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Upload data/model_nabirds_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.log with huggingface_hub

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  1. data/model_nabirds_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.log +226 -0
data/model_nabirds_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.log ADDED
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1
+ 2024-05-24 02:41:19,566 - INFO -
2
+ num_classes 555
3
+ 2024-05-24 02:41:19,566 - INFO - num train 22599
4
+ 2024-05-24 02:41:19,566 - INFO - num val 1100
5
+ 2024-05-24 02:41:19,567 - INFO - train loss full_loss
6
+ 2024-05-24 02:41:19,567 - INFO - model name ../models/sphere2vec_sphereCplus/model_nabirds_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
7
+ 2024-05-24 02:41:19,567 - INFO - num users 5331
8
+ 2024-05-24 02:41:19,567 - INFO - meta data ebird_meta
9
+ 2024-05-24 02:41:19,769 - INFO -
10
+ Epoch 0
11
+ 2024-05-24 02:41:48,370 - INFO - [22528/22599] Loss : 1.9337
12
+ 2024-05-24 02:41:49,715 - INFO - Test loss : 0.8114
13
+ 2024-05-24 02:41:49,715 - INFO -
14
+ Epoch 1
15
+ 2024-05-24 02:42:17,612 - INFO - [22528/22599] Loss : 1.5039
16
+ 2024-05-24 02:42:18,958 - INFO - Test loss : 0.8117
17
+ 2024-05-24 02:42:18,958 - INFO -
18
+ Epoch 2
19
+ 2024-05-24 02:42:46,848 - INFO - [22528/22599] Loss : 1.3055
20
+ 2024-05-24 02:42:48,181 - INFO - Test loss : 0.7650
21
+ 2024-05-24 02:42:48,181 - INFO -
22
+ Epoch 3
23
+ 2024-05-24 02:43:16,033 - INFO - [22528/22599] Loss : 1.1860
24
+ 2024-05-24 02:43:17,377 - INFO - Test loss : 0.6637
25
+ 2024-05-24 02:43:17,377 - INFO -
26
+ Epoch 4
27
+ 2024-05-24 02:43:45,243 - INFO - [22528/22599] Loss : 1.1087
28
+ 2024-05-24 02:43:46,593 - INFO - Test loss : 0.6042
29
+ 2024-05-24 02:43:46,593 - INFO -
30
+ Epoch 5
31
+ 2024-05-24 02:44:14,472 - INFO - [22528/22599] Loss : 1.0605
32
+ 2024-05-24 02:44:15,820 - INFO - Test loss : 0.5601
33
+ 2024-05-24 02:44:15,820 - INFO -
34
+ Epoch 6
35
+ 2024-05-24 02:44:43,631 - INFO - [22528/22599] Loss : 1.0246
36
+ 2024-05-24 02:44:44,977 - INFO - Test loss : 0.5469
37
+ 2024-05-24 02:44:44,978 - INFO -
38
+ Epoch 7
39
+ 2024-05-24 02:45:12,904 - INFO - [22528/22599] Loss : 0.9967
40
+ 2024-05-24 02:45:14,252 - INFO - Test loss : 0.5346
41
+ 2024-05-24 02:45:14,253 - INFO -
42
+ Epoch 8
43
+ 2024-05-24 02:45:42,117 - INFO - [22528/22599] Loss : 0.9699
44
+ 2024-05-24 02:45:43,464 - INFO - Test loss : 0.5256
45
+ 2024-05-24 02:45:43,464 - INFO -
46
+ Epoch 9
47
+ 2024-05-24 02:46:11,416 - INFO - [22528/22599] Loss : 0.9495
48
+ 2024-05-24 02:46:12,764 - INFO - Test loss : 0.5203
49
+ 2024-05-24 02:46:12,764 - INFO -
50
+ Epoch 10
51
+ 2024-05-24 02:46:40,567 - INFO - [22528/22599] Loss : 0.9333
52
+ 2024-05-24 02:46:41,924 - INFO - Test loss : 0.5124
53
+ 2024-05-24 02:46:41,940 - INFO - (1100,)
54
+ 2024-05-24 02:46:41,986 - INFO - Split ID: 0
55
+ 2024-05-24 02:46:41,987 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 2.0
56
+ 2024-05-24 02:46:41,987 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 4.73
57
