yolov12/logs/yolov12_cls_x.csv

epoch,time,train/loss,metrics/accuracy_top1,metrics/accuracy_top5,val/loss,lr/pg0,lr/pg1,lr/pg2
1,1836.1,5.25916,0.27726,0.52992,3.43046,0.2,0.2,0.2
2,3665.33,3.22132,0.50162,0.74944,2.19353,0.199988,0.199988,0.199988
3,5496.79,2.56831,0.57804,0.81132,1.79229,0.199951,0.199951,0.199951
4,7327.95,2.2958,0.59762,0.82808,1.68969,0.19989,0.19989,0.19989
5,9158.68,2.15192,0.60114,0.83012,1.67863,0.199805,0.199805,0.199805
6,10988.5,2.06221,0.5958,0.82644,1.70029,0.199695,0.199695,0.199695
7,12819.3,2.00231,0.59568,0.8265,1.70206,0.199561,0.199561,0.199561
8,14649.3,1.95591,0.6034,0.83316,1.6622,0.199402,0.199402,0.199402
9,16479.2,1.9221,0.61622,0.84214,1.6007,0.199219,0.199219,0.199219
10,18308.7,1.89252,0.63032,0.85244,1.52977,0.199012,0.199012,0.199012
11,20140.4,1.87137,0.6435,0.86158,1.46481,0.198781,0.198781,0.198781
12,21971.6,1.8514,0.65436,0.86858,1.41231,0.198526,0.198526,0.198526
13,23801.7,1.83348,0.6613,0.87384,1.37461,0.198246,0.198246,0.198246
14,25631.5,1.82116,0.66886,0.87728,1.34186,0.197943,0.197943,0.197943
15,27461.2,1.80794,0.67532,0.88094,1.31523,0.197616,0.197616,0.197616
16,29291.3,1.79517,0.68006,0.88476,1.2928,0.197265,0.197265,0.197265
17,31120.9,1.7884,0.68396,0.88628,1.27516,0.19689,0.19689,0.19689
18,32951.8,1.77916,0.68854,0.88832,1.25775,0.196491,0.196491,0.196491
19,34781.3,1.77077,0.69198,0.89156,1.24173,0.196069,0.196069,0.196069
20,36611.7,1.76499,0.69418,0.893,1.23016,0.195624,0.195624,0.195624
21,38441.6,1.759,0.69558,0.89524,1.21842,0.195155,0.195155,0.195155
22,40272.9,1.7513,0.6979,0.89668,1.20957,0.194662,0.194662,0.194662
23,42120.4,1.74538,0.69934,0.89732,1.20118,0.194147,0.194147,0.194147
24,43971.8,1.74177,0.70124,0.89838,1.19489,0.193609,0.193609,0.193609
25,45822.9,1.73429,0.70408,0.89936,1.18898,0.193048,0.193048,0.193048
26,47655.4,1.72841,0.70514,0.89962,1.18264,0.192464,0.192464,0.192464
27,49484.8,1.72398,0.70534,0.89982,1.1784,0.191858,0.191858,0.191858
28,51314.4,1.71935,0.70668,0.90072,1.17538,0.191229,0.191229,0.191229
29,53142.4,1.71385,0.70812,0.9016,1.1712,0.190578,0.190578,0.190578
30,54972.3,1.71128,0.70782,0.90228,1.16636,0.189905,0.189905,0.189905
31,56801.9,1.70465,0.70854,0.9028,1.16016,0.18921,0.18921,0.18921
32,58630.1,1.7022,0.70898,0.90344,1.15789,0.188493,0.188493,0.188493
33,60458.7,1.69847,0.70888,0.9033,1.15603,0.187754,0.187754,0.187754
34,62287.4,1.69173,0.7099,0.90396,1.15156,0.186995,0.186995,0.186995
35,64117.3,1.68834,0.70982,0.90432,1.14874,0.186213,0.186213,0.186213
36,65946.4,1.68464,0.71028,0.9053,1.1461,0.185411,0.185411,0.185411
37,67775,1.68196,0.71246,0.9057,1.14217,0.184588,0.184588,0.184588
38,69603.8,1.67591,0.71288,0.90624,1.13891,0.183745,0.183745,0.183745
39,71432.6,1.67204,0.7135,0.90642,1.13513,0.182881,0.182881,0.182881
40,73261.7,1.66789,0.7137,0.90676,1.13201,0.181997,0.181997,0.181997
41,75090.4,1.66317,0.7145,0.90718,1.13029,0.181093,0.181093,0.181093
42,76919,1.65982,0.71546,0.90764,1.12706,0.180169,0.180169,0.180169
43,78748.3,1.65764,0.71572,0.90844,1.12583,0.179225,0.179225,0.179225
44,80577.2,1.65015,0.71604,0.90886,1.122,0.178263,0.178263,0.178263
45,82406,1.64834,0.71654,0.90944,1.11837,0.177281,0.177281,0.177281
46,84235.5,1.64382,0.71766,0.90982,1.11502,0.17628,0.17628,0.17628
47,86065.3,1.63866,0.71876,0.90996,1.11218,0.175261,0.175261,0.175261
48,87893.2,1.63582,0.7198,0.90988,1.11013,0.174223,0.174223,0.174223
