Upload folder using huggingface_hub

tinyperson/copy_paste/cp1_single1/mosaic/seed_44/args.yaml

@@ -1,7 +1,7 @@
 task: detect
 mode: train
 model: /marimo/yolo_code/models_related/ultralytics/ultralytics/cfg/models/v8/yolov8.yaml
-data: /marimo/yolo_code/runs/seed_sweep_prep_v3/tinyperson_split_42_corner_sw640_sh512/tinyperson.yaml
+data: /marimo/yolo_code/runs/seed_sweep_prep_v4/tinyperson_split_42_corner_sw640_sh512/tinyperson.yaml
 epochs: 100
 time: null
 patience: 0
@@ -12,7 +12,7 @@ save_period: -1
 cache: false
 device: '0'
 workers: 8
-project: /marimo/yolo_code/runs/augmentation_seed_sweep_range_56_66/artifacts/tinyperson/copy_paste/cp1_single1/mosaic
+project: /marimo/yolo_code/runs/augmentation_seed_sweep_range_56_61/artifacts/tinyperson/copy_paste/cp1_single1/mosaic
 name: seed_44
 exist_ok: true
 pretrained: yolov8n.pt
@@ -396,4 +396,4 @@ cfg: null
 pathway_mode: none
 pathway_alpha: 0.0
 tracker: botsort.yaml
-save_dir: /marimo/yolo_code/runs/augmentation_seed_sweep_range_56_66/artifacts/tinyperson/copy_paste/cp1_single1/mosaic/seed_44
+save_dir: /marimo/yolo_code/runs/augmentation_seed_sweep_range_56_61/artifacts/tinyperson/copy_paste/cp1_single1/mosaic/seed_44

tinyperson/copy_paste/cp1_single1/mosaic/seed_44/evaluation_metrics.json

@@ -9,20 +9,7 @@
   "test/metrics/mAP75(B)": 0.08164545953443791,
   "test/metrics/precision(B)": 0.6060598946425717,
   "test/metrics/recall(B)": 0.49196127392999517,
-  "test_merged/AP-Medium": 0.398222321286748,
-  "test_merged/AP-Small": 0.42286776124680375,
-  "test_merged/AP-Tiny1": 0.13326051244302986,
-  "test_merged/AP-Tiny2": 0.28090034129244956,
-  "test_merged/AP-Tiny3": 0.37141486477633423,
-  "test_merged/AP50": 0.51957081699326,
-  "test_merged/AP50-Medium": 0.631610784811443,
-  "test_merged/AP50-Small": 0.6669059838379581,
-  "test_merged/AP50-Tiny1": 0.2832997183994872,
-  "test_merged/AP50-Tiny2": 0.5231134177025921,
-  "test_merged/AP50-Tiny3": 0.6231978956872409,
-  "test_merged/AP75": 0.08509325246137743,
-  "test_merged/available": 1.0,
-  "test_merged/mAP50-75": 0.3007336124986115,
+  "test_merged/available": 0.0,
   "val/AP50": 0.5060988148701868,
   "val/fitness": 0.18420317734215413,
   "val/mAP50-95": 0.18420317734215413,

tinyperson/copy_paste/cp1_single1/mosaic/seed_44/experiment_manifest.json

@@ -61,7 +61,7 @@
   "data_root": "/marimo/TinyPerson",
   "dataset": "tinyperson",
   "dataset_label_policy": "positive_only",
-  "dataset_yaml": "/marimo/yolo_code/runs/seed_sweep_prep_v3/tinyperson_split_42_corner_sw640_sh512/tinyperson.yaml",
+  "dataset_yaml": "/marimo/yolo_code/runs/seed_sweep_prep_v4/tinyperson_split_42_corner_sw640_sh512/tinyperson.yaml",
   "detector": "canonical YOLOv8 P3/P4/P5",
   "device": "cuda",
   "epochs": 100,
@@ -80,20 +80,7 @@
     "test/metrics/mAP75(B)": 0.08164545953443791,
     "test/metrics/precision(B)": 0.6060598946425717,
     "test/metrics/recall(B)": 0.49196127392999517,
-    "test_merged/AP-Medium": 0.398222321286748,
-    "test_merged/AP-Small": 0.42286776124680375,
-    "test_merged/AP-Tiny1": 0.13326051244302986,
-    "test_merged/AP-Tiny2": 0.28090034129244956,
-    "test_merged/AP-Tiny3": 0.37141486477633423,
-    "test_merged/AP50": 0.51957081699326,
-    "test_merged/AP50-Medium": 0.631610784811443,
-    "test_merged/AP50-Small": 0.6669059838379581,
-    "test_merged/AP50-Tiny1": 0.2832997183994872,
-    "test_merged/AP50-Tiny2": 0.5231134177025921,
-    "test_merged/AP50-Tiny3": 0.6231978956872409,
-    "test_merged/AP75": 0.08509325246137743,
-    "test_merged/available": 1.0,
-    "test_merged/mAP50-75": 0.3007336124986115,
+    "test_merged/available": 0.0,
     "val/AP50": 0.5060988148701868,
     "val/fitness": 0.18420317734215413,
     "val/mAP50-95": 0.18420317734215413,

tinyperson/copy_paste/cp1_single1/mosaic/seed_44/results.csv

@@ -1,101 +1,101 @@
 epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,psd_eligible_gt,psd_alt_supports_avg,psd_raw_loss,psd_delta_drop,p2_positive_count,p2_positive_fraction,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,lr/pg3,lr/pg4,lr/pg5,lr/pg6,lr/pg7
-1,64.8748,2.20064,2.8462,1.12766,0,0,0,0,0,0,0.46059,0.33762,0.30256,0.09916,2.2513,5.38482,1.13622,0.00998926,0.00332975,0.00998926,0.00332975,0.00998926,0.00332975,0.00998926,0.00332975
-2,111.704,2.27596,1.98898,1.15782,0,0,0,0,0,0,0.40649,0.31602,0.26646,0.08949,2.30432,3.58127,1.186,0.0197914,0.00659712,0.0197914,0.00659712,0.0197914,0.00659712,0.0197914,0.00659712
-3,152.836,2.39267,1.92505,1.21052,0,0,0,0,0,0,0.36687,0.24952,0.20586,0.06272,2.50502,2.94987,1.25713,0.0293955,0.00979849,0.0293955,0.00979849,0.0293955,0.00979849,0.0293955,0.00979849
-4,192.948,2.42324,1.89429,1.25434,0,0,0,0,0,0,0.42059,0.29866,0.26695,0.0875,2.43431,2.74065,1.25228,0.029109,0.009703,0.029109,0.009703,0.029109,0.009703,0.029109,0.009703
-5,233.207,2.35119,1.80555,1.23066,0,0,0,0,0,0,0.45991,0.35777,0.31821,0.10699,2.33876,2.28253,1.24899,0.028812,0.009604,0.028812,0.009604,0.028812,0.009604,0.028812,0.009604
