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  1. data/model_nabirds_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0005000_1_512.log +342 -0
data/model_nabirds_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0005000_1_512.log ADDED
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1
+ 2024-05-23 02:01:00,292 - INFO -
2
+ num_classes 555
3
+ 2024-05-23 02:01:00,292 - INFO - num train 22599
4
+ 2024-05-23 02:01:00,292 - INFO - num val 1100
5
+ 2024-05-23 02:01:00,292 - INFO - train loss full_loss
6
+ 2024-05-23 02:01:00,292 - INFO - model name ../models/sphere2vec_sphereC/model_nabirds_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
7
+ 2024-05-23 02:01:00,292 - INFO - num users 5331
8
+ 2024-05-23 02:01:00,292 - INFO - meta data ebird_meta
9
+ 2024-05-23 02:01:00,496 - INFO -
10
+ Epoch 0
11
+ 2024-05-23 02:01:01,832 - INFO - [22528/22599] Loss : 1.9457
12
+ 2024-05-23 02:01:01,879 - INFO - Test loss : 0.8415
13
+ 2024-05-23 02:01:01,879 - INFO -
14
+ Epoch 1
15
+ 2024-05-23 02:01:03,035 - INFO - [22528/22599] Loss : 1.5565
16
+ 2024-05-23 02:01:03,083 - INFO - Test loss : 0.8202
17
+ 2024-05-23 02:01:03,083 - INFO -
18
+ Epoch 2
19
+ 2024-05-23 02:01:04,285 - INFO - [22528/22599] Loss : 1.3395
20
+ 2024-05-23 02:01:04,333 - INFO - Test loss : 0.7566
21
+ 2024-05-23 02:01:04,333 - INFO -
22
+ Epoch 3
23
+ 2024-05-23 02:01:05,495 - INFO - [22528/22599] Loss : 1.1986
24
+ 2024-05-23 02:01:05,543 - INFO - Test loss : 0.6781
25
+ 2024-05-23 02:01:05,543 - INFO -
26
+ Epoch 4
27
+ 2024-05-23 02:01:06,744 - INFO - [22528/22599] Loss : 1.1147
28
+ 2024-05-23 02:01:06,791 - INFO - Test loss : 0.6114
29
+ 2024-05-23 02:01:06,791 - INFO -
30
+ Epoch 5
31
+ 2024-05-23 02:01:07,992 - INFO - [22528/22599] Loss : 1.0614
32
+ 2024-05-23 02:01:08,039 - INFO - Test loss : 0.5756
33
+ 2024-05-23 02:01:08,039 - INFO -
34
+ Epoch 6
35
+ 2024-05-23 02:01:09,194 - INFO - [22528/22599] Loss : 1.0223
36
+ 2024-05-23 02:01:09,242 - INFO - Test loss : 0.5539
37
+ 2024-05-23 02:01:09,242 - INFO -
38
+ Epoch 7
39
+ 2024-05-23 02:01:10,443 - INFO - [22528/22599] Loss : 0.9969
40
+ 2024-05-23 02:01:10,491 - INFO - Test loss : 0.5413
41
+ 2024-05-23 02:01:10,491 - INFO -
42
+ Epoch 8
43
+ 2024-05-23 02:01:11,643 - INFO - [22528/22599] Loss : 0.9740
44
+ 2024-05-23 02:01:11,691 - INFO - Test loss : 0.5353
45
+ 2024-05-23 02:01:11,691 - INFO -
46
+ Epoch 9
47
+ 2024-05-23 02:01:12,906 - INFO - [22528/22599] Loss : 0.9504
48
+ 2024-05-23 02:01:12,953 - INFO - Test loss : 0.5240
49
+ 2024-05-23 02:01:12,953 - INFO -
50
+ Epoch 10
51
+ 2024-05-23 02:01:14,119 - INFO - [22528/22599] Loss : 0.9389
52
+ 2024-05-23 02:01:14,167 - INFO - Test loss : 0.5291
53
+ 2024-05-23 02:01:14,180 - INFO - (1100,)
54
+ 2024-05-23 02:01:14,225 - INFO - Split ID: 0
55
+ 2024-05-23 02:01:14,226 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 1.45
56
