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  1. data/model_fmow_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.log +224 -0
data/model_fmow_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.log ADDED
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1
+ 2024-05-22 17:36:56,590 - INFO -
2
+ num_classes 62
3
+ 2024-05-22 17:36:56,591 - INFO - num train 363571
4
+ 2024-05-22 17:36:56,591 - INFO - num val 53041
5
+ 2024-05-22 17:36:56,591 - INFO - train loss full_loss
6
+ 2024-05-22 17:36:56,591 - INFO - model name ../models/wrap_ffn/model_fmow_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
7
+ 2024-05-22 17:36:56,591 - INFO - num users 1
8
+ 2024-05-22 17:36:57,145 - INFO -
9
+ Epoch 0
10
+ 2024-05-22 17:37:00,764 - INFO - [6144/363571] Loss : 2.0144
11
+ 2024-05-22 17:37:28,127 - INFO - Test loss : 1.0912
12
+ 2024-05-22 17:37:28,127 - INFO -
13
+ Epoch 1
14
+ 2024-05-22 17:37:31,142 - INFO - [6144/363571] Loss : 1.8833
15
+ 2024-05-22 17:37:55,520 - INFO - Test loss : 1.0125
16
+ 2024-05-22 17:37:55,520 - INFO -
17
+ Epoch 2
18
+ 2024-05-22 17:37:58,525 - INFO - [6144/363571] Loss : 1.8238
19
+ 2024-05-22 17:38:23,015 - INFO - Test loss : 0.9884
20
+ 2024-05-22 17:38:23,015 - INFO -
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+ Epoch 3
22
+ 2024-05-22 17:38:26,026 - INFO - [6144/363571] Loss : 1.7863
23
+ 2024-05-22 17:38:50,281 - INFO - Test loss : 0.9364
24
+ 2024-05-22 17:38:50,281 - INFO -
25
+ Epoch 4
26
+ 2024-05-22 17:38:53,278 - INFO - [6144/363571] Loss : 1.7542
27
+ 2024-05-22 17:39:17,826 - INFO - Test loss : 0.9707
28
+ 2024-05-22 17:39:17,826 - INFO -
29
+ Epoch 5
30
+ 2024-05-22 17:39:20,836 - INFO - [6144/363571] Loss : 1.7425
31
+ 2024-05-22 17:39:45,096 - INFO - Test loss : 0.9429
32
+ 2024-05-22 17:39:45,097 - INFO -
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+ Epoch 6
34
+ 2024-05-22 17:39:48,145 - INFO - [6144/363571] Loss : 1.7312
35
+ 2024-05-22 17:40:12,400 - INFO - Test loss : 0.9343
36
+ 2024-05-22 17:40:12,400 - INFO -
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+ Epoch 7
38
+ 2024-05-22 17:40:15,403 - INFO - [6144/363571] Loss : 1.7108
39
+ 2024-05-22 17:40:39,811 - INFO - Test loss : 0.9127
40
+ 2024-05-22 17:40:39,811 - INFO -
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+ Epoch 8
42
+ 2024-05-22 17:40:42,811 - INFO - [6144/363571] Loss : 1.6835
43
+ 2024-05-22 17:41:07,210 - INFO - Test loss : 0.9161
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+ 2024-05-22 17:41:07,210 - INFO -
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+ Epoch 9
46
+ 2024-05-22 17:41:10,220 - INFO - [6144/363571] Loss : 1.6794
47
+ 2024-05-22 17:41:34,591 - INFO - Test loss : 0.8927
48
+ 2024-05-22 17:41:34,591 - INFO -
49
+ Epoch 10
50
+ 2024-05-22 17:41:37,596 - INFO - [6144/363571] Loss : 1.6643
51
+ 2024-05-22 17:41:59,512 - INFO - Test loss : 0.9040
52
+ 2024-05-22 17:41:59,598 - INFO - (53041,)
53
+ 2024-05-22 17:41:59,736 - INFO - Split ID: 0
54
+ 2024-05-22 17:41:59,757 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 8.04
55