-6,273.57,2.30416,1.73397,1.21521,0,0,0,0,0,0,0.48678,0.3904,0.35461,0.1161,2.26847,2.05894,1.1962,0.028515,0.009505,0.028515,0.009505,0.028515,0.009505,0.028515,0.009505
-7,313.931,2.25145,1.65799,1.1848,0,0,0,0,0,0,0.48509,0.38925,0.35529,0.11891,2.32922,1.9314,1.21708,0.028218,0.009406,0.028218,0.009406,0.028218,0.009406,0.028218,0.009406
-8,354.916,2.20859,1.60877,1.19257,0,0,0,0,0,0,0.53332,0.39079,0.3759,0.1295,2.22072,1.94594,1.19046,0.027921,0.009307,0.027921,0.009307,0.027921,0.009307,0.027921,0.009307
-9,395.792,2.18468,1.57232,1.17273,0,0,0,0,0,0,0.4851,0.4023,0.35937,0.11908,2.24151,2.2254,1.20743,0.027624,0.009208,0.027624,0.009208,0.027624,0.009208,0.027624,0.009208
-10,436.248,2.15519,1.55846,1.17326,0,0,0,0,0,0,0.49826,0.40333,0.3602,0.11546,2.20894,1.91243,1.15933,0.027327,0.009109,0.027327,0.009109,0.027327,0.009109,0.027327,0.009109
-11,475.849,2.13661,1.5115,1.16911,0,0,0,0,0,0,0.51052,0.41075,0.3878,0.13121,2.19383,1.8958,1.2105,0.02703,0.00901,0.02703,0.00901,0.02703,0.00901,0.02703,0.00901
-12,515.568,2.11119,1.4737,1.16043,0,0,0,0,0,0,0.51648,0.41267,0.36786,0.1239,2.16072,1.83391,1.1803,0.026733,0.008911,0.026733,0.008911,0.026733,0.008911,0.026733,0.008911
-13,556.188,2.09194,1.44906,1.14051,0,0,0,0,0,0,0.49098,0.40653,0.38732,0.13515,2.15929,1.8193,1.16646,0.026436,0.008812,0.026436,0.008812,0.026436,0.008812,0.026436,0.008812
-14,597.115,2.08591,1.44032,1.14367,0,0,0,0,0,0,0.51912,0.39923,0.39266,0.13963,2.19676,1.633,1.18254,0.026139,0.008713,0.026139,0.008713,0.026139,0.008713,0.026139,0.008713
-15,637.936,2.0742,1.40205,1.13696,0,0,0,0,0,0,0.52491,0.43033,0.41525,0.14664,2.1711,1.76455,1.18046,0.025842,0.008614,0.025842,0.008614,0.025842,0.008614,0.025842,0.008614
-16,678.884,2.04392,1.40393,1.13708,0,0,0,0,0,0,0.53817,0.44069,0.43596,0.15072,2.16163,1.80428,1.16723,0.025545,0.008515,0.025545,0.008515,0.025545,0.008515,0.025545,0.008515
-17,719.076,2.02933,1.38012,1.12151,0,0,0,0,0,0,0.54067,0.42994,0.41688,0.1418,2.17618,1.59426,1.17461,0.025248,0.008416,0.025248,0.008416,0.025248,0.008416,0.025248,0.008416
-18,759.125,2.01923,1.35029,1.11835,0,0,0,0,0,0,0.51446,0.44568,0.42048,0.14336,2.12986,1.56619,1.15964,0.024951,0.008317,0.024951,0.008317,0.024951,0.008317,0.024951,0.008317
-19,799.485,2.02832,1.34493,1.11439,0,0,0,0,0,0,0.54951,0.45797,0.43369,0.1491,2.12736,1.61049,1.1551,0.024654,0.008218,0.024654,0.008218,0.024654,0.008218,0.024654,0.008218
-20,840.537,1.99141,1.31283,1.10826,0,0,0,0,0,0,0.54194,0.45988,0.45044,0.15371,2.15204,1.47061,1.15524,0.024357,0.008119,0.024357,0.008119,0.024357,0.008119,0.024357,0.008119
-21,881.703,1.96445,1.31443,1.10617,0,0,0,0,0,0,0.57861,0.46871,0.45607,0.15854,2.17942,1.6007,1.18983,0.02406,0.00802,0.02406,0.00802,0.02406,0.00802,0.02406,0.00802
-22,922.739,1.96597,1.28067,1.0982,0,0,0,0,0,0,0.57783,0.45413,0.45027,0.15606,2.12872,1.62124,1.1389,0.023763,0.007921,0.023763,0.007921,0.023763,0.007921,0.023763,0.007921
-23,963.65,1.97153,1.3042,1.10498,0,0,0,0,0,0,0.56504,0.46718,0.46504,0.16318,2.16313,1.56302,1.18181,0.023466,0.007822,0.023466,0.007822,0.023466,0.007822,0.023466,0.007822
-24,1004.23,1.94923,1.27234,1.09529,0,0,0,0,0,0,0.55922,0.4618,0.44693,0.15271,2.16074,1.61484,1.16045,0.023169,0.007723,0.023169,0.007723,0.023169,0.007723,0.023169,0.007723
-25,1045.01,1.93736,1.2566,1.09203,0,0,0,0,0,0,0.58395,0.4975,0.47605,0.17065,2.10864,1.51368,1.14798,0.022872,0.007624,0.022872,0.007624,0.022872,0.007624,0.022872,0.007624
-26,1086.1,1.94619,1.25793,1.09529,0,0,0,0,0,0,0.57659,0.48061,0.47319,0.16617,2.16587,1.45806,1.16805,0.022575,0.007525,0.022575,0.007525,0.022575,0.007525,0.022575,0.007525
-27,1126.99,1.93388,1.24399,1.08498,0,0,0,0,0,0,0.60411,0.47754,0.4792,0.16977,2.1548,1.51155,1.15663,0.022278,0.007426,0.022278,0.007426,0.022278,0.007426,0.022278,0.007426
-28,1167.52,1.91041,1.23284,1.08285,0,0,0,0,0,0,0.55811,0.47639,0.46464,0.16569,2.13771,1.45767,1.18984,0.021981,0.007327,0.021981,0.007327,0.021981,0.007327,0.021981,0.007327
-29,1208.74,1.91229,1.23697,1.08202,0,0,0,0,0,0,0.59968,0.48522,0.48477,0.17358,2.1501,1.50995,1.15715,0.021684,0.007228,0.021684,0.007228,0.021684,0.007228,0.021684,0.007228
-30,1249.83,1.89499,1.20134,1.0819,0,0,0,0,0,0,0.59285,0.4856,0.48585,0.17471,2.10516,1.38471,1.16352,0.021387,0.007129,0.021387,0.007129,0.021387,0.007129,0.021387,0.007129
-31,1289.98,1.89492,1.19644,1.06768,0,0,0,0,0,0,0.58368,0.47908,0.47274,0.1677,2.12249,1.44586,1.15674,0.02109,0.00703,0.02109,0.00703,0.02109,0.00703,0.02109,0.00703
-32,1330.13,1.89758,1.20721,1.07527,0,0,0,0,0,0,0.59798,0.47278,0.47814,0.17066,2.13624,1.49589,1.13513,0.020793,0.006931,0.020793,0.006931,0.020793,0.006931,0.020793,0.006931
-33,1370.72,1.87278,1.16723,1.06132,0,0,0,0,0,0,0.57263,0.47869,0.46827,0.16662,2.10992,1.47418,1.13569,0.020496,0.006832,0.020496,0.006832,0.020496,0.006832,0.020496,0.006832
