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Upload data/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.log with huggingface_hub

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data/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.log ADDED
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1
+ 2024-05-30 03:04:07,203 - INFO -
2
+ num_classes 5089
3
+ 2024-05-30 03:04:07,204 - INFO - num train 569465
4
+ 2024-05-30 03:04:07,204 - INFO - num val 93622
5
+ 2024-05-30 03:04:07,204 - INFO - train loss full_loss
6
+ 2024-05-30 03:04:07,204 - INFO - model name ../models/sphere2vec_dfs/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
7
+ 2024-05-30 03:04:07,204 - INFO - num users 17302
8
+ 2024-05-30 03:04:08,081 - INFO -
9
+ Epoch 0
10
+ 2024-05-30 03:04:20,524 - INFO - [204800/569465] Loss : 1.3484
11
+ 2024-05-30 03:04:23,921 - INFO - [266240/569465] Loss : 1.2762
12
+ 2024-05-30 03:04:28,554 - INFO - Test loss : 0.3794
13
+ 2024-05-30 03:04:28,554 - INFO -
14
+ Epoch 1
15
+ 2024-05-30 03:04:40,460 - INFO - [204800/569465] Loss : 0.9036
16
+ 2024-05-30 03:04:43,843 - INFO - [266240/569465] Loss : 0.8888
17
+ 2024-05-30 03:04:48,440 - INFO - Test loss : 0.3669
18
+ 2024-05-30 03:04:48,440 - INFO -
19
+ Epoch 2
20
+ 2024-05-30 03:05:00,335 - INFO - [204800/569465] Loss : 0.7958
21
+ 2024-05-30 03:05:03,706 - INFO - [266240/569465] Loss : 0.7905
22
+ 2024-05-30 03:05:08,303 - INFO - Test loss : 0.3406
23
+ 2024-05-30 03:05:08,303 - INFO -
24
+ Epoch 3
25
+ 2024-05-30 03:05:20,262 - INFO - [204800/569465] Loss : 0.7473
26
+ 2024-05-30 03:05:23,663 - INFO - [266240/569465] Loss : 0.7463
27
+ 2024-05-30 03:05:28,309 - INFO - Test loss : 0.3388
28
+ 2024-05-30 03:05:28,309 - INFO -
29
+ Epoch 4
30
+ 2024-05-30 03:05:40,274 - INFO - [204800/569465] Loss : 0.7227
31
+ 2024-05-30 03:05:43,683 - INFO - [266240/569465] Loss : 0.7213
32
+ 2024-05-30 03:05:48,302 - INFO - Test loss : 0.3771
33
+ 2024-05-30 03:05:48,302 - INFO -
34
+ Epoch 5
35
+ 2024-05-30 03:06:00,218 - INFO - [204800/569465] Loss : 0.7015
36
+ 2024-05-30 03:06:03,507 - INFO - [266240/569465] Loss : 0.7008
37
+ 2024-05-30 03:06:08,208 - INFO - Test loss : 0.3803
38
+ 2024-05-30 03:06:08,208 - INFO -
39
+ Epoch 6
40
+ 2024-05-30 03:06:20,117 - INFO - [204800/569465] Loss : 0.6873
41
+ 2024-05-30 03:06:23,514 - INFO - [266240/569465] Loss : 0.6875
42
+ 2024-05-30 03:06:28,191 - INFO - Test loss : 0.3760
43
+ 2024-05-30 03:06:28,191 - INFO -
44
+ Epoch 7
45
+ 2024-05-30 03:06:40,172 - INFO - [204800/569465] Loss : 0.6751
46
+ 2024-05-30 03:06:43,564 - INFO - [266240/569465] Loss : 0.6752
47
+ 2024-05-30 03:06:48,181 - INFO - Test loss : 0.3822
48
+ 2024-05-30 03:06:48,181 - INFO -
49
+ Epoch 8
50
+ 2024-05-30 03:07:00,098 - INFO - [204800/569465] Loss : 0.6658
51
+ 2024-05-30 03:07:03,472 - INFO - [266240/569465] Loss : 0.6662
52
+ 2024-05-30 03:07:08,081 - INFO - Test loss : 0.4039
53
+ 2024-05-30 03:07:08,081 - INFO -
54
+ Epoch 9
55
+ 2024-05-30 03:07:19,972 - INFO - [204800/569465] Loss : 0.6588
56
+ 2024-05-30 03:07:23,369 - INFO - [266240/569465] Loss : 0.6583
57
+ 2024-05-30 03:07:27,981 - INFO - Test loss : 0.4049
58
+ 2024-05-30 03:07:27,981 - INFO -
59
+ Epoch 10
60
+ 2024-05-30 03:07:39,913 - INFO - [204800/569465] Loss : 0.6514
61
+ 2024-05-30 03:07:43,218 - INFO - [266240/569465] Loss : 0.6515
62
+ 2024-05-30 03:07:47,915 - INFO - Test loss : 0.4205
63
+ 2024-05-30 03:07:49,453 - INFO - (93622,)
64
+ 2024-05-30 03:09:21,213 - INFO - Split ID: 0
65
+ 2024-05-30 03:09:21,251 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 0.54
66
+ 2024-05-30 03:09:21,255 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 1.46
67
+ 2024-05-30 03:09:21,258 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 2.28
68
+ 2024-05-30 03:09:21,261 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 4.39
69
+ 2024-05-30 03:09:21,513 - INFO -
70
+ No prior
71
+ 2024-05-30 03:09:22,072 - INFO - (95986,)
72
+ 2024-05-30 03:09:45,957 - INFO - Split ID: 0
73
+ 2024-05-30 03:09:45,957 - INFO - Top 1 (Epoch 10)acc (%): 63.27
74
+ 2024-05-30 03:09:45,957 - INFO - Top 3 (Epoch 10)acc (%): 79.82
75
+ 2024-05-30 03:09:45,958 - INFO - Top 5 (Epoch 10)acc (%): 84.51
76
+ 2024-05-30 03:09:45,958 - INFO - Top 10 (Epoch 10)acc (%): 88.99
77
+ 2024-05-30 03:10:32,952 - INFO - Split ID: 0
78
+ 2024-05-30 03:10:32,953 - INFO - Top 1 (Epoch 10)acc (%): 69.1
79
+ 2024-05-30 03:10:32,953 - INFO - Top 3 (Epoch 10)acc (%): 84.35
80
+ 2024-05-30 03:10:32,953 - INFO - Top 5 (Epoch 10)acc (%): 88.17
81
+ 2024-05-30 03:10:32,953 - INFO - Top 10 (Epoch 10)acc (%): 91.77
82
+ 2024-05-30 03:10:32,955 - INFO -
83
+ Epoch 11
84
+ 2024-05-30 03:10:44,882 - INFO - [204800/569465] Loss : 0.6431
85
+ 2024-05-30 03:10:48,159 - INFO - [266240/569465] Loss : 0.6445
86
+ 2024-05-30 03:10:52,843 - INFO - Test loss : 0.4118
87
+ 2024-05-30 03:10:52,843 - INFO -
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+ Epoch 12
89
+ 2024-05-30 03:11:04,696 - INFO - [204800/569465] Loss : 0.6399
