|
| 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 | +1,197.069,0.00789,1.50194,1.29366,0.72381,0.57177,0.65343,0.43826,0.00948,1.07069,1.22685,0.00332889,0.00332889,0.07004 |
| 3 | +2,389.43,0.00778,1.33501,1.29333,0.70017,0.4772,0.59843,0.4362,0.00846,1.25202,1.23618,0.00660226,0.00660226,0.03998 |
| 4 | +3,579.224,0.00868,1.65136,1.40872,0.54361,0.27783,0.41106,0.27121,0.01042,1.84602,1.51725,0.00981564,0.00981564,0.00986008 |
| 5 | +4,768.085,0.00955,1.93703,1.52412,0.57322,0.26464,0.4171,0.2484,0.01102,1.91883,1.60517,0.00973,0.00973,0.00973 |
| 6 | +5,957.218,0.00943,1.88328,1.52148,0.65139,0.3127,0.48352,0.31894,0.01003,1.67084,1.49984,0.00964,0.00964,0.00964 |
| 7 | +6,1146.21,0.00925,1.80102,1.5022,0.65287,0.35458,0.50436,0.33209,0.0097,1.59271,1.45447,0.00955,0.00955,0.00955 |
| 8 | +7,1335.11,0.00904,1.71986,1.48125,0.70209,0.34984,0.53906,0.37543,0.00932,1.4414,1.4154,0.00946,0.00946,0.00946 |
| 9 | +8,1524.43,0.00889,1.67809,1.46562,0.68676,0.40342,0.55649,0.38618,0.00925,1.42079,1.40098,0.00937,0.00937,0.00937 |
| 10 | +9,1713.71,0.00877,1.61831,1.45328,0.72948,0.39007,0.57174,0.40835,0.00899,1.37956,1.3767,0.00928,0.00928,0.00928 |
| 11 | +10,1902.94,0.00867,1.58519,1.44671,0.71711,0.43058,0.58057,0.41358,0.00864,1.33477,1.36274,0.00919,0.00919,0.00919 |
| 12 | +11,2092.13,0.00855,1.55481,1.43611,0.70054,0.42985,0.57471,0.40139,0.00909,1.3188,1.37211,0.0091,0.0091,0.0091 |
| 13 | +12,2281.77,0.00843,1.50057,1.41868,0.70832,0.45938,0.59643,0.43342,0.00857,1.27094,1.32297,0.00901,0.00901,0.00901 |
| 14 | +13,2471.67,0.00836,1.47877,1.41515,0.66015,0.49046,0.59417,0.4329,0.00818,1.29317,1.31204,0.00892,0.00892,0.00892 |
| 15 | +14,2661.49,0.00826,1.44854,1.40115,0.73264,0.47092,0.61268,0.45852,0.008,1.20744,1.27168,0.00883,0.00883,0.00883 |
| 16 | +15,2851.58,0.00821,1.42891,1.40166,0.68941,0.51928,0.6244,0.46943,0.00784,1.20727,1.2755,0.00874,0.00874,0.00874 |
| 17 | +16,3041.59,0.00813,1.40205,1.38955,0.74027,0.48055,0.62133,0.46849,0.00787,1.18897,1.27711,0.00865,0.00865,0.00865 |
| 18 | +17,3232.19,0.00806,1.37125,1.37605,0.71639,0.50674,0.62932,0.47141,0.008,1.17238,1.27657,0.00856,0.00856,0.00856 |
| 19 | +18,3422.72,0.00805,1.36732,1.37974,0.73996,0.51503,0.64567,0.47601,0.00817,1.16812,1.28693,0.00847,0.00847,0.00847 |
| 20 | +19,3613.39,0.00798,1.33796,1.3743,0.73313,0.5104,0.63945,0.47423,0.00809,1.13459,1.27695,0.00838,0.00838,0.00838 |
| 21 | +20,3804.24,0.00789,1.3188,1.36662,0.72986,0.53853,0.65362,0.50028,0.0075,1.09708,1.25344,0.00829,0.00829,0.00829 |
| 22 | +21,3995.12,0.00784,1.29133,1.35361,0.74007,0.53627,0.65687,0.50603,0.00745,1.0856,1.23251,0.0082,0.0082,0.0082 |
| 23 | +22,4185.66,0.00777,1.28451,1.35568,0.76027,0.53491,0.66437,0.50643,0.00769,1.08845,1.24916,0.00811,0.00811,0.00811 |
| 24 | +23,4376.49,0.00772,1.27328,1.34842,0.74312,0.54681,0.66282,0.50175,0.00761,1.08614,1.23507,0.00802,0.00802,0.00802 |
