-
Notifications
You must be signed in to change notification settings - Fork 1
/
Copy pathsv_dgcnn_binary_shapenet.txt
201 lines (201 loc) · 37.3 KB
/
sv_dgcnn_binary_shapenet.txt
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
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
Namespace(batch_size=32, binary=True, checkinfo=False, data_dir='/run/nvme/job_1019886/data/data', dropout=0.5, epochs=200, k=40, lr=0.001, model='svnet', momentum=0.9, num_points=2048, num_workers=8, pooling='mean', resume=False, resume_from=None, rot='aligned', rot_test='so3', save_dir='/scratch/project_2002243/zhuo/vnbnn/exp_061', seed=1, test=None, use_sgd=False, wd=0.0)
EPOCH 000/200 | Test: loss 1.905243, acc 0.682753, avg acc 0.370489, iou 0.483540 | Train: loss 2.015841, acc 0.658845, avg acc 0.288544, iou 0.478908 | lr 0.00100000 | 2022-02-15-01-23-40
EPOCH 001/200 | Test: loss 1.848094, acc 0.704703, avg acc 0.421120, iou 0.512273 | Train: loss 1.825303, acc 0.728684, avg acc 0.411783, iou 0.545472 | lr 0.00099994 | 2022-02-15-01-29-12
EPOCH 002/200 | Test: loss 1.838246, acc 0.709590, avg acc 0.427801, iou 0.514084 | Train: loss 1.792048, acc 0.741830, avg acc 0.439520, iou 0.553290 | lr 0.00099975 | 2022-02-15-01-34-52
EPOCH 003/200 | Test: loss 1.815733, acc 0.720303, avg acc 0.447885, iou 0.535656 | Train: loss 1.777737, acc 0.748269, avg acc 0.454519, iou 0.557306 | lr 0.00099944 | 2022-02-15-01-40-23
EPOCH 004/200 | Test: loss 1.798923, acc 0.727474, avg acc 0.469010, iou 0.514548 | Train: loss 1.753170, acc 0.757846, avg acc 0.471342, iou 0.568305 | lr 0.00099901 | 2022-02-15-01-45-55
EPOCH 005/200 | Test: loss 1.805940, acc 0.723570, avg acc 0.467943, iou 0.542052 | Train: loss 1.743155, acc 0.763584, avg acc 0.482542, iou 0.576434 | lr 0.00099846 | 2022-02-15-01-51-28
EPOCH 006/200 | Test: loss 1.789086, acc 0.731048, avg acc 0.469817, iou 0.533951 | Train: loss 1.732506, acc 0.768027, avg acc 0.493198, iou 0.581199 | lr 0.00099778 | 2022-02-15-01-57-00
EPOCH 007/200 | Test: loss 1.800984, acc 0.731530, avg acc 0.478134, iou 0.553477 | Train: loss 1.723129, acc 0.773340, avg acc 0.498944, iou 0.589867 | lr 0.00099698 | 2022-02-15-02-02-32
EPOCH 008/200 | Test: loss 1.805425, acc 0.712633, avg acc 0.514912, iou 0.527461 | Train: loss 1.713440, acc 0.778233, avg acc 0.512677, iou 0.593916 | lr 0.00099606 | 2022-02-15-02-08-05
EPOCH 009/200 | Test: loss 1.764451, acc 0.744816, avg acc 0.493707, iou 0.562171 | Train: loss 1.703051, acc 0.782956, avg acc 0.523255, iou 0.599999 | lr 0.00099501 | 2022-02-15-02-13-37
EPOCH 010/200 | Test: loss 1.745614, acc 0.754322, avg acc 0.511193, iou 0.558357 | Train: loss 1.696578, acc 0.786016, avg acc 0.526793, iou 0.603384 | lr 0.00099384 | 2022-02-15-02-19-09
EPOCH 011/200 | Test: loss 1.754703, acc 0.744992, avg acc 0.523851, iou 0.562320 | Train: loss 1.686542, acc 0.790146, avg acc 0.533056, iou 0.607902 | lr 0.00099255 | 2022-02-15-02-24-42
EPOCH 012/200 | Test: loss 1.723978, acc 0.759340, avg acc 0.498054, iou 0.576003 | Train: loss 1.680962, acc 0.793161, avg acc 0.541081, iou 0.611852 | lr 0.00099114 | 2022-02-15-02-30-14
EPOCH 013/200 | Test: loss 1.733239, acc 0.762190, avg acc 0.528107, iou 0.587200 | Train: loss 1.675423, acc 0.796400, avg acc 0.544393, iou 0.615897 | lr 0.00098961 | 2022-02-15-02-35-47
EPOCH 014/200 | Test: loss 1.726342, acc 0.757557, avg acc 0.536755, iou 0.570224 | Train: loss 1.673269, acc 0.798049, avg acc 0.544700, iou 0.618041 | lr 0.00098796 | 2022-02-15-02-41-19
EPOCH 015/200 | Test: loss 1.713588, acc 0.762859, avg acc 0.535228, iou 0.582925 | Train: loss 1.669923, acc 0.799440, avg acc 0.548730, iou 0.619713 | lr 0.00098618 | 2022-02-15-02-46-52
EPOCH 016/200 | Test: loss 1.720794, acc 0.764745, avg acc 0.505345, iou 0.585213 | Train: loss 1.666600, acc 0.801062, avg acc 0.550637, iou 0.620579 | lr 0.00098429 | 2022-02-15-02-52-24
EPOCH 017/200 | Test: loss 1.700378, acc 0.775135, avg acc 0.534532, iou 0.587681 | Train: loss 1.661673, acc 0.803836, avg acc 0.553354, iou 0.623108 | lr 0.00098228 | 2022-02-15-02-57-56
EPOCH 018/200 | Test: loss 1.705506, acc 0.768061, avg acc 0.530959, iou 0.582662 | Train: loss 1.657828, acc 0.805440, avg acc 0.557935, iou 0.624215 | lr 0.00098015 | 2022-02-15-03-03-29
EPOCH 019/200 | Test: loss 1.698165, acc 0.773802, avg acc 0.555155, iou 0.569757 | Train: loss 1.657234, acc 0.806140, avg acc 0.558350, iou 0.628188 | lr 0.00097790 | 2022-02-15-03-09-01
EPOCH 020/200 | Test: loss 1.707433, acc 0.772551, avg acc 0.546040, iou 0.582703 | Train: loss 1.655373, acc 0.807576, avg acc 0.560701, iou 0.627402 | lr 0.00097553 | 2022-02-15-03-14-33
EPOCH 021/200 | Test: loss 1.725029, acc 0.761151, avg acc 0.546475, iou 0.577746 | Train: loss 1.652188, acc 0.808819, avg acc 0.562806, iou 0.629921 | lr 0.00097304 | 2022-02-15-03-20-06
