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data/model_inat_2018_Sphere2Vec-dfs_0.0100_8_0.0001000_1.000_1_512_BATCH4096_leakyrelu.log ADDED
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1
+ 2024-05-31 09:14:34,636 - INFO -
2
+ num_classes 8142
3
+ 2024-05-31 09:14:34,636 - INFO - num train 436063
4
+ 2024-05-31 09:14:34,636 - INFO - num val 24343
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+ 2024-05-31 09:14:34,636 - INFO - train loss full_loss
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+ 2024-05-31 09:14:34,636 - INFO - model name ../models/sphere2vec_dfs/model_inat_2018_Sphere2Vec-dfs_0.0100_8_0.0001000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
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+ 2024-05-31 09:14:34,636 - INFO - num users 18643
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+ 2024-05-31 09:14:35,529 - INFO -
9
+ Epoch 0
10
+ 2024-05-31 09:14:48,763 - INFO - [204800/436063] Loss : 1.3299
11
+ 2024-05-31 09:14:52,047 - INFO - [262144/436063] Loss : 1.2484
12
+ 2024-05-31 09:14:53,181 - INFO - Test loss : 0.3312
13
+ 2024-05-31 09:14:53,181 - INFO -
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+ Epoch 1
15
+ 2024-05-31 09:15:05,927 - INFO - [204800/436063] Loss : 0.7958
16
+ 2024-05-31 09:15:09,233 - INFO - [262144/436063] Loss : 0.7831
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+ 2024-05-31 09:15:10,458 - INFO - Test loss : 0.2415
18
+ 2024-05-31 09:15:10,458 - INFO -
19
+ Epoch 2
20
+ 2024-05-31 09:15:23,130 - INFO - [204800/436063] Loss : 0.6801
21
+ 2024-05-31 09:15:26,432 - INFO - [262144/436063] Loss : 0.6746
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+ 2024-05-31 09:15:27,655 - INFO - Test loss : 0.2033
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+ 2024-05-31 09:15:27,655 - INFO -
24
+ Epoch 3
25
+ 2024-05-31 09:15:40,310 - INFO - [204800/436063] Loss : 0.6240
26
+ 2024-05-31 09:15:43,612 - INFO - [262144/436063] Loss : 0.6222
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+ 2024-05-31 09:15:44,833 - INFO - Test loss : 0.2148
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+ 2024-05-31 09:15:44,833 - INFO -
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+ Epoch 4
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+ 2024-05-31 09:15:57,474 - INFO - [204800/436063] Loss : 0.5910
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+ 2024-05-31 09:16:00,766 - INFO - [262144/436063] Loss : 0.5894
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+ 2024-05-31 09:16:01,987 - INFO - Test loss : 0.1833
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+ 2024-05-31 09:16:01,987 - INFO -
34
+ Epoch 5
35
+ 2024-05-31 09:16:14,711 - INFO - [204800/436063] Loss : 0.5680
36
+ 2024-05-31 09:16:17,912 - INFO - [262144/436063] Loss : 0.5681
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+ 2024-05-31 09:16:19,137 - INFO - Test loss : 0.1830
38
+ 2024-05-31 09:16:19,137 - INFO -
39
+ Epoch 6
40
+ 2024-05-31 09:16:31,864 - INFO - [204800/436063] Loss : 0.5548
41
+ 2024-05-31 09:16:35,087 - INFO - [262144/436063] Loss : 0.5548
42
+ 2024-05-31 09:16:36,308 - INFO - Test loss : 0.1955
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+ 2024-05-31 09:16:36,309 - INFO -
44
+ Epoch 7
45
+ 2024-05-31 09:16:49,014 - INFO - [204800/436063] Loss : 0.5425
46
+ 2024-05-31 09:16:52,306 - INFO - [262144/436063] Loss : 0.5427
47
+ 2024-05-31 09:16:53,428 - INFO - Test loss : 0.1709
48
+ 2024-05-31 09:16:53,428 - INFO -
49
+ Epoch 8
50
+ 2024-05-31 09:17:06,138 - INFO - [204800/436063] Loss : 0.5323
51
+ 2024-05-31 09:17:09,421 - INFO - [262144/436063] Loss : 0.5320
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+ 2024-05-31 09:17:10,638 - INFO - Test loss : 0.1889
