File size: 33,936 Bytes
19b9e0f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 |
epoch, 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, 1.4559, 2.075, 1.5064, 0.82838, 0.7244, 0.81531, 0.56905, 1.0253, 1.1974, 1.179, 0.0033308, 0.0033308, 0.0033308
2, 1.3775, 1.5032, 1.4323, 0.85877, 0.7241, 0.82479, 0.5664, 1.0672, 0.99975, 1.2232, 0.0065981, 0.0065981, 0.0065981
3, 1.4448, 1.4982, 1.5004, 0.84446, 0.69204, 0.80024, 0.56302, 1.109, 1.0187, 1.2628, 0.0097995, 0.0097995, 0.0097995
4, 1.4608, 1.5024, 1.5193, 0.87714, 0.72824, 0.83815, 0.5979, 1.057, 0.92212, 1.2168, 0.009703, 0.009703, 0.009703
5, 1.3947, 1.3861, 1.4782, 0.87199, 0.75629, 0.85484, 0.62233, 0.98199, 0.82528, 1.1627, 0.009703, 0.009703, 0.009703
6, 1.36, 1.3187, 1.4531, 0.90625, 0.78316, 0.88552, 0.64813, 0.95651, 0.7777, 1.1339, 0.009604, 0.009604, 0.009604
7, 1.3295, 1.2624, 1.4252, 0.89217, 0.80157, 0.89171, 0.66231, 0.91861, 0.72107, 1.122, 0.009505, 0.009505, 0.009505
8, 1.2967, 1.2179, 1.4084, 0.92072, 0.79722, 0.89429, 0.66483, 0.91763, 0.7333, 1.1107, 0.009406, 0.009406, 0.009406
9, 1.2784, 1.1943, 1.3989, 0.89846, 0.81674, 0.90215, 0.68675, 0.87143, 0.68551, 1.0922, 0.009307, 0.009307, 0.009307
10, 1.2658, 1.1529, 1.3814, 0.90612, 0.81727, 0.90346, 0.68751, 0.85953, 0.65682, 1.0827, 0.009208, 0.009208, 0.009208
11, 1.2505, 1.1338, 1.3691, 0.92105, 0.83127, 0.91726, 0.69942, 0.84553, 0.64737, 1.0715, 0.009109, 0.009109, 0.009109
12, 1.2367, 1.1072, 1.3618, 0.92025, 0.83624, 0.91985, 0.70777, 0.83539, 0.61172, 1.0627, 0.00901, 0.00901, 0.00901
13, 1.2265, 1.0863, 1.3525, 0.93115, 0.83492, 0.92245, 0.7116, 0.8268, 0.60818, 1.0546, 0.008911, 0.008911, 0.008911
14, 1.2084, 1.0724, 1.3391, 0.9278, 0.82723, 0.92162, 0.71875, 0.81138, 0.60359, 1.0403, 0.008812, 0.008812, 0.008812
15, 1.2092, 1.0635, 1.3398, 0.9307, 0.8423, 0.92919, 0.72665, 0.79853, 0.57937, 1.0372, 0.008713, 0.008713, 0.008713
16, 1.193, 1.0485, 1.3286, 0.91065, 0.85805, 0.92789, 0.72654, 0.80288, 0.56874, 1.0372, 0.008614, 0.008614, 0.008614
17, 1.1854, 1.0354, 1.323, 0.92448, 0.8553, 0.93111, 0.73123, 0.79034, 0.56131, 1.0313, 0.008515, 0.008515, 0.008515
18, 1.1834, 1.0349, 1.3224, 0.93504, 0.84999, 0.93297, 0.73679, 0.77347, 0.55597, 1.0189, 0.008416, 0.008416, 0.008416
19, 1.1674, 1.0191, 1.3157, 0.93392, 0.84155, 0.93146, 0.74171, 0.76286, 0.54506, 1.0187, 0.008317, 0.008317, 0.008317
