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Upload data/model_birdsnap_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.log with huggingface_hub

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  1. data/model_birdsnap_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.log +226 -0
data/model_birdsnap_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.log ADDED
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1
+ 2024-05-23 22:07:32,755 - INFO -
2
+ num_classes 500
3
+ 2024-05-23 22:07:32,755 - INFO - num train 42490
4
+ 2024-05-23 22:07:32,755 - INFO - num val 980
5
+ 2024-05-23 22:07:32,755 - INFO - train loss full_loss
6
+ 2024-05-23 22:07:32,755 - INFO - model name ../models/sphere2vec_sphereCplus/model_birdsnap_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
7
+ 2024-05-23 22:07:32,755 - INFO - num users 5763
8
+ 2024-05-23 22:07:32,755 - INFO - meta data ebird_meta
9
+ 2024-05-23 22:07:32,987 - INFO -
10
+ Epoch 0
11
+ 2024-05-23 22:08:25,968 - INFO - [41984/42490] Loss : 1.7539
12
+ 2024-05-23 22:08:27,153 - INFO - Test loss : 0.7374
13
+ 2024-05-23 22:08:27,154 - INFO -
14
+ Epoch 1
15
+ 2024-05-23 22:09:19,638 - INFO - [41984/42490] Loss : 1.2254
16
+ 2024-05-23 22:09:20,842 - INFO - Test loss : 0.4755
17
+ 2024-05-23 22:09:20,842 - INFO -
18
+ Epoch 2
19
+ 2024-05-23 22:10:13,306 - INFO - [41984/42490] Loss : 1.0291
20
+ 2024-05-23 22:10:14,465 - INFO - Test loss : 0.3652
21
+ 2024-05-23 22:10:14,465 - INFO -
22
+ Epoch 3
23
+ 2024-05-23 22:11:06,993 - INFO - [41984/42490] Loss : 0.9555
24
+ 2024-05-23 22:11:08,198 - INFO - Test loss : 0.3368
25
+ 2024-05-23 22:11:08,198 - INFO -
26
+ Epoch 4
27
+ 2024-05-23 22:12:00,654 - INFO - [41984/42490] Loss : 0.9046
28
+ 2024-05-23 22:12:01,859 - INFO - Test loss : 0.3178
29
+ 2024-05-23 22:12:01,859 - INFO -
30
+ Epoch 5
31
+ 2024-05-23 22:12:54,277 - INFO - [41984/42490] Loss : 0.8686
32
+ 2024-05-23 22:12:55,483 - INFO - Test loss : 0.3132
33
+ 2024-05-23 22:12:55,483 - INFO -
34
+ Epoch 6
35
+ 2024-05-23 22:13:47,956 - INFO - [41984/42490] Loss : 0.8433
36
+ 2024-05-23 22:13:49,161 - INFO - Test loss : 0.3086
37
+ 2024-05-23 22:13:49,161 - INFO -
38
+ Epoch 7
39
+ 2024-05-23 22:14:41,710 - INFO - [41984/42490] Loss : 0.8215
40
+ 2024-05-23 22:14:42,916 - INFO - Test loss : 0.3086
41
+ 2024-05-23 22:14:42,916 - INFO -
42
+ Epoch 8
43
+ 2024-05-23 22:15:35,402 - INFO - [41984/42490] Loss : 0.8037
44
+ 2024-05-23 22:15:36,606 - INFO - Test loss : 0.3067
45
+ 2024-05-23 22:15:36,606 - INFO -
46
+ Epoch 9
47
+ 2024-05-23 22:16:29,107 - INFO - [41984/42490] Loss : 0.7887
48
+ 2024-05-23 22:16:30,311 - INFO - Test loss : 0.3152
49
+ 2024-05-23 22:16:30,311 - INFO -
50
+ Epoch 10
51
+ 2024-05-23 22:17:22,776 - INFO - [41984/42490] Loss : 0.7762
52
+ 2024-05-23 22:17:23,980 - INFO - Test loss : 0.3157
53
+ 2024-05-23 22:17:23,995 - INFO - (980,)
54
+ 2024-05-23 22:17:24,032 - INFO - Split ID: 0
55
+ 2024-05-23 22:17:24,032 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 4.9
56
+ 2024-05-23 22:17:24,032 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 12.55
57