+ 2024-05-23 02:01:14,226 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 5.55
57
+ 2024-05-23 02:01:14,226 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 7.36
58
+ 2024-05-23 02:01:14,226 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 14.0
59
+ 2024-05-23 02:01:14,227 - INFO -
60
+ No prior
61
+ 2024-05-23 02:01:14,254 - INFO - (24633,)
62
+ 2024-05-23 02:01:14,937 - INFO - Split ID: 0
63
+ 2024-05-23 02:01:14,937 - INFO - Top 1 (Epoch 10)acc (%): 76.08
64
+ 2024-05-23 02:01:14,937 - INFO - Top 3 (Epoch 10)acc (%): 90.98
65
+ 2024-05-23 02:01:14,938 - INFO - Top 5 (Epoch 10)acc (%): 94.06
66
+ 2024-05-23 02:01:14,938 - INFO - Top 10 (Epoch 10)acc (%): 96.83
67
+ 2024-05-23 02:01:24,394 - INFO - Split ID: 0
68
+ 2024-05-23 02:01:24,394 - INFO - Top 1 (Epoch 10)acc (%): 81.09
69
+ 2024-05-23 02:01:24,394 - INFO - Top 3 (Epoch 10)acc (%): 93.38
70
+ 2024-05-23 02:01:24,394 - INFO - Top 5 (Epoch 10)acc (%): 95.76
71
+ 2024-05-23 02:01:24,394 - INFO - Top 10 (Epoch 10)acc (%): 97.81
72
+ 2024-05-23 02:01:24,395 - INFO -
73
+ Epoch 11
74
+ 2024-05-23 02:01:25,592 - INFO - [22528/22599] Loss : 0.9215
75
+ 2024-05-23 02:01:25,639 - INFO - Test loss : 0.5280
76
+ 2024-05-23 02:01:25,640 - INFO -
77
+ Epoch 12
78
+ 2024-05-23 02:01:26,791 - INFO - [22528/22599] Loss : 0.9082
79
+ 2024-05-23 02:01:26,838 - INFO - Test loss : 0.5294
80
+ 2024-05-23 02:01:26,838 - INFO -
81
+ Epoch 13
82
+ 2024-05-23 02:01:28,038 - INFO - [22528/22599] Loss : 0.8970
83
+ 2024-05-23 02:01:28,086 - INFO - Test loss : 0.5353
84
+ 2024-05-23 02:01:28,086 - INFO -
85
+ Epoch 14
86
+ 2024-05-23 02:01:29,295 - INFO - [22528/22599] Loss : 0.8846
87
+ 2024-05-23 02:01:29,342 - INFO - Test loss : 0.5425
88
+ 2024-05-23 02:01:29,343 - INFO -
89
+ Epoch 15
90
+ 2024-05-23 02:01:30,499 - INFO - [22528/22599] Loss : 0.8767
91
+ 2024-05-23 02:01:30,548 - INFO - Test loss : 0.5409
92
+ 2024-05-23 02:01:30,548 - INFO -
93
+ Epoch 16
94
+ 2024-05-23 02:01:31,747 - INFO - [22528/22599] Loss : 0.8672
95
+ 2024-05-23 02:01:31,794 - INFO - Test loss : 0.5522
96
+ 2024-05-23 02:01:31,795 - INFO -
97
+ Epoch 17
98
+ 2024-05-23 02:01:32,958 - INFO - [22528/22599] Loss : 0.8569
99
+ 2024-05-23 02:01:33,007 - INFO - Test loss : 0.5634
100
+ 2024-05-23 02:01:33,008 - INFO -
101
+ Epoch 18
102
+ 2024-05-23 02:01:34,233 - INFO - [22528/22599] Loss : 0.8505
103
+ 2024-05-23 02:01:34,280 - INFO - Test loss : 0.5588
104
+ 2024-05-23 02:01:34,280 - INFO -
105
+ Epoch 19
106
+ 2024-05-23 02:01:35,438 - INFO - [22528/22599] Loss : 0.8406
107
+ 2024-05-23 02:01:35,484 - INFO - Test loss : 0.5739
108
+ 2024-05-23 02:01:35,484 - INFO -
109
+ Epoch 20
110
+ 2024-05-23 02:01:36,691 - INFO - [22528/22599] Loss : 0.8313
111
+ 2024-05-23 02:01:36,746 - INFO - Test loss : 0.5724
112
+ 2024-05-23 02:01:36,755 - INFO - (1100,)
113
+ 2024-05-23 02:01:36,801 - INFO - Split ID: 0
114
+ 2024-05-23 02:01:36,801 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 2.09
