 0.99043 | 0.99335 | 0.98931 | 0.13539 | 0.19097 | 0.11847 | 0.79166 | 0.005974 | 0.005974 | 0.005974 |
| 64 | 63 | 6646.1 | 0.23742 | 0.24918 | 0.18155 | 0.87494 | 0.98927 | 0.9913 | 0.99385 | 0.9888 | 0.9884 | 0.99043 | 0.99369 | 0.98909 | 0.13428 | 0.19132 | 0.11804 | 0.79076 | 0.005908 | 0.005908 | 0.005908 |
| 65 | 64 | 6746.41 | 0.23531 | 0.24925 | 0.18051 | 0.87635 | 0.99061 | 0.9887 | 0.99377 | 0.98918 | 0.98974 | 0.98783 | 0.99358 | 0.98915 | 0.1357 | 0.19201 | 0.11777 | 0.79173 | 0.005842 | 0.005842 | 0.005842 |
| 66 | 65 | 6845.24 | 0.23575 | 0.25051 | 0.17938 | 0.87435 | 0.99169 | 0.98783 | 0.99377 | 0.99001 | 0.99081 | 0.98696 | 0.99322 | 0.98949 | 0.13505 | 0.19327 | 0.11525 | 0.79065 | 0.005776 | 0.005776 | 0.005776 |
| 67 | 66 | 6945.39 | 0.23063 | 0.24356 | 0.17718 | 0.87477 | 0.99355 | 0.98696 | 0.99359 | 0.99022 | 0.99268 | 0.98609 | 0.9932 | 0.98921 | 0.13243 | 0.19537 | 0.11622 | 0.7896 | 0.00571 | 0.00571 | 0.00571 |
| 68 | 67 | 7045.89 | 0.23135 | 0.24419 | 0.17955 | 0.87322 | 0.99226 | 0.98522 | 0.99366 | 0.99024 | 0.99138 | 0.98435 | 0.9931 | 0.9895 | 0.13099 | 0.19336 | 0.11721 | 0.78831 | 0.005644 | 0.005644 | 0.005644 |
| 69 | 68 | 7145.09 | 0.23057 | 0.24131 | 0.17753 | 0.87449 | 0.9912 | 0.9913 | 0.99393 | 0.98994 | 0.99033 | 0.99043 | 0.99333 | 0.98966 | 0.13016 | 0.19263 | 0.11315 | 0.78685 | 0.005578 | 0.005578 | 0.005578 |
| 70 | 69 | 7241.54 | 0.23138 | 0.24037 | 0.1771 | 0.87235 | 0.99295 | 0.98783 | 0.99399 | 0.99037 | 0.99208 | 0.98696 | 0.99352 | 0.98936 | 0.12992 | 0.19553 | 0.11402 | 0.78607 | 0.005512 | 0.005512 | 0.005512 |
| 71 | 70 | 7339.34 | 0.23042 | 0.24063 | 0.17737 | 0.87156 | 0.99043 | 0.99001 | 0.99402 | 0.99001 | 0.98956 | 0.98919 | 0.99359 | 0.9897 | 0.12757 | 0.195 | 0.11428 | 0.78472 | 0.005446 | 0.005446 | 0.005446 |
| 72 | 71 | 7440.52 | 0.22789 | 0.24112 | 0.17268 | 0.87278 | 0.99126 | 0.98668 | 0.99386 | 0.98904 | 0.99039 | 0.98606 | 0.99343 | 0.98935 | 0.12873 | 0.19415 | 0.1132 | 0.78489 | 0.00538 | 0.00538 | 0.00538 |
| 73 | 72 | 7541.18 | 0.23064 | 0.24128 | 0.17866 | 0.8756 | 0.99126 | 0.98623 | 0.99373 | 0.99002 | 0.99039 | 0.98587 | 0.99324 | 0.98932 | 0.12882 | 0.18836 | 0.11673 | 0.78488 | 0.005314 | 0.005314 | 0.005314 |
