results.csv 51.7 KB
               epoch,      train/box_loss,      train/obj_loss,      train/cls_loss,   metrics/precision,      metrics/recall,     metrics/mAP_0.5,metrics/mAP_0.5:0.95,        val/box_loss,        val/obj_loss,        val/cls_loss,               x/lr0,               x/lr1,               x/lr2
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                   2,            0.030653,            0.010842,                   0,             0.64196,             0.56907,             0.60991,             0.36846,            0.035761,            0.012549,                   0,            0.010053,           0.0099502,           0.0099502
                   3,            0.027071,            0.010309,                   0,             0.81497,             0.69926,             0.81402,             0.53403,              0.0241,           0.0096399,                   0,           0.0099406,           0.0099406,           0.0099406
                   4,            0.024158,           0.0095332,                   0,             0.87641,             0.80069,             0.88213,             0.61952,            0.022216,           0.0085018,                   0,           0.0099406,           0.0099406,           0.0099406
                   5,            0.022535,            0.009084,                   0,             0.89202,             0.81718,             0.89234,              0.6063,            0.022608,           0.0083177,                   0,           0.0099208,           0.0099208,           0.0099208
                   6,            0.021489,           0.0086046,                   0,             0.88717,             0.83219,             0.91614,             0.63429,            0.020643,           0.0078223,                   0,            0.009901,            0.009901,            0.009901
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                  96,            0.013946,           0.0060851,                   0,             0.95617,             0.91684,             0.96604,              0.7612,            0.014851,           0.0063789,                   0,            0.008119,            0.008119,            0.008119
                  97,            0.013965,            0.006098,                   0,              0.9558,             0.91615,             0.96619,             0.75988,             0.01486,           0.0063871,                   0,           0.0080992,           0.0080992,           0.0080992
                  98,            0.014122,           0.0061209,                   0,             0.95623,             0.91546,             0.96609,             0.75965,            0.014866,           0.0063942,                   0,           0.0080794,           0.0080794,           0.0080794
                  99,            0.014023,           0.0060883,                   0,             0.95494,             0.91959,             0.96618,             0.75961,            0.014873,           0.0063954,                   0,           0.0080596,           0.0080596,           0.0080596
                 100,            0.013889,           0.0060711,                   0,             0.95507,             0.92044,              0.9661,             0.75955,            0.014875,           0.0063936,                   0,           0.0080398,           0.0080398,           0.0080398
                 101,            0.013871,           0.0060722,                   0,             0.95242,             0.92027,             0.96616,             0.75968,            0.014876,            0.006398,                   0,             0.00802,             0.00802,             0.00802
                 102,            0.013866,           0.0060401,                   0,             0.94926,             0.92027,               0.966,             0.75895,            0.014885,           0.0064056,                   0,           0.0080002,           0.0080002,           0.0080002
                 103,            0.013926,           0.0060476,                   0,             0.95329,             0.92027,              0.9662,             0.75981,            0.014889,           0.0064103,                   0,           0.0079804,           0.0079804,           0.0079804
                 104,            0.013972,           0.0060767,                   0,             0.95267,             0.92027,             0.96604,             0.75969,            0.014896,            0.006415,                   0,           0.0079606,           0.0079606,           0.0079606
                 105,            0.013649,           0.0059426,                   0,             0.95365,             0.91912,             0.96588,             0.75938,            0.014902,           0.0064202,                   0,           0.0079408,           0.0079408,           0.0079408
                 106,            0.013519,            0.005952,                   0,             0.95297,              0.9192,             0.96591,             0.75874,            0.014909,           0.0064215,                   0,            0.007921,            0.007921,            0.007921
                 107,            0.013746,           0.0060321,                   0,             0.95295,             0.91883,             0.96646,             0.75877,            0.014914,           0.0064237,                   0,           0.0079012,           0.0079012,           0.0079012
                 108,             0.01352,           0.0059406,                   0,             0.95306,             0.92101,             0.96714,             0.75898,            0.014928,           0.0064286,                   0,           0.0078814,           0.0078814,           0.0078814
                 109,            0.013454,           0.0059192,                   0,             0.95309,             0.92027,              0.9667,             0.75901,            0.014938,           0.0064317,                   0,           0.0078616,           0.0078616,           0.0078616
                 110,            0.013629,           0.0059628,                   0,             0.95303,             0.92038,             0.96693,             0.75913,            0.014943,           0.0064413,                   0,           0.0078418,           0.0078418,           0.0078418
                 111,            0.013529,           0.0059143,                   0,             0.95568,             0.91887,             0.96695,             0.75918,            0.014946,           0.0064454,                   0,            0.007822,            0.007822,            0.007822
