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Upload data/model_birdsnap_orig_meta_Sphere2Vec-dfs_inception_v3_0.0100_32_0.0200000_1.000_1_512_BATCH4096_leakyrelu.log with huggingface_hub

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data/model_birdsnap_orig_meta_Sphere2Vec-dfs_inception_v3_0.0100_32_0.0200000_1.000_1_512_BATCH4096_leakyrelu.log ADDED
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1
+ 2024-05-28 11:13:17,474 - INFO -
2
+ num_classes 500
3
+ 2024-05-28 11:13:17,474 - INFO - num train 19133
4
+ 2024-05-28 11:13:17,474 - INFO - num val 443
5
+ 2024-05-28 11:13:17,474 - INFO - train loss full_loss
6
+ 2024-05-28 11:13:17,474 - INFO - model name ../models/sphere2vec_dfs/model_birdsnap_orig_meta_Sphere2Vec-dfs_inception_v3_0.0100_32_0.0200000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
7
+ 2024-05-28 11:13:17,474 - INFO - num users 2872
8
+ 2024-05-28 11:13:17,474 - INFO - meta data orig_meta
9
+ 2024-05-28 11:13:18,425 - INFO -
10
+ Epoch 0
11
+ 2024-05-28 11:13:38,131 - INFO - [16384/19133] Loss : 1.9478
12
+ 2024-05-28 11:13:38,555 - INFO - Test loss : 0.7846
13
+ 2024-05-28 11:13:38,555 - INFO -
14
+ Epoch 1
15
+ 2024-05-28 11:13:57,667 - INFO - [16384/19133] Loss : 1.5133
16
+ 2024-05-28 11:13:58,094 - INFO - Test loss : 0.5164
17
+ 2024-05-28 11:13:58,094 - INFO -
18
+ Epoch 2
19
+ 2024-05-28 11:14:17,504 - INFO - [16384/19133] Loss : 1.4047
20
+ 2024-05-28 11:14:17,952 - INFO - Test loss : 0.5168
21
+ 2024-05-28 11:14:17,952 - INFO -
22
+ Epoch 3
23
+ 2024-05-28 11:14:36,696 - INFO - [16384/19133] Loss : 1.3407
24
+ 2024-05-28 11:14:37,037 - INFO - Test loss : 0.4175
25
+ 2024-05-28 11:14:37,037 - INFO -
26
+ Epoch 4
27
+ 2024-05-28 11:14:55,343 - INFO - [16384/19133] Loss : 1.3042
28
+ 2024-05-28 11:14:55,788 - INFO - Test loss : 0.4175
29
+ 2024-05-28 11:14:55,788 - INFO -
30
+ Epoch 5
31
+ 2024-05-28 11:15:14,404 - INFO - [16384/19133] Loss : 1.2707
32
+ 2024-05-28 11:15:14,843 - INFO - Test loss : 0.4085
33
+ 2024-05-28 11:15:14,843 - INFO -
34
+ Epoch 6
35
+ 2024-05-28 11:15:33,823 - INFO - [16384/19133] Loss : 1.2457
36
+ 2024-05-28 11:15:34,288 - INFO - Test loss : 0.3887
37
+ 2024-05-28 11:15:34,288 - INFO -
38
+ Epoch 7
39
+ 2024-05-28 11:15:53,129 - INFO - [16384/19133] Loss : 1.2177
40
+ 2024-05-28 11:15:53,474 - INFO - Test loss : 0.4191
41
+ 2024-05-28 11:15:53,474 - INFO -
42
+ Epoch 8
43
+ 2024-05-28 11:16:12,524 - INFO - [16384/19133] Loss : 1.1989
44
+ 2024-05-28 11:16:12,962 - INFO - Test loss : 0.3859
45
+ 2024-05-28 11:16:12,962 - INFO -
46
+ Epoch 9
47
+ 2024-05-28 11:16:31,629 - INFO - [16384/19133] Loss : 1.1847
