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  1. data/model_yfcc_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.log +254 -0
data/model_yfcc_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.log ADDED
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1
+ 2024-05-22 16:30:42,445 - INFO -
2
+ num_classes 100
3
+ 2024-05-22 16:30:42,445 - INFO - num train 66739
4
+ 2024-05-22 16:30:42,445 - INFO - num val 4449
5
+ 2024-05-22 16:30:42,445 - INFO - train loss full_loss
6
+ 2024-05-22 16:30:42,445 - INFO - model name ../models/wrap_ffn/model_yfcc_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
7
+ 2024-05-22 16:30:42,445 - INFO - num users 1
8
+ 2024-05-22 16:30:42,629 - INFO -
9
+ Epoch 0
10
+ 2024-05-22 16:31:07,322 - INFO - [51200/66739] Loss : 1.4481
11
+ 2024-05-22 16:31:14,278 - INFO - [66560/66739] Loss : 1.4132
12
+ 2024-05-22 16:31:16,192 - INFO - Test loss : 0.6140
13
+ 2024-05-22 16:31:16,192 - INFO -
14
+ Epoch 1
15
+ 2024-05-22 16:31:40,801 - INFO - [51200/66739] Loss : 1.2695
16
+ 2024-05-22 16:31:47,850 - INFO - [66560/66739] Loss : 1.2661
17
+ 2024-05-22 16:31:49,976 - INFO - Test loss : 0.6153
18
+ 2024-05-22 16:31:49,976 - INFO -
19
+ Epoch 2
20
+ 2024-05-22 16:32:13,911 - INFO - [51200/66739] Loss : 1.2509
21
+ 2024-05-22 16:32:20,631 - INFO - [66560/66739] Loss : 1.2502
22
+ 2024-05-22 16:32:22,759 - INFO - Test loss : 0.6074
23
+ 2024-05-22 16:32:22,759 - INFO -
24
+ Epoch 3
25
+ 2024-05-22 16:32:47,409 - INFO - [51200/66739] Loss : 1.2421
26
+ 2024-05-22 16:32:54,248 - INFO - [66560/66739] Loss : 1.2413
27
+ 2024-05-22 16:32:56,378 - INFO - Test loss : 0.6045
28
+ 2024-05-22 16:32:56,379 - INFO -
29
+ Epoch 4
30
+ 2024-05-22 16:33:20,820 - INFO - [51200/66739] Loss : 1.2356
31
+ 2024-05-22 16:33:27,847 - INFO - [66560/66739] Loss : 1.2358
32
+ 2024-05-22 16:33:29,973 - INFO - Test loss : 0.5986
33
+ 2024-05-22 16:33:29,973 - INFO -
34
+ Epoch 5
35
+ 2024-05-22 16:33:54,552 - INFO - [51200/66739] Loss : 1.2320
36
+ 2024-05-22 16:34:00,991 - INFO - [66560/66739] Loss : 1.2317
37
+ 2024-05-22 16:34:03,117 - INFO - Test loss : 0.5949
38
+ 2024-05-22 16:34:03,117 - INFO -
39
+ Epoch 6
40
+ 2024-05-22 16:34:27,757 - INFO - [51200/66739] Loss : 1.2265
41
+ 2024-05-22 16:34:35,789 - INFO - [66560/66739] Loss : 1.2257
42
+ 2024-05-22 16:34:37,768 - INFO - Test loss : 0.6015
43
+ 2024-05-22 16:34:37,768 - INFO -
44
+ Epoch 7
45
+ 2024-05-22 16:35:02,985 - INFO - [51200/66739] Loss : 1.2212
46
+ 2024-05-22 16:35:09,169 - INFO - [66560/66739] Loss : 1.2208
47
+ 2024-05-22 16:35:11,296 - INFO - Test loss : 0.5885
48
+ 2024-05-22 16:35:11,296 - INFO -
49
+ Epoch 8
50
+ 2024-05-22 16:35:35,753 - INFO - [51200/66739] Loss : 1.2185
51
+ 2024-05-22 16:35:42,762 - INFO - [66560/66739] Loss : 1.2169
52
+ 2024-05-22 16:35:44,895 - INFO - Test loss : 0.5847
