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Upload data/model_birdsnap_ebird_meta_Sphere2Vec-sphereM+_inception_v3_0.0010_64_0.0010000_1_512.log with huggingface_hub

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  1. data/model_birdsnap_ebird_meta_Sphere2Vec-sphereM+_inception_v3_0.0010_64_0.0010000_1_512.log +226 -0
data/model_birdsnap_ebird_meta_Sphere2Vec-sphereM+_inception_v3_0.0010_64_0.0010000_1_512.log ADDED
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1
+ 2024-05-24 02:31:18,089 - INFO -
2
+ num_classes 500
3
+ 2024-05-24 02:31:18,089 - INFO - num train 42490
4
+ 2024-05-24 02:31:18,089 - INFO - num val 980
5
+ 2024-05-24 02:31:18,089 - INFO - train loss full_loss
6
+ 2024-05-24 02:31:18,089 - INFO - model name ../models/sphere2vec_sphereMplus/model_birdsnap_ebird_meta_Sphere2Vec-sphereM+_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
7
+ 2024-05-24 02:31:18,089 - INFO - num users 5763
8
+ 2024-05-24 02:31:18,089 - INFO - meta data ebird_meta
9
+ 2024-05-24 02:31:18,319 - INFO -
10
+ Epoch 0
11
+ 2024-05-24 02:32:10,998 - INFO - [41984/42490] Loss : 1.5086
12
+ 2024-05-24 02:32:12,209 - INFO - Test loss : 0.6983
13
+ 2024-05-24 02:32:12,210 - INFO -
14
+ Epoch 1
15
+ 2024-05-24 02:33:04,728 - INFO - [41984/42490] Loss : 1.2226
16
+ 2024-05-24 02:33:05,931 - INFO - Test loss : 0.5564
17
+ 2024-05-24 02:33:05,932 - INFO -
18
+ Epoch 2
19
+ 2024-05-24 02:33:58,466 - INFO - [41984/42490] Loss : 1.1173
20
+ 2024-05-24 02:33:59,668 - INFO - Test loss : 0.4915
21
+ 2024-05-24 02:33:59,668 - INFO -
22
+ Epoch 3
23
+ 2024-05-24 02:34:52,171 - INFO - [41984/42490] Loss : 1.0383
24
+ 2024-05-24 02:34:53,371 - INFO - Test loss : 0.4480
25
+ 2024-05-24 02:34:53,371 - INFO -
26
+ Epoch 4
27
+ 2024-05-24 02:35:45,863 - INFO - [41984/42490] Loss : 0.9916
28
+ 2024-05-24 02:35:47,080 - INFO - Test loss : 0.4355
29
+ 2024-05-24 02:35:47,080 - INFO -
30
+ Epoch 5
31
+ 2024-05-24 02:36:40,288 - INFO - [41984/42490] Loss : 0.9629
32
+ 2024-05-24 02:36:41,490 - INFO - Test loss : 0.4153
33
+ 2024-05-24 02:36:41,490 - INFO -
34
+ Epoch 6
35
+ 2024-05-24 02:37:34,011 - INFO - [41984/42490] Loss : 0.9429
36
+ 2024-05-24 02:37:35,214 - INFO - Test loss : 0.4141
37
+ 2024-05-24 02:37:35,214 - INFO -
38
+ Epoch 7
39
+ 2024-05-24 02:38:26,529 - INFO - [41984/42490] Loss : 0.9270
40
+ 2024-05-24 02:38:27,488 - INFO - Test loss : 0.3998
41
+ 2024-05-24 02:38:27,488 - INFO -
42
+ Epoch 8
43
+ 2024-05-24 02:39:09,475 - INFO - [41984/42490] Loss : 0.9152
44
+ 2024-05-24 02:39:10,433 - INFO - Test loss : 0.4006
45
+ 2024-05-24 02:39:10,434 - INFO -
46
+ Epoch 9
47
+ 2024-05-24 02:39:54,643 - INFO - [41984/42490] Loss : 0.9057
48
+ 2024-05-24 02:39:55,873 - INFO - Test loss : 0.3984
49
+ 2024-05-24 02:39:55,873 - INFO -
50
+ Epoch 10
51
+ 2024-05-24 02:40:49,987 - INFO - [41984/42490] Loss : 0.8953
52
+ 2024-05-24 02:40:51,254 - INFO - Test loss : 0.3941
53
+ 2024-05-24 02:40:51,266 - INFO - (980,)
54
+ 2024-05-24 02:40:51,303 - INFO - Split ID: 0
55
+ 2024-05-24 02:40:51,303 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 3.67
56
+ 2024-05-24 02:40:51,303 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 9.08
57