48
+ 2024-05-28 11:16:31,989 - INFO - Test loss : 0.4202
49
+ 2024-05-28 11:16:31,989 - INFO -
50
+ Epoch 10
51
+ 2024-05-28 11:16:50,324 - INFO - [16384/19133] Loss : 1.1741
52
+ 2024-05-28 11:16:50,768 - INFO - Test loss : 0.4166
53
+ 2024-05-28 11:16:50,809 - INFO - (443,)
54
+ 2024-05-28 11:16:50,828 - INFO - Split ID: 0
55
+ 2024-05-28 11:16:50,828 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 2.48
56
+ 2024-05-28 11:16:50,828 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 5.87
57
+ 2024-05-28 11:16:50,828 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 8.58
58
+ 2024-05-28 11:16:50,828 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 12.19
59
+ 2024-05-28 11:16:50,828 - INFO -
60
+ No prior
61
+ 2024-05-28 11:16:50,829 - INFO - (2262,)
62
+ 2024-05-28 11:16:50,896 - INFO - Split ID: 0
63
+ 2024-05-28 11:16:50,896 - INFO - Top 1 (Epoch 10)acc (%): 70.07
64
+ 2024-05-28 11:16:50,896 - INFO - Top 3 (Epoch 10)acc (%): 86.6
65
+ 2024-05-28 11:16:50,896 - INFO - Top 5 (Epoch 10)acc (%): 90.05
66
+ 2024-05-28 11:16:50,896 - INFO - Top 10 (Epoch 10)acc (%): 92.88
67
+ 2024-05-28 11:16:52,430 - INFO - Split ID: 0
68
+ 2024-05-28 11:16:52,430 - INFO - Top 1 (Epoch 10)acc (%): 71.13
69
+ 2024-05-28 11:16:52,430 - INFO - Top 3 (Epoch 10)acc (%): 86.56
70
+ 2024-05-28 11:16:52,430 - INFO - Top 5 (Epoch 10)acc (%): 89.83
71
+ 2024-05-28 11:16:52,430 - INFO - Top 10 (Epoch 10)acc (%): 93.15
72
+ 2024-05-28 11:16:52,430 - INFO -
73
+ Epoch 11
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+ 2024-05-28 11:17:11,324 - INFO - [16384/19133] Loss : 1.1567
75
+ 2024-05-28 11:17:11,683 - INFO - Test loss : 0.4046
76
+ 2024-05-28 11:17:11,683 - INFO -
77
+ Epoch 12
78
+ 2024-05-28 11:17:30,705 - INFO - [16384/19133] Loss : 1.1508
79
+ 2024-05-28 11:17:31,154 - INFO - Test loss : 0.3950
80
+ 2024-05-28 11:17:31,154 - INFO -
81
+ Epoch 13
82
+ 2024-05-28 11:17:49,988 - INFO - [16384/19133] Loss : 1.1363
83
+ 2024-05-28 11:17:50,356 - INFO - Test loss : 0.4269
84
+ 2024-05-28 11:17:50,356 - INFO -
85
+ Epoch 14
86
+ 2024-05-28 11:18:09,237 - INFO - [16384/19133] Loss : 1.1240
87
+ 2024-05-28 11:18:09,680 - INFO - Test loss : 0.4370
88
+ 2024-05-28 11:18:09,680 - INFO -
89
+ Epoch 15
90
+ 2024-05-28 11:18:28,510 - INFO - [16384/19133] Loss : 1.1192
91
+ 2024-05-28 11:18:28,956 - INFO - Test loss : 0.4143
92
+ 2024-05-28 11:18:28,956 - INFO -
93
+ Epoch 16
94
+ 2024-05-28 11:18:47,604 - INFO - [16384/19133] Loss : 1.1099
95
+ 2024-05-28 11:18:48,042 - INFO - Test loss : 0.4120
96
+ 2024-05-28 11:18:48,042 - INFO -