90
+ 2024-05-30 03:11:07,982 - INFO - [266240/569465] Loss : 0.6406
91
+ 2024-05-30 03:11:12,666 - INFO - Test loss : 0.4749
92
+ 2024-05-30 03:11:12,666 - INFO -
93
+ Epoch 13
94
+ 2024-05-30 03:11:24,539 - INFO - [204800/569465] Loss : 0.6356
95
+ 2024-05-30 03:11:27,827 - INFO - [266240/569465] Loss : 0.6364
96
+ 2024-05-30 03:11:32,535 - INFO - Test loss : 0.4554
97
+ 2024-05-30 03:11:32,535 - INFO -
98
+ Epoch 14
99
+ 2024-05-30 03:11:44,436 - INFO - [204800/569465] Loss : 0.6291
100
+ 2024-05-30 03:11:47,726 - INFO - [266240/569465] Loss : 0.6299
101
+ 2024-05-30 03:11:52,333 - INFO - Test loss : 0.4356
102
+ 2024-05-30 03:11:52,334 - INFO -
103
+ Epoch 15
104
+ 2024-05-30 03:12:04,244 - INFO - [204800/569465] Loss : 0.6257
105
+ 2024-05-30 03:12:07,630 - INFO - [266240/569465] Loss : 0.6271
106
+ 2024-05-30 03:12:12,221 - INFO - Test loss : 0.4574
107
+ 2024-05-30 03:12:12,221 - INFO -
108
+ Epoch 16
109
+ 2024-05-30 03:12:24,118 - INFO - [204800/569465] Loss : 0.6234
110
+ 2024-05-30 03:12:27,519 - INFO - [266240/569465] Loss : 0.6245
111
+ 2024-05-30 03:12:32,122 - INFO - Test loss : 0.4399
112
+ 2024-05-30 03:12:32,123 - INFO -
113
+ Epoch 17
114
+ 2024-05-30 03:12:44,016 - INFO - [204800/569465] Loss : 0.6189
115
+ 2024-05-30 03:12:47,388 - INFO - [266240/569465] Loss : 0.6200
116
+ 2024-05-30 03:12:51,969 - INFO - Test loss : 0.4524
117
+ 2024-05-30 03:12:51,970 - INFO -
118
+ Epoch 18
119
+ 2024-05-30 03:13:03,810 - INFO - [204800/569465] Loss : 0.6164
120
+ 2024-05-30 03:13:07,163 - INFO - [266240/569465] Loss : 0.6171
121
+ 2024-05-30 03:13:11,755 - INFO - Test loss : 0.4841
122
+ 2024-05-30 03:13:11,755 - INFO -
123
+ Epoch 19
124
+ 2024-05-30 03:13:23,648 - INFO - [204800/569465] Loss : 0.6124
125
+ 2024-05-30 03:13:27,028 - INFO - [266240/569465] Loss : 0.6136
126
+ 2024-05-30 03:13:31,684 - INFO - Test loss : 0.4904
127
+ 2024-05-30 03:13:31,684 - INFO -
128
+ Epoch 20
129
+ 2024-05-30 03:13:43,626 - INFO - [204800/569465] Loss : 0.6108
130
+ 2024-05-30 03:13:47,052 - INFO - [266240/569465] Loss : 0.6113
131
+ 2024-05-30 03:13:51,665 - INFO - Test loss : 0.4753
132
+ 2024-05-30 03:13:53,113 - INFO - (93622,)
133
+ 2024-05-30 03:14:39,596 - INFO - Split ID: 0
134
+ 2024-05-30 03:14:39,634 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 0.6
135
+ 2024-05-30 03:14:39,637 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 1.65
136
+ 2024-05-30 03:14:39,640 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 2.72
137
+ 2024-05-30 03:14:39,643 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 5.01
138
+ 2024-05-30 03:14:39,954 - INFO -
139
+ No prior
140
+ 2024-05-30 03:14:40,565 - INFO - (95986,)
141
+ 2024-05-30 03:14:58,847 - INFO - Split ID: 0
142
+ 2024-05-30 03:14:58,848 - INFO - Top 1 (Epoch 20)acc (%): 63.27
143
+ 2024-05-30 03:14:58,848 - INFO - Top 3 (Epoch 20)acc (%): 79.82
144
+ 2024-05-30 03:14:58,848 - INFO - Top 5 (Epoch 20)acc (%): 84.51
145
+ 2024-05-30 03:14:58,848 - INFO - Top 10 (Epoch 20)acc (%): 88.99
146
+ 2024-05-30 03:15:46,025 - INFO - Split ID: 0
147
+ 2024-05-30 03:15:46,025 - INFO - Top 1 (Epoch 20)acc (%): 69.28
148
+ 2024-05-30 03:15:46,025 - INFO - Top 3 (Epoch 20)acc (%): 84.41
149
+ 2024-05-30 03:15:46,025 - INFO - Top 5 (Epoch 20)acc (%): 88.14
150
+ 2024-05-30 03:15:46,026 - INFO - Top 10 (Epoch 20)acc (%): 91.74
151
+ 2024-05-30 03:15:46,055 - INFO -
152
+ Epoch 21
153
+ 2024-05-30 03:15:58,129 - INFO - [204800/569465] Loss : 0.6089
154
+ 2024-05-30 03:16:01,567 - INFO - [266240/569465] Loss : 0.6096
155
+ 2024-05-30 03:16:06,226 - INFO - Test loss : 0.4831
156
+ 2024-05-30 03:16:06,226 - INFO -
157
+ Epoch 22
158
+ 2024-05-30 03:16:18,261 - INFO - [204800/569465] Loss : 0.6050
159
+ 2024-05-30 03:16:21,604 - INFO - [266240/569465] Loss : 0.6059
160
+ 2024-05-30 03:16:26,337 - INFO - Test loss : 0.4797
161
+ 2024-05-30 03:16:26,337 - INFO -
162
+ Epoch 23
163
+ 2024-05-30 03:16:38,375 - INFO - [204800/569465] Loss : 0.6025
164
+ 2024-05-30 03:16:41,814 - INFO - [266240/569465] Loss : 0.6035
165
+ 2024-05-30 03:16:46,461 - INFO - Test loss : 0.4878
166
+ 2024-05-30 03:16:46,461 - INFO -
167
+ Epoch 24
168
+ 2024-05-30 03:16:58,471 - INFO - [204800/569465] Loss : 0.6017
169
+ 2024-05-30 03:17:01,892 - INFO - [266240/569465] Loss : 0.6029
170
+ 2024-05-30 03:17:06,536 - INFO - Test loss : 0.4900
171
+ 2024-05-30 03:17:06,536 - INFO -
172
+ Epoch 25
173
+ 2024-05-30 03:17:18,591 - INFO - [204800/569465] Loss : 0.5995
174
+ 2024-05-30 03:17:22,031 - INFO - [266240/569465] Loss : 0.6003
175
+ 2024-05-30 03:17:26,717 - INFO - Test loss : 0.5103
176
+ 2024-05-30 03:17:26,717 - INFO -
177
+ Epoch 26
178
+ 2024-05-30 03:17:38,781 - INFO - [204800/569465] Loss : 0.5964
179
+ 2024-05-30 03:17:42,195 - INFO - [266240/569465] Loss : 0.5976
180
+ 2024-05-30 03:17:46,871 - INFO - Test loss : 0.4852
181
+ 2024-05-30 03:17:46,872 - INFO -
182
+ Epoch 27
183
+ 2024-05-30 03:17:58,921 - INFO - [204800/569465] Loss : 0.5955
184