+ 2024-05-24 02:46:41,987 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 7.64
58
+ 2024-05-24 02:46:41,987 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 13.18
59
+ 2024-05-24 02:46:41,987 - INFO -
60
+ No prior
61
+ 2024-05-24 02:46:42,015 - INFO - (24633,)
62
+ 2024-05-24 02:46:42,694 - INFO - Split ID: 0
63
+ 2024-05-24 02:46:42,694 - INFO - Top 1 (Epoch 10)acc (%): 76.08
64
+ 2024-05-24 02:46:42,695 - INFO - Top 3 (Epoch 10)acc (%): 90.98
65
+ 2024-05-24 02:46:42,695 - INFO - Top 5 (Epoch 10)acc (%): 94.06
66
+ 2024-05-24 02:46:42,695 - INFO - Top 10 (Epoch 10)acc (%): 96.83
67
+ 2024-05-24 02:47:22,783 - INFO - Split ID: 0
68
+ 2024-05-24 02:47:22,783 - INFO - Top 1 (Epoch 10)acc (%): 81.11
69
+ 2024-05-24 02:47:22,784 - INFO - Top 3 (Epoch 10)acc (%): 93.33
70
+ 2024-05-24 02:47:22,784 - INFO - Top 5 (Epoch 10)acc (%): 95.7
71
+ 2024-05-24 02:47:22,784 - INFO - Top 10 (Epoch 10)acc (%): 97.8
72
+ 2024-05-24 02:47:22,784 - INFO -
73
+ Epoch 11
74
+ 2024-05-24 02:47:50,739 - INFO - [22528/22599] Loss : 0.9161
75
+ 2024-05-24 02:47:52,086 - INFO - Test loss : 0.5198
76
+ 2024-05-24 02:47:52,086 - INFO -
77
+ Epoch 12
78
+ 2024-05-24 02:48:19,873 - INFO - [22528/22599] Loss : 0.9010
79
+ 2024-05-24 02:48:21,225 - INFO - Test loss : 0.5255
80
+ 2024-05-24 02:48:21,226 - INFO -
81
+ Epoch 13
82
+ 2024-05-24 02:48:49,144 - INFO - [22528/22599] Loss : 0.8895
83
+ 2024-05-24 02:48:50,487 - INFO - Test loss : 0.5287
84
+ 2024-05-24 02:48:50,487 - INFO -
85
+ Epoch 14
86
+ 2024-05-24 02:49:18,317 - INFO - [22528/22599] Loss : 0.8741
87
+ 2024-05-24 02:49:19,661 - INFO - Test loss : 0.5308
88
+ 2024-05-24 02:49:19,661 - INFO -
89
+ Epoch 15
90
+ 2024-05-24 02:49:47,534 - INFO - [22528/22599] Loss : 0.8646
91
+ 2024-05-24 02:49:48,882 - INFO - Test loss : 0.5398
92
+ 2024-05-24 02:49:48,883 - INFO -
93
+ Epoch 16
94
+ 2024-05-24 02:50:16,790 - INFO - [22528/22599] Loss : 0.8529
95
+ 2024-05-24 02:50:18,138 - INFO - Test loss : 0.5517
96
+ 2024-05-24 02:50:18,138 - INFO -
97
+ Epoch 17
98
+ 2024-05-24 02:50:46,154 - INFO - [22528/22599] Loss : 0.8451
99
+ 2024-05-24 02:50:47,520 - INFO - Test loss : 0.5557
100
+ 2024-05-24 02:50:47,520 - INFO -
101
+ Epoch 18
102
+ 2024-05-24 02:51:15,533 - INFO - [22528/22599] Loss : 0.8338
103
+ 2024-05-24 02:51:16,879 - INFO - Test loss : 0.5801
104
+ 2024-05-24 02:51:16,880 - INFO -
105
+ Epoch 19
106
+ 2024-05-24 02:51:44,747 - INFO - [22528/22599] Loss : 0.8270
107
+ 2024-05-24 02:51:46,089 - INFO - Test loss : 0.5780
108
+ 2024-05-24 02:51:46,090 - INFO -
109
+ Epoch 20
110
+ 2024-05-24 02:52:13,973 - INFO - [22528/22599] Loss : 0.8147
111
+ 2024-05-24 02:52:15,326 - INFO - Test loss : 0.5950
112
+ 2024-05-24 02:52:15,339 - INFO - (1100,)
113
+ 2024-05-24 02:52:15,384 - INFO - Split ID: 0
114
+ 2024-05-24 02:52:15,385 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 2.91
115
+ 2024-05-24 02:52:15,385 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 6.73
116
+ 2024-05-24 02:52:15,385 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 11.09
117
+ 2024-05-24 02:52:15,385 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 17.0