53
+ 2024-05-22 16:35:44,895 - INFO -
54
+ Epoch 9
55
+ 2024-05-22 16:36:09,286 - INFO - [51200/66739] Loss : 1.2124
56
+ 2024-05-22 16:36:16,318 - INFO - [66560/66739] Loss : 1.2124
57
+ 2024-05-22 16:36:18,429 - INFO - Test loss : 0.5768
58
+ 2024-05-22 16:36:18,429 - INFO -
59
+ Epoch 10
60
+ 2024-05-22 16:36:42,684 - INFO - [51200/66739] Loss : 1.2095
61
+ 2024-05-22 16:36:49,610 - INFO - [66560/66739] Loss : 1.2090
62
+ 2024-05-22 16:36:51,725 - INFO - Test loss : 0.5773
63
+ 2024-05-22 16:36:51,738 - INFO - (4449,)
64
+ 2024-05-22 16:36:51,760 - INFO - Split ID: 0
65
+ 2024-05-22 16:36:51,761 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 5.89
66
+ 2024-05-22 16:36:51,761 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 13.62
67
+ 2024-05-22 16:36:51,762 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 19.49
68
+ 2024-05-22 16:36:51,762 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 32.16
69
+ 2024-05-22 16:36:51,762 - INFO -
70
+ No prior
71
+ 2024-05-22 16:36:51,765 - INFO - (17798,)
72
+ 2024-05-22 16:36:51,858 - INFO - Split ID: 0
73
+ 2024-05-22 16:36:51,859 - INFO - Top 1 (Epoch 10)acc (%): 50.15
74
+ 2024-05-22 16:36:51,859 - INFO - Top 3 (Epoch 10)acc (%): 73.9
75
+ 2024-05-22 16:36:51,859 - INFO - Top 5 (Epoch 10)acc (%): 82.45
76
+ 2024-05-22 16:36:51,859 - INFO - Top 10 (Epoch 10)acc (%): 91.06
77
+ 2024-05-22 16:37:03,624 - INFO - Split ID: 0
78
+ 2024-05-22 16:37:03,624 - INFO - Top 1 (Epoch 10)acc (%): 50.49
79
+ 2024-05-22 16:37:03,624 - INFO - Top 3 (Epoch 10)acc (%): 74.46
80
+ 2024-05-22 16:37:03,624 - INFO - Top 5 (Epoch 10)acc (%): 83.07
81
+ 2024-05-22 16:37:03,624 - INFO - Top 10 (Epoch 10)acc (%): 91.32
82
+ 2024-05-22 16:37:03,624 - INFO -
83
+ Epoch 11
84
+ 2024-05-22 16:37:27,891 - INFO - [51200/66739] Loss : 1.2048
85
+ 2024-05-22 16:37:34,866 - INFO - [66560/66739] Loss : 1.2035
86
+ 2024-05-22 16:37:36,985 - INFO - Test loss : 0.5709
87
+ 2024-05-22 16:37:36,985 - INFO -
88
+ Epoch 12
89
+ 2024-05-22 16:38:01,214 - INFO - [51200/66739] Loss : 1.2008
90
+ 2024-05-22 16:38:08,229 - INFO - [66560/66739] Loss : 1.1998
91
+ 2024-05-22 16:38:09,819 - INFO - Test loss : 0.5661
92
+ 2024-05-22 16:38:09,819 - INFO -
93
+ Epoch 13
94
+ 2024-05-22 16:38:34,794 - INFO - [51200/66739] Loss : 1.1938
95
+ 2024-05-22 16:38:41,770 - INFO - [66560/66739] Loss : 1.1963
96
+ 2024-05-22 16:38:43,653 - INFO - Test loss : 0.5680
97
+ 2024-05-22 16:38:43,653 - INFO -
98
+ Epoch 14
99
+ 2024-05-22 16:39:08,023 - INFO - [51200/66739] Loss : 1.1923
100
+ 2024-05-22 16:39:11,932 - INFO - [66560/66739] Loss : 1.1925
101
+ 2024-05-22 16:39:14,359 - INFO - Test loss : 0.5695
102
+ 2024-05-22 16:39:14,359 - INFO -
103
+ Epoch 15
104
+ 2024-05-22 16:39:42,496 - INFO - [51200/66739] Loss : 1.1918
105
+ 2024-05-22 16:39:49,548 - INFO - [66560/66739] Loss : 1.1913