EPOCH 022/200 | Test: loss 1.708338, acc 0.770186, avg acc 0.533738, iou 0.579922 | Train: loss 1.651564, acc 0.809753, avg acc 0.564191, iou 0.629745 | lr 0.00097044 | 2022-02-15-03-25-39
EPOCH 023/200 | Test: loss 1.710823, acc 0.768407, avg acc 0.532990, iou 0.536386 | Train: loss 1.653430, acc 0.807875, avg acc 0.565816, iou 0.629032 | lr 0.00096772 | 2022-02-15-03-31-11
EPOCH 024/200 | Test: loss 1.713697, acc 0.776808, avg acc 0.552091, iou 0.603750 | Train: loss 1.650832, acc 0.808816, avg acc 0.564415, iou 0.629147 | lr 0.00096489 | 2022-02-15-03-36-43
EPOCH 025/200 | Test: loss 1.715386, acc 0.771696, avg acc 0.540203, iou 0.599663 | Train: loss 1.647420, acc 0.810829, avg acc 0.568381, iou 0.630713 | lr 0.00096194 | 2022-02-15-03-42-16
EPOCH 026/200 | Test: loss 1.693302, acc 0.775406, avg acc 0.538300, iou 0.593546 | Train: loss 1.645643, acc 0.811695, avg acc 0.568985, iou 0.632474 | lr 0.00095888 | 2022-02-15-03-47-47
EPOCH 027/200 | Test: loss 1.685498, acc 0.786416, avg acc 0.562414, iou 0.590948 | Train: loss 1.645462, acc 0.812109, avg acc 0.569525, iou 0.633647 | lr 0.00095570 | 2022-02-15-03-53-20
EPOCH 028/200 | Test: loss 1.698264, acc 0.775252, avg acc 0.559568, iou 0.586967 | Train: loss 1.644392, acc 0.813218, avg acc 0.571801, iou 0.634751 | lr 0.00095241 | 2022-02-15-03-58-53
EPOCH 029/200 | Test: loss 1.708218, acc 0.776933, avg acc 0.524286, iou 0.599795 | Train: loss 1.640213, acc 0.815228, avg acc 0.572673, iou 0.637733 | lr 0.00094901 | 2022-02-15-04-04-26
EPOCH 030/200 | Test: loss 1.679451, acc 0.788486, avg acc 0.560643, iou 0.610702 | Train: loss 1.639158, acc 0.815680, avg acc 0.573664, iou 0.637793 | lr 0.00094550 | 2022-02-15-04-09-59
EPOCH 031/200 | Test: loss 1.682466, acc 0.783913, avg acc 0.538756, iou 0.586640 | Train: loss 1.636582, acc 0.816841, avg acc 0.571515, iou 0.638756 | lr 0.00094188 | 2022-02-15-04-15-32
EPOCH 032/200 | Test: loss 1.683045, acc 0.787564, avg acc 0.558585, iou 0.611257 | Train: loss 1.636360, acc 0.817625, avg acc 0.573800, iou 0.639658 | lr 0.00093815 | 2022-02-15-04-21-04
EPOCH 033/200 | Test: loss 1.690692, acc 0.782431, avg acc 0.566468, iou 0.601266 | Train: loss 1.636568, acc 0.817915, avg acc 0.579089, iou 0.641983 | lr 0.00093432 | 2022-02-15-04-26-37
EPOCH 034/200 | Test: loss 1.681435, acc 0.786679, avg acc 0.588195, iou 0.578321 | Train: loss 1.630634, acc 0.820874, avg acc 0.581365, iou 0.643233 | lr 0.00093037 | 2022-02-15-04-32-09
EPOCH 035/200 | Test: loss 1.666375, acc 0.793039, avg acc 0.557349, iou 0.609138 | Train: loss 1.630143, acc 0.820907, avg acc 0.582353, iou 0.645711 | lr 0.00092632 | 2022-02-15-04-37-41
EPOCH 036/200 | Test: loss 1.682597, acc 0.785734, avg acc 0.577126, iou 0.586921 | Train: loss 1.628661, acc 0.822133, avg acc 0.583936, iou 0.646263 | lr 0.00092216 | 2022-02-15-04-43-14
EPOCH 037/200 | Test: loss 1.683398, acc 0.788779, avg acc 0.558887, iou 0.621033 | Train: loss 1.627230, acc 0.823285, avg acc 0.587220, iou 0.647717 | lr 0.00091790 | 2022-02-15-04-48-47
EPOCH 038/200 | Test: loss 1.668378, acc 0.791796, avg acc 0.563144, iou 0.614266 | Train: loss 1.627615, acc 0.823058, avg acc 0.583807, iou 0.647748 | lr 0.00091354 | 2022-02-15-04-54-19
EPOCH 039/200 | Test: loss 1.670807, acc 0.789900, avg acc 0.543915, iou 0.604575 | Train: loss 1.622401, acc 0.825059, avg acc 0.587114, iou 0.650510 | lr 0.00090907 | 2022-02-15-04-59-51
EPOCH 040/200 | Test: loss 1.657185, acc 0.798599, avg acc 0.565716, iou 0.623521 | Train: loss 1.621592, acc 0.825977, avg acc 0.587064, iou 0.652142 | lr 0.00090451 | 2022-02-15-05-05-24
EPOCH 041/200 | Test: loss 1.661509, acc 0.799813, avg acc 0.574045, iou 0.615966 | Train: loss 1.618725, acc 0.827368, avg acc 0.589213, iou 0.654715 | lr 0.00089984 | 2022-02-15-05-10-57
EPOCH 042/200 | Test: loss 1.703058, acc 0.786231, avg acc 0.547644, iou 0.618816 | Train: loss 1.619300, acc 0.827825, avg acc 0.589955, iou 0.654508 | lr 0.00089508 | 2022-02-15-05-16-30
EPOCH 043/200 | Test: loss 1.687572, acc 0.785251, avg acc 0.543628, iou 0.613133 | Train: loss 1.618723, acc 0.827915, avg acc 0.591276, iou 0.654622 | lr 0.00089022 | 2022-02-15-05-22-02
EPOCH 044/200 | Test: loss 1.671441, acc 0.794046, avg acc 0.563100, iou 0.611941 | Train: loss 1.616240, acc 0.829003, avg acc 0.592172, iou 0.655716 | lr 0.00088526 | 2022-02-15-05-27-34
EPOCH 045/200 | Test: loss 1.661564, acc 0.803396, avg acc 0.585503, iou 0.622199 | Train: loss 1.616215, acc 0.829589, avg acc 0.589183, iou 0.655891 | lr 0.00088020 | 2022-02-15-05-33-07
EPOCH 046/200 | Test: loss 1.675851, acc 0.793459, avg acc 0.555716, iou 0.617755 | Train: loss 1.615897, acc 0.830594, avg acc 0.594496, iou 0.657076 | lr 0.00087506 | 2022-02-15-05-38-40