+ 2024-05-30 03:18:02,249 - INFO - [266240/569465] Loss : 0.5962
185
+ 2024-05-30 03:18:07,020 - INFO - Test loss : 0.5131
186
+ 2024-05-30 03:18:07,020 - INFO -
187
+ Epoch 28
188
+ 2024-05-30 03:18:19,035 - INFO - [204800/569465] Loss : 0.5930
189
+ 2024-05-30 03:18:22,375 - INFO - [266240/569465] Loss : 0.5940
190
+ 2024-05-30 03:18:27,133 - INFO - Test loss : 0.5258
191
+ 2024-05-30 03:18:27,133 - INFO -
192
+ Epoch 29
193
+ 2024-05-30 03:18:39,109 - INFO - [204800/569465] Loss : 0.5919
194
+ 2024-05-30 03:18:42,440 - INFO - [266240/569465] Loss : 0.5931
195
+ 2024-05-30 03:18:47,203 - INFO - Test loss : 0.5220
196
+ 2024-05-30 03:18:47,203 - INFO -
197
+ Epoch 30
198
+ 2024-05-30 03:18:59,214 - INFO - [204800/569465] Loss : 0.5917
199
+ 2024-05-30 03:19:02,548 - INFO - [266240/569465] Loss : 0.5925
200
+ 2024-05-30 03:19:07,326 - INFO - Test loss : 0.5315
201
+ 2024-05-30 03:19:08,861 - INFO - (93622,)
202
+ 2024-05-30 03:19:55,569 - INFO - Split ID: 0
203
+ 2024-05-30 03:19:55,608 - INFO - Top 1 LocEnc (Epoch 30)acc (%): 0.69
204
+ 2024-05-30 03:19:55,611 - INFO - Top 3 LocEnc (Epoch 30)acc (%): 1.88
205
+ 2024-05-30 03:19:55,614 - INFO - Top 5 LocEnc (Epoch 30)acc (%): 2.95
206
+ 2024-05-30 03:19:55,617 - INFO - Top 10 LocEnc (Epoch 30)acc (%): 5.17
207
+ 2024-05-30 03:19:55,893 - INFO -
208
+ No prior
209
+ 2024-05-30 03:19:56,509 - INFO - (95986,)
210
+ 2024-05-30 03:20:14,784 - INFO - Split ID: 0
211
+ 2024-05-30 03:20:14,784 - INFO - Top 1 (Epoch 30)acc (%): 63.27
212
+ 2024-05-30 03:20:14,784 - INFO - Top 3 (Epoch 30)acc (%): 79.82
213
+ 2024-05-30 03:20:14,785 - INFO - Top 5 (Epoch 30)acc (%): 84.51
214
+ 2024-05-30 03:20:14,785 - INFO - Top 10 (Epoch 30)acc (%): 88.99
215
+ 2024-05-30 03:21:02,054 - INFO - Split ID: 0
216
+ 2024-05-30 03:21:02,054 - INFO - Top 1 (Epoch 30)acc (%): 69.42
217
+ 2024-05-30 03:21:02,054 - INFO - Top 3 (Epoch 30)acc (%): 84.44
218
+ 2024-05-30 03:21:02,054 - INFO - Top 5 (Epoch 30)acc (%): 88.14
219
+ 2024-05-30 03:21:02,054 - INFO - Top 10 (Epoch 30)acc (%): 91.72
220
+ 2024-05-30 03:21:02,056 - INFO -
221
+ Epoch 31
222
+ 2024-05-30 03:21:14,141 - INFO - [204800/569465] Loss : 0.5892
223
+ 2024-05-30 03:21:17,460 - INFO - [266240/569465] Loss : 0.5901
224
+ 2024-05-30 03:21:22,123 - INFO - Test loss : 0.5264
225
+ 2024-05-30 03:21:22,123 - INFO -
226
+ Epoch 32
227
+ 2024-05-30 03:21:34,137 - INFO - [204800/569465] Loss : 0.5884
228
+ 2024-05-30 03:21:37,539 - INFO - [266240/569465] Loss : 0.5892
229
+ 2024-05-30 03:21:42,257 - INFO - Test loss : 0.5232
230
+ 2024-05-30 03:21:42,257 - INFO -
231
+ Epoch 33
232
+ 2024-05-30 03:21:54,344 - INFO - [204800/569465] Loss : 0.5865
233
+ 2024-05-30 03:21:57,759 - INFO - [266240/569465] Loss : 0.5876
234
+ 2024-05-30 03:22:02,402 - INFO - Test loss : 0.5449
235
+ 2024-05-30 03:22:02,402 - INFO -
236
+ Epoch 34
237
+ 2024-05-30 03:22:14,451 - INFO - [204800/569465] Loss : 0.5844
238
+ 2024-05-30 03:22:17,869 - INFO - [266240/569465] Loss : 0.5854
239
+ 2024-05-30 03:22:22,519 - INFO - Test loss : 0.5275
240
+ 2024-05-30 03:22:22,519 - INFO -
241
+ Epoch 35
242
+ 2024-05-30 03:22:34,566 - INFO - [204800/569465] Loss : 0.5844
243
+ 2024-05-30 03:22:38,008 - INFO - [266240/569465] Loss : 0.5853
244
+ 2024-05-30 03:22:42,709 - INFO - Test loss : 0.5274
245
+ 2024-05-30 03:22:42,709 - INFO -
246
+ Epoch 36
247
+ 2024-05-30 03:22:54,635 - INFO - [204800/569465] Loss : 0.5818
248
+ 2024-05-30 03:22:57,995 - INFO - [266240/569465] Loss : 0.5832
249
+ 2024-05-30 03:23:02,577 - INFO - Test loss : 0.5451
250
+ 2024-05-30 03:23:02,577 - INFO -
251
+ Epoch 37
252
+ 2024-05-30 03:23:14,430 - INFO - [204800/569465] Loss : 0.5813
253
+ 2024-05-30 03:23:17,805 - INFO - [266240/569465] Loss : 0.5824
254
+ 2024-05-30 03:23:22,396 - INFO - Test loss : 0.5331
255
+ 2024-05-30 03:23:22,396 - INFO -
256
+ Epoch 38
257
+ 2024-05-30 03:23:34,251 - INFO - [204800/569465] Loss : 0.5801
258
+ 2024-05-30 03:23:37,634 - INFO - [266240/569465] Loss : 0.5814
259
+ 2024-05-30 03:23:42,275 - INFO - Test loss : 0.5505
260
+ 2024-05-30 03:23:42,275 - INFO -
261
+ Epoch 39
262
+ 2024-05-30 03:23:54,267 - INFO - [204800/569465] Loss : 0.5804
263
+ 2024-05-30 03:23:57,627 - INFO - [266240/569465] Loss : 0.5812
264
+ 2024-05-30 03:24:02,371 - INFO - Test loss : 0.5384
265
+ 2024-05-30 03:24:02,371 - INFO -
266
+ Epoch 40
267
+ 2024-05-30 03:24:14,440 - INFO - [204800/569465] Loss : 0.5769
268
+ 2024-05-30 03:24:17,886 - INFO - [266240/569465] Loss : 0.5780
269
+ 2024-05-30 03:24:22,542 - INFO - Test loss : 0.5419
270
+ 2024-05-30 03:24:24,091 - INFO - (93622,)
271
+ 2024-05-30 03:25:10,910 - INFO - Split ID: 0
272
+ 2024-05-30 03:25:10,947 - INFO - Top 1 LocEnc (Epoch 40)acc (%): 0.68
273
+ 2024-05-30 03:25:10,950 - INFO - Top 3 LocEnc (Epoch 40)acc (%): 2.02
274
+ 2024-05-30 03:25:10,954 - INFO - Top 5 LocEnc (Epoch 40)acc (%): 3.1
275
+ 2024-05-30 03:25:10,957 - INFO - Top 10 LocEnc (Epoch 40)acc (%): 5.74
276
+ 2024-05-30 03:25:11,257 - INFO -
277
+ No prior
278
+ 2024-05-30 03:25:11,908 - INFO - (95986,)