115
+ 2024-05-23 02:01:36,801 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 6.27
116
+ 2024-05-23 02:01:36,801 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 9.36
117
+ 2024-05-23 02:01:36,802 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 16.73
118
+ 2024-05-23 02:01:36,802 - INFO -
119
+ No prior
120
+ 2024-05-23 02:01:36,830 - INFO - (24633,)
121
+ 2024-05-23 02:01:37,505 - INFO - Split ID: 0
122
+ 2024-05-23 02:01:37,505 - INFO - Top 1 (Epoch 20)acc (%): 76.08
123
+ 2024-05-23 02:01:37,505 - INFO - Top 3 (Epoch 20)acc (%): 90.98
124
+ 2024-05-23 02:01:37,505 - INFO - Top 5 (Epoch 20)acc (%): 94.06
125
+ 2024-05-23 02:01:37,505 - INFO - Top 10 (Epoch 20)acc (%): 96.83
126
+ 2024-05-23 02:01:46,919 - INFO - Split ID: 0
127
+ 2024-05-23 02:01:46,919 - INFO - Top 1 (Epoch 20)acc (%): 81.76
128
+ 2024-05-23 02:01:46,919 - INFO - Top 3 (Epoch 20)acc (%): 93.59
129
+ 2024-05-23 02:01:46,919 - INFO - Top 5 (Epoch 20)acc (%): 95.91
130
+ 2024-05-23 02:01:46,919 - INFO - Top 10 (Epoch 20)acc (%): 97.86
131
+ 2024-05-23 02:01:46,923 - INFO -
132
+ Epoch 21
133
+ 2024-05-23 02:01:48,087 - INFO - [22528/22599] Loss : 0.8258
134
+ 2024-05-23 02:01:48,134 - INFO - Test loss : 0.5787
135
+ 2024-05-23 02:01:48,134 - INFO -
136
+ Epoch 22
137
+ 2024-05-23 02:01:49,339 - INFO - [22528/22599] Loss : 0.8208
138
+ 2024-05-23 02:01:49,391 - INFO - Test loss : 0.5838
139
+ 2024-05-23 02:01:49,391 - INFO -
140
+ Epoch 23
141
+ 2024-05-23 02:01:50,618 - INFO - [22528/22599] Loss : 0.8139
142
+ 2024-05-23 02:01:50,665 - INFO - Test loss : 0.5889
143
+ 2024-05-23 02:01:50,666 - INFO -
144
+ Epoch 24
145
+ 2024-05-23 02:01:51,825 - INFO - [22528/22599] Loss : 0.8086
146
+ 2024-05-23 02:01:51,872 - INFO - Test loss : 0.6074
147
+ 2024-05-23 02:01:51,872 - INFO -
148
+ Epoch 25
149
+ 2024-05-23 02:01:53,095 - INFO - [22528/22599] Loss : 0.8011
150
+ 2024-05-23 02:01:53,142 - INFO - Test loss : 0.6020
151
+ 2024-05-23 02:01:53,142 - INFO -
152
+ Epoch 26
153
+ 2024-05-23 02:01:54,294 - INFO - [22528/22599] Loss : 0.7951
154
+ 2024-05-23 02:01:54,341 - INFO - Test loss : 0.6117
155
+ 2024-05-23 02:01:54,341 - INFO -
156
+ Epoch 27
157
+ 2024-05-23 02:01:55,563 - INFO - [22528/22599] Loss : 0.7892
158
+ 2024-05-23 02:01:55,610 - INFO - Test loss : 0.6352
159
+ 2024-05-23 02:01:55,610 - INFO -
160
+ Epoch 28
161
+ 2024-05-23 02:01:56,785 - INFO - [22528/22599] Loss : 0.7839
162
+ 2024-05-23 02:01:56,832 - INFO - Test loss : 0.6363
163
+ 2024-05-23 02:01:56,832 - INFO -
164
+ Epoch 29
165
+ 2024-05-23 02:01:58,040 - INFO - [22528/22599] Loss : 0.7771
166
+ 2024-05-23 02:01:58,088 - INFO - Test loss : 0.6463
167
+ 2024-05-23 02:01:58,088 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_nabirds_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
168
+ 2024-05-23 02:01:58,104 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_nabirds_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
