[CF]提交文件

This commit is contained in:
songbingle 2025-06-05 11:48:45 +08:00
parent 2b758b4cd5
commit 6f437cbf4c
114 changed files with 592 additions and 8 deletions

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@ -9,3 +9,8 @@ epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),met
8,52.4319,3.30664,18.5804,1.6821,0,0,0,0,4.47329,13.4159,3.74995,0.000598517,0.000598517,0.000598517 8,52.4319,3.30664,18.5804,1.6821,0,0,0,0,4.47329,13.4159,3.74995,0.000598517,0.000598517,0.000598517
9,59.1523,2.21643,27.0262,1.19613,0,0,0,0,6.53216,16.1783,7.59617,0.00067228,0.00067228,0.00067228 9,59.1523,2.21643,27.0262,1.19613,0,0,0,0,6.53216,16.1783,7.59617,0.00067228,0.00067228,0.00067228
10,65.9499,4.07007,24.105,1.93188,0,0,0,0,5.4014,12.0196,3.76315,0.000745251,0.000745251,0.000745251 10,65.9499,4.07007,24.105,1.93188,0,0,0,0,5.4014,12.0196,3.76315,0.000745251,0.000745251,0.000745251
11,73.1327,3.66771,18.0016,1.68001,0,0,0,0,3.97001,10.2793,2.46107,0.00081743,0.00081743,0.00081743
12,81.6521,3.22916,29.223,1.26397,0,0,0,0,4.35561,9.96756,2.58913,0.000888817,0.000888817,0.000888817
13,88.8871,3.6894,19.045,1.5285,0,0,0,0,4.16609,9.73185,2.59994,0.000959412,0.000959412,0.000959412
14,95.7164,3.88197,22.6651,1.88752,0,0,0,0,4.32821,8.99355,2.8688,0.00102922,0.00102922,0.00102922
15,102.553,4.14758,14.2765,2.13574,0,0,0,0,4.14828,9.40865,3.58418,0.00109823,0.00109823,0.00109823

1 epoch time train/box_loss train/cls_loss train/dfl_loss metrics/precision(B) metrics/recall(B) metrics/mAP50(B) metrics/mAP50-95(B) val/box_loss val/cls_loss val/dfl_loss lr/pg0 lr/pg1 lr/pg2
9 8 52.4319 3.30664 18.5804 1.6821 0 0 0 0 4.47329 13.4159 3.74995 0.000598517 0.000598517 0.000598517
10 9 59.1523 2.21643 27.0262 1.19613 0 0 0 0 6.53216 16.1783 7.59617 0.00067228 0.00067228 0.00067228
11 10 65.9499 4.07007 24.105 1.93188 0 0 0 0 5.4014 12.0196 3.76315 0.000745251 0.000745251 0.000745251
12 11 73.1327 3.66771 18.0016 1.68001 0 0 0 0 3.97001 10.2793 2.46107 0.00081743 0.00081743 0.00081743
13 12 81.6521 3.22916 29.223 1.26397 0 0 0 0 4.35561 9.96756 2.58913 0.000888817 0.000888817 0.000888817
14 13 88.8871 3.6894 19.045 1.5285 0 0 0 0 4.16609 9.73185 2.59994 0.000959412 0.000959412 0.000959412
15 14 95.7164 3.88197 22.6651 1.88752 0 0 0 0 4.32821 8.99355 2.8688 0.00102922 0.00102922 0.00102922
16 15 102.553 4.14758 14.2765 2.13574 0 0 0 0 4.14828 9.40865 3.58418 0.00109823 0.00109823 0.00109823

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@ -0,0 +1,105 @@
task: detect
mode: train
model: yolov8n.pt
data: data.yaml
epochs: 200
time: null
patience: 100
batch: 8
imgsz: 640
save: true
save_period: -1
cache: false
device: cpu
workers: 8
project: null
name: train18
exist_ok: false
pretrained: true
optimizer: auto
verbose: true
seed: 0
deterministic: true
single_cls: false
rect: false
cos_lr: false
close_mosaic: 10
resume: false
amp: true
fraction: 1.0
profile: false
freeze: null
multi_scale: false
overlap_mask: true
mask_ratio: 4
dropout: 0.0
val: true
split: val
save_json: false
conf: null
iou: 0.7
max_det: 300
half: false
dnn: false
plots: true
source: null
vid_stride: 1
stream_buffer: false
visualize: false
augment: false
agnostic_nms: false
classes: null
retina_masks: false
embed: null
show: false
save_frames: false
save_txt: false
save_conf: false
save_crop: false
show_labels: true
show_conf: true
show_boxes: true
line_width: null
format: torchscript
keras: false
optimize: false
int8: false
dynamic: false
simplify: true
opset: null
workspace: null
nms: false
lr0: 0.01
lrf: 0.01
momentum: 0.937
weight_decay: 0.0005
warmup_epochs: 3.0
warmup_momentum: 0.8
warmup_bias_lr: 0.1
box: 7.5
cls: 0.5
dfl: 1.5
pose: 12.0
kobj: 1.0
nbs: 64
hsv_h: 0.015
hsv_s: 0.7
hsv_v: 0.4
degrees: 0.0
translate: 0.1
scale: 0.5
shear: 0.0
perspective: 0.0
flipud: 0.0
fliplr: 0.5
bgr: 0.0
mosaic: 1.0
mixup: 0.0
cutmix: 0.0
copy_paste: 0.0
copy_paste_mode: flip
auto_augment: randaugment
erasing: 0.4
cfg: null
tracker: botsort.yaml
save_dir: C:\workspace\le-yolo\runs\detect\train18

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@ -0,0 +1,22 @@
epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2
1,7.15643,3.41272,37.2256,2.01665,0,0,0,0,4.2041,8.06057,2.58386,6e-05,6e-05,6e-05
2,13.029,3.27761,33.1783,2.20473,0,0,0,0,2.56033,8.53504,1.93074,0.000139307,0.000139307,0.000139307
3,18.6706,2.74757,31.0758,1.49544,0,0,0,0,2.96839,7.66473,2.03012,0.000217822,0.000217822,0.000217822
4,24.3798,3.44972,18.4159,2.02705,0,0,0,0,3.26736,7.65502,2.15388,0.000295545,0.000295545,0.000295545
5,30.1006,2.69962,37.0182,1.43514,0,0,0,0,3.74408,8.39783,2.37401,0.000372476,0.000372476,0.000372476
6,36.4335,3.50874,22.7099,1.76584,0,0,0,0,4.09483,9.41836,2.60875,0.000448615,0.000448615,0.000448615
7,42.2341,3.46468,21.5369,1.78773,0,0,0,0,4.37917,10.7141,3.12062,0.000523962,0.000523962,0.000523962
8,47.9794,3.30664,18.5804,1.6821,0,0,0,0,4.47329,13.4159,3.74995,0.000598517,0.000598517,0.000598517
9,53.5327,2.21643,27.0262,1.19613,0,0,0,0,6.53216,16.1783,7.59617,0.00067228,0.00067228,0.00067228
10,59.2653,4.07007,24.105,1.93188,0,0,0,0,5.4014,12.0196,3.76315,0.000745251,0.000745251,0.000745251
11,64.9624,3.66771,18.0016,1.68001,0,0,0,0,3.97001,10.2793,2.46107,0.00081743,0.00081743,0.00081743
12,70.671,3.22916,29.223,1.26397,0,0,0,0,4.35561,9.96756,2.58913,0.000888817,0.000888817,0.000888817
13,76.3264,3.6894,19.045,1.5285,0,0,0,0,4.16609,9.73185,2.59994,0.000959412,0.000959412,0.000959412
14,82.2514,3.88197,22.6651,1.88752,0,0,0,0,4.32821,8.99355,2.8688,0.00102922,0.00102922,0.00102922
15,87.9454,4.14758,14.2765,2.13574,0,0,0,0,4.14828,9.40865,3.58418,0.00109823,0.00109823,0.00109823
16,93.5763,3.89616,14.0553,1.77913,0,0,0,0,4.14828,9.40865,3.58418,0.00116645,0.00116645,0.00116645
17,99.2379,3.69242,15.462,1.83939,0,0,0,0,2.81804,7.64982,1.86446,0.00123387,0.00123387,0.00123387
18,105.135,3.4987,12.4776,1.90608,0,0,0,0,3.37843,8.66137,2.35814,0.00130051,0.00130051,0.00130051
19,111.441,3.50305,17.1821,1.50722,0,0,0,0,3.37843,8.66137,2.35814,0.00136635,0.00136635,0.00136635
20,117.904,3.97601,18.9074,1.37391,0.00067,0.2,0.0004,4e-05,3.28632,8.58557,1.99669,0.0014314,0.0014314,0.0014314
21,124.625,3.71598,23.9191,1.52456,0.00067,0.2,0.0004,0.00012,3.77433,7.30131,1.99406,0.00149566,0.00149566,0.00149566
1 epoch time train/box_loss train/cls_loss train/dfl_loss metrics/precision(B) metrics/recall(B) metrics/mAP50(B) metrics/mAP50-95(B) val/box_loss val/cls_loss val/dfl_loss lr/pg0 lr/pg1 lr/pg2
2 1 7.15643 3.41272 37.2256 2.01665 0 0 0 0 4.2041 8.06057 2.58386 6e-05 6e-05 6e-05
3 2 13.029 3.27761 33.1783 2.20473 0 0 0 0 2.56033 8.53504 1.93074 0.000139307 0.000139307 0.000139307
4 3 18.6706 2.74757 31.0758 1.49544 0 0 0 0 2.96839 7.66473 2.03012 0.000217822 0.000217822 0.000217822
5 4 24.3798 3.44972 18.4159 2.02705 0 0 0 0 3.26736 7.65502 2.15388 0.000295545 0.000295545 0.000295545
6 5 30.1006 2.69962 37.0182 1.43514 0 0 0 0 3.74408 8.39783 2.37401 0.000372476 0.000372476 0.000372476
7 6 36.4335 3.50874 22.7099 1.76584 0 0 0 0 4.09483 9.41836 2.60875 0.000448615 0.000448615 0.000448615
8 7 42.2341 3.46468 21.5369 1.78773 0 0 0 0 4.37917 10.7141 3.12062 0.000523962 0.000523962 0.000523962
9 8 47.9794 3.30664 18.5804 1.6821 0 0 0 0 4.47329 13.4159 3.74995 0.000598517 0.000598517 0.000598517
