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Upload data/model_nabirds_ebird_meta_Space2Vec-grid_inception_v3_0.0100_32_0.1000000_360.000_1_256_BATCH4096_leakyrelu.log with huggingface_hub

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  1. data/model_nabirds_ebird_meta_Space2Vec-grid_inception_v3_0.0100_32_0.1000000_360.000_1_256_BATCH4096_leakyrelu.log +226 -0
data/model_nabirds_ebird_meta_Space2Vec-grid_inception_v3_0.0100_32_0.1000000_360.000_1_256_BATCH4096_leakyrelu.log ADDED
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1
+ 2024-05-21 09:18:18,726 - INFO -
2
+ num_classes 555
3
+ 2024-05-21 09:18:18,726 - INFO - num train 22599
4
+ 2024-05-21 09:18:18,726 - INFO - num val 1100
5
+ 2024-05-21 09:18:18,726 - INFO - train loss full_loss
6
+ 2024-05-21 09:18:18,726 - INFO - model name ../models/space2vec_grid/model_nabirds_ebird_meta_Space2Vec-grid_inception_v3_0.0100_32_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
7
+ 2024-05-21 09:18:18,726 - INFO - num users 5331
8
+ 2024-05-21 09:18:18,726 - INFO - meta data ebird_meta
9
+ 2024-05-21 09:18:19,457 - INFO -
10
+ Epoch 0
11
+ 2024-05-21 09:18:41,868 - INFO - [20480/22599] Loss : 1.7161
12
+ 2024-05-21 09:18:42,918 - INFO - Test loss : 0.3869
13
+ 2024-05-21 09:18:42,918 - INFO -
14
+ Epoch 1
15
+ 2024-05-21 09:19:04,808 - INFO - [20480/22599] Loss : 1.1914
16
+ 2024-05-21 09:19:05,815 - INFO - Test loss : 0.3971
17
+ 2024-05-21 09:19:05,815 - INFO -
18
+ Epoch 2
19
+ 2024-05-21 09:19:27,707 - INFO - [20480/22599] Loss : 1.0732
20
+ 2024-05-21 09:19:28,749 - INFO - Test loss : 0.3502
21
+ 2024-05-21 09:19:28,749 - INFO -
22
+ Epoch 3
23
+ 2024-05-21 09:19:50,608 - INFO - [20480/22599] Loss : 1.0194
24
+ 2024-05-21 09:19:51,632 - INFO - Test loss : 0.3984
25
+ 2024-05-21 09:19:51,632 - INFO -
26
+ Epoch 4
27
+ 2024-05-21 09:20:13,494 - INFO - [20480/22599] Loss : 0.9826
28
+ 2024-05-21 09:20:14,547 - INFO - Test loss : 0.3830
29
+ 2024-05-21 09:20:14,548 - INFO -
30
+ Epoch 5
31
+ 2024-05-21 09:20:36,401 - INFO - [20480/22599] Loss : 0.9506
32
+ 2024-05-21 09:20:37,451 - INFO - Test loss : 0.3845
33
+ 2024-05-21 09:20:37,451 - INFO -
34
+ Epoch 6
35
+ 2024-05-21 09:20:59,292 - INFO - [20480/22599] Loss : 0.9272
36
+ 2024-05-21 09:21:00,337 - INFO - Test loss : 0.3876
37
+ 2024-05-21 09:21:00,337 - INFO -
38
+ Epoch 7
39
+ 2024-05-21 09:21:20,440 - INFO - [20480/22599] Loss : 0.9109
40
+ 2024-05-21 09:21:21,508 - INFO - Test loss : 0.4047
41
+ 2024-05-21 09:21:21,509 - INFO -
42
+ Epoch 8
43
+ 2024-05-21 09:21:43,315 - INFO - [20480/22599] Loss : 0.8911
44
+ 2024-05-21 09:21:44,363 - INFO - Test loss : 0.4561
45
+ 2024-05-21 09:21:44,363 - INFO -
46
+ Epoch 9
47
+ 2024-05-21 09:22:06,164 - INFO - [20480/22599] Loss : 0.8816
48
+ 2024-05-21 09:22:07,231 - INFO - Test loss : 0.4558
49
+ 2024-05-21 09:22:07,231 - INFO -
50
+ Epoch 10
51
+ 2024-05-21 09:22:28,952 - INFO - [20480/22599] Loss : 0.8664
52
+ 2024-05-21 09:22:30,020 - INFO - Test loss : 0.4825
53
+ 2024-05-21 09:22:30,034 - INFO - (1100,)
54
+ 2024-05-21 09:22:30,077 - INFO - Split ID: 0
55
+ 2024-05-21 09:22:30,077 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 1.73
56
+ 2024-05-21 09:22:30,077 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 6.09