+ 2024-05-24 02:40:51,304 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 14.18
58
+ 2024-05-24 02:40:51,304 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 21.53
59
+ 2024-05-24 02:40:51,304 - INFO -
60
+ No prior
61
+ 2024-05-24 02:40:51,305 - INFO - (2262,)
62
+ 2024-05-24 02:40:51,357 - INFO - Split ID: 0
63
+ 2024-05-24 02:40:51,357 - INFO - Top 1 (Epoch 10)acc (%): 70.07
64
+ 2024-05-24 02:40:51,357 - INFO - Top 3 (Epoch 10)acc (%): 86.6
65
+ 2024-05-24 02:40:51,357 - INFO - Top 5 (Epoch 10)acc (%): 90.05
66
+ 2024-05-24 02:40:51,357 - INFO - Top 10 (Epoch 10)acc (%): 92.88
67
+ 2024-05-24 02:40:55,228 - INFO - Split ID: 0
68
+ 2024-05-24 02:40:55,228 - INFO - Top 1 (Epoch 10)acc (%): 78.12
69
+ 2024-05-24 02:40:55,228 - INFO - Top 3 (Epoch 10)acc (%): 90.32
70
+ 2024-05-24 02:40:55,228 - INFO - Top 5 (Epoch 10)acc (%): 92.88
71
+ 2024-05-24 02:40:55,229 - INFO - Top 10 (Epoch 10)acc (%): 95.58
72
+ 2024-05-24 02:40:55,229 - INFO -
73
+ Epoch 11
74
+ 2024-05-24 02:41:48,429 - INFO - [41984/42490] Loss : 0.8886
75
+ 2024-05-24 02:41:49,636 - INFO - Test loss : 0.3967
76
+ 2024-05-24 02:41:49,636 - INFO -
77
+ Epoch 12
78
+ 2024-05-24 02:42:42,170 - INFO - [41984/42490] Loss : 0.8799
79
+ 2024-05-24 02:42:43,367 - INFO - Test loss : 0.3892
80
+ 2024-05-24 02:42:43,367 - INFO -
81
+ Epoch 13
82
+ 2024-05-24 02:43:35,878 - INFO - [41984/42490] Loss : 0.8752
83
+ 2024-05-24 02:43:37,066 - INFO - Test loss : 0.3946
84
+ 2024-05-24 02:43:37,066 - INFO -
85
+ Epoch 14
86
+ 2024-05-24 02:44:29,588 - INFO - [41984/42490] Loss : 0.8719
87
+ 2024-05-24 02:44:30,786 - INFO - Test loss : 0.3921
88
+ 2024-05-24 02:44:30,787 - INFO -
89
+ Epoch 15
90
+ 2024-05-24 02:45:23,271 - INFO - [41984/42490] Loss : 0.8656
91
+ 2024-05-24 02:45:24,472 - INFO - Test loss : 0.3971
92
+ 2024-05-24 02:45:24,472 - INFO -
93
+ Epoch 16
94
+ 2024-05-24 02:46:16,974 - INFO - [41984/42490] Loss : 0.8616
95
+ 2024-05-24 02:46:18,178 - INFO - Test loss : 0.3924
96
+ 2024-05-24 02:46:18,179 - INFO -
97
+ Epoch 17
98
+ 2024-05-24 02:47:10,934 - INFO - [41984/42490] Loss : 0.8570
99
+ 2024-05-24 02:47:12,150 - INFO - Test loss : 0.3954
100
+ 2024-05-24 02:47:12,150 - INFO -
101
+ Epoch 18
102
+ 2024-05-24 02:48:04,793 - INFO - [41984/42490] Loss : 0.8548
103
+ 2024-05-24 02:48:05,994 - INFO - Test loss : 0.3964
104
+ 2024-05-24 02:48:05,995 - INFO -
105
+ Epoch 19
106
+ 2024-05-24 02:48:58,518 - INFO - [41984/42490] Loss : 0.8512
107
+ 2024-05-24 02:48:59,714 - INFO - Test loss : 0.3898
108
+ 2024-05-24 02:48:59,714 - INFO -
109
+ Epoch 20
110
+ 2024-05-24 02:49:52,226 - INFO - [41984/42490] Loss : 0.8488
111
+ 2024-05-24 02:49:53,415 - INFO - Test loss : 0.3912
112
+ 2024-05-24 02:49:53,425 - INFO - (980,)
113
+ 2024-05-24 02:49:53,460 - INFO - Split ID: 0
114
+ 2024-05-24 02:49:53,461 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 4.49
115
+ 2024-05-24 02:49:53,461 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 10.1
116
+ 2024-05-24 02:49:53,461 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 14.29
117
+ 2024-05-24 02:49:53,461 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 23.16
118
+ 2024-05-24 02:49:53,461 - INFO -
119
+ No prior
120
+ 2024-05-24 02:49:53,462 - INFO - (2262,)