                 112,            0.013633,           0.0059583,                   0,             0.95494,             0.91769,             0.96674,             0.75851,            0.014954,           0.0064547,                   0,           0.0078022,           0.0078022,           0.0078022
                 113,            0.013538,           0.0059784,                   0,              0.9573,             0.91753,             0.96682,             0.75876,            0.014951,           0.0064609,                   0,           0.0077824,           0.0077824,           0.0077824
                 114,            0.013551,           0.0059145,                   0,             0.95621,             0.91553,             0.96554,             0.75867,            0.014952,           0.0064665,                   0,           0.0077626,           0.0077626,           0.0077626
                 115,            0.013326,           0.0058269,                   0,             0.95684,             0.91478,             0.96529,             0.75919,             0.01495,           0.0064721,                   0,           0.0077428,           0.0077428,           0.0077428
                 116,            0.013434,           0.0058281,                   0,             0.95619,             0.91478,             0.96509,             0.75848,            0.014955,           0.0064781,                   0,            0.007723,            0.007723,            0.007723
                 117,            0.013257,           0.0058446,                   0,             0.95901,             0.91409,               0.966,             0.75902,            0.014954,           0.0064802,                   0,           0.0077032,           0.0077032,           0.0077032
                 118,            0.013518,           0.0059819,                   0,             0.95752,             0.91392,             0.96492,             0.75875,            0.014958,           0.0064851,                   0,           0.0076834,           0.0076834,           0.0076834
                 119,            0.013444,           0.0058111,                   0,             0.95692,              0.9134,             0.96478,             0.75878,             0.01496,           0.0064931,                   0,           0.0076636,           0.0076636,           0.0076636
                 120,            0.013286,           0.0058252,                   0,             0.95685,             0.91437,              0.9651,             0.75874,            0.014958,           0.0064958,                   0,           0.0076438,           0.0076438,           0.0076438
                 121,            0.013417,           0.0058564,                   0,             0.95549,             0.91482,             0.96506,              0.7586,            0.014951,           0.0065027,                   0,            0.007624,            0.007624,            0.007624
                 122,            0.013436,           0.0058966,                   0,             0.95547,             0.91434,             0.96467,             0.75892,            0.014943,           0.0065096,                   0,           0.0076042,           0.0076042,           0.0076042
                 123,            0.013277,            0.005858,                   0,             0.95552,              0.9153,             0.96432,             0.75899,            0.014953,           0.0065165,                   0,           0.0075844,           0.0075844,           0.0075844
                 124,            0.013268,            0.005866,                   0,             0.95503,             0.91546,             0.96409,             0.75914,            0.014953,           0.0065205,                   0,           0.0075646,           0.0075646,           0.0075646
                 125,             0.01338,           0.0058749,                   0,             0.95418,             0.91602,             0.96391,             0.75943,            0.014953,           0.0065245,                   0,           0.0075448,           0.0075448,           0.0075448
                 126,            0.013233,           0.0057982,                   0,             0.95513,             0.91546,             0.96393,             0.75933,             0.01496,           0.0065272,                   0,            0.007525,            0.007525,            0.007525
                 127,             0.01302,           0.0057516,                   0,             0.95549,             0.91478,             0.96488,             0.75887,            0.014964,           0.0065289,                   0,           0.0075052,           0.0075052,           0.0075052
                 128,            0.013159,           0.0058079,                   0,             0.95554,             0.91581,             0.96478,             0.75898,            0.014961,           0.0065311,                   0,           0.0074854,           0.0074854,           0.0074854
                 129,            0.013418,           0.0058714,                   0,             0.95614,             0.91391,             0.96377,             0.75899,            0.014956,           0.0065367,                   0,           0.0074656,           0.0074656,           0.0074656
                 130,            0.013028,           0.0057715,                   0,             0.95554,              0.9134,             0.96349,              0.7598,            0.014944,           0.0065392,                   0,           0.0074458,           0.0074458,           0.0074458
                 131,            0.013069,           0.0056597,                   0,             0.95469,             0.91234,             0.96397,              0.7603,             0.01494,            0.006539,                   0,            0.007426,            0.007426,            0.007426
                 132,            0.013203,           0.0058895,                   0,             0.95696,             0.91203,             0.96385,             0.75981,             0.01494,            0.006541,                   0,           0.0074062,           0.0074062,           0.0074062
                 133,            0.012917,           0.0056994,                   0,             0.95536,             0.91204,             0.96368,             0.76006,            0.014938,            0.006547,                   0,           0.0073864,           0.0073864,           0.0073864