57
+ 2024-05-21 09:22:30,077 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 9.82
58
+ 2024-05-21 09:22:30,077 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 16.73
59
+ 2024-05-21 09:22:30,078 - INFO -
60
+ No prior
61
+ 2024-05-21 09:22:30,105 - INFO - (24633,)
62
+ 2024-05-21 09:22:30,761 - INFO - Split ID: 0
63
+ 2024-05-21 09:22:30,761 - INFO - Top 1 (Epoch 10)acc (%): 76.08
64
+ 2024-05-21 09:22:30,761 - INFO - Top 3 (Epoch 10)acc (%): 90.98
65
+ 2024-05-21 09:22:30,761 - INFO - Top 5 (Epoch 10)acc (%): 94.06
66
+ 2024-05-21 09:22:30,761 - INFO - Top 10 (Epoch 10)acc (%): 96.83
67
+ 2024-05-21 09:23:02,193 - INFO - Split ID: 0
68
+ 2024-05-21 09:23:02,193 - INFO - Top 1 (Epoch 10)acc (%): 81.44
69
+ 2024-05-21 09:23:02,193 - INFO - Top 3 (Epoch 10)acc (%): 93.51
70
+ 2024-05-21 09:23:02,193 - INFO - Top 5 (Epoch 10)acc (%): 95.89
71
+ 2024-05-21 09:23:02,194 - INFO - Top 10 (Epoch 10)acc (%): 97.92
72
+ 2024-05-21 09:23:02,198 - INFO -
73
+ Epoch 11
74
+ 2024-05-21 09:23:23,994 - INFO - [20480/22599] Loss : 0.8604
75
+ 2024-05-21 09:23:25,048 - INFO - Test loss : 0.4877
76
+ 2024-05-21 09:23:25,048 - INFO -
77
+ Epoch 12
78
+ 2024-05-21 09:23:46,755 - INFO - [20480/22599] Loss : 0.8509
79
+ 2024-05-21 09:23:47,822 - INFO - Test loss : 0.4918
80
+ 2024-05-21 09:23:47,822 - INFO -
81
+ Epoch 13
82
+ 2024-05-21 09:24:09,634 - INFO - [20480/22599] Loss : 0.8399
83
+ 2024-05-21 09:24:10,662 - INFO - Test loss : 0.5271
84
+ 2024-05-21 09:24:10,662 - INFO -
85
+ Epoch 14
86
+ 2024-05-21 09:24:32,417 - INFO - [20480/22599] Loss : 0.8297
87
+ 2024-05-21 09:24:33,485 - INFO - Test loss : 0.5376
88
+ 2024-05-21 09:24:33,485 - INFO -
89
+ Epoch 15
90
+ 2024-05-21 09:24:55,260 - INFO - [20480/22599] Loss : 0.8243
91
+ 2024-05-21 09:24:56,299 - INFO - Test loss : 0.5383
92
+ 2024-05-21 09:24:56,299 - INFO -
93
+ Epoch 16
94
+ 2024-05-21 09:25:18,078 - INFO - [20480/22599] Loss : 0.8188
95
+ 2024-05-21 09:25:19,153 - INFO - Test loss : 0.5524
96
+ 2024-05-21 09:25:19,153 - INFO -
97
+ Epoch 17
98
+ 2024-05-21 09:25:40,966 - INFO - [20480/22599] Loss : 0.8115
99
+ 2024-05-21 09:25:42,000 - INFO - Test loss : 0.5983
100
+ 2024-05-21 09:25:42,000 - INFO -
101
+ Epoch 18
102
+ 2024-05-21 09:26:03,888 - INFO - [20480/22599] Loss : 0.8063
103
+ 2024-05-21 09:26:04,926 - INFO - Test loss : 0.6149
104
+ 2024-05-21 09:26:04,926 - INFO -
105
+ Epoch 19
106
+ 2024-05-21 09:26:26,734 - INFO - [20480/22599] Loss : 0.7993
107
+ 2024-05-21 09:26:27,796 - INFO - Test loss : 0.5862
108
+ 2024-05-21 09:26:27,796 - INFO -
109
+ Epoch 20
110
+ 2024-05-21 09:26:49,962 - INFO - [20480/22599] Loss : 0.7960
111
+ 2024-05-21 09:26:51,051 - INFO - Test loss : 0.6216
112
+ 2024-05-21 09:26:51,059 - INFO - (1100,)
113
+ 2024-05-21 09:26:51,103 - INFO - Split ID: 0
114
+ 2024-05-21 09:26:51,103 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 3.0
115
+ 2024-05-21 09:26:51,103 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 8.36
116
+ 2024-05-21 09:26:51,103 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 11.55
117
+ 2024-05-21 09:26:51,104 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 17.45
118
+ 2024-05-21 09:26:51,104 - INFO -
119
+ No prior
120
+ 2024-05-21 09:26:51,130 - INFO - (24633,)