279
+ 2024-05-30 03:25:30,288 - INFO - Split ID: 0
280
+ 2024-05-30 03:25:30,288 - INFO - Top 1 (Epoch 40)acc (%): 63.27
281
+ 2024-05-30 03:25:30,288 - INFO - Top 3 (Epoch 40)acc (%): 79.82
282
+ 2024-05-30 03:25:30,288 - INFO - Top 5 (Epoch 40)acc (%): 84.51
283
+ 2024-05-30 03:25:30,289 - INFO - Top 10 (Epoch 40)acc (%): 88.99
284
+ 2024-05-30 03:26:17,622 - INFO - Split ID: 0
285
+ 2024-05-30 03:26:17,622 - INFO - Top 1 (Epoch 40)acc (%): 69.39
286
+ 2024-05-30 03:26:17,623 - INFO - Top 3 (Epoch 40)acc (%): 84.39
287
+ 2024-05-30 03:26:17,623 - INFO - Top 5 (Epoch 40)acc (%): 88.1
288
+ 2024-05-30 03:26:17,623 - INFO - Top 10 (Epoch 40)acc (%): 91.71
289
+ 2024-05-30 03:26:17,625 - INFO -
290
+ Epoch 41
291
+ 2024-05-30 03:26:29,654 - INFO - [204800/569465] Loss : 0.5770
292
+ 2024-05-30 03:26:33,061 - INFO - [266240/569465] Loss : 0.5778
293
+ 2024-05-30 03:26:37,713 - INFO - Test loss : 0.5384
294
+ 2024-05-30 03:26:37,713 - INFO -
295
+ Epoch 42
296
+ 2024-05-30 03:26:49,744 - INFO - [204800/569465] Loss : 0.5761
297
+ 2024-05-30 03:26:53,141 - INFO - [266240/569465] Loss : 0.5772
298
+ 2024-05-30 03:26:57,789 - INFO - Test loss : 0.5576
299
+ 2024-05-30 03:26:57,789 - INFO -
300
+ Epoch 43
301
+ 2024-05-30 03:27:09,856 - INFO - [204800/569465] Loss : 0.5747
302
+ 2024-05-30 03:27:13,310 - INFO - [266240/569465] Loss : 0.5756
303
+ 2024-05-30 03:27:18,017 - INFO - Test loss : 0.5578
304
+ 2024-05-30 03:27:18,017 - INFO -
305
+ Epoch 44
306
+ 2024-05-30 03:27:30,046 - INFO - [204800/569465] Loss : 0.5744
307
+ 2024-05-30 03:27:33,377 - INFO - [266240/569465] Loss : 0.5753
308
+ 2024-05-30 03:27:38,125 - INFO - Test loss : 0.5577
309
+ 2024-05-30 03:27:38,125 - INFO -
310
+ Epoch 45
311
+ 2024-05-30 03:27:50,164 - INFO - [204800/569465] Loss : 0.5725
312
+ 2024-05-30 03:27:53,524 - INFO - [266240/569465] Loss : 0.5732
313
+ 2024-05-30 03:27:58,289 - INFO - Test loss : 0.5657
314
+ 2024-05-30 03:27:58,289 - INFO -
315
+ Epoch 46
316
+ 2024-05-30 03:28:10,417 - INFO - [204800/569465] Loss : 0.5715
317
+ 2024-05-30 03:28:13,733 - INFO - [266240/569465] Loss : 0.5731
318
+ 2024-05-30 03:28:18,454 - INFO - Test loss : 0.5604
319
+ 2024-05-30 03:28:18,454 - INFO -
320
+ Epoch 47
321
+ 2024-05-30 03:28:30,528 - INFO - [204800/569465] Loss : 0.5723
322
+ 2024-05-30 03:28:33,863 - INFO - [266240/569465] Loss : 0.5734
323
+ 2024-05-30 03:28:38,615 - INFO - Test loss : 0.5630
324
+ 2024-05-30 03:28:38,616 - INFO -
325
+ Epoch 48
326
+ 2024-05-30 03:28:50,704 - INFO - [204800/569465] Loss : 0.5717
327
+ 2024-05-30 03:28:54,071 - INFO - [266240/569465] Loss : 0.5726
328
+ 2024-05-30 03:28:58,791 - INFO - Test loss : 0.5578
329
+ 2024-05-30 03:28:58,791 - INFO -
330
+ Epoch 49
331
+ 2024-05-30 03:29:10,866 - INFO - [204800/569465] Loss : 0.5687
332
+ 2024-05-30 03:29:14,279 - INFO - [266240/569465] Loss : 0.5700
333
+ 2024-05-30 03:29:18,948 - INFO - Test loss : 0.5684
334
+ 2024-05-30 03:29:18,948 - INFO -
335
+ Epoch 50
336
+ 2024-05-30 03:29:31,071 - INFO - [204800/569465] Loss : 0.5694
337
+ 2024-05-30 03:29:34,504 - INFO - [266240/569465] Loss : 0.5701
338
+ 2024-05-30 03:29:39,175 - INFO - Test loss : 0.5867
339
+ 2024-05-30 03:29:40,685 - INFO - (93622,)
340
+ 2024-05-30 03:30:27,652 - INFO - Split ID: 0
341
+ 2024-05-30 03:30:27,691 - INFO - Top 1 LocEnc (Epoch 50)acc (%): 0.84
342
+ 2024-05-30 03:30:27,694 - INFO - Top 3 LocEnc (Epoch 50)acc (%): 2.04
343
+ 2024-05-30 03:30:27,697 - INFO - Top 5 LocEnc (Epoch 50)acc (%): 3.1
344
+ 2024-05-30 03:30:27,701 - INFO - Top 10 LocEnc (Epoch 50)acc (%): 5.43
345
+ 2024-05-30 03:30:28,031 - INFO -
346
+ No prior
347
+ 2024-05-30 03:30:28,680 - INFO - (95986,)
348
+ 2024-05-30 03:30:47,145 - INFO - Split ID: 0
349
+ 2024-05-30 03:30:47,145 - INFO - Top 1 (Epoch 50)acc (%): 63.27
350
+ 2024-05-30 03:30:47,145 - INFO - Top 3 (Epoch 50)acc (%): 79.82
351
+ 2024-05-30 03:30:47,145 - INFO - Top 5 (Epoch 50)acc (%): 84.51
352
+ 2024-05-30 03:30:47,146 - INFO - Top 10 (Epoch 50)acc (%): 88.99
353
+ 2024-05-30 03:31:34,827 - INFO - Split ID: 0
354
+ 2024-05-30 03:31:34,827 - INFO - Top 1 (Epoch 50)acc (%): 69.39
355
+ 2024-05-30 03:31:34,828 - INFO - Top 3 (Epoch 50)acc (%): 84.32
356
+ 2024-05-30 03:31:34,828 - INFO - Top 5 (Epoch 50)acc (%): 88.03
357
+ 2024-05-30 03:31:34,828 - INFO - Top 10 (Epoch 50)acc (%): 91.64
358
+ 2024-05-30 03:31:34,832 - INFO -
359
+ Epoch 51
360
+ 2024-05-30 03:31:46,890 - INFO - [204800/569465] Loss : 0.5675
361
+ 2024-05-30 03:31:50,332 - INFO - [266240/569465] Loss : 0.5687
362
+ 2024-05-30 03:31:54,998 - INFO - Test loss : 0.5831
363
+ 2024-05-30 03:31:54,998 - INFO -
364
+ Epoch 52
365
+ 2024-05-30 03:32:06,841 - INFO - [204800/569465] Loss : 0.5674
366
+ 2024-05-30 03:32:10,208 - INFO - [266240/569465] Loss : 0.5683
367
+ 2024-05-30 03:32:14,813 - INFO - Test loss : 0.5843
368
+ 2024-05-30 03:32:14,813 - INFO -
369
+ Epoch 53
370
+ 2024-05-30 03:32:26,666 - INFO - [204800/569465] Loss : 0.5659
371
