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Upload data/model_birdsnap_orig_meta_Space2Vec-theory_inception_v3_0.0100_64_0.0100000_360.000_1_256_BATCH4096_leakyrelu.log with huggingface_hub

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  1. data/model_birdsnap_orig_meta_Space2Vec-theory_inception_v3_0.0100_64_0.0100000_360.000_1_256_BATCH4096_leakyrelu.log +226 -0
data/model_birdsnap_orig_meta_Space2Vec-theory_inception_v3_0.0100_64_0.0100000_360.000_1_256_BATCH4096_leakyrelu.log ADDED
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1
+ 2024-05-23 16:56:49,197 - INFO -
2
+ num_classes 500
3
+ 2024-05-23 16:56:49,197 - INFO - num train 19133
4
+ 2024-05-23 16:56:49,197 - INFO - num val 443
5
+ 2024-05-23 16:56:49,197 - INFO - train loss full_loss
6
+ 2024-05-23 16:56:49,198 - INFO - model name ../models/space2vec_theory/model_birdsnap_orig_meta_Space2Vec-theory_inception_v3_0.0100_64_0.0100000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
7
+ 2024-05-23 16:56:49,198 - INFO - num users 2872
8
+ 2024-05-23 16:56:49,198 - INFO - meta data orig_meta
9
+ 2024-05-23 16:56:50,088 - INFO -
10
+ Epoch 0
11
+ 2024-05-23 16:57:08,282 - INFO - [16384/19133] Loss : 1.7678
12
+ 2024-05-23 16:57:08,567 - INFO - Test loss : 0.4243
13
+ 2024-05-23 16:57:08,567 - INFO -
14
+ Epoch 1
15
+ 2024-05-23 16:57:24,287 - INFO - [16384/19133] Loss : 1.3865
16
+ 2024-05-23 16:57:24,311 - INFO - Test loss : 0.6888
17
+ 2024-05-23 16:57:24,311 - INFO -
18
+ Epoch 2
19
+ 2024-05-23 16:57:39,584 - INFO - [16384/19133] Loss : 1.2173
20
+ 2024-05-23 16:57:40,117 - INFO - Test loss : 0.4907
21
+ 2024-05-23 16:57:40,117 - INFO -
22
+ Epoch 3
23
+ 2024-05-23 16:57:58,455 - INFO - [16384/19133] Loss : 1.1123
24
+ 2024-05-23 16:57:58,745 - INFO - Test loss : 0.3817
25
+ 2024-05-23 16:57:58,745 - INFO -
26
+ Epoch 4
27
+ 2024-05-23 16:58:14,443 - INFO - [16384/19133] Loss : 1.0532
28
+ 2024-05-23 16:58:14,727 - INFO - Test loss : 0.4508
29
+ 2024-05-23 16:58:14,727 - INFO -
30
+ Epoch 5
31
+ 2024-05-23 16:58:30,194 - INFO - [16384/19133] Loss : 0.9950
32
+ 2024-05-23 16:58:30,694 - INFO - Test loss : 0.4566
33
+ 2024-05-23 16:58:30,694 - INFO -
34
+ Epoch 6
35
+ 2024-05-23 16:58:47,952 - INFO - [16384/19133] Loss : 0.9545
36
+ 2024-05-23 16:58:48,489 - INFO - Test loss : 0.4298
37
+ 2024-05-23 16:58:48,489 - INFO -
38
+ Epoch 7
39
+ 2024-05-23 16:59:05,759 - INFO - [16384/19133] Loss : 0.9222
40
+ 2024-05-23 16:59:06,297 - INFO - Test loss : 0.4749
41
+ 2024-05-23 16:59:06,297 - INFO -
42
+ Epoch 8
43
+ 2024-05-23 16:59:22,595 - INFO - [16384/19133] Loss : 0.8880
44