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+ 2024-05-31 09:17:10,638 - INFO -
54
+ Epoch 9
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+ 2024-05-31 09:17:23,230 - INFO - [204800/436063] Loss : 0.5244
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+ 2024-05-31 09:17:26,501 - INFO - [262144/436063] Loss : 0.5242
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+ 2024-05-31 09:17:27,714 - INFO - Test loss : 0.2226
58
+ 2024-05-31 09:17:27,714 - INFO -
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+ Epoch 10
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+ 2024-05-31 09:17:40,289 - INFO - [204800/436063] Loss : 0.5158
61
+ 2024-05-31 09:17:43,574 - INFO - [262144/436063] Loss : 0.5159
62
+ 2024-05-31 09:17:44,791 - INFO - Test loss : 0.1880
63
+ 2024-05-31 09:17:44,791 - INFO -
64
+ Epoch 11
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+ 2024-05-31 09:17:57,579 - INFO - [204800/436063] Loss : 0.5092
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+ 2024-05-31 09:18:00,785 - INFO - [262144/436063] Loss : 0.5097
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+ 2024-05-31 09:18:02,010 - INFO - Test loss : 0.2064
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+ 2024-05-31 09:18:02,010 - INFO -
69
+ Epoch 12
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+ 2024-05-31 09:18:14,694 - INFO - [204800/436063] Loss : 0.5030
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+ 2024-05-31 09:18:17,889 - INFO - [262144/436063] Loss : 0.5040
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+ 2024-05-31 09:18:19,106 - INFO - Test loss : 0.1819
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+ 2024-05-31 09:18:19,106 - INFO -
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+ Epoch 13
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+ 2024-05-31 09:18:31,775 - INFO - [204800/436063] Loss : 0.4984
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+ 2024-05-31 09:18:35,045 - INFO - [262144/436063] Loss : 0.4994
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+ 2024-05-31 09:18:36,170 - INFO - Test loss : 0.1960
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+ 2024-05-31 09:18:36,170 - INFO -
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+ Epoch 14
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+ 2024-05-31 09:18:48,837 - INFO - [204800/436063] Loss : 0.4946
81
+ 2024-05-31 09:18:52,127 - INFO - [262144/436063] Loss : 0.4945
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+ 2024-05-31 09:18:53,347 - INFO - Test loss : 0.1894
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+ 2024-05-31 09:18:53,347 - INFO -
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+ Epoch 15
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+ 2024-05-31 09:19:05,924 - INFO - [204800/436063] Loss : 0.4898
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+ 2024-05-31 09:19:09,198 - INFO - [262144/436063] Loss : 0.4907
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+ 2024-05-31 09:19:10,407 - INFO - Test loss : 0.2054
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+ 2024-05-31 09:19:10,407 - INFO -
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+ Epoch 16
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+ 2024-05-31 09:19:22,947 - INFO - [204800/436063] Loss : 0.4857
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+ 2024-05-31 09:19:26,212 - INFO - [262144/436063] Loss : 0.4865
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+ 2024-05-31 09:19:27,427 - INFO - Test loss : 0.1961
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+ 2024-05-31 09:19:27,427 - INFO -
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+ Epoch 17
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+ 2024-05-31 09:19:40,056 - INFO - [204800/436063] Loss : 0.4813