169
+ 2024-05-23 02:01:58,144 - INFO -
170
+ No prior
171
+ 2024-05-23 02:01:58,175 - INFO - (24633,)
172
+ 2024-05-23 02:01:58,850 - INFO - Split ID: 0
173
+ 2024-05-23 02:01:58,851 - INFO - Top 1 acc (%): 76.08
174
+ 2024-05-23 02:01:58,851 - INFO - Top 3 acc (%): 90.98
175
+ 2024-05-23 02:01:58,851 - INFO - Top 5 acc (%): 94.06
176
+ 2024-05-23 02:01:58,851 - INFO - Top 10 acc (%): 96.83
177
+ 2024-05-23 02:02:08,299 - INFO - Split ID: 0
178
+ 2024-05-23 02:02:08,299 - INFO - Top 1 acc (%): 81.91
179
+ 2024-05-23 02:02:08,299 - INFO - Top 3 acc (%): 93.55
180
+ 2024-05-23 02:02:08,299 - INFO - Top 5 acc (%): 95.88
181
+ 2024-05-23 02:02:08,299 - INFO - Top 10 acc (%): 97.79
182
+ 2024-05-23 02:02:08,304 - INFO -
183
+ Sphere2Vec-sphereC
184
+ 2024-05-23 02:02:08,304 - INFO - Model : model_nabirds_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
185
+ 2024-05-23 02:02:08,322 - INFO - (1100,)
186
+ 2024-05-23 02:02:08,367 - INFO - Split ID: 0
187
+ 2024-05-23 02:02:08,379 - INFO - Top 1 LocEnc acc (%): 2.27
188
+ 2024-05-23 02:02:08,379 - INFO - Top 3 LocEnc acc (%): 7.18
189
+ 2024-05-23 02:02:08,379 - INFO - Top 5 LocEnc acc (%): 9.73
190
+ 2024-05-23 02:02:08,380 - INFO - Top 10 LocEnc acc (%): 17.73
191
+ 2024-05-27 13:51:32,540 - INFO -
192
+ num_classes 555
193
+ 2024-05-27 13:51:32,563 - INFO - num train 22599
194
+ 2024-05-27 13:51:32,564 - INFO - num val 1100
195
+ 2024-05-27 13:51:32,564 - INFO - train loss full_loss
196
+ 2024-05-27 13:51:32,564 - INFO - model name ../models/sphere2vec_sphereC/model_nabirds_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
197
+ 2024-05-27 13:51:32,564 - INFO - num users 5331
198
+ 2024-05-27 13:51:32,564 - INFO - meta data ebird_meta
199
+ 2024-05-27 13:51:32,789 - INFO -
200
+ Epoch 0
201
+ 2024-05-27 13:52:12,072 - INFO - [22528/22599] Loss : 1.9553
202
+ 2024-05-27 13:52:13,996 - INFO - Test loss : 0.8204
203
+ 2024-05-27 13:52:13,996 - INFO -
204
+ Epoch 1
205
+ 2024-05-27 13:52:52,855 - INFO - [22528/22599] Loss : 1.5634
206
+ 2024-05-27 13:52:54,823 - INFO - Test loss : 0.8143
207
+ 2024-05-27 13:52:54,823 - INFO -
208
+ Epoch 2
209
+ 2024-05-27 13:53:33,662 - INFO - [22528/22599] Loss : 1.3575
210
+ 2024-05-27 13:53:35,528 - INFO - Test loss : 0.7859
211
+ 2024-05-27 13:53:35,529 - INFO -
212
+ Epoch 3
213
+ 2024-05-27 13:54:14,508 - INFO - [22528/22599] Loss : 1.2206
214
+ 2024-05-27 13:54:16,372 - INFO - Test loss : 0.6991
215
+ 2024-05-27 13:54:16,372 - INFO -
216
+ Epoch 4
217
+ 2024-05-27 13:54:55,230 - INFO - [22528/22599] Loss : 1.1240
218
+ 2024-05-27 13:54:57,119 - INFO - Test loss : 0.6166
219
+ 2024-05-27 13:54:57,119 - INFO -
220
+ Epoch 5
221
+ 2024-05-27 13:55:36,268 - INFO - [22528/22599] Loss : 1.0676
222
+ 2024-05-27 13:55:38,048 - INFO - Test loss : 0.5679
223
+ 2024-05-27 13:55:38,048 - INFO -
224
+ Epoch 6