-34,1410.58,1.84931,1.16372,1.067,0,0,0,0,0,0,0.5962,0.47869,0.46473,0.16614,2.10241,1.4522,1.12614,0.020199,0.006733,0.020199,0.006733,0.020199,0.006733,0.020199,0.006733
-35,1451.12,1.86713,1.17386,1.07521,0,0,0,0,0,0,0.58864,0.48339,0.47695,0.17247,2.14831,1.41409,1.15876,0.019902,0.006634,0.019902,0.006634,0.019902,0.006634,0.019902,0.006634
-36,1491.73,1.85421,1.15091,1.06858,0,0,0,0,0,0,0.58497,0.49885,0.48125,0.17305,2.14756,1.45536,1.18051,0.019605,0.006535,0.019605,0.006535,0.019605,0.006535,0.019605,0.006535
-37,1532.53,1.84328,1.14856,1.06259,0,0,0,0,0,0,0.60818,0.48138,0.48767,0.17348,2.09056,1.47584,1.12248,0.019308,0.006436,0.019308,0.006436,0.019308,0.006436,0.019308,0.006436
-38,1574.19,1.83925,1.13397,1.05234,0,0,0,0,0,0,0.6126,0.49048,0.49956,0.18177,2.13853,1.41956,1.16402,0.019011,0.006337,0.019011,0.006337,0.019011,0.006337,0.019011,0.006337
-39,1615.22,1.83359,1.13236,1.05275,0,0,0,0,0,0,0.61552,0.49213,0.48773,0.16868,2.14112,1.40485,1.16552,0.018714,0.006238,0.018714,0.006238,0.018714,0.006238,0.018714,0.006238
-40,1655.58,1.8114,1.10124,1.05851,0,0,0,0,0,0,0.60419,0.50902,0.49017,0.17727,2.10953,1.38917,1.13137,0.018417,0.006139,0.018417,0.006139,0.018417,0.006139,0.018417,0.006139
-41,1696.28,1.82905,1.11399,1.04709,0,0,0,0,0,0,0.61216,0.48775,0.49319,0.17504,2.13666,1.38552,1.18124,0.01812,0.00604,0.01812,0.00604,0.01812,0.00604,0.01812,0.00604
-42,1737.32,1.81425,1.10812,1.05492,0,0,0,0,0,0,0.60102,0.49712,0.49524,0.17694,2.11738,1.38515,1.19178,0.017823,0.005941,0.017823,0.005941,0.017823,0.005941,0.017823,0.005941
-43,1778.41,1.7894,1.09163,1.04136,0,0,0,0,0,0,0.58181,0.49402,0.47192,0.16756,2.14281,1.43494,1.18787,0.017526,0.005842,0.017526,0.005842,0.017526,0.005842,0.017526,0.005842
-44,1819.24,1.80412,1.08004,1.04309,0,0,0,0,0,0,0.60897,0.5167,0.50492,0.18223,2.11534,1.40919,1.1693,0.017229,0.005743,0.017229,0.005743,0.017229,0.005743,0.017229,0.005743
-45,1859.02,1.7686,1.07293,1.04542,0,0,0,0,0,0,0.61041,0.48714,0.48959,0.17878,2.11452,1.40569,1.16559,0.016932,0.005644,0.016932,0.005644,0.016932,0.005644,0.016932,0.005644
-46,1898.89,1.78728,1.07695,1.04051,0,0,0,0,0,0,0.63348,0.4833,0.48705,0.17658,2.12162,1.38747,1.1682,0.016635,0.005545,0.016635,0.005545,0.016635,0.005545,0.016635,0.005545
-47,1939.47,1.75912,1.06332,1.02999,0,0,0,0,0,0,0.5985,0.50403,0.49649,0.17631,2.13403,1.39084,1.17799,0.016338,0.005446,0.016338,0.005446,0.016338,0.005446,0.016338,0.005446
-48,1979.76,1.76026,1.04791,1.02924,0,0,0,0,0,0,0.57805,0.51012,0.49865,0.17765,2.16683,1.41881,1.16459,0.016041,0.005347,0.016041,0.005347,0.016041,0.005347,0.016041,0.005347
-49,2020.67,1.75657,1.0439,1.03134,0,0,0,0,0,0,0.58778,0.49136,0.48486,0.16765,2.1938,1.37154,1.21556,0.015744,0.005248,0.015744,0.005248,0.015744,0.005248,0.015744,0.005248
-50,2061.09,1.75498,1.05309,1.02888,0,0,0,0,0,0,0.59565,0.50595,0.49487,0.18121,2.16299,1.3589,1.17759,0.015447,0.005149,0.015447,0.005149,0.015447,0.005149,0.015447,0.005149
-51,2100.84,1.76412,1.05192,1.02867,0,0,0,0,0,0,0.59754,0.50902,0.4998,0.17308,2.19026,1.42252,1.20041,0.01515,0.00505,0.01515,0.00505,0.01515,0.00505,0.01515,0.00505
-52,2141.47,1.76281,1.03068,1.02049,0,0,0,0,0,0,0.60419,0.48812,0.4965,0.17928,2.15364,1.38039,1.18788,0.014853,0.004951,0.014853,0.004951,0.014853,0.004951,0.014853,0.004951
-53,2182.4,1.73275,1.0245,1.02907,0,0,0,0,0,0,0.59348,0.49635,0.4914,0.17007,2.1554,1.3945,1.18771,0.014556,0.004852,0.014556,0.004852,0.014556,0.004852,0.014556,0.004852
-54,2223.48,1.73481,1.01343,1.02759,0,0,0,0,0,0,0.60719,0.50864,0.50172,0.17787,2.14617,1.33036,1.19014,0.014259,0.004753,0.014259,0.004753,0.014259,0.004753,0.014259,0.004753
-55,2263.88,1.70976,1.00803,1.01637,0,0,0,0,0,0,0.61733,0.48868,0.49132,0.17371,2.1847,1.40474,1.19637,0.013962,0.004654,0.013962,0.004654,0.013962,0.004654,0.013962,0.004654
-56,2303.97,1.71838,1.00111,1.0229,0,0,0,0,0,0,0.60828,0.50846,0.50031,0.17897,2.16106,1.3713,1.17813,0.013665,0.004555,0.013665,0.004555,0.013665,0.004555,0.013665,0.004555
-57,2344.29,1.7216,1.00844,1.02502,0,0,0,0,0,0,0.6023,0.50578,0.50037,0.17732,2.1327,1.35226,1.17743,0.013368,0.004456,0.013368,0.004456,0.013368,0.004456,0.013368,0.004456
-58,2384.48,1.71656,0.99435,1.01413,0,0,0,0,0,0,0.61006,0.51478,0.5031,0.18299,2.15004,1.35896,1.18567,0.013071,0.004357,0.013071,0.004357,0.013071,0.004357,0.013071,0.004357
-59,2425.03,1.68053,0.98352,1.00605,0,0,0,0,0,0,0.61928,0.49635,0.50342,0.18159,2.12539,1.34343,1.16109,0.012774,0.004258,0.012774,0.004258,0.012774,0.004258,0.012774,0.004258
-60,2465.85,1.71131,0.98213,1.00341,0,0,0,0,0,0,0.62543,0.49098,0.49311,0.1759,2.11669,1.32661,1.17651,0.012477,0.004159,0.012477,0.004159,0.012477,0.004159,0.012477,0.004159
-61,2506.32,1.69688,0.98836,1.01214,0,0,0,0,0,0,0.61808,0.47716,0.48332,0.17412,2.11674,1.35936,1.17977,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406