106
+ 2024-05-22 16:39:51,677 - INFO - Test loss : 0.5696
107
+ 2024-05-22 16:39:51,677 - INFO -
108
+ Epoch 16
109
+ 2024-05-22 16:40:15,972 - INFO - [51200/66739] Loss : 1.1869
110
+ 2024-05-22 16:40:22,914 - INFO - [66560/66739] Loss : 1.1889
111
+ 2024-05-22 16:40:25,041 - INFO - Test loss : 0.5664
112
+ 2024-05-22 16:40:25,041 - INFO -
113
+ Epoch 17
114
+ 2024-05-22 16:40:49,726 - INFO - [51200/66739] Loss : 1.1894
115
+ 2024-05-22 16:40:56,729 - INFO - [66560/66739] Loss : 1.1875
116
+ 2024-05-22 16:40:58,855 - INFO - Test loss : 0.5662
117
+ 2024-05-22 16:40:58,855 - INFO -
118
+ Epoch 18
119
+ 2024-05-22 16:41:23,292 - INFO - [51200/66739] Loss : 1.1830
120
+ 2024-05-22 16:41:29,731 - INFO - [66560/66739] Loss : 1.1833
121
+ 2024-05-22 16:41:31,679 - INFO - Test loss : 0.5663
122
+ 2024-05-22 16:41:31,680 - INFO -
123
+ Epoch 19
124
+ 2024-05-22 16:41:56,873 - INFO - [51200/66739] Loss : 1.1817
125
+ 2024-05-22 16:42:03,094 - INFO - [66560/66739] Loss : 1.1807
126
+ 2024-05-22 16:42:05,217 - INFO - Test loss : 0.5649
127
+ 2024-05-22 16:42:05,217 - INFO -
128
+ Epoch 20
129
+ 2024-05-22 16:42:29,631 - INFO - [51200/66739] Loss : 1.1783
130
+ 2024-05-22 16:42:36,627 - INFO - [66560/66739] Loss : 1.1775
131
+ 2024-05-22 16:42:38,753 - INFO - Test loss : 0.5650
132
+ 2024-05-22 16:42:38,759 - INFO - (4449,)
133
+ 2024-05-22 16:42:38,778 - INFO - Split ID: 0
134
+ 2024-05-22 16:42:38,780 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 6.79
135
+ 2024-05-22 16:42:38,780 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 14.7
136
+ 2024-05-22 16:42:38,780 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 21.71
137
+ 2024-05-22 16:42:38,780 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 35.06
138
+ 2024-05-22 16:42:38,781 - INFO -
139
+ No prior
140
+ 2024-05-22 16:42:38,783 - INFO - (17798,)
141
+ 2024-05-22 16:42:38,874 - INFO - Split ID: 0
142
+ 2024-05-22 16:42:38,874 - INFO - Top 1 (Epoch 20)acc (%): 50.15
143
+ 2024-05-22 16:42:38,875 - INFO - Top 3 (Epoch 20)acc (%): 73.9
144
+ 2024-05-22 16:42:38,875 - INFO - Top 5 (Epoch 20)acc (%): 82.45
145
+ 2024-05-22 16:42:38,875 - INFO - Top 10 (Epoch 20)acc (%): 91.06
146
+ 2024-05-22 16:42:50,710 - INFO - Split ID: 0
147
+ 2024-05-22 16:42:50,711 - INFO - Top 1 (Epoch 20)acc (%): 50.58
148
+ 2024-05-22 16:42:50,711 - INFO - Top 3 (Epoch 20)acc (%): 74.52
149
+ 2024-05-22 16:42:50,711 - INFO - Top 5 (Epoch 20)acc (%): 83.25
150
+ 2024-05-22 16:42:50,711 - INFO - Top 10 (Epoch 20)acc (%): 91.57
151
+ 2024-05-22 16:42:50,712 - INFO -
152
+ Epoch 21
153
+ 2024-05-22 16:43:14,560 - INFO - [51200/66739] Loss : 1.1764
154
+ 2024-05-22 16:43:21,384 - INFO - [66560/66739] Loss : 1.1761
155
+ 2024-05-22 16:43:23,512 - INFO - Test loss : 0.5580
156
+ 2024-05-22 16:43:23,512 - INFO -