+ 2024-05-30 03:32:30,040 - INFO - [266240/569465] Loss : 0.5671
372
+ 2024-05-30 03:32:34,646 - INFO - Test loss : 0.5723
373
+ 2024-05-30 03:32:34,646 - INFO -
374
+ Epoch 54
375
+ 2024-05-30 03:32:46,583 - INFO - [204800/569465] Loss : 0.5654
376
+ 2024-05-30 03:32:50,052 - INFO - [266240/569465] Loss : 0.5659
377
+ 2024-05-30 03:32:54,707 - INFO - Test loss : 0.6118
378
+ 2024-05-30 03:32:54,707 - INFO -
379
+ Epoch 55
380
+ 2024-05-30 03:33:06,747 - INFO - [204800/569465] Loss : 0.5652
381
+ 2024-05-30 03:33:10,159 - INFO - [266240/569465] Loss : 0.5665
382
+ 2024-05-30 03:33:14,787 - INFO - Test loss : 0.5918
383
+ 2024-05-30 03:33:14,787 - INFO -
384
+ Epoch 56
385
+ 2024-05-30 03:33:26,842 - INFO - [204800/569465] Loss : 0.5639
386
+ 2024-05-30 03:33:30,140 - INFO - [266240/569465] Loss : 0.5648
387
+ 2024-05-30 03:33:34,860 - INFO - Test loss : 0.5806
388
+ 2024-05-30 03:33:34,860 - INFO -
389
+ Epoch 57
390
+ 2024-05-30 03:33:46,879 - INFO - [204800/569465] Loss : 0.5636
391
+ 2024-05-30 03:33:50,304 - INFO - [266240/569465] Loss : 0.5642
392
+ 2024-05-30 03:33:54,997 - INFO - Test loss : 0.6256
393
+ 2024-05-30 03:33:54,997 - INFO -
394
+ Epoch 58
395
+ 2024-05-30 03:34:07,024 - INFO - [204800/569465] Loss : 0.5639
396
+ 2024-05-30 03:34:10,453 - INFO - [266240/569465] Loss : 0.5647
397
+ 2024-05-30 03:34:15,119 - INFO - Test loss : 0.5970
398
+ 2024-05-30 03:34:15,119 - INFO -
399
+ Epoch 59
400
+ 2024-05-30 03:34:27,115 - INFO - [204800/569465] Loss : 0.5625
401
+ 2024-05-30 03:34:30,523 - INFO - [266240/569465] Loss : 0.5631
402
+ 2024-05-30 03:34:35,165 - INFO - Test loss : 0.5827
403
+ 2024-05-30 03:34:35,165 - INFO -
404
+ Epoch 60
405
+ 2024-05-30 03:34:47,146 - INFO - [204800/569465] Loss : 0.5616
406
+ 2024-05-30 03:34:50,586 - INFO - [266240/569465] Loss : 0.5632
407
+ 2024-05-30 03:34:55,242 - INFO - Test loss : 0.6067
408
+ 2024-05-30 03:34:56,713 - INFO - (93622,)
409
+ 2024-05-30 03:35:43,272 - INFO - Split ID: 0
410
+ 2024-05-30 03:35:43,310 - INFO - Top 1 LocEnc (Epoch 60)acc (%): 0.81
411
+ 2024-05-30 03:35:43,313 - INFO - Top 3 LocEnc (Epoch 60)acc (%): 2.12
412
+ 2024-05-30 03:35:43,316 - INFO - Top 5 LocEnc (Epoch 60)acc (%): 3.23
413
+ 2024-05-30 03:35:43,319 - INFO - Top 10 LocEnc (Epoch 60)acc (%): 5.75
414
+ 2024-05-30 03:35:43,606 - INFO -
415
+ No prior
416
+ 2024-05-30 03:35:44,230 - INFO - (95986,)
417
+ 2024-05-30 03:36:02,671 - INFO - Split ID: 0
418
+ 2024-05-30 03:36:02,672 - INFO - Top 1 (Epoch 60)acc (%): 63.27
419
+ 2024-05-30 03:36:02,672 - INFO - Top 3 (Epoch 60)acc (%): 79.82
420
+ 2024-05-30 03:36:02,672 - INFO - Top 5 (Epoch 60)acc (%): 84.51
421
+ 2024-05-30 03:36:02,672 - INFO - Top 10 (Epoch 60)acc (%): 88.99
422
+ 2024-05-30 03:36:50,429 - INFO - Split ID: 0
423
+ 2024-05-30 03:36:50,430 - INFO - Top 1 (Epoch 60)acc (%): 69.36
424
+ 2024-05-30 03:36:50,430 - INFO - Top 3 (Epoch 60)acc (%): 84.26
425
+ 2024-05-30 03:36:50,430 - INFO - Top 5 (Epoch 60)acc (%): 88.01
426
+ 2024-05-30 03:36:50,430 - INFO - Top 10 (Epoch 60)acc (%): 91.58
427
+ 2024-05-30 03:36:50,432 - INFO -
428
+ Epoch 61
429
+ 2024-05-30 03:37:02,504 - INFO - [204800/569465] Loss : 0.5614
430
+ 2024-05-30 03:37:05,853 - INFO - [266240/569465] Loss : 0.5621
431
+ 2024-05-30 03:37:10,619 - INFO - Test loss : 0.5864
432
+ 2024-05-30 03:37:10,619 - INFO -
433
+ Epoch 62
434
+ 2024-05-30 03:37:22,720 - INFO - [204800/569465] Loss : 0.5615
435
+ 2024-05-30 03:37:26,058 - INFO - [266240/569465] Loss : 0.5619
436
+ 2024-05-30 03:37:30,809 - INFO - Test loss : 0.5677
437
+ 2024-05-30 03:37:30,809 - INFO -
438
+ Epoch 63
439
+ 2024-05-30 03:37:42,810 - INFO - [204800/569465] Loss : 0.5602
440
+ 2024-05-30 03:37:46,149 - INFO - [266240/569465] Loss : 0.5610
441
+ 2024-05-30 03:37:50,878 - INFO - Test loss : 0.5999
442
+ 2024-05-30 03:37:50,878 - INFO -
443
+ Epoch 64
444
+ 2024-05-30 03:38:02,917 - INFO - [204800/569465] Loss : 0.5601
445
+ 2024-05-30 03:38:06,252 - INFO - [266240/569465] Loss : 0.5605
446
+ 2024-05-30 03:38:11,008 - INFO - Test loss : 0.5882
447
+ 2024-05-30 03:38:11,009 - INFO -
448
+ Epoch 65
449
+ 2024-05-30 03:38:23,068 - INFO - [204800/569465] Loss : 0.5585
450
+ 2024-05-30 03:38:26,388 - INFO - [266240/569465] Loss : 0.5597
451
+ 2024-05-30 03:38:31,055 - INFO - Test loss : 0.5870
452
+ 2024-05-30 03:38:31,055 - INFO -
453
+ Epoch 66
454
+ 2024-05-30 03:38:43,105 - INFO - [204800/569465] Loss : 0.5585
455
+ 2024-05-30 03:38:46,510 - INFO - [266240/569465] Loss : 0.5595
456
+ 2024-05-30 03:38:51,177 - INFO - Test loss : 0.6165
457
+ 2024-05-30 03:38:51,178 - INFO -
458
+ Epoch 67
459
+ 2024-05-30 03:39:03,184 - INFO - [204800/569465] Loss : 0.5579
460
+ 2024-05-30 03:39:06,614 - INFO - [266240/569465] Loss : 0.5584
461
+ 2024-05-30 03:39:11,282 - INFO - Test loss : 0.5984
462
+ 2024-05-30 03:39:11,282 - INFO -
463
+ Epoch 68
464
+ 2024-05-30 03:39:23,326 - INFO - [204800/569465] Loss : 0.5567
465
+ 2024-05-30 03:39:26,776 - INFO - [266240/569465] Loss : 0.5577
466
+ 2024-05-30 03:39:31,448 - INFO - Test loss : 0.6003