-62,2547.21,1.67246,0.96579,1.00572,0,0,0,0,0,0,0.60293,0.50595,0.5012,0.17852,2.12121,1.30077,1.19734,0.011883,0.003961,0.011883,0.003961,0.011883,0.003961,0.011883,0.003961
-63,2588.19,1.67252,0.97825,1.01145,0,0,0,0,0,0,0.61013,0.49742,0.49978,0.17842,2.12511,1.36898,1.17749,0.011586,0.003862,0.011586,0.003862,0.011586,0.003862,0.011586,0.003862
-64,2628.19,1.67542,0.96118,1.00107,0,0,0,0,0,0,0.62665,0.49998,0.50347,0.18278,2.13563,1.34028,1.17956,0.011289,0.003763,0.011289,0.003763,0.011289,0.003763,0.011289,0.003763
-65,2668.75,1.67723,0.94751,0.99433,0,0,0,0,0,0,0.6394,0.48735,0.50675,0.17877,2.15557,1.38593,1.15531,0.010992,0.003664,0.010992,0.003664,0.010992,0.003664,0.010992,0.003664
-66,2708.62,1.65035,0.94627,0.99728,0,0,0,0,0,0,0.62643,0.49175,0.50051,0.17676,2.16558,1.34988,1.18824,0.010695,0.003565,0.010695,0.003565,0.010695,0.003565,0.010695,0.003565
-67,2749.68,1.64083,0.94111,0.98908,0,0,0,0,0,0,0.63725,0.50211,0.51134,0.18214,2.14687,1.33873,1.16841,0.010398,0.003466,0.010398,0.003466,0.010398,0.003466,0.010398,0.003466
-68,2790.88,1.63299,0.9316,0.98656,0,0,0,0,0,0,0.61248,0.51555,0.50801,0.1793,2.15653,1.37233,1.1716,0.010101,0.003367,0.010101,0.003367,0.010101,0.003367,0.010101,0.003367
-69,2830.7,1.63328,0.93034,0.99789,0,0,0,0,0,0,0.62615,0.49506,0.49512,0.1773,2.1692,1.36804,1.17589,0.009804,0.003268,0.009804,0.003268,0.009804,0.003268,0.009804,0.003268
-70,2871.4,1.62756,0.91455,0.99026,0,0,0,0,0,0,0.6391,0.4906,0.50004,0.17869,2.18216,1.35742,1.19574,0.009507,0.003169,0.009507,0.003169,0.009507,0.003169,0.009507,0.003169
-71,2911.72,1.63502,0.92367,0.98377,0,0,0,0,0,0,0.60262,0.50979,0.49982,0.17858,2.15541,1.35166,1.19852,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307
-72,2951.32,1.61177,0.91333,0.98323,0,0,0,0,0,0,0.60974,0.50019,0.50144,0.17725,2.15161,1.38755,1.19891,0.008913,0.002971,0.008913,0.002971,0.008913,0.002971,0.008913,0.002971
-73,2991.84,1.6261,0.91479,0.98498,0,0,0,0,0,0,0.61811,0.50595,0.50339,0.17944,2.16451,1.38456,1.19823,0.008616,0.002872,0.008616,0.002872,0.008616,0.002872,0.008616,0.002872
-74,3032.63,1.61002,0.90656,0.97589,0,0,0,0,0,0,0.6015,0.51401,0.50095,0.17745,2.18765,1.37087,1.22242,0.008319,0.002773,0.008319,0.002773,0.008319,0.002773,0.008319,0.002773
-75,3073.1,1.59466,0.89578,0.97881,0,0,0,0,0,0,0.61958,0.50403,0.5044,0.17831,2.17822,1.32652,1.2241,0.008022,0.002674,0.008022,0.002674,0.008022,0.002674,0.008022,0.002674
-76,3113.56,1.58591,0.88806,0.98187,0,0,0,0,0,0,0.6273,0.50138,0.50503,0.17477,2.18486,1.33232,1.23162,0.007725,0.002575,0.007725,0.002575,0.007725,0.002575,0.007725,0.002575
-77,3154.78,1.5767,0.88558,0.97673,0,0,0,0,0,0,0.61736,0.50477,0.50626,0.17665,2.18154,1.3553,1.19086,0.007428,0.002476,0.007428,0.002476,0.007428,0.002476,0.007428,0.002476
-78,3195.77,1.59017,0.88519,0.97457,0,0,0,0,0,0,0.59914,0.51708,0.50445,0.17607,2.18465,1.34842,1.18507,0.007131,0.002377,0.007131,0.002377,0.007131,0.002377,0.007131,0.002377
-79,3236.11,1.58639,0.88515,0.96916,0,0,0,0,0,0,0.62789,0.50173,0.50458,0.17429,2.19509,1.33817,1.22029,0.006834,0.002278,0.006834,0.002278,0.006834,0.002278,0.006834,0.002278
-80,3276.16,1.56541,0.86655,0.97358,0,0,0,0,0,0,0.61895,0.50693,0.50184,0.17342,2.18991,1.32757,1.20629,0.006537,0.002179,0.006537,0.002179,0.006537,0.002179,0.006537,0.002179
-81,3316.42,1.5617,0.86413,0.97494,0,0,0,0,0,0,0.60476,0.5167,0.49767,0.17267,2.18789,1.34671,1.20487,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208
-82,3357.01,1.55421,0.86036,0.96891,0,0,0,0,0,0,0.61365,0.5079,0.49892,0.17391,2.1832,1.35535,1.21042,0.005943,0.001981,0.005943,0.001981,0.005943,0.001981,0.005943,0.001981
-83,3396.7,1.55552,0.85875,0.96345,0,0,0,0,0,0,0.61572,0.49821,0.49407,0.1719,2.19157,1.358,1.21776,0.005646,0.001882,0.005646,0.001882,0.005646,0.001882,0.005646,0.001882
-84,3436.97,1.53548,0.8452,0.95956,0,0,0,0,0,0,0.61368,0.49405,0.48958,0.16987,2.19646,1.36121,1.22422,0.005349,0.001783,0.005349,0.001783,0.005349,0.001783,0.005349,0.001783
-85,3477.44,1.53382,0.84903,0.95758,0,0,0,0,0,0,0.61901,0.48837,0.48851,0.16983,2.19643,1.35107,1.22673,0.005052,0.001684,0.005052,0.001684,0.005052,0.001684,0.005052,0.001684
-86,3518.67,1.51594,0.84632,0.95579,0,0,0,0,0,0,0.61826,0.49115,0.49087,0.17032,2.19095,1.34885,1.22879,0.004755,0.001585,0.004755,0.001585,0.004755,0.001585,0.004755,0.001585
-87,3559.28,1.52011,0.83274,0.95848,0,0,0,0,0,0,0.60201,0.50902,0.49105,0.17199,2.18902,1.36199,1.2323,0.004458,0.001486,0.004458,0.001486,0.004458,0.001486,0.004458,0.001486
-88,3599.4,1.50845,0.82758,0.95622,0,0,0,0,0,0,0.6087,0.50211,0.49015,0.1702,2.20963,1.38026,1.23427,0.004161,0.001387,0.004161,0.001387,0.004161,0.001387,0.004161,0.001387
-89,3639.77,1.5282,0.83181,0.95166,0,0,0,0,0,0,0.60739,0.49942,0.48672,0.16883,2.21255,1.39558,1.23415,0.003864,0.001288,0.003864,0.001288,0.003864,0.001288,0.003864,0.001288
-90,3680.68,1.50556,0.8258,0.95162,0,0,0,0,0,0,0.60471,0.4975,0.4879,0.16881,2.21335,1.39967,1.23478,0.003567,0.001189,0.003567,0.001189,0.003567,0.001189,0.003567,0.001189