97
+ Epoch 17
98
+ 2024-05-28 11:19:06,799 - INFO - [16384/19133] Loss : 1.1025
99
+ 2024-05-28 11:19:07,253 - INFO - Test loss : 0.4324
100
+ 2024-05-28 11:19:07,254 - INFO -
101
+ Epoch 18
102
+ 2024-05-28 11:19:25,729 - INFO - [16384/19133] Loss : 1.0973
103
+ 2024-05-28 11:19:26,138 - INFO - Test loss : 0.4605
104
+ 2024-05-28 11:19:26,138 - INFO -
105
+ Epoch 19
106
+ 2024-05-28 11:19:46,684 - INFO - [16384/19133] Loss : 1.0963
107
+ 2024-05-28 11:19:47,160 - INFO - Test loss : 0.4666
108
+ 2024-05-28 11:19:47,160 - INFO -
109
+ Epoch 20
110
+ 2024-05-28 11:20:06,294 - INFO - [16384/19133] Loss : 1.0853
111
+ 2024-05-28 11:20:06,733 - INFO - Test loss : 0.4564
112
+ 2024-05-28 11:20:06,743 - INFO - (443,)
113
+ 2024-05-28 11:20:06,759 - INFO - Split ID: 0
114
+ 2024-05-28 11:20:06,759 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 2.71
115
+ 2024-05-28 11:20:06,759 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 6.32
116
+ 2024-05-28 11:20:06,759 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 8.13
117
+ 2024-05-28 11:20:06,759 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 15.35
118
+ 2024-05-28 11:20:06,759 - INFO -
119
+ No prior
120
+ 2024-05-28 11:20:06,760 - INFO - (2262,)
121
+ 2024-05-28 11:20:06,813 - INFO - Split ID: 0
122
+ 2024-05-28 11:20:06,813 - INFO - Top 1 (Epoch 20)acc (%): 70.07
123
+ 2024-05-28 11:20:06,813 - INFO - Top 3 (Epoch 20)acc (%): 86.6
124
+ 2024-05-28 11:20:06,813 - INFO - Top 5 (Epoch 20)acc (%): 90.05
125
+ 2024-05-28 11:20:06,813 - INFO - Top 10 (Epoch 20)acc (%): 92.88
126
+ 2024-05-28 11:20:08,355 - INFO - Split ID: 0
127
+ 2024-05-28 11:20:08,355 - INFO - Top 1 (Epoch 20)acc (%): 71.62
128
+ 2024-05-28 11:20:08,355 - INFO - Top 3 (Epoch 20)acc (%): 86.52
129
+ 2024-05-28 11:20:08,355 - INFO - Top 5 (Epoch 20)acc (%): 89.79
130
+ 2024-05-28 11:20:08,355 - INFO - Top 10 (Epoch 20)acc (%): 93.15
131
+ 2024-05-28 11:20:08,355 - INFO -
132
+ Epoch 21
133
+ 2024-05-28 11:20:27,024 - INFO - [16384/19133] Loss : 1.0839
134
+ 2024-05-28 11:20:27,370 - INFO - Test loss : 0.4436
135
+ 2024-05-28 11:20:27,370 - INFO -
136
+ Epoch 22
137
+ 2024-05-28 11:20:46,225 - INFO - [16384/19133] Loss : 1.0801
138
+ 2024-05-28 11:20:46,672 - INFO - Test loss : 0.4594
139
+ 2024-05-28 11:20:46,672 - INFO -
140
+ Epoch 23
141
+ 2024-05-28 11:21:05,581 - INFO - [16384/19133] Loss : 1.0730
142
+ 2024-05-28 11:21:06,020 - INFO - Test loss : 0.4421
143
+ 2024-05-28 11:21:06,020 - INFO -
144
+ Epoch 24
145
+ 2024-05-28 11:21:24,533 - INFO - [16384/19133] Loss : 1.0687
146
+ 2024-05-28 11:21:24,946 - INFO - Test loss : 0.4515