49,89722.9,1.62984,0.71956,0.91,1.10877,0.173168,0.173168,0.173168
50,91550.8,1.625,0.72066,0.91092,1.10409,0.172095,0.172095,0.172095
51,93381.1,1.62185,0.72166,0.91118,1.10176,0.171004,0.171004,0.171004
52,95210.5,1.61514,0.72224,0.91156,1.09815,0.169895,0.169895,0.169895
53,97039.6,1.61357,0.72404,0.91224,1.09412,0.16877,0.16877,0.16877
54,98867.9,1.61049,0.72462,0.9128,1.09179,0.167628,0.167628,0.167628
55,100697,1.60598,0.72428,0.91294,1.08988,0.16647,0.16647,0.16647
56,102526,1.59886,0.72604,0.91298,1.08674,0.165295,0.165295,0.165295
57,104356,1.59594,0.72726,0.91332,1.08313,0.164105,0.164105,0.164105
58,106185,1.59247,0.72696,0.91384,1.08124,0.162899,0.162899,0.162899
59,108015,1.5854,0.72738,0.9136,1.07902,0.161678,0.161678,0.161678
60,109845,1.58136,0.72826,0.91418,1.07731,0.160442,0.160442,0.160442
61,111674,1.57614,0.72852,0.9141,1.07336,0.159191,0.159191,0.159191
62,113503,1.57297,0.72848,0.91494,1.07014,0.157926,0.157926,0.157926
63,115333,1.56967,0.72912,0.91548,1.0671,0.156646,0.156646,0.156646
64,117163,1.56278,0.7313,0.91578,1.0634,0.155353,0.155353,0.155353
65,118991,1.55922,0.73174,0.91632,1.06134,0.154047,0.154047,0.154047
66,120821,1.55294,0.7323,0.91656,1.05831,0.152727,0.152727,0.152727
67,122651,1.54725,0.7331,0.91756,1.05766,0.151395,0.151395,0.151395
68,124479,1.54247,0.73222,0.91786,1.05464,0.15005,0.15005,0.15005
69,126312,1.54105,0.73346,0.9183,1.0509,0.148694,0.148694,0.148694
70,128141,1.53214,0.73364,0.91844,1.04941,0.147325,0.147325,0.147325
71,129971,1.52647,0.73446,0.91876,1.04676,0.145945,0.145945,0.145945
72,131799,1.52096,0.73508,0.9195,1.04305,0.144554,0.144554,0.144554
73,133629,1.51843,0.73624,0.91968,1.03932,0.143152,0.143152,0.143152
74,135457,1.51298,0.73528,0.91958,1.03647,0.14174,0.14174,0.14174
75,137287,1.50541,0.73712,0.92002,1.03235,0.140318,0.140318,0.140318
76,139116,1.5009,0.73812,0.92076,1.03182,0.138886,0.138886,0.138886
77,140945,1.49711,0.739,0.92058,1.03063,0.137444,0.137444,0.137444
78,142773,1.49023,0.73978,0.92148,1.02658,0.135994,0.135994,0.135994
79,144602,1.4839,0.73936,0.92148,1.02368,0.134535,0.134535,0.134535
80,146431,1.47685,0.74072,0.92184,1.02115,0.133068,0.133068,0.133068
81,148261,1.47288,0.74112,0.9221,1.01761,0.131593,0.131593,0.131593
82,150091,1.46543,0.74158,0.92264,1.01458,0.13011,0.13011,0.13011
83,151921,1.46079,0.74264,0.92264,1.01131,0.12862,0.12862,0.12862
84,153750,1.45266,0.74286,0.9237,1.00721,0.127123,0.127123,0.127123
85,155579,1.44862,0.74368,0.92396,1.0045,0.12562,0.12562,0.12562
86,157408,1.4435,0.74496,0.92476,1.00104,0.124111,0.124111,0.124111
87,159240,1.43636,0.74582,0.925,0.99796,0.122596,0.122596,0.122596
88,161070,1.43048,0.74618,0.92518,0.99391,0.121076,0.121076,0.121076
89,162899,1.42413,0.74776,0.92556,0.99071,0.119551,0.119551,0.119551
90,164728,1.41671,0.74862,0.92522,0.98812,0.118021,0.118021,0.118021
91,166558,1.41258,0.74876,0.92574,0.98819,0.116487,0.116487,0.116487
92,168386,1.40556,0.7494,0.92568,0.98492,0.114949,0.114949,0.114949
93,170215,1.39935,0.74952,0.92666,0.9819,0.113408,0.113408,0.113408
94,172043,1.39164,0.75168,0.9265,0.97742,0.111864,0.111864,0.111864
95,173872,1.3839,0.75128,0.92674,0.97471,0.110317,0.110317,0.110317
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98,179360,1.36437,0.75418,0.92902,0.96563,0.105664,0.105664,0.105664
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