225
+ 2024-05-27 13:56:17,111 - INFO - [22528/22599] Loss : 1.0319
226
+ 2024-05-27 13:56:18,996 - INFO - Test loss : 0.5458
227
+ 2024-05-27 13:56:18,996 - INFO -
228
+ Epoch 7
229
+ 2024-05-27 13:56:58,039 - INFO - [22528/22599] Loss : 1.0006
230
+ 2024-05-27 13:56:59,938 - INFO - Test loss : 0.5277
231
+ 2024-05-27 13:56:59,939 - INFO -
232
+ Epoch 8
233
+ 2024-05-27 13:57:39,787 - INFO - [22528/22599] Loss : 0.9782
234
+ 2024-05-27 13:57:41,865 - INFO - Test loss : 0.5219
235
+ 2024-05-27 13:57:41,865 - INFO -
236
+ Epoch 9
237
+ 2024-05-27 13:58:21,286 - INFO - [22528/22599] Loss : 0.9584
238
+ 2024-05-27 13:58:23,234 - INFO - Test loss : 0.5197
239
+ 2024-05-27 13:58:23,234 - INFO -
240
+ Epoch 10
241
+ 2024-05-27 13:59:02,617 - INFO - [22528/22599] Loss : 0.9439
242
+ 2024-05-27 13:59:04,518 - INFO - Test loss : 0.5178
243
+ 2024-05-27 13:59:04,518 - INFO -
244
+ Epoch 11
245
+ 2024-05-27 13:59:43,872 - INFO - [22528/22599] Loss : 0.9275
246
+ 2024-05-27 13:59:45,739 - INFO - Test loss : 0.5208
247
+ 2024-05-27 13:59:45,739 - INFO -
248
+ Epoch 12
249
+ 2024-05-27 14:00:24,929 - INFO - [22528/22599] Loss : 0.9154
250
+ 2024-05-27 14:00:26,847 - INFO - Test loss : 0.5196
251
+ 2024-05-27 14:00:26,847 - INFO -
252
+ Epoch 13
253
+ 2024-05-27 14:01:06,298 - INFO - [22528/22599] Loss : 0.9048
254
+ 2024-05-27 14:01:08,178 - INFO - Test loss : 0.5168
255
+ 2024-05-27 14:01:08,178 - INFO -
256
+ Epoch 14
257
+ 2024-05-27 14:01:47,611 - INFO - [22528/22599] Loss : 0.8922
258
+ 2024-05-27 14:01:49,500 - INFO - Test loss : 0.5233
259
+ 2024-05-27 14:01:49,500 - INFO -
260
+ Epoch 15
261
+ 2024-05-27 14:02:29,172 - INFO - [22528/22599] Loss : 0.8821
262
+ 2024-05-27 14:02:31,088 - INFO - Test loss : 0.5332
263
+ 2024-05-27 14:02:31,088 - INFO -
264
+ Epoch 16
265
+ 2024-05-27 14:03:11,223 - INFO - [22528/22599] Loss : 0.8720
266
+ 2024-05-27 14:03:13,159 - INFO - Test loss : 0.5442
267
+ 2024-05-27 14:03:13,160 - INFO -
268
+ Epoch 17
269
+ 2024-05-27 14:03:52,826 - INFO - [22528/22599] Loss : 0.8656
270
+ 2024-05-27 14:03:54,737 - INFO - Test loss : 0.5430
271
+ 2024-05-27 14:03:54,738 - INFO -
272
+ Epoch 18
273
+ 2024-05-27 14:04:34,183 - INFO - [22528/22599] Loss : 0.8554
274
+ 2024-05-27 14:04:36,055 - INFO - Test loss : 0.5493
275
+ 2024-05-27 14:04:36,056 - INFO -
276
+ Epoch 19
277
+ 2024-05-27 14:05:15,466 - INFO - [22528/22599] Loss : 0.8482
278
+ 2024-05-27 14:05:17,444 - INFO - Test loss : 0.5613
279
+ 2024-05-27 14:05:17,444 - INFO -
280
+ Epoch 20
281
+ 2024-05-27 14:05:56,818 - INFO - [22528/22599] Loss : 0.8424
282
+ 2024-05-27 14:05:58,744 - INFO - Test loss : 0.5599
283
+ 2024-05-27 14:05:58,744 - INFO -
284
+ Epoch 21
285
+ 2024-05-27 14:06:38,685 - INFO - [22528/22599] Loss : 0.8350
286
+ 2024-05-27 14:06:40,584 - INFO - Test loss : 0.5637
287
+ 2024-05-27 14:06:40,584 - INFO -
288
+ Epoch 22
289
+ 2024-05-27 14:07:19,944 - INFO - [22528/22599] Loss : 0.8254