+ 2024-05-23 16:59:22,887 - INFO - Test loss : 0.4606
45
+ 2024-05-23 16:59:22,887 - INFO -
46
+ Epoch 9
47
+ 2024-05-23 16:59:40,345 - INFO - [16384/19133] Loss : 0.8690
48
+ 2024-05-23 16:59:40,604 - INFO - Test loss : 0.4722
49
+ 2024-05-23 16:59:40,605 - INFO -
50
+ Epoch 10
51
+ 2024-05-23 16:59:57,815 - INFO - [16384/19133] Loss : 0.8407
52
+ 2024-05-23 16:59:58,148 - INFO - Test loss : 0.4865
53
+ 2024-05-23 16:59:58,158 - INFO - (443,)
54
+ 2024-05-23 16:59:58,174 - INFO - Split ID: 0
55
+ 2024-05-23 16:59:58,175 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 6.32
56
+ 2024-05-23 16:59:58,175 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 11.51
57
+ 2024-05-23 16:59:58,175 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 15.8
58
+ 2024-05-23 16:59:58,175 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 24.83
59
+ 2024-05-23 16:59:58,175 - INFO -
60
+ No prior
61
+ 2024-05-23 16:59:58,176 - INFO - (2262,)
62
+ 2024-05-23 16:59:58,229 - INFO - Split ID: 0
63
+ 2024-05-23 16:59:58,229 - INFO - Top 1 (Epoch 10)acc (%): 70.07
64
+ 2024-05-23 16:59:58,229 - INFO - Top 3 (Epoch 10)acc (%): 86.6
65
+ 2024-05-23 16:59:58,229 - INFO - Top 5 (Epoch 10)acc (%): 90.05
66
+ 2024-05-23 16:59:58,229 - INFO - Top 10 (Epoch 10)acc (%): 92.88
67
+ 2024-05-23 16:59:59,602 - INFO - Split ID: 0
68
+ 2024-05-23 16:59:59,602 - INFO - Top 1 (Epoch 10)acc (%): 71.57
69
+ 2024-05-23 16:59:59,602 - INFO - Top 3 (Epoch 10)acc (%): 86.47
70
+ 2024-05-23 16:59:59,602 - INFO - Top 5 (Epoch 10)acc (%): 90.01
71
+ 2024-05-23 16:59:59,602 - INFO - Top 10 (Epoch 10)acc (%): 93.32
72
+ 2024-05-23 16:59:59,602 - INFO -
73
+ Epoch 11
74
+ 2024-05-23 17:00:17,452 - INFO - [16384/19133] Loss : 0.8268
75
+ 2024-05-23 17:00:17,905 - INFO - Test loss : 0.4813
76
+ 2024-05-23 17:00:17,905 - INFO -
77
+ Epoch 12
78
+ 2024-05-23 17:00:35,150 - INFO - [16384/19133] Loss : 0.8086
79
+ 2024-05-23 17:00:35,477 - INFO - Test loss : 0.5216
80
+ 2024-05-23 17:00:35,478 - INFO -
81
+ Epoch 13
82
+ 2024-05-23 17:00:52,716 - INFO - [16384/19133] Loss : 0.7928
83
+ 2024-05-23 17:00:53,043 - INFO - Test loss : 0.5154
84
+ 2024-05-23 17:00:53,043 - INFO -
85
+ Epoch 14
86
+ 2024-05-23 17:01:10,371 - INFO - [16384/19133] Loss : 0.7796
87
+ 2024-05-23 17:01:10,659 - INFO - Test loss : 0.5331
88
+ 2024-05-23 17:01:10,659 - INFO -
89
+ Epoch 15
90
+ 2024-05-23 17:01:27,409 - INFO - [16384/19133] Loss : 0.7589
91
+ 2024-05-23 17:01:27,717 - INFO - Test loss : 0.5682
92
+ 2024-05-23 17:01:27,718 - INFO -
93
+ Epoch 16
94
+ 2024-05-23 17:01:44,941 - INFO - [16384/19133] Loss : 0.7533
95
+ 2024-05-23 17:01:45,227 - INFO - Test loss : 0.5605
96