| 25 | +24,4567.54,0.00772,1.25562,1.34826,0.75458,0.5435,0.66743,0.51103,0.00748,1.06513,1.22867,0.00793,0.00793,0.00793 |
| 26 | +25,4758.29,0.00769,1.24429,1.3434,0.73896,0.55735,0.6733,0.51725,0.00749,1.03914,1.22124,0.00784,0.00784,0.00784 |
| 27 | +26,4949.08,0.00766,1.22919,1.33711,0.73808,0.55935,0.67164,0.51615,0.00729,1.03735,1.21521,0.00775,0.00775,0.00775 |
| 28 | +27,5139.73,0.00759,1.21267,1.33069,0.74393,0.56496,0.68163,0.52878,0.0072,1.027,1.20845,0.00766,0.00766,0.00766 |
| 29 | +28,5330.32,0.00758,1.20682,1.32754,0.75987,0.57522,0.69059,0.53558,0.00725,1.0135,1.20642,0.00757,0.00757,0.00757 |
| 30 | +29,5520.94,0.00749,1.17942,1.32224,0.75451,0.57159,0.68869,0.52859,0.00736,1.01309,1.21225,0.00748,0.00748,0.00748 |
| 31 | +30,5711.48,0.00749,1.17928,1.31953,0.74455,0.57693,0.68134,0.52775,0.00728,1.00261,1.20575,0.00739,0.00739,0.00739 |
| 32 | +31,5902.11,0.0075,1.16777,1.32488,0.75467,0.57447,0.68604,0.53742,0.00708,0.99594,1.19268,0.0073,0.0073,0.0073 |
| 33 | +32,6092.83,0.00741,1.15625,1.31041,0.75413,0.58523,0.68961,0.54051,0.007,0.97675,1.18834,0.00721,0.00721,0.00721 |
| 34 | +33,6283.58,0.00739,1.13742,1.31101,0.74759,0.58159,0.68816,0.54029,0.00709,0.96972,1.19658,0.00712,0.00712,0.00712 |
| 35 | +34,6473.95,0.00734,1.12556,1.30037,0.77757,0.57894,0.69852,0.55424,0.00685,0.9677,1.18121,0.00703,0.00703,0.00703 |
| 36 | +35,6664.56,0.00732,1.12298,1.30133,0.7674,0.59519,0.70309,0.55075,0.00705,0.96129,1.1843,0.00694,0.00694,0.00694 |
| 37 | +36,6855.08,0.00726,1.11079,1.29677,0.75863,0.58801,0.69657,0.54616,0.00706,0.96503,1.18687,0.00685,0.00685,0.00685 |
| 38 | +37,7045.77,0.00726,1.1004,1.29597,0.75416,0.59712,0.70149,0.55675,0.00684,0.95369,1.17039,0.00676,0.00676,0.00676 |
| 39 | +38,7237.92,0.00723,1.08973,1.29308,0.76396,0.59783,0.70434,0.56085,0.00677,0.9425,1.16779,0.00667,0.00667,0.00667 |
| 40 | +39,7430.03,0.00717,1.08368,1.28847,0.77482,0.60242,0.7106,0.56649,0.00676,0.93396,1.16945,0.00658,0.00658,0.00658 |
| 41 | +40,7622.61,0.00715,1.06432,1.28515,0.7689,0.60976,0.71227,0.56808,0.00669,0.9278,1.16463,0.00649,0.00649,0.00649 |
| 42 | +41,7814.81,0.00711,1.05257,1.27627,0.77213,0.60889,0.7148,0.5763,0.00666,0.92541,1.15708,0.0064,0.0064,0.0064 |
| 43 | +42,8007.51,0.0071,1.04593,1.27493,0.76386,0.61778,0.71569,0.57139,0.00674,0.9202,1.16141,0.00631,0.00631,0.00631 |
| 44 | +43,8199.68,0.00707,1.04782,1.27751,0.76349,0.61334,0.71364,0.57608,0.00662,0.91725,1.15735,0.00622,0.00622,0.00622 |
| 45 | +44,8391.71,0.00706,1.04277,1.27323,0.75644,0.61566,0.71364,0.57514,0.00655,0.90859,1.14683,0.00613,0.00613,0.00613 |
| 46 | +45,8583.92,0.00699,1.02718,1.26869,0.76221,0.61814,0.71685,0.57382,0.00664,0.9091,1.15438,0.00604,0.00604,0.00604 |
| 47 | +46,8775.92,0.007,1.01727,1.26815,0.76635,0.61445,0.71625,0.57441,0.00662,0.91145,1.15411,0.00595,0.00595,0.00595 |
| 48 | +47,8967.37,0.00698,1.00821,1.26163,0.75798,0.61515,0.7142,0.57545,0.00656,0.91774,1.1473,0.00586,0.00586,0.00586 |