| 74 | 73 | 7642.52 | 0.22769 | 0.24242 | 0.17408 | 0.87305 | 0.99304 | 0.98522 | 0.99384 | 0.98968 | 0.99129 | 0.98348 | 0.99337 | 0.98942 | 0.12898 | 0.18826 | 0.11708 | 0.78523 | 0.005248 | 0.005248 | 0.005248 |
| 75 | 74 | 7744.03 | 0.22611 | 0.24119 | 0.17246 | 0.86984 | 0.99041 | 0.98782 | 0.99373 | 0.9901 | 0.98752 | 0.98609 | 0.99321 | 0.98912 | 0.1296 | 0.18957 | 0.12095 | 0.78648 | 0.005182 | 0.005182 | 0.005182 |
| 76 | 75 | 7847.33 | 0.22393 | 0.23545 | 0.17213 | 0.87062 | 0.99353 | 0.98522 | 0.99384 | 0.99031 | 0.98444 | 0.99 | 0.9934 | 0.98962 | 0.12963 | 0.18741 | 0.12031 | 0.78659 | 0.005116 | 0.005116 | 0.005116 |
| 77 | 76 | 7948.12 | 0.22531 | 0.23716 | 0.17236 | 0.87239 | 0.99137 | 0.98522 | 0.99372 | 0.99016 | 0.98951 | 0.98387 | 0.99303 | 0.98935 | 0.12738 | 0.18816 | 0.11963 | 0.78498 | 0.00505 | 0.00505 | 0.00505 |
| 78 | 77 | 8048.73 | 0.22722 | 0.24195 | 0.17362 | 0.87179 | 0.98965 | 0.98522 | 0.99368 | 0.98937 | 0.9879 | 0.98348 | 0.99303 | 0.98896 | 0.12702 | 0.18462 | 0.11948 | 0.7845 | 0.004984 | 0.004984 | 0.004984 |
| 79 | 78 | 8149.22 | 0.22423 | 0.23931 | 0.16946 | 0.87213 | 0.98988 | 0.98522 | 0.99386 | 0.98951 | 0.98813 | 0.98348 | 0.99328 | 0.98925 | 0.12623 | 0.18385 | 0.11818 | 0.78371 | 0.004918 | 0.004918 | 0.004918 |
| 80 | 79 | 8248.95 | 0.22342 | 0.2358 | 0.17204 | 0.87211 | 0.99022 | 0.98522 | 0.99378 | 0.98962 | 0.98847 | 0.98348 | 0.99322 | 0.98908 | 0.12468 | 0.18246 | 0.1195 | 0.78236 | 0.004852 | 0.004852 | 0.004852 |
| 81 | 80 | 8349.88 | 0.22232 | 0.22808 | 0.16801 | 0.87284 | 0.98959 | 0.9887 | 0.99368 | 0.99002 | 0.98785 | 0.98696 | 0.99308 | 0.98892 | 0.1247 | 0.18315 | 0.11735 | 0.78294 | 0.004786 | 0.004786 | 0.004786 |
| 82 | 81 | 8449.66 | 0.22067 | 0.23243 | 0.16748 | 0.87033 | 0.99126 | 0.98631 | 0.99359 | 0.9903 | 0.99039 | 0.98544 | 0.99324 | 0.9894 | 0.12434 | 0.17951 | 0.11361 | 0.78327 | 0.00472 | 0.00472 | 0.00472 |
| 83 | 82 | 8551.93 | 0.22243 | 0.22983 | 0.16944 | 0.87181 | 0.98729 | 0.9913 | 0.99381 | 0.99031 | 0.98642 | 0.99043 | 0.99352 | 0.98972 | 0.12484 | 0.17985 | 0.11328 | 0.78381 | 0.004654 | 0.004654 | 0.004654 |
| 84 | 83 | 8648.59 | 0.22028 | 0.23233 | 0.16666 | 0.8705 | 0.98923 | 0.99043 | 0.99379 | 0.99063 | 0.98738 | 0.98957 | 0.99348 | 0.98982 | 0.12503 | 0.17971 | 0.11253 | 0.7841 | 0.004588 | 0.004588 | 0.004588 |