+ 2024-05-22 17:41:59,759 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 19.47
56
+ 2024-05-22 17:41:59,761 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 26.97
57
+ 2024-05-22 17:41:59,763 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 40.43
58
+ 2024-05-22 17:41:59,769 - INFO -
59
+ No prior
60
+ 2024-05-22 17:41:59,774 - INFO - (53041,)
61
+ 2024-05-22 17:41:59,930 - INFO - Split ID: 0
62
+ 2024-05-22 17:41:59,930 - INFO - Top 1 (Epoch 10)acc (%): 69.83
63
+ 2024-05-22 17:41:59,931 - INFO - Top 3 (Epoch 10)acc (%): 84.61
64
+ 2024-05-22 17:41:59,931 - INFO - Top 5 (Epoch 10)acc (%): 89.23
65
+ 2024-05-22 17:41:59,931 - INFO - Top 10 (Epoch 10)acc (%): 94.29
66
+ 2024-05-22 17:42:29,287 - INFO - Split ID: 0
67
+ 2024-05-22 17:42:29,287 - INFO - Top 1 (Epoch 10)acc (%): 69.98
68
+ 2024-05-22 17:42:29,288 - INFO - Top 3 (Epoch 10)acc (%): 84.7
69
+ 2024-05-22 17:42:29,288 - INFO - Top 5 (Epoch 10)acc (%): 89.34
70
+ 2024-05-22 17:42:29,288 - INFO - Top 10 (Epoch 10)acc (%): 94.39
71
+ 2024-05-22 17:42:29,288 - INFO -
72
+ Epoch 11
73
+ 2024-05-22 17:42:32,293 - INFO - [6144/363571] Loss : 1.6484
74
+ 2024-05-22 17:42:56,699 - INFO - Test loss : 0.8639
75
+ 2024-05-22 17:42:56,699 - INFO -
76
+ Epoch 12
77
+ 2024-05-22 17:42:59,705 - INFO - [6144/363571] Loss : 1.6312
78
+ 2024-05-22 17:43:24,235 - INFO - Test loss : 0.8918
79
+ 2024-05-22 17:43:24,235 - INFO -
80
+ Epoch 13
81
+ 2024-05-22 17:43:27,246 - INFO - [6144/363571] Loss : 1.6249
82
+ 2024-05-22 17:43:52,010 - INFO - Test loss : 0.8910
83
+ 2024-05-22 17:43:52,010 - INFO -
84
+ Epoch 14
85
+ 2024-05-22 17:43:55,016 - INFO - [6144/363571] Loss : 1.6239
86
+ 2024-05-22 17:44:19,451 - INFO - Test loss : 0.8431
87
+ 2024-05-22 17:44:19,451 - INFO -
88
+ Epoch 15
89
+ 2024-05-22 17:44:22,467 - INFO - [6144/363571] Loss : 1.6055
90
+ 2024-05-22 17:44:46,856 - INFO - Test loss : 0.8721
91
+ 2024-05-22 17:44:46,857 - INFO -
92
+ Epoch 16
93
+ 2024-05-22 17:44:49,901 - INFO - [6144/363571] Loss : 1.6042
94
+ 2024-05-22 17:45:14,582 - INFO - Test loss : 0.8739
95
+ 2024-05-22 17:45:14,582 - INFO -
96
+ Epoch 17
97
+ 2024-05-22 17:45:17,591 - INFO - [6144/363571] Loss : 1.5982
98
+ 2024-05-22 17:45:41,954 - INFO - Test loss : 0.8551
99
+ 2024-05-22 17:45:41,954 - INFO -
100
+ Epoch 18
101
+ 2024-05-22 17:45:44,959 - INFO - [6144/363571] Loss : 1.5921
102
+ 2024-05-22 17:46:09,456 - INFO - Test loss : 0.8604
103
+ 2024-05-22 17:46:09,456 - INFO -
104
+ Epoch 19
105
+ 2024-05-22 17:46:12,467 - INFO - [6144/363571] Loss : 1.5766
106
+ 2024-05-22 17:46:36,987 - INFO - Test loss : 0.8654
107
+ 2024-05-22 17:46:36,987 - INFO -
108
+ Epoch 20
109
+ 2024-05-22 17:46:39,993 - INFO - [6144/363571] Loss : 1.5737
110
+ 2024-05-22 17:47:00,936 - INFO - Test loss : 0.8283
111
+ 2024-05-22 17:47:01,002 - INFO - (53041,)
112
+ 2024-05-22 17:47:01,139 - INFO - Split ID: 0
113
+ 2024-05-22 17:47:01,160 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 6.7
114
+ 2024-05-22 17:47:01,162 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 21.85
115
+ 2024-05-22 17:47:01,163 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 28.76