EPOCH 047/200 | Test: loss 1.648729, acc 0.804759, avg acc 0.556339, iou 0.627845 | Train: loss 1.614809, acc 0.830781, avg acc 0.594120, iou 0.658326 | lr 0.00086982 | 2022-02-15-05-44-12
EPOCH 048/200 | Test: loss 1.640305, acc 0.810420, avg acc 0.572528, iou 0.630672 | Train: loss 1.611668, acc 0.832030, avg acc 0.593274, iou 0.659561 | lr 0.00086448 | 2022-02-15-05-49-45
EPOCH 049/200 | Test: loss 1.655821, acc 0.801599, avg acc 0.589880, iou 0.625647 | Train: loss 1.611482, acc 0.832381, avg acc 0.597609, iou 0.660299 | lr 0.00085906 | 2022-02-15-05-55-17
EPOCH 050/200 | Test: loss 1.652220, acc 0.802416, avg acc 0.581994, iou 0.623303 | Train: loss 1.611732, acc 0.831778, avg acc 0.596355, iou 0.660033 | lr 0.00085355 | 2022-02-15-06-00-50
EPOCH 051/200 | Test: loss 1.658305, acc 0.800070, avg acc 0.563772, iou 0.611157 | Train: loss 1.610214, acc 0.833440, avg acc 0.598042, iou 0.660460 | lr 0.00084796 | 2022-02-15-06-06-23
EPOCH 052/200 | Test: loss 1.651950, acc 0.804591, avg acc 0.578711, iou 0.640752 | Train: loss 1.610624, acc 0.832056, avg acc 0.595873, iou 0.660986 | lr 0.00084227 | 2022-02-15-06-11-56
EPOCH 053/200 | Test: loss 1.652896, acc 0.803780, avg acc 0.556060, iou 0.620048 | Train: loss 1.610419, acc 0.832144, avg acc 0.596272, iou 0.660297 | lr 0.00083651 | 2022-02-15-06-17-29
EPOCH 054/200 | Test: loss 1.658837, acc 0.804387, avg acc 0.576601, iou 0.621418 | Train: loss 1.610115, acc 0.832519, avg acc 0.598706, iou 0.660883 | lr 0.00083066 | 2022-02-15-06-23-01
EPOCH 055/200 | Test: loss 1.642996, acc 0.807487, avg acc 0.582246, iou 0.631562 | Train: loss 1.610502, acc 0.832787, avg acc 0.597062, iou 0.661255 | lr 0.00082472 | 2022-02-15-06-28-34
EPOCH 056/200 | Test: loss 1.645683, acc 0.809453, avg acc 0.576955, iou 0.637453 | Train: loss 1.608997, acc 0.833716, avg acc 0.599342, iou 0.662718 | lr 0.00081871 | 2022-02-15-06-34-06
EPOCH 057/200 | Test: loss 1.659961, acc 0.802491, avg acc 0.604049, iou 0.628498 | Train: loss 1.608278, acc 0.833700, avg acc 0.598372, iou 0.663747 | lr 0.00081262 | 2022-02-15-06-39-40
EPOCH 058/200 | Test: loss 1.650954, acc 0.805115, avg acc 0.576649, iou 0.631048 | Train: loss 1.606076, acc 0.835527, avg acc 0.600698, iou 0.663971 | lr 0.00080645 | 2022-02-15-06-45-12
EPOCH 059/200 | Test: loss 1.649118, acc 0.806618, avg acc 0.572546, iou 0.629481 | Train: loss 1.613193, acc 0.831629, avg acc 0.595867, iou 0.660264 | lr 0.00080021 | 2022-02-15-06-50-44
EPOCH 060/200 | Test: loss 1.656334, acc 0.800970, avg acc 0.579396, iou 0.600365 | Train: loss 1.608295, acc 0.833837, avg acc 0.598287, iou 0.662759 | lr 0.00079389 | 2022-02-15-06-56-17
EPOCH 061/200 | Test: loss 1.647460, acc 0.806162, avg acc 0.584947, iou 0.610461 | Train: loss 1.604644, acc 0.835981, avg acc 0.601293, iou 0.664484 | lr 0.00078750 | 2022-02-15-07-01-49
EPOCH 062/200 | Test: loss 1.667457, acc 0.797544, avg acc 0.572168, iou 0.615825 | Train: loss 1.604064, acc 0.835841, avg acc 0.602991, iou 0.665210 | lr 0.00078104 | 2022-02-15-07-07-22
EPOCH 063/200 | Test: loss 1.653177, acc 0.804721, avg acc 0.583586, iou 0.618130 | Train: loss 1.603346, acc 0.836138, avg acc 0.603777, iou 0.666305 | lr 0.00077451 | 2022-02-15-07-12-55
EPOCH 064/200 | Test: loss 1.668491, acc 0.796633, avg acc 0.579116, iou 0.595132 | Train: loss 1.600361, acc 0.837224, avg acc 0.605197, iou 0.667066 | lr 0.00076791 | 2022-02-15-07-18-27
EPOCH 065/200 | Test: loss 1.644833, acc 0.808132, avg acc 0.570234, iou 0.618427 | Train: loss 1.599300, acc 0.838412, avg acc 0.607458, iou 0.668115 | lr 0.00076125 | 2022-02-15-07-24-01
EPOCH 066/200 | Test: loss 1.642260, acc 0.808434, avg acc 0.596907, iou 0.614585 | Train: loss 1.599245, acc 0.838307, avg acc 0.607099, iou 0.668399 | lr 0.00075452 | 2022-02-15-07-29-33
EPOCH 067/200 | Test: loss 1.658174, acc 0.800853, avg acc 0.576456, iou 0.635973 | Train: loss 1.598943, acc 0.838822, avg acc 0.607272, iou 0.668698 | lr 0.00074773 | 2022-02-15-07-35-06
EPOCH 068/200 | Test: loss 1.643718, acc 0.810044, avg acc 0.588068, iou 0.633925 | Train: loss 1.597683, acc 0.839158, avg acc 0.607988, iou 0.670114 | lr 0.00074088 | 2022-02-15-07-40-38
EPOCH 069/200 | Test: loss 1.655959, acc 0.804974, avg acc 0.569710, iou 0.633209 | Train: loss 1.598263, acc 0.839158, avg acc 0.611227, iou 0.670429 | lr 0.00073396 | 2022-02-15-07-46-11
EPOCH 070/200 | Test: loss 1.637347, acc 0.812178, avg acc 0.587014, iou 0.618872 | Train: loss 1.598926, acc 0.839657, avg acc 0.606475, iou 0.670055 | lr 0.00072700 | 2022-02-15-07-51-43
EPOCH 071/200 | Test: loss 1.652365, acc 0.802120, avg acc 0.550275, iou 0.632840 | Train: loss 1.602034, acc 0.837567, avg acc 0.607173, iou 0.667770 | lr 0.00071997 | 2022-02-15-07-57-16
EPOCH 072/200 | Test: loss 1.642425, acc 0.807750, avg acc 0.589665, iou 0.635976 | Train: loss 1.603268, acc 0.835972, avg acc 0.604565, iou 0.666648 | lr 0.00071289 | 2022-02-15-08-02-49