+ 2024-05-23 17:01:45,227 - INFO -
97
+ Epoch 17
98
+ 2024-05-23 17:02:02,609 - INFO - [16384/19133] Loss : 0.7450
99
+ 2024-05-23 17:02:03,150 - INFO - Test loss : 0.5665
100
+ 2024-05-23 17:02:03,150 - INFO -
101
+ Epoch 18
102
+ 2024-05-23 17:02:20,193 - INFO - [16384/19133] Loss : 0.7290
103
+ 2024-05-23 17:02:20,733 - INFO - Test loss : 0.5826
104
+ 2024-05-23 17:02:20,733 - INFO -
105
+ Epoch 19
106
+ 2024-05-23 17:02:38,048 - INFO - [16384/19133] Loss : 0.7211
107
+ 2024-05-23 17:02:38,374 - INFO - Test loss : 0.5841
108
+ 2024-05-23 17:02:38,374 - INFO -
109
+ Epoch 20
110
+ 2024-05-23 17:02:55,919 - INFO - [16384/19133] Loss : 0.7144
111
+ 2024-05-23 17:02:56,245 - INFO - Test loss : 0.5960
112
+ 2024-05-23 17:02:56,251 - INFO - (443,)
113
+ 2024-05-23 17:02:56,267 - INFO - Split ID: 0
114
+ 2024-05-23 17:02:56,268 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 5.42
115
+ 2024-05-23 17:02:56,268 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 13.77
116
+ 2024-05-23 17:02:56,268 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 19.19
117
+ 2024-05-23 17:02:56,268 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 29.12
118
+ 2024-05-23 17:02:56,268 - INFO -
119
+ No prior
120
+ 2024-05-23 17:02:56,269 - INFO - (2262,)
121
+ 2024-05-23 17:02:56,320 - INFO - Split ID: 0
122
+ 2024-05-23 17:02:56,321 - INFO - Top 1 (Epoch 20)acc (%): 70.07
123
+ 2024-05-23 17:02:56,321 - INFO - Top 3 (Epoch 20)acc (%): 86.6
124
+ 2024-05-23 17:02:56,321 - INFO - Top 5 (Epoch 20)acc (%): 90.05
125
+ 2024-05-23 17:02:56,321 - INFO - Top 10 (Epoch 20)acc (%): 92.88
126
+ 2024-05-23 17:02:57,866 - INFO - Split ID: 0
127
+ 2024-05-23 17:02:57,866 - INFO - Top 1 (Epoch 20)acc (%): 71.93
128
+ 2024-05-23 17:02:57,866 - INFO - Top 3 (Epoch 20)acc (%): 86.52
129
+ 2024-05-23 17:02:57,866 - INFO - Top 5 (Epoch 20)acc (%): 89.92
130
+ 2024-05-23 17:02:57,866 - INFO - Top 10 (Epoch 20)acc (%): 93.15
131
+ 2024-05-23 17:02:57,866 - INFO -
132
+ Epoch 21
133
+ 2024-05-23 17:03:15,196 - INFO - [16384/19133] Loss : 0.7087
134
+ 2024-05-23 17:03:15,735 - INFO - Test loss : 0.6357
135
+ 2024-05-23 17:03:15,736 - INFO -
136
+ Epoch 22
137
+ 2024-05-23 17:03:32,737 - INFO - [16384/19133] Loss : 0.7005
138
+ 2024-05-23 17:03:33,005 - INFO - Test loss : 0.6378
139
+ 2024-05-23 17:03:33,005 - INFO -
140
+ Epoch 23
141
+ 2024-05-23 17:03:50,615 - INFO - [16384/19133] Loss : 0.6916
142
+ 2024-05-23 17:03:51,158 - INFO - Test loss : 0.6639
143
+ 2024-05-23 17:03:51,159 - INFO -
144
+ Epoch 24
145
+ 2024-05-23 17:04:05,646 - INFO - [16384/19133] Loss : 0.6876
146
+ 2024-05-23 17:04:06,078 - INFO - Test loss : 0.6553