157
+ Epoch 22
158
+ 2024-05-22 16:43:48,390 - INFO - [51200/66739] Loss : 1.1748
159
+ 2024-05-22 16:43:54,857 - INFO - [66560/66739] Loss : 1.1744
160
+ 2024-05-22 16:43:56,979 - INFO - Test loss : 0.5637
161
+ 2024-05-22 16:43:56,979 - INFO -
162
+ Epoch 23
163
+ 2024-05-22 16:44:19,182 - INFO - [51200/66739] Loss : 1.1722
164
+ 2024-05-22 16:44:27,176 - INFO - [66560/66739] Loss : 1.1723
165
+ 2024-05-22 16:44:29,605 - INFO - Test loss : 0.5635
166
+ 2024-05-22 16:44:29,605 - INFO -
167
+ Epoch 24
168
+ 2024-05-22 16:44:56,176 - INFO - [51200/66739] Loss : 1.1716
169
+ 2024-05-22 16:45:03,216 - INFO - [66560/66739] Loss : 1.1709
170
+ 2024-05-22 16:45:05,337 - INFO - Test loss : 0.5580
171
+ 2024-05-22 16:45:05,337 - INFO -
172
+ Epoch 25
173
+ 2024-05-22 16:45:29,721 - INFO - [51200/66739] Loss : 1.1703
174
+ 2024-05-22 16:45:36,256 - INFO - [66560/66739] Loss : 1.1707
175
+ 2024-05-22 16:45:38,142 - INFO - Test loss : 0.5593
176
+ 2024-05-22 16:45:38,142 - INFO -
177
+ Epoch 26
178
+ 2024-05-22 16:46:03,324 - INFO - [51200/66739] Loss : 1.1661
179
+ 2024-05-22 16:46:09,624 - INFO - [66560/66739] Loss : 1.1665
180
+ 2024-05-22 16:46:11,750 - INFO - Test loss : 0.5626
181
+ 2024-05-22 16:46:11,750 - INFO -
182
+ Epoch 27
183
+ 2024-05-22 16:46:36,171 - INFO - [51200/66739] Loss : 1.1640
184
+ 2024-05-22 16:46:43,198 - INFO - [66560/66739] Loss : 1.1634
185
+ 2024-05-22 16:46:45,327 - INFO - Test loss : 0.5662
186
+ 2024-05-22 16:46:45,327 - INFO -
187
+ Epoch 28
188
+ 2024-05-22 16:47:09,959 - INFO - [51200/66739] Loss : 1.1652
189
+ 2024-05-22 16:47:16,909 - INFO - [66560/66739] Loss : 1.1655
190
+ 2024-05-22 16:47:19,033 - INFO - Test loss : 0.5612
191
+ 2024-05-22 16:47:19,034 - INFO -
192
+ Epoch 29
193
+ 2024-05-22 16:47:43,547 - INFO - [51200/66739] Loss : 1.1597
194
+ 2024-05-22 16:47:50,537 - INFO - [66560/66739] Loss : 1.1606
195
+ 2024-05-22 16:47:52,669 - INFO - Test loss : 0.5607
196
+ 2024-05-22 16:47:52,670 - INFO - Saving output model to ../models/wrap_ffn/model_yfcc_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
197
+ 2024-05-22 16:47:52,675 - INFO - Saving output model to ../models/wrap_ffn/model_yfcc_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
198
+ 2024-05-22 16:47:52,688 - INFO -
199
+ No prior
200
+ 2024-05-22 16:47:52,694 - INFO - (17798,)
201
+ 2024-05-22 16:47:52,789 - INFO - Split ID: 0
202
+ 2024-05-22 16:47:52,789 - INFO - Top 1 acc (%): 50.15
203
+ 2024-05-22 16:47:52,789 - INFO - Top 3 acc (%): 73.9
204
+ 2024-05-22 16:47:52,789 - INFO - Top 5 acc (%): 82.45
205
+ 2024-05-22 16:47:52,789 - INFO - Top 10 acc (%): 91.06
206
+ 2024-05-22 16:48:04,623 - INFO - Split ID: 0
207
+ 2024-05-22 16:48:04,623 - INFO - Top 1 acc (%): 50.71
208
+ 2024-05-22 16:48:04,623 - INFO - Top 3 acc (%): 74.51
209
+ 2024-05-22 16:48:04,623 - INFO - Top 5 acc (%): 83.31