EPOCH 073/200 | Test: loss 1.658881, acc 0.800240, avg acc 0.578082, iou 0.613670 | Train: loss 1.599347, acc 0.838073, avg acc 0.605646, iou 0.668235 | lr 0.00070576 | 2022-02-15-08-08-21
EPOCH 074/200 | Test: loss 1.650149, acc 0.804676, avg acc 0.574676, iou 0.633425 | Train: loss 1.600429, acc 0.837511, avg acc 0.605672, iou 0.667410 | lr 0.00069857 | 2022-02-15-08-13-54
EPOCH 075/200 | Test: loss 1.644104, acc 0.808013, avg acc 0.571363, iou 0.644214 | Train: loss 1.599121, acc 0.838905, avg acc 0.607099, iou 0.668912 | lr 0.00069134 | 2022-02-15-08-19-27
EPOCH 076/200 | Test: loss 1.640096, acc 0.809062, avg acc 0.594268, iou 0.624606 | Train: loss 1.600489, acc 0.838612, avg acc 0.606641, iou 0.668624 | lr 0.00068406 | 2022-02-15-08-25-00
EPOCH 077/200 | Test: loss 1.640179, acc 0.811355, avg acc 0.606392, iou 0.623991 | Train: loss 1.596814, acc 0.839594, avg acc 0.609784, iou 0.670118 | lr 0.00067674 | 2022-02-15-08-30-32
EPOCH 078/200 | Test: loss 1.639890, acc 0.811247, avg acc 0.598268, iou 0.625122 | Train: loss 1.597714, acc 0.838908, avg acc 0.608079, iou 0.668539 | lr 0.00066937 | 2022-02-15-08-36-05
EPOCH 079/200 | Test: loss 1.636647, acc 0.812881, avg acc 0.575568, iou 0.644518 | Train: loss 1.597390, acc 0.839712, avg acc 0.607984, iou 0.669732 | lr 0.00066196 | 2022-02-15-08-41-37
EPOCH 080/200 | Test: loss 1.629078, acc 0.818168, avg acc 0.577565, iou 0.639024 | Train: loss 1.597004, acc 0.840472, avg acc 0.611371, iou 0.672898 | lr 0.00065451 | 2022-02-15-08-47-10
EPOCH 081/200 | Test: loss 1.632432, acc 0.817784, avg acc 0.580830, iou 0.638688 | Train: loss 1.594358, acc 0.841320, avg acc 0.611786, iou 0.672995 | lr 0.00064702 | 2022-02-15-08-52-43
EPOCH 082/200 | Test: loss 1.625814, acc 0.819371, avg acc 0.604471, iou 0.638827 | Train: loss 1.593682, acc 0.841524, avg acc 0.610932, iou 0.672797 | lr 0.00063950 | 2022-02-15-08-58-16
EPOCH 083/200 | Test: loss 1.626252, acc 0.819185, avg acc 0.595727, iou 0.641805 | Train: loss 1.594736, acc 0.840835, avg acc 0.611774, iou 0.672618 | lr 0.00063194 | 2022-02-15-09-03-49
EPOCH 084/200 | Test: loss 1.637768, acc 0.813560, avg acc 0.593631, iou 0.642897 | Train: loss 1.594876, acc 0.841345, avg acc 0.611265, iou 0.672568 | lr 0.00062434 | 2022-02-15-09-09-21
EPOCH 085/200 | Test: loss 1.638180, acc 0.812308, avg acc 0.580625, iou 0.626858 | Train: loss 1.595237, acc 0.840583, avg acc 0.610327, iou 0.670101 | lr 0.00061672 | 2022-02-15-09-14-54
EPOCH 086/200 | Test: loss 1.631291, acc 0.815920, avg acc 0.586864, iou 0.645980 | Train: loss 1.593656, acc 0.840880, avg acc 0.610218, iou 0.672512 | lr 0.00060907 | 2022-02-15-09-20-26
EPOCH 087/200 | Test: loss 1.635521, acc 0.813337, avg acc 0.583943, iou 0.627213 | Train: loss 1.591404, acc 0.842978, avg acc 0.610833, iou 0.674370 | lr 0.00060139 | 2022-02-15-09-26-15
EPOCH 088/200 | Test: loss 1.635918, acc 0.813482, avg acc 0.589494, iou 0.652797 | Train: loss 1.590635, acc 0.843127, avg acc 0.611399, iou 0.674907 | lr 0.00059369 | 2022-02-15-09-31-46
EPOCH 089/200 | Test: loss 1.649021, acc 0.809124, avg acc 0.588958, iou 0.638306 | Train: loss 1.592194, acc 0.842841, avg acc 0.611651, iou 0.674186 | lr 0.00058596 | 2022-02-15-09-37-18
EPOCH 090/200 | Test: loss 1.632710, acc 0.814489, avg acc 0.581618, iou 0.636435 | Train: loss 1.588392, acc 0.844382, avg acc 0.615300, iou 0.676266 | lr 0.00057822 | 2022-02-15-09-42-51
EPOCH 091/200 | Test: loss 1.626773, acc 0.818763, avg acc 0.597759, iou 0.640353 | Train: loss 1.587743, acc 0.844356, avg acc 0.615640, iou 0.676627 | lr 0.00057045 | 2022-02-15-09-48-24
EPOCH 092/200 | Test: loss 1.629510, acc 0.821696, avg acc 0.597774, iou 0.650059 | Train: loss 1.588686, acc 0.844666, avg acc 0.617276, iou 0.677646 | lr 0.00056267 | 2022-02-15-09-53-56
EPOCH 093/200 | Test: loss 1.647619, acc 0.809604, avg acc 0.578286, iou 0.639686 | Train: loss 1.589872, acc 0.844824, avg acc 0.613070, iou 0.676501 | lr 0.00055487 | 2022-02-15-09-59-29
EPOCH 094/200 | Test: loss 1.625636, acc 0.818262, avg acc 0.616535, iou 0.639089 | Train: loss 1.588582, acc 0.844673, avg acc 0.614874, iou 0.676571 | lr 0.00054705 | 2022-02-15-10-05-02
EPOCH 095/200 | Test: loss 1.630161, acc 0.817619, avg acc 0.592199, iou 0.639104 | Train: loss 1.587964, acc 0.845077, avg acc 0.616470, iou 0.677246 | lr 0.00053923 | 2022-02-15-10-10-35
EPOCH 096/200 | Test: loss 1.637909, acc 0.813024, avg acc 0.592019, iou 0.633893 | Train: loss 1.588094, acc 0.845234, avg acc 0.617726, iou 0.678486 | lr 0.00053140 | 2022-02-15-10-16-08
EPOCH 097/200 | Test: loss 1.624500, acc 0.820811, avg acc 0.592477, iou 0.643016 | Train: loss 1.587373, acc 0.845478, avg acc 0.615995, iou 0.676698 | lr 0.00052355 | 2022-02-15-10-21-41