467
+ 2024-05-30 03:39:31,449 - INFO -
468
+ Epoch 69
469
+ 2024-05-30 03:39:43,535 - INFO - [204800/569465] Loss : 0.5562
470
+ 2024-05-30 03:39:46,947 - INFO - [266240/569465] Loss : 0.5573
471
+ 2024-05-30 03:39:51,572 - INFO - Test loss : 0.5928
472
+ 2024-05-30 03:39:51,572 - INFO -
473
+ Epoch 70
474
+ 2024-05-30 03:40:03,573 - INFO - [204800/569465] Loss : 0.5561
475
+ 2024-05-30 03:40:06,990 - INFO - [266240/569465] Loss : 0.5571
476
+ 2024-05-30 03:40:11,667 - INFO - Test loss : 0.6037
477
+ 2024-05-30 03:40:13,160 - INFO - (93622,)
478
+ 2024-05-30 03:40:59,820 - INFO - Split ID: 0
479
+ 2024-05-30 03:40:59,857 - INFO - Top 1 LocEnc (Epoch 70)acc (%): 0.81
480
+ 2024-05-30 03:40:59,860 - INFO - Top 3 LocEnc (Epoch 70)acc (%): 2.1
481
+ 2024-05-30 03:40:59,864 - INFO - Top 5 LocEnc (Epoch 70)acc (%): 3.24
482
+ 2024-05-30 03:40:59,867 - INFO - Top 10 LocEnc (Epoch 70)acc (%): 5.91
483
+ 2024-05-30 03:41:00,119 - INFO -
484
+ No prior
485
+ 2024-05-30 03:41:00,679 - INFO - (95986,)
486
+ 2024-05-30 03:41:18,887 - INFO - Split ID: 0
487
+ 2024-05-30 03:41:18,887 - INFO - Top 1 (Epoch 70)acc (%): 63.27
488
+ 2024-05-30 03:41:18,887 - INFO - Top 3 (Epoch 70)acc (%): 79.82
489
+ 2024-05-30 03:41:18,887 - INFO - Top 5 (Epoch 70)acc (%): 84.51
490
+ 2024-05-30 03:41:18,888 - INFO - Top 10 (Epoch 70)acc (%): 88.99
491
+ 2024-05-30 03:42:06,068 - INFO - Split ID: 0
492
+ 2024-05-30 03:42:06,068 - INFO - Top 1 (Epoch 70)acc (%): 69.44
493
+ 2024-05-30 03:42:06,070 - INFO - Top 3 (Epoch 70)acc (%): 84.26
494
+ 2024-05-30 03:42:06,070 - INFO - Top 5 (Epoch 70)acc (%): 88.01
495
+ 2024-05-30 03:42:06,070 - INFO - Top 10 (Epoch 70)acc (%): 91.57
496
+ 2024-05-30 03:42:06,072 - INFO -
497
+ Epoch 71
498
+ 2024-05-30 03:42:18,131 - INFO - [204800/569465] Loss : 0.5552
499
+ 2024-05-30 03:42:21,538 - INFO - [266240/569465] Loss : 0.5556
500
+ 2024-05-30 03:42:26,179 - INFO - Test loss : 0.6427
501
+ 2024-05-30 03:42:26,179 - INFO -
502
+ Epoch 72
503
+ 2024-05-30 03:42:38,249 - INFO - [204800/569465] Loss : 0.5548
504
+ 2024-05-30 03:42:41,662 - INFO - [266240/569465] Loss : 0.5559
505
+ 2024-05-30 03:42:46,333 - INFO - Test loss : 0.6191
506
+ 2024-05-30 03:42:46,333 - INFO -
507
+ Epoch 73
508
+ 2024-05-30 03:42:58,382 - INFO - [204800/569465] Loss : 0.5555
509
+ 2024-05-30 03:43:01,695 - INFO - [266240/569465] Loss : 0.5557
510
+ 2024-05-30 03:43:06,421 - INFO - Test loss : 0.6216
511
+ 2024-05-30 03:43:06,421 - INFO -
512
+ Epoch 74
513
+ 2024-05-30 03:43:18,448 - INFO - [204800/569465] Loss : 0.5543
514
+ 2024-05-30 03:43:21,891 - INFO - [266240/569465] Loss : 0.5550
515
+ 2024-05-30 03:43:26,549 - INFO - Test loss : 0.6086
516
+ 2024-05-30 03:43:26,549 - INFO -
517
+ Epoch 75
518
+ 2024-05-30 03:43:38,582 - INFO - [204800/569465] Loss : 0.5539
519
+ 2024-05-30 03:43:41,989 - INFO - [266240/569465] Loss : 0.5544
520
+ 2024-05-30 03:43:46,675 - INFO - Test loss : 0.6310
521
+ 2024-05-30 03:43:46,676 - INFO -
522
+ Epoch 76
523
+ 2024-05-30 03:43:58,758 - INFO - [204800/569465] Loss : 0.5526
524
+ 2024-05-30 03:44:02,228 - INFO - [266240/569465] Loss : 0.5535
525
+ 2024-05-30 03:44:06,909 - INFO - Test loss : 0.6213
526
+ 2024-05-30 03:44:06,910 - INFO -
527
+ Epoch 77
528
+ 2024-05-30 03:44:18,965 - INFO - [204800/569465] Loss : 0.5523
529
+ 2024-05-30 03:44:22,397 - INFO - [266240/569465] Loss : 0.5529
530
+ 2024-05-30 03:44:27,064 - INFO - Test loss : 0.6223
531
+ 2024-05-30 03:44:27,064 - INFO -
532
+ Epoch 78
533
+ 2024-05-30 03:44:39,169 - INFO - [204800/569465] Loss : 0.5523
534
+ 2024-05-30 03:44:42,507 - INFO - [266240/569465] Loss : 0.5533
535
+ 2024-05-30 03:44:47,275 - INFO - Test loss : 0.6292
536
+ 2024-05-30 03:44:47,275 - INFO -
537
+ Epoch 79
538
+ 2024-05-30 03:44:59,373 - INFO - [204800/569465] Loss : 0.5508
539
+ 2024-05-30 03:45:02,709 - INFO - [266240/569465] Loss : 0.5515
540
+ 2024-05-30 03:45:07,487 - INFO - Test loss : 0.6273
541
+ 2024-05-30 03:45:07,488 - INFO -
542
+ Epoch 80
543
+ 2024-05-30 03:45:19,525 - INFO - [204800/569465] Loss : 0.5504
544
+ 2024-05-30 03:45:22,906 - INFO - [266240/569465] Loss : 0.5514
545
+ 2024-05-30 03:45:27,655 - INFO - Test loss : 0.6076
546
+ 2024-05-30 03:45:29,187 - INFO - (93622,)
547
+ 2024-05-30 03:46:16,019 - INFO - Split ID: 0
548
+ 2024-05-30 03:46:16,057 - INFO - Top 1 LocEnc (Epoch 80)acc (%): 0.76
549
+ 2024-05-30 03:46:16,060 - INFO - Top 3 LocEnc (Epoch 80)acc (%): 2.15
550
+ 2024-05-30 03:46:16,063 - INFO - Top 5 LocEnc (Epoch 80)acc (%): 3.33
551
+ 2024-05-30 03:46:16,066 - INFO - Top 10 LocEnc (Epoch 80)acc (%): 5.96
552
+ 2024-05-30 03:46:16,332 - INFO -
553
+ No prior
554
+ 2024-05-30 03:46:16,986 - INFO - (95986,)
555
+ 2024-05-30 03:46:35,407 - INFO - Split ID: 0
556
+ 2024-05-30 03:46:35,408 - INFO - Top 1 (Epoch 80)acc (%): 63.27
557
+ 2024-05-30 03:46:35,408 - INFO - Top 3 (Epoch 80)acc (%): 79.82
558
+ 2024-05-30 03:46:35,408 - INFO - Top 5 (Epoch 80)acc (%): 84.51
559
+ 2024-05-30 03:46:35,408 - INFO - Top 10 (Epoch 80)acc (%): 88.99