| 49 | +48,9159,0.00692,1.00086,1.26039,0.75576,0.62891,0.71937,0.57889,0.00657,0.90871,1.14855,0.00577,0.00577,0.00577 |
| 50 | +49,9350.17,0.00693,0.99258,1.25722,0.7599,0.62263,0.71777,0.57948,0.00656,0.90331,1.14307,0.00568,0.00568,0.00568 |
| 51 | +50,9541.28,0.00689,0.97849,1.25576,0.74996,0.62945,0.71742,0.58013,0.0065,0.89671,1.14473,0.00559,0.00559,0.00559 |
| 52 | +51,9732.32,0.00687,0.98189,1.25031,0.75595,0.63136,0.7239,0.58598,0.00643,0.89391,1.13818,0.0055,0.0055,0.0055 |
| 53 | +52,9923.69,0.00686,0.97781,1.25204,0.76101,0.62939,0.72408,0.58612,0.00643,0.89521,1.13677,0.00541,0.00541,0.00541 |
| 54 | +53,10115,0.00683,0.96411,1.25078,0.77432,0.62846,0.72663,0.58986,0.00643,0.89011,1.13776,0.00532,0.00532,0.00532 |
| 55 | +54,10306.3,0.00678,0.96088,1.2418,0.75537,0.63142,0.72177,0.58457,0.00642,0.88974,1.13519,0.00523,0.00523,0.00523 |
| 56 | +55,10497.5,0.00672,0.9472,1.24069,0.75617,0.63344,0.7222,0.58506,0.0064,0.88947,1.13508,0.00514,0.00514,0.00514 |
| 57 | +56,10688.4,0.00667,0.93736,1.23767,0.76395,0.63184,0.72558,0.58887,0.00639,0.88562,1.13554,0.00505,0.00505,0.00505 |
| 58 | +57,10879.2,0.00667,0.9267,1.23457,0.76838,0.6346,0.72707,0.59183,0.00634,0.88151,1.13178,0.00496,0.00496,0.00496 |
| 59 | +58,11070,0.00666,0.92317,1.23141,0.76095,0.63274,0.72402,0.59096,0.00629,0.88075,1.12795,0.00487,0.00487,0.00487 |
| 60 | +59,11261,0.00661,0.91007,1.22667,0.75469,0.64225,0.7258,0.59406,0.00626,0.88045,1.12581,0.00478,0.00478,0.00478 |
| 61 | +60,11452.3,0.00655,0.91189,1.2214,0.75673,0.6394,0.72444,0.59184,0.00631,0.88301,1.13093,0.00469,0.00469,0.00469 |
| 62 | +61,11643.5,0.00658,0.89151,1.22264,0.74872,0.64377,0.72374,0.59071,0.00632,0.88392,1.13027,0.0046,0.0046,0.0046 |
| 63 | +62,11834.4,0.00658,0.89589,1.22336,0.7558,0.64307,0.72586,0.59162,0.00632,0.88224,1.12983,0.00451,0.00451,0.00451 |
| 64 | +63,12025.3,0.00653,0.88464,1.21703,0.75511,0.64338,0.72616,0.5919,0.0063,0.8809,1.12948,0.00442,0.00442,0.00442 |
| 65 | +64,12216.1,0.00649,0.8769,1.21354,0.75776,0.64299,0.72676,0.59309,0.00632,0.88018,1.12941,0.00433,0.00433,0.00433 |
| 66 | +65,12407.2,0.00647,0.87836,1.21646,0.75545,0.64986,0.72851,0.59423,0.00632,0.87601,1.13077,0.00424,0.00424,0.00424 |
| 67 | +66,12598.2,0.00648,0.87309,1.21089,0.75271,0.64809,0.72846,0.59377,0.00632,0.87511,1.13069,0.00415,0.00415,0.00415 |
| 68 | +67,12789,0.00643,0.85604,1.20588,0.75164,0.6483,0.72868,0.59293,0.00632,0.87745,1.13189,0.00406,0.00406,0.00406 |
| 69 | +68,12979.5,0.0064,0.85335,1.20308,0.75256,0.65242,0.73052,0.59392,0.00632,0.87859,1.13253,0.00397,0.00397,0.00397 |
| 70 | +69,13170,0.00639,0.84648,1.20538,0.75106,0.65337,0.73141,0.59371,0.00634,0.8795,1.1344,0.00388,0.00388,0.00388 |
| 71 | +70,13360.8,0.00639,0.84469,1.20291,0.75392,0.65127,0.73063,0.59516,0.00634,0.87983,1.13516,0.00379,0.00379,0.00379 |
| 72 | +71,13551.4,0.00631,0.82579,1.19618,0.75497,0.64837,0.73035,0.5964,0.00632,0.88059,1.13457,0.0037,0.0037,0.0037 |
