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Upload data/model_nabirds_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_32_0.0010000_1_512.log with huggingface_hub

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  1. data/model_nabirds_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_32_0.0010000_1_512.log +190 -0
data/model_nabirds_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_32_0.0010000_1_512.log ADDED
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+ 2024-05-24 05:33:18,212 - INFO -
2
+ num_classes 555
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+ 2024-05-24 05:33:18,212 - INFO - num train 22599
4
+ 2024-05-24 05:33:18,212 - INFO - num val 1100
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+ 2024-05-24 05:33:18,212 - INFO - train loss full_loss
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+ 2024-05-24 05:33:18,212 - INFO - model name ../models/sphere2vec_sphereM/model_nabirds_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_32_0.0010000_1_512.pth.tar
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+ 2024-05-24 05:33:18,212 - INFO - num users 5331
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+ 2024-05-24 05:33:18,212 - INFO - meta data ebird_meta
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+ 2024-05-24 05:33:18,468 - INFO -
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+ Epoch 0
11
+ 2024-05-24 05:33:27,844 - INFO - [22528/22599] Loss : 1.9045
12
+ 2024-05-24 05:33:28,514 - INFO - Test loss : 0.7827
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+ 2024-05-24 05:33:28,514 - INFO -
14
+ Epoch 1
15
+ 2024-05-24 05:33:38,155 - INFO - [22528/22599] Loss : 1.4307
16
+ 2024-05-24 05:33:38,527 - INFO - Test loss : 0.7593
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+ 2024-05-24 05:33:38,527 - INFO -
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+ Epoch 2
19
+ 2024-05-24 05:33:48,211 - INFO - [22528/22599] Loss : 1.2592
20
+ 2024-05-24 05:33:48,520 - INFO - Test loss : 0.7286
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+ 2024-05-24 05:33:48,520 - INFO -
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+ Epoch 3
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+ 2024-05-24 05:33:58,389 - INFO - [22528/22599] Loss : 1.1521
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+ 2024-05-24 05:33:58,717 - INFO - Test loss : 0.6304
25
+ 2024-05-24 05:33:58,717 - INFO -
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+ Epoch 4
27
+ 2024-05-24 05:34:08,179 - INFO - [22528/22599] Loss : 1.0854
28
+ 2024-05-24 05:34:08,619 - INFO - Test loss : 0.5708
29
+ 2024-05-24 05:34:08,619 - INFO -
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+ Epoch 5
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+ 2024-05-24 05:34:18,051 - INFO - [22528/22599] Loss : 1.0481
32
+ 2024-05-24 05:34:18,532 - INFO - Test loss : 0.5385
33
+ 2024-05-24 05:34:18,533 - INFO -
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+ Epoch 6
35
+ 2024-05-24 05:34:28,259 - INFO - [22528/22599] Loss : 1.0197
36
+ 2024-05-24 05:34:28,971 - INFO - Test loss : 0.5233
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+ 2024-05-24 05:34:28,971 - INFO -
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+ Epoch 7
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+ 2024-05-24 05:34:37,922 - INFO - [22528/22599] Loss : 0.9999
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+ 2024-05-24 05:34:38,548 - INFO - Test loss : 0.5129
41
+ 2024-05-24 05:34:38,548 - INFO -
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+ Epoch 8
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+ 2024-05-24 05:34:48,162 - INFO - [22528/22599] Loss : 0.9779
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+ 2024-05-24 05:34:48,747 - INFO - Test loss : 0.5070
45
+ 2024-05-24 05:34:48,747 - INFO -
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+ Epoch 9
47
+ 2024-05-24 05:34:58,817 - INFO - [22528/22599] Loss : 0.9568
48
+ 2024-05-24 05:34:59,254 - INFO - Test loss : 0.5116
49
+ 2024-05-24 05:34:59,254 - INFO -
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+ Epoch 10
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+ 2024-05-24 05:35:08,936 - INFO - [22528/22599] Loss : 0.9437
52
+ 2024-05-24 05:35:09,547 - INFO - Test loss : 0.4990
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+ 2024-05-24 05:35:09,558 - INFO - (1100,)