96
+ 2024-05-31 09:19:43,238 - INFO - [262144/436063] Loss : 0.4819
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+ 2024-05-31 09:19:44,452 - INFO - Test loss : 0.2037
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+ 2024-05-31 09:19:44,453 - INFO -
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+ Epoch 18
100
+ 2024-05-31 09:19:57,107 - INFO - [204800/436063] Loss : 0.4787
101
+ 2024-05-31 09:20:00,299 - INFO - [262144/436063] Loss : 0.4792
102
+ 2024-05-31 09:20:01,521 - INFO - Test loss : 0.2068
103
+ 2024-05-31 09:20:01,521 - INFO -
104
+ Epoch 19
105
+ 2024-05-31 09:20:14,197 - INFO - [204800/436063] Loss : 0.4751
106
+ 2024-05-31 09:20:17,483 - INFO - [262144/436063] Loss : 0.4757
107
+ 2024-05-31 09:20:18,619 - INFO - Test loss : 0.2080
108
+ 2024-05-31 09:20:18,620 - INFO -
109
+ Epoch 20
110
+ 2024-05-31 09:20:31,294 - INFO - [204800/436063] Loss : 0.4732
111
+ 2024-05-31 09:20:34,580 - INFO - [262144/436063] Loss : 0.4739
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+ 2024-05-31 09:20:35,801 - INFO - Test loss : 0.2184
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+ 2024-05-31 09:20:35,801 - INFO -
114
+ Epoch 21
115
+ 2024-05-31 09:20:48,386 - INFO - [204800/436063] Loss : 0.4705
116
+ 2024-05-31 09:20:51,674 - INFO - [262144/436063] Loss : 0.4709
117
+ 2024-05-31 09:20:52,895 - INFO - Test loss : 0.2086
118
+ 2024-05-31 09:20:52,895 - INFO -
119
+ Epoch 22
120
+ 2024-05-31 09:21:05,467 - INFO - [204800/436063] Loss : 0.4682
121
+ 2024-05-31 09:21:08,738 - INFO - [262144/436063] Loss : 0.4687
122
+ 2024-05-31 09:21:09,954 - INFO - Test loss : 0.2051
123
+ 2024-05-31 09:21:09,955 - INFO -
124
+ Epoch 23
125
+ 2024-05-31 09:21:22,605 - INFO - [204800/436063] Loss : 0.4652
126
+ 2024-05-31 09:21:25,787 - INFO - [262144/436063] Loss : 0.4658
127
+ 2024-05-31 09:21:27,004 - INFO - Test loss : 0.2130
128
+ 2024-05-31 09:21:27,004 - INFO -
129
+ Epoch 24
130
+ 2024-05-31 09:21:39,554 - INFO - [204800/436063] Loss : 0.4637
131
+ 2024-05-31 09:21:42,703 - INFO - [262144/436063] Loss : 0.4644
132
+ 2024-05-31 09:21:43,917 - INFO - Test loss : 0.2249
133
+ 2024-05-31 09:21:43,918 - INFO -
134
+ Epoch 25
135
+ 2024-05-31 09:21:56,093 - INFO - [204800/436063] Loss : 0.4605
136
+ 2024-05-31 09:21:59,259 - INFO - [262144/436063] Loss : 0.4616
137
+ 2024-05-31 09:22:00,391 - INFO - Test loss : 0.2240
138
+ 2024-05-31 09:22:00,391 - INFO -
139
+ Epoch 26
140
+ 2024-05-31 09:22:12,570 - INFO - [204800/436063] Loss : 0.4607
141
+ 2024-05-31 09:22:15,723 - INFO - [262144/436063] Loss : 0.4610
142
+ 2024-05-31 09:22:16,933 - INFO - Test loss : 0.2107
143
+ 2024-05-31 09:22:16,935 - INFO -
144
+ Epoch 27
145
+ 2024-05-31 09:22:29,364 - INFO - [204800/436063] Loss : 0.4583
146
+ 2024-05-31 09:22:32,607 - INFO - [262144/436063] Loss : 0.4585
147
+ 2024-05-31 09:22:33,820 - INFO - Test loss : 0.2191
148
+ 2024-05-31 09:22:33,820 - INFO -
149
+ Epoch 28
150
+ 2024-05-31 09:22:45,925 - INFO - [204800/436063] Loss : 0.4564
151
+ 2024-05-31 09:22:49,080 - INFO - [262144/436063] Loss : 0.4572
152
+ 2024-05-31 09:22:50,288 - INFO - Test loss : 0.2236
153
+ 2024-05-31 09:22:50,290 - INFO -
154
+ Epoch 29
155
+ 2024-05-31 09:23:02,960 - INFO - [204800/436063] Loss : 0.4521
156
+ 2024-05-31 09:23:06,147 - INFO - [262144/436063] Loss : 0.4540
157
+ 2024-05-31 09:23:07,362 - INFO - Test loss : 0.2113
158
+ 2024-05-31 09:23:07,363 - INFO -
159
+ Epoch 30
160
+ 2024-05-31 09:23:20,008 - INFO - [204800/436063] Loss : 0.4524
161
+ 2024-05-31 09:23:23,193 - INFO - [262144/436063] Loss : 0.4534
162
+ 2024-05-31 09:23:24,407 - INFO - Test loss : 0.2329
163
+ 2024-05-31 09:23:24,407 - INFO -
164
+ Epoch 31
165
+ 2024-05-31 09:23:36,927 - INFO - [204800/436063] Loss : 0.4504