-91,3723.29,1.38195,0.73936,0.91717,0,0,0,0,0,0,0.61383,0.48522,0.48474,0.16852,2.21555,1.40957,1.23415,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109
-92,3763.67,1.37786,0.72993,0.91454,0,0,0,0,0,0,0.63726,0.48215,0.48822,0.16848,2.2192,1.41247,1.2369,0.002973,0.000991,0.002973,0.000991,0.002973,0.000991,0.002973,0.000991
-93,3804.27,1.33544,0.70629,0.90743,0,0,0,0,0,0,0.63756,0.47754,0.48636,0.16756,2.22685,1.4161,1.24116,0.002676,0.000892,0.002676,0.000892,0.002676,0.000892,0.002676,0.000892
-94,3845.49,1.31479,0.69674,0.9016,0,0,0,0,0,0,0.64315,0.47447,0.48477,0.16643,2.23172,1.42635,1.2442,0.002379,0.000793,0.002379,0.000793,0.002379,0.000793,0.002379,0.000793
-95,3886.26,1.30263,0.69365,0.90178,0,0,0,0,0,0,0.64623,0.47332,0.48753,0.16644,2.23847,1.43634,1.24339,0.002082,0.000694,0.002082,0.000694,0.002082,0.000694,0.002082,0.000694
-96,3927.27,1.30998,0.69051,0.89808,0,0,0,0,0,0,0.6379,0.47542,0.48411,0.16433,2.2385,1.43916,1.24448,0.001785,0.000595,0.001785,0.000595,0.001785,0.000595,0.001785,0.000595
-97,3968.77,1.2874,0.6795,0.89506,0,0,0,0,0,0,0.63853,0.47678,0.48249,0.16447,2.2449,1.44774,1.24883,0.001488,0.000496,0.001488,0.000496,0.001488,0.000496,0.001488,0.000496
-98,4009.82,1.27894,0.6748,0.89365,0,0,0,0,0,0,0.63465,0.47479,0.47832,0.16366,2.25798,1.45495,1.25241,0.001191,0.000397,0.001191,0.000397,0.001191,0.000397,0.001191,0.000397
-99,4050.43,1.26131,0.6703,0.88923,0,0,0,0,0,0,0.6268,0.47447,0.47894,0.16253,2.2654,1.45921,1.25456,0.000894,0.000298,0.000894,0.000298,0.000894,0.000298,0.000894,0.000298
-100,4090.92,1.26977,0.66812,0.88872,0,0,0,0,0,0,0.63381,0.47294,0.48084,0.16296,2.26904,1.46174,1.25777,0.000597,0.000199,0.000597,0.000199,0.000597,0.000199,0.000597,0.000199
+1,63.8731,2.20064,2.8462,1.12766,0,0,0,0,0,0,0.46059,0.33762,0.30256,0.09916,2.2513,5.38482,1.13622,0.00998926,0.00332975,0.00998926,0.00332975,0.00998926,0.00332975,0.00998926,0.00332975
+2,109.65,2.27596,1.98898,1.15782,0,0,0,0,0,0,0.40649,0.31602,0.26646,0.08949,2.30432,3.58127,1.186,0.0197914,0.00659712,0.0197914,0.00659712,0.0197914,0.00659712,0.0197914,0.00659712
+3,151.808,2.39267,1.92505,1.21052,0,0,0,0,0,0,0.36687,0.24952,0.20586,0.06272,2.50502,2.94987,1.25713,0.0293955,0.00979849,0.0293955,0.00979849,0.0293955,0.00979849,0.0293955,0.00979849
+4,192.116,2.42324,1.89429,1.25434,0,0,0,0,0,0,0.42059,0.29866,0.26695,0.0875,2.43431,2.74065,1.25228,0.029109,0.009703,0.029109,0.009703,0.029109,0.009703,0.029109,0.009703
+5,231.976,2.35119,1.80555,1.23066,0,0,0,0,0,0,0.45991,0.35777,0.31821,0.10699,2.33876,2.28253,1.24899,0.028812,0.009604,0.028812,0.009604,0.028812,0.009604,0.028812,0.009604
+6,272.297,2.30416,1.73397,1.21521,0,0,0,0,0,0,0.48678,0.3904,0.35461,0.1161,2.26847,2.05894,1.1962,0.028515,0.009505,0.028515,0.009505,0.028515,0.009505,0.028515,0.009505
+7,313.345,2.25145,1.65799,1.1848,0,0,0,0,0,0,0.48509,0.38925,0.35529,0.11891,2.32922,1.9314,1.21708,0.028218,0.009406,0.028218,0.009406,0.028218,0.009406,0.028218,0.009406
+8,353.717,2.20859,1.60877,1.19257,0,0,0,0,0,0,0.53332,0.39079,0.3759,0.1295,2.22072,1.94594,1.19046,0.027921,0.009307,0.027921,0.009307,0.027921,0.009307,0.027921,0.009307
+9,393.932,2.18468,1.57232,1.17273,0,0,0,0,0,0,0.4851,0.4023,0.35937,0.11908,2.24151,2.2254,1.20743,0.027624,0.009208,0.027624,0.009208,0.027624,0.009208,0.027624,0.009208
+10,435.277,2.15519,1.55846,1.17326,0,0,0,0,0,0,0.49826,0.40333,0.3602,0.11546,2.20894,1.91243,1.15933,0.027327,0.009109,0.027327,0.009109,0.027327,0.009109,0.027327,0.009109
+11,476.668,2.13661,1.5115,1.16911,0,0,0,0,0,0,0.51052,0.41075,0.3878,0.13121,2.19383,1.8958,1.2105,0.02703,0.00901,0.02703,0.00901,0.02703,0.00901,0.02703,0.00901
+12,516.815,2.11119,1.4737,1.16043,0,0,0,0,0,0,0.51648,0.41267,0.36786,0.1239,2.16072,1.83391,1.1803,0.026733,0.008911,0.026733,0.008911,0.026733,0.008911,0.026733,0.008911
+13,557.932,2.09194,1.44906,1.14051,0,0,0,0,0,0,0.49098,0.40653,0.38732,0.13515,2.15929,1.8193,1.16646,0.026436,0.008812,0.026436,0.008812,0.026436,0.008812,0.026436,0.008812
+14,598.771,2.08591,1.44032,1.14367,0,0,0,0,0,0,0.51912,0.39923,0.39266,0.13963,2.19676,1.633,1.18254,0.026139,0.008713,0.026139,0.008713,0.026139,0.008713,0.026139,0.008713
+15,639.28,2.0742,1.40205,1.13696,0,0,0,0,0,0,0.52491,0.43033,0.41525,0.14664,2.1711,1.76455,1.18046,0.025842,0.008614,0.025842,0.008614,0.025842,0.008614,0.025842,0.008614
+16,679.784,2.04392,1.40393,1.13708,0,0,0,0,0,0,0.53817,0.44069,0.43596,0.15072,2.16163,1.80428,1.16723,0.025545,0.008515,0.025545,0.008515,0.025545,0.008515,0.025545,0.008515
+17,721.38,2.02933,1.38012,1.12151,0,0,0,0,0,0,0.54067,0.42994,0.41688,0.1418,2.17618,1.59426,1.17461,0.025248,0.008416,0.025248,0.008416,0.025248,0.008416,0.025248,0.008416
+18,761.875,2.01923,1.35029,1.11835,0,0,0,0,0,0,0.51446,0.44568,0.42048,0.14336,2.12986,1.56619,1.15964,0.024951,0.008317,0.024951,0.008317,0.024951,0.008317,0.024951,0.008317