+ 2024-05-23 22:17:24,032 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 18.57
58
+ 2024-05-23 22:17:24,032 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 26.84
59
+ 2024-05-23 22:17:24,033 - INFO -
60
+ No prior
61
+ 2024-05-23 22:17:24,034 - INFO - (2262,)
62
+ 2024-05-23 22:17:24,085 - INFO - Split ID: 0
63
+ 2024-05-23 22:17:24,085 - INFO - Top 1 (Epoch 10)acc (%): 70.07
64
+ 2024-05-23 22:17:24,085 - INFO - Top 3 (Epoch 10)acc (%): 86.6
65
+ 2024-05-23 22:17:24,085 - INFO - Top 5 (Epoch 10)acc (%): 90.05
66
+ 2024-05-23 22:17:24,085 - INFO - Top 10 (Epoch 10)acc (%): 92.88
67
+ 2024-05-23 22:17:27,752 - INFO - Split ID: 0
68
+ 2024-05-23 22:17:27,752 - INFO - Top 1 (Epoch 10)acc (%): 79.05
69
+ 2024-05-23 22:17:27,752 - INFO - Top 3 (Epoch 10)acc (%): 91.29
70
+ 2024-05-23 22:17:27,752 - INFO - Top 5 (Epoch 10)acc (%): 93.28
71
+ 2024-05-23 22:17:27,752 - INFO - Top 10 (Epoch 10)acc (%): 95.98
72
+ 2024-05-23 22:17:27,752 - INFO -
73
+ Epoch 11
74
+ 2024-05-23 22:18:20,589 - INFO - [41984/42490] Loss : 0.7642
75
+ 2024-05-23 22:18:21,791 - INFO - Test loss : 0.3159
76
+ 2024-05-23 22:18:21,792 - INFO -
77
+ Epoch 12
78
+ 2024-05-23 22:19:14,243 - INFO - [41984/42490] Loss : 0.7506
79
+ 2024-05-23 22:19:15,440 - INFO - Test loss : 0.3207
80
+ 2024-05-23 22:19:15,440 - INFO -
81
+ Epoch 13
82
+ 2024-05-23 22:20:07,895 - INFO - [41984/42490] Loss : 0.7420
83
+ 2024-05-23 22:20:09,079 - INFO - Test loss : 0.3256
84
+ 2024-05-23 22:20:09,079 - INFO -
85
+ Epoch 14
86
+ 2024-05-23 22:21:01,529 - INFO - [41984/42490] Loss : 0.7309
87
+ 2024-05-23 22:21:02,733 - INFO - Test loss : 0.3317
88
+ 2024-05-23 22:21:02,733 - INFO -
89
+ Epoch 15
90
+ 2024-05-23 22:21:55,212 - INFO - [41984/42490] Loss : 0.7205
91
+ 2024-05-23 22:21:56,416 - INFO - Test loss : 0.3338
92
+ 2024-05-23 22:21:56,417 - INFO -
93
+ Epoch 16
94
+ 2024-05-23 22:22:48,920 - INFO - [41984/42490] Loss : 0.7131
95
+ 2024-05-23 22:22:50,124 - INFO - Test loss : 0.3429
96
+ 2024-05-23 22:22:50,124 - INFO -
97
+ Epoch 17
98
+ 2024-05-23 22:23:42,980 - INFO - [41984/42490] Loss : 0.7036
99
+ 2024-05-23 22:23:44,181 - INFO - Test loss : 0.3464
100
+ 2024-05-23 22:23:44,181 - INFO -
101
+ Epoch 18
102
+ 2024-05-23 22:24:36,618 - INFO - [41984/42490] Loss : 0.6967
103
+ 2024-05-23 22:24:37,822 - INFO - Test loss : 0.3474
104
+ 2024-05-23 22:24:37,822 - INFO -
105
+ Epoch 19
106
+ 2024-05-23 22:25:30,339 - INFO - [41984/42490] Loss : 0.6888
107
+ 2024-05-23 22:25:31,535 - INFO - Test loss : 0.3589
108
+ 2024-05-23 22:25:31,536 - INFO -
109
+ Epoch 20
110
+ 2024-05-23 22:26:24,052 - INFO - [41984/42490] Loss : 0.6850
111
+ 2024-05-23 22:26:25,239 - INFO - Test loss : 0.3692
112
+ 2024-05-23 22:26:25,248 - INFO - (980,)
113
+ 2024-05-23 22:26:25,282 - INFO - Split ID: 0
114
+ 2024-05-23 22:26:25,282 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 6.63
115
+ 2024-05-23 22:26:25,282 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 13.98
116
+ 2024-05-23 22:26:25,283 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 18.37
117
+ 2024-05-23 22:26:25,283 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 29.69