| 85 | 84 | 8748.67 | 0.21639 | 0.22697 | 0.16399 | 0.87016 | 0.98957 | 0.98962 | 0.99378 | 0.99036 | 0.9887 | 0.98878 | 0.9934 | 0.98954 | 0.12442 | 0.18161 | 0.11082 | 0.78324 | 0.004522 | 0.004522 | 0.004522 |
| 86 | 85 | 8850.99 | 0.21939 | 0.22881 | 0.16786 | 0.87219 | 0.99043 | 0.99043 | 0.99379 | 0.99043 | 0.98956 | 0.98957 | 0.99338 | 0.98981 | 0.12324 | 0.18243 | 0.11056 | 0.7824 | 0.004456 | 0.004456 | 0.004456 |
| 87 | 86 | 8950.73 | 0.21613 | 0.22691 | 0.16661 | 0.8692 | 0.98833 | 0.9913 | 0.99371 | 0.99018 | 0.98746 | 0.99043 | 0.99327 | 0.98942 | 0.12193 | 0.18335 | 0.11169 | 0.78142 | 0.00439 | 0.00439 | 0.00439 |
| 88 | 87 | 9051.13 | 0.21453 | 0.2228 | 0.16246 | 0.86885 | 0.98872 | 0.99096 | 0.99371 | 0.99013 | 0.98785 | 0.99009 | 0.99323 | 0.9893 | 0.12044 | 0.18404 | 0.11258 | 0.78011 | 0.004324 | 0.004324 | 0.004324 |
| 89 | 88 | 9152.48 | 0.21682 | 0.22344 | 0.16186 | 0.87082 | 0.98926 | 0.98957 | 0.99365 | 0.99007 | 0.98752 | 0.98783 | 0.99305 | 0.9892 | 0.11985 | 0.18472 | 0.11146 | 0.77982 | 0.004258 | 0.004258 | 0.004258 |
| 90 | 89 | 9255.58 | 0.21336 | 0.22346 | 0.16062 | 0.86966 | 0.98867 | 0.98957 | 0.99345 | 0.98968 | 0.98693 | 0.98783 | 0.99281 | 0.98888 | 0.12109 | 0.1848 | 0.11003 | 0.78052 | 0.004192 | 0.004192 | 0.004192 |
| 91 | 90 | 9357.27 | 0.21107 | 0.22494 | 0.1601 | 0.86871 | 0.98813 | 0.98957 | 0.99364 | 0.99027 | 0.98639 | 0.98783 | 0.99296 | 0.98896 | 0.12081 | 0.18615 | 0.10934 | 0.77999 | 0.004126 | 0.004126 | 0.004126 |
| 92 | 91 | 9459.27 | 0.21223 | 0.22007 | 0.16388 | 0.86684 | 0.98856 | 0.99043 | 0.99386 | 0.99049 | 0.98682 | 0.9887 | 0.9933 | 0.98997 | 0.1189 | 0.18616 | 0.10993 | 0.77835 | 0.00406 | 0.00406 | 0.00406 |
| 93 | 92 | 9561.02 | 0.21092 | 0.2237 | 0.16179 | 0.8681 | 0.9897 | 0.9887 | 0.99389 | 0.9904 | 0.98712 | 0.9887 | 0.9934 | 0.98989 | 0.11821 | 0.18479 | 0.10797 | 0.77804 | 0.003994 | 0.003994 | 0.003994 |
| 94 | 93 | 9660.85 | 0.21216 | 0.22736 | 0.16144 | 0.8675 | 0.99013 | 0.99043 | 0.99394 | 0.99103 | 0.98835 | 0.9887 | 0.99337 | 0.99023 | 0.11807 | 0.18461 | 0.10653 | 0.77787 | 0.003928 | 0.003928 | 0.003928 |
| 95 | 94 | 9759.24 | 0.20852 | 0.21977 | 0.15714 | 0.86504 | 0.99099 | 0.99043 | 0.99397 | 0.99106 | 0.99012 | 0.98957 | 0.9935 | 0.99032 | 0.11778 | 0.18495 | 0.10632 | 0.7777 | 0.003862 | 0.003862 | 0.003862 |