10 9 53.5327 2.21643 27.0262 1.19613 0 0 0 0 6.53216 16.1783 7.59617 0.00067228 0.00067228 0.00067228
11 10 59.2653 4.07007 24.105 1.93188 0 0 0 0 5.4014 12.0196 3.76315 0.000745251 0.000745251 0.000745251
12 11 64.9624 3.66771 18.0016 1.68001 0 0 0 0 3.97001 10.2793 2.46107 0.00081743 0.00081743 0.00081743
13 12 70.671 3.22916 29.223 1.26397 0 0 0 0 4.35561 9.96756 2.58913 0.000888817 0.000888817 0.000888817
14 13 76.3264 3.6894 19.045 1.5285 0 0 0 0 4.16609 9.73185 2.59994 0.000959412 0.000959412 0.000959412
15 14 82.2514 3.88197 22.6651 1.88752 0 0 0 0 4.32821 8.99355 2.8688 0.00102922 0.00102922 0.00102922
16 15 87.9454 4.14758 14.2765 2.13574 0 0 0 0 4.14828 9.40865 3.58418 0.00109823 0.00109823 0.00109823
17 16 93.5763 3.89616 14.0553 1.77913 0 0 0 0 4.14828 9.40865 3.58418 0.00116645 0.00116645 0.00116645
18 17 99.2379 3.69242 15.462 1.83939 0 0 0 0 2.81804 7.64982 1.86446 0.00123387 0.00123387 0.00123387
19 18 105.135 3.4987 12.4776 1.90608 0 0 0 0 3.37843 8.66137 2.35814 0.00130051 0.00130051 0.00130051
20 19 111.441 3.50305 17.1821 1.50722 0 0 0 0 3.37843 8.66137 2.35814 0.00136635 0.00136635 0.00136635
21 20 117.904 3.97601 18.9074 1.37391 0.00067 0.2 0.0004 4e-05 3.28632 8.58557 1.99669 0.0014314 0.0014314 0.0014314
22 21 124.625 3.71598 23.9191 1.52456 0.00067 0.2 0.0004 0.00012 3.77433 7.30131 1.99406 0.00149566 0.00149566 0.00149566

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@ -0,0 +1,105 @@
task: detect
mode: train
model: yolov8n.pt
data: data.yaml
epochs: 200
time: null
patience: 100
batch: 8
imgsz: 640
save: true
save_period: -1
cache: false
device: cpu
workers: 8
project: null
name: train19
exist_ok: false
pretrained: true
optimizer: auto
verbose: true
seed: 0
deterministic: true
single_cls: false
rect: false
cos_lr: false
close_mosaic: 10
resume: false
amp: true
fraction: 1.0
profile: false
freeze: null
multi_scale: false
overlap_mask: true
mask_ratio: 4
dropout: 0.0
val: true
split: val
save_json: false
conf: null
iou: 0.7
max_det: 300
half: false
dnn: false
plots: true
source: null
vid_stride: 1
stream_buffer: false
visualize: false
augment: false
agnostic_nms: false
classes: null
retina_masks: false
embed: null
show: false
save_frames: false
save_txt: false
save_conf: false
save_crop: false
show_labels: true
show_conf: true
show_boxes: true
line_width: null
format: torchscript
keras: false
optimize: false
int8: false
dynamic: false
simplify: true
opset: null
workspace: null
nms: false
lr0: 0.01
lrf: 0.01
momentum: 0.937
weight_decay: 0.0005
warmup_epochs: 3.0
warmup_momentum: 0.8
warmup_bias_lr: 0.1
box: 7.5
cls: 0.5
dfl: 1.5
pose: 12.0
kobj: 1.0
nbs: 64
hsv_h: 0.015
hsv_s: 0.7
hsv_v: 0.4
degrees: 0.0
translate: 0.1
scale: 0.5
shear: 0.0
perspective: 0.0
flipud: 0.0
fliplr: 0.5
bgr: 0.0
mosaic: 1.0
mixup: 0.0
cutmix: 0.0
copy_paste: 0.0
copy_paste_mode: flip
auto_augment: randaugment
erasing: 0.4
cfg: null
tracker: botsort.yaml
save_dir: C:\workspace\le-yolo\runs\detect\train19

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epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2
1,7.67175,3.33818,23.7238,2.22875,0,0,0,0,1.98146,43.3884,1.37384,6e-05,6e-05,6e-05
2,14.7667,3.68627,38.1044,2.30675,0,0,0,0,1.84861,42.6061,1.16441,0.000139307,0.000139307,0.000139307
3,22.0222,2.46803,26.9901,1.51596,0,0,0,0,1.77636,42.3895,1.06512,0.000217822,0.000217822,0.000217822
4,29.0662,4.18726,32.1247,1.95772,0,0,0,0,2.02316,43.0645,1.02302,0.000295545,0.000295545,0.000295545
5,35.9356,4.26609,22.7446,2.00306,0,0,0,0,2.9761,43.0421,1.45064,0.000372476,0.000372476,0.000372476
6,42.8789,3.00925,28.9391,1.54453,0.00012,0.04348,7e-05,3e-05,3.20461,43.5753,1.47016,0.000448615,0.000448615,0.000448615
7,50.1117,2.91933,20.0021,1.45107,0.00012,0.04348,7e-05,1e-05,4.91988,44.0534,1.84512,0.000523962,0.000523962,0.000523962
8,57.5754,4.19684,28.989,1.83986,0.00012,0.04348,7e-05,1e-05,4.43681,43.9693,1.83308,0.000598517,0.000598517,0.000598517
9,65.7326,3.46424,16.4966,1.86169,0.00037,0.13043,0.00025,4e-05,4.59608,43.9954,1.84795,0.00067228,0.00067228,0.00067228
10,73.695,3.43612,20.265,1.40115,0,0,0,0,4.56316,43.9734,1.84604,0.000745251,0.000745251,0.000745251
11,81.8321,3.32778,15.3271,1.50983,0,0,0,0,4.8096,38.3515,2.00921,0.00081743,0.00081743,0.00081743
12,88.9816,3.76875,18.0051,1.80679,0,0,0,0,4.70634,29.3632,1.92258,0.000888817,0.000888817,0.000888817
13,96.0619,3.82446,15.1232,1.78312,0,0,0,0,4.5048,25.512,1.88373,0.000959412,0.000959412,0.000959412
14,103.032,3.04974,15.2647,1.5028,0,0,0,0,3.98172,24.3047,1.66234,0.00102922,0.00102922,0.00102922
15,109.994,3.69636,25.2917,1.20034,0,0,0,0,3.32604,19.3027,1.5027,0.00109823,0.00109823,0.00109823
16,116.948,3.6146,17.0084,1.42204,0,0,0,0,3.32604,19.3027,1.5027,0.00116645,0.00116645,0.00116645
17,124.24,4.07913,14.8206,1.97662,0,0,0,0,3.55241,18.786,1.40297,0.00123387,0.00123387,0.00123387
18,131.226,3.53653,12.0459,1.5631,0.00025,0.08696,0.00015,4e-05,3.37751,16.3109,1.41306,0.00130051,0.00130051,0.00130051
19,138.103,2.80417,11.734,1.46455,0.00025,0.08696,0.00015,4e-05,3.37751,16.3109,1.41306,0.00136635,0.00136635,0.00136635
20,144.994,3.5856,11.9624,1.78103,0.00012,0.04348,7e-05,1e-05,3.58071,14.521,1.41894,0.0014314,0.0014314,0.0014314
21,152.006,3.47028,12.5768,1.6003,0.00012,0.04348,7e-05,1e-05,3.70927,14.6329,1.55006,0.00149566,0.00149566,0.00149566
22,158.972,2.76293,19.1505,1.05483,0.00012,0.04348,7e-05,1e-05,3.70927,14.6329,1.55006,0.00155913,0.00155913,0.00155913
23,165.84,3.83321,12.9756,1.6299,0,0,0,0,3.9113,14.9714,1.68023,0.0016218,0.0016218,0.0016218
24,173.275,3.50596,15.4302,1.42133,0,0,0,0,3.9113,14.9714,1.68023,0.00168368,0.00168368,0.00168368
25,180.352,3.778,12.1993,1.56275,0.00012,0.04348,7e-05,1e-05,4.02293,13.5898,1.55138,0.00174478,0.00174478,0.00174478
26,187.434,3.67882,11.1782,1.79157,0.00012,0.04348,7e-05,1e-05,4.02293,13.5898,1.55138,0.0017525,0.0017525,0.0017525
27,194.42,3.54845,10.9842,1.63691,0.00049,0.17391,0.00037,0.00011,3.72351,12.2956,1.4795,0.0017426,0.0017426,0.0017426
28,201.4,3.59353,9.83604,2.00941,0.00049,0.17391,0.00037,0.00011,3.72351,12.2956,1.4795,0.0017327,0.0017327,0.0017327
29,208.427,3.72065,14.8536,1.44301,0.00074,0.26087,0.00497,0.00053,3.86143,11.4864,1.58968,0.0017228,0.0017228,0.0017228
30,215.441,3.64667,9.59876,1.58975,0.00074,0.26087,0.00497,0.00053,3.86143,11.4864,1.58968,0.0017129,0.0017129,0.0017129
31,222.322,3.25163,10.0732,1.49251,0.00037,0.13043,0.00025,3e-05,4.12022,10.9942,1.73441,0.001703,0.001703,0.001703
32,229.411,3.49124,9.95963,1.55388,0.00037,0.13043,0.00025,3e-05,4.12022,10.9942,1.73441,0.0016931,0.0016931,0.0016931
33,236.542,3.95321,10.3855,1.54027,0.00074,0.26087,0.00146,0.00023,3.72394,9.2664,1.56685,0.0016832,0.0016832,0.0016832
34,243.49,3.47924,10.6517,1.54188,0.00074,0.26087,0.00146,0.00023,3.72394,9.2664,1.56685,0.0016733,0.0016733,0.0016733
35,250.58,2.97248,13.8707,0.9906,0.00111,0.3913,0.00135,0.00024,3.76329,10.9951,1.50483,0.0016634,0.0016634,0.0016634
36,258.322,3.18579,11.8287,1.26329,0.00111,0.3913,0.00135,0.00024,3.76329,10.9951,1.50483,0.0016535,0.0016535,0.0016535
37,266.355,3.60915,8.55345,1.4405,0.00037,0.13043,0.00022,4e-05,3.73347,10.4776,1.61289,0.0016436,0.0016436,0.0016436
38,274.144,3.65743,9.91549,1.57538,0.00037,0.13043,0.00022,4e-05,3.73347,10.4776,1.61289,0.0016337,0.0016337,0.0016337