118
+ 2024-05-23 22:26:25,283 - INFO -
119
+ No prior
120
+ 2024-05-23 22:26:25,284 - INFO - (2262,)
121
+ 2024-05-23 22:26:25,334 - INFO - Split ID: 0
122
+ 2024-05-23 22:26:25,334 - INFO - Top 1 (Epoch 20)acc (%): 70.07
123
+ 2024-05-23 22:26:25,334 - INFO - Top 3 (Epoch 20)acc (%): 86.6
124
+ 2024-05-23 22:26:25,334 - INFO - Top 5 (Epoch 20)acc (%): 90.05
125
+ 2024-05-23 22:26:25,334 - INFO - Top 10 (Epoch 20)acc (%): 92.88
126
+ 2024-05-23 22:26:28,996 - INFO - Split ID: 0
127
+ 2024-05-23 22:26:28,997 - INFO - Top 1 (Epoch 20)acc (%): 79.44
128
+ 2024-05-23 22:26:28,997 - INFO - Top 3 (Epoch 20)acc (%): 91.6
129
+ 2024-05-23 22:26:28,997 - INFO - Top 5 (Epoch 20)acc (%): 93.68
130
+ 2024-05-23 22:26:28,997 - INFO - Top 10 (Epoch 20)acc (%): 96.07
131
+ 2024-05-23 22:26:28,997 - INFO -
132
+ Epoch 21
133
+ 2024-05-23 22:27:21,470 - INFO - [41984/42490] Loss : 0.6776
134
+ 2024-05-23 22:27:22,665 - INFO - Test loss : 0.3707
135
+ 2024-05-23 22:27:22,666 - INFO -
136
+ Epoch 22
137
+ 2024-05-23 22:28:15,140 - INFO - [41984/42490] Loss : 0.6720
138
+ 2024-05-23 22:28:16,312 - INFO - Test loss : 0.3828
139
+ 2024-05-23 22:28:16,312 - INFO -
140
+ Epoch 23
141
+ 2024-05-23 22:29:08,766 - INFO - [41984/42490] Loss : 0.6632
142
+ 2024-05-23 22:29:10,007 - INFO - Test loss : 0.3883
143
+ 2024-05-23 22:29:10,008 - INFO -
144
+ Epoch 24
145
+ 2024-05-23 22:30:02,473 - INFO - [41984/42490] Loss : 0.6586
146
+ 2024-05-23 22:30:03,698 - INFO - Test loss : 0.3891
147
+ 2024-05-23 22:30:03,698 - INFO -
148
+ Epoch 25
149
+ 2024-05-23 22:30:56,223 - INFO - [41984/42490] Loss : 0.6520
150
+ 2024-05-23 22:30:57,408 - INFO - Test loss : 0.3892
151
+ 2024-05-23 22:30:57,408 - INFO -
152
+ Epoch 26
153
+ 2024-05-23 22:31:48,913 - INFO - [41984/42490] Loss : 0.6498
154
+ 2024-05-23 22:31:50,134 - INFO - Test loss : 0.4000
155
+ 2024-05-23 22:31:50,134 - INFO -
156
+ Epoch 27
157
+ 2024-05-23 22:32:42,021 - INFO - [41984/42490] Loss : 0.6447
158
+ 2024-05-23 22:32:43,226 - INFO - Test loss : 0.4070
159
+ 2024-05-23 22:32:43,226 - INFO -
160
+ Epoch 28
161
+ 2024-05-23 22:33:35,644 - INFO - [41984/42490] Loss : 0.6398
162
+ 2024-05-23 22:33:36,847 - INFO - Test loss : 0.4179
163
+ 2024-05-23 22:33:36,847 - INFO -
164
+ Epoch 29
165
+ 2024-05-23 22:34:29,228 - INFO - [41984/42490] Loss : 0.6351
166
+ 2024-05-23 22:34:30,431 - INFO - Test loss : 0.4242
167
+ 2024-05-23 22:34:30,431 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_birdsnap_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
168
+ 2024-05-23 22:34:30,449 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_birdsnap_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
169
+ 2024-05-23 22:34:30,495 - INFO -
170
+ No prior
171
+ 2024-05-23 22:34:30,497 - INFO - (2262,)
172
+ 2024-05-23 22:34:30,546 - INFO - Split ID: 0
173
+ 2024-05-23 22:34:30,547 - INFO - Top 1 acc (%): 70.07
174
+ 2024-05-23 22:34:30,547 - INFO - Top 3 acc (%): 86.6
175
+ 2024-05-23 22:34:30,547 - INFO - Top 5 acc (%): 90.05
176
+ 2024-05-23 22:34:30,547 - INFO - Top 10 acc (%): 92.88
177