166
+ 2024-05-31 09:23:40,171 - INFO - [262144/436063] Loss : 0.4511
167
+ 2024-05-31 09:23:41,292 - INFO - Test loss : 0.2004
168
+ 2024-05-31 09:23:41,293 - INFO -
169
+ Epoch 32
170
+ 2024-05-31 09:23:53,931 - INFO - [204800/436063] Loss : 0.4504
171
+ 2024-05-31 09:23:57,208 - INFO - [262144/436063] Loss : 0.4512
172
+ 2024-05-31 09:23:58,422 - INFO - Test loss : 0.2263
173
+ 2024-05-31 09:23:58,422 - INFO -
174
+ Epoch 33
175
+ 2024-05-31 09:24:11,006 - INFO - [204800/436063] Loss : 0.4477
176
+ 2024-05-31 09:24:14,277 - INFO - [262144/436063] Loss : 0.4487
177
+ 2024-05-31 09:24:15,490 - INFO - Test loss : 0.2102
178
+ 2024-05-31 09:24:15,490 - INFO -
179
+ Epoch 34
180
+ 2024-05-31 09:24:28,038 - INFO - [204800/436063] Loss : 0.4464
181
+ 2024-05-31 09:24:31,300 - INFO - [262144/436063] Loss : 0.4469
182
+ 2024-05-31 09:24:32,512 - INFO - Test loss : 0.2260
183
+ 2024-05-31 09:24:32,512 - INFO -
184
+ Epoch 35
185
+ 2024-05-31 09:24:45,186 - INFO - [204800/436063] Loss : 0.4453
186
+ 2024-05-31 09:24:48,372 - INFO - [262144/436063] Loss : 0.4459
187
+ 2024-05-31 09:24:49,585 - INFO - Test loss : 0.2378
188
+ 2024-05-31 09:24:49,585 - INFO -
189
+ Epoch 36
190
+ 2024-05-31 09:25:02,253 - INFO - [204800/436063] Loss : 0.4439
191
+ 2024-05-31 09:25:05,437 - INFO - [262144/436063] Loss : 0.4450
192
+ 2024-05-31 09:25:06,658 - INFO - Test loss : 0.2261
193
+ 2024-05-31 09:25:06,658 - INFO -
194
+ Epoch 37
195
+ 2024-05-31 09:25:19,334 - INFO - [204800/436063] Loss : 0.4426
196
+ 2024-05-31 09:25:22,616 - INFO - [262144/436063] Loss : 0.4439
197
+ 2024-05-31 09:25:23,749 - INFO - Test loss : 0.2437
198
+ 2024-05-31 09:25:23,749 - INFO -
199
+ Epoch 38
200
+ 2024-05-31 09:25:36,407 - INFO - [204800/436063] Loss : 0.4426
201
+ 2024-05-31 09:25:39,697 - INFO - [262144/436063] Loss : 0.4433
202
+ 2024-05-31 09:25:40,914 - INFO - Test loss : 0.2284
203
+ 2024-05-31 09:25:40,914 - INFO -
204
+ Epoch 39
205
+ 2024-05-31 09:25:53,487 - INFO - [204800/436063] Loss : 0.4407
206
+ 2024-05-31 09:25:56,771 - INFO - [262144/436063] Loss : 0.4417
207
+ 2024-05-31 09:25:57,988 - INFO - Test loss : 0.2296
208
+ 2024-05-31 09:25:57,988 - INFO -
209
+ Epoch 40
210
+ 2024-05-31 09:26:10,541 - INFO - [204800/436063] Loss : 0.4393
211
+ 2024-05-31 09:26:13,809 - INFO - [262144/436063] Loss : 0.4403
212
+ 2024-05-31 09:26:15,023 - INFO - Test loss : 0.2261
213
+ 2024-05-31 09:26:15,023 - INFO -
214
+ Epoch 41
215
+ 2024-05-31 09:26:27,533 - INFO - [204800/436063] Loss : 0.4381
216
+ 2024-05-31 09:26:30,676 - INFO - [262144/436063] Loss : 0.4396
217
+ 2024-05-31 09:26:31,897 - INFO - Test loss : 0.2159
218
+ 2024-05-31 09:26:31,897 - INFO -
219
+ Epoch 42
220
+ 2024-05-31 09:26:44,058 - INFO - [204800/436063] Loss : 0.4368
221
+ 2024-05-31 09:26:47,118 - INFO - [262144/436063] Loss : 0.4373
222
+ 2024-05-31 09:26:48,326 - INFO - Test loss : 0.2271
223
+ 2024-05-31 09:26:48,328 - INFO -
224
+ Epoch 43
225
+ 2024-05-31 09:27:00,948 - INFO - [204800/436063] Loss : 0.4364
226
+ 2024-05-31 09:27:04,220 - INFO - [262144/436063] Loss : 0.4372
227
+ 2024-05-31 09:27:05,343 - INFO - Test loss : 0.2188
228
+ 2024-05-31 09:27:05,343 - INFO -
229
+ Epoch 44
230
+ 2024-05-31 09:27:17,988 - INFO - [204800/436063] Loss : 0.4355
231
+ 2024-05-31 09:27:21,260 - INFO - [262144/436063] Loss : 0.4362
232
+ 2024-05-31 09:27:22,472 - INFO - Test loss : 0.2465
233
+ 2024-05-31 09:27:22,472 - INFO -
234
+ Epoch 45
235
+ 2024-05-31 09:27:35,001 - INFO - [204800/436063] Loss : 0.4344
236
+ 2024-05-31 09:27:38,295 - INFO - [262144/436063] Loss : 0.4351
237
+ 2024-05-31 09:27:39,514 - INFO - Test loss : 0.2318
238
+ 2024-05-31 09:27:39,514 - INFO -
239
+ Epoch 46
240
+ 2024-05-31 09:27:52,113 - INFO - [204800/436063] Loss : 0.4339
241
