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Upload data/model_nabirds_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.log with huggingface_hub

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  1. data/model_nabirds_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.log +226 -0
data/model_nabirds_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.log ADDED
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1
+ 2024-05-23 17:15:55,932 - INFO -
2
+ num_classes 555
3
+ 2024-05-23 17:15:55,932 - INFO - num train 22599
4
+ 2024-05-23 17:15:55,932 - INFO - num val 1100
5
+ 2024-05-23 17:15:55,932 - INFO - train loss full_loss
6
+ 2024-05-23 17:15:55,932 - INFO - model name ../models/space2vec_theory/model_nabirds_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
7
+ 2024-05-23 17:15:55,932 - INFO - num users 5331
8
+ 2024-05-23 17:15:55,933 - INFO - meta data ebird_meta
9
+ 2024-05-23 17:15:56,708 - INFO -
10
+ Epoch 0
11
+ 2024-05-23 17:16:17,113 - INFO - [20480/22599] Loss : 1.6591
12
+ 2024-05-23 17:16:18,129 - INFO - Test loss : 1.0968
13
+ 2024-05-23 17:16:18,129 - INFO -
14
+ Epoch 1
15
+ 2024-05-23 17:16:38,507 - INFO - [20480/22599] Loss : 1.3185
16
+ 2024-05-23 17:16:39,528 - INFO - Test loss : 0.3637
17
+ 2024-05-23 17:16:39,529 - INFO -
18
+ Epoch 2
19
+ 2024-05-23 17:16:59,951 - INFO - [20480/22599] Loss : 1.1092
20
+ 2024-05-23 17:17:00,953 - INFO - Test loss : 0.5217
21
+ 2024-05-23 17:17:00,953 - INFO -
22
+ Epoch 3
23
+ 2024-05-23 17:17:21,297 - INFO - [20480/22599] Loss : 1.0390
24
+ 2024-05-23 17:17:22,103 - INFO - Test loss : 0.4443
25
+ 2024-05-23 17:17:22,104 - INFO -
26
+ Epoch 4
27
+ 2024-05-23 17:17:42,393 - INFO - [20480/22599] Loss : 0.9929
28
+ 2024-05-23 17:17:43,369 - INFO - Test loss : 0.3695
29
+ 2024-05-23 17:17:43,369 - INFO -
30
+ Epoch 5
31
+ 2024-05-23 17:18:04,065 - INFO - [20480/22599] Loss : 0.9580
32
+ 2024-05-23 17:18:05,086 - INFO - Test loss : 0.4628
33
+ 2024-05-23 17:18:05,086 - INFO -
34
+ Epoch 6
35
+ 2024-05-23 17:18:25,364 - INFO - [20480/22599] Loss : 0.9334
36
+ 2024-05-23 17:18:26,379 - INFO - Test loss : 0.4225
37
+ 2024-05-23 17:18:26,379 - INFO -
38
+ Epoch 7
39
+ 2024-05-23 17:18:46,610 - INFO - [20480/22599] Loss : 0.9118
40
+ 2024-05-23 17:18:47,626 - INFO - Test loss : 0.4542
41
+ 2024-05-23 17:18:47,627 - INFO -
42
+ Epoch 8
43
+ 2024-05-23 17:19:07,850 - INFO - [20480/22599] Loss : 0.8945
44
+ 2024-05-23 17:19:08,866 - INFO - Test loss : 0.4696
45
+ 2024-05-23 17:19:08,866 - INFO -
46
+ Epoch 9
47
+ 2024-05-23 17:19:29,236 - INFO - [20480/22599] Loss : 0.8801
48
+ 2024-05-23 17:19:29,790 - INFO - Test loss : 0.4740
49
+ 2024-05-23 17:19:29,790 - INFO -
50
+ Epoch 10
51
+ 2024-05-23 17:19:50,135 - INFO - [20480/22599] Loss : 0.8690
52
+ 2024-05-23 17:19:51,079 - INFO - Test loss : 0.4967
53
+ 2024-05-23 17:19:51,091 - INFO - (1100,)
54
+ 2024-05-23 17:19:51,136 - INFO - Split ID: 0
55
+ 2024-05-23 17:19:51,137 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 2.64
56
+ 2024-05-23 17:19:51,137 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 6.82
57
