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training for JC deployment

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Hunter David Halloran
2025-05-14 16:32:37 +00:00
parent 6011c5005a
commit 787f5a5f23
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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
1,506.754,0.69773,0.6443,0.98677,0.85746,0.90067,0.95602,0.81969,0.57211,0.44531,0.84271,0.000665995,0.000665995,0.000665995
2,775.31,0.67191,0.46142,0.96903,0.89594,0.91124,0.96492,0.83347,0.56171,0.43418,0.84033,0.00127989,0.00127989,0.00127989
3,1042.43,0.64879,0.43295,0.95724,0.89927,0.92376,0.97455,0.84793,0.53096,0.3909,0.82332,0.00184098,0.00184098,0.00184098
4,1309.29,0.63499,0.41484,0.94974,0.8901,0.90711,0.96519,0.83708,0.53559,0.41364,0.82635,0.0017624,0.0017624,0.0017624
5,1576.24,0.6194,0.39346,0.94417,0.92455,0.92984,0.97784,0.85866,0.51774,0.35537,0.81741,0.0016832,0.0016832,0.0016832
6,1843.45,0.60151,0.37385,0.93784,0.89506,0.93742,0.96631,0.83846,0.55381,0.38597,0.82555,0.001604,0.001604,0.001604
7,2110.63,0.58751,0.35579,0.93003,0.90571,0.9501,0.97622,0.86446,0.51076,0.3642,0.8146,0.0015248,0.0015248,0.0015248
8,2377.57,0.57208,0.34024,0.92507,0.90235,0.93492,0.9714,0.86352,0.50438,0.35819,0.81116,0.0014456,0.0014456,0.0014456
9,2644.65,0.55947,0.32402,0.91929,0.91572,0.94436,0.97664,0.87084,0.49431,0.34051,0.80756,0.0013664,0.0013664,0.0013664
10,2911.65,0.54281,0.31078,0.91366,0.91424,0.93562,0.9652,0.86171,0.4887,0.38716,0.80484,0.0012872,0.0012872,0.0012872
11,3178.42,0.52475,0.29805,0.90675,0.90982,0.9442,0.96658,0.86221,0.49884,0.37786,0.80951,0.001208,0.001208,0.001208
12,3445.37,0.50654,0.28378,0.90022,0.91695,0.94206,0.96273,0.85841,0.50642,0.37648,0.81476,0.0011288,0.0011288,0.0011288
13,3712.44,0.48918,0.27473,0.89372,0.91413,0.9375,0.961,0.85692,0.51257,0.38685,0.81386,0.0010496,0.0010496,0.0010496
14,3979.6,0.47069,0.26422,0.88725,0.91369,0.94444,0.96014,0.85136,0.51508,0.37853,0.81735,0.0009704,0.0009704,0.0009704
15,4246.8,0.45515,0.25584,0.88293,0.89485,0.94321,0.94822,0.84115,0.51803,0.40433,0.81875,0.0008912,0.0008912,0.0008912
16,4509.67,0.40004,0.21119,0.8626,0.91392,0.93884,0.94297,0.83674,0.5208,0.42094,0.8231,0.000812,0.000812,0.000812
17,4771.34,0.37703,0.19988,0.85195,0.90937,0.94359,0.94351,0.83788,0.52937,0.41134,0.82689,0.0007328,0.0007328,0.0007328
18,5032.84,0.35892,0.19194,0.84558,0.90822,0.93263,0.93177,0.82919,0.52888,0.46293,0.8317,0.0006536,0.0006536,0.0006536
19,5294.47,0.34436,0.18312,0.84155,0.91178,0.93976,0.9361,0.83365,0.52819,0.43623,0.83142,0.0005744,0.0005744,0.0005744
20,5556.06,0.3276,0.17687,0.83577,0.9108,0.9393,0.9371,0.83403,0.52633,0.4396,0.83187,0.0004952,0.0004952,0.0004952
21,5817.69,0.31108,0.16883,0.83093,0.91184,0.93631,0.93389,0.83055,0.52741,0.45089,0.83429,0.000416,0.000416,0.000416
22,6079.32,0.29764,0.1618,0.8259,0.91338,0.93828,0.93298,0.83033,0.52668,0.4425,0.83452,0.0003368,0.0003368,0.0003368
23,6340.95,0.28511,0.15486,0.82229,0.91827,0.93003,0.9306,0.82773,0.52781,0.47135,0.8384,0.0002576,0.0002576,0.0002576
24,6602.43,0.27296,0.14872,0.81929,0.91692,0.92886,0.93197,0.82858,0.52829,0.48239,0.83885,0.0001784,0.0001784,0.0001784
