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output
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nohup: 忽略输入
layer filters size input output
0 conv 32 3 x 3 / 1 608 x 608 x 3 -> 608 x 608 x 32 0.639 BFLOPs
1 conv 64 3 x 3 / 2 608 x 608 x 32 -> 304 x 304 x 64 3.407 BFLOPs
2 conv 32 1 x 1 / 1 304 x 304 x 64 -> 304 x 304 x 32 0.379 BFLOPs
3 conv 64 3 x 3 / 1 304 x 304 x 32 -> 304 x 304 x 64 3.407 BFLOPs
4 res 1 304 x 304 x 64 -> 304 x 304 x 64
5 conv 128 3 x 3 / 2 304 x 304 x 64 -> 152 x 152 x 128 3.407 BFLOPs
6 conv 64 1 x 1 / 1 152 x 152 x 128 -> 152 x 152 x 64 0.379 BFLOPs
7 conv 128 3 x 3 / 1 152 x 152 x 64 -> 152 x 152 x 128 3.407 BFLOPs
8 res 5 152 x 152 x 128 -> 152 x 152 x 128
9 conv 64 1 x 1 / 1 152 x 152 x 128 -> 152 x 152 x 64 0.379 BFLOPs
10 conv 128 3 x 3 / 1 152 x 152 x 64 -> 152 x 152 x 128 3.407 BFLOPs
11 res 8 152 x 152 x 128 -> 152 x 152 x 128
12 conv 256 3 x 3 / 2 152 x 152 x 128 -> 76 x 76 x 256 3.407 BFLOPs
13 conv 128 1 x 1 / 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BFLOPs
14 conv 256 3 x 3 / 1 76 x 76 x 128 -> 76 x 76 x 256 3.407 BFLOPs
15 res 12 76 x 76 x 256 -> 76 x 76 x 256
16 conv 128 1 x 1 / 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BFLOPs
17 conv 256 3 x 3 / 1 76 x 76 x 128 -> 76 x 76 x 256 3.407 BFLOPs
18 res 15 76 x 76 x 256 -> 76 x 76 x 256
19 conv 128 1 x 1 / 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BFLOPs
20 conv 256 3 x 3 / 1 76 x 76 x 128 -> 76 x 76 x 256 3.407 BFLOPs
21 res 18 76 x 76 x 256 -> 76 x 76 x 256
22 conv 128 1 x 1 / 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BFLOPs
23 conv 256 3 x 3 / 1 76 x 76 x 128 -> 76 x 76 x 256 3.407 BFLOPs
24 res 21 76 x 76 x 256 -> 76 x 76 x 256
25 conv 128 1 x 1 / 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BFLOPs
26 conv 256 3 x 3 / 1 76 x 76 x 128 -> 76 x 76 x 256 3.407 BFLOPs
27 res 24 76 x 76 x 256 -> 76 x 76 x 256
28 conv 128 1 x 1 / 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BFLOPs
29 conv 256 3 x 3 / 1 76 x 76 x 128 -> 76 x 76 x 256 3.407 BFLOPs
30 res 27 76 x 76 x 256 -> 76 x 76 x 256
31 conv 128 1 x 1 / 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BFLOPs
32 conv 256 3 x 3 / 1 76 x 76 x 128 -> 76 x 76 x 256 3.407 BFLOPs
33 res 30 76 x 76 x 256 -> 76 x 76 x 256
34 conv 128 1 x 1 / 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BFLOPs
35 conv 256 3 x 3 / 1 76 x 76 x 128 -> 76 x 76 x 256 3.407 BFLOPs
36 res 33 76 x 76 x 256 -> 76 x 76 x 256
37 conv 512 3 x 3 / 2 76 x 76 x 256 -> 38 x 38 x 512 3.407 BFLOPs
38 conv 256 1 x 1 / 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BFLOPs
39 conv 512 3 x 3 / 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BFLOPs
40 res 37 38 x 38 x 512 -> 38 x 38 x 512
41 conv 256 1 x 1 / 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BFLOPs
42 conv 512 3 x 3 / 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BFLOPs
43 res 40 38 x 38 x 512 -> 38 x 38 x 512
44 conv 256 1 x 1 / 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BFLOPs
45 conv 512 3 x 3 / 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BFLOPs
46 res 43 38 x 38 x 512 -> 38 x 38 x 512
47 conv 256 1 x 1 / 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BFLOPs
48 conv 512 3 x 3 / 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BFLOPs
49 res 46 38 x 38 x 512 -> 38 x 38 x 512
50 conv 256 1 x 1 / 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BFLOPs