147
+ 2024-05-23 17:04:06,078 - INFO -
148
+ Epoch 25
149
+ 2024-05-23 17:04:20,530 - INFO - [16384/19133] Loss : 0.6765
150
+ 2024-05-23 17:04:20,856 - INFO - Test loss : 0.6747
151
+ 2024-05-23 17:04:20,857 - INFO -
152
+ Epoch 26
153
+ 2024-05-23 17:04:37,318 - INFO - [16384/19133] Loss : 0.6700
154
+ 2024-05-23 17:04:37,837 - INFO - Test loss : 0.7051
155
+ 2024-05-23 17:04:37,838 - INFO -
156
+ Epoch 27
157
+ 2024-05-23 17:04:55,926 - INFO - [16384/19133] Loss : 0.6653
158
+ 2024-05-23 17:04:56,358 - INFO - Test loss : 0.6967
159
+ 2024-05-23 17:04:56,358 - INFO -
160
+ Epoch 28
161
+ 2024-05-23 17:05:13,333 - INFO - [16384/19133] Loss : 0.6603
162
+ 2024-05-23 17:05:13,841 - INFO - Test loss : 0.7098
163
+ 2024-05-23 17:05:13,841 - INFO -
164
+ Epoch 29
165
+ 2024-05-23 17:05:31,283 - INFO - [16384/19133] Loss : 0.6554
166
+ 2024-05-23 17:05:31,612 - INFO - Test loss : 0.7359
167
+ 2024-05-23 17:05:31,612 - INFO - Saving output model to ../models/space2vec_theory/model_birdsnap_orig_meta_Space2Vec-theory_inception_v3_0.0100_64_0.0100000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
168
+ 2024-05-23 17:05:31,624 - INFO - Saving output model to ../models/space2vec_theory/model_birdsnap_orig_meta_Space2Vec-theory_inception_v3_0.0100_64_0.0100000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
169
+ 2024-05-23 17:05:31,657 - INFO -
170
+ No prior
171
+ 2024-05-23 17:05:31,658 - INFO - (2262,)
172
+ 2024-05-23 17:05:31,710 - INFO - Split ID: 0
173
+ 2024-05-23 17:05:31,710 - INFO - Top 1 acc (%): 70.07
174
+ 2024-05-23 17:05:31,710 - INFO - Top 3 acc (%): 86.6
175
+ 2024-05-23 17:05:31,710 - INFO - Top 5 acc (%): 90.05
176
+ 2024-05-23 17:05:31,710 - INFO - Top 10 acc (%): 92.88
177
+ 2024-05-23 17:05:33,130 - INFO - Split ID: 0
178
+ 2024-05-23 17:05:33,130 - INFO - Top 1 acc (%): 71.79
179
+ 2024-05-23 17:05:33,130 - INFO - Top 3 acc (%): 86.38
180
+ 2024-05-23 17:05:33,130 - INFO - Top 5 acc (%): 89.7
181
+ 2024-05-23 17:05:33,130 - INFO - Top 10 acc (%): 93.02
182
+ 2024-05-23 17:05:33,130 - INFO -
183
+ Space2Vec-theory
184
+ 2024-05-23 17:05:33,130 - INFO - Model : model_birdsnap_orig_meta_Space2Vec-theory_inception_v3_0.0100_64_0.0100000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
185
+ 2024-05-23 17:05:33,195 - INFO - (443,)
186
+ 2024-05-23 17:05:33,211 - INFO - Split ID: 0
187
+ 2024-05-23 17:05:33,211 - INFO - Top 1 LocEnc acc (%): 7.67
188
+ 2024-05-23 17:05:33,211 - INFO - Top 3 LocEnc acc (%): 14.22
189
+ 2024-05-23 17:05:33,211 - INFO - Top 5 LocEnc acc (%): 19.41
190
+ 2024-05-23 17:05:33,212 - INFO - Top 10 LocEnc acc (%): 28.89