| 73 | +72,13742,0.00628,0.81971,1.19266,0.75675,0.64897,0.73124,0.59664,0.0063,0.88033,1.13307,0.00361,0.00361,0.00361 |
| 74 | +73,13932.5,0.00629,0.81698,1.18773,0.75292,0.64747,0.73053,0.59619,0.0063,0.88143,1.13264,0.00352,0.00352,0.00352 |
| 75 | +74,14122.9,0.00625,0.81094,1.18997,0.75572,0.64798,0.73187,0.59756,0.00628,0.88045,1.132,0.00343,0.00343,0.00343 |
| 76 | +75,14313.4,0.00624,0.80704,1.18586,0.75597,0.64975,0.73263,0.59808,0.00629,0.88203,1.13244,0.00334,0.00334,0.00334 |
| 77 | +76,14504.1,0.00618,0.79733,1.18409,0.75697,0.65467,0.73495,0.59918,0.00628,0.88087,1.13213,0.00325,0.00325,0.00325 |
| 78 | +77,14694.9,0.0062,0.79361,1.18569,0.75512,0.65531,0.73485,0.59917,0.00629,0.88111,1.13233,0.00316,0.00316,0.00316 |
| 79 | +78,14885.2,0.00616,0.78612,1.1777,0.75411,0.65565,0.73472,0.59951,0.00628,0.88357,1.13155,0.00307,0.00307,0.00307 |
| 80 | +79,15075.7,0.00612,0.78143,1.17669,0.75576,0.65618,0.73526,0.60023,0.00628,0.88331,1.13111,0.00298,0.00298,0.00298 |
| 81 | +80,15266,0.00611,0.7735,1.17556,0.7559,0.65468,0.73466,0.60037,0.00628,0.88366,1.1308,0.00289,0.00289,0.00289 |
| 82 | +81,15456.4,0.00608,0.76369,1.16809,0.75437,0.65494,0.73402,0.59915,0.00628,0.88357,1.13125,0.0028,0.0028,0.0028 |
| 83 | +82,15646.6,0.00609,0.76602,1.16874,0.77487,0.63949,0.733,0.59903,0.00628,0.88518,1.13056,0.00271,0.00271,0.00271 |
| 84 | +83,15836.7,0.00607,0.75738,1.16799,0.76546,0.6464,0.733,0.59842,0.00628,0.88676,1.1305,0.00262,0.00262,0.00262 |
| 85 | +84,16027,0.00601,0.74413,1.16495,0.75625,0.65435,0.73361,0.59927,0.00628,0.88782,1.1308,0.00253,0.00253,0.00253 |
| 86 | +85,16217.5,0.00599,0.73658,1.15693,0.76081,0.64868,0.73267,0.59797,0.00628,0.88849,1.13078,0.00244,0.00244,0.00244 |
| 87 | +86,16407.9,0.00596,0.7359,1.15618,0.76754,0.64508,0.73229,0.59797,0.00628,0.88828,1.13028,0.00235,0.00235,0.00235 |
| 88 | +87,16597.7,0.00595,0.73381,1.15683,0.76877,0.64512,0.73214,0.59843,0.00627,0.88889,1.13044,0.00226,0.00226,0.00226 |
| 89 | +88,16787.5,0.00593,0.72426,1.15148,0.77397,0.64264,0.73168,0.59907,0.00627,0.8902,1.12951,0.00217,0.00217,0.00217 |
| 90 | +89,16977.8,0.00588,0.71526,1.15027,0.76581,0.64644,0.73133,0.59852,0.00627,0.89114,1.12998,0.00208,0.00208,0.00208 |
| 91 | +90,17168.1,0.00589,0.70856,1.14666,0.7719,0.64291,0.73082,0.5983,0.00626,0.89185,1.12948,0.00199,0.00199,0.00199 |
| 92 | +91,17359.5,0.00521,0.49997,1.05597,0.77741,0.63812,0.73058,0.59804,0.00625,0.89331,1.12925,0.0019,0.0019,0.0019 |
| 93 | +92,17550.1,0.00516,0.48342,1.05095,0.78417,0.6353,0.73014,0.59798,0.00625,0.89391,1.12915,0.00181,0.00181,0.00181 |
| 94 | +93,17740.8,0.00509,0.47629,1.0483,0.79072,0.63131,0.73002,0.59752,0.00625,0.89471,1.12956,0.00172,0.00172,0.00172 |
| 95 | +94,17931.5,0.00506,0.46791,1.04221,0.7822,0.63447,0.73007,0.59738,0.00625,0.89603,1.12959,0.00163,0.00163,0.00163 |
| 96 | +95,18122,0.00501,0.46215,1.03639,0.78266,0.63284,0.72822,0.596,0.00625,0.89687,1.12981,0.00154,0.00154,0.00154 |
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