51 conv 512 3 x 3 / 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BFLOPs
52 res 49 38 x 38 x 512 -> 38 x 38 x 512
53 conv 256 1 x 1 / 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BFLOPs
54 conv 512 3 x 3 / 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BFLOPs
55 res 52 38 x 38 x 512 -> 38 x 38 x 512
56 conv 256 1 x 1 / 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BFLOPs
57 conv 512 3 x 3 / 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BFLOPs
58 res 55 38 x 38 x 512 -> 38 x 38 x 512
59 conv 256 1 x 1 / 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BFLOPs
60 conv 512 3 x 3 / 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BFLOPs
61 res 58 38 x 38 x 512 -> 38 x 38 x 512
62 conv 1024 3 x 3 / 2 38 x 38 x 512 -> 19 x 19 x1024 3.407 BFLOPs
63 conv 512 1 x 1 / 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BFLOPs
64 conv 1024 3 x 3 / 1 19 x 19 x 512 -> 19 x 19 x1024 3.407 BFLOPs
65 res 62 19 x 19 x1024 -> 19 x 19 x1024
66 conv 512 1 x 1 / 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BFLOPs
67 conv 1024 3 x 3 / 1 19 x 19 x 512 -> 19 x 19 x1024 3.407 BFLOPs
68 res 65 19 x 19 x1024 -> 19 x 19 x1024
69 conv 512 1 x 1 / 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BFLOPs
70 conv 1024 3 x 3 / 1 19 x 19 x 512 -> 19 x 19 x1024 3.407 BFLOPs
71 res 68 19 x 19 x1024 -> 19 x 19 x1024
72 conv 512 1 x 1 / 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BFLOPs
73 conv 1024 3 x 3 / 1 19 x 19 x 512 -> 19 x 19 x1024 3.407 BFLOPs
74 res 71 19 x 19 x1024 -> 19 x 19 x1024
75 conv 512 1 x 1 / 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BFLOPs
76 conv 1024 3 x 3 / 1 19 x 19 x 512 -> 19 x 19 x1024 3.407 BFLOPs
77 conv 512 1 x 1 / 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BFLOPs
78 conv 1024 3 x 3 / 1 19 x 19 x 512 -> 19 x 19 x1024 3.407 BFLOPs
79 conv 512 1 x 1 / 1 19 x 19 x1024 -> 19 x 19 x 512 0.379 BFLOPs
80 conv 1024 3 x 3 / 1 19 x 19 x 512 -> 19 x 19 x1024 3.407 BFLOPs
81 conv 255 1 x 1 / 1 19 x 19 x1024 -> 19 x 19 x 255 0.189 BFLOPs
82 yolo
83 route 79
84 conv 256 1 x 1 / 1 19 x 19 x 512 -> 19 x 19 x 256 0.095 BFLOPs
85 upsample 2x 19 x 19 x 256 -> 38 x 38 x 256
86 route 85 61
87 conv 256 1 x 1 / 1 38 x 38 x 768 -> 38 x 38 x 256 0.568 BFLOPs
88 conv 512 3 x 3 / 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BFLOPs
89 conv 256 1 x 1 / 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BFLOPs
90 conv 512 3 x 3 / 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BFLOPs
91 conv 256 1 x 1 / 1 38 x 38 x 512 -> 38 x 38 x 256 0.379 BFLOPs
92 conv 512 3 x 3 / 1 38 x 38 x 256 -> 38 x 38 x 512 3.407 BFLOPs
93 conv 255 1 x 1 / 1 38 x 38 x 512 -> 38 x 38 x 255 0.377 BFLOPs
94 yolo
95 route 91
96 conv 128 1 x 1 / 1 38 x 38 x 256 -> 38 x 38 x 128 0.095 BFLOPs
97 upsample 2x 38 x 38 x 128 -> 76 x 76 x 128
98 route 97 36
99 conv 128 1 x 1 / 1 76 x 76 x 384 -> 76 x 76 x 128 0.568 BFLOPs
100 conv 256 3 x 3 / 1 76 x 76 x 128 -> 76 x 76 x 256 3.407 BFLOPs
101 conv 128 1 x 1 / 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BFLOPs
102 conv 256 3 x 3 / 1 76 x 76 x 128 -> 76 x 76 x 256 3.407 BFLOPs
103 conv 128 1 x 1 / 1 76 x 76 x 256 -> 76 x 76 x 128 0.379 BFLOPs
104 conv 256 3 x 3 / 1 76 x 76 x 128 -> 76 x 76 x 256 3.407 BFLOPs
105 conv 255 1 x 1 / 1 76 x 76 x 256 -> 76 x 76 x 255 0.754 BFLOPs
106 yolo
Loading weights from backup/yolov3.backup...yolov3
Done!