560
+ 2024-05-30 03:47:22,736 - INFO - Split ID: 0
561
+ 2024-05-30 03:47:22,737 - INFO - Top 1 (Epoch 80)acc (%): 69.43
562
+ 2024-05-30 03:47:22,738 - INFO - Top 3 (Epoch 80)acc (%): 84.24
563
+ 2024-05-30 03:47:22,738 - INFO - Top 5 (Epoch 80)acc (%): 87.97
564
+ 2024-05-30 03:47:22,739 - INFO - Top 10 (Epoch 80)acc (%): 91.54
565
+ 2024-05-30 03:47:22,740 - INFO -
566
+ Epoch 81
567
+ 2024-05-30 03:47:34,796 - INFO - [204800/569465] Loss : 0.5516
568
+ 2024-05-30 03:47:38,140 - INFO - [266240/569465] Loss : 0.5518
569
+ 2024-05-30 03:47:42,891 - INFO - Test loss : 0.6140
570
+ 2024-05-30 03:47:42,891 - INFO -
571
+ Epoch 82
572
+ 2024-05-30 03:47:54,960 - INFO - [204800/569465] Loss : 0.5507
573
+ 2024-05-30 03:47:58,323 - INFO - [266240/569465] Loss : 0.5517
574
+ 2024-05-30 03:48:03,003 - INFO - Test loss : 0.6237
575
+ 2024-05-30 03:48:03,003 - INFO -
576
+ Epoch 83
577
+ 2024-05-30 03:48:15,089 - INFO - [204800/569465] Loss : 0.5495
578
+ 2024-05-30 03:48:18,521 - INFO - [266240/569465] Loss : 0.5505
579
+ 2024-05-30 03:48:23,176 - INFO - Test loss : 0.6413
580
+ 2024-05-30 03:48:23,176 - INFO -
581
+ Epoch 84
582
+ 2024-05-30 03:48:35,268 - INFO - [204800/569465] Loss : 0.5499
583
+ 2024-05-30 03:48:38,697 - INFO - [266240/569465] Loss : 0.5506
584
+ 2024-05-30 03:48:43,340 - INFO - Test loss : 0.6292
585
+ 2024-05-30 03:48:43,340 - INFO -
586
+ Epoch 85
587
+ 2024-05-30 03:48:55,371 - INFO - [204800/569465] Loss : 0.5490
588
+ 2024-05-30 03:48:58,786 - INFO - [266240/569465] Loss : 0.5499
589
+ 2024-05-30 03:49:03,480 - INFO - Test loss : 0.6374
590
+ 2024-05-30 03:49:03,480 - INFO -
591
+ Epoch 86
592
+ 2024-05-30 03:49:15,510 - INFO - [204800/569465] Loss : 0.5483
593
+ 2024-05-30 03:49:18,905 - INFO - [266240/569465] Loss : 0.5489
594
+ 2024-05-30 03:49:23,536 - INFO - Test loss : 0.6251
595
+ 2024-05-30 03:49:23,536 - INFO -
596
+ Epoch 87
597
+ 2024-05-30 03:49:35,614 - INFO - [204800/569465] Loss : 0.5478
598
+ 2024-05-30 03:49:39,058 - INFO - [266240/569465] Loss : 0.5487
599
+ 2024-05-30 03:49:43,722 - INFO - Test loss : 0.6404
600
+ 2024-05-30 03:49:43,722 - INFO -
601
+ Epoch 88
602
+ 2024-05-30 03:49:55,808 - INFO - [204800/569465] Loss : 0.5474
603
+ 2024-05-30 03:49:59,250 - INFO - [266240/569465] Loss : 0.5487
604
+ 2024-05-30 03:50:03,910 - INFO - Test loss : 0.6217
605
+ 2024-05-30 03:50:03,910 - INFO -
606
+ Epoch 89
607
+ 2024-05-30 03:50:15,756 - INFO - [204800/569465] Loss : 0.5480
608
+ 2024-05-30 03:50:19,134 - INFO - [266240/569465] Loss : 0.5484
609
+ 2024-05-30 03:50:23,728 - INFO - Test loss : 0.6532
610
+ 2024-05-30 03:50:23,729 - INFO -
611
+ Epoch 90
612
+ 2024-05-30 03:50:35,597 - INFO - [204800/569465] Loss : 0.5467
613
+ 2024-05-30 03:50:38,882 - INFO - [266240/569465] Loss : 0.5472
614
+ 2024-05-30 03:50:43,556 - INFO - Test loss : 0.6473
615
+ 2024-05-30 03:50:44,924 - INFO - (93622,)
616
+ 2024-05-30 03:51:31,509 - INFO - Split ID: 0
617
+ 2024-05-30 03:51:31,546 - INFO - Top 1 LocEnc (Epoch 90)acc (%): 0.79
618
+ 2024-05-30 03:51:31,550 - INFO - Top 3 LocEnc (Epoch 90)acc (%): 2.14
619
+ 2024-05-30 03:51:31,553 - INFO - Top 5 LocEnc (Epoch 90)acc (%): 3.32
620
+ 2024-05-30 03:51:31,556 - INFO - Top 10 LocEnc (Epoch 90)acc (%): 5.81
621
+ 2024-05-30 03:51:31,816 - INFO -
622
+ No prior
623
+ 2024-05-30 03:51:32,446 - INFO - (95986,)
624
+ 2024-05-30 03:51:50,734 - INFO - Split ID: 0
625
+ 2024-05-30 03:51:50,734 - INFO - Top 1 (Epoch 90)acc (%): 63.27
626
+ 2024-05-30 03:51:50,735 - INFO - Top 3 (Epoch 90)acc (%): 79.82
627
+ 2024-05-30 03:51:50,735 - INFO - Top 5 (Epoch 90)acc (%): 84.51
628
+ 2024-05-30 03:51:50,735 - INFO - Top 10 (Epoch 90)acc (%): 88.99
629
+ 2024-05-30 03:52:37,952 - INFO - Split ID: 0
630
+ 2024-05-30 03:52:37,953 - INFO - Top 1 (Epoch 90)acc (%): 69.36
631
+ 2024-05-30 03:52:37,953 - INFO - Top 3 (Epoch 90)acc (%): 84.13
632
+ 2024-05-30 03:52:37,953 - INFO - Top 5 (Epoch 90)acc (%): 87.89
633
+ 2024-05-30 03:52:37,953 - INFO - Top 10 (Epoch 90)acc (%): 91.47
634
+ 2024-05-30 03:52:37,955 - INFO -
635
+ Epoch 91
636
+ 2024-05-30 03:52:50,016 - INFO - [204800/569465] Loss : 0.5473
637
+ 2024-05-30 03:52:53,451 - INFO - [266240/569465] Loss : 0.5480
638
+ 2024-05-30 03:52:58,117 - INFO - Test loss : 0.6493
639
+ 2024-05-30 03:52:58,118 - INFO -
640
+ Epoch 92
641
+ 2024-05-30 03:53:10,184 - INFO - [204800/569465] Loss : 0.5465
642
+ 2024-05-30 03:53:13,626 - INFO - [266240/569465] Loss : 0.5467
643
+ 2024-05-30 03:53:18,282 - INFO - Test loss : 0.6497
644
+ 2024-05-30 03:53:18,283 - INFO -
645
+ Epoch 93
646
+ 2024-05-30 03:53:30,338 - INFO - [204800/569465] Loss : 0.5464
647
+ 2024-05-30 03:53:33,747 - INFO - [266240/569465] Loss : 0.5468
648
+ 2024-05-30 03:53:38,430 - INFO - Test loss : 0.6395
649
+ 2024-05-30 03:53:38,430 - INFO -
650
+ Epoch 94
651
+ 2024-05-30 03:53:50,509 - INFO - [204800/569465] Loss : 0.5448
652
+ 2024-05-30 03:53:53,950 - INFO - [266240/569465] Loss : 0.5457
653
+ 2024-05-30 03:53:58,610 - INFO - Test loss : 0.6528