121
+ 2024-05-24 02:49:53,512 - INFO - Split ID: 0
122
+ 2024-05-24 02:49:53,513 - INFO - Top 1 (Epoch 20)acc (%): 70.07
123
+ 2024-05-24 02:49:53,513 - INFO - Top 3 (Epoch 20)acc (%): 86.6
124
+ 2024-05-24 02:49:53,513 - INFO - Top 5 (Epoch 20)acc (%): 90.05
125
+ 2024-05-24 02:49:53,513 - INFO - Top 10 (Epoch 20)acc (%): 92.88
126
+ 2024-05-24 02:49:57,155 - INFO - Split ID: 0
127
+ 2024-05-24 02:49:57,155 - INFO - Top 1 (Epoch 20)acc (%): 78.78
128
+ 2024-05-24 02:49:57,155 - INFO - Top 3 (Epoch 20)acc (%): 90.45
129
+ 2024-05-24 02:49:57,155 - INFO - Top 5 (Epoch 20)acc (%): 93.06
130
+ 2024-05-24 02:49:57,155 - INFO - Top 10 (Epoch 20)acc (%): 95.71
131
+ 2024-05-24 02:49:57,155 - INFO -
132
+ Epoch 21
133
+ 2024-05-24 02:50:49,873 - INFO - [41984/42490] Loss : 0.8451
134
+ 2024-05-24 02:50:51,099 - INFO - Test loss : 0.3940
135
+ 2024-05-24 02:50:51,099 - INFO -
136
+ Epoch 22
137
+ 2024-05-24 02:51:43,760 - INFO - [41984/42490] Loss : 0.8422
138
+ 2024-05-24 02:51:44,962 - INFO - Test loss : 0.3916
139
+ 2024-05-24 02:51:44,962 - INFO -
140
+ Epoch 23
141
+ 2024-05-24 02:52:37,577 - INFO - [41984/42490] Loss : 0.8415
142
+ 2024-05-24 02:52:38,842 - INFO - Test loss : 0.3929
143
+ 2024-05-24 02:52:38,842 - INFO -
144
+ Epoch 24
145
+ 2024-05-24 02:53:31,566 - INFO - [41984/42490] Loss : 0.8383
146
+ 2024-05-24 02:53:32,822 - INFO - Test loss : 0.3906
147
+ 2024-05-24 02:53:32,822 - INFO -
148
+ Epoch 25
149
+ 2024-05-24 02:54:25,342 - INFO - [41984/42490] Loss : 0.8369
150
+ 2024-05-24 02:54:26,544 - INFO - Test loss : 0.3889
151
+ 2024-05-24 02:54:26,544 - INFO -
152
+ Epoch 26
153
+ 2024-05-24 02:55:19,072 - INFO - [41984/42490] Loss : 0.8338
154
+ 2024-05-24 02:55:20,273 - INFO - Test loss : 0.3892
155
+ 2024-05-24 02:55:20,273 - INFO -
156
+ Epoch 27
157
+ 2024-05-24 02:56:13,088 - INFO - [41984/42490] Loss : 0.8317
158
+ 2024-05-24 02:56:14,285 - INFO - Test loss : 0.3881
159
+ 2024-05-24 02:56:14,286 - INFO -
160
+ Epoch 28
161
+ 2024-05-24 02:57:06,747 - INFO - [41984/42490] Loss : 0.8318
162
+ 2024-05-24 02:57:07,949 - INFO - Test loss : 0.3928
163
+ 2024-05-24 02:57:07,949 - INFO -
164
+ Epoch 29
165
+ 2024-05-24 02:58:00,785 - INFO - [41984/42490] Loss : 0.8281
166
+ 2024-05-24 02:58:01,742 - INFO - Test loss : 0.3842
167
+ 2024-05-24 02:58:01,742 - INFO - Saving output model to ../models/sphere2vec_sphereMplus/model_birdsnap_ebird_meta_Sphere2Vec-sphereM+_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
168
+ 2024-05-24 02:58:01,762 - INFO - Saving output model to ../models/sphere2vec_sphereMplus/model_birdsnap_ebird_meta_Sphere2Vec-sphereM+_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
169
+ 2024-05-24 02:58:01,815 - INFO -
170
+ No prior
171
+ 2024-05-24 02:58:01,816 - INFO - (2262,)
172
+ 2024-05-24 02:58:01,875 - INFO - Split ID: 0
173
+ 2024-05-24 02:58:01,876 - INFO - Top 1 acc (%): 70.07
174
+ 2024-05-24 02:58:01,876 - INFO - Top 3 acc (%): 86.6
175
+ 2024-05-24 02:58:01,876 - INFO - Top 5 acc (%): 90.05
176
+ 2024-05-24 02:58:01,876 - INFO - Top 10 acc (%): 92.88
177
+ 2024-05-24 02:58:05,085 - INFO - Split ID: 0
178
+ 2024-05-24 02:58:05,085 - INFO - Top 1 acc (%): 79.09
179
+ 2024-05-24 02:58:05,085 - INFO - Top 3 acc (%): 90.85