+ 2024-05-31 09:27:55,404 - INFO - [262144/436063] Loss : 0.4343
242
+ 2024-05-31 09:27:56,624 - INFO - Test loss : 0.2303
243
+ 2024-05-31 09:27:56,624 - INFO -
244
+ Epoch 47
245
+ 2024-05-31 09:28:09,350 - INFO - [204800/436063] Loss : 0.4316
246
+ 2024-05-31 09:28:12,538 - INFO - [262144/436063] Loss : 0.4327
247
+ 2024-05-31 09:28:13,758 - INFO - Test loss : 0.2363
248
+ 2024-05-31 09:28:13,758 - INFO -
249
+ Epoch 48
250
+ 2024-05-31 09:28:26,300 - INFO - [204800/436063] Loss : 0.4320
251
+ 2024-05-31 09:28:29,453 - INFO - [262144/436063] Loss : 0.4328
252
+ 2024-05-31 09:28:30,667 - INFO - Test loss : 0.2265
253
+ 2024-05-31 09:28:30,667 - INFO -
254
+ Epoch 49
255
+ 2024-05-31 09:28:43,345 - INFO - [204800/436063] Loss : 0.4299
256
+ 2024-05-31 09:28:46,649 - INFO - [262144/436063] Loss : 0.4312
257
+ 2024-05-31 09:28:47,777 - INFO - Test loss : 0.2346
258
+ 2024-05-31 09:28:47,777 - INFO -
259
+ Epoch 50
260
+ 2024-05-31 09:29:00,461 - INFO - [204800/436063] Loss : 0.4298
261
+ 2024-05-31 09:29:03,759 - INFO - [262144/436063] Loss : 0.4307
262
+ 2024-05-31 09:29:04,988 - INFO - Test loss : 0.2408
263
+ 2024-05-31 09:29:04,988 - INFO -
264
+ Epoch 51
265
+ 2024-05-31 09:29:17,572 - INFO - [204800/436063] Loss : 0.4300
266
+ 2024-05-31 09:29:20,850 - INFO - [262144/436063] Loss : 0.4303
267
+ 2024-05-31 09:29:22,066 - INFO - Test loss : 0.2417
268
+ 2024-05-31 09:29:22,066 - INFO -
269
+ Epoch 52
270
+ 2024-05-31 09:29:34,636 - INFO - [204800/436063] Loss : 0.4282
271
+ 2024-05-31 09:29:37,914 - INFO - [262144/436063] Loss : 0.4289
272
+ 2024-05-31 09:29:39,131 - INFO - Test loss : 0.2433
273
+ 2024-05-31 09:29:39,132 - INFO -
274
+ Epoch 53
275
+ 2024-05-31 09:29:51,877 - INFO - [204800/436063] Loss : 0.4267
276
+ 2024-05-31 09:29:55,069 - INFO - [262144/436063] Loss : 0.4276
277
+ 2024-05-31 09:29:56,287 - INFO - Test loss : 0.2440
278
+ 2024-05-31 09:29:56,287 - INFO -
279
+ Epoch 54
280
+ 2024-05-31 09:30:08,957 - INFO - [204800/436063] Loss : 0.4264
281
+ 2024-05-31 09:30:12,154 - INFO - [262144/436063] Loss : 0.4270
282
+ 2024-05-31 09:30:13,370 - INFO - Test loss : 0.2318
283
+ 2024-05-31 09:30:13,370 - INFO -
284
+ Epoch 55
285
+ 2024-05-31 09:30:25,911 - INFO - [204800/436063] Loss : 0.4257
286
+ 2024-05-31 09:30:29,159 - INFO - [262144/436063] Loss : 0.4263
287
+ 2024-05-31 09:30:30,300 - INFO - Test loss : 0.2256
288
+ 2024-05-31 09:30:30,300 - INFO -
289
+ Epoch 56
290
+ 2024-05-31 09:30:42,981 - INFO - [204800/436063] Loss : 0.4251
291
+ 2024-05-31 09:30:46,266 - INFO - [262144/436063] Loss : 0.4258
292
+ 2024-05-31 09:30:47,483 - INFO - Test loss : 0.2541
293
+ 2024-05-31 09:30:47,484 - INFO -
294
+ Epoch 57
295
+ 2024-05-31 09:31:00,073 - INFO - [204800/436063] Loss : 0.4239
296
+ 2024-05-31 09:31:03,354 - INFO - [262144/436063] Loss : 0.4247
297
+ 2024-05-31 09:31:04,567 - INFO - Test loss : 0.2518
298
+ 2024-05-31 09:31:04,567 - INFO -
299
+ Epoch 58
300
+ 2024-05-31 09:31:17,100 - INFO - [204800/436063] Loss : 0.4235
301
+ 2024-05-31 09:31:20,366 - INFO - [262144/436063] Loss : 0.4243
302
+ 2024-05-31 09:31:21,579 - INFO - Test loss : 0.2481
303
+ 2024-05-31 09:31:21,579 - INFO -
304
+ Epoch 59
305
+ 2024-05-31 09:31:34,205 - INFO - [204800/436063] Loss : 0.4228
306
+ 2024-05-31 09:31:37,396 - INFO - [262144/436063] Loss : 0.4241
307
+ 2024-05-31 09:31:38,613 - INFO - Test loss : 0.2348
308
+ 2024-05-31 09:31:38,614 - INFO -
309
+ Epoch 60
310
+ 2024-05-31 09:31:51,075 - INFO - [204800/436063] Loss : 0.4217
311
+ 2024-05-31 09:31:54,214 - INFO - [262144/436063] Loss : 0.4225
312
+ 2024-05-31 09:31:55,425 - INFO - Test loss : 0.2372
313
+ 2024-05-31 09:31:55,425 - INFO -
314
+ Epoch 61
315
+ 2024-05-31 09:32:08,058 - INFO - [204800/436063] Loss : 0.4212
316
+ 2024-05-31 09:32:11,331 - INFO - [262144/436063] Loss : 0.4223