EPOCH 098/200 | Test: loss 1.640539, acc 0.815150, avg acc 0.582222, iou 0.627061 | Train: loss 1.587530, acc 0.845061, avg acc 0.615995, iou 0.677014 | lr 0.00051571 | 2022-02-15-10-27-14
EPOCH 099/200 | Test: loss 1.632839, acc 0.818604, avg acc 0.597883, iou 0.636527 | Train: loss 1.588436, acc 0.845577, avg acc 0.615777, iou 0.675634 | lr 0.00050785 | 2022-02-15-10-32-47
EPOCH 100/200 | Test: loss 1.644112, acc 0.813331, avg acc 0.576136, iou 0.640252 | Train: loss 1.585933, acc 0.846038, avg acc 0.617298, iou 0.678581 | lr 0.00050000 | 2022-02-15-10-38-19
EPOCH 101/200 | Test: loss 1.645068, acc 0.808893, avg acc 0.599304, iou 0.619350 | Train: loss 1.585673, acc 0.846412, avg acc 0.615504, iou 0.678651 | lr 0.00049215 | 2022-02-15-10-43-52
EPOCH 102/200 | Test: loss 1.625205, acc 0.820005, avg acc 0.577637, iou 0.647251 | Train: loss 1.584176, acc 0.847395, avg acc 0.619687, iou 0.679944 | lr 0.00048429 | 2022-02-15-10-49-25
EPOCH 103/200 | Test: loss 1.636090, acc 0.814998, avg acc 0.599217, iou 0.625861 | Train: loss 1.586380, acc 0.846963, avg acc 0.616162, iou 0.679343 | lr 0.00047645 | 2022-02-15-10-54-58
EPOCH 104/200 | Test: loss 1.638960, acc 0.813903, avg acc 0.598065, iou 0.629185 | Train: loss 1.583440, acc 0.847392, avg acc 0.620040, iou 0.679723 | lr 0.00046860 | 2022-02-15-11-00-30
EPOCH 105/200 | Test: loss 1.633563, acc 0.817318, avg acc 0.579718, iou 0.649014 | Train: loss 1.584546, acc 0.847061, avg acc 0.621018, iou 0.678946 | lr 0.00046077 | 2022-02-15-11-06-03
EPOCH 106/200 | Test: loss 1.637914, acc 0.815923, avg acc 0.580946, iou 0.648339 | Train: loss 1.585013, acc 0.846902, avg acc 0.617414, iou 0.679336 | lr 0.00045295 | 2022-02-15-11-11-36
EPOCH 107/200 | Test: loss 1.631126, acc 0.819768, avg acc 0.592916, iou 0.649778 | Train: loss 1.584227, acc 0.847613, avg acc 0.620162, iou 0.680678 | lr 0.00044513 | 2022-02-15-11-17-08
EPOCH 108/200 | Test: loss 1.625138, acc 0.820064, avg acc 0.585722, iou 0.649113 | Train: loss 1.584525, acc 0.847014, avg acc 0.620059, iou 0.680067 | lr 0.00043733 | 2022-02-15-11-22-41
EPOCH 109/200 | Test: loss 1.625664, acc 0.823381, avg acc 0.609519, iou 0.653548 | Train: loss 1.584782, acc 0.847035, avg acc 0.619152, iou 0.679753 | lr 0.00042955 | 2022-02-15-11-28-14
EPOCH 110/200 | Test: loss 1.629984, acc 0.819238, avg acc 0.575810, iou 0.638099 | Train: loss 1.581907, acc 0.848972, avg acc 0.622663, iou 0.682798 | lr 0.00042178 | 2022-02-15-11-33-46
EPOCH 111/200 | Test: loss 1.627239, acc 0.821949, avg acc 0.607950, iou 0.642837 | Train: loss 1.583554, acc 0.848238, avg acc 0.617960, iou 0.680321 | lr 0.00041404 | 2022-02-15-11-39-19
EPOCH 112/200 | Test: loss 1.629542, acc 0.817357, avg acc 0.599039, iou 0.636360 | Train: loss 1.582177, acc 0.848499, avg acc 0.621850, iou 0.681497 | lr 0.00040631 | 2022-02-15-11-44-52
EPOCH 113/200 | Test: loss 1.621865, acc 0.823621, avg acc 0.610921, iou 0.643962 | Train: loss 1.582794, acc 0.847990, avg acc 0.618637, iou 0.680103 | lr 0.00039861 | 2022-02-15-11-50-25
EPOCH 114/200 | Test: loss 1.637426, acc 0.812413, avg acc 0.566612, iou 0.618881 | Train: loss 1.581421, acc 0.849059, avg acc 0.622336, iou 0.681554 | lr 0.00039093 | 2022-02-15-11-55-57
EPOCH 115/200 | Test: loss 1.615762, acc 0.826682, avg acc 0.595480, iou 0.650773 | Train: loss 1.579217, acc 0.850050, avg acc 0.620999, iou 0.683076 | lr 0.00038328 | 2022-02-15-12-01-30
EPOCH 116/200 | Test: loss 1.621738, acc 0.821618, avg acc 0.582033, iou 0.651071 | Train: loss 1.578966, acc 0.850109, avg acc 0.625810, iou 0.683453 | lr 0.00037566 | 2022-02-15-12-07-03
EPOCH 117/200 | Test: loss 1.634455, acc 0.814597, avg acc 0.578677, iou 0.643179 | Train: loss 1.578136, acc 0.850677, avg acc 0.623167, iou 0.683699 | lr 0.00036806 | 2022-02-15-12-12-35
EPOCH 118/200 | Test: loss 1.623224, acc 0.821291, avg acc 0.597899, iou 0.641923 | Train: loss 1.579187, acc 0.850007, avg acc 0.622815, iou 0.683211 | lr 0.00036050 | 2022-02-15-12-18-08
EPOCH 119/200 | Test: loss 1.625967, acc 0.820947, avg acc 0.575293, iou 0.645415 | Train: loss 1.580369, acc 0.849717, avg acc 0.622558, iou 0.683020 | lr 0.00035298 | 2022-02-15-12-23-41
EPOCH 120/200 | Test: loss 1.632865, acc 0.818103, avg acc 0.595513, iou 0.634809 | Train: loss 1.578232, acc 0.850328, avg acc 0.624016, iou 0.684255 | lr 0.00034549 | 2022-02-15-12-29-13
EPOCH 121/200 | Test: loss 1.632183, acc 0.815703, avg acc 0.585618, iou 0.645815 | Train: loss 1.576712, acc 0.851220, avg acc 0.624854, iou 0.684411 | lr 0.00033804 | 2022-02-15-12-34-46
EPOCH 122/200 | Test: loss 1.617119, acc 0.827478, avg acc 0.592113, iou 0.658010 | Train: loss 1.577147, acc 0.851358, avg acc 0.624899, iou 0.684473 | lr 0.00033063 | 2022-02-15-12-40-19
EPOCH 123/200 | Test: loss 1.630780, acc 0.818845, avg acc 0.596799, iou 0.624845 | Train: loss 1.574632, acc 0.852894, avg acc 0.626145, iou 0.687494 | lr 0.00032326 | 2022-02-15-12-45-52