180
+ 2024-05-24 02:58:05,085 - INFO - Top 5 acc (%): 93.06
181
+ 2024-05-24 02:58:05,085 - INFO - Top 10 acc (%): 95.62
182
+ 2024-05-24 02:58:05,086 - INFO -
183
+ Sphere2Vec-sphereM+
184
+ 2024-05-24 02:58:05,086 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-sphereM+_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
185
+ 2024-05-24 02:58:05,111 - INFO - (980,)
186
+ 2024-05-24 02:58:05,146 - INFO - Split ID: 0
187
+ 2024-05-24 02:58:05,147 - INFO - Top 1 LocEnc acc (%): 4.9
188
+ 2024-05-24 02:58:05,147 - INFO - Top 3 LocEnc acc (%): 10.1
189
+ 2024-05-24 02:58:05,147 - INFO - Top 5 LocEnc acc (%): 13.88
190
+ 2024-05-24 02:58:05,147 - INFO - Top 10 LocEnc acc (%): 23.27
191
+ 2024-05-30 19:45:46,507 - INFO -
192
+ num_classes 500
193
+ 2024-05-30 19:45:46,508 - INFO - num train 42490
194
+ 2024-05-30 19:45:46,508 - INFO - num val 980
195
+ 2024-05-30 19:45:46,508 - INFO - train loss full_loss
196
+ 2024-05-30 19:45:46,508 - INFO - model name ../models/sphere2vec_sphereMplus/model_birdsnap_ebird_meta_Sphere2Vec-sphereM+_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
197
+ 2024-05-30 19:45:46,508 - INFO - num users 5763
198
+ 2024-05-30 19:45:46,508 - INFO - meta data ebird_meta
199
+ 2024-05-30 19:45:46,701 - INFO -
200
+ Only Sphere2Vec-sphereM+
201
+ 2024-05-30 19:45:46,701 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-sphereM+_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
202
+ 2024-05-30 19:45:46,859 - INFO - Saving output model to ../models/sphere2vec_sphereMplus/model_birdsnap_ebird_meta_Sphere2Vec-sphereM+_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
203
+ 2024-05-30 19:45:46,920 - INFO - Saving output model to ../models/sphere2vec_sphereMplus/model_birdsnap_ebird_meta_Sphere2Vec-sphereM+_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
204
+ 2024-05-30 19:45:46,960 - INFO -
205
+ No prior
206
+ 2024-05-30 19:45:46,961 - INFO - (2262,)
207
+ 2024-05-30 19:45:47,080 - INFO - Save results to ../eval_results/eval_birdsnap_ebird_meta_test_no_prior.csv
208
+ 2024-05-30 19:45:47,080 - INFO - Split ID: 0
209
+ 2024-05-30 19:45:47,080 - INFO - Top 1 acc (%): 70.07
210
+ 2024-05-30 19:45:47,080 - INFO - Top 3 acc (%): 86.6
211
+ 2024-05-30 19:45:47,080 - INFO - Top 5 acc (%): 90.05
212
+ 2024-05-30 19:45:47,080 - INFO - Top 10 acc (%): 92.88
213
+ 2024-05-30 19:45:48,694 - INFO - Split ID: 0
214
+ 2024-05-30 19:45:48,694 - INFO - Top 1 hit (%): 79.09
215
+ 2024-05-30 19:45:48,694 - INFO - Top 3 hit (%): 90.85
216
+ 2024-05-30 19:45:48,694 - INFO - Top 5 hit (%): 93.06
217
+ 2024-05-30 19:45:48,694 - INFO - Top 10 hit (%): 95.62
218
+ 2024-05-30 19:45:48,694 - INFO -
219
+ Only Sphere2Vec-sphereM+
220
+ 2024-05-30 19:45:48,694 - INFO - Model : model_birdsnap_ebird_meta_Sphere2Vec-sphereM+_inception_v3_0.0010_64_0.0010000_1_512.pth.tar
221
+ 2024-05-30 19:45:48,733 - INFO - (980,)
222
+ 2024-05-30 19:45:48,769 - INFO - Split ID: 0
223
+ 2024-05-30 19:45:48,769 - INFO - Top 1 LocEnc acc (%): 4.9
224
+ 2024-05-30 19:45:48,769 - INFO - Top 3 LocEnc acc (%): 10.1
225
+ 2024-05-30 19:45:48,769 - INFO - Top 5 LocEnc acc (%): 13.88
226
+ 2024-05-30 19:45:48,769 - INFO - Top 10 LocEnc acc (%): 23.27