317
+ 2024-05-31 09:32:12,456 - INFO - Test loss : 0.2412
318
+ 2024-05-31 09:32:12,456 - INFO -
319
+ Epoch 62
320
+ 2024-05-31 09:32:25,130 - INFO - [204800/436063] Loss : 0.4209
321
+ 2024-05-31 09:32:28,403 - INFO - [262144/436063] Loss : 0.4214
322
+ 2024-05-31 09:32:29,619 - INFO - Test loss : 0.2361
323
+ 2024-05-31 09:32:29,619 - INFO -
324
+ Epoch 63
325
+ 2024-05-31 09:32:42,176 - INFO - [204800/436063] Loss : 0.4205
326
+ 2024-05-31 09:32:45,444 - INFO - [262144/436063] Loss : 0.4211
327
+ 2024-05-31 09:32:46,656 - INFO - Test loss : 0.2419
328
+ 2024-05-31 09:32:46,656 - INFO -
329
+ Epoch 64
330
+ 2024-05-31 09:32:59,088 - INFO - [204800/436063] Loss : 0.4197
331
+ 2024-05-31 09:33:02,327 - INFO - [262144/436063] Loss : 0.4204
332
+ 2024-05-31 09:33:03,539 - INFO - Test loss : 0.2643
333
+ 2024-05-31 09:33:03,539 - INFO -
334
+ Epoch 65
335
+ 2024-05-31 09:33:16,175 - INFO - [204800/436063] Loss : 0.4203
336
+ 2024-05-31 09:33:19,354 - INFO - [262144/436063] Loss : 0.4206
337
+ 2024-05-31 09:33:20,570 - INFO - Test loss : 0.2606
338
+ 2024-05-31 09:33:20,570 - INFO -
339
+ Epoch 66
340
+ 2024-05-31 09:33:33,129 - INFO - [204800/436063] Loss : 0.4187
341
+ 2024-05-31 09:33:36,286 - INFO - [262144/436063] Loss : 0.4195
342
+ 2024-05-31 09:33:37,503 - INFO - Test loss : 0.2427
343
+ 2024-05-31 09:33:37,503 - INFO -
344
+ Epoch 67
345
+ 2024-05-31 09:33:49,709 - INFO - [204800/436063] Loss : 0.4177
346
+ 2024-05-31 09:33:52,870 - INFO - [262144/436063] Loss : 0.4183
347
+ 2024-05-31 09:33:54,000 - INFO - Test loss : 0.2540
348
+ 2024-05-31 09:33:54,002 - INFO -
349
+ Epoch 68
350
+ 2024-05-31 09:34:06,692 - INFO - [204800/436063] Loss : 0.4181
351
+ 2024-05-31 09:34:09,973 - INFO - [262144/436063] Loss : 0.4187
352
+ 2024-05-31 09:34:11,194 - INFO - Test loss : 0.2419
353
+ 2024-05-31 09:34:11,194 - INFO -
354
+ Epoch 69
355
+ 2024-05-31 09:34:23,845 - INFO - [204800/436063] Loss : 0.4171
356
+ 2024-05-31 09:34:27,156 - INFO - [262144/436063] Loss : 0.4172
357
+ 2024-05-31 09:34:28,384 - INFO - Test loss : 0.2315
358
+ 2024-05-31 09:34:28,384 - INFO -
359
+ Epoch 70
360
+ 2024-05-31 09:34:41,017 - INFO - [204800/436063] Loss : 0.4164
361
+ 2024-05-31 09:34:44,291 - INFO - [262144/436063] Loss : 0.4174
362
+ 2024-05-31 09:34:45,507 - INFO - Test loss : 0.2533
363
+ 2024-05-31 09:34:45,508 - INFO -
364
+ Epoch 71
365
+ 2024-05-31 09:34:58,189 - INFO - [204800/436063] Loss : 0.4158
366
+ 2024-05-31 09:35:01,366 - INFO - [262144/436063] Loss : 0.4165
367
+ 2024-05-31 09:35:02,577 - INFO - Test loss : 0.2513
368
+ 2024-05-31 09:35:02,577 - INFO -
369
+ Epoch 72
370
+ 2024-05-31 09:35:15,184 - INFO - [204800/436063] Loss : 0.4140
371
+ 2024-05-31 09:35:18,352 - INFO - [262144/436063] Loss : 0.4151
372
+ 2024-05-31 09:35:19,558 - INFO - Test loss : 0.2498
373
+ 2024-05-31 09:35:19,558 - INFO -
374
+ Epoch 73
375
+ 2024-05-31 09:35:32,078 - INFO - [204800/436063] Loss : 0.4144
376
+ 2024-05-31 09:35:35,318 - INFO - [262144/436063] Loss : 0.4148
377
+ 2024-05-31 09:35:36,441 - INFO - Test loss : 0.2375
378
+ 2024-05-31 09:35:36,441 - INFO -
379
+ Epoch 74
380
+ 2024-05-31 09:35:48,611 - INFO - [204800/436063] Loss : 0.4140
381
+ 2024-05-31 09:35:51,756 - INFO - [262144/436063] Loss : 0.4146
382
+ 2024-05-31 09:35:52,967 - INFO - Test loss : 0.2420
383
+ 2024-05-31 09:35:52,967 - INFO -
384
+ Epoch 75
385
+ 2024-05-31 09:36:05,116 - INFO - [204800/436063] Loss : 0.4128
386
+ 2024-05-31 09:36:08,262 - INFO - [262144/436063] Loss : 0.4138
387
+ 2024-05-31 09:36:09,492 - INFO - Test loss : 0.2455
388
+ 2024-05-31 09:36:09,495 - INFO -
389
+ Epoch 76
390
+ 2024-05-31 09:36:22,027 - INFO - [204800/436063] Loss : 0.4136
391
+ 2024-05-31 09:36:25,289 - INFO - [262144/436063] Loss : 0.4143
392