20, 1.1663, 1.0077, 1.3098, 0.9381, 0.85676, 0.9386, 0.74443, 0.76639, 0.53121, 1.0167, 0.008218, 0.008218, 0.008218
21, 1.1578, 0.99844, 1.3036, 0.93824, 0.85627, 0.93733, 0.74595, 0.76482, 0.52867, 1.0062, 0.008119, 0.008119, 0.008119
22, 1.1594, 0.99227, 1.301, 0.93402, 0.86353, 0.93857, 0.74924, 0.7513, 0.52124, 1.0035, 0.00802, 0.00802, 0.00802
23, 1.1478, 0.98363, 1.2951, 0.93656, 0.86459, 0.94088, 0.75328, 0.74492, 0.50441, 1.0009, 0.007921, 0.007921, 0.007921
24, 1.1415, 0.97432, 1.291, 0.93421, 0.86633, 0.9405, 0.75486, 0.74285, 0.50491, 0.99888, 0.007822, 0.007822, 0.007822
25, 1.1406, 0.96445, 1.2895, 0.93187, 0.87164, 0.9438, 0.75742, 0.74224, 0.50196, 0.99882, 0.007723, 0.007723, 0.007723
26, 1.1335, 0.95992, 1.2838, 0.94531, 0.86049, 0.94129, 0.7566, 0.73309, 0.49303, 0.99452, 0.007624, 0.007624, 0.007624
27, 1.1374, 0.95559, 1.2822, 0.93528, 0.86628, 0.94281, 0.75879, 0.73585, 0.49856, 0.99514, 0.007525, 0.007525, 0.007525
28, 1.1241, 0.9527, 1.2775, 0.94219, 0.86694, 0.94312, 0.75692, 0.73787, 0.49404, 0.99463, 0.007426, 0.007426, 0.007426
29, 1.1163, 0.93612, 1.2729, 0.9408, 0.86871, 0.94453, 0.76168, 0.7296, 0.49038, 0.98777, 0.007327, 0.007327, 0.007327
30, 1.1186, 0.94081, 1.2756, 0.94658, 0.86483, 0.94509, 0.76373, 0.72636, 0.48476, 0.98765, 0.007228, 0.007228, 0.007228
31, 1.1087, 0.92798, 1.2678, 0.94087, 0.8692, 0.94529, 0.76482, 0.72495, 0.4786, 0.98596, 0.007129, 0.007129, 0.007129
32, 1.1049, 0.92334, 1.2685, 0.93316, 0.87218, 0.94636, 0.76719, 0.72104, 0.47753, 0.98399, 0.00703, 0.00703, 0.00703
33, 1.1089, 0.9197, 1.2647, 0.93201, 0.87641, 0.94743, 0.76759, 0.71655, 0.47294, 0.98063, 0.006931, 0.006931, 0.006931
34, 1.1044, 0.91964, 1.2625, 0.92931, 0.88336, 0.94889, 0.76952, 0.71416, 0.46915, 0.97938, 0.006832, 0.006832, 0.006832
35, 1.0952, 0.90601, 1.2557, 0.92647, 0.89117, 0.94989, 0.77122, 0.71286, 0.46725, 0.97777, 0.006733, 0.006733, 0.006733
36, 1.0977, 0.90741, 1.2582, 0.93798, 0.88092, 0.94983, 0.77055, 0.713, 0.4654, 0.9789, 0.006634, 0.006634, 0.006634
37, 1.0881, 0.89492, 1.2561, 0.9414, 0.87921, 0.94862, 0.76999, 0.71341, 0.46674, 0.98012, 0.006535, 0.006535, 0.006535
38, 1.0873, 0.89714, 1.2507, 0.94084, 0.88141, 0.94851, 0.77116, 0.71091, 0.4664, 0.97797, 0.006436, 0.006436, 0.006436
39, 1.0843, 0.88885, 1.2474, 0.93742, 0.88455, 0.94893, 0.77323, 0.70748, 0.46118, 0.9774, 0.006337, 0.006337, 0.006337
40, 1.0842, 0.88088, 1.2449, 0.94167, 0.88236, 0.94976, 0.77449, 0.70384, 0.45796, 0.97408, 0.006238, 0.006238, 0.006238