| 96 | 95 | 9857.62 | 0.20808 | 0.22114 | 0.15844 | 0.8692 | 0.99099 | 0.99043 | 0.9939 | 0.99046 | 0.98902 | 0.9887 | 0.99332 | 0.99022 | 0.11763 | 0.18441 | 0.10582 | 0.77763 | 0.003796 | 0.003796 | 0.003796 |
| 97 | 96 | 9957.91 | 0.20941 | 0.22203 | 0.15866 | 0.86763 | 0.99129 | 0.98975 | 0.9939 | 0.99146 | 0.99042 | 0.98888 | 0.99342 | 0.99029 | 0.11712 | 0.18465 | 0.10474 | 0.77737 | 0.00373 | 0.00373 | 0.00373 |
| 98 | 97 | 10056.3 | 0.20591 | 0.21762 | 0.15666 | 0.86606 | 0.99214 | 0.98843 | 0.99391 | 0.99114 | 0.99127 | 0.98756 | 0.99351 | 0.99036 | 0.11673 | 0.18515 | 0.1042 | 0.77721 | 0.003664 | 0.003664 | 0.003664 |
| 99 | 98 | 10155.7 | 0.20691 | 0.21885 | 0.15554 | 0.86666 | 0.99128 | 0.98834 | 0.99386 | 0.99055 | 0.99041 | 0.98747 | 0.99348 | 0.99029 | 0.1163 | 0.1856 | 0.10369 | 0.77695 | 0.003598 | 0.003598 | 0.003598 |
| 100 | 99 | 10256.9 | 0.20577 | 0.22249 | 0.15425 | 0.86595 | 0.99127 | 0.98765 | 0.99364 | 0.99068 | 0.9904 | 0.98678 | 0.99324 | 0.98948 | 0.11618 | 0.18499 | 0.10421 | 0.77715 | 0.003532 | 0.003532 | 0.003532 |
| 101 | 100 | 10355.6 | 0.20311 | 0.22198 | 0.15325 | 0.86532 | 0.98871 | 0.98991 | 0.99384 | 0.99049 | 0.98784 | 0.98904 | 0.99351 | 0.9897 | 0.11577 | 0.18463 | 0.10425 | 0.77677 | 0.003466 | 0.003466 | 0.003466 |
| 102 | 101 | 10454.2 | 0.20147 | 0.21825 | 0.15342 | 0.86525 | 0.99128 | 0.98889 | 0.99385 | 0.99052 | 0.99041 | 0.98802 | 0.99349 | 0.98977 | 0.11572 | 0.18382 | 0.10408 | 0.77696 | 0.0034 | 0.0034 | 0.0034 |
| 103 | 102 | 10553.8 | 0.20307 | 0.21295 | 0.15367 | 0.86584 | 0.99128 | 0.98868 | 0.99387 | 0.99046 | 0.99041 | 0.98782 | 0.99352 | 0.99026 | 0.11598 | 0.18367 | 0.10393 | 0.77721 | 0.003334 | 0.003334 | 0.003334 |
| 104 | 103 | 10654.4 | 0.19875 | 0.21258 | 0.15119 | 0.86495 | 0.99128 | 0.98906 | 0.99389 | 0.99087 | 0.99041 | 0.98819 | 0.99356 | 0.98972 | 0.11595 | 0.18309 | 0.1052 | 0.77713 | 0.003268 | 0.003268 | 0.003268 |
| 105 | 104 | 10754.4 | 0.20044 | 0.21075 | 0.15066 | 0.86607 | 0.99088 | 0.9887 | 0.99385 | 0.99076 | 0.98869 | 0.98806 | 0.99337 | 0.98953 | 0.11607 | 0.18257 | 0.10604 | 0.77726 | 0.003202 | 0.003202 | 0.003202 |
| 106 | 105 | 10853.6 | 0.19926 | 0.21057 | 0.15057 | 0.86453 | 0.99006 | 0.9887 | 0.99386 | 0.99079 | 0.98918 | 0.98783 | 0.99335 | 0.98946 | 0.1159 | 0.18214 | 0.1055 | 0.77734 | 0.003136 | 0.003136 | 0.003136 |