+ 2024-05-31 09:36:26,496 - INFO - Test loss : 0.2475
393
+ 2024-05-31 09:36:26,497 - INFO -
394
+ Epoch 77
395
+ 2024-05-31 09:36:39,121 - INFO - [204800/436063] Loss : 0.4126
396
+ 2024-05-31 09:36:42,299 - INFO - [262144/436063] Loss : 0.4134
397
+ 2024-05-31 09:36:43,514 - INFO - Test loss : 0.2500
398
+ 2024-05-31 09:36:43,514 - INFO -
399
+ Epoch 78
400
+ 2024-05-31 09:36:56,158 - INFO - [204800/436063] Loss : 0.4122
401
+ 2024-05-31 09:36:59,337 - INFO - [262144/436063] Loss : 0.4127
402
+ 2024-05-31 09:37:00,556 - INFO - Test loss : 0.2480
403
+ 2024-05-31 09:37:00,556 - INFO -
404
+ Epoch 79
405
+ 2024-05-31 09:37:13,180 - INFO - [204800/436063] Loss : 0.4122
406
+ 2024-05-31 09:37:16,451 - INFO - [262144/436063] Loss : 0.4129
407
+ 2024-05-31 09:37:17,582 - INFO - Test loss : 0.2538
408
+ 2024-05-31 09:37:17,583 - INFO -
409
+ Epoch 80
410
+ 2024-05-31 09:37:30,213 - INFO - [204800/436063] Loss : 0.4112
411
+ 2024-05-31 09:37:33,487 - INFO - [262144/436063] Loss : 0.4111
412
+ 2024-05-31 09:37:34,702 - INFO - Test loss : 0.2594
413
+ 2024-05-31 09:37:34,702 - INFO -
414
+ Epoch 81
415
+ 2024-05-31 09:37:47,261 - INFO - [204800/436063] Loss : 0.4100
416
+ 2024-05-31 09:37:50,537 - INFO - [262144/436063] Loss : 0.4112
417
+ 2024-05-31 09:37:51,754 - INFO - Test loss : 0.2575
418
+ 2024-05-31 09:37:51,754 - INFO -
419
+ Epoch 82
420
+ 2024-05-31 09:38:04,303 - INFO - [204800/436063] Loss : 0.4114
421
+ 2024-05-31 09:38:07,570 - INFO - [262144/436063] Loss : 0.4113
422
+ 2024-05-31 09:38:08,783 - INFO - Test loss : 0.2491
423
+ 2024-05-31 09:38:08,783 - INFO -
424
+ Epoch 83
425
+ 2024-05-31 09:38:21,405 - INFO - [204800/436063] Loss : 0.4107
426
+ 2024-05-31 09:38:24,591 - INFO - [262144/436063] Loss : 0.4110
427
+ 2024-05-31 09:38:25,812 - INFO - Test loss : 0.2557
428
+ 2024-05-31 09:38:25,812 - INFO -
429
+ Epoch 84
430
+ 2024-05-31 09:38:38,498 - INFO - [204800/436063] Loss : 0.4092
431
+ 2024-05-31 09:38:41,679 - INFO - [262144/436063] Loss : 0.4100
432
+ 2024-05-31 09:38:42,893 - INFO - Test loss : 0.2505
433
+ 2024-05-31 09:38:42,893 - INFO -
434
+ Epoch 85
435
+ 2024-05-31 09:38:55,600 - INFO - [204800/436063] Loss : 0.4091
436
+ 2024-05-31 09:38:58,901 - INFO - [262144/436063] Loss : 0.4095
437
+ 2024-05-31 09:39:00,031 - INFO - Test loss : 0.2580
438
+ 2024-05-31 09:39:00,032 - INFO -
439
+ Epoch 86
440
+ 2024-05-31 09:39:12,695 - INFO - [204800/436063] Loss : 0.4086
441
+ 2024-05-31 09:39:15,974 - INFO - [262144/436063] Loss : 0.4091
442
+ 2024-05-31 09:39:17,192 - INFO - Test loss : 0.2541
443
+ 2024-05-31 09:39:17,192 - INFO -
444
+ Epoch 87
445
+ 2024-05-31 09:39:29,714 - INFO - [204800/436063] Loss : 0.4084
446
+ 2024-05-31 09:39:32,974 - INFO - [262144/436063] Loss : 0.4090
447
+ 2024-05-31 09:39:34,185 - INFO - Test loss : 0.2608
448
+ 2024-05-31 09:39:34,185 - INFO -
449
+ Epoch 88
450
+ 2024-05-31 09:39:46,661 - INFO - [204800/436063] Loss : 0.4073
451
+ 2024-05-31 09:39:49,932 - INFO - [262144/436063] Loss : 0.4078
452
+ 2024-05-31 09:39:51,144 - INFO - Test loss : 0.2577
453
+ 2024-05-31 09:39:51,144 - INFO -
454
+ Epoch 89
455
+ 2024-05-31 09:40:03,862 - INFO - [204800/436063] Loss : 0.4072
456
+ 2024-05-31 09:40:07,041 - INFO - [262144/436063] Loss : 0.4079
457
+ 2024-05-31 09:40:08,257 - INFO - Test loss : 0.2528
458
+ 2024-05-31 09:40:08,257 - INFO -
459
+ Epoch 90
460
+ 2024-05-31 09:40:20,734 - INFO - [204800/436063] Loss : 0.4067
461
+ 2024-05-31 09:40:23,862 - INFO - [262144/436063] Loss : 0.4073
462
+ 2024-05-31 09:40:25,078 - INFO - Test loss : 0.2548
463
+ 2024-05-31 09:40:25,078 - INFO -
464
+ Epoch 91
465
+ 2024-05-31 09:40:37,274 - INFO - [204800/436063] Loss : 0.4062
466
+ 2024-05-31 09:40:40,440 - INFO - [262144/436063] Loss : 0.4070
467