Learning Rate: 0.001, Momentum: 0.9, Decay: 0.0005
Resizing
448
Loaded: 0.000066 seconds
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.784216, Class: 0.999134, Obj: 0.709459, No Obj: 0.005919, .5R: 1.000000, .75R: 0.711864, count: 59
Region 106 Avg IOU: 0.838424, Class: 0.999896, Obj: 0.498490, No Obj: 0.008252, .5R: 1.000000, .75R: 0.934694, count: 245
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Region 94 Avg IOU: 0.831015, Class: 0.996524, Obj: 0.000179, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1
Region 106 Avg IOU: 0.855147, Class: 0.999964, Obj: 0.676704, No Obj: 0.009834, .5R: 1.000000, .75R: 0.950658, count: 304
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Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0
Region 106 Avg IOU: 0.796936, Class: 0.999901, Obj: 0.261194, No Obj: 0.009179, .5R: 0.997222, .75R: 0.788889, count: 360
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Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0
Region 106 Avg IOU: 0.822795, Class: 0.999905, Obj: 0.487751, No Obj: 0.010624, .5R: 0.988889, .75R: 0.866667, count: 360
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.790075, Class: 0.999566, Obj: 0.686353, No Obj: 0.007302, .5R: 1.000000, .75R: 0.545455, count: 44
Region 106 Avg IOU: 0.816606, Class: 0.999898, Obj: 0.327863, No Obj: 0.008773, .5R: 0.996310, .75R: 0.837638, count: 271
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.804671, Class: 0.998816, Obj: 0.589114, No Obj: 0.008345, .5R: 0.986486, .75R: 0.756757, count: 74
Region 106 Avg IOU: 0.808238, Class: 0.999849, Obj: 0.433642, No Obj: 0.009848, .5R: 0.967391, .75R: 0.800725, count: 276
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.800777, Class: 0.999702, Obj: 0.574606, No Obj: 0.003403, .5R: 1.000000, .75R: 0.852941, count: 34
Region 106 Avg IOU: 0.814900, Class: 0.999933, Obj: 0.327000, No Obj: 0.009503, .5R: 0.986928, .75R: 0.820261, count: 306
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.783705, Class: 0.999068, Obj: 0.733806, No Obj: 0.015304, .5R: 1.000000, .75R: 0.714286, count: 112
Region 106 Avg IOU: 0.848486, Class: 0.999916, Obj: 0.583004, No Obj: 0.006803, .5R: 1.000000, .75R: 0.934066, count: 182
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0
Region 106 Avg IOU: 0.815120, Class: 0.999871, Obj: 0.344292, No Obj: 0.009613, .5R: 0.997222, .75R: 0.830556, count: 360
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.778908, Class: 0.999597, Obj: 0.434604, No Obj: 0.001566, .5R: 1.000000, .75R: 0.666667, count: 15
Region 106 Avg IOU: 0.826917, Class: 0.999913, Obj: 0.414850, No Obj: 0.011001, .5R: 0.997101, .75R: 0.849275, count: 345
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0
Region 106 Avg IOU: 0.840093, Class: 0.999929, Obj: 0.483788, No Obj: 0.011168, .5R: 0.988827, .75R: 0.913408, count: 358
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.792998, Class: 0.998681, Obj: 0.630642, No Obj: 0.004335, .5R: 1.000000, .75R: 0.800000, count: 25
Region 106 Avg IOU: 0.857178, Class: 0.999883, Obj: 0.509818, No Obj: 0.010912, .5R: 1.000000, .75R: 0.955224, count: 335
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0
Region 106 Avg IOU: 0.807142, Class: 0.999876, Obj: 0.336396, No Obj: 0.010133, .5R: 0.986111, .75R: 0.805556, count: 360