191
+ 2024-05-31 01:47:54,882 - INFO -
192
+ num_classes 500
193
+ 2024-05-31 01:47:54,883 - INFO - num train 19133
194
+ 2024-05-31 01:47:54,883 - INFO - num val 443
195
+ 2024-05-31 01:47:54,883 - INFO - train loss full_loss
196
+ 2024-05-31 01:47:54,883 - INFO - model name ../models/space2vec_theory/model_birdsnap_orig_meta_Space2Vec-theory_inception_v3_0.0100_64_0.0100000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
197
+ 2024-05-31 01:47:54,883 - INFO - num users 2872
198
+ 2024-05-31 01:47:54,883 - INFO - meta data orig_meta
199
+ 2024-05-31 01:47:55,691 - INFO -
200
+ Only Space2Vec-theory
201
+ 2024-05-31 01:47:55,691 - INFO - Model : model_birdsnap_orig_meta_Space2Vec-theory_inception_v3_0.0100_64_0.0100000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
202
+ 2024-05-31 01:47:55,800 - INFO - Saving output model to ../models/space2vec_theory/model_birdsnap_orig_meta_Space2Vec-theory_inception_v3_0.0100_64_0.0100000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
203
+ 2024-05-31 01:47:55,843 - INFO - Saving output model to ../models/space2vec_theory/model_birdsnap_orig_meta_Space2Vec-theory_inception_v3_0.0100_64_0.0100000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
204
+ 2024-05-31 01:47:55,872 - INFO -
205
+ No prior
206
+ 2024-05-31 01:47:55,874 - INFO - (2262,)
207
+ 2024-05-31 01:47:55,993 - INFO - Save results to ../eval_results/eval_birdsnap_orig_meta_test_no_prior.csv
208
+ 2024-05-31 01:47:55,993 - INFO - Split ID: 0
209
+ 2024-05-31 01:47:55,993 - INFO - Top 1 acc (%): 70.07
210
+ 2024-05-31 01:47:55,993 - INFO - Top 3 acc (%): 86.6
211
+ 2024-05-31 01:47:55,993 - INFO - Top 5 acc (%): 90.05
212
+ 2024-05-31 01:47:55,993 - INFO - Top 10 acc (%): 92.88
213
+ 2024-05-31 01:47:57,082 - INFO - Split ID: 0
214
+ 2024-05-31 01:47:57,082 - INFO - Top 1 hit (%): 71.79
215
+ 2024-05-31 01:47:57,082 - INFO - Top 3 hit (%): 86.38
216
+ 2024-05-31 01:47:57,082 - INFO - Top 5 hit (%): 89.7
217
+ 2024-05-31 01:47:57,082 - INFO - Top 10 hit (%): 93.02
218
+ 2024-05-31 01:47:57,083 - INFO -
219
+ Only Space2Vec-theory
220
+ 2024-05-31 01:47:57,083 - INFO - Model : model_birdsnap_orig_meta_Space2Vec-theory_inception_v3_0.0100_64_0.0100000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
221
+ 2024-05-31 01:47:57,119 - INFO - (443,)
222
+ 2024-05-31 01:47:57,135 - INFO - Split ID: 0
223
+ 2024-05-31 01:47:57,136 - INFO - Top 1 LocEnc acc (%): 7.67
224
+ 2024-05-31 01:47:57,136 - INFO - Top 3 LocEnc acc (%): 14.22
225
+ 2024-05-31 01:47:57,136 - INFO - Top 5 LocEnc acc (%): 19.41
226
+ 2024-05-31 01:47:57,136 - INFO - Top 10 LocEnc acc (%): 28.89