+ 2024-05-23 22:34:34,200 - INFO - Split ID: 0
178
+ 2024-05-23 22:34:34,200 - INFO - Top 1 acc (%): 80.02
179
+ 2024-05-23 22:34:34,200 - INFO - Top 3 acc (%): 91.42
180
+ 2024-05-23 22:34:34,200 - INFO - Top 5 acc (%): 94.03
181
+ 2024-05-23 22:34:34,200 - INFO - Top 10 acc (%): 96.2
182
+ 2024-05-23 22:34:34,201 - INFO -
183
+ Sphere2Vec-sphereC+
184
+ 2024-05-23 22:34:34,201 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
185
+ 2024-05-23 22:34:34,220 - INFO - (980,)
186
+ 2024-05-23 22:34:34,254 - INFO - Split ID: 0
187
+ 2024-05-23 22:34:34,255 - INFO - Top 1 LocEnc acc (%): 6.94
188
+ 2024-05-23 22:34:34,255 - INFO - Top 3 LocEnc acc (%): 15.2
189
+ 2024-05-23 22:34:34,255 - INFO - Top 5 LocEnc acc (%): 21.73
190
+ 2024-05-23 22:34:34,255 - INFO - Top 10 LocEnc acc (%): 30.2
191
+ 2024-05-30 19:14:39,325 - INFO -
192
+ num_classes 500
193
+ 2024-05-30 19:14:39,340 - INFO - num train 42490
194
+ 2024-05-30 19:14:39,340 - INFO - num val 980
195
+ 2024-05-30 19:14:39,340 - INFO - train loss full_loss
196
+ 2024-05-30 19:14:39,341 - INFO - model name ../models/sphere2vec_sphereCplus/model_birdsnap_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
197
+ 2024-05-30 19:14:39,341 - INFO - num users 5763
198
+ 2024-05-30 19:14:39,341 - INFO - meta data ebird_meta
199
+ 2024-05-30 19:14:39,545 - INFO -
200
+ Only Sphere2Vec-sphereC+
201
+ 2024-05-30 19:14:39,545 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
202
+ 2024-05-30 19:14:39,676 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_birdsnap_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
203
+ 2024-05-30 19:14:39,738 - INFO - Saving output model to ../models/sphere2vec_sphereCplus/model_birdsnap_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
204
+ 2024-05-30 19:14:39,782 - INFO -
205
+ No prior
206
+ 2024-05-30 19:14:39,783 - INFO - (2262,)
207
+ 2024-05-30 19:14:39,900 - INFO - Save results to ../eval_results/eval_birdsnap_ebird_meta_test_no_prior.csv
208
+ 2024-05-30 19:14:39,900 - INFO - Split ID: 0
209
+ 2024-05-30 19:14:39,900 - INFO - Top 1 acc (%): 70.07
210
+ 2024-05-30 19:14:39,900 - INFO - Top 3 acc (%): 86.6
211
+ 2024-05-30 19:14:39,900 - INFO - Top 5 acc (%): 90.05
212
+ 2024-05-30 19:14:39,900 - INFO - Top 10 acc (%): 92.88
213
+ 2024-05-30 19:14:41,591 - INFO - Split ID: 0
214
+ 2024-05-30 19:14:41,591 - INFO - Top 1 hit (%): 80.02
215
+ 2024-05-30 19:14:41,591 - INFO - Top 3 hit (%): 91.42
216
+ 2024-05-30 19:14:41,591 - INFO - Top 5 hit (%): 94.03
217
+ 2024-05-30 19:14:41,591 - INFO - Top 10 hit (%): 96.2
218
+ 2024-05-30 19:14:41,591 - INFO -
219
+ Only Sphere2Vec-sphereC+
220
+ 2024-05-30 19:14:41,591 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-sphereC+_inception_v3_0.0010_64_0.0001000_1_512.pth.tar
221
+ 2024-05-30 19:14:41,642 - INFO - (980,)
222
+ 2024-05-30 19:14:41,678 - INFO - Split ID: 0
223
+ 2024-05-30 19:14:41,678 - INFO - Top 1 LocEnc acc (%): 6.94
224
+ 2024-05-30 19:14:41,678 - INFO - Top 3 LocEnc acc (%): 15.2
225
+ 2024-05-30 19:14:41,678 - INFO - Top 5 LocEnc acc (%): 21.73
226
+ 2024-05-30 19:14:41,679 - INFO - Top 10 LocEnc acc (%): 30.2