EPOCH 124/200 | Test: loss 1.616514, acc 0.827294, avg acc 0.601443, iou 0.659136 | Train: loss 1.578950, acc 0.850449, avg acc 0.621404, iou 0.683570 | lr 0.00031594 | 2022-02-15-12-51-24
EPOCH 125/200 | Test: loss 1.627729, acc 0.819510, avg acc 0.599239, iou 0.621226 | Train: loss 1.574967, acc 0.852083, avg acc 0.626770, iou 0.686390 | lr 0.00030866 | 2022-02-15-12-56-57
EPOCH 126/200 | Test: loss 1.620958, acc 0.822668, avg acc 0.604282, iou 0.653102 | Train: loss 1.577602, acc 0.851312, avg acc 0.624493, iou 0.684210 | lr 0.00030143 | 2022-02-15-13-02-30
EPOCH 127/200 | Test: loss 1.622307, acc 0.824958, avg acc 0.599144, iou 0.652272 | Train: loss 1.576097, acc 0.851422, avg acc 0.624117, iou 0.684403 | lr 0.00029424 | 2022-02-15-13-08-03
EPOCH 128/200 | Test: loss 1.618480, acc 0.825392, avg acc 0.606485, iou 0.660799 | Train: loss 1.574094, acc 0.853000, avg acc 0.626333, iou 0.686980 | lr 0.00028711 | 2022-02-15-13-13-36
EPOCH 129/200 | Test: loss 1.623134, acc 0.821326, avg acc 0.598848, iou 0.647836 | Train: loss 1.574092, acc 0.852568, avg acc 0.625980, iou 0.687887 | lr 0.00028003 | 2022-02-15-13-19-08
EPOCH 130/200 | Test: loss 1.617418, acc 0.826965, avg acc 0.622113, iou 0.636608 | Train: loss 1.575261, acc 0.852330, avg acc 0.625382, iou 0.688008 | lr 0.00027300 | 2022-02-15-13-24-41
EPOCH 131/200 | Test: loss 1.619194, acc 0.824716, avg acc 0.606720, iou 0.646973 | Train: loss 1.573407, acc 0.853596, avg acc 0.630076, iou 0.688486 | lr 0.00026604 | 2022-02-15-13-30-14
EPOCH 132/200 | Test: loss 1.631299, acc 0.818107, avg acc 0.588460, iou 0.639928 | Train: loss 1.569996, acc 0.855190, avg acc 0.633746, iou 0.691180 | lr 0.00025912 | 2022-02-15-13-35-47
EPOCH 133/200 | Test: loss 1.613630, acc 0.826396, avg acc 0.615789, iou 0.650116 | Train: loss 1.572476, acc 0.854020, avg acc 0.629142, iou 0.689371 | lr 0.00025227 | 2022-02-15-13-41-19
EPOCH 134/200 | Test: loss 1.624814, acc 0.822516, avg acc 0.597988, iou 0.650204 | Train: loss 1.570600, acc 0.855136, avg acc 0.633730, iou 0.691568 | lr 0.00024548 | 2022-02-15-13-46-52
EPOCH 135/200 | Test: loss 1.623630, acc 0.820977, avg acc 0.591486, iou 0.641069 | Train: loss 1.571911, acc 0.853969, avg acc 0.629339, iou 0.689208 | lr 0.00023875 | 2022-02-15-13-52-25
EPOCH 136/200 | Test: loss 1.633108, acc 0.819689, avg acc 0.604087, iou 0.649438 | Train: loss 1.574370, acc 0.853781, avg acc 0.628046, iou 0.689498 | lr 0.00023209 | 2022-02-15-13-57-58
EPOCH 137/200 | Test: loss 1.619030, acc 0.825706, avg acc 0.616399, iou 0.646272 | Train: loss 1.572951, acc 0.854071, avg acc 0.630829, iou 0.689293 | lr 0.00022549 | 2022-02-15-14-03-31
EPOCH 138/200 | Test: loss 1.619520, acc 0.824921, avg acc 0.602204, iou 0.641383 | Train: loss 1.572590, acc 0.854626, avg acc 0.629237, iou 0.689974 | lr 0.00021896 | 2022-02-15-14-09-03
EPOCH 139/200 | Test: loss 1.613268, acc 0.830306, avg acc 0.606209, iou 0.656875 | Train: loss 1.572274, acc 0.854762, avg acc 0.632738, iou 0.690612 | lr 0.00021250 | 2022-02-15-14-14-36
EPOCH 140/200 | Test: loss 1.612569, acc 0.829576, avg acc 0.601739, iou 0.652218 | Train: loss 1.573433, acc 0.854569, avg acc 0.629634, iou 0.689221 | lr 0.00020611 | 2022-02-15-14-20-09
EPOCH 141/200 | Test: loss 1.624717, acc 0.819626, avg acc 0.590664, iou 0.644354 | Train: loss 1.571326, acc 0.855110, avg acc 0.632850, iou 0.689927 | lr 0.00019979 | 2022-02-15-14-25-42
EPOCH 142/200 | Test: loss 1.619241, acc 0.827240, avg acc 0.593131, iou 0.652228 | Train: loss 1.571363, acc 0.855401, avg acc 0.632597, iou 0.691445 | lr 0.00019355 | 2022-02-15-14-31-15
EPOCH 143/200 | Test: loss 1.623711, acc 0.826467, avg acc 0.593975, iou 0.655931 | Train: loss 1.569836, acc 0.855951, avg acc 0.633203, iou 0.692013 | lr 0.00018738 | 2022-02-15-14-36-48
EPOCH 144/200 | Test: loss 1.603715, acc 0.832688, avg acc 0.612366, iou 0.661435 | Train: loss 1.570923, acc 0.855429, avg acc 0.631613, iou 0.692104 | lr 0.00018129 | 2022-02-15-14-42-21
EPOCH 145/200 | Test: loss 1.635288, acc 0.817858, avg acc 0.617651, iou 0.641670 | Train: loss 1.569202, acc 0.855635, avg acc 0.633542, iou 0.691784 | lr 0.00017528 | 2022-02-15-14-47-54
EPOCH 146/200 | Test: loss 1.611809, acc 0.827840, avg acc 0.604287, iou 0.658999 | Train: loss 1.570617, acc 0.855407, avg acc 0.633500, iou 0.691940 | lr 0.00016934 | 2022-02-15-14-53-27
EPOCH 147/200 | Test: loss 1.620009, acc 0.825956, avg acc 0.613403, iou 0.659234 | Train: loss 1.569852, acc 0.855589, avg acc 0.637188, iou 0.691476 | lr 0.00016349 | 2022-02-15-14-59-00
EPOCH 148/200 | Test: loss 1.619242, acc 0.829137, avg acc 0.602782, iou 0.657110 | Train: loss 1.571201, acc 0.855159, avg acc 0.633341, iou 0.691638 | lr 0.00015773 | 2022-02-15-15-04-32