                 134,            0.013177,           0.0057862,                   0,             0.95878,             0.90859,             0.96363,              0.7598,            0.014934,           0.0065529,                   0,           0.0073666,           0.0073666,           0.0073666
                 135,            0.012953,           0.0056758,                   0,             0.95868,             0.90894,             0.96356,              0.7603,            0.014927,           0.0065602,                   0,           0.0073468,           0.0073468,           0.0073468
                 136,            0.012809,           0.0056517,                   0,             0.95864,             0.90808,             0.96299,             0.76051,            0.014928,           0.0065627,                   0,            0.007327,            0.007327,            0.007327
                 137,            0.012855,           0.0055995,                   0,             0.95797,             0.90653,             0.96117,             0.76028,             0.01492,           0.0065678,                   0,           0.0073072,           0.0073072,           0.0073072
                 138,             0.01303,           0.0057177,                   0,             0.95821,             0.90653,             0.96141,              0.7607,            0.014908,           0.0065678,                   0,           0.0072874,           0.0072874,           0.0072874
                 139,            0.012822,           0.0056563,                   0,             0.95796,             0.90823,             0.96332,             0.76073,            0.014907,           0.0065665,                   0,           0.0072676,           0.0072676,           0.0072676
                 140,             0.01288,           0.0056768,                   0,             0.95692,             0.90722,             0.96154,             0.76069,            0.014904,           0.0065677,                   0,           0.0072478,           0.0072478,           0.0072478
                 141,            0.013009,           0.0057604,                   0,             0.95796,             0.90653,             0.96316,             0.76087,            0.014901,           0.0065754,                   0,            0.007228,            0.007228,            0.007228
                 142,            0.013077,           0.0057661,                   0,             0.95398,             0.91172,             0.96264,             0.76071,            0.014902,           0.0065787,                   0,           0.0072082,           0.0072082,           0.0072082
                 143,            0.013096,           0.0057293,                   0,               0.956,               0.911,             0.96367,             0.76054,            0.014899,           0.0065844,                   0,           0.0071884,           0.0071884,           0.0071884
                 144,            0.012928,           0.0057292,                   0,             0.95697,             0.91203,             0.96482,             0.76121,            0.014903,           0.0065893,                   0,           0.0071686,           0.0071686,           0.0071686
                 145,            0.012759,           0.0056208,                   0,              0.9561,             0.90928,             0.96375,             0.76161,            0.014905,              0.0066,                   0,           0.0071488,           0.0071488,           0.0071488
                 146,            0.012639,           0.0055852,                   0,             0.95658,             0.90844,             0.96321,             0.76143,            0.014901,           0.0066083,                   0,            0.007129,            0.007129,            0.007129
                 147,              0.0129,           0.0056529,                   0,             0.95721,             0.90722,             0.96319,             0.76165,            0.014903,           0.0066108,                   0,           0.0071092,           0.0071092,           0.0071092
                 148,             0.01259,           0.0055071,                   0,             0.95989,             0.90456,              0.9624,             0.76126,            0.014899,           0.0066161,                   0,           0.0070894,           0.0070894,           0.0070894
                 149,            0.012954,           0.0057054,                   0,             0.96194,             0.90323,             0.96249,             0.76147,            0.014882,           0.0066161,                   0,           0.0070696,           0.0070696,           0.0070696
                 150,            0.012793,           0.0056617,                   0,             0.96131,             0.90501,             0.96211,             0.76026,            0.014881,           0.0066229,                   0,           0.0070498,           0.0070498,           0.0070498
                 151,            0.012588,           0.0054757,                   0,             0.96068,             0.90515,             0.96197,             0.76078,            0.014874,           0.0066299,                   0,             0.00703,             0.00703,             0.00703
                 152,             0.01272,            0.005679,                   0,             0.95761,             0.90515,             0.96248,             0.76054,            0.014864,           0.0066323,                   0,           0.0070102,           0.0070102,           0.0070102
                 153,            0.012604,           0.0055939,                   0,              0.9586,             0.90515,             0.96148,             0.76036,            0.014848,            0.006633,                   0,           0.0069904,           0.0069904,           0.0069904
                 154,            0.012481,           0.0055157,                   0,             0.95853,             0.90552,             0.96209,             0.76038,            0.014832,           0.0066406,                   0,           0.0069706,           0.0069706,           0.0069706
                 155,            0.012529,           0.0055526,                   0,             0.95786,             0.90605,             0.96206,             0.76192,            0.014819,            0.006647,                   0,           0.0069508,           0.0069508,           0.0069508
                 156,            0.012469,           0.0055038,                   0,             0.95735,             0.90653,             0.96207,             0.76208,            0.014817,           0.0066507,                   0,            0.006931,            0.006931,            0.006931