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.760370, Class: 0.998967, Obj: 0.446853, No Obj: 0.001539, .5R: 1.000000, .75R: 0.700000, count: 10
Region 106 Avg IOU: 0.861773, Class: 0.999969, Obj: 0.777340, No Obj: 0.010812, .5R: 1.000000, .75R: 0.966292, count: 267
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.816784, Class: 0.999528, Obj: 0.493871, No Obj: 0.005525, .5R: 1.000000, .75R: 0.869565, count: 46
Region 106 Avg IOU: 0.841463, Class: 0.999906, Obj: 0.483589, No Obj: 0.010267, .5R: 0.996124, .75R: 0.903101, count: 258
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0
Region 106 Avg IOU: 0.778084, Class: 0.999904, Obj: 0.336631, No Obj: 0.010390, .5R: 0.938889, .75R: 0.741667, count: 360
2701: 18.733759, 18.733759 avg, 0.001000 rate, 6.093556 seconds, 172864 images
Loaded: 0.000067 seconds
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.802055, Class: 0.999767, Obj: 0.050449, No Obj: 0.000308, .5R: 1.000000, .75R: 1.000000, count: 2
Region 106 Avg IOU: 0.861892, Class: 0.999951, Obj: 0.645684, No Obj: 0.012034, .5R: 1.000000, .75R: 0.944272, count: 323
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.870342, Class: 0.999717, Obj: 0.754486, No Obj: 0.005227, .5R: 1.000000, .75R: 0.965517, count: 29
Region 106 Avg IOU: 0.849433, Class: 0.999949, Obj: 0.573907, No Obj: 0.011137, .5R: 0.996644, .75R: 0.916107, count: 298
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.827425, Class: 0.999421, Obj: 0.544151, No Obj: 0.001959, .5R: 1.000000, .75R: 0.900000, count: 10
Region 106 Avg IOU: 0.856231, Class: 0.999948, Obj: 0.663472, No Obj: 0.012038, .5R: 1.000000, .75R: 0.942177, count: 294
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0
Region 106 Avg IOU: 0.828331, Class: 0.999904, Obj: 0.432730, No Obj: 0.010898, .5R: 0.993976, .75R: 0.849398, count: 332
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.828826, Class: 0.999363, Obj: 0.539513, No Obj: 0.003188, .5R: 1.000000, .75R: 0.888889, count: 27
Region 106 Avg IOU: 0.823615, Class: 0.999931, Obj: 0.537281, No Obj: 0.011737, .5R: 0.978417, .75R: 0.816547, count: 278
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0
Region 106 Avg IOU: 0.834289, Class: 0.999935, Obj: 0.471610, No Obj: 0.011987, .5R: 0.994444, .75R: 0.886111, count: 360
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0
Region 106 Avg IOU: 0.840580, Class: 0.999936, Obj: 0.536329, No Obj: 0.012771, .5R: 0.991667, .75R: 0.905556, count: 360
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.883177, Class: 0.999659, Obj: 0.835235, No Obj: 0.006357, .5R: 1.000000, .75R: 1.000000, count: 41
Region 106 Avg IOU: 0.833680, Class: 0.999957, Obj: 0.645158, No Obj: 0.009322, .5R: 1.000000, .75R: 0.894309, count: 246
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
Region 94 Avg IOU: 0.786345, Class: 0.999771, Obj: 0.002058, No Obj: 0.000467, .5R: 1.000000, .75R: 1.000000, count: 1
Region 106 Avg IOU: 0.832374, Class: 0.999897, Obj: 0.449853, No Obj: 0.010446, .5R: 0.991018, .75R: 0.880240, count: 334
Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000001, .5R: -nan, .75R: -nan, count: 0
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2705: 16.373018, 17.812904 avg, 0.001000 rate, 5.884944 seconds, 173120 images
Loaded: 0.000071 seconds
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