118
+ 2024-05-24 02:52:15,386 - INFO -
119
+ No prior
120
+ 2024-05-24 02:52:15,412 - INFO - (24633,)
121
+ 2024-05-24 02:52:16,093 - INFO - Split ID: 0
122
+ 2024-05-24 02:52:16,093 - INFO - Top 1 (Epoch 20)acc (%): 76.08
123
+ 2024-05-24 02:52:16,093 - INFO - Top 3 (Epoch 20)acc (%): 90.98
124
+ 2024-05-24 02:52:16,093 - INFO - Top 5 (Epoch 20)acc (%): 94.06
125
+ 2024-05-24 02:52:16,093 - INFO - Top 10 (Epoch 20)acc (%): 96.83
126
+ 2024-05-24 02:52:56,196 - INFO - Split ID: 0
127
+ 2024-05-24 02:52:56,196 - INFO - Top 1 (Epoch 20)acc (%): 81.85
128
+ 2024-05-24 02:52:56,196 - INFO - Top 3 (Epoch 20)acc (%): 93.58
129
+ 2024-05-24 02:52:56,196 - INFO - Top 5 (Epoch 20)acc (%): 95.92
130
+ 2024-05-24 02:52:56,196 - INFO - Top 10 (Epoch 20)acc (%): 97.83
131
+ 2024-05-24 02:52:56,200 - INFO -
132
+ Epoch 21
133
+ 2024-05-24 02:53:24,077 - INFO - [22528/22599] Loss : 0.8064
134
+ 2024-05-24 02:53:25,426 - INFO - Test loss : 0.5961
135
+ 2024-05-24 02:53:25,426 - INFO -
136
+ Epoch 22
137
+ 2024-05-24 02:53:53,283 - INFO - [22528/22599] Loss : 0.7998
138
+ 2024-05-24 02:53:54,630 - INFO - Test loss : 0.6162
139
+ 2024-05-24 02:53:54,630 - INFO -
140
+ Epoch 23
141
+ 2024-05-24 02:54:22,555 - INFO - [22528/22599] Loss : 0.7926
142
+ 2024-05-24 02:54:23,900 - INFO - Test loss : 0.6187
143
+ 2024-05-24 02:54:23,901 - INFO -
144
+ Epoch 24
145
+ 2024-05-24 02:54:51,757 - INFO - [22528/22599] Loss : 0.7838
146
+ 2024-05-24 02:54:53,110 - INFO - Test loss : 0.6332
147
+ 2024-05-24 02:54:53,110 - INFO -
148
+ Epoch 25
149
+ 2024-05-24 02:55:21,071 - INFO - [22528/22599] Loss : 0.7800
150
+ 2024-05-24 02:55:22,422 - INFO - Test loss : 0.6315
151
+ 2024-05-24 02:55:22,422 - INFO -
152
+ Epoch 26
153
+ 2024-05-24 02:55:50,412 - INFO - [22528/22599] Loss : 0.7725
154
+ 2024-05-24 02:55:51,770 - INFO - Test loss : 0.6517
155
+ 2024-05-24 02:55:51,771 - INFO -
156
+ Epoch 27
157
+ 2024-05-24 02:56:19,839 - INFO - [22528/22599] Loss : 0.7626
158
+ 2024-05-24 02:56:21,186 - INFO - Test loss : 0.6601
159
+ 2024-05-24 02:56:21,186 - INFO -
160
+ Epoch 28
161
+ 2024-05-24 02:56:48,988 - INFO - [22528/22599] Loss : 0.7601
162
+ 2024-05-24 02:56:50,336 - INFO - Test loss : 0.6610
163
+ 2024-05-24 02:56:50,336 - INFO -
164
+ Epoch 29
165
+ 2024-05-24 02:57:18,222 - INFO - [22528/22599] Loss : 0.7526
166
+ 2024-05-24 02:57:19,573 - INFO - Test loss : 0.6768
167
+ 2024-05-24 02:57:19,573 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_nabirds_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
168
+ 2024-05-24 02:57:19,590 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_nabirds_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
169
+ 2024-05-24 02:57:19,640 - INFO -
170
+ No prior
171
+ 2024-05-24 02:57:19,668 - INFO - (24633,)
172
+ 2024-05-24 02:57:20,347 - INFO - Split ID: 0
173
+ 2024-05-24 02:57:20,348 - INFO - Top 1 acc (%): 76.08
174
+ 2024-05-24 02:57:20,348 - INFO - Top 3 acc (%): 90.98
175
+ 2024-05-24 02:57:20,348 - INFO - Top 5 acc (%): 94.06
176
+ 2024-05-24 02:57:20,348 - INFO - Top 10 acc (%): 96.83
177
+ 2024-05-24 02:58:00,444 - INFO - Split ID: 0