41, 1.0771, 0.88274, 1.2442, 0.94922, 0.87604, 0.94949, 0.77489, 0.70203, 0.45612, 0.97202, 0.006139, 0.006139, 0.006139
42, 1.0727, 0.87382, 1.2388, 0.94834, 0.87653, 0.94998, 0.77582, 0.70185, 0.4545, 0.97165, 0.00604, 0.00604, 0.00604
43, 1.0705, 0.87318, 1.2378, 0.94833, 0.87677, 0.95099, 0.77601, 0.70095, 0.45327, 0.97048, 0.005941, 0.005941, 0.005941
44, 1.0668, 0.8672, 1.2383, 0.94568, 0.87942, 0.95097, 0.77589, 0.6996, 0.45182, 0.96937, 0.005842, 0.005842, 0.005842
45, 1.0614, 0.85845, 1.2314, 0.94914, 0.87887, 0.95106, 0.77567, 0.70021, 0.45104, 0.96941, 0.005743, 0.005743, 0.005743
46, 1.0616, 0.85872, 1.2336, 0.95025, 0.87604, 0.95174, 0.77597, 0.7, 0.44968, 0.96865, 0.005644, 0.005644, 0.005644
47, 1.0522, 0.84612, 1.2255, 0.94641, 0.87905, 0.95173, 0.7766, 0.69877, 0.44886, 0.96784, 0.005545, 0.005545, 0.005545
48, 1.0479, 0.84811, 1.2245, 0.947, 0.88076, 0.95162, 0.777, 0.69827, 0.4483, 0.9675, 0.005446, 0.005446, 0.005446
49, 1.0589, 0.85483, 1.2298, 0.94595, 0.88287, 0.95165, 0.77726, 0.69783, 0.44692, 0.96752, 0.005347, 0.005347, 0.005347
50, 1.049, 0.84028, 1.2236, 0.94698, 0.88214, 0.95142, 0.77763, 0.69757, 0.44567, 0.96736, 0.005248, 0.005248, 0.005248
51, 1.0466, 0.83966, 1.2232, 0.94846, 0.88067, 0.95124, 0.77827, 0.69676, 0.44485, 0.96696, 0.005149, 0.005149, 0.005149
52, 1.0372, 0.82682, 1.2128, 0.94484, 0.88203, 0.95127, 0.7786, 0.69641, 0.44307, 0.96638, 0.00505, 0.00505, 0.00505
53, 1.0381, 0.82815, 1.2136, 0.93909, 0.88786, 0.95185, 0.77907, 0.69545, 0.44233, 0.96562, 0.004951, 0.004951, 0.004951
54, 1.0356, 0.8301, 1.2152, 0.9391, 0.88807, 0.95182, 0.77871, 0.69468, 0.441, 0.96522, 0.004852, 0.004852, 0.004852
55, 1.0276, 0.81387, 1.2055, 0.93382, 0.89525, 0.95206, 0.77939, 0.69432, 0.44042, 0.96453, 0.004753, 0.004753, 0.004753
56, 1.0289, 0.82147, 1.2076, 0.93504, 0.89569, 0.95234, 0.77954, 0.69453, 0.44014, 0.96443, 0.004654, 0.004654, 0.004654
57, 1.0234, 0.81544, 1.2083, 0.9415, 0.88754, 0.95269, 0.78005, 0.69399, 0.43964, 0.96426, 0.004555, 0.004555, 0.004555
58, 1.0186, 0.8081, 1.2044, 0.94249, 0.88777, 0.95286, 0.78004, 0.69368, 0.4392, 0.96393, 0.004456, 0.004456, 0.004456
59, 1.0246, 0.81857, 1.2086, 0.94344, 0.88702, 0.95307, 0.78063, 0.69367, 0.43902, 0.96362, 0.004357, 0.004357, 0.004357
60, 1.0142, 0.79805, 1.2003, 0.93659, 0.89392, 0.95296, 0.78119, 0.69295, 0.43836, 0.96301, 0.004258, 0.004258, 0.004258
