yolov12_cls_n.csv 14 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201
  1. epoch,time,train/loss,metrics/accuracy_top1,metrics/accuracy_top5,val/loss,lr/pg0,lr/pg1,lr/pg2
  2. 1,850.605,4.77197,0.26832,0.51182,3.54446,0.2,0.2,0.2
  3. 2,1686.59,3.56493,0.4107,0.66258,2.71385,0.199988,0.199988,0.199988
  4. 3,2518.18,3.12984,0.47494,0.71948,2.36621,0.199951,0.199951,0.199951
  5. 4,3350.1,2.89535,0.4914,0.735,2.27573,0.19989,0.19989,0.19989
  6. 5,4184.16,2.74624,0.49104,0.73508,2.28264,0.199805,0.199805,0.199805
  7. 6,5011.87,2.65053,0.48284,0.73028,2.32462,0.199695,0.199695,0.199695
  8. 7,5842.96,2.58463,0.47962,0.73004,2.34449,0.199561,0.199561,0.199561
  9. 8,6676.1,2.53651,0.48956,0.74026,2.28805,0.199402,0.199402,0.199402
  10. 9,7508.82,2.49952,0.50228,0.75124,2.21361,0.199219,0.199219,0.199219
  11. 10,8337.19,2.46799,0.51684,0.7633,2.1327,0.199012,0.199012,0.199012
  12. 11,9164.89,2.44492,0.52802,0.77272,2.06712,0.198781,0.198781,0.198781
  13. 12,10000.3,2.42128,0.5387,0.78182,2.00862,0.198526,0.198526,0.198526
  14. 13,10829.5,2.40402,0.54712,0.7883,1.95588,0.198246,0.198246,0.198246
  15. 14,11657.6,2.38897,0.55766,0.79438,1.90722,0.197943,0.197943,0.197943
  16. 15,12486.4,2.37378,0.56676,0.80152,1.86474,0.197616,0.197616,0.197616
  17. 16,13319,2.36218,0.57218,0.80692,1.82948,0.197265,0.197265,0.197265
  18. 17,14149.2,2.35399,0.58004,0.81176,1.79625,0.19689,0.19689,0.19689
  19. 18,14983.3,2.3445,0.58618,0.81618,1.76409,0.196491,0.196491,0.196491
  20. 19,15821.2,2.33553,0.59086,0.82098,1.73734,0.196069,0.196069,0.196069
  21. 20,16653.7,2.32699,0.59522,0.82434,1.71783,0.195624,0.195624,0.195624
  22. 21,17488.4,2.32353,0.5966,0.8263,1.70124,0.195155,0.195155,0.195155
  23. 22,18321.7,2.31307,0.59902,0.8286,1.68842,0.194662,0.194662,0.194662
  24. 23,19152.6,2.31017,0.60202,0.83002,1.67619,0.194147,0.194147,0.194147
  25. 24,19989.4,2.30186,0.60352,0.831,1.66763,0.193609,0.193609,0.193609
  26. 25,20826.4,2.29759,0.60616,0.8317,1.65924,0.193048,0.193048,0.193048
  27. 26,21662.3,2.28947,0.60606,0.83244,1.65351,0.192464,0.192464,0.192464
  28. 27,22491.8,2.28418,0.60818,0.83344,1.64611,0.191858,0.191858,0.191858
  29. 28,23325.6,2.27937,0.60868,0.8334,1.64059,0.191229,0.191229,0.191229
  30. 29,24156.3,2.27311,0.61014,0.83456,1.63495,0.190578,0.190578,0.190578
  31. 30,24985,2.26838,0.6123,0.8352,1.6291,0.189905,0.189905,0.189905
  32. 31,25816.6,2.26315,0.6127,0.83712,1.62288,0.18921,0.18921,0.18921
  33. 32,26644.9,2.25663,0.61314,0.83772,1.61899,0.188493,0.188493,0.188493
  34. 33,27477.3,2.25434,0.61414,0.83812,1.6133,0.187754,0.187754,0.187754