54
+ 2024-05-24 05:35:09,605 - INFO - Split ID: 0
55
+ 2024-05-24 05:35:09,606 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 1.45
56
+ 2024-05-24 05:35:09,606 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 5.18
57
+ 2024-05-24 05:35:09,606 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 8.18
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+ 2024-05-24 05:35:09,606 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 13.18
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+ 2024-05-24 05:35:09,606 - INFO -
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+ No prior
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+ 2024-05-24 05:35:09,634 - INFO - (24633,)
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+ 2024-05-24 05:35:10,327 - INFO - Split ID: 0
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+ 2024-05-24 05:35:10,327 - INFO - Top 1 (Epoch 10)acc (%): 76.08
64
+ 2024-05-24 05:35:10,327 - INFO - Top 3 (Epoch 10)acc (%): 90.98
65
+ 2024-05-24 05:35:10,327 - INFO - Top 5 (Epoch 10)acc (%): 94.06
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+ 2024-05-24 05:35:10,327 - INFO - Top 10 (Epoch 10)acc (%): 96.83
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+ 2024-05-24 05:35:29,442 - INFO - Split ID: 0
68
+ 2024-05-24 05:35:29,443 - INFO - Top 1 (Epoch 10)acc (%): 81.18
69
+ 2024-05-24 05:35:29,443 - INFO - Top 3 (Epoch 10)acc (%): 93.3
70
+ 2024-05-24 05:35:29,443 - INFO - Top 5 (Epoch 10)acc (%): 95.76
71
+ 2024-05-24 05:35:29,443 - INFO - Top 10 (Epoch 10)acc (%): 97.87
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+ 2024-05-24 05:35:29,443 - INFO -
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+ Epoch 11
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+ 2024-05-24 05:35:39,487 - INFO - [22528/22599] Loss : 0.9275
75
+ 2024-05-24 05:35:39,918 - INFO - Test loss : 0.5097
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+ 2024-05-24 05:35:39,918 - INFO -
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+ Epoch 12
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+ 2024-05-24 05:35:49,542 - INFO - [22528/22599] Loss : 0.9161
79
+ 2024-05-24 05:35:49,868 - INFO - Test loss : 0.5094
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+ 2024-05-24 05:35:49,868 - INFO -
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+ Epoch 13
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+ 2024-05-24 05:35:59,551 - INFO - [22528/22599] Loss : 0.9035
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+ 2024-05-24 05:35:59,882 - INFO - Test loss : 0.5122
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+ 2024-05-24 05:35:59,882 - INFO -
85
+ Epoch 14
86
+ 2024-05-24 05:36:10,318 - INFO - [22528/22599] Loss : 0.8986
87
+ 2024-05-24 05:36:10,893 - INFO - Test loss : 0.5144
88
+ 2024-05-24 05:36:10,893 - INFO -
89
+ Epoch 15
90
+ 2024-05-24 05:36:20,486 - INFO - [22528/22599] Loss : 0.8862
91
+ 2024-05-24 05:36:20,917 - INFO - Test loss : 0.5209
92
+ 2024-05-24 05:36:20,917 - INFO -
93
+ Epoch 16
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+ 2024-05-24 05:36:30,807 - INFO - [22528/22599] Loss : 0.8787
95
+ 2024-05-24 05:36:31,225 - INFO - Test loss : 0.5296
96
+ 2024-05-24 05:36:31,225 - INFO -
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+ Epoch 17
98
+ 2024-05-24 05:36:41,087 - INFO - [22528/22599] Loss : 0.8699
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+ 2024-05-24 05:36:41,463 - INFO - Test loss : 0.5366
100
+ 2024-05-24 05:36:41,463 - INFO -
101
+ Epoch 18
102
+ 2024-05-24 05:36:50,851 - INFO - [22528/22599] Loss : 0.8646
103
+ 2024-05-24 05:36:51,237 - INFO - Test loss : 0.5357
104
+ 2024-05-24 05:36:51,237 - INFO -
105
+ Epoch 19
106
+ 2024-05-24 05:37:00,686 - INFO - [22528/22599] Loss : 0.8523
107
+ 2024-05-24 05:37:01,073 - INFO - Test loss : 0.5439
108
+ 2024-05-24 05:37:01,073 - INFO -
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+ Epoch 20
110
+ 2024-05-24 05:37:11,243 - INFO - [22528/22599] Loss : 0.8445
111
+ 2024-05-24 05:37:11,723 - INFO - Test loss : 0.5594
112
+ 2024-05-24 05:37:11,742 - INFO - (1100,)
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+ 2024-05-24 05:37:12,148 - INFO - Split ID: 0
114
+ 2024-05-24 05:37:12,149 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 2.55
115