| 107 | 106 | 10953.1 | 0.19816 | 0.20993 | 0.14868 | 0.86661 | 0.99073 | 0.9887 | 0.99382 | 0.99091 | 0.98943 | 0.98783 | 0.99335 | 0.98965 | 0.11551 | 0.18218 | 0.10496 | 0.7771 | 0.00307 | 0.00307 | 0.00307 |
| 108 | 107 | 11054 | 0.19633 | 0.20936 | 0.14867 | 0.86245 | 0.99096 | 0.9887 | 0.99382 | 0.99105 | 0.99009 | 0.98783 | 0.99349 | 0.98964 | 0.11532 | 0.18185 | 0.10473 | 0.77706 | 0.003004 | 0.003004 | 0.003004 |
| 109 | 108 | 11155.2 | 0.19543 | 0.2036 | 0.14753 | 0.86271 | 0.99089 | 0.9887 | 0.9938 | 0.99108 | 0.99002 | 0.98783 | 0.99349 | 0.98983 | 0.11502 | 0.18157 | 0.10491 | 0.77704 | 0.002938 | 0.002938 | 0.002938 |
| 110 | 109 | 11254.4 | 0.19574 | 0.20854 | 0.14731 | 0.86331 | 0.99117 | 0.9887 | 0.9938 | 0.99111 | 0.9903 | 0.98783 | 0.99349 | 0.99033 | 0.11477 | 0.18158 | 0.10344 | 0.77694 | 0.002872 | 0.002872 | 0.002872 |
| 111 | 110 | 11353.2 | 0.19467 | 0.20632 | 0.14752 | 0.86375 | 0.99123 | 0.9887 | 0.99371 | 0.99117 | 0.99035 | 0.98783 | 0.99344 | 0.9904 | 0.11454 | 0.18164 | 0.10356 | 0.77685 | 0.002806 | 0.002806 | 0.002806 |
| 112 | 111 | 11451.9 | 0.19519 | 0.20673 | 0.14668 | 0.86527 | 0.99126 | 0.9887 | 0.99373 | 0.99114 | 0.99039 | 0.98783 | 0.99342 | 0.99039 | 0.11439 | 0.1819 | 0.10273 | 0.77671 | 0.00274 | 0.00274 | 0.00274 |
| 113 | 112 | 11551.9 | 0.19518 | 0.20664 | 0.14639 | 0.86516 | 0.99138 | 0.9887 | 0.99369 | 0.99116 | 0.99051 | 0.98783 | 0.9934 | 0.99026 | 0.11426 | 0.18205 | 0.10282 | 0.77664 | 0.002674 | 0.002674 | 0.002674 |
| 114 | 113 | 11650.2 | 0.19237 | 0.20567 | 0.14408 | 0.86097 | 0.9919 | 0.9887 | 0.99375 | 0.99126 | 0.99102 | 0.98783 | 0.99348 | 0.99029 | 0.11428 | 0.1821 | 0.1023 | 0.77659 | 0.002608 | 0.002608 | 0.002608 |
| 115 | 114 | 11751.6 | 0.19364 | 0.20859 | 0.14529 | 0.86164 | 0.99063 | 0.9887 | 0.99379 | 0.99078 | 0.98976 | 0.98783 | 0.99351 | 0.99022 | 0.11414 | 0.18241 | 0.10206 | 0.77656 | 0.002542 | 0.002542 | 0.002542 |
| 116 | 115 | 11851.6 | 0.19133 | 0.20368 | 0.14179 | 0.86322 | 0.99041 | 0.9887 | 0.9938 | 0.99073 | 0.98954 | 0.98783 | 0.99353 | 0.98979 | 0.11408 | 0.18219 | 0.10188 | 0.77652 | 0.002476 | 0.002476 | 0.002476 |
| 117 | 116 | 11951.7 | 0.18858 | 0.20079 | 0.14123 | 0.8617 | 0.99053 | 0.98783 | 0.99382 | 0.99079 | 0.98966 | 0.98696 | 0.99352 | 0.9898 | 0.11395 | 0.18198 | 0.10164 | 0.77645 | 0.00241 | 0.00241 | 0.00241 |