39,282.365,3.66097,8.93848,1.67622,0.00099,0.34783,0.00178,0.00057,3.57521,10.9217,1.37749,0.0016238,0.0016238,0.0016238
40,290.474,2.61989,12.0775,1.15716,0.00099,0.34783,0.00178,0.00057,3.57521,10.9217,1.37749,0.0016139,0.0016139,0.0016139
41,298.568,3.40025,9.79271,1.56297,0,0,0,0,3.44676,21.8107,1.61633,0.001604,0.001604,0.001604
42,306.326,3.78989,11.1282,1.57367,0,0,0,0,3.44676,21.8107,1.61633,0.0015941,0.0015941,0.0015941
43,314.312,3.7442,7.65405,1.82265,0.00025,0.08696,0.00016,4e-05,3.9985,30.8196,1.72503,0.0015842,0.0015842,0.0015842
44,322.13,3.78645,10.1119,1.66633,0.00025,0.08696,0.00016,4e-05,3.9985,30.8196,1.72503,0.0015743,0.0015743,0.0015743
45,330.085,3.32042,11.1738,1.59454,0.01215,0.04348,0.02454,0.01408,3.7557,12.9649,1.55459,0.0015644,0.0015644,0.0015644
46,337.97,3.25112,9.71709,1.29577,0.01215,0.04348,0.02454,0.01408,3.7557,12.9649,1.55459,0.0015545,0.0015545,0.0015545
47,345.882,3.39477,9.47751,1.39854,0.37914,0.04348,0.03043,0.01259,3.36999,10.3713,1.42097,0.0015446,0.0015446,0.0015446
48,353.747,2.7614,9.93368,1.22195,0.37914,0.04348,0.03043,0.01259,3.36999,10.3713,1.42097,0.0015347,0.0015347,0.0015347
49,361.597,3.30457,10.1489,1.06588,0.42066,0.04348,0.03904,0.01996,3.06653,9.06463,1.36852,0.0015248,0.0015248,0.0015248
50,368.473,3.88342,8.02617,1.49362,0.42066,0.04348,0.03904,0.01996,3.06653,9.06463,1.36852,0.0015149,0.0015149,0.0015149
51,375.389,3.10152,10.2924,1.12533,0.19752,0.08696,0.02972,0.01395,3.3016,8.87283,1.40276,0.001505,0.001505,0.001505
52,382.272,3.04099,8.79433,1.30693,0.19752,0.08696,0.02972,0.01395,3.3016,8.87283,1.40276,0.0014951,0.0014951,0.0014951
53,389.121,3.43477,9.36315,1.41038,0.00099,0.34783,0.01496,0.0073,3.1001,8.35011,1.32178,0.0014852,0.0014852,0.0014852
54,395.985,3.45945,8.03917,1.6276,0.00099,0.34783,0.01496,0.0073,3.1001,8.35011,1.32178,0.0014753,0.0014753,0.0014753
55,402.89,3.84303,9.91265,1.4006,0.0005,0.08696,0.05537,0.02819,3.24695,8.89623,1.35056,0.0014654,0.0014654,0.0014654
56,409.656,3.46079,8.61092,1.45664,0.0005,0.08696,0.05537,0.02819,3.24695,8.89623,1.35056,0.0014555,0.0014555,0.0014555
57,416.546,3.3657,8.96739,1.45865,0.00074,0.26087,0.04686,0.02312,3.37368,8.5669,1.44539,0.0014456,0.0014456,0.0014456
58,423.428,3.47113,7.97491,1.46574,0.00074,0.26087,0.04686,0.02312,3.37368,8.5669,1.44539,0.0014357,0.0014357,0.0014357
59,430.212,3.69914,8.30638,1.51783,0.00037,0.13043,0.00344,0.0017,3.26125,8.65279,1.46521,0.0014258,0.0014258,0.0014258
60,437.043,3.90378,8.29619,1.39269,0.00037,0.13043,0.00344,0.0017,3.26125,8.65279,1.46521,0.0014159,0.0014159,0.0014159
61,443.98,3.58374,10.9564,1.57113,0.00037,0.13043,0.00472,0.00279,3.38352,10.252,1.42502,0.001406,0.001406,0.001406
62,450.913,3.40562,11.8896,1.50077,0.00037,0.13043,0.00472,0.00279,3.38352,10.252,1.42502,0.0013961,0.0013961,0.0013961
63,458.099,3.88653,7.66123,1.60225,0.00915,0.04348,0.04514,0.02706,3.57895,10.9112,1.36456,0.0013862,0.0013862,0.0013862
64,464.978,3.23835,7.07135,1.47135,0.00915,0.04348,0.04514,0.02706,3.57895,10.9112,1.36456,0.0013763,0.0013763,0.0013763
65,471.883,3.58619,12.2105,1.38402,0.07763,0.04348,0.04568,0.02721,3.49677,10.1952,1.35338,0.0013664,0.0013664,0.0013664
66,478.722,3.1762,7.68927,1.43631,0.07763,0.04348,0.04568,0.02721,3.49677,10.1952,1.35338,0.0013565,0.0013565,0.0013565
67,485.567,3.54956,7.70442,1.60638,0.41247,0.04348,0.02741,0.01989,3.40184,9.96382,1.34053,0.0013466,0.0013466,0.0013466
68,492.391,3.30323,6.59424,1.82027,0.41247,0.04348,0.02741,0.01989,3.40184,9.96382,1.34053,0.0013367,0.0013367,0.0013367
69,499.395,3.75562,8.76357,1.31174,0.87703,0.04348,0.0576,0.03996,3.35866,8.55307,1.42087,0.0013268,0.0013268,0.0013268
70,506.644,3.80463,6.88565,1.58859,0.87703,0.04348,0.0576,0.03996,3.35866,8.55307,1.42087,0.0013169,0.0013169,0.0013169
71,513.495,3.98365,8.93075,1.46535,0.85709,0.04348,0.06225,0.03618,3.0538,7.05221,1.31555,0.001307,0.001307,0.001307
72,520.454,2.97073,6.88073,1.38449,0.85709,0.04348,0.06225,0.03618,3.0538,7.05221,1.31555,0.0012971,0.0012971,0.0012971
73,527.421,3.81569,7.39187,1.44489,0.76826,0.04348,0.05233,0.02857,2.77081,6.99368,1.25939,0.0012872,0.0012872,0.0012872
74,534.295,3.51477,6.22901,1.43552,0.76826,0.04348,0.05233,0.02857,2.77081,6.99368,1.25939,0.0012773,0.0012773,0.0012773
75,541.242,3.07676,9.11662,1.2376,0.3529,0.04348,0.05671,0.01953,2.98132,7.62198,1.31726,0.0012674,0.0012674,0.0012674
76,548.161,3.05091,6.7295,1.28989,0.3529,0.04348,0.05671,0.01953,2.98132,7.62198,1.31726,0.0012575,0.0012575,0.0012575
77,555.059,3.35479,6.95939,1.50057,0.79778,0.04348,0.04551,0.01594,3.11011,7.98643,1.34782,0.0012476,0.0012476,0.0012476
78,561.868,3.3782,7.09551,1.74205,0.79778,0.04348,0.04551,0.01594,3.11011,7.98643,1.34782,0.0012377,0.0012377,0.0012377
79,568.758,3.26676,8.20077,1.13949,0.86643,0.04348,0.05444,0.01282,3.47601,7.75322,1.41056,0.0012278,0.0012278,0.0012278
80,575.601,3.50368,7.06694,1.49786,0.86643,0.04348,0.05444,0.01282,3.47601,7.75322,1.41056,0.0012179,0.0012179,0.0012179
81,583.35,3.12596,5.63721,1.64504,0.49521,0.04348,0.04563,0.01222,3.60223,8.10467,1.46386,0.001208,0.001208,0.001208
82,590.696,3.26191,7.21312,1.46553,0.49521,0.04348,0.04563,0.01222,3.60223,8.10467,1.46386,0.0011981,0.0011981,0.0011981
83,597.807,3.89168,9.14613,1.47748,0.77059,0.04348,0.04549,0.01812,3.58638,8.05147,1.46044,0.0011882,0.0011882,0.0011882
84,604.823,3.62923,6.75764,1.5515,0.77059,0.04348,0.04549,0.01812,3.58638,8.05147,1.46044,0.0011783,0.0011783,0.0011783
85,611.729,2.6819,7.72879,1.12923,0.49317,0.04348,0.09182,0.02758,3.41456,7.31337,1.37236,0.0011684,0.0011684,0.0011684
86,618.69,2.95822,5.85963,1.45659,0.49317,0.04348,0.09182,0.02758,3.41456,7.31337,1.37236,0.0011585,0.0011585,0.0011585
87,625.734,3.10241,6.85348,1.31005,0.29475,0.07438,0.08683,0.02778,3.31429,6.78214,1.31901,0.0011486,0.0011486,0.0011486
88,633.076,3.69037,7.54825,1.27198,0.29475,0.07438,0.08683,0.02778,3.31429,6.78214,1.31901,0.0011387,0.0011387,0.0011387
89,640.904,3.6419,7.13831,1.54652,0.29555,0.13043,0.08366,0.02705,3.11417,6.34447,1.28227,0.0011288,0.0011288,0.0011288
90,649.74,3.71355,6.83954,1.77215,0.29555,0.13043,0.08366,0.02705,3.11417,6.34447,1.28227,0.0011189,0.0011189,0.0011189
91,657.764,3.41825,6.14684,1.46878,0.25589,0.13043,0.07893,0.0299,3.0443,6.24256,1.31389,0.001109,0.001109,0.001109
92,665.33,3.32337,7.49532,1.34164,0.25589,0.13043,0.07893,0.0299,3.0443,6.24256,1.31389,0.0010991,0.0010991,0.0010991
93,672.99,3.14074,5.93117,1.19986,0.40458,0.11948,0.08583,0.0412,3.09095,5.98146,1.33437,0.0010892,0.0010892,0.0010892
94,681.062,2.92875,5.60562,1.48116,0.40458,0.11948,0.08583,0.0412,3.09095,5.98146,1.33437,0.0010793,0.0010793,0.0010793
95,688.881,3.11089,5.81398,1.46401,0.17904,0.048,0.09511,0.03909,3.15689,5.50977,1.35273,0.0010694,0.0010694,0.0010694
96,696.751,3.64679,6.05314,1.31357,0.17904,0.048,0.09511,0.03909,3.15689,5.50977,1.35273,0.0010595,0.0010595,0.0010595
97,704.289,2.64705,6.01788,1.34444,0.23578,0.04348,0.08192,0.0396,3.02756,5.44127,1.29057,0.0010496,0.0010496,0.0010496
98,712.046,2.84844,6.13607,1.04203,0.23578,0.04348,0.08192,0.0396,3.02756,5.44127,1.29057,0.0010397,0.0010397,0.0010397
99,719.836,3.29721,6.62664,1.4533,0.16479,0.04348,0.08357,0.04443,2.9701,5.48331,1.25949,0.0010298,0.0010298,0.0010298
100,727.272,2.89617,5.96289,1.40242,0.16479,0.04348,0.08357,0.04443,2.9701,5.48331,1.25949,0.0010199,0.0010199,0.0010199