  35. 34,28306.9,2.24975,0.61494,0.839,1.60699,0.186995,0.186995,0.186995
  36. 35,29141.8,2.24544,0.61676,0.84044,1.60253,0.186213,0.186213,0.186213
  37. 36,29973.2,2.24194,0.61806,0.84128,1.5962,0.185411,0.185411,0.185411
  38. 37,30806.5,2.23615,0.61822,0.84198,1.58919,0.184588,0.184588,0.184588
  39. 38,31636.5,2.23171,0.61782,0.84236,1.58562,0.183745,0.183745,0.183745
  40. 39,32464,2.22778,0.62024,0.84282,1.58183,0.182881,0.182881,0.182881
  41. 40,33296.8,2.22459,0.62074,0.84336,1.57943,0.181997,0.181997,0.181997
  42. 41,34130,2.22041,0.62258,0.84358,1.57664,0.181093,0.181093,0.181093
  43. 42,34965.7,2.21577,0.62286,0.84478,1.57132,0.180169,0.180169,0.180169
  44. 43,35796.1,2.21066,0.62438,0.84478,1.56765,0.179225,0.179225,0.179225
  45. 44,36631,2.20806,0.6254,0.8449,1.56449,0.178263,0.178263,0.178263
  46. 45,37457.2,2.20481,0.62472,0.84624,1.56105,0.177281,0.177281,0.177281
  47. 46,38286.4,2.20037,0.62552,0.84588,1.55882,0.17628,0.17628,0.17628
  48. 47,39117.8,2.19545,0.62736,0.84614,1.55522,0.175261,0.175261,0.175261
  49. 48,39951.1,2.19181,0.62758,0.84734,1.55299,0.174223,0.174223,0.174223
  50. 49,40775.7,2.18884,0.6281,0.84678,1.55068,0.173168,0.173168,0.173168
  51. 50,41607.4,2.18223,0.62774,0.84722,1.54809,0.172095,0.172095,0.172095
  52. 51,42439.2,2.18152,0.62682,0.84814,1.54542,0.171004,0.171004,0.171004
  53. 52,43270.2,2.17451,0.62826,0.84846,1.54134,0.169895,0.169895,0.169895
  54. 53,44102,2.17216,0.62806,0.84826,1.53846,0.16877,0.16877,0.16877
  55. 54,44930.7,2.16859,0.62842,0.84936,1.5351,0.167628,0.167628,0.167628
  56. 55,45763.6,2.16455,0.62988,0.84978,1.53256,0.16647,0.16647,0.16647
  57. 56,46595.8,2.15982,0.6317,0.85016,1.52992,0.165295,0.165295,0.165295
  58. 57,47432.9,2.15592,0.63224,0.84988,1.52794,0.164105,0.164105,0.164105
  59. 58,48264.6,2.15298,0.63198,0.85058,1.52548,0.162899,0.162899,0.162899
  60. 59,49098.6,2.14596,0.63232,0.85134,1.52377,0.161678,0.161678,0.161678
  61. 60,49930.9,2.14251,0.6327,0.8515,1.52031,0.160442,0.160442,0.160442
  62. 61,50761.3,2.14031,0.63414,0.85258,1.51707,0.159191,0.159191,0.159191
  63. 62,51587.8,2.13278,0.63372,0.85282,1.51497,0.157926,0.157926,0.157926
  64. 63,52453.7,2.13219,0.63342,0.85262,1.51222,0.156646,0.156646,0.156646
  65. 64,53331.6,2.12949,0.6339,0.85326,1.51012,0.155353,0.155353,0.155353
  66. 65,54262.5,2.12119,0.63464,0.8543,1.50689,0.154047,0.154047,0.154047
  67. 66,55199.9,2.11641,0.63598,0.8546,1.50395,0.152727,0.152727,0.152727
  68. 67,56146.3,2.11076,0.63642,0.8545,1.50235,0.151395,0.151395,0.151395