+ 2024-05-23 17:19:51,137 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 10.64
58
+ 2024-05-23 17:19:51,137 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 17.09
59
+ 2024-05-23 17:19:51,138 - INFO -
60
+ No prior
61
+ 2024-05-23 17:19:51,165 - INFO - (24633,)
62
+ 2024-05-23 17:19:51,835 - INFO - Split ID: 0
63
+ 2024-05-23 17:19:51,836 - INFO - Top 1 (Epoch 10)acc (%): 76.08
64
+ 2024-05-23 17:19:51,836 - INFO - Top 3 (Epoch 10)acc (%): 90.98
65
+ 2024-05-23 17:19:51,836 - INFO - Top 5 (Epoch 10)acc (%): 94.06
66
+ 2024-05-23 17:19:51,836 - INFO - Top 10 (Epoch 10)acc (%): 96.83
67
+ 2024-05-23 17:20:21,446 - INFO - Split ID: 0
68
+ 2024-05-23 17:20:21,447 - INFO - Top 1 (Epoch 10)acc (%): 81.46
69
+ 2024-05-23 17:20:21,447 - INFO - Top 3 (Epoch 10)acc (%): 93.53
70
+ 2024-05-23 17:20:21,447 - INFO - Top 5 (Epoch 10)acc (%): 95.86
71
+ 2024-05-23 17:20:21,447 - INFO - Top 10 (Epoch 10)acc (%): 97.9
72
+ 2024-05-23 17:20:21,450 - INFO -
73
+ Epoch 11
74
+ 2024-05-23 17:20:41,533 - INFO - [20480/22599] Loss : 0.8539
75
+ 2024-05-23 17:20:42,356 - INFO - Test loss : 0.5089
76
+ 2024-05-23 17:20:42,356 - INFO -
77
+ Epoch 12
78
+ 2024-05-23 17:21:02,893 - INFO - [20480/22599] Loss : 0.8407
79
+ 2024-05-23 17:21:03,889 - INFO - Test loss : 0.5385
80
+ 2024-05-23 17:21:03,889 - INFO -
81
+ Epoch 13
82
+ 2024-05-23 17:21:24,624 - INFO - [20480/22599] Loss : 0.8333
83
+ 2024-05-23 17:21:25,587 - INFO - Test loss : 0.5290
84
+ 2024-05-23 17:21:25,587 - INFO -
85
+ Epoch 14
86
+ 2024-05-23 17:21:46,058 - INFO - [20480/22599] Loss : 0.8221
87
+ 2024-05-23 17:21:47,074 - INFO - Test loss : 0.5707
88
+ 2024-05-23 17:21:47,074 - INFO -
89
+ Epoch 15
90
+ 2024-05-23 17:22:07,063 - INFO - [20480/22599] Loss : 0.8155
91
+ 2024-05-23 17:22:08,079 - INFO - Test loss : 0.5718
92
+ 2024-05-23 17:22:08,080 - INFO -
93
+ Epoch 16
94
+ 2024-05-23 17:22:28,384 - INFO - [20480/22599] Loss : 0.8056
95
+ 2024-05-23 17:22:29,402 - INFO - Test loss : 0.5945
96
+ 2024-05-23 17:22:29,402 - INFO -
97
+ Epoch 17
98
+ 2024-05-23 17:22:50,071 - INFO - [20480/22599] Loss : 0.7990
99
+ 2024-05-23 17:22:51,091 - INFO - Test loss : 0.5999
100
+ 2024-05-23 17:22:51,091 - INFO -
101
+ Epoch 18
102
+ 2024-05-23 17:23:11,167 - INFO - [20480/22599] Loss : 0.7918
103
+ 2024-05-23 17:23:12,187 - INFO - Test loss : 0.6236
104
+ 2024-05-23 17:23:12,187 - INFO -
105
+ Epoch 19
106
+ 2024-05-23 17:23:29,273 - INFO - [20480/22599] Loss : 0.7845
107
+ 2024-05-23 17:23:29,629 - INFO - Test loss : 0.6282
108
+ 2024-05-23 17:23:29,630 - INFO -
109
+ Epoch 20
110
+ 2024-05-23 17:23:49,787 - INFO - [20480/22599] Loss : 0.7820
111
+ 2024-05-23 17:23:50,789 - INFO - Test loss : 0.6291
112
+ 2024-05-23 17:23:50,798 - INFO - (1100,)
113
+ 2024-05-23 17:23:50,843 - INFO - Split ID: 0
114
+ 2024-05-23 17:23:50,844 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 2.91
115
+ 2024-05-23 17:23:50,844 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 7.64
116
+ 2024-05-23 17:23:50,844 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 10.73
117
+ 2024-05-23 17:23:50,844 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 17.18