+ 2024-05-24 05:37:12,149 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 7.09
116
+ 2024-05-24 05:37:12,149 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 9.64
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+ 2024-05-24 05:37:12,149 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 15.82
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+ 2024-05-24 05:37:12,149 - INFO -
119
+ No prior
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+ 2024-05-24 05:37:12,310 - INFO - (24633,)
121
+ 2024-05-24 05:37:15,181 - INFO - Split ID: 0
122
+ 2024-05-24 05:37:15,182 - INFO - Top 1 (Epoch 20)acc (%): 76.08
123
+ 2024-05-24 05:37:15,182 - INFO - Top 3 (Epoch 20)acc (%): 90.98
124
+ 2024-05-24 05:37:15,182 - INFO - Top 5 (Epoch 20)acc (%): 94.06
125
+ 2024-05-24 05:37:15,182 - INFO - Top 10 (Epoch 20)acc (%): 96.83
126
+ 2024-05-24 05:37:34,455 - INFO - Split ID: 0
127
+ 2024-05-24 05:37:34,455 - INFO - Top 1 (Epoch 20)acc (%): 81.71
128
+ 2024-05-24 05:37:34,455 - INFO - Top 3 (Epoch 20)acc (%): 93.6
129
+ 2024-05-24 05:37:34,455 - INFO - Top 5 (Epoch 20)acc (%): 95.85
130
+ 2024-05-24 05:37:34,455 - INFO - Top 10 (Epoch 20)acc (%): 97.84
131
+ 2024-05-24 05:37:34,461 - INFO -
132
+ Epoch 21
133
+ 2024-05-24 05:37:43,785 - INFO - [22528/22599] Loss : 0.8389
134
+ 2024-05-24 05:37:44,248 - INFO - Test loss : 0.5643
135
+ 2024-05-24 05:37:44,248 - INFO -
136
+ Epoch 22
137
+ 2024-05-24 05:37:54,287 - INFO - [22528/22599] Loss : 0.8366
138
+ 2024-05-24 05:37:54,951 - INFO - Test loss : 0.5788
139
+ 2024-05-24 05:37:54,951 - INFO -
140
+ Epoch 23
141
+ 2024-05-24 05:38:04,565 - INFO - [22528/22599] Loss : 0.8296
142
+ 2024-05-24 05:38:05,035 - INFO - Test loss : 0.5826
143
+ 2024-05-24 05:38:05,035 - INFO -
144
+ Epoch 24
145
+ 2024-05-24 05:38:14,164 - INFO - [22528/22599] Loss : 0.8195
146
+ 2024-05-24 05:38:14,794 - INFO - Test loss : 0.5902
147
+ 2024-05-24 05:38:14,794 - INFO -
148
+ Epoch 25
149
+ 2024-05-24 05:38:23,964 - INFO - [22528/22599] Loss : 0.8161
150
+ 2024-05-24 05:38:24,682 - INFO - Test loss : 0.6070
151
+ 2024-05-24 05:38:24,682 - INFO -
152
+ Epoch 26
153
+ 2024-05-24 05:38:34,188 - INFO - [22528/22599] Loss : 0.8102
154
+ 2024-05-24 05:38:34,730 - INFO - Test loss : 0.6010
155
+ 2024-05-24 05:38:34,730 - INFO -
156
+ Epoch 27
157
+ 2024-05-24 05:38:44,387 - INFO - [22528/22599] Loss : 0.8059
158
+ 2024-05-24 05:38:44,796 - INFO - Test loss : 0.6238
159
+ 2024-05-24 05:38:44,796 - INFO -
160
+ Epoch 28
161
+ 2024-05-24 05:38:54,752 - INFO - [22528/22599] Loss : 0.8007
162
+ 2024-05-24 05:38:55,183 - INFO - Test loss : 0.6210
163
+ 2024-05-24 05:38:55,183 - INFO -
164
+ Epoch 29
165
+ 2024-05-24 05:39:05,141 - INFO - [22528/22599] Loss : 0.7989
166
+ 2024-05-24 05:39:05,300 - INFO - Test loss : 0.6279
167
+ 2024-05-24 05:39:05,300 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_nabirds_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_32_0.0010000_1_512.pth.tar
168
+ 2024-05-24 05:39:05,319 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_nabirds_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_32_0.0010000_1_512.pth.tar
169
+ 2024-05-24 05:39:05,383 - INFO -
170
+ No prior
171
+ 2024-05-24 05:39:05,413 - INFO - (24633,)
172
+ 2024-05-24 05:39:06,097 - INFO - Split ID: 0
173
+ 2024-05-24 05:39:06,097 - INFO - Top 1 acc (%): 76.08
174
+ 2024-05-24 05:39:06,097 - INFO - Top 3 acc (%): 90.98
175
+ 2024-05-24 05:39:06,097 - INFO - Top 5 acc (%): 94.06
176
+ 2024-05-24 05:39:06,097 - INFO - Top 10 acc (%): 96.83
177
+ 2024-05-24 05:39:25,181 - INFO - Split ID: 0
178
+ 2024-05-24 05:39:25,181 - INFO - Top 1 acc (%): 81.86
179
+ 2024-05-24 05:39:25,181 - INFO - Top 3 acc (%): 93.55
180
+ 2024-05-24 05:39:25,181 - INFO - Top 5 acc (%): 95.89
181
+ 2024-05-24 05:39:25,181 - INFO - Top 10 acc (%): 97.83
182
+ 2024-05-24 05:39:25,187 - INFO -
183
+ Sphere2Vec-sphereM
184
+ 2024-05-24 05:39:25,187 - INFO - Model : model_nabirds_ebird_meta_Sphere2Vec-sphereM_inception_v3_0.0010_32_0.0010000_1_512.pth.tar
185
+ 2024-05-24 05:39:25,207 - INFO - (1100,)
186
+ 2024-05-24 05:39:25,253 - INFO - Split ID: 0
187
+ 2024-05-24 05:39:25,253 - INFO - Top 1 LocEnc acc (%): 2.91
188
+ 2024-05-24 05:39:25,253 - INFO - Top 3 LocEnc acc (%): 7.18
189
+ 2024-05-24 05:39:25,253 - INFO - Top 5 LocEnc acc (%): 10.0
190
+ 2024-05-24 05:39:25,254 - INFO - Top 10 LocEnc acc (%): 17.09