178
+ 2024-05-24 02:58:00,444 - INFO - Top 1 acc (%): 81.91
179
+ 2024-05-24 02:58:00,444 - INFO - Top 3 acc (%): 93.59
180
+ 2024-05-24 02:58:00,444 - INFO - Top 5 acc (%): 95.92
181
+ 2024-05-24 02:58:00,444 - INFO - Top 10 acc (%): 97.79
182
+ 2024-05-24 02:58:00,449 - INFO -
183
+ Sphere2Vec-sphereC+
184
+ 2024-05-24 02:58:00,449 - INFO - Model : model_nabirds_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
185
+ 2024-05-24 02:58:00,478 - INFO - (1100,)
186
+ 2024-05-24 02:58:00,523 - INFO - Split ID: 0
187
+ 2024-05-24 02:58:00,524 - INFO - Top 1 LocEnc acc (%): 3.18
188
+ 2024-05-24 02:58:00,524 - INFO - Top 3 LocEnc acc (%): 8.64
189
+ 2024-05-24 02:58:00,524 - INFO - Top 5 LocEnc acc (%): 11.91
190
+ 2024-05-24 02:58:00,524 - INFO - Top 10 LocEnc acc (%): 18.27
191
+ 2024-05-30 19:21:05,253 - INFO -
192
+ num_classes 555
193
+ 2024-05-30 19:21:05,270 - INFO - num train 22599
194
+ 2024-05-30 19:21:05,270 - INFO - num val 1100
195
+ 2024-05-30 19:21:05,270 - INFO - train loss full_loss
196
+ 2024-05-30 19:21:05,270 - INFO - model name ../models/sphere2vec_sphereCplus/model_nabirds_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
197
+ 2024-05-30 19:21:05,270 - INFO - num users 5331
198
+ 2024-05-30 19:21:05,270 - INFO - meta data ebird_meta
199
+ 2024-05-30 19:21:05,447 - INFO -
200
+ Only Sphere2Vec-sphereC+
201
+ 2024-05-30 19:21:05,447 - INFO - Model : model_nabirds_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
202
+ 2024-05-30 19:21:05,582 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_nabirds_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
203
+ 2024-05-30 19:21:05,644 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_nabirds_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
204
+ 2024-05-30 19:21:05,692 - INFO -
205
+ No prior
206
+ 2024-05-30 19:21:05,723 - INFO - (24633,)
207
+ 2024-05-30 19:21:07,168 - INFO - Save results to ../eval_results/eval_nabirds_ebird_meta_test_no_prior.csv
208
+ 2024-05-30 19:21:07,168 - INFO - Split ID: 0
209
+ 2024-05-30 19:21:07,168 - INFO - Top 1 acc (%): 76.08
210
+ 2024-05-30 19:21:07,169 - INFO - Top 3 acc (%): 90.98
211
+ 2024-05-30 19:21:07,169 - INFO - Top 5 acc (%): 94.06
212
+ 2024-05-30 19:21:07,169 - INFO - Top 10 acc (%): 96.83
213
+ 2024-05-30 19:21:25,959 - INFO - Split ID: 0
214
+ 2024-05-30 19:21:25,959 - INFO - Top 1 hit (%): 81.91
215
+ 2024-05-30 19:21:25,959 - INFO - Top 3 hit (%): 93.59
216
+ 2024-05-30 19:21:25,959 - INFO - Top 5 hit (%): 95.92
217
+ 2024-05-30 19:21:25,959 - INFO - Top 10 hit (%): 97.79
218
+ 2024-05-30 19:21:25,965 - INFO -
219
+ Only Sphere2Vec-sphereC+
220
+ 2024-05-30 19:21:25,965 - INFO - Model : model_nabirds_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
221
+ 2024-05-30 19:21:25,997 - INFO - (1100,)
222
+ 2024-05-30 19:21:26,041 - INFO - Split ID: 0
223
+ 2024-05-30 19:21:26,041 - INFO - Top 1 LocEnc acc (%): 3.18
224
+ 2024-05-30 19:21:26,041 - INFO - Top 3 LocEnc acc (%): 8.64
225
+ 2024-05-30 19:21:26,041 - INFO - Top 5 LocEnc acc (%): 11.91
226
+ 2024-05-30 19:21:26,042 - INFO - Top 10 LocEnc acc (%): 18.27