101,734.476,3.74798,5.65291,1.51768,0.3489,0.07215,0.10477,0.0516,3.00323,5.4438,1.25951,0.00101,0.00101,0.00101
102,741.678,3.42207,8.28557,1.20414,0.3489,0.07215,0.10477,0.0516,3.00323,5.4438,1.25951,0.0010001,0.0010001,0.0010001
103,748.94,3.75177,7.40106,1.269,0.37179,0.13043,0.13799,0.05083,3.03011,5.5939,1.25384,0.0009902,0.0009902,0.0009902
104,756.192,3.02588,5.38093,1.50808,0.37179,0.13043,0.13799,0.05083,3.03011,5.5939,1.25384,0.0009803,0.0009803,0.0009803
105,763.446,3.40161,5.5295,1.5238,0.53186,0.13043,0.13182,0.04719,3.11538,5.65191,1.25841,0.0009704,0.0009704,0.0009704
106,770.695,3.89386,6.08814,1.46422,0.53186,0.13043,0.13182,0.04719,3.11538,5.65191,1.25841,0.0009605,0.0009605,0.0009605
107,778.106,2.74704,5.23565,1.51874,0.67143,0.13043,0.15543,0.05757,3.05548,5.52615,1.271,0.0009506,0.0009506,0.0009506
108,785.468,3.65942,6.72757,1.24077,0.67143,0.13043,0.15543,0.05757,3.05548,5.52615,1.271,0.0009407,0.0009407,0.0009407
109,792.791,3.08988,5.30551,1.22918,0.67361,0.13043,0.17608,0.06208,3.05306,5.17206,1.28089,0.0009308,0.0009308,0.0009308
110,800.037,3.1854,4.55588,1.59909,0.67361,0.13043,0.17608,0.06208,3.05306,5.17206,1.28089,0.0009209,0.0009209,0.0009209
111,807.406,3.78205,7.13702,1.20218,0.63183,0.13043,0.17079,0.06623,3.02448,4.95719,1.25328,0.000911,0.000911,0.000911
112,814.832,3.42456,6.01006,1.29053,0.63183,0.13043,0.17079,0.06623,3.02448,4.95719,1.25328,0.0009011,0.0009011,0.0009011
113,822.655,3.40308,6.09004,1.48705,0.70716,0.13043,0.15652,0.0797,2.7847,4.85583,1.21628,0.0008912,0.0008912,0.0008912
114,830.201,2.94038,4.68236,1.48959,0.70716,0.13043,0.15652,0.0797,2.7847,4.85583,1.21628,0.0008813,0.0008813,0.0008813
115,838.065,3.55677,5.0186,1.36621,0.55531,0.05791,0.1562,0.07756,2.79253,4.96684,1.2431,0.0008714,0.0008714,0.0008714
116,845.378,2.9256,5.3895,1.4512,0.55531,0.05791,0.1562,0.07756,2.79253,4.96684,1.2431,0.0008615,0.0008615,0.0008615
117,852.74,3.73569,5.83203,1.26108,0.52714,0.05056,0.18822,0.07733,2.8228,4.94945,1.25197,0.0008516,0.0008516,0.0008516
118,859.983,3.22827,5.09435,1.42699,0.52714,0.05056,0.18822,0.07733,2.8228,4.94945,1.25197,0.0008417,0.0008417,0.0008417
119,867.332,3.15047,8.21984,1.2785,0.38892,0.04348,0.18536,0.06896,2.86148,4.86387,1.26846,0.0008318,0.0008318,0.0008318
120,874.631,3.15288,6.87171,1.27519,0.38892,0.04348,0.18536,0.06896,2.86148,4.86387,1.26846,0.0008219,0.0008219,0.0008219
121,881.915,2.62753,5.65685,1.21845,0.57004,0.13043,0.20859,0.0683,2.88644,4.7047,1.24775,0.000812,0.000812,0.000812
122,889.179,2.84298,4.18379,1.33158,0.57004,0.13043,0.20859,0.0683,2.88644,4.7047,1.24775,0.0008021,0.0008021,0.0008021
123,896.57,3.37835,8.66224,1.15998,0.3549,0.21739,0.2256,0.06801,2.83299,4.6529,1.22659,0.0007922,0.0007922,0.0007922
124,904.175,3.70091,6.73601,1.36746,0.3549,0.21739,0.2256,0.06801,2.83299,4.6529,1.22659,0.0007823,0.0007823,0.0007823
125,911.629,3.18319,8.07203,1.24929,0.33528,0.21739,0.2109,0.06826,2.75002,4.67396,1.21081,0.0007724,0.0007724,0.0007724
126,919.246,3.35094,6.16536,1.37424,0.33528,0.21739,0.2109,0.06826,2.75002,4.67396,1.21081,0.0007625,0.0007625,0.0007625
127,926.74,3.1784,5.95678,1.12387,0.42164,0.17391,0.18166,0.06734,2.76337,4.62531,1.205,0.0007526,0.0007526,0.0007526
128,934.26,2.86756,4.26164,1.5318,0.42164,0.17391,0.18166,0.06734,2.76337,4.62531,1.205,0.0007427,0.0007427,0.0007427
129,941.723,2.99816,5.06375,1.41195,0.46904,0.17391,0.17309,0.05911,2.90081,4.53356,1.23436,0.0007328,0.0007328,0.0007328
130,949.411,3.48752,5.3025,1.29456,0.46904,0.17391,0.17309,0.05911,2.90081,4.53356,1.23436,0.0007229,0.0007229,0.0007229
131,956.765,2.64222,5.66706,1.18845,0.22804,0.23158,0.15611,0.04692,2.91184,4.37044,1.24106,0.000713,0.000713,0.000713
132,964.858,2.86428,4.30826,1.38695,0.22804,0.23158,0.15611,0.04692,2.91184,4.37044,1.24106,0.0007031,0.0007031,0.0007031
133,972.815,3.14357,4.68433,1.4494,0.17223,0.21739,0.13096,0.04111,2.77691,4.29703,1.22668,0.0006932,0.0006932,0.0006932
134,980.965,2.82065,3.85737,1.35688,0.17223,0.21739,0.13096,0.04111,2.77691,4.29703,1.22668,0.0006833,0.0006833,0.0006833
135,988.691,2.83595,4.55826,1.37733,0.08562,0.13043,0.10591,0.03969,2.76484,4.32876,1.24127,0.0006734,0.0006734,0.0006734
136,996.007,3.43462,7.02313,1.10201,0.08562,0.13043,0.10591,0.03969,2.76484,4.32876,1.24127,0.0006635,0.0006635,0.0006635
137,1003.25,2.89177,4.41942,1.30443,0.09096,0.13942,0.09718,0.03684,2.72448,4.27782,1.23473,0.0006536,0.0006536,0.0006536
138,1010.46,3.08826,5.38549,1.14154,0.09096,0.13942,0.09718,0.03684,2.72448,4.27782,1.23473,0.0006437,0.0006437,0.0006437
139,1017.72,2.71886,4.71635,1.13904,0.15099,0.21739,0.11868,0.04737,2.76134,4.1654,1.24781,0.0006338,0.0006338,0.0006338
140,1025.07,3.18066,5.51706,1.1721,0.15099,0.21739,0.11868,0.04737,2.76134,4.1654,1.24781,0.0006239,0.0006239,0.0006239
141,1032.31,3.25131,5.05383,1.19308,0.55266,0.16249,0.18499,0.06801,2.78294,4.16859,1.25352,0.000614,0.000614,0.000614
142,1039.51,3.23234,4.8993,1.21724,0.55266,0.16249,0.18499,0.06801,2.78294,4.16859,1.25352,0.0006041,0.0006041,0.0006041
143,1046.77,3.01461,4.14507,1.48528,0.57545,0.17391,0.21047,0.08046,2.70893,4.02523,1.24346,0.0005942,0.0005942,0.0005942
144,1054.33,2.94595,4.15814,1.28856,0.57545,0.17391,0.21047,0.08046,2.70893,4.02523,1.24346,0.0005843,0.0005843,0.0005843
145,1061.6,3.08792,6.17837,1.09853,0.54437,0.17391,0.23165,0.0877,2.62861,3.89091,1.20387,0.0005744,0.0005744,0.0005744
146,1068.98,3.19126,4.14138,1.20941,0.54437,0.17391,0.23165,0.0877,2.62861,3.89091,1.20387,0.0005645,0.0005645,0.0005645
147,1076.8,2.87591,4.90885,1.17344,0.55259,0.21507,0.24166,0.07609,2.66556,3.8597,1.17978,0.0005546,0.0005546,0.0005546
148,1084.06,2.90223,4.0595,1.56219,0.55259,0.21507,0.24166,0.07609,2.66556,3.8597,1.17978,0.0005447,0.0005447,0.0005447
149,1091.58,2.92926,4.19229,1.38457,0.50609,0.21739,0.25085,0.07565,2.6977,3.86149,1.16788,0.0005348,0.0005348,0.0005348
150,1099.08,2.82462,4.8477,1.18484,0.50609,0.21739,0.25085,0.07565,2.6977,3.86149,1.16788,0.0005249,0.0005249,0.0005249
151,1107.65,3.04607,4.23135,1.29589,0.5303,0.21739,0.24792,0.07077,2.73086,3.8224,1.16147,0.000515,0.000515,0.000515
152,1115.28,3.05102,4.0755,1.26907,0.5303,0.21739,0.24792,0.07077,2.73086,3.8224,1.16147,0.0005051,0.0005051,0.0005051
153,1123.13,3.04157,4.69688,1.38692,0.44355,0.17391,0.20083,0.07745,2.62301,3.70568,1.14416,0.0004952,0.0004952,0.0004952
154,1130.88,2.65878,4.06615,1.34492,0.44355,0.17391,0.20083,0.07745,2.62301,3.70568,1.14416,0.0004853,0.0004853,0.0004853
155,1138.33,3.04015,4.63666,1.54516,0.32873,0.17391,0.1966,0.08553,2.51506,3.61374,1.13907,0.0004754,0.0004754,0.0004754
156,1145.76,2.83734,3.28348,1.29442,0.32873,0.17391,0.1966,0.08553,2.51506,3.61374,1.13907,0.0004655,0.0004655,0.0004655
157,1153.43,2.85954,4.52566,1.24676,0.24764,0.21739,0.18787,0.0836,2.46497,3.5719,1.13252,0.0004556,0.0004556,0.0004556
158,1160.74,2.75804,3.7361,1.26468,0.24764,0.21739,0.18787,0.0836,2.46497,3.5719,1.13252,0.0004457,0.0004457,0.0004457
159,1167.84,2.73147,4.55497,1.30255,0.2366,0.26087,0.19164,0.08211,2.39608,3.59886,1.14323,0.0004358,0.0004358,0.0004358
160,1174.97,2.60261,3.97622,1.28615,0.2366,0.26087,0.19164,0.08211,2.39608,3.59886,1.14323,0.0004259,0.0004259,0.0004259
161,1182.33,2.72384,4.88172,0.99166,0.21542,0.17391,0.1667,0.07155,2.41175,3.7169,1.17311,0.000416,0.000416,0.000416