61, 1.0099, 0.79609, 1.1969, 0.93579, 0.89613, 0.95309, 0.7811, 0.69239, 0.43753, 0.96249, 0.004159, 0.004159, 0.004159
62, 1.017, 0.80004, 1.2029, 0.93273, 0.89922, 0.95322, 0.78105, 0.69217, 0.43667, 0.96241, 0.00406, 0.00406, 0.00406
63, 1.005, 0.79135, 1.1983, 0.93192, 0.90166, 0.95328, 0.78087, 0.69206, 0.43609, 0.9624, 0.003961, 0.003961, 0.003961
64, 1.0049, 0.78722, 1.1936, 0.93206, 0.90053, 0.95312, 0.78197, 0.6918, 0.43537, 0.96211, 0.003862, 0.003862, 0.003862
65, 1.0035, 0.78563, 1.1906, 0.93519, 0.89824, 0.95315, 0.7816, 0.69162, 0.4351, 0.96184, 0.003763, 0.003763, 0.003763
66, 1.0022, 0.78146, 1.1912, 0.93457, 0.89995, 0.95332, 0.7814, 0.69149, 0.43456, 0.96168, 0.003664, 0.003664, 0.003664
67, 0.99665, 0.78014, 1.186, 0.93738, 0.89629, 0.954, 0.78182, 0.69123, 0.4342, 0.96137, 0.003565, 0.003565, 0.003565
68, 0.98875, 0.77428, 1.186, 0.93928, 0.89531, 0.95384, 0.78163, 0.69095, 0.43357, 0.9613, 0.003466, 0.003466, 0.003466
69, 0.99329, 0.77396, 1.1844, 0.94002, 0.89496, 0.95399, 0.78246, 0.69101, 0.43287, 0.96114, 0.003367, 0.003367, 0.003367
70, 0.99264, 0.7681, 1.1877, 0.93355, 0.90164, 0.95419, 0.78234, 0.69105, 0.43232, 0.96104, 0.003268, 0.003268, 0.003268
71, 0.98826, 0.76117, 1.1816, 0.93355, 0.90164, 0.95452, 0.78203, 0.69095, 0.43173, 0.96093, 0.003169, 0.003169, 0.003169
72, 0.98303, 0.7568, 1.1796, 0.93506, 0.9002, 0.95442, 0.7823, 0.6908, 0.43109, 0.96092, 0.00307, 0.00307, 0.00307
73, 0.97914, 0.75714, 1.1739, 0.93554, 0.8995, 0.95471, 0.78263, 0.69085, 0.43063, 0.9609, 0.002971, 0.002971, 0.002971
74, 0.97495, 0.75185, 1.1757, 0.93699, 0.89922, 0.95472, 0.78269, 0.69079, 0.43, 0.9607, 0.002872, 0.002872, 0.002872
75, 0.96846, 0.74515, 1.1724, 0.94057, 0.89556, 0.9547, 0.7825, 0.69068, 0.42961, 0.96059, 0.002773, 0.002773, 0.002773
76, 0.96825, 0.7449, 1.171, 0.94084, 0.89629, 0.95455, 0.78266, 0.69031, 0.42898, 0.96035, 0.002674, 0.002674, 0.002674
77, 0.96236, 0.73573, 1.1671, 0.94038, 0.89683, 0.95462, 0.78284, 0.69031, 0.42839, 0.96021, 0.002575, 0.002575, 0.002575
78, 0.96489, 0.73747, 1.1668, 0.94049, 0.89702, 0.9546, 0.78278, 0.69025, 0.42797, 0.96017, 0.002476, 0.002476, 0.002476
79, 0.9632, 0.72924, 1.1642, 0.93932, 0.89776, 0.95454, 0.78276, 0.6903, 0.42749, 0.96018, 0.002377, 0.002377, 0.002377
80, 0.95549, 0.72878, 1.1626, 0.93771, 0.90006, 0.95455, 0.78289, 0.68986, 0.42694, 0.9599, 0.002278, 0.002278, 0.002278