+ 2024-05-31 09:40:41,566 - INFO - Test loss : 0.2484
468
+ 2024-05-31 09:40:41,568 - INFO -
469
+ Epoch 92
470
+ 2024-05-31 09:40:54,179 - INFO - [204800/436063] Loss : 0.4064
471
+ 2024-05-31 09:40:57,439 - INFO - [262144/436063] Loss : 0.4065
472
+ 2024-05-31 09:40:58,666 - INFO - Test loss : 0.2587
473
+ 2024-05-31 09:40:58,666 - INFO -
474
+ Epoch 93
475
+ 2024-05-31 09:41:11,433 - INFO - [204800/436063] Loss : 0.4057
476
+ 2024-05-31 09:41:14,739 - INFO - [262144/436063] Loss : 0.4062
477
+ 2024-05-31 09:41:15,958 - INFO - Test loss : 0.2732
478
+ 2024-05-31 09:41:15,958 - INFO -
479
+ Epoch 94
480
+ 2024-05-31 09:41:28,516 - INFO - [204800/436063] Loss : 0.4059
481
+ 2024-05-31 09:41:31,784 - INFO - [262144/436063] Loss : 0.4063
482
+ 2024-05-31 09:41:32,998 - INFO - Test loss : 0.2542
483
+ 2024-05-31 09:41:32,998 - INFO -
484
+ Epoch 95
485
+ 2024-05-31 09:41:45,661 - INFO - [204800/436063] Loss : 0.4048
486
+ 2024-05-31 09:41:48,855 - INFO - [262144/436063] Loss : 0.4055
487
+ 2024-05-31 09:41:50,077 - INFO - Test loss : 0.2680
488
+ 2024-05-31 09:41:50,077 - INFO -
489
+ Epoch 96
490
+ 2024-05-31 09:42:02,887 - INFO - [204800/436063] Loss : 0.4043
491
+ 2024-05-31 09:42:06,078 - INFO - [262144/436063] Loss : 0.4048
492
+ 2024-05-31 09:42:07,294 - INFO - Test loss : 0.2635
493
+ 2024-05-31 09:42:07,294 - INFO -
494
+ Epoch 97
495
+ 2024-05-31 09:42:20,034 - INFO - [204800/436063] Loss : 0.4045
496
+ 2024-05-31 09:42:23,305 - INFO - [262144/436063] Loss : 0.4049
497
+ 2024-05-31 09:42:24,440 - INFO - Test loss : 0.2586
498
+ 2024-05-31 09:42:24,440 - INFO -
499
+ Epoch 98
500
+ 2024-05-31 09:42:37,145 - INFO - [204800/436063] Loss : 0.4046
501
+ 2024-05-31 09:42:40,415 - INFO - [262144/436063] Loss : 0.4051
502
+ 2024-05-31 09:42:41,655 - INFO - Test loss : 0.2589
503
+ 2024-05-31 09:42:41,655 - INFO -
504
+ Epoch 99
505
+ 2024-05-31 09:42:54,538 - INFO - [204800/436063] Loss : 0.4044
506
+ 2024-05-31 09:42:57,900 - INFO - [262144/436063] Loss : 0.4043
507
+ 2024-05-31 09:42:59,164 - INFO - Test loss : 0.2659
508
+ 2024-05-31 09:42:59,164 - INFO - Saving output model to ../models/sphere2vec_dfs/model_inat_2018_Sphere2Vec-dfs_0.0100_8_0.0001000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
509
+ 2024-05-31 09:42:59,233 - INFO - Saving output model to ../models/sphere2vec_dfs/model_inat_2018_Sphere2Vec-dfs_0.0100_8_0.0001000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
510
+ 2024-05-31 09:42:59,499 - INFO -
511
+ No prior
512
+ 2024-05-31 09:42:59,758 - INFO - (24426,)
513
+ 2024-05-31 09:43:17,055 - INFO - Save results to ../eval_results/eval_inat_2018__val_no_prior.csv
514
+ 2024-05-31 09:43:17,055 - INFO - Split ID: 0
515
+ 2024-05-31 09:43:17,056 - INFO - Top 1 acc (%): 60.2
516
+ 2024-05-31 09:43:17,056 - INFO - Top 3 acc (%): 77.9
517
+ 2024-05-31 09:43:17,056 - INFO - Top 5 acc (%): 83.29
518
+ 2024-05-31 09:43:17,056 - INFO - Top 10 acc (%): 88.5
519
+ 2024-05-31 09:43:40,504 - INFO - Split ID: 0
520
+ 2024-05-31 09:43:40,504 - INFO - Top 1 hit (%): 72.19
521
+ 2024-05-31 09:43:40,504 - INFO - Top 3 hit (%): 86.88
522
+ 2024-05-31 09:43:40,504 - INFO - Top 5 hit (%): 90.25
523
+ 2024-05-31 09:43:40,505 - INFO - Top 10 hit (%): 93.49
524
+ 2024-05-31 09:43:40,510 - INFO -
525
+ Only Sphere2Vec-dfs
526
+ 2024-05-31 09:43:40,510 - INFO - Model : model_inat_2018_Sphere2Vec-dfs_0.0100_8_0.0001000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
527
+ 2024-05-31 09:43:41,050 - INFO - (24343,)
528
+ 2024-05-31 09:44:01,100 - INFO - Split ID: 0
529
+ 2024-05-31 09:44:01,109 - INFO - Top 1 LocEnc acc (%): 0.69
530
+ 2024-05-31 09:44:01,110 - INFO - Top 3 LocEnc acc (%): 1.86
531
+ 2024-05-31 09:44:01,110 - INFO - Top 5 LocEnc acc (%): 2.92
532
+ 2024-05-31 09:44:01,111 - INFO - Top 10 LocEnc acc (%): 5.41