654
+ 2024-05-30 03:53:58,610 - INFO -
655
+ Epoch 95
656
+ 2024-05-30 03:54:10,700 - INFO - [204800/569465] Loss : 0.5452
657
+ 2024-05-30 03:54:14,025 - INFO - [266240/569465] Loss : 0.5461
658
+ 2024-05-30 03:54:18,791 - INFO - Test loss : 0.6392
659
+ 2024-05-30 03:54:18,791 - INFO -
660
+ Epoch 96
661
+ 2024-05-30 03:54:30,871 - INFO - [204800/569465] Loss : 0.5449
662
+ 2024-05-30 03:54:34,220 - INFO - [266240/569465] Loss : 0.5457
663
+ 2024-05-30 03:54:38,993 - INFO - Test loss : 0.6306
664
+ 2024-05-30 03:54:38,994 - INFO -
665
+ Epoch 97
666
+ 2024-05-30 03:54:51,003 - INFO - [204800/569465] Loss : 0.5437
667
+ 2024-05-30 03:54:54,301 - INFO - [266240/569465] Loss : 0.5449
668
+ 2024-05-30 03:54:59,023 - INFO - Test loss : 0.6461
669
+ 2024-05-30 03:54:59,023 - INFO -
670
+ Epoch 98
671
+ 2024-05-30 03:55:11,011 - INFO - [204800/569465] Loss : 0.5448
672
+ 2024-05-30 03:55:14,354 - INFO - [266240/569465] Loss : 0.5453
673
+ 2024-05-30 03:55:19,098 - INFO - Test loss : 0.6566
674
+ 2024-05-30 03:55:19,098 - INFO -
675
+ Epoch 99
676
+ 2024-05-30 03:55:31,165 - INFO - [204800/569465] Loss : 0.5447
677
+ 2024-05-30 03:55:34,516 - INFO - [266240/569465] Loss : 0.5454
678
+ 2024-05-30 03:55:39,179 - INFO - Test loss : 0.6480
679
+ 2024-05-30 03:55:39,179 - INFO - Saving output model to ../models/sphere2vec_dfs/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
680
+ 2024-05-30 03:55:39,230 - INFO - Saving output model to ../models/sphere2vec_dfs/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
681
+ 2024-05-30 03:55:39,423 - INFO -
682
+ No prior
683
+ 2024-05-30 03:55:40,069 - INFO - (95986,)
684
+ 2024-05-30 03:55:58,589 - INFO - Split ID: 0
685
+ 2024-05-30 03:55:58,589 - INFO - Top 1 acc (%): 63.27
686
+ 2024-05-30 03:55:58,590 - INFO - Top 3 acc (%): 79.82
687
+ 2024-05-30 03:55:58,590 - INFO - Top 5 acc (%): 84.51
688
+ 2024-05-30 03:55:58,590 - INFO - Top 10 acc (%): 88.99
689
+ 2024-05-30 03:56:46,228 - INFO - Split ID: 0
690
+ 2024-05-30 03:56:46,229 - INFO - Top 1 acc (%): 69.42
691
+ 2024-05-30 03:56:46,229 - INFO - Top 3 acc (%): 84.14
692
+ 2024-05-30 03:56:46,229 - INFO - Top 5 acc (%): 87.9
693
+ 2024-05-30 03:56:46,229 - INFO - Top 10 acc (%): 91.46
694
+ 2024-05-30 03:56:46,231 - INFO -
695
+ Sphere2Vec-dfs
696
+ 2024-05-30 03:56:46,231 - INFO - Model : model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
697
+ 2024-05-30 03:56:47,829 - INFO - (93622,)
698
+ 2024-05-30 03:57:34,757 - INFO - Split ID: 0
699
+ 2024-05-30 03:57:34,796 - INFO - Top 1 LocEnc acc (%): 0.8
700
+ 2024-05-30 03:57:34,799 - INFO - Top 3 LocEnc acc (%): 2.14
701
+ 2024-05-30 03:57:34,802 - INFO - Top 5 LocEnc acc (%): 3.34
702
+ 2024-05-30 03:57:34,806 - INFO - Top 10 LocEnc acc (%): 5.92
703
+ 2024-05-31 04:02:26,711 - INFO -
704
+ num_classes 5089
705
+ 2024-05-31 04:02:26,711 - INFO - num train 569465
706
+ 2024-05-31 04:02:26,711 - INFO - num val 93622
707
+ 2024-05-31 04:02:26,711 - INFO - train loss full_loss
708
+ 2024-05-31 04:02:26,711 - INFO - model name ../models/sphere2vec_dfs/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
709
+ 2024-05-31 04:02:26,711 - INFO - num users 17302
710
+ 2024-05-31 04:02:27,578 - INFO -
711
+ Only Sphere2Vec-dfs
712
+ 2024-05-31 04:02:27,579 - INFO - Model : model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
713
+ 2024-05-31 04:02:27,950 - INFO - Saving output model to ../models/sphere2vec_dfs/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
714
+ 2024-05-31 04:02:28,165 - INFO - Saving output model to ../models/sphere2vec_dfs/model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
715
+ 2024-05-31 04:02:28,523 - INFO -
716
+ No prior
717
+ 2024-05-31 04:02:29,267 - INFO - (95986,)
718
+ 2024-05-31 04:03:00,789 - INFO - Save results to ../eval_results/eval_inat_2017__val_no_prior.csv
719
+ 2024-05-31 04:03:00,789 - INFO - Split ID: 0
720
+ 2024-05-31 04:03:00,790 - INFO - Top 1 acc (%): 63.27
721
+ 2024-05-31 04:03:00,790 - INFO - Top 3 acc (%): 79.82
722
+ 2024-05-31 04:03:00,790 - INFO - Top 5 acc (%): 84.51
723
+ 2024-05-31 04:03:00,790 - INFO - Top 10 acc (%): 88.99
724
+ 2024-05-31 04:04:14,728 - INFO - Split ID: 0
725
+ 2024-05-31 04:04:14,729 - INFO - Top 1 hit (%): 69.42
726
+ 2024-05-31 04:04:14,729 - INFO - Top 3 hit (%): 84.14
727
+ 2024-05-31 04:04:14,729 - INFO - Top 5 hit (%): 87.9
728
+ 2024-05-31 04:04:14,729 - INFO - Top 10 hit (%): 91.46
729
+ 2024-05-31 04:04:14,754 - INFO -
730
+ Only Sphere2Vec-dfs
731
+ 2024-05-31 04:04:14,754 - INFO - Model : model_inat_2017_Sphere2Vec-dfs_inception_v3_0.0100_8_0.0100000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
732
+ 2024-05-31 04:04:16,504 - INFO - (93622,)
733
+ 2024-05-31 04:05:02,412 - INFO - Split ID: 0
734
+ 2024-05-31 04:05:02,444 - INFO - Top 1 LocEnc acc (%): 0.8
735
+ 2024-05-31 04:05:02,447 - INFO - Top 3 LocEnc acc (%): 2.14
736
+ 2024-05-31 04:05:02,450 - INFO - Top 5 LocEnc acc (%): 3.34
737
+ 2024-05-31 04:05:02,453 - INFO - Top 10 LocEnc acc (%): 5.92