116
+ 2024-05-22 17:47:01,165 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 41.76
117
+ 2024-05-22 17:47:01,171 - INFO -
118
+ No prior
119
+ 2024-05-22 17:47:01,176 - INFO - (53041,)
120
+ 2024-05-22 17:47:01,328 - INFO - Split ID: 0
121
+ 2024-05-22 17:47:01,329 - INFO - Top 1 (Epoch 20)acc (%): 69.83
122
+ 2024-05-22 17:47:01,329 - INFO - Top 3 (Epoch 20)acc (%): 84.61
123
+ 2024-05-22 17:47:01,329 - INFO - Top 5 (Epoch 20)acc (%): 89.23
124
+ 2024-05-22 17:47:01,329 - INFO - Top 10 (Epoch 20)acc (%): 94.29
125
+ 2024-05-22 17:47:30,987 - INFO - Split ID: 0
126
+ 2024-05-22 17:47:30,988 - INFO - Top 1 (Epoch 20)acc (%): 70.03
127
+ 2024-05-22 17:47:30,988 - INFO - Top 3 (Epoch 20)acc (%): 84.77
128
+ 2024-05-22 17:47:30,988 - INFO - Top 5 (Epoch 20)acc (%): 89.38
129
+ 2024-05-22 17:47:30,988 - INFO - Top 10 (Epoch 20)acc (%): 94.41
130
+ 2024-05-22 17:47:30,989 - INFO -
131
+ Epoch 21
132
+ 2024-05-22 17:47:33,989 - INFO - [6144/363571] Loss : 1.5829
133
+ 2024-05-22 17:47:59,066 - INFO - Test loss : 0.8522
134
+ 2024-05-22 17:47:59,067 - INFO -
135
+ Epoch 22
136
+ 2024-05-22 17:48:01,545 - INFO - [6144/363571] Loss : 1.5635
137
+ 2024-05-22 17:48:26,129 - INFO - Test loss : 0.8603
138
+ 2024-05-22 17:48:26,129 - INFO -
139
+ Epoch 23
140
+ 2024-05-22 17:48:29,141 - INFO - [6144/363571] Loss : 1.5651
141
+ 2024-05-22 17:48:54,172 - INFO - Test loss : 0.8410
142
+ 2024-05-22 17:48:54,173 - INFO -
143
+ Epoch 24
144
+ 2024-05-22 17:48:56,692 - INFO - [6144/363571] Loss : 1.5599
145
+ 2024-05-22 17:49:21,275 - INFO - Test loss : 0.8498
146
+ 2024-05-22 17:49:21,275 - INFO -
147
+ Epoch 25
148
+ 2024-05-22 17:49:24,305 - INFO - [6144/363571] Loss : 1.5768
149
+ 2024-05-22 17:49:49,356 - INFO - Test loss : 0.8356
150
+ 2024-05-22 17:49:49,356 - INFO -
151
+ Epoch 26
152
+ 2024-05-22 17:49:51,822 - INFO - [6144/363571] Loss : 1.5591
153
+ 2024-05-22 17:50:16,364 - INFO - Test loss : 0.8388
154
+ 2024-05-22 17:50:16,364 - INFO -
155
+ Epoch 27
156
+ 2024-05-22 17:50:19,374 - INFO - [6144/363571] Loss : 1.5565
157
+ 2024-05-22 17:50:43,870 - INFO - Test loss : 0.8602
158
+ 2024-05-22 17:50:43,870 - INFO -
159
+ Epoch 28
160
+ 2024-05-22 17:50:46,953 - INFO - [6144/363571] Loss : 1.5492
161
+ 2024-05-22 17:51:11,462 - INFO - Test loss : 0.8270
162
+ 2024-05-22 17:51:11,462 - INFO -
163
+ Epoch 29
164
+ 2024-05-22 17:51:14,492 - INFO - [6144/363571] Loss : 1.5527
165
+ 2024-05-22 17:51:39,435 - INFO - Test loss : 0.8276
166
+ 2024-05-22 17:51:39,436 - INFO - Saving output model to ../models/wrap_ffn/model_fmow_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
167
+ 2024-05-22 17:51:39,440 - INFO - Saving output model to ../models/wrap_ffn/model_fmow_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
168
+ 2024-05-22 17:51:39,581 - INFO -
169
+ No prior
170
+ 2024-05-22 17:51:39,592 - INFO - (53041,)
171
+ 2024-05-22 17:51:39,747 - INFO - Split ID: 0
172
+ 2024-05-22 17:51:39,748 - INFO - Top 1 acc (%): 69.83
173
+ 2024-05-22 17:51:39,748 - INFO - Top 3 acc (%): 84.61
174
+ 2024-05-22 17:51:39,748 - INFO - Top 5 acc (%): 89.23