  69. 68,57075.3,2.10664,0.6377,0.85522,1.49822,0.15005,0.15005,0.15005
  70. 69,58016.7,2.10116,0.63836,0.85546,1.49502,0.148694,0.148694,0.148694
  71. 70,58955.3,2.09617,0.63816,0.85598,1.49419,0.147325,0.147325,0.147325
  72. 71,59891.6,2.09316,0.63868,0.857,1.49086,0.145945,0.145945,0.145945
  73. 72,60832.2,2.0873,0.63972,0.8569,1.48781,0.144554,0.144554,0.144554
  74. 73,61769.2,2.08266,0.64026,0.85686,1.48407,0.143152,0.143152,0.143152
  75. 74,62714.2,2.07841,0.64166,0.85792,1.47844,0.14174,0.14174,0.14174
  76. 75,63654.3,2.07317,0.64254,0.85824,1.47516,0.140318,0.140318,0.140318
  77. 76,64600.3,2.06762,0.64248,0.85866,1.47339,0.138886,0.138886,0.138886
  78. 77,65546.1,2.06217,0.64334,0.8591,1.47176,0.137444,0.137444,0.137444
  79. 78,66481.5,2.0583,0.64352,0.85948,1.46903,0.135994,0.135994,0.135994
  80. 79,67426.5,2.05186,0.64384,0.86024,1.46621,0.134535,0.134535,0.134535
  81. 80,68370.1,2.04505,0.6444,0.86054,1.4643,0.133068,0.133068,0.133068
  82. 81,69305.8,2.04166,0.6447,0.86074,1.46038,0.131593,0.131593,0.131593
  83. 82,70253,2.0343,0.64592,0.86116,1.45661,0.13011,0.13011,0.13011
  84. 83,71185.5,2.02821,0.64714,0.8617,1.45237,0.12862,0.12862,0.12862
  85. 84,72123.8,2.02334,0.64724,0.86244,1.44912,0.127123,0.127123,0.127123
  86. 85,73068,2.01664,0.64848,0.86362,1.44626,0.12562,0.12562,0.12562
  87. 86,74006.6,2.01092,0.64822,0.86258,1.44362,0.124111,0.124111,0.124111
  88. 87,74952.6,2.00472,0.64836,0.86292,1.44067,0.122596,0.122596,0.122596
  89. 88,75896.8,1.99902,0.64958,0.86408,1.43786,0.121076,0.121076,0.121076
  90. 89,76830.6,1.99268,0.65012,0.86434,1.4354,0.119551,0.119551,0.119551
  91. 90,77802.2,1.9904,0.652,0.86488,1.43102,0.118021,0.118021,0.118021
  92. 91,78743.6,1.98392,0.65246,0.8649,1.42892,0.116487,0.116487,0.116487
  93. 92,79690.1,1.97559,0.6526,0.86546,1.42606,0.114949,0.114949,0.114949
  94. 93,80633,1.97116,0.65324,0.86588,1.42377,0.113408,0.113408,0.113408
  95. 94,81582.4,1.96512,0.65298,0.86704,1.42065,0.111864,0.111864,0.111864
  96. 95,82530.7,1.96015,0.65426,0.8669,1.41639,0.110317,0.110317,0.110317
  97. 96,83474.3,1.95214,0.65424,0.86776,1.41272,0.108767,0.108767,0.108767
  98. 97,84417.5,1.94467,0.65522,0.86808,1.40826,0.107216,0.107216,0.107216
  99. 98,85360.6,1.93876,0.6565,0.86826,1.40644,0.105664,0.105664,0.105664
  100. 99,86306.4,1.93107,0.65862,0.86942,1.40071,0.10411,0.10411,0.10411
  101. 100,87248.6,1.92566,0.6581,0.86892,1.3969,0.102555,0.102555,0.102555
  102. 101,88198.1,1.91905,0.6586,0.8695,1.39505,0.101,0.101,0.101
  103. 102,89140.6,1.91057,0.65964,0.8698,1.39239,0.099445,0.099445,0.099445