162,1189.31,2.64681,4.51881,1.42889,0.21542,0.17391,0.1667,0.07155,2.41175,3.7169,1.17311,0.0004061,0.0004061,0.0004061
163,1196.11,2.60388,3.9376,1.21339,0.20112,0.21739,0.18078,0.06856,2.41087,3.70911,1.16395,0.0003962,0.0003962,0.0003962
164,1203.08,3.03055,4.90583,1.00231,0.20112,0.21739,0.18078,0.06856,2.41087,3.70911,1.16395,0.0003863,0.0003863,0.0003863
165,1209.87,2.95403,4.06094,1.31025,0.18986,0.21739,0.17744,0.0703,2.38229,3.5934,1.13263,0.0003764,0.0003764,0.0003764
166,1217,3.14356,5.4577,1.20875,0.18986,0.21739,0.17744,0.0703,2.38229,3.5934,1.13263,0.0003665,0.0003665,0.0003665
167,1224.21,2.91091,4.33897,1.54176,0.19827,0.21739,0.19739,0.07458,2.37674,3.54498,1.12349,0.0003566,0.0003566,0.0003566
168,1231.27,2.65354,4.96383,1.52406,0.19827,0.21739,0.19739,0.07458,2.37674,3.54498,1.12349,0.0003467,0.0003467,0.0003467
169,1238.14,2.54721,3.82896,1.09722,0.3451,0.30435,0.22941,0.08681,2.37236,3.51799,1.11479,0.0003368,0.0003368,0.0003368
170,1244.98,2.77835,4.17031,1.06927,0.3451,0.30435,0.22941,0.08681,2.37236,3.51799,1.11479,0.0003269,0.0003269,0.0003269
171,1251.87,2.95266,4.56015,1.26433,0.4047,0.26087,0.24561,0.09667,2.36327,3.57071,1.12275,0.000317,0.000317,0.000317
172,1258.62,2.93011,4.43973,1.23421,0.4047,0.26087,0.24561,0.09667,2.36327,3.57071,1.12275,0.0003071,0.0003071,0.0003071
173,1265.42,2.56752,3.50309,1.52666,0.39192,0.30435,0.27774,0.1101,2.36253,3.55256,1.12556,0.0002972,0.0002972,0.0002972
174,1272.28,2.53577,3.57295,1.2359,0.39192,0.30435,0.27774,0.1101,2.36253,3.55256,1.12556,0.0002873,0.0002873,0.0002873
175,1279.16,2.65647,4.45522,1.42099,0.44446,0.30435,0.27839,0.11249,2.37992,3.51726,1.1334,0.0002774,0.0002774,0.0002774
176,1286.02,2.93942,4.29399,1.34386,0.44446,0.30435,0.27839,0.11249,2.37992,3.51726,1.1334,0.0002675,0.0002675,0.0002675
177,1292.85,2.93755,4.25117,1.14364,0.41725,0.26087,0.2648,0.11294,2.39729,3.53682,1.13447,0.0002576,0.0002576,0.0002576
178,1299.99,1.99921,4.00638,1.00142,0.41725,0.26087,0.2648,0.11294,2.39729,3.53682,1.13447,0.0002477,0.0002477,0.0002477
179,1306.88,2.76706,4.87088,1.04722,0.40002,0.26089,0.24513,0.10221,2.40223,3.56764,1.14063,0.0002378,0.0002378,0.0002378
180,1313.72,2.92293,4.72227,1.19973,0.40002,0.26089,0.24513,0.10221,2.40223,3.56764,1.14063,0.0002279,0.0002279,0.0002279
181,1320.54,2.42273,3.93751,1.32817,0.39508,0.26087,0.24162,0.10897,2.40527,3.57664,1.14753,0.000218,0.000218,0.000218
182,1327.47,2.6245,3.29213,1.44531,0.39508,0.26087,0.24162,0.10897,2.40527,3.57664,1.14753,0.0002081,0.0002081,0.0002081
183,1334.23,2.84949,3.98724,1.23974,0.38326,0.29754,0.21108,0.09434,2.38554,3.5615,1.15362,0.0001982,0.0001982,0.0001982
184,1340.99,2.62298,3.3558,1.25239,0.38326,0.29754,0.21108,0.09434,2.38554,3.5615,1.15362,0.0001883,0.0001883,0.0001883
185,1347.89,2.88481,4.21724,1.22384,0.28167,0.26087,0.19762,0.0907,2.33973,3.56301,1.14606,0.0001784,0.0001784,0.0001784
186,1354.66,3.02985,4.34272,1.12419,0.28167,0.26087,0.19762,0.0907,2.33973,3.56301,1.14606,0.0001685,0.0001685,0.0001685
187,1361.56,2.7389,3.72328,1.26197,0.2137,0.26087,0.20017,0.08983,2.28692,3.56586,1.13487,0.0001586,0.0001586,0.0001586
188,1368.36,2.66083,4.54121,1.00632,0.2137,0.26087,0.20017,0.08983,2.28692,3.56586,1.13487,0.0001487,0.0001487,0.0001487
189,1375.15,2.6942,3.6008,1.28166,0.24556,0.26087,0.20515,0.09155,2.26732,3.54166,1.1324,0.0001388,0.0001388,0.0001388
190,1382.02,2.78209,4.81928,1.17192,0.24556,0.26087,0.20515,0.09155,2.26732,3.54166,1.1324,0.0001289,0.0001289,0.0001289
191,1388.9,2.51669,5.08252,1.32473,0.24494,0.26087,0.20319,0.09399,2.25151,3.51934,1.12328,0.000119,0.000119,0.000119
192,1395.81,2.64873,6.3494,0.89342,0.24494,0.26087,0.20319,0.09399,2.25151,3.51934,1.12328,0.0001091,0.0001091,0.0001091
193,1402.56,1.94404,7.48577,0.84047,0.25806,0.30435,0.20363,0.09189,2.26664,3.49725,1.12111,9.92e-05,9.92e-05,9.92e-05
194,1409.28,2.94332,6.18618,1.31713,0.25806,0.30435,0.20363,0.09189,2.26664,3.49725,1.12111,8.93e-05,8.93e-05,8.93e-05
195,1415.99,2.58481,5.01576,1.25397,0.23617,0.26087,0.21093,0.09607,2.2909,3.488,1.12209,7.94e-05,7.94e-05,7.94e-05
196,1422.78,2.47619,5.02615,0.95734,0.23617,0.26087,0.21093,0.09607,2.2909,3.488,1.12209,6.95e-05,6.95e-05,6.95e-05
197,1429.52,2.39688,5.05827,1.1113,0.25366,0.26087,0.21728,0.09405,2.31502,3.49505,1.12145,5.96e-05,5.96e-05,5.96e-05
198,1436.33,2.75358,5.87833,0.99018,0.25366,0.26087,0.21728,0.09405,2.31502,3.49505,1.12145,4.97e-05,4.97e-05,4.97e-05
199,1443.24,3.31215,6.51,1.36794,0.30717,0.34783,0.21376,0.08756,2.31954,3.5016,1.12013,3.98e-05,3.98e-05,3.98e-05
200,1450.01,2.77419,6.36349,1.19875,0.30717,0.34783,0.21376,0.08756,2.31954,3.5016,1.12013,2.99e-05,2.99e-05,2.99e-05
1 epoch time train/box_loss train/cls_loss train/dfl_loss metrics/precision(B) metrics/recall(B) metrics/mAP50(B) metrics/mAP50-95(B) val/box_loss val/cls_loss val/dfl_loss lr/pg0 lr/pg1 lr/pg2
2 1 7.67175 3.33818 23.7238 2.22875 0 0 0 0 1.98146 43.3884 1.37384 6e-05 6e-05 6e-05
3 2 14.7667 3.68627 38.1044 2.30675 0 0 0 0 1.84861 42.6061 1.16441 0.000139307 0.000139307 0.000139307
4 3 22.0222 2.46803 26.9901 1.51596 0 0 0 0 1.77636 42.3895 1.06512 0.000217822 0.000217822 0.000217822
5 4 29.0662 4.18726 32.1247 1.95772 0 0 0 0 2.02316 43.0645 1.02302 0.000295545 0.000295545 0.000295545
6 5 35.9356 4.26609 22.7446 2.00306 0 0 0 0 2.9761 43.0421 1.45064 0.000372476 0.000372476 0.000372476
7 6 42.8789 3.00925 28.9391 1.54453 0.00012 0.04348 7e-05 3e-05 3.20461 43.5753 1.47016 0.000448615 0.000448615 0.000448615
8 7 50.1117 2.91933 20.0021 1.45107 0.00012 0.04348 7e-05 1e-05 4.91988 44.0534 1.84512 0.000523962 0.000523962 0.000523962
9 8 57.5754 4.19684 28.989 1.83986 0.00012 0.04348 7e-05 1e-05 4.43681 43.9693 1.83308 0.000598517 0.000598517 0.000598517
10 9 65.7326 3.46424 16.4966 1.86169 0.00037 0.13043 0.00025 4e-05 4.59608 43.9954 1.84795 0.00067228 0.00067228 0.00067228
11 10 73.695 3.43612 20.265 1.40115 0 0 0 0 4.56316 43.9734 1.84604 0.000745251 0.000745251 0.000745251
12 11 81.8321 3.32778 15.3271 1.50983 0 0 0 0 4.8096 38.3515 2.00921 0.00081743 0.00081743 0.00081743
13 12 88.9816 3.76875 18.0051 1.80679 0 0 0 0 4.70634 29.3632 1.92258 0.000888817 0.000888817 0.000888817
14 13 96.0619 3.82446 15.1232 1.78312 0 0 0 0 4.5048 25.512 1.88373 0.000959412 0.000959412 0.000959412
15 14 103.032 3.04974 15.2647 1.5028 0 0 0 0 3.98172 24.3047 1.66234 0.00102922 0.00102922 0.00102922
16 15 109.994 3.69636 25.2917 1.20034 0 0 0 0 3.32604 19.3027 1.5027 0.00109823 0.00109823 0.00109823
17 16 116.948 3.6146 17.0084 1.42204 0 0 0 0 3.32604 19.3027 1.5027 0.00116645 0.00116645 0.00116645
18 17 124.24 4.07913 14.8206 1.97662 0 0 0 0 3.55241 18.786 1.40297 0.00123387 0.00123387 0.00123387
19 18 131.226 3.53653 12.0459 1.5631 0.00025 0.08696 0.00015 4e-05 3.37751 16.3109 1.41306 0.00130051 0.00130051 0.00130051
20 19 138.103 2.80417 11.734 1.46455 0.00025 0.08696 0.00015 4e-05 3.37751 16.3109 1.41306 0.00136635 0.00136635 0.00136635
21 20 144.994 3.5856 11.9624 1.78103 0.00012 0.04348 7e-05 1e-05 3.58071 14.521 1.41894 0.0014314 0.0014314 0.0014314
22 21 152.006 3.47028 12.5768 1.6003 0.00012 0.04348 7e-05 1e-05 3.70927 14.6329 1.55006 0.00149566 0.00149566 0.00149566
23 22 158.972 2.76293 19.1505 1.05483 0.00012 0.04348 7e-05 1e-05 3.70927 14.6329 1.55006 0.00155913 0.00155913 0.00155913