+19,802.488,2.02832,1.34493,1.11439,0,0,0,0,0,0,0.54951,0.45797,0.43369,0.1491,2.12736,1.61049,1.1551,0.024654,0.008218,0.024654,0.008218,0.024654,0.008218,0.024654,0.008218
+20,842.899,1.99141,1.31283,1.10826,0,0,0,0,0,0,0.54194,0.45988,0.45044,0.15371,2.15204,1.47061,1.15524,0.024357,0.008119,0.024357,0.008119,0.024357,0.008119,0.024357,0.008119
+21,883.758,1.96445,1.31443,1.10617,0,0,0,0,0,0,0.57861,0.46871,0.45607,0.15854,2.17942,1.6007,1.18983,0.02406,0.00802,0.02406,0.00802,0.02406,0.00802,0.02406,0.00802
+22,924.547,1.96597,1.28067,1.0982,0,0,0,0,0,0,0.57783,0.45413,0.45027,0.15606,2.12872,1.62124,1.1389,0.023763,0.007921,0.023763,0.007921,0.023763,0.007921,0.023763,0.007921
+23,965.287,1.97153,1.3042,1.10498,0,0,0,0,0,0,0.56504,0.46718,0.46504,0.16318,2.16313,1.56302,1.18181,0.023466,0.007822,0.023466,0.007822,0.023466,0.007822,0.023466,0.007822
+24,1006.2,1.94923,1.27234,1.09529,0,0,0,0,0,0,0.55922,0.4618,0.44693,0.15271,2.16074,1.61484,1.16045,0.023169,0.007723,0.023169,0.007723,0.023169,0.007723,0.023169,0.007723
+25,1047.28,1.93736,1.2566,1.09203,0,0,0,0,0,0,0.58395,0.4975,0.47605,0.17065,2.10864,1.51368,1.14798,0.022872,0.007624,0.022872,0.007624,0.022872,0.007624,0.022872,0.007624
+26,1086.74,1.94619,1.25793,1.09529,0,0,0,0,0,0,0.57659,0.48061,0.47319,0.16617,2.16587,1.45806,1.16805,0.022575,0.007525,0.022575,0.007525,0.022575,0.007525,0.022575,0.007525
+27,1127.02,1.93388,1.24399,1.08498,0,0,0,0,0,0,0.60411,0.47754,0.4792,0.16977,2.1548,1.51155,1.15663,0.022278,0.007426,0.022278,0.007426,0.022278,0.007426,0.022278,0.007426
+28,1168.16,1.91041,1.23284,1.08285,0,0,0,0,0,0,0.55811,0.47639,0.46464,0.16569,2.13771,1.45767,1.18984,0.021981,0.007327,0.021981,0.007327,0.021981,0.007327,0.021981,0.007327
+29,1208.8,1.91229,1.23697,1.08202,0,0,0,0,0,0,0.59968,0.48522,0.48477,0.17358,2.1501,1.50995,1.15715,0.021684,0.007228,0.021684,0.007228,0.021684,0.007228,0.021684,0.007228
+30,1249.17,1.89499,1.20134,1.0819,0,0,0,0,0,0,0.59285,0.4856,0.48585,0.17471,2.10516,1.38471,1.16352,0.021387,0.007129,0.021387,0.007129,0.021387,0.007129,0.021387,0.007129
+31,1290.19,1.89492,1.19644,1.06768,0,0,0,0,0,0,0.58368,0.47908,0.47274,0.1677,2.12249,1.44586,1.15674,0.02109,0.00703,0.02109,0.00703,0.02109,0.00703,0.02109,0.00703
+32,1331.34,1.89758,1.20721,1.07527,0,0,0,0,0,0,0.59798,0.47278,0.47814,0.17066,2.13624,1.49589,1.13513,0.020793,0.006931,0.020793,0.006931,0.020793,0.006931,0.020793,0.006931
+33,1372.43,1.87278,1.16723,1.06132,0,0,0,0,0,0,0.57263,0.47869,0.46827,0.16662,2.10992,1.47418,1.13569,0.020496,0.006832,0.020496,0.006832,0.020496,0.006832,0.020496,0.006832
+34,1413.02,1.84931,1.16372,1.067,0,0,0,0,0,0,0.5962,0.47869,0.46473,0.16614,2.10241,1.4522,1.12614,0.020199,0.006733,0.020199,0.006733,0.020199,0.006733,0.020199,0.006733
+35,1454.49,1.86713,1.17386,1.07521,0,0,0,0,0,0,0.58864,0.48339,0.47695,0.17247,2.14831,1.41409,1.15876,0.019902,0.006634,0.019902,0.006634,0.019902,0.006634,0.019902,0.006634
+36,1495.76,1.85421,1.15091,1.06858,0,0,0,0,0,0,0.58497,0.49885,0.48125,0.17305,2.14756,1.45536,1.18051,0.019605,0.006535,0.019605,0.006535,0.019605,0.006535,0.019605,0.006535
+37,1536.44,1.84328,1.14856,1.06259,0,0,0,0,0,0,0.60818,0.48138,0.48767,0.17348,2.09056,1.47584,1.12248,0.019308,0.006436,0.019308,0.006436,0.019308,0.006436,0.019308,0.006436
+38,1577.15,1.83925,1.13397,1.05234,0,0,0,0,0,0,0.6126,0.49048,0.49956,0.18177,2.13853,1.41956,1.16402,0.019011,0.006337,0.019011,0.006337,0.019011,0.006337,0.019011,0.006337
+39,1617.77,1.83359,1.13236,1.05275,0,0,0,0,0,0,0.61552,0.49213,0.48773,0.16868,2.14112,1.40485,1.16552,0.018714,0.006238,0.018714,0.006238,0.018714,0.006238,0.018714,0.006238
+40,1658.36,1.8114,1.10124,1.05851,0,0,0,0,0,0,0.60419,0.50902,0.49017,0.17727,2.10953,1.38917,1.13137,0.018417,0.006139,0.018417,0.006139,0.018417,0.006139,0.018417,0.006139
+41,1699.65,1.82905,1.11399,1.04709,0,0,0,0,0,0,0.61216,0.48775,0.49319,0.17504,2.13666,1.38552,1.18124,0.01812,0.00604,0.01812,0.00604,0.01812,0.00604,0.01812,0.00604
+42,1740.93,1.81425,1.10812,1.05492,0,0,0,0,0,0,0.60102,0.49712,0.49524,0.17694,2.11738,1.38515,1.19178,0.017823,0.005941,0.017823,0.005941,0.017823,0.005941,0.017823,0.005941
+43,1781.96,1.7894,1.09163,1.04136,0,0,0,0,0,0,0.58181,0.49402,0.47192,0.16756,2.14281,1.43494,1.18787,0.017526,0.005842,0.017526,0.005842,0.017526,0.005842,0.017526,0.005842
+44,1823.01,1.80412,1.08004,1.04309,0,0,0,0,0,0,0.60897,0.5167,0.50492,0.18223,2.11534,1.40919,1.1693,0.017229,0.005743,0.017229,0.005743,0.017229,0.005743,0.017229,0.005743
+45,1864.12,1.7686,1.07293,1.04542,0,0,0,0,0,0,0.61041,0.48714,0.48959,0.17878,2.11452,1.40569,1.16559,0.016932,0.005644,0.016932,0.005644,0.016932,0.005644,0.016932,0.005644
+46,1904.62,1.78728,1.07695,1.04051,0,0,0,0,0,0,0.63348,0.4833,0.48705,0.17658,2.12162,1.38747,1.1682,0.016635,0.005545,0.016635,0.005545,0.016635,0.005545,0.016635,0.005545