  104. 103,90087.9,1.90452,0.66056,0.87028,1.38797,0.0978903,0.0978903,0.0978903
  105. 104,91033.6,1.89872,0.66136,0.87072,1.38493,0.0963365,0.0963365,0.0963365
  106. 105,91972.2,1.88991,0.66246,0.87124,1.38256,0.0947837,0.0947837,0.0947837
  107. 106,92909.7,1.88412,0.66224,0.87134,1.37858,0.0932325,0.0932325,0.0932325
  108. 107,93848.9,1.87649,0.66242,0.87212,1.37466,0.0916833,0.0916833,0.0916833
  109. 108,94785.9,1.86737,0.6645,0.87284,1.36884,0.0901363,0.0901363,0.0901363
  110. 109,95732.9,1.86066,0.66564,0.87314,1.36606,0.088592,0.088592,0.088592
  111. 110,96670.2,1.85361,0.66642,0.87408,1.36225,0.0870508,0.0870508,0.0870508
  112. 111,97602.7,1.84587,0.66722,0.8749,1.35977,0.085513,0.085513,0.085513
  113. 112,98545.5,1.8385,0.66774,0.87498,1.35606,0.083979,0.083979,0.083979
  114. 113,99482.9,1.83008,0.66908,0.87504,1.35228,0.0824492,0.0824492,0.0824492
  115. 114,100416,1.82357,0.66974,0.87566,1.3487,0.0809241,0.0809241,0.0809241
  116. 115,101360,1.81575,0.67054,0.87618,1.34529,0.0794038,0.0794038,0.0794038
  117. 116,102302,1.80601,0.67136,0.87682,1.3411,0.0778889,0.0778889,0.0778889
  118. 117,103273,1.80019,0.67254,0.87692,1.33833,0.0763797,0.0763797,0.0763797
  119. 118,104269,1.79274,0.67268,0.87714,1.33658,0.0748766,0.0748766,0.0748766
  120. 119,105274,1.78242,0.67308,0.87824,1.333,0.0733799,0.0733799,0.0733799
  121. 120,106284,1.77499,0.67344,0.87768,1.32929,0.07189,0.07189,0.07189
  122. 121,107276,1.76829,0.67482,0.87832,1.32603,0.0704073,0.0704073,0.0704073
  123. 122,108283,1.75874,0.67544,0.879,1.3223,0.0689322,0.0689322,0.0689322
  124. 123,109282,1.75057,0.67668,0.87962,1.3186,0.0674649,0.0674649,0.0674649
  125. 124,110283,1.73939,0.67754,0.88082,1.31403,0.066006,0.066006,0.066006
  126. 125,111281,1.73346,0.67826,0.88124,1.31069,0.0645557,0.0645557,0.0645557
  127. 126,112297,1.72493,0.67878,0.88196,1.3071,0.0631143,0.0631143,0.0631143
  128. 127,113292,1.71477,0.6791,0.8821,1.30404,0.0616824,0.0616824,0.0616824
  129. 128,114286,1.70725,0.67968,0.88202,1.30077,0.0602601,0.0602601,0.0602601
  130. 129,115294,1.6979,0.6812,0.8833,1.29686,0.0588479,0.0588479,0.0588479
  131. 130,116302,1.69014,0.68208,0.8832,1.29241,0.057446,0.057446,0.057446
  132. 131,117303,1.67957,0.6825,0.88336,1.28981,0.0560549,0.0560549,0.0560549
  133. 132,118292,1.67256,0.68246,0.88356,1.28724,0.0546749,0.0546749,0.0546749
  134. 133,119303,1.6628,0.68432,0.88376,1.28306,0.0533064,0.0533064,0.0533064
  135. 134,120306,1.6533,0.68496,0.88454,1.28072,0.0519496,0.0519496,0.0519496
  136. 135,121299,1.64281,0.68556,0.88502,1.27614,0.0506049,0.0506049,0.0506049