24 23 165.84 3.83321 12.9756 1.6299 0 0 0 0 3.9113 14.9714 1.68023 0.0016218 0.0016218 0.0016218
25 24 173.275 3.50596 15.4302 1.42133 0 0 0 0 3.9113 14.9714 1.68023 0.00168368 0.00168368 0.00168368
26 25 180.352 3.778 12.1993 1.56275 0.00012 0.04348 7e-05 1e-05 4.02293 13.5898 1.55138 0.00174478 0.00174478 0.00174478
27 26 187.434 3.67882 11.1782 1.79157 0.00012 0.04348 7e-05 1e-05 4.02293 13.5898 1.55138 0.0017525 0.0017525 0.0017525
28 27 194.42 3.54845 10.9842 1.63691 0.00049 0.17391 0.00037 0.00011 3.72351 12.2956 1.4795 0.0017426 0.0017426 0.0017426
29 28 201.4 3.59353 9.83604 2.00941 0.00049 0.17391 0.00037 0.00011 3.72351 12.2956 1.4795 0.0017327 0.0017327 0.0017327
30 29 208.427 3.72065 14.8536 1.44301 0.00074 0.26087 0.00497 0.00053 3.86143 11.4864 1.58968 0.0017228 0.0017228 0.0017228
31 30 215.441 3.64667 9.59876 1.58975 0.00074 0.26087 0.00497 0.00053 3.86143 11.4864 1.58968 0.0017129 0.0017129 0.0017129
32 31 222.322 3.25163 10.0732 1.49251 0.00037 0.13043 0.00025 3e-05 4.12022 10.9942 1.73441 0.001703 0.001703 0.001703
33 32 229.411 3.49124 9.95963 1.55388 0.00037 0.13043 0.00025 3e-05 4.12022 10.9942 1.73441 0.0016931 0.0016931 0.0016931
34 33 236.542 3.95321 10.3855 1.54027 0.00074 0.26087 0.00146 0.00023 3.72394 9.2664 1.56685 0.0016832 0.0016832 0.0016832
35 34 243.49 3.47924 10.6517 1.54188 0.00074 0.26087 0.00146 0.00023 3.72394 9.2664 1.56685 0.0016733 0.0016733 0.0016733
36 35 250.58 2.97248 13.8707 0.9906 0.00111 0.3913 0.00135 0.00024 3.76329 10.9951 1.50483 0.0016634 0.0016634 0.0016634
37 36 258.322 3.18579 11.8287 1.26329 0.00111 0.3913 0.00135 0.00024 3.76329 10.9951 1.50483 0.0016535 0.0016535 0.0016535
38 37 266.355 3.60915 8.55345 1.4405 0.00037 0.13043 0.00022 4e-05 3.73347 10.4776 1.61289 0.0016436 0.0016436 0.0016436
39 38 274.144 3.65743 9.91549 1.57538 0.00037 0.13043 0.00022 4e-05 3.73347 10.4776 1.61289 0.0016337 0.0016337 0.0016337
40 39 282.365 3.66097 8.93848 1.67622 0.00099 0.34783 0.00178 0.00057 3.57521 10.9217 1.37749 0.0016238 0.0016238 0.0016238
41 40 290.474 2.61989 12.0775 1.15716 0.00099 0.34783 0.00178 0.00057 3.57521 10.9217 1.37749 0.0016139 0.0016139 0.0016139
42 41 298.568 3.40025 9.79271 1.56297 0 0 0 0 3.44676 21.8107 1.61633 0.001604 0.001604 0.001604
43 42 306.326 3.78989 11.1282 1.57367 0 0 0 0 3.44676 21.8107 1.61633 0.0015941 0.0015941 0.0015941
44 43 314.312 3.7442 7.65405 1.82265 0.00025 0.08696 0.00016 4e-05 3.9985 30.8196 1.72503 0.0015842 0.0015842 0.0015842
45 44 322.13 3.78645 10.1119 1.66633 0.00025 0.08696 0.00016 4e-05 3.9985 30.8196 1.72503 0.0015743 0.0015743 0.0015743
46 45 330.085 3.32042 11.1738 1.59454 0.01215 0.04348 0.02454 0.01408 3.7557 12.9649 1.55459 0.0015644 0.0015644 0.0015644
47 46 337.97 3.25112 9.71709 1.29577 0.01215 0.04348 0.02454 0.01408 3.7557 12.9649 1.55459 0.0015545 0.0015545 0.0015545
48 47 345.882 3.39477 9.47751 1.39854 0.37914 0.04348 0.03043 0.01259 3.36999 10.3713 1.42097 0.0015446 0.0015446 0.0015446
49 48 353.747 2.7614 9.93368 1.22195 0.37914 0.04348 0.03043 0.01259 3.36999 10.3713 1.42097 0.0015347 0.0015347 0.0015347
50 49 361.597 3.30457 10.1489 1.06588 0.42066 0.04348 0.03904 0.01996 3.06653 9.06463 1.36852 0.0015248 0.0015248 0.0015248
51 50 368.473 3.88342 8.02617 1.49362 0.42066 0.04348 0.03904 0.01996 3.06653 9.06463 1.36852 0.0015149 0.0015149 0.0015149
52 51 375.389 3.10152 10.2924 1.12533 0.19752 0.08696 0.02972 0.01395 3.3016 8.87283 1.40276 0.001505 0.001505 0.001505
53 52 382.272 3.04099 8.79433 1.30693 0.19752 0.08696 0.02972 0.01395 3.3016 8.87283 1.40276 0.0014951 0.0014951 0.0014951
54 53 389.121 3.43477 9.36315 1.41038 0.00099 0.34783 0.01496 0.0073 3.1001 8.35011 1.32178 0.0014852 0.0014852 0.0014852
55 54 395.985 3.45945 8.03917 1.6276 0.00099 0.34783 0.01496 0.0073 3.1001 8.35011 1.32178 0.0014753 0.0014753 0.0014753
56 55 402.89 3.84303 9.91265 1.4006 0.0005 0.08696 0.05537 0.02819 3.24695 8.89623 1.35056 0.0014654 0.0014654 0.0014654
57 56 409.656 3.46079 8.61092 1.45664 0.0005 0.08696 0.05537 0.02819 3.24695 8.89623 1.35056 0.0014555 0.0014555 0.0014555
58 57 416.546 3.3657 8.96739 1.45865 0.00074 0.26087 0.04686 0.02312 3.37368 8.5669 1.44539 0.0014456 0.0014456 0.0014456
59 58 423.428 3.47113 7.97491 1.46574 0.00074 0.26087 0.04686 0.02312 3.37368 8.5669 1.44539 0.0014357 0.0014357 0.0014357
60 59 430.212 3.69914 8.30638 1.51783 0.00037 0.13043 0.00344 0.0017 3.26125 8.65279 1.46521 0.0014258 0.0014258 0.0014258
61 60 437.043 3.90378 8.29619 1.39269 0.00037 0.13043 0.00344 0.0017 3.26125 8.65279 1.46521 0.0014159 0.0014159 0.0014159
62 61 443.98 3.58374 10.9564 1.57113 0.00037 0.13043 0.00472 0.00279 3.38352 10.252 1.42502 0.001406 0.001406 0.001406
63 62 450.913 3.40562 11.8896 1.50077 0.00037 0.13043 0.00472 0.00279 3.38352 10.252 1.42502 0.0013961 0.0013961 0.0013961
64 63 458.099 3.88653 7.66123 1.60225 0.00915 0.04348 0.04514 0.02706 3.57895 10.9112 1.36456 0.0013862 0.0013862 0.0013862
65 64 464.978 3.23835 7.07135 1.47135 0.00915 0.04348 0.04514 0.02706 3.57895 10.9112 1.36456 0.0013763 0.0013763 0.0013763
66 65 471.883 3.58619 12.2105 1.38402 0.07763 0.04348 0.04568 0.02721 3.49677 10.1952 1.35338 0.0013664 0.0013664 0.0013664
67 66 478.722 3.1762 7.68927 1.43631 0.07763 0.04348 0.04568 0.02721 3.49677 10.1952 1.35338 0.0013565 0.0013565 0.0013565
68 67 485.567 3.54956 7.70442 1.60638 0.41247 0.04348 0.02741 0.01989 3.40184 9.96382 1.34053 0.0013466 0.0013466 0.0013466
69 68 492.391 3.30323 6.59424 1.82027 0.41247 0.04348 0.02741 0.01989 3.40184 9.96382 1.34053 0.0013367 0.0013367 0.0013367
70 69 499.395 3.75562 8.76357 1.31174 0.87703 0.04348 0.0576 0.03996 3.35866 8.55307 1.42087 0.0013268 0.0013268 0.0013268
71 70 506.644 3.80463 6.88565 1.58859 0.87703 0.04348 0.0576 0.03996 3.35866 8.55307 1.42087 0.0013169 0.0013169 0.0013169
72 71 513.495 3.98365 8.93075 1.46535 0.85709 0.04348 0.06225 0.03618 3.0538 7.05221 1.31555 0.001307 0.001307 0.001307
73 72 520.454 2.97073 6.88073 1.38449 0.85709 0.04348 0.06225 0.03618 3.0538 7.05221 1.31555 0.0012971 0.0012971 0.0012971
74 73 527.421 3.81569 7.39187 1.44489 0.76826 0.04348 0.05233 0.02857 2.77081 6.99368 1.25939 0.0012872 0.0012872 0.0012872
75 74 534.295 3.51477 6.22901 1.43552 0.76826 0.04348 0.05233 0.02857 2.77081 6.99368 1.25939 0.0012773 0.0012773 0.0012773
76 75 541.242 3.07676 9.11662 1.2376 0.3529 0.04348 0.05671 0.01953 2.98132 7.62198 1.31726 0.0012674 0.0012674 0.0012674
77 76 548.161 3.05091 6.7295 1.28989 0.3529 0.04348 0.05671 0.01953 2.98132 7.62198 1.31726 0.0012575 0.0012575 0.0012575
78 77 555.059 3.35479 6.95939 1.50057 0.79778 0.04348 0.04551 0.01594 3.11011 7.98643 1.34782 0.0012476 0.0012476 0.0012476
79 78 561.868 3.3782 7.09551 1.74205 0.79778 0.04348 0.04551 0.01594 3.11011 7.98643 1.34782 0.0012377 0.0012377 0.0012377
80 79 568.758 3.26676 8.20077 1.13949 0.86643 0.04348 0.05444 0.01282 3.47601 7.75322 1.41056 0.0012278 0.0012278 0.0012278
81 80 575.601 3.50368 7.06694 1.49786 0.86643 0.04348 0.05444 0.01282 3.47601 7.75322 1.41056 0.0012179 0.0012179 0.0012179
82 81 583.35 3.12596 5.63721 1.64504 0.49521 0.04348 0.04563 0.01222 3.60223 8.10467 1.46386 0.001208 0.001208 0.001208
83 82 590.696 3.26191 7.21312 1.46553 0.49521 0.04348 0.04563 0.01222 3.60223 8.10467 1.46386 0.0011981 0.0011981 0.0011981