25,6864.01,0.26224,0.14304,0.81588,0.91716,0.93172,0.93469,0.83199,0.52728,0.48326,0.84022,9.92e-05,9.92e-05,9.92e-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 1 506.754 0.69773 0.6443 0.98677 0.85746 0.90067 0.95602 0.81969 0.57211 0.44531 0.84271 0.000665995 0.000665995 0.000665995
3 2 775.31 0.67191 0.46142 0.96903 0.89594 0.91124 0.96492 0.83347 0.56171 0.43418 0.84033 0.00127989 0.00127989 0.00127989
4 3 1042.43 0.64879 0.43295 0.95724 0.89927 0.92376 0.97455 0.84793 0.53096 0.3909 0.82332 0.00184098 0.00184098 0.00184098
5 4 1309.29 0.63499 0.41484 0.94974 0.8901 0.90711 0.96519 0.83708 0.53559 0.41364 0.82635 0.0017624 0.0017624 0.0017624
6 5 1576.24 0.6194 0.39346 0.94417 0.92455 0.92984 0.97784 0.85866 0.51774 0.35537 0.81741 0.0016832 0.0016832 0.0016832
7 6 1843.45 0.60151 0.37385 0.93784 0.89506 0.93742 0.96631 0.83846 0.55381 0.38597 0.82555 0.001604 0.001604 0.001604
8 7 2110.63 0.58751 0.35579 0.93003 0.90571 0.9501 0.97622 0.86446 0.51076 0.3642 0.8146 0.0015248 0.0015248 0.0015248
9 8 2377.57 0.57208 0.34024 0.92507 0.90235 0.93492 0.9714 0.86352 0.50438 0.35819 0.81116 0.0014456 0.0014456 0.0014456
10 9 2644.65 0.55947 0.32402 0.91929 0.91572 0.94436 0.97664 0.87084 0.49431 0.34051 0.80756 0.0013664 0.0013664 0.0013664
11 10 2911.65 0.54281 0.31078 0.91366 0.91424 0.93562 0.9652 0.86171 0.4887 0.38716 0.80484 0.0012872 0.0012872 0.0012872
12 11 3178.42 0.52475 0.29805 0.90675 0.90982 0.9442 0.96658 0.86221 0.49884 0.37786 0.80951 0.001208 0.001208 0.001208
13 12 3445.37 0.50654 0.28378 0.90022 0.91695 0.94206 0.96273 0.85841 0.50642 0.37648 0.81476 0.0011288 0.0011288 0.0011288
14 13 3712.44 0.48918 0.27473 0.89372 0.91413 0.9375 0.961 0.85692 0.51257 0.38685 0.81386 0.0010496 0.0010496 0.0010496
15 14 3979.6 0.47069 0.26422 0.88725 0.91369 0.94444 0.96014 0.85136 0.51508 0.37853 0.81735 0.0009704 0.0009704 0.0009704
16 15 4246.8 0.45515 0.25584 0.88293 0.89485 0.94321 0.94822 0.84115 0.51803 0.40433 0.81875 0.0008912 0.0008912 0.0008912
17 16 4509.67 0.40004 0.21119 0.8626 0.91392 0.93884 0.94297 0.83674 0.5208 0.42094 0.8231 0.000812 0.000812 0.000812
18 17 4771.34 0.37703 0.19988 0.85195 0.90937 0.94359 0.94351 0.83788 0.52937 0.41134 0.82689 0.0007328 0.0007328 0.0007328
19 18 5032.84 0.35892 0.19194 0.84558 0.90822 0.93263 0.93177 0.82919 0.52888 0.46293 0.8317 0.0006536 0.0006536 0.0006536
20 19 5294.47 0.34436 0.18312 0.84155 0.91178 0.93976 0.9361 0.83365 0.52819 0.43623 0.83142 0.0005744 0.0005744 0.0005744
21 20 5556.06 0.3276 0.17687 0.83577 0.9108 0.9393 0.9371 0.83403 0.52633 0.4396 0.83187 0.0004952 0.0004952 0.0004952
22 21 5817.69 0.31108 0.16883 0.83093 0.91184 0.93631 0.93389 0.83055 0.52741 0.45089 0.83429 0.000416 0.000416 0.000416
23 22 6079.32 0.29764 0.1618 0.8259 0.91338 0.93828 0.93298 0.83033 0.52668 0.4425 0.83452 0.0003368 0.0003368 0.0003368
24 23 6340.95 0.28511 0.15486 0.82229 0.91827 0.93003 0.9306 0.82773 0.52781 0.47135 0.8384 0.0002576 0.0002576 0.0002576
25 24 6602.43 0.27296 0.14872 0.81929 0.91692 0.92886 0.93197 0.82858 0.52829 0.48239 0.83885 0.0001784 0.0001784 0.0001784
26 25 6864.01 0.26224 0.14304 0.81588 0.91716 0.93172 0.93469 0.83199 0.52728 0.48326 0.84022 9.92e-05 9.92e-05 9.92e-05