EPOCH 149/200 | Test: loss 1.644168, acc 0.813331, avg acc 0.623768, iou 0.644252 | Train: loss 1.568858, acc 0.856440, avg acc 0.636085, iou 0.693840 | lr 0.00015204 | 2022-02-15-15-10-05
EPOCH 150/200 | Test: loss 1.616589, acc 0.827076, avg acc 0.612760, iou 0.655442 | Train: loss 1.568033, acc 0.857009, avg acc 0.635863, iou 0.694393 | lr 0.00014645 | 2022-02-15-15-15-38
EPOCH 151/200 | Test: loss 1.621369, acc 0.828853, avg acc 0.610997, iou 0.646326 | Train: loss 1.569107, acc 0.856589, avg acc 0.634304, iou 0.692807 | lr 0.00014094 | 2022-02-15-15-21-11
EPOCH 152/200 | Test: loss 1.604522, acc 0.832667, avg acc 0.596236, iou 0.649157 | Train: loss 1.569859, acc 0.856554, avg acc 0.637296, iou 0.693508 | lr 0.00013552 | 2022-02-15-15-26-44
EPOCH 153/200 | Test: loss 1.627855, acc 0.824738, avg acc 0.606146, iou 0.637444 | Train: loss 1.566597, acc 0.858143, avg acc 0.638894, iou 0.697024 | lr 0.00013018 | 2022-02-15-15-32-16
EPOCH 154/200 | Test: loss 1.611521, acc 0.828710, avg acc 0.600369, iou 0.661261 | Train: loss 1.566200, acc 0.857986, avg acc 0.637818, iou 0.696238 | lr 0.00012494 | 2022-02-15-15-37-49
EPOCH 155/200 | Test: loss 1.613107, acc 0.831272, avg acc 0.608365, iou 0.662651 | Train: loss 1.566235, acc 0.857661, avg acc 0.635984, iou 0.694743 | lr 0.00011980 | 2022-02-15-15-43-22
EPOCH 156/200 | Test: loss 1.627877, acc 0.820999, avg acc 0.627737, iou 0.649978 | Train: loss 1.567603, acc 0.857910, avg acc 0.637853, iou 0.695773 | lr 0.00011474 | 2022-02-15-15-48-55
EPOCH 157/200 | Test: loss 1.615741, acc 0.827148, avg acc 0.616141, iou 0.652973 | Train: loss 1.564309, acc 0.858702, avg acc 0.639907, iou 0.696555 | lr 0.00010978 | 2022-02-15-15-54-27
EPOCH 158/200 | Test: loss 1.615440, acc 0.826727, avg acc 0.613185, iou 0.641250 | Train: loss 1.563923, acc 0.858853, avg acc 0.637836, iou 0.696529 | lr 0.00010492 | 2022-02-15-16-00-00
EPOCH 159/200 | Test: loss 1.617848, acc 0.827071, avg acc 0.584753, iou 0.661991 | Train: loss 1.564541, acc 0.858286, avg acc 0.637739, iou 0.695544 | lr 0.00010016 | 2022-02-15-16-05-33
EPOCH 160/200 | Test: loss 1.618176, acc 0.827570, avg acc 0.604607, iou 0.659262 | Train: loss 1.563514, acc 0.859131, avg acc 0.640880, iou 0.697961 | lr 0.00009549 | 2022-02-15-16-11-05
EPOCH 161/200 | Test: loss 1.610996, acc 0.829823, avg acc 0.612171, iou 0.653172 | Train: loss 1.564121, acc 0.859075, avg acc 0.642248, iou 0.697973 | lr 0.00009093 | 2022-02-15-16-16-38
EPOCH 162/200 | Test: loss 1.612154, acc 0.827854, avg acc 0.621966, iou 0.637585 | Train: loss 1.562929, acc 0.859369, avg acc 0.639703, iou 0.697711 | lr 0.00008646 | 2022-02-15-16-22-11
EPOCH 163/200 | Test: loss 1.619525, acc 0.827177, avg acc 0.596928, iou 0.659940 | Train: loss 1.564709, acc 0.859365, avg acc 0.640451, iou 0.696541 | lr 0.00008210 | 2022-02-15-16-27-44
EPOCH 164/200 | Test: loss 1.606273, acc 0.831472, avg acc 0.613179, iou 0.669097 | Train: loss 1.562700, acc 0.859768, avg acc 0.642513, iou 0.698273 | lr 0.00007784 | 2022-02-15-16-33-17
EPOCH 165/200 | Test: loss 1.620475, acc 0.824746, avg acc 0.611031, iou 0.656351 | Train: loss 1.562665, acc 0.859575, avg acc 0.642838, iou 0.697931 | lr 0.00007368 | 2022-02-15-16-38-50
EPOCH 166/200 | Test: loss 1.602819, acc 0.833027, avg acc 0.602152, iou 0.665524 | Train: loss 1.562473, acc 0.859958, avg acc 0.642024, iou 0.698257 | lr 0.00006963 | 2022-02-15-16-44-22
EPOCH 167/200 | Test: loss 1.600628, acc 0.834129, avg acc 0.598412, iou 0.664545 | Train: loss 1.561484, acc 0.860629, avg acc 0.644016, iou 0.698537 | lr 0.00006568 | 2022-02-15-16-49-55
EPOCH 168/200 | Test: loss 1.597224, acc 0.836484, avg acc 0.614559, iou 0.672179 | Train: loss 1.558795, acc 0.861315, avg acc 0.645123, iou 0.701408 | lr 0.00006185 | 2022-02-15-16-55-28
EPOCH 169/200 | Test: loss 1.627088, acc 0.821222, avg acc 0.613105, iou 0.652383 | Train: loss 1.560270, acc 0.860672, avg acc 0.644212, iou 0.700206 | lr 0.00005812 | 2022-02-15-17-01-01
EPOCH 170/200 | Test: loss 1.625000, acc 0.822441, avg acc 0.610396, iou 0.652383 | Train: loss 1.560357, acc 0.861008, avg acc 0.644206, iou 0.700275 | lr 0.00005450 | 2022-02-15-17-06-33
EPOCH 171/200 | Test: loss 1.603682, acc 0.832583, avg acc 0.606507, iou 0.665299 | Train: loss 1.560047, acc 0.860992, avg acc 0.643534, iou 0.701327 | lr 0.00005099 | 2022-02-15-17-12-06
EPOCH 172/200 | Test: loss 1.616811, acc 0.826028, avg acc 0.618045, iou 0.650896 | Train: loss 1.559117, acc 0.861380, avg acc 0.644475, iou 0.700726 | lr 0.00004759 | 2022-02-15-17-17-38
EPOCH 173/200 | Test: loss 1.606757, acc 0.832661, avg acc 0.596827, iou 0.663125 | Train: loss 1.559935, acc 0.861021, avg acc 0.644238, iou 0.700856 | lr 0.00004430 | 2022-02-15-17-23-26
EPOCH 174/200 | Test: loss 1.600831, acc 0.835594, avg acc 0.623785, iou 0.664376 | Train: loss 1.558033, acc 0.862168, avg acc 0.645573, iou 0.702440 | lr 0.00004112 | 2022-02-15-17-28-58