118
+ 2024-05-23 17:23:50,845 - INFO -
119
+ No prior
120
+ 2024-05-23 17:23:50,868 - INFO - (24633,)
121
+ 2024-05-23 17:23:51,560 - INFO - Split ID: 0
122
+ 2024-05-23 17:23:51,560 - INFO - Top 1 (Epoch 20)acc (%): 76.08
123
+ 2024-05-23 17:23:51,560 - INFO - Top 3 (Epoch 20)acc (%): 90.98
124
+ 2024-05-23 17:23:51,560 - INFO - Top 5 (Epoch 20)acc (%): 94.06
125
+ 2024-05-23 17:23:51,560 - INFO - Top 10 (Epoch 20)acc (%): 96.83
126
+ 2024-05-23 17:24:21,077 - INFO - Split ID: 0
127
+ 2024-05-23 17:24:21,077 - INFO - Top 1 (Epoch 20)acc (%): 81.81
128
+ 2024-05-23 17:24:21,078 - INFO - Top 3 (Epoch 20)acc (%): 93.52
129
+ 2024-05-23 17:24:21,078 - INFO - Top 5 (Epoch 20)acc (%): 95.86
130
+ 2024-05-23 17:24:21,078 - INFO - Top 10 (Epoch 20)acc (%): 97.8
131
+ 2024-05-23 17:24:21,078 - INFO -
132
+ Epoch 21
133
+ 2024-05-23 17:24:41,469 - INFO - [20480/22599] Loss : 0.7761
134
+ 2024-05-23 17:24:42,474 - INFO - Test loss : 0.6548
135
+ 2024-05-23 17:24:42,474 - INFO -
136
+ Epoch 22
137
+ 2024-05-23 17:25:02,886 - INFO - [20480/22599] Loss : 0.7739
138
+ 2024-05-23 17:25:03,896 - INFO - Test loss : 0.6586
139
+ 2024-05-23 17:25:03,896 - INFO -
140
+ Epoch 23
141
+ 2024-05-23 17:25:24,281 - INFO - [20480/22599] Loss : 0.7664
142
+ 2024-05-23 17:25:25,299 - INFO - Test loss : 0.6870
143
+ 2024-05-23 17:25:25,299 - INFO -
144
+ Epoch 24
145
+ 2024-05-23 17:25:45,933 - INFO - [20480/22599] Loss : 0.7584
146
+ 2024-05-23 17:25:46,951 - INFO - Test loss : 0.6965
147
+ 2024-05-23 17:25:46,951 - INFO -
148
+ Epoch 25
149
+ 2024-05-23 17:26:07,317 - INFO - [20480/22599] Loss : 0.7547
150
+ 2024-05-23 17:26:08,321 - INFO - Test loss : 0.7121
151
+ 2024-05-23 17:26:08,321 - INFO -
152
+ Epoch 26
153
+ 2024-05-23 17:26:28,725 - INFO - [20480/22599] Loss : 0.7521
154
+ 2024-05-23 17:26:29,741 - INFO - Test loss : 0.7117
155
+ 2024-05-23 17:26:29,742 - INFO -
156
+ Epoch 27
157
+ 2024-05-23 17:26:50,408 - INFO - [20480/22599] Loss : 0.7450
158
+ 2024-05-23 17:26:51,368 - INFO - Test loss : 0.7499
159
+ 2024-05-23 17:26:51,368 - INFO -
160
+ Epoch 28
161
+ 2024-05-23 17:27:11,664 - INFO - [20480/22599] Loss : 0.7411
162
+ 2024-05-23 17:27:12,627 - INFO - Test loss : 0.7460
163
+ 2024-05-23 17:27:12,627 - INFO -
164
+ Epoch 29
165
+ 2024-05-23 17:27:32,966 - INFO - [20480/22599] Loss : 0.7407
166
+ 2024-05-23 17:27:33,837 - INFO - Test loss : 0.7521
167
+ 2024-05-23 17:27:33,837 - INFO - Saving output model to ../models/space2vec_theory/model_nabirds_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
168
+ 2024-05-23 17:27:33,851 - INFO - Saving output model to ../models/space2vec_theory/model_nabirds_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
169
+ 2024-05-23 17:27:33,886 - INFO -
170
+ No prior
171
+ 2024-05-23 17:27:33,909 - INFO - (24633,)
172
+ 2024-05-23 17:27:34,586 - INFO - Split ID: 0
173
+ 2024-05-23 17:27:34,586 - INFO - Top 1 acc (%): 76.08
174
+ 2024-05-23 17:27:34,587 - INFO - Top 3 acc (%): 90.98
175
+ 2024-05-23 17:27:34,587 - INFO - Top 5 acc (%): 94.06
176
+ 2024-05-23 17:27:34,587 - INFO - Top 10 acc (%): 96.83
177
+ 2024-05-23 17:28:04,220 - INFO - Split ID: 0