210
+ 2024-05-22 16:48:04,623 - INFO - Top 10 acc (%): 91.57
211
+ 2024-05-22 16:48:04,625 - INFO -
212
+ wrap_ffn
213
+ 2024-05-22 16:48:04,625 - INFO - Model : model_yfcc_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
214
+ 2024-05-22 16:48:04,640 - INFO - (4449,)
215
+ 2024-05-22 16:48:04,662 - INFO - Split ID: 0
216
+ 2024-05-22 16:48:04,664 - INFO - Top 1 LocEnc acc (%): 6.77
217
+ 2024-05-22 16:48:04,664 - INFO - Top 3 LocEnc acc (%): 16.12
218
+ 2024-05-22 16:48:04,664 - INFO - Top 5 LocEnc acc (%): 23.47
219
+ 2024-05-22 16:48:04,664 - INFO - Top 10 LocEnc acc (%): 35.69
220
+ 2024-05-30 16:50:19,298 - INFO -
221
+ num_classes 100
222
+ 2024-05-30 16:50:19,313 - INFO - num train 66739
223
+ 2024-05-30 16:50:19,313 - INFO - num val 4449
224
+ 2024-05-30 16:50:19,313 - INFO - train loss full_loss
225
+ 2024-05-30 16:50:19,313 - INFO - model name ../models/wrap_ffn/model_yfcc_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
226
+ 2024-05-30 16:50:19,313 - INFO - num users 1
227
+ 2024-05-30 16:50:19,521 - INFO -
228
+ Only wrap_ffn
229
+ 2024-05-30 16:50:19,521 - INFO - Model : model_yfcc_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
230
+ 2024-05-30 16:50:19,570 - INFO - Saving output model to ../models/wrap_ffn/model_yfcc_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
231
+ 2024-05-30 16:50:19,585 - INFO - Saving output model to ../models/wrap_ffn/model_yfcc_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
232
+ 2024-05-30 16:50:19,600 - INFO -
233
+ No prior
234
+ 2024-05-30 16:50:19,603 - INFO - (17798,)
235
+ 2024-05-30 16:50:20,000 - INFO - Save results to ../eval_results/eval_yfcc__test_no_prior.csv
236
+ 2024-05-30 16:50:20,000 - INFO - Split ID: 0
237
+ 2024-05-30 16:50:20,000 - INFO - Top 1 acc (%): 50.15
238
+ 2024-05-30 16:50:20,000 - INFO - Top 3 acc (%): 73.9
239
+ 2024-05-30 16:50:20,000 - INFO - Top 5 acc (%): 82.45
240
+ 2024-05-30 16:50:20,001 - INFO - Top 10 acc (%): 91.06
241
+ 2024-05-30 16:50:30,900 - INFO - Split ID: 0
242
+ 2024-05-30 16:50:30,900 - INFO - Top 1 hit (%): 50.71
243
+ 2024-05-30 16:50:30,900 - INFO - Top 3 hit (%): 74.51
244
+ 2024-05-30 16:50:30,900 - INFO - Top 5 hit (%): 83.31
245
+ 2024-05-30 16:50:30,900 - INFO - Top 10 hit (%): 91.57
246
+ 2024-05-30 16:50:30,904 - INFO -
247
+ Only wrap_ffn
248
+ 2024-05-30 16:50:30,905 - INFO - Model : model_yfcc_wrap_ffn_inception_v3_0.0020_64_0.0005000_1_512.pth.tar
249
+ 2024-05-30 16:50:30,931 - INFO - (4449,)
250
+ 2024-05-30 16:50:30,953 - INFO - Split ID: 0
251
+ 2024-05-30 16:50:30,955 - INFO - Top 1 LocEnc acc (%): 6.77
252
+ 2024-05-30 16:50:30,955 - INFO - Top 3 LocEnc acc (%): 16.12
253
+ 2024-05-30 16:50:30,955 - INFO - Top 5 LocEnc acc (%): 23.47
254
+ 2024-05-30 16:50:30,955 - INFO - Top 10 LocEnc acc (%): 35.69