147
+ 2024-05-28 11:21:24,946 - INFO -
148
+ Epoch 25
149
+ 2024-05-28 11:21:43,898 - INFO - [16384/19133] Loss : 1.0660
150
+ 2024-05-28 11:21:44,303 - INFO - Test loss : 0.4584
151
+ 2024-05-28 11:21:44,304 - INFO -
152
+ Epoch 26
153
+ 2024-05-28 11:22:02,974 - INFO - [16384/19133] Loss : 1.0600
154
+ 2024-05-28 11:22:03,397 - INFO - Test loss : 0.4688
155
+ 2024-05-28 11:22:03,398 - INFO -
156
+ Epoch 27
157
+ 2024-05-28 11:22:22,408 - INFO - [16384/19133] Loss : 1.0548
158
+ 2024-05-28 11:22:22,847 - INFO - Test loss : 0.4569
159
+ 2024-05-28 11:22:22,847 - INFO -
160
+ Epoch 28
161
+ 2024-05-28 11:22:41,562 - INFO - [16384/19133] Loss : 1.0530
162
+ 2024-05-28 11:22:41,903 - INFO - Test loss : 0.4605
163
+ 2024-05-28 11:22:41,903 - INFO -
164
+ Epoch 29
165
+ 2024-05-28 11:23:00,790 - INFO - [16384/19133] Loss : 1.0525
166
+ 2024-05-28 11:23:01,216 - INFO - Test loss : 0.4755
167
+ 2024-05-28 11:23:01,216 - INFO - Saving output model to ../models/sphere2vec_dfs/model_birdsnap_orig_meta_Sphere2Vec-dfs_inception_v3_0.0100_32_0.0200000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
168
+ 2024-05-28 11:23:01,261 - INFO - Saving output model to ../models/sphere2vec_dfs/model_birdsnap_orig_meta_Sphere2Vec-dfs_inception_v3_0.0100_32_0.0200000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
169
+ 2024-05-28 11:23:01,415 - INFO -
170
+ No prior
171
+ 2024-05-28 11:23:01,416 - INFO - (2262,)
172
+ 2024-05-28 11:23:01,471 - INFO - Split ID: 0
173
+ 2024-05-28 11:23:01,471 - INFO - Top 1 acc (%): 70.07
174
+ 2024-05-28 11:23:01,471 - INFO - Top 3 acc (%): 86.6
175
+ 2024-05-28 11:23:01,471 - INFO - Top 5 acc (%): 90.05
176
+ 2024-05-28 11:23:01,471 - INFO - Top 10 acc (%): 92.88
177
+ 2024-05-28 11:23:02,971 - INFO - Split ID: 0
178
+ 2024-05-28 11:23:02,971 - INFO - Top 1 acc (%): 71.79
179
+ 2024-05-28 11:23:02,971 - INFO - Top 3 acc (%): 86.6
180
+ 2024-05-28 11:23:02,971 - INFO - Top 5 acc (%): 89.83
181
+ 2024-05-28 11:23:02,972 - INFO - Top 10 acc (%): 93.1
182
+ 2024-05-28 11:23:02,972 - INFO -
183
+ Sphere2Vec-dfs
184
+ 2024-05-28 11:23:02,972 - INFO - Model : model_birdsnap_orig_meta_Sphere2Vec-dfs_inception_v3_0.0100_32_0.0200000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
185
+ 2024-05-28 11:23:02,994 - INFO - (443,)
186
+ 2024-05-28 11:23:03,010 - INFO - Split ID: 0
187
+ 2024-05-28 11:23:03,011 - INFO - Top 1 LocEnc acc (%): 2.48
188
+ 2024-05-28 11:23:03,011 - INFO - Top 3 LocEnc acc (%): 5.87
189
+ 2024-05-28 11:23:03,011 - INFO - Top 5 LocEnc acc (%): 8.8
190
+ 2024-05-28 11:23:03,011 - INFO - Top 10 LocEnc acc (%): 14.9