178
+ 2024-05-23 17:28:04,220 - INFO - Top 1 acc (%): 81.65
179
+ 2024-05-23 17:28:04,220 - INFO - Top 3 acc (%): 93.4
180
+ 2024-05-23 17:28:04,220 - INFO - Top 5 acc (%): 95.71
181
+ 2024-05-23 17:28:04,221 - INFO - Top 10 acc (%): 97.71
182
+ 2024-05-23 17:28:04,221 - INFO -
183
+ Space2Vec-theory
184
+ 2024-05-23 17:28:04,221 - INFO - Model : model_nabirds_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
185
+ 2024-05-23 17:28:04,237 - INFO - (1100,)
186
+ 2024-05-23 17:28:04,283 - INFO - Split ID: 0
187
+ 2024-05-23 17:28:04,284 - INFO - Top 1 LocEnc acc (%): 2.82
188
+ 2024-05-23 17:28:04,284 - INFO - Top 3 LocEnc acc (%): 7.82
189
+ 2024-05-23 17:28:04,284 - INFO - Top 5 LocEnc acc (%): 11.55
190
+ 2024-05-23 17:28:04,284 - INFO - Top 10 LocEnc acc (%): 18.64
191
+ 2024-05-31 01:49:51,812 - INFO -
192
+ num_classes 555
193
+ 2024-05-31 01:49:51,812 - INFO - num train 22599
194
+ 2024-05-31 01:49:51,812 - INFO - num val 1100
195
+ 2024-05-31 01:49:51,812 - INFO - train loss full_loss
196
+ 2024-05-31 01:49:51,812 - INFO - model name ../models/space2vec_theory/model_nabirds_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
197
+ 2024-05-31 01:49:51,812 - INFO - num users 5331
198
+ 2024-05-31 01:49:51,812 - INFO - meta data ebird_meta
199
+ 2024-05-31 01:49:52,560 - INFO -
200
+ Only Space2Vec-theory
201
+ 2024-05-31 01:49:52,560 - INFO - Model : model_nabirds_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
202
+ 2024-05-31 01:49:52,689 - INFO - Saving output model to ../models/space2vec_theory/model_nabirds_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
203
+ 2024-05-31 01:49:52,734 - INFO - Saving output model to ../models/space2vec_theory/model_nabirds_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
204
+ 2024-05-31 01:49:52,780 - INFO -
205
+ No prior
206
+ 2024-05-31 01:49:52,812 - INFO - (24633,)
207
+ 2024-05-31 01:49:54,367 - INFO - Save results to ../eval_results/eval_nabirds_ebird_meta_test_no_prior.csv
208
+ 2024-05-31 01:49:54,368 - INFO - Split ID: 0
209
+ 2024-05-31 01:49:54,368 - INFO - Top 1 acc (%): 76.08
210
+ 2024-05-31 01:49:54,368 - INFO - Top 3 acc (%): 90.98
211
+ 2024-05-31 01:49:54,368 - INFO - Top 5 acc (%): 94.06
212
+ 2024-05-31 01:49:54,368 - INFO - Top 10 acc (%): 96.83
213
+ 2024-05-31 01:50:06,742 - INFO - Split ID: 0
214
+ 2024-05-31 01:50:06,742 - INFO - Top 1 hit (%): 81.65
215
+ 2024-05-31 01:50:06,742 - INFO - Top 3 hit (%): 93.4
216
+ 2024-05-31 01:50:06,743 - INFO - Top 5 hit (%): 95.71
217
+ 2024-05-31 01:50:06,743 - INFO - Top 10 hit (%): 97.71
218
+ 2024-05-31 01:50:06,749 - INFO -
219
+ Only Space2Vec-theory
220
+ 2024-05-31 01:50:06,749 - INFO - Model : model_nabirds_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
221
+ 2024-05-31 01:50:06,788 - INFO - (1100,)
222
+ 2024-05-31 01:50:06,832 - INFO - Split ID: 0
223
+ 2024-05-31 01:50:06,833 - INFO - Top 1 LocEnc acc (%): 2.82
224
+ 2024-05-31 01:50:06,833 - INFO - Top 3 LocEnc acc (%): 7.82
225
+ 2024-05-31 01:50:06,833 - INFO - Top 5 LocEnc acc (%): 11.55
226
+ 2024-05-31 01:50:06,833 - INFO - Top 10 LocEnc acc (%): 18.64