84 83 597.807 3.89168 9.14613 1.47748 0.77059 0.04348 0.04549 0.01812 3.58638 8.05147 1.46044 0.0011882 0.0011882 0.0011882
85 84 604.823 3.62923 6.75764 1.5515 0.77059 0.04348 0.04549 0.01812 3.58638 8.05147 1.46044 0.0011783 0.0011783 0.0011783
86 85 611.729 2.6819 7.72879 1.12923 0.49317 0.04348 0.09182 0.02758 3.41456 7.31337 1.37236 0.0011684 0.0011684 0.0011684
87 86 618.69 2.95822 5.85963 1.45659 0.49317 0.04348 0.09182 0.02758 3.41456 7.31337 1.37236 0.0011585 0.0011585 0.0011585
88 87 625.734 3.10241 6.85348 1.31005 0.29475 0.07438 0.08683 0.02778 3.31429 6.78214 1.31901 0.0011486 0.0011486 0.0011486
89 88 633.076 3.69037 7.54825 1.27198 0.29475 0.07438 0.08683 0.02778 3.31429 6.78214 1.31901 0.0011387 0.0011387 0.0011387
90 89 640.904 3.6419 7.13831 1.54652 0.29555 0.13043 0.08366 0.02705 3.11417 6.34447 1.28227 0.0011288 0.0011288 0.0011288
91 90 649.74 3.71355 6.83954 1.77215 0.29555 0.13043 0.08366 0.02705 3.11417 6.34447 1.28227 0.0011189 0.0011189 0.0011189
92 91 657.764 3.41825 6.14684 1.46878 0.25589 0.13043 0.07893 0.0299 3.0443 6.24256 1.31389 0.001109 0.001109 0.001109
93 92 665.33 3.32337 7.49532 1.34164 0.25589 0.13043 0.07893 0.0299 3.0443 6.24256 1.31389 0.0010991 0.0010991 0.0010991
94 93 672.99 3.14074 5.93117 1.19986 0.40458 0.11948 0.08583 0.0412 3.09095 5.98146 1.33437 0.0010892 0.0010892 0.0010892
95 94 681.062 2.92875 5.60562 1.48116 0.40458 0.11948 0.08583 0.0412 3.09095 5.98146 1.33437 0.0010793 0.0010793 0.0010793
96 95 688.881 3.11089 5.81398 1.46401 0.17904 0.048 0.09511 0.03909 3.15689 5.50977 1.35273 0.0010694 0.0010694 0.0010694
97 96 696.751 3.64679 6.05314 1.31357 0.17904 0.048 0.09511 0.03909 3.15689 5.50977 1.35273 0.0010595 0.0010595 0.0010595
98 97 704.289 2.64705 6.01788 1.34444 0.23578 0.04348 0.08192 0.0396 3.02756 5.44127 1.29057 0.0010496 0.0010496 0.0010496
99 98 712.046 2.84844 6.13607 1.04203 0.23578 0.04348 0.08192 0.0396 3.02756 5.44127 1.29057 0.0010397 0.0010397 0.0010397
100 99 719.836 3.29721 6.62664 1.4533 0.16479 0.04348 0.08357 0.04443 2.9701 5.48331 1.25949 0.0010298 0.0010298 0.0010298
101 100 727.272 2.89617 5.96289 1.40242 0.16479 0.04348 0.08357 0.04443 2.9701 5.48331 1.25949 0.0010199 0.0010199 0.0010199
102 101 734.476 3.74798 5.65291 1.51768 0.3489 0.07215 0.10477 0.0516 3.00323 5.4438 1.25951 0.00101 0.00101 0.00101
103 102 741.678 3.42207 8.28557 1.20414 0.3489 0.07215 0.10477 0.0516 3.00323 5.4438 1.25951 0.0010001 0.0010001 0.0010001
104 103 748.94 3.75177 7.40106 1.269 0.37179 0.13043 0.13799 0.05083 3.03011 5.5939 1.25384 0.0009902 0.0009902 0.0009902
105 104 756.192 3.02588 5.38093 1.50808 0.37179 0.13043 0.13799 0.05083 3.03011 5.5939 1.25384 0.0009803 0.0009803 0.0009803
106 105 763.446 3.40161 5.5295 1.5238 0.53186 0.13043 0.13182 0.04719 3.11538 5.65191 1.25841 0.0009704 0.0009704 0.0009704
107 106 770.695 3.89386 6.08814 1.46422 0.53186 0.13043 0.13182 0.04719 3.11538 5.65191 1.25841 0.0009605 0.0009605 0.0009605
108 107 778.106 2.74704 5.23565 1.51874 0.67143 0.13043 0.15543 0.05757 3.05548 5.52615 1.271 0.0009506 0.0009506 0.0009506
109 108 785.468 3.65942 6.72757 1.24077 0.67143 0.13043 0.15543 0.05757 3.05548 5.52615 1.271 0.0009407 0.0009407 0.0009407
110 109 792.791 3.08988 5.30551 1.22918 0.67361 0.13043 0.17608 0.06208 3.05306 5.17206 1.28089 0.0009308 0.0009308 0.0009308
111 110 800.037 3.1854 4.55588 1.59909 0.67361 0.13043 0.17608 0.06208 3.05306 5.17206 1.28089 0.0009209 0.0009209 0.0009209
112 111 807.406 3.78205 7.13702 1.20218 0.63183 0.13043 0.17079 0.06623 3.02448 4.95719 1.25328 0.000911 0.000911 0.000911
113 112 814.832 3.42456 6.01006 1.29053 0.63183 0.13043 0.17079 0.06623 3.02448 4.95719 1.25328 0.0009011 0.0009011 0.0009011
114 113 822.655 3.40308 6.09004 1.48705 0.70716 0.13043 0.15652 0.0797 2.7847 4.85583 1.21628 0.0008912 0.0008912 0.0008912
115 114 830.201 2.94038 4.68236 1.48959 0.70716 0.13043 0.15652 0.0797 2.7847 4.85583 1.21628 0.0008813 0.0008813 0.0008813
116 115 838.065 3.55677 5.0186 1.36621 0.55531 0.05791 0.1562 0.07756 2.79253 4.96684 1.2431 0.0008714 0.0008714 0.0008714
117 116 845.378 2.9256 5.3895 1.4512 0.55531 0.05791 0.1562 0.07756 2.79253 4.96684 1.2431 0.0008615 0.0008615 0.0008615
118 117 852.74 3.73569 5.83203 1.26108 0.52714 0.05056 0.18822 0.07733 2.8228 4.94945 1.25197 0.0008516 0.0008516 0.0008516
119 118 859.983 3.22827 5.09435 1.42699 0.52714 0.05056 0.18822 0.07733 2.8228 4.94945 1.25197 0.0008417 0.0008417 0.0008417
120 119 867.332 3.15047 8.21984 1.2785 0.38892 0.04348 0.18536 0.06896 2.86148 4.86387 1.26846 0.0008318 0.0008318 0.0008318
121 120 874.631 3.15288 6.87171 1.27519 0.38892 0.04348 0.18536 0.06896 2.86148 4.86387 1.26846 0.0008219 0.0008219 0.0008219
122 121 881.915 2.62753 5.65685 1.21845 0.57004 0.13043 0.20859 0.0683 2.88644 4.7047 1.24775 0.000812 0.000812 0.000812
123 122 889.179 2.84298 4.18379 1.33158 0.57004 0.13043 0.20859 0.0683 2.88644 4.7047 1.24775 0.0008021 0.0008021 0.0008021
124 123 896.57 3.37835 8.66224 1.15998 0.3549 0.21739 0.2256 0.06801 2.83299 4.6529 1.22659 0.0007922 0.0007922 0.0007922
125 124 904.175 3.70091 6.73601 1.36746 0.3549 0.21739 0.2256 0.06801 2.83299 4.6529 1.22659 0.0007823 0.0007823 0.0007823
126 125 911.629 3.18319 8.07203 1.24929 0.33528 0.21739 0.2109 0.06826 2.75002 4.67396 1.21081 0.0007724 0.0007724 0.0007724
127 126 919.246 3.35094 6.16536 1.37424 0.33528 0.21739 0.2109 0.06826 2.75002 4.67396 1.21081 0.0007625 0.0007625 0.0007625
128 127 926.74 3.1784 5.95678 1.12387 0.42164 0.17391 0.18166 0.06734 2.76337 4.62531 1.205 0.0007526 0.0007526 0.0007526
129 128 934.26 2.86756 4.26164 1.5318 0.42164 0.17391 0.18166 0.06734 2.76337 4.62531 1.205 0.0007427 0.0007427 0.0007427
130 129 941.723 2.99816 5.06375 1.41195 0.46904 0.17391 0.17309 0.05911 2.90081 4.53356 1.23436 0.0007328 0.0007328 0.0007328
131 130 949.411 3.48752 5.3025 1.29456 0.46904 0.17391 0.17309 0.05911 2.90081 4.53356 1.23436 0.0007229 0.0007229 0.0007229
132 131 956.765 2.64222 5.66706 1.18845 0.22804 0.23158 0.15611 0.04692 2.91184 4.37044 1.24106 0.000713 0.000713 0.000713
133 132 964.858 2.86428 4.30826 1.38695 0.22804 0.23158 0.15611 0.04692 2.91184 4.37044 1.24106 0.0007031 0.0007031 0.0007031
134 133 972.815 3.14357 4.68433 1.4494 0.17223 0.21739 0.13096 0.04111 2.77691 4.29703 1.22668 0.0006932 0.0006932 0.0006932
135 134 980.965 2.82065 3.85737 1.35688 0.17223 0.21739 0.13096 0.04111 2.77691 4.29703 1.22668 0.0006833 0.0006833 0.0006833
136 135 988.691 2.83595 4.55826 1.37733 0.08562 0.13043 0.10591 0.03969 2.76484 4.32876 1.24127 0.0006734 0.0006734 0.0006734
137 136 996.007 3.43462 7.02313 1.10201 0.08562 0.13043 0.10591 0.03969 2.76484 4.32876 1.24127 0.0006635 0.0006635 0.0006635
138 137 1003.25 2.89177 4.41942 1.30443 0.09096 0.13942 0.09718 0.03684 2.72448 4.27782 1.23473 0.0006536 0.0006536 0.0006536
139 138 1010.46 3.08826 5.38549 1.14154 0.09096 0.13942 0.09718 0.03684 2.72448 4.27782 1.23473 0.0006437 0.0006437 0.0006437
140 139 1017.72 2.71886 4.71635 1.13904 0.15099 0.21739 0.11868 0.04737 2.76134 4.1654 1.24781 0.0006338 0.0006338 0.0006338
141 140 1025.07 3.18066 5.51706 1.1721 0.15099 0.21739 0.11868 0.04737 2.76134 4.1654 1.24781 0.0006239 0.0006239 0.0006239
142 141 1032.31 3.25131 5.05383 1.19308 0.55266 0.16249 0.18499 0.06801 2.78294 4.16859 1.25352 0.000614 0.000614 0.000614