81, 0.95038, 0.72394, 1.1593, 0.9365, 0.89973, 0.9544, 0.7831, 0.69018, 0.42642, 0.96006, 0.002179, 0.002179, 0.002179
82, 0.94893, 0.72289, 1.1628, 0.93814, 0.89946, 0.95489, 0.78343, 0.69014, 0.42579, 0.95998, 0.00208, 0.00208, 0.00208
83, 0.94906, 0.72085, 1.1592, 0.94781, 0.89068, 0.95488, 0.78353, 0.6901, 0.42526, 0.95993, 0.001981, 0.001981, 0.001981
84, 0.94627, 0.71519, 1.1564, 0.93863, 0.89954, 0.95517, 0.78369, 0.68989, 0.42419, 0.9597, 0.001882, 0.001882, 0.001882
85, 0.94043, 0.70962, 1.1553, 0.9397, 0.89971, 0.95516, 0.78348, 0.68974, 0.42349, 0.95964, 0.001783, 0.001783, 0.001783
86, 0.94169, 0.70958, 1.1573, 0.93954, 0.89877, 0.95503, 0.78402, 0.68952, 0.42298, 0.95953, 0.001684, 0.001684, 0.001684
87, 0.92979, 0.69988, 1.1486, 0.94109, 0.89661, 0.95508, 0.78398, 0.68957, 0.42261, 0.95943, 0.001585, 0.001585, 0.001585
88, 0.9302, 0.69933, 1.1461, 0.94273, 0.89702, 0.95523, 0.78452, 0.68934, 0.42223, 0.95927, 0.001486, 0.001486, 0.001486
89, 0.93002, 0.69853, 1.1487, 0.94026, 0.89875, 0.95516, 0.78433, 0.68944, 0.42202, 0.95935, 0.001387, 0.001387, 0.001387
90, 0.92598, 0.68825, 1.1457, 0.94075, 0.89849, 0.95519, 0.78474, 0.68909, 0.42163, 0.95907, 0.001288, 0.001288, 0.001288
91, 0.88864, 0.54216, 1.1262, 0.9401, 0.90003, 0.95509, 0.78464, 0.68904, 0.42111, 0.95901, 0.001189, 0.001189, 0.001189
92, 0.87462, 0.52857, 1.1165, 0.93999, 0.9002, 0.95509, 0.7849, 0.68918, 0.4209, 0.95906, 0.00109, 0.00109, 0.00109
93, 0.87274, 0.52599, 1.1199, 0.9402, 0.89898, 0.95487, 0.78478, 0.68927, 0.4206, 0.95906, 0.000991, 0.000991, 0.000991
94, 0.86132, 0.51606, 1.1057, 0.93964, 0.90034, 0.95474, 0.78473, 0.689, 0.4199, 0.95877, 0.000892, 0.000892, 0.000892
95, 0.86484, 0.51855, 1.112, 0.94014, 0.90065, 0.95456, 0.78453, 0.68919, 0.41957, 0.95874, 0.000793, 0.000793, 0.000793
96, 0.85367, 0.50818, 1.1074, 0.93971, 0.90141, 0.95447, 0.78413, 0.68922, 0.41904, 0.95876, 0.000694, 0.000694, 0.000694
97, 0.85128, 0.50815, 1.1056, 0.93957, 0.90093, 0.95412, 0.78404, 0.68941, 0.41885, 0.95876, 0.000595, 0.000595, 0.000595
98, 0.84302, 0.50026, 1.1005, 0.93939, 0.9001, 0.95396, 0.78417, 0.68962, 0.41874, 0.95871, 0.000496, 0.000496, 0.000496
99, 0.83793, 0.49744, 1.098, 0.93942, 0.90044, 0.95403, 0.78391, 0.68951, 0.41861, 0.95864, 0.000397, 0.000397, 0.000397
100, 0.83483, 0.49184, 1.0972, 0.94057, 0.89977, 0.95378, 0.78401, 0.68981, 0.41868, 0.95882, 0.000298, 0.000298, 0.000298
|