191
+ 2024-05-31 03:56:51,106 - INFO -
192
+ num_classes 500
193
+ 2024-05-31 03:56:51,106 - INFO - num train 19133
194
+ 2024-05-31 03:56:51,106 - INFO - num val 443
195
+ 2024-05-31 03:56:51,106 - INFO - train loss full_loss
196
+ 2024-05-31 03:56:51,106 - INFO - model name ../models/sphere2vec_dfs/model_birdsnap_orig_meta_Sphere2Vec-dfs_inception_v3_0.0100_32_0.0200000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
197
+ 2024-05-31 03:56:51,106 - INFO - num users 2872
198
+ 2024-05-31 03:56:51,106 - INFO - meta data orig_meta
199
+ 2024-05-31 03:56:51,967 - INFO -
200
+ Only Sphere2Vec-dfs
201
+ 2024-05-31 03:56:51,967 - INFO - Model : model_birdsnap_orig_meta_Sphere2Vec-dfs_inception_v3_0.0100_32_0.0200000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
202
+ 2024-05-31 03:56:52,233 - INFO - Saving output model to ../models/sphere2vec_dfs/model_birdsnap_orig_meta_Sphere2Vec-dfs_inception_v3_0.0100_32_0.0200000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
203
+ 2024-05-31 03:56:52,482 - INFO - Saving output model to ../models/sphere2vec_dfs/model_birdsnap_orig_meta_Sphere2Vec-dfs_inception_v3_0.0100_32_0.0200000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
204
+ 2024-05-31 03:56:52,742 - INFO -
205
+ No prior
206
+ 2024-05-31 03:56:52,743 - INFO - (2262,)
207
+ 2024-05-31 03:56:52,858 - INFO - Save results to ../eval_results/eval_birdsnap_orig_meta_test_no_prior.csv
208
+ 2024-05-31 03:56:52,858 - INFO - Split ID: 0
209
+ 2024-05-31 03:56:52,858 - INFO - Top 1 acc (%): 70.07
210
+ 2024-05-31 03:56:52,859 - INFO - Top 3 acc (%): 86.6
211
+ 2024-05-31 03:56:52,859 - INFO - Top 5 acc (%): 90.05
212
+ 2024-05-31 03:56:52,859 - INFO - Top 10 acc (%): 92.88
213
+ 2024-05-31 03:56:53,710 - INFO - Split ID: 0
214
+ 2024-05-31 03:56:53,710 - INFO - Top 1 hit (%): 71.79
215
+ 2024-05-31 03:56:53,710 - INFO - Top 3 hit (%): 86.6
216
+ 2024-05-31 03:56:53,710 - INFO - Top 5 hit (%): 89.83
217
+ 2024-05-31 03:56:53,710 - INFO - Top 10 hit (%): 93.1
218
+ 2024-05-31 03:56:53,711 - INFO -
219
+ Only Sphere2Vec-dfs
220
+ 2024-05-31 03:56:53,711 - INFO - Model : model_birdsnap_orig_meta_Sphere2Vec-dfs_inception_v3_0.0100_32_0.0200000_1.000_1_512_BATCH4096_leakyrelu.pth.tar
221
+ 2024-05-31 03:56:53,765 - INFO - (443,)
222
+ 2024-05-31 03:56:53,780 - INFO - Split ID: 0
223
+ 2024-05-31 03:56:53,781 - INFO - Top 1 LocEnc acc (%): 2.48
224
+ 2024-05-31 03:56:53,781 - INFO - Top 3 LocEnc acc (%): 5.87
225
+ 2024-05-31 03:56:53,781 - INFO - Top 5 LocEnc acc (%): 8.8
226
+ 2024-05-31 03:56:53,781 - INFO - Top 10 LocEnc acc (%): 14.9