143 142 1039.51 3.23234 4.8993 1.21724 0.55266 0.16249 0.18499 0.06801 2.78294 4.16859 1.25352 0.0006041 0.0006041 0.0006041
144 143 1046.77 3.01461 4.14507 1.48528 0.57545 0.17391 0.21047 0.08046 2.70893 4.02523 1.24346 0.0005942 0.0005942 0.0005942
145 144 1054.33 2.94595 4.15814 1.28856 0.57545 0.17391 0.21047 0.08046 2.70893 4.02523 1.24346 0.0005843 0.0005843 0.0005843
146 145 1061.6 3.08792 6.17837 1.09853 0.54437 0.17391 0.23165 0.0877 2.62861 3.89091 1.20387 0.0005744 0.0005744 0.0005744
147 146 1068.98 3.19126 4.14138 1.20941 0.54437 0.17391 0.23165 0.0877 2.62861 3.89091 1.20387 0.0005645 0.0005645 0.0005645
148 147 1076.8 2.87591 4.90885 1.17344 0.55259 0.21507 0.24166 0.07609 2.66556 3.8597 1.17978 0.0005546 0.0005546 0.0005546
149 148 1084.06 2.90223 4.0595 1.56219 0.55259 0.21507 0.24166 0.07609 2.66556 3.8597 1.17978 0.0005447 0.0005447 0.0005447
150 149 1091.58 2.92926 4.19229 1.38457 0.50609 0.21739 0.25085 0.07565 2.6977 3.86149 1.16788 0.0005348 0.0005348 0.0005348
151 150 1099.08 2.82462 4.8477 1.18484 0.50609 0.21739 0.25085 0.07565 2.6977 3.86149 1.16788 0.0005249 0.0005249 0.0005249
152 151 1107.65 3.04607 4.23135 1.29589 0.5303 0.21739 0.24792 0.07077 2.73086 3.8224 1.16147 0.000515 0.000515 0.000515
153 152 1115.28 3.05102 4.0755 1.26907 0.5303 0.21739 0.24792 0.07077 2.73086 3.8224 1.16147 0.0005051 0.0005051 0.0005051
154 153 1123.13 3.04157 4.69688 1.38692 0.44355 0.17391 0.20083 0.07745 2.62301 3.70568 1.14416 0.0004952 0.0004952 0.0004952
155 154 1130.88 2.65878 4.06615 1.34492 0.44355 0.17391 0.20083 0.07745 2.62301 3.70568 1.14416 0.0004853 0.0004853 0.0004853
156 155 1138.33 3.04015 4.63666 1.54516 0.32873 0.17391 0.1966 0.08553 2.51506 3.61374 1.13907 0.0004754 0.0004754 0.0004754
157 156 1145.76 2.83734 3.28348 1.29442 0.32873 0.17391 0.1966 0.08553 2.51506 3.61374 1.13907 0.0004655 0.0004655 0.0004655
158 157 1153.43 2.85954 4.52566 1.24676 0.24764 0.21739 0.18787 0.0836 2.46497 3.5719 1.13252 0.0004556 0.0004556 0.0004556
159 158 1160.74 2.75804 3.7361 1.26468 0.24764 0.21739 0.18787 0.0836 2.46497 3.5719 1.13252 0.0004457 0.0004457 0.0004457
160 159 1167.84 2.73147 4.55497 1.30255 0.2366 0.26087 0.19164 0.08211 2.39608 3.59886 1.14323 0.0004358 0.0004358 0.0004358
161 160 1174.97 2.60261 3.97622 1.28615 0.2366 0.26087 0.19164 0.08211 2.39608 3.59886 1.14323 0.0004259 0.0004259 0.0004259
162 161 1182.33 2.72384 4.88172 0.99166 0.21542 0.17391 0.1667 0.07155 2.41175 3.7169 1.17311 0.000416 0.000416 0.000416
163 162 1189.31 2.64681 4.51881 1.42889 0.21542 0.17391 0.1667 0.07155 2.41175 3.7169 1.17311 0.0004061 0.0004061 0.0004061
164 163 1196.11 2.60388 3.9376 1.21339 0.20112 0.21739 0.18078 0.06856 2.41087 3.70911 1.16395 0.0003962 0.0003962 0.0003962
165 164 1203.08 3.03055 4.90583 1.00231 0.20112 0.21739 0.18078 0.06856 2.41087 3.70911 1.16395 0.0003863 0.0003863 0.0003863
166 165 1209.87 2.95403 4.06094 1.31025 0.18986 0.21739 0.17744 0.0703 2.38229 3.5934 1.13263 0.0003764 0.0003764 0.0003764
167 166 1217 3.14356 5.4577 1.20875 0.18986 0.21739 0.17744 0.0703 2.38229 3.5934 1.13263 0.0003665 0.0003665 0.0003665
168 167 1224.21 2.91091 4.33897 1.54176 0.19827 0.21739 0.19739 0.07458 2.37674 3.54498 1.12349 0.0003566 0.0003566 0.0003566
169 168 1231.27 2.65354 4.96383 1.52406 0.19827 0.21739 0.19739 0.07458 2.37674 3.54498 1.12349 0.0003467 0.0003467 0.0003467
170 169 1238.14 2.54721 3.82896 1.09722 0.3451 0.30435 0.22941 0.08681 2.37236 3.51799 1.11479 0.0003368 0.0003368 0.0003368
171 170 1244.98 2.77835 4.17031 1.06927 0.3451 0.30435 0.22941 0.08681 2.37236 3.51799 1.11479 0.0003269 0.0003269 0.0003269
172 171 1251.87 2.95266 4.56015 1.26433 0.4047 0.26087 0.24561 0.09667 2.36327 3.57071 1.12275 0.000317 0.000317 0.000317
173 172 1258.62 2.93011 4.43973 1.23421 0.4047 0.26087 0.24561 0.09667 2.36327 3.57071 1.12275 0.0003071 0.0003071 0.0003071
174 173 1265.42 2.56752 3.50309 1.52666 0.39192 0.30435 0.27774 0.1101 2.36253 3.55256 1.12556 0.0002972 0.0002972 0.0002972
175 174 1272.28 2.53577 3.57295 1.2359 0.39192 0.30435 0.27774 0.1101 2.36253 3.55256 1.12556 0.0002873 0.0002873 0.0002873
176 175 1279.16 2.65647 4.45522 1.42099 0.44446 0.30435 0.27839 0.11249 2.37992 3.51726 1.1334 0.0002774 0.0002774 0.0002774
177 176 1286.02 2.93942 4.29399 1.34386 0.44446 0.30435 0.27839 0.11249 2.37992 3.51726 1.1334 0.0002675 0.0002675 0.0002675
178 177 1292.85 2.93755 4.25117 1.14364 0.41725 0.26087 0.2648 0.11294 2.39729 3.53682 1.13447 0.0002576 0.0002576 0.0002576
179 178 1299.99 1.99921 4.00638 1.00142 0.41725 0.26087 0.2648 0.11294 2.39729 3.53682 1.13447 0.0002477 0.0002477 0.0002477
180 179 1306.88 2.76706 4.87088 1.04722 0.40002 0.26089 0.24513 0.10221 2.40223 3.56764 1.14063 0.0002378 0.0002378 0.0002378
181 180 1313.72 2.92293 4.72227 1.19973 0.40002 0.26089 0.24513 0.10221 2.40223 3.56764 1.14063 0.0002279 0.0002279 0.0002279
182 181 1320.54 2.42273 3.93751 1.32817 0.39508 0.26087 0.24162 0.10897 2.40527 3.57664 1.14753 0.000218 0.000218 0.000218
183 182 1327.47 2.6245 3.29213 1.44531 0.39508 0.26087 0.24162 0.10897 2.40527 3.57664 1.14753 0.0002081 0.0002081 0.0002081
184 183 1334.23 2.84949 3.98724 1.23974 0.38326 0.29754 0.21108 0.09434 2.38554 3.5615 1.15362 0.0001982 0.0001982 0.0001982
185 184 1340.99 2.62298 3.3558 1.25239 0.38326 0.29754 0.21108 0.09434 2.38554 3.5615 1.15362 0.0001883 0.0001883 0.0001883
186 185 1347.89 2.88481 4.21724 1.22384 0.28167 0.26087 0.19762 0.0907 2.33973 3.56301 1.14606 0.0001784 0.0001784 0.0001784
187 186 1354.66 3.02985 4.34272 1.12419 0.28167 0.26087 0.19762 0.0907 2.33973 3.56301 1.14606 0.0001685 0.0001685 0.0001685
188 187 1361.56 2.7389 3.72328 1.26197 0.2137 0.26087 0.20017 0.08983 2.28692 3.56586 1.13487 0.0001586 0.0001586 0.0001586
189 188 1368.36 2.66083 4.54121 1.00632 0.2137 0.26087 0.20017 0.08983 2.28692 3.56586 1.13487 0.0001487 0.0001487 0.0001487
190 189 1375.15 2.6942 3.6008 1.28166 0.24556 0.26087 0.20515 0.09155 2.26732 3.54166 1.1324 0.0001388 0.0001388 0.0001388
191 190 1382.02 2.78209 4.81928 1.17192 0.24556 0.26087 0.20515 0.09155 2.26732 3.54166 1.1324 0.0001289 0.0001289 0.0001289
192 191 1388.9 2.51669 5.08252 1.32473 0.24494 0.26087 0.20319 0.09399 2.25151 3.51934 1.12328 0.000119 0.000119 0.000119
193 192 1395.81 2.64873 6.3494 0.89342 0.24494 0.26087 0.20319 0.09399 2.25151 3.51934 1.12328 0.0001091 0.0001091 0.0001091
194 193 1402.56 1.94404 7.48577 0.84047 0.25806 0.30435 0.20363 0.09189 2.26664 3.49725 1.12111 9.92e-05 9.92e-05 9.92e-05
195 194 1409.28 2.94332 6.18618 1.31713 0.25806 0.30435 0.20363 0.09189 2.26664 3.49725 1.12111 8.93e-05 8.93e-05 8.93e-05
196 195 1415.99 2.58481 5.01576 1.25397 0.23617 0.26087 0.21093 0.09607 2.2909 3.488 1.12209 7.94e-05 7.94e-05 7.94e-05
197 196 1422.78 2.47619 5.02615 0.95734 0.23617 0.26087 0.21093 0.09607 2.2909 3.488 1.12209 6.95e-05 6.95e-05 6.95e-05
198 197 1429.52 2.39688 5.05827 1.1113 0.25366 0.26087 0.21728 0.09405 2.31502 3.49505 1.12145 5.96e-05 5.96e-05 5.96e-05
199 198 1436.33 2.75358 5.87833 0.99018 0.25366 0.26087 0.21728 0.09405 2.31502 3.49505 1.12145 4.97e-05 4.97e-05 4.97e-05
200 199 1443.24 3.31215 6.51 1.36794 0.30717 0.34783 0.21376 0.08756 2.31954 3.5016 1.12013 3.98e-05 3.98e-05 3.98e-05
201 200 1450.01 2.77419 6.36349 1.19875 0.30717 0.34783 0.21376 0.08756 2.31954 3.5016 1.12013 2.99e-05 2.99e-05 2.99e-05

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