  137. 136,122306,1.63573,0.68586,0.88536,1.27235,0.0492726,0.0492726,0.0492726
  138. 137,123306,1.62241,0.68662,0.88594,1.26814,0.0479531,0.0479531,0.0479531
  139. 138,124303,1.61339,0.68722,0.88594,1.26474,0.0466467,0.0466467,0.0466467
  140. 139,125310,1.6039,0.68856,0.8866,1.26078,0.0453537,0.0453537,0.0453537
  141. 140,126322,1.59499,0.69016,0.88728,1.2554,0.0440745,0.0440745,0.0440745
  142. 141,127330,1.58381,0.69106,0.88748,1.25257,0.0428093,0.0428093,0.0428093
  143. 142,128326,1.5754,0.69182,0.8886,1.24982,0.0415584,0.0415584,0.0415584
  144. 143,129345,1.5645,0.69256,0.88842,1.24664,0.0403222,0.0403222,0.0403222
  145. 144,130352,1.55429,0.69248,0.88804,1.24357,0.039101,0.039101,0.039101
  146. 145,131358,1.54294,0.69286,0.889,1.24224,0.037895,0.037895,0.037895
  147. 146,132363,1.53393,0.69344,0.88956,1.24048,0.0367046,0.0367046,0.0367046
  148. 147,133374,1.52323,0.69502,0.88998,1.23615,0.0355301,0.0355301,0.0355301
  149. 148,134377,1.51326,0.69494,0.891,1.23206,0.0343718,0.0343718,0.0343718
  150. 149,135377,1.50331,0.69616,0.891,1.22799,0.0332298,0.0332298,0.0332298
  151. 150,136387,1.49251,0.69586,0.89184,1.22617,0.0321046,0.0321046,0.0321046
  152. 151,137395,1.48099,0.69684,0.8914,1.22238,0.0309964,0.0309964,0.0309964
  153. 152,138394,1.46892,0.69756,0.8919,1.21868,0.0299055,0.0299055,0.0299055
  154. 153,139401,1.45712,0.69814,0.89242,1.21565,0.0288321,0.0288321,0.0288321
  155. 154,140414,1.44622,0.69846,0.89308,1.2122,0.0277765,0.0277765,0.0277765
  156. 155,141424,1.43565,0.69926,0.89274,1.20988,0.026739,0.026739,0.026739
  157. 156,142435,1.42397,0.70022,0.894,1.2057,0.0257198,0.0257198,0.0257198
  158. 157,143457,1.4132,0.70032,0.89478,1.20247,0.0247192,0.0247192,0.0247192
  159. 158,144458,1.40243,0.7015,0.89498,1.19909,0.0237374,0.0237374,0.0237374
  160. 159,145452,1.39056,0.70142,0.89552,1.19554,0.0227747,0.0227747,0.0227747
  161. 160,146470,1.3772,0.70212,0.8965,1.19092,0.0218312,0.0218312,0.0218312
  162. 161,147474,1.36503,0.70348,0.89698,1.18815,0.0209073,0.0209073,0.0209073
  163. 162,148477,1.35443,0.70432,0.89688,1.18533,0.0200032,0.0200032,0.0200032
  164. 163,149486,1.34109,0.70444,0.89698,1.18322,0.019119,0.019119,0.019119
  165. 164,150494,1.32998,0.70386,0.89744,1.18038,0.0182551,0.0182551,0.0182551
  166. 165,151481,1.31748,0.7055,0.8982,1.17928,0.0174115,0.0174115,0.0174115
  167. 166,152472,1.30448,0.70524,0.89802,1.17574,0.0165886,0.0165886,0.0165886
  168. 167,153472,1.29215,0.7068,0.8988,1.17364,0.0157865,0.0157865,0.0157865
  169. 168,154474,1.27983,0.70724,0.8988,1.17042,0.0150055,0.0150055,0.0150055