290
+ 2024-05-27 14:07:21,831 - INFO - Test loss : 0.5838
291
+ 2024-05-27 14:07:21,831 - INFO -
292
+ Epoch 23
293
+ 2024-05-27 14:08:01,194 - INFO - [22528/22599] Loss : 0.8203
294
+ 2024-05-27 14:08:03,068 - INFO - Test loss : 0.5841
295
+ 2024-05-27 14:08:03,068 - INFO -
296
+ Epoch 24
297
+ 2024-05-27 14:08:42,409 - INFO - [22528/22599] Loss : 0.8131
298
+ 2024-05-27 14:08:44,339 - INFO - Test loss : 0.5946
299
+ 2024-05-27 14:08:44,339 - INFO -
300
+ Epoch 25
301
+ 2024-05-27 14:09:23,552 - INFO - [22528/22599] Loss : 0.8068
302
+ 2024-05-27 14:09:25,424 - INFO - Test loss : 0.6050
303
+ 2024-05-27 14:09:25,424 - INFO -
304
+ Epoch 26
305
+ 2024-05-27 14:10:04,777 - INFO - [22528/22599] Loss : 0.8001
306
+ 2024-05-27 14:10:06,668 - INFO - Test loss : 0.6081
307
+ 2024-05-27 14:10:06,668 - INFO -
308
+ Epoch 27
309
+ 2024-05-27 14:10:45,872 - INFO - [22528/22599] Loss : 0.7954
310
+ 2024-05-27 14:10:47,772 - INFO - Test loss : 0.6135
311
+ 2024-05-27 14:10:47,772 - INFO -
312
+ Epoch 28
313
+ 2024-05-27 14:11:27,009 - INFO - [22528/22599] Loss : 0.7900
314
+ 2024-05-27 14:11:29,000 - INFO - Test loss : 0.6328
315
+ 2024-05-27 14:11:29,000 - INFO -
316
+ Epoch 29
317
+ 2024-05-27 14:12:08,262 - INFO - [22528/22599] Loss : 0.7838
318
+ 2024-05-27 14:12:10,135 - INFO - Test loss : 0.6343
319
+ 2024-05-27 14:12:10,135 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_nabirds_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
320
+ 2024-05-27 14:12:10,241 - INFO - Saving output model to ../models/sphere2vec_sphereC/model_nabirds_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
321
+ 2024-05-27 14:12:10,287 - INFO -
322
+ No prior
323
+ 2024-05-27 14:12:10,317 - INFO - (24633,)
324
+ 2024-05-27 14:12:11,053 - INFO - Split ID: 0
325
+ 2024-05-27 14:12:11,053 - INFO - Top 1 acc (%): 76.08
326
+ 2024-05-27 14:12:11,054 - INFO - Top 3 acc (%): 90.98
327
+ 2024-05-27 14:12:11,054 - INFO - Top 5 acc (%): 94.06
328
+ 2024-05-27 14:12:11,054 - INFO - Top 10 acc (%): 96.83
329
+ 2024-05-27 14:13:07,523 - INFO - Split ID: 0
330
+ 2024-05-27 14:13:07,523 - INFO - Top 1 acc (%): 81.87
331
+ 2024-05-27 14:13:07,523 - INFO - Top 3 acc (%): 93.51
332
+ 2024-05-27 14:13:07,523 - INFO - Top 5 acc (%): 95.91
333
+ 2024-05-27 14:13:07,523 - INFO - Top 10 acc (%): 97.8
334
+ 2024-05-27 14:13:07,529 - INFO -
335
+ Only Sphere2Vec-sphereC
336
+ 2024-05-27 14:13:07,529 - INFO - Model : model_nabirds_ebird_meta_Sphere2Vec-sphereC_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
337
+ 2024-05-27 14:13:07,565 - INFO - (1100,)
338
+ 2024-05-27 14:13:07,622 - INFO - Split ID: 0
339
+ 2024-05-27 14:13:07,623 - INFO - Top 1 LocEnc acc (%): 3.18
340
+ 2024-05-27 14:13:07,624 - INFO - Top 3 LocEnc acc (%): 7.36
341
+ 2024-05-27 14:13:07,624 - INFO - Top 5 LocEnc acc (%): 11.45
342
+ 2024-05-27 14:13:07,624 - INFO - Top 10 LocEnc acc (%): 18.45