EPOCH 175/200 | Test: loss 1.615735, acc 0.828911, avg acc 0.604424, iou 0.639093 | Train: loss 1.558724, acc 0.861725, avg acc 0.645751, iou 0.701605 | lr 0.00003806 | 2022-02-15-17-34-29
EPOCH 176/200 | Test: loss 1.603793, acc 0.832946, avg acc 0.610764, iou 0.656680 | Train: loss 1.557108, acc 0.862768, avg acc 0.646321, iou 0.702842 | lr 0.00003511 | 2022-02-15-17-40-02
EPOCH 177/200 | Test: loss 1.593919, acc 0.838603, avg acc 0.621987, iou 0.665258 | Train: loss 1.558286, acc 0.862055, avg acc 0.644721, iou 0.701576 | lr 0.00003228 | 2022-02-15-17-45-34
EPOCH 178/200 | Test: loss 1.606862, acc 0.832024, avg acc 0.613548, iou 0.652095 | Train: loss 1.557242, acc 0.862462, avg acc 0.647222, iou 0.702115 | lr 0.00002956 | 2022-02-15-17-51-07
EPOCH 179/200 | Test: loss 1.594775, acc 0.838092, avg acc 0.625813, iou 0.655607 | Train: loss 1.556664, acc 0.863011, avg acc 0.650750, iou 0.702668 | lr 0.00002696 | 2022-02-15-17-56-40
EPOCH 180/200 | Test: loss 1.606260, acc 0.830650, avg acc 0.622804, iou 0.672785 | Train: loss 1.557053, acc 0.862669, avg acc 0.646728, iou 0.702004 | lr 0.00002447 | 2022-02-15-18-02-13
EPOCH 181/200 | Test: loss 1.606957, acc 0.832382, avg acc 0.610179, iou 0.663016 | Train: loss 1.556212, acc 0.862469, avg acc 0.648676, iou 0.703124 | lr 0.00002210 | 2022-02-15-18-07-45
EPOCH 182/200 | Test: loss 1.604742, acc 0.834040, avg acc 0.621921, iou 0.672344 | Train: loss 1.555209, acc 0.863244, avg acc 0.647925, iou 0.703580 | lr 0.00001985 | 2022-02-15-18-13-18
EPOCH 183/200 | Test: loss 1.597954, acc 0.838232, avg acc 0.617985, iou 0.669610 | Train: loss 1.555618, acc 0.862838, avg acc 0.648767, iou 0.702531 | lr 0.00001772 | 2022-02-15-18-18-52
EPOCH 184/200 | Test: loss 1.608813, acc 0.832799, avg acc 0.620972, iou 0.669034 | Train: loss 1.554139, acc 0.863586, avg acc 0.649125, iou 0.704001 | lr 0.00001571 | 2022-02-15-18-24-24
EPOCH 185/200 | Test: loss 1.596697, acc 0.836336, avg acc 0.618089, iou 0.662638 | Train: loss 1.554037, acc 0.863381, avg acc 0.650032, iou 0.704129 | lr 0.00001382 | 2022-02-15-18-29-57
EPOCH 186/200 | Test: loss 1.599267, acc 0.836625, avg acc 0.598954, iou 0.678249 | Train: loss 1.553660, acc 0.863304, avg acc 0.649728, iou 0.704021 | lr 0.00001204 | 2022-02-15-18-35-30
EPOCH 187/200 | Test: loss 1.613602, acc 0.828667, avg acc 0.607447, iou 0.662516 | Train: loss 1.552917, acc 0.863638, avg acc 0.652184, iou 0.703986 | lr 0.00001039 | 2022-02-15-18-41-02
EPOCH 188/200 | Test: loss 1.624924, acc 0.822896, avg acc 0.605928, iou 0.656920 | Train: loss 1.552972, acc 0.863738, avg acc 0.650897, iou 0.704673 | lr 0.00000886 | 2022-02-15-18-46-35
EPOCH 189/200 | Test: loss 1.605984, acc 0.831109, avg acc 0.615614, iou 0.663541 | Train: loss 1.553253, acc 0.863452, avg acc 0.647816, iou 0.703965 | lr 0.00000745 | 2022-02-15-18-52-07
EPOCH 190/200 | Test: loss 1.612925, acc 0.829903, avg acc 0.604293, iou 0.665219 | Train: loss 1.550357, acc 0.864733, avg acc 0.651193, iou 0.705651 | lr 0.00000616 | 2022-02-15-18-57-40
EPOCH 191/200 | Test: loss 1.591694, acc 0.839682, avg acc 0.633955, iou 0.672751 | Train: loss 1.549487, acc 0.865209, avg acc 0.654042, iou 0.706477 | lr 0.00000499 | 2022-02-15-19-03-13
EPOCH 192/200 | Test: loss 1.598122, acc 0.836565, avg acc 0.609374, iou 0.664891 | Train: loss 1.549876, acc 0.865326, avg acc 0.653304, iou 0.706860 | lr 0.00000394 | 2022-02-15-19-08-45
EPOCH 193/200 | Test: loss 1.596833, acc 0.835268, avg acc 0.612061, iou 0.667370 | Train: loss 1.550705, acc 0.865756, avg acc 0.653883, iou 0.707272 | lr 0.00000302 | 2022-02-15-19-14-18
EPOCH 194/200 | Test: loss 1.598270, acc 0.834402, avg acc 0.628095, iou 0.656492 | Train: loss 1.549141, acc 0.864765, avg acc 0.653601, iou 0.707501 | lr 0.00000222 | 2022-02-15-19-19-50
EPOCH 195/200 | Test: loss 1.583609, acc 0.844039, avg acc 0.629789, iou 0.685931 | Train: loss 1.545936, acc 0.866878, avg acc 0.655189, iou 0.709415 | lr 0.00000154 | 2022-02-15-19-25-23
EPOCH 196/200 | Test: loss 1.591812, acc 0.839767, avg acc 0.631935, iou 0.671996 | Train: loss 1.546293, acc 0.866563, avg acc 0.654586, iou 0.709038 | lr 0.00000099 | 2022-02-15-19-30-56
EPOCH 197/200 | Test: loss 1.582577, acc 0.843144, avg acc 0.633262, iou 0.676264 | Train: loss 1.545454, acc 0.867677, avg acc 0.658800, iou 0.712059 | lr 0.00000056 | 2022-02-15-19-36-29
EPOCH 198/200 | Test: loss 1.586284, acc 0.840868, avg acc 0.629078, iou 0.675177 | Train: loss 1.542250, acc 0.868890, avg acc 0.658679, iou 0.712477 | lr 0.00000025 | 2022-02-15-19-42-02
EPOCH 199/200 | Test: loss 1.585647, acc 0.841585, avg acc 0.637076, iou 0.670944 | Train: loss 1.538087, acc 0.870901, avg acc 0.664722, iou 0.716896 | lr 0.00000006 | 2022-02-15-19-47-35