+47,1944.78,1.75912,1.06332,1.02999,0,0,0,0,0,0,0.5985,0.50403,0.49649,0.17631,2.13403,1.39084,1.17799,0.016338,0.005446,0.016338,0.005446,0.016338,0.005446,0.016338,0.005446
+48,1984.52,1.76026,1.04791,1.02924,0,0,0,0,0,0,0.57805,0.51012,0.49865,0.17765,2.16683,1.41881,1.16459,0.016041,0.005347,0.016041,0.005347,0.016041,0.005347,0.016041,0.005347
+49,2025.13,1.75657,1.0439,1.03134,0,0,0,0,0,0,0.58778,0.49136,0.48486,0.16765,2.1938,1.37154,1.21556,0.015744,0.005248,0.015744,0.005248,0.015744,0.005248,0.015744,0.005248
+50,2066.18,1.75498,1.05309,1.02888,0,0,0,0,0,0,0.59565,0.50595,0.49487,0.18121,2.16299,1.3589,1.17759,0.015447,0.005149,0.015447,0.005149,0.015447,0.005149,0.015447,0.005149
+51,2107.06,1.76412,1.05192,1.02867,0,0,0,0,0,0,0.59754,0.50902,0.4998,0.17308,2.19026,1.42252,1.20041,0.01515,0.00505,0.01515,0.00505,0.01515,0.00505,0.01515,0.00505
+52,2147.55,1.76281,1.03068,1.02049,0,0,0,0,0,0,0.60419,0.48812,0.4965,0.17928,2.15364,1.38039,1.18788,0.014853,0.004951,0.014853,0.004951,0.014853,0.004951,0.014853,0.004951
+53,2188.27,1.73275,1.0245,1.02907,0,0,0,0,0,0,0.59348,0.49635,0.4914,0.17007,2.1554,1.3945,1.18771,0.014556,0.004852,0.014556,0.004852,0.014556,0.004852,0.014556,0.004852
+54,2229.46,1.73481,1.01343,1.02759,0,0,0,0,0,0,0.60719,0.50864,0.50172,0.17787,2.14617,1.33036,1.19014,0.014259,0.004753,0.014259,0.004753,0.014259,0.004753,0.014259,0.004753
+55,2270.24,1.70976,1.00803,1.01637,0,0,0,0,0,0,0.61733,0.48868,0.49132,0.17371,2.1847,1.40474,1.19637,0.013962,0.004654,0.013962,0.004654,0.013962,0.004654,0.013962,0.004654
+56,2311.13,1.71838,1.00111,1.0229,0,0,0,0,0,0,0.60828,0.50846,0.50031,0.17897,2.16106,1.3713,1.17813,0.013665,0.004555,0.013665,0.004555,0.013665,0.004555,0.013665,0.004555
+57,2352.54,1.7216,1.00844,1.02502,0,0,0,0,0,0,0.6023,0.50578,0.50037,0.17732,2.1327,1.35226,1.17743,0.013368,0.004456,0.013368,0.004456,0.013368,0.004456,0.013368,0.004456
+58,2393.06,1.71656,0.99435,1.01413,0,0,0,0,0,0,0.61006,0.51478,0.5031,0.18299,2.15004,1.35896,1.18567,0.013071,0.004357,0.013071,0.004357,0.013071,0.004357,0.013071,0.004357
+59,2433.21,1.68053,0.98352,1.00605,0,0,0,0,0,0,0.61928,0.49635,0.50342,0.18159,2.12539,1.34343,1.16109,0.012774,0.004258,0.012774,0.004258,0.012774,0.004258,0.012774,0.004258
+60,2474.19,1.71131,0.98213,1.00341,0,0,0,0,0,0,0.62543,0.49098,0.49311,0.1759,2.11669,1.32661,1.17651,0.012477,0.004159,0.012477,0.004159,0.012477,0.004159,0.012477,0.004159
+61,2515.97,1.69688,0.98836,1.01214,0,0,0,0,0,0,0.61808,0.47716,0.48332,0.17412,2.11674,1.35936,1.17977,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406
+62,2557.34,1.67246,0.96579,1.00572,0,0,0,0,0,0,0.60293,0.50595,0.5012,0.17852,2.12121,1.30077,1.19734,0.011883,0.003961,0.011883,0.003961,0.011883,0.003961,0.011883,0.003961
+63,2597.81,1.67252,0.97825,1.01145,0,0,0,0,0,0,0.61013,0.49742,0.49978,0.17842,2.12511,1.36898,1.17749,0.011586,0.003862,0.011586,0.003862,0.011586,0.003862,0.011586,0.003862
+64,2639.26,1.67542,0.96118,1.00107,0,0,0,0,0,0,0.62665,0.49998,0.50347,0.18278,2.13563,1.34028,1.17956,0.011289,0.003763,0.011289,0.003763,0.011289,0.003763,0.011289,0.003763
+65,2680.72,1.67723,0.94751,0.99433,0,0,0,0,0,0,0.6394,0.48735,0.50675,0.17877,2.15557,1.38593,1.15531,0.010992,0.003664,0.010992,0.003664,0.010992,0.003664,0.010992,0.003664
+66,2721.36,1.65035,0.94627,0.99728,0,0,0,0,0,0,0.62643,0.49175,0.50051,0.17676,2.16558,1.34988,1.18824,0.010695,0.003565,0.010695,0.003565,0.010695,0.003565,0.010695,0.003565
+67,2762.78,1.64083,0.94111,0.98908,0,0,0,0,0,0,0.63725,0.50211,0.51134,0.18214,2.14687,1.33873,1.16841,0.010398,0.003466,0.010398,0.003466,0.010398,0.003466,0.010398,0.003466
+68,2804.36,1.63299,0.9316,0.98656,0,0,0,0,0,0,0.61248,0.51555,0.50801,0.1793,2.15653,1.37233,1.1716,0.010101,0.003367,0.010101,0.003367,0.010101,0.003367,0.010101,0.003367
+69,2845.38,1.63328,0.93034,0.99789,0,0,0,0,0,0,0.62615,0.49506,0.49512,0.1773,2.1692,1.36804,1.17589,0.009804,0.003268,0.009804,0.003268,0.009804,0.003268,0.009804,0.003268
+70,2886.41,1.62756,0.91455,0.99026,0,0,0,0,0,0,0.6391,0.4906,0.50004,0.17869,2.18216,1.35742,1.19574,0.009507,0.003169,0.009507,0.003169,0.009507,0.003169,0.009507,0.003169
+71,2927.3,1.63502,0.92367,0.98377,0,0,0,0,0,0,0.60262,0.50979,0.49982,0.17858,2.15541,1.35166,1.19852,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307
+72,2967.8,1.61177,0.91333,0.98323,0,0,0,0,0,0,0.60974,0.50019,0.50144,0.17725,2.15161,1.38755,1.19891,0.008913,0.002971,0.008913,0.002971,0.008913,0.002971,0.008913,0.002971
+73,3008.19,1.6261,0.91479,0.98498,0,0,0,0,0,0,0.61811,0.50595,0.50339,0.17944,2.16451,1.38456,1.19823,0.008616,0.002872,0.008616,0.002872,0.008616,0.002872,0.008616,0.002872
+74,3049.5,1.61002,0.90656,0.97589,0,0,0,0,0,0,0.6015,0.51401,0.50095,0.17745,2.18765,1.37087,1.22242,0.008319,0.002773,0.008319,0.002773,0.008319,0.002773,0.008319,0.002773
+75,3090.8,1.59466,0.89578,0.97881,0,0,0,0,0,0,0.61958,0.50403,0.5044,0.17831,2.17822,1.32652,1.2241,0.008022,0.002674,0.008022,0.002674,0.008022,0.002674,0.008022,0.002674