                 157,            0.012618,           0.0055048,                   0,             0.95778,             0.90515,             0.96172,             0.76208,            0.014805,           0.0066569,                   0,           0.0069112,           0.0069112,           0.0069112
                 158,            0.012624,           0.0055811,                   0,             0.95775,             0.90364,             0.96207,             0.76222,            0.014799,           0.0066591,                   0,           0.0068914,           0.0068914,           0.0068914
                 159,            0.012406,            0.005491,                   0,             0.95797,             0.90241,             0.96164,             0.76182,             0.01479,           0.0066664,                   0,           0.0068716,           0.0068716,           0.0068716
                 160,            0.012291,           0.0054154,                   0,             0.95458,             0.90584,             0.96141,             0.76173,            0.014795,           0.0066714,                   0,           0.0068518,           0.0068518,           0.0068518
                 161,            0.012186,            0.005458,                   0,             0.95727,             0.90241,             0.96146,             0.76137,            0.014793,            0.006676,                   0,            0.006832,            0.006832,            0.006832
                 162,            0.012183,           0.0054434,                   0,             0.95703,             0.90303,              0.9615,             0.76138,            0.014791,           0.0066795,                   0,           0.0068122,           0.0068122,           0.0068122
                 163,            0.012381,            0.005472,                   0,             0.95589,             0.90309,             0.96148,              0.7613,            0.014801,           0.0066858,                   0,           0.0067924,           0.0067924,           0.0067924
                 164,            0.012317,           0.0054426,                   0,             0.95781,             0.90172,             0.96141,             0.76102,            0.014807,           0.0066889,                   0,           0.0067726,           0.0067726,           0.0067726
                 165,            0.012458,           0.0055038,                   0,              0.9588,             0.90103,             0.96127,             0.76058,            0.014811,           0.0066918,                   0,           0.0067528,           0.0067528,           0.0067528
                 166,            0.012038,           0.0053795,                   0,             0.94658,             0.91336,             0.96103,             0.76098,            0.014807,           0.0066928,                   0,            0.006733,            0.006733,            0.006733
                 167,            0.012344,           0.0054696,                   0,             0.95957,             0.89966,             0.96079,             0.76084,            0.014806,           0.0066988,                   0,           0.0067132,           0.0067132,           0.0067132
                 168,            0.012324,           0.0054054,                   0,             0.95919,             0.89966,             0.96049,             0.76141,            0.014799,           0.0066983,                   0,           0.0066934,           0.0066934,           0.0066934
                 169,            0.012338,           0.0054374,                   0,             0.95883,             0.89966,             0.96068,             0.76141,            0.014791,           0.0066981,                   0,           0.0066736,           0.0066736,           0.0066736
                 170,             0.01229,           0.0054463,                   0,             0.95908,             0.89966,             0.96051,             0.76173,            0.014787,           0.0066941,                   0,           0.0066538,           0.0066538,           0.0066538
                 171,            0.012337,           0.0054728,                   0,             0.95905,             0.89966,             0.95984,             0.76198,            0.014773,           0.0066966,                   0,            0.006634,            0.006634,            0.006634
                 172,            0.012132,           0.0053625,                   0,             0.95967,             0.89947,             0.95867,             0.76143,            0.014766,           0.0066988,                   0,           0.0066142,           0.0066142,           0.0066142
                 173,            0.012392,           0.0054393,                   0,             0.95941,             0.89828,             0.95847,             0.76094,            0.014763,           0.0067048,                   0,           0.0065944,           0.0065944,           0.0065944
                 174,            0.012019,           0.0053099,                   0,             0.95966,             0.89914,             0.95918,             0.76071,             0.01476,            0.006703,                   0,           0.0065746,           0.0065746,           0.0065746
                 175,            0.012099,           0.0053299,                   0,             0.95022,             0.90525,             0.95929,             0.75972,            0.014778,           0.0067027,                   0,           0.0065548,           0.0065548,           0.0065548
                 176,            0.012073,           0.0053183,                   0,             0.95029,             0.90722,             0.95918,             0.76054,            0.014782,           0.0067035,                   0,            0.006535,            0.006535,            0.006535
                 177,            0.012189,           0.0054068,                   0,             0.94967,              0.9078,             0.95901,             0.75965,            0.014786,           0.0067069,                   0,           0.0065152,           0.0065152,           0.0065152
                 178,            0.011903,            0.005269,                   0,             0.95212,             0.90447,             0.95912,             0.76023,            0.014779,           0.0067107,                   0,           0.0064954,           0.0064954,           0.0064954