175
+ 2024-05-22 17:51:39,748 - INFO - Top 10 acc (%): 94.29
176
+ 2024-05-22 17:52:06,626 - INFO - Split ID: 0
177
+ 2024-05-22 17:52:06,627 - INFO - Top 1 acc (%): 70.11
178
+ 2024-05-22 17:52:06,627 - INFO - Top 3 acc (%): 84.84
179
+ 2024-05-22 17:52:06,627 - INFO - Top 5 acc (%): 89.43
180
+ 2024-05-22 17:52:06,627 - INFO - Top 10 acc (%): 94.41
181
+ 2024-05-22 17:52:06,628 - INFO -
182
+ wrap_ffn
183
+ 2024-05-22 17:52:06,628 - INFO - Model : model_fmow_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
184
+ 2024-05-22 17:52:06,748 - INFO - (53041,)
185
+ 2024-05-22 17:52:06,941 - INFO - Split ID: 0
186
+ 2024-05-22 17:52:06,963 - INFO - Top 1 LocEnc acc (%): 7.14
187
+ 2024-05-22 17:52:06,964 - INFO - Top 3 LocEnc acc (%): 20.9
188
+ 2024-05-22 17:52:06,966 - INFO - Top 5 LocEnc acc (%): 29.78
189
+ 2024-05-22 17:52:06,968 - INFO - Top 10 LocEnc acc (%): 42.67
190
+ 2024-05-30 16:53:02,153 - INFO -
191
+ num_classes 62
192
+ 2024-05-30 16:53:02,180 - INFO - num train 363571
193
+ 2024-05-30 16:53:02,180 - INFO - num val 53041
194
+ 2024-05-30 16:53:02,180 - INFO - train loss full_loss
195
+ 2024-05-30 16:53:02,180 - INFO - model name ../models/wrap_ffn/model_fmow_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
196
+ 2024-05-30 16:53:02,180 - INFO - num users 1
197
+ 2024-05-30 16:53:02,407 - INFO -
198
+ Only wrap_ffn
199
+ 2024-05-30 16:53:02,407 - INFO - Model : model_fmow_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
200
+ 2024-05-30 16:53:02,454 - INFO - Saving output model to ../models/wrap_ffn/model_fmow_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
201
+ 2024-05-30 16:53:02,473 - INFO - Saving output model to ../models/wrap_ffn/model_fmow_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
202
+ 2024-05-30 16:53:02,482 - INFO -
203
+ No prior
204
+ 2024-05-30 16:53:02,490 - INFO - (53041,)
205
+ 2024-05-30 16:53:03,419 - INFO - Save results to ../eval_results/eval_fmow__val_no_prior.csv
206
+ 2024-05-30 16:53:03,420 - INFO - Split ID: 0
207
+ 2024-05-30 16:53:03,420 - INFO - Top 1 acc (%): 69.83
208
+ 2024-05-30 16:53:03,420 - INFO - Top 3 acc (%): 84.61
209
+ 2024-05-30 16:53:03,420 - INFO - Top 5 acc (%): 89.23
210
+ 2024-05-30 16:53:03,420 - INFO - Top 10 acc (%): 94.29
211
+ 2024-05-30 16:53:31,776 - INFO - Split ID: 0
212
+ 2024-05-30 16:53:31,776 - INFO - Top 1 hit (%): 70.11
213
+ 2024-05-30 16:53:31,777 - INFO - Top 3 hit (%): 84.84
214
+ 2024-05-30 16:53:31,777 - INFO - Top 5 hit (%): 89.43
215
+ 2024-05-30 16:53:31,777 - INFO - Top 10 hit (%): 94.41
216
+ 2024-05-30 16:53:31,791 - INFO -
217
+ Only wrap_ffn
218
+ 2024-05-30 16:53:31,791 - INFO - Model : model_fmow_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
219
+ 2024-05-30 16:53:31,845 - INFO - (53041,)
220
+ 2024-05-30 16:53:31,979 - INFO - Split ID: 0
221
+ 2024-05-30 16:53:31,998 - INFO - Top 1 LocEnc acc (%): 7.14
222
+ 2024-05-30 16:53:32,000 - INFO - Top 3 LocEnc acc (%): 20.9
223
+ 2024-05-30 16:53:32,002 - INFO - Top 5 LocEnc acc (%): 29.78
224
+ 2024-05-30 16:53:32,004 - INFO - Top 10 LocEnc acc (%): 42.67