  170. 169,155472,1.2673,0.7092,0.89882,1.16675,0.0142456,0.0142456,0.0142456
  171. 170,156478,1.25414,0.70886,0.90018,1.16436,0.0135072,0.0135072,0.0135072
  172. 171,157491,1.24161,0.70936,0.90052,1.16224,0.0127904,0.0127904,0.0127904
  173. 172,158493,1.22826,0.70912,0.90072,1.16064,0.0120953,0.0120953,0.0120953
  174. 173,159479,1.21666,0.709,0.9008,1.15756,0.0114221,0.0114221,0.0114221
  175. 174,160493,1.20323,0.70932,0.901,1.15556,0.0107711,0.0107711,0.0107711
  176. 175,161494,1.19188,0.71006,0.90094,1.15332,0.0101423,0.0101423,0.0101423
  177. 176,162491,1.17673,0.7096,0.9017,1.15172,0.00953593,0.00953593,0.00953593
  178. 177,163493,1.1637,0.71092,0.90238,1.14965,0.00895213,0.00895213,0.00895213
  179. 178,164501,1.15119,0.71108,0.90248,1.14754,0.00839104,0.00839104,0.00839104
  180. 179,165503,1.13843,0.71214,0.90298,1.14474,0.0078528,0.0078528,0.0078528
  181. 180,166508,1.12711,0.71144,0.90284,1.1452,0.00733755,0.00733755,0.00733755
  182. 181,167518,1.11274,0.71194,0.90274,1.14325,0.0068454,0.0068454,0.0068454
  183. 182,168510,1.10211,0.71238,0.9036,1.14146,0.00637649,0.00637649,0.00637649
  184. 183,169510,1.08869,0.71222,0.90362,1.14084,0.00593093,0.00593093,0.00593093
  185. 184,170514,1.07776,0.71334,0.90394,1.13979,0.00550882,0.00550882,0.00550882
  186. 185,171516,1.0653,0.71366,0.9042,1.13833,0.00511027,0.00511027,0.00511027
  187. 186,172516,1.05208,0.7133,0.90428,1.13756,0.00473538,0.00473538,0.00473538
  188. 187,173526,1.04262,0.71382,0.90374,1.1365,0.00438424,0.00438424,0.00438424
  189. 188,174534,1.03188,0.71402,0.90454,1.13538,0.00405694,0.00405694,0.00405694
  190. 189,175541,1.02082,0.7145,0.90444,1.13494,0.00375356,0.00375356,0.00375356
  191. 190,176539,1.01116,0.7154,0.9042,1.13439,0.00347418,0.00347418,0.00347418
  192. 191,177569,1.0003,0.71512,0.90406,1.13356,0.00321885,0.00321885,0.00321885
  193. 192,178575,0.9926,0.71526,0.905,1.13198,0.00298766,0.00298766,0.00298766
  194. 193,179583,0.98391,0.71542,0.9044,1.13228,0.00278064,0.00278064,0.00278064
  195. 194,180596,0.97721,0.71582,0.90478,1.13227,0.00259787,0.00259787,0.00259787
  196. 195,181622,0.97027,0.7154,0.90478,1.13263,0.00243937,0.00243937,0.00243937
  197. 196,182634,0.96451,0.71534,0.90468,1.13252,0.00230518,0.00230518,0.00230518
  198. 197,183644,0.95908,0.7151,0.90524,1.13168,0.00219535,0.00219535,0.00219535
  199. 198,184665,0.95477,0.71606,0.9049,1.13128,0.0021099,0.0021099,0.0021099
  200. 199,185663,0.95196,0.71622,0.90532,1.13069,0.00204885,0.00204885,0.00204885
  201. 200,186661,0.94737,0.71654,0.90534,1.13098,0.00201221,0.00201221,0.00201221