+76,3130.8,1.58591,0.88806,0.98187,0,0,0,0,0,0,0.6273,0.50138,0.50503,0.17477,2.18486,1.33232,1.23162,0.007725,0.002575,0.007725,0.002575,0.007725,0.002575,0.007725,0.002575
+77,3170.74,1.5767,0.88558,0.97673,0,0,0,0,0,0,0.61736,0.50477,0.50626,0.17665,2.18154,1.3553,1.19086,0.007428,0.002476,0.007428,0.002476,0.007428,0.002476,0.007428,0.002476
+78,3210.67,1.59017,0.88519,0.97457,0,0,0,0,0,0,0.59914,0.51708,0.50445,0.17607,2.18465,1.34842,1.18507,0.007131,0.002377,0.007131,0.002377,0.007131,0.002377,0.007131,0.002377
+79,3251.6,1.58639,0.88515,0.96916,0,0,0,0,0,0,0.62789,0.50173,0.50458,0.17429,2.19509,1.33817,1.22029,0.006834,0.002278,0.006834,0.002278,0.006834,0.002278,0.006834,0.002278
+80,3292.7,1.56541,0.86655,0.97358,0,0,0,0,0,0,0.61895,0.50693,0.50184,0.17342,2.18991,1.32757,1.20629,0.006537,0.002179,0.006537,0.002179,0.006537,0.002179,0.006537,0.002179
+81,3333.18,1.5617,0.86413,0.97494,0,0,0,0,0,0,0.60476,0.5167,0.49767,0.17267,2.18789,1.34671,1.20487,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208
+82,3374.44,1.55421,0.86036,0.96891,0,0,0,0,0,0,0.61365,0.5079,0.49892,0.17391,2.1832,1.35535,1.21042,0.005943,0.001981,0.005943,0.001981,0.005943,0.001981,0.005943,0.001981
+83,3415.84,1.55552,0.85875,0.96345,0,0,0,0,0,0,0.61572,0.49821,0.49407,0.1719,2.19157,1.358,1.21776,0.005646,0.001882,0.005646,0.001882,0.005646,0.001882,0.005646,0.001882
+84,3457.1,1.53548,0.8452,0.95956,0,0,0,0,0,0,0.61368,0.49405,0.48958,0.16987,2.19646,1.36121,1.22422,0.005349,0.001783,0.005349,0.001783,0.005349,0.001783,0.005349,0.001783
+85,3498.34,1.53382,0.84903,0.95758,0,0,0,0,0,0,0.61901,0.48837,0.48851,0.16983,2.19643,1.35107,1.22673,0.005052,0.001684,0.005052,0.001684,0.005052,0.001684,0.005052,0.001684
+86,3539.1,1.51594,0.84632,0.95579,0,0,0,0,0,0,0.61826,0.49115,0.49087,0.17032,2.19095,1.34885,1.22879,0.004755,0.001585,0.004755,0.001585,0.004755,0.001585,0.004755,0.001585
+87,3579.66,1.52011,0.83274,0.95848,0,0,0,0,0,0,0.60201,0.50902,0.49105,0.17199,2.18902,1.36199,1.2323,0.004458,0.001486,0.004458,0.001486,0.004458,0.001486,0.004458,0.001486
+88,3620.74,1.50845,0.82758,0.95622,0,0,0,0,0,0,0.6087,0.50211,0.49015,0.1702,2.20963,1.38026,1.23427,0.004161,0.001387,0.004161,0.001387,0.004161,0.001387,0.004161,0.001387
+89,3661.21,1.5282,0.83181,0.95166,0,0,0,0,0,0,0.60739,0.49942,0.48672,0.16883,2.21255,1.39558,1.23415,0.003864,0.001288,0.003864,0.001288,0.003864,0.001288,0.003864,0.001288
+90,3702.01,1.50556,0.8258,0.95162,0,0,0,0,0,0,0.60471,0.4975,0.4879,0.16881,2.21335,1.39967,1.23478,0.003567,0.001189,0.003567,0.001189,0.003567,0.001189,0.003567,0.001189
+91,3745.16,1.38195,0.73936,0.91717,0,0,0,0,0,0,0.61383,0.48522,0.48474,0.16852,2.21555,1.40957,1.23415,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109
+92,3785.8,1.37786,0.72993,0.91454,0,0,0,0,0,0,0.63726,0.48215,0.48822,0.16848,2.2192,1.41247,1.2369,0.002973,0.000991,0.002973,0.000991,0.002973,0.000991,0.002973,0.000991
+93,3826.49,1.33544,0.70629,0.90743,0,0,0,0,0,0,0.63756,0.47754,0.48636,0.16756,2.22685,1.4161,1.24116,0.002676,0.000892,0.002676,0.000892,0.002676,0.000892,0.002676,0.000892
+94,3867.81,1.31479,0.69674,0.9016,0,0,0,0,0,0,0.64315,0.47447,0.48477,0.16643,2.23172,1.42635,1.2442,0.002379,0.000793,0.002379,0.000793,0.002379,0.000793,0.002379,0.000793
+95,3909.67,1.30263,0.69365,0.90178,0,0,0,0,0,0,0.64623,0.47332,0.48753,0.16644,2.23847,1.43634,1.24339,0.002082,0.000694,0.002082,0.000694,0.002082,0.000694,0.002082,0.000694
+96,3949.97,1.30998,0.69051,0.89808,0,0,0,0,0,0,0.6379,0.47542,0.48411,0.16433,2.2385,1.43916,1.24448,0.001785,0.000595,0.001785,0.000595,0.001785,0.000595,0.001785,0.000595
+97,3990.03,1.2874,0.6795,0.89506,0,0,0,0,0,0,0.63853,0.47678,0.48249,0.16447,2.2449,1.44774,1.24883,0.001488,0.000496,0.001488,0.000496,0.001488,0.000496,0.001488,0.000496
+98,4030.42,1.27894,0.6748,0.89365,0,0,0,0,0,0,0.63465,0.47479,0.47832,0.16366,2.25798,1.45495,1.25241,0.001191,0.000397,0.001191,0.000397,0.001191,0.000397,0.001191,0.000397
+99,4071.42,1.26131,0.6703,0.88923,0,0,0,0,0,0,0.6268,0.47447,0.47894,0.16253,2.2654,1.45921,1.25456,0.000894,0.000298,0.000894,0.000298,0.000894,0.000298,0.000894,0.000298
+100,4113.06,1.26977,0.66812,0.88872,0,0,0,0,0,0,0.63381,0.47294,0.48084,0.16296,2.26904,1.46174,1.25777,0.000597,0.000199,0.000597,0.000199,0.000597,0.000199,0.000597,0.000199

tinyperson/copy_paste/cp1_single1/mosaic/seed_44/weights/best.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cf0c2420ee279b95c3dabe8ac8b8c738742ff4d41eccdc146b34ac64a6ad59e2
-size 7035706
+oid sha256:69ba100cb906ca2f917af8772f194c06613dc1fbec03a505b0c001340e486d84
+size 7035642

tinyperson/copy_paste/cp1_single1/mosaic/seed_44/weights/last.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0979ad1357dcdeca8c17e9d2a6c1e15ed0e2bbbbf39c05eeac0eb58126b29efd
-size 7035706
+oid sha256:97b14784cfab86c8021f2cfc3624ddb585d3c1e2ddbf0ba7ed47d102499600eb
+size 7035642