121
+ 2024-05-21 09:26:51,786 - INFO - Split ID: 0
122
+ 2024-05-21 09:26:51,786 - INFO - Top 1 (Epoch 20)acc (%): 76.08
123
+ 2024-05-21 09:26:51,786 - INFO - Top 3 (Epoch 20)acc (%): 90.98
124
+ 2024-05-21 09:26:51,786 - INFO - Top 5 (Epoch 20)acc (%): 94.06
125
+ 2024-05-21 09:26:51,786 - INFO - Top 10 (Epoch 20)acc (%): 96.83
126
+ 2024-05-21 09:27:21,953 - INFO - Split ID: 0
127
+ 2024-05-21 09:27:21,953 - INFO - Top 1 (Epoch 20)acc (%): 81.74
128
+ 2024-05-21 09:27:21,953 - INFO - Top 3 (Epoch 20)acc (%): 93.49
129
+ 2024-05-21 09:27:21,953 - INFO - Top 5 (Epoch 20)acc (%): 95.81
130
+ 2024-05-21 09:27:21,953 - INFO - Top 10 (Epoch 20)acc (%): 97.82
131
+ 2024-05-21 09:27:21,954 - INFO -
132
+ Epoch 21
133
+ 2024-05-21 09:27:43,661 - INFO - [20480/22599] Loss : 0.7901
134
+ 2024-05-21 09:27:44,607 - INFO - Test loss : 0.6409
135
+ 2024-05-21 09:27:44,607 - INFO -
136
+ Epoch 22
137
+ 2024-05-21 09:28:06,018 - INFO - [20480/22599] Loss : 0.7886
138
+ 2024-05-21 09:28:07,086 - INFO - Test loss : 0.6386
139
+ 2024-05-21 09:28:07,086 - INFO -
140
+ Epoch 23
141
+ 2024-05-21 09:28:26,476 - INFO - [20480/22599] Loss : 0.7830
142
+ 2024-05-21 09:28:27,262 - INFO - Test loss : 0.6371
143
+ 2024-05-21 09:28:27,262 - INFO -
144
+ Epoch 24
145
+ 2024-05-21 09:28:43,263 - INFO - [20480/22599] Loss : 0.7789
146
+ 2024-05-21 09:28:44,063 - INFO - Test loss : 0.6756
147
+ 2024-05-21 09:28:44,063 - INFO -
148
+ Epoch 25
149
+ 2024-05-21 09:29:01,903 - INFO - [20480/22599] Loss : 0.7718
150
+ 2024-05-21 09:29:02,924 - INFO - Test loss : 0.6670
151
+ 2024-05-21 09:29:02,924 - INFO -
152
+ Epoch 26
153
+ 2024-05-21 09:29:24,519 - INFO - [20480/22599] Loss : 0.7717
154
+ 2024-05-21 09:29:25,552 - INFO - Test loss : 0.6729
155
+ 2024-05-21 09:29:25,552 - INFO -
156
+ Epoch 27
157
+ 2024-05-21 09:29:46,957 - INFO - [20480/22599] Loss : 0.7699
158
+ 2024-05-21 09:29:48,024 - INFO - Test loss : 0.7193
159
+ 2024-05-21 09:29:48,024 - INFO -
160
+ Epoch 28
161
+ 2024-05-21 09:30:09,703 - INFO - [20480/22599] Loss : 0.7630
162
+ 2024-05-21 09:30:10,761 - INFO - Test loss : 0.6942
163
+ 2024-05-21 09:30:10,761 - INFO -
164
+ Epoch 29
165
+ 2024-05-21 09:30:32,501 - INFO - [20480/22599] Loss : 0.7574
166
+ 2024-05-21 09:30:33,568 - INFO - Test loss : 0.7270
167
+ 2024-05-21 09:30:33,568 - INFO - Saving output model to ../models/space2vec_grid/model_nabirds_ebird_meta_Space2Vec-grid_inception_v3_0.0100_32_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
168
+ 2024-05-21 09:30:33,581 - INFO - Saving output model to ../models/space2vec_grid/model_nabirds_ebird_meta_Space2Vec-grid_inception_v3_0.0100_32_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
169
+ 2024-05-21 09:30:33,608 - INFO -
170
+ No prior
171
+ 2024-05-21 09:30:33,635 - INFO - (24633,)
172
+ 2024-05-21 09:30:34,294 - INFO - Split ID: 0
173
+ 2024-05-21 09:30:34,294 - INFO - Top 1 acc (%): 76.08
174
+ 2024-05-21 09:30:34,294 - INFO - Top 3 acc (%): 90.98
175
+ 2024-05-21 09:30:34,294 - INFO - Top 5 acc (%): 94.06
176
+ 2024-05-21 09:30:34,294 - INFO - Top 10 acc (%): 96.83
177
+ 2024-05-21 09:31:04,202 - INFO - Split ID: 0
178
+ 2024-05-21 09:31:04,202 - INFO - Top 1 acc (%): 81.7
179
+ 2024-05-21 09:31:04,202 - INFO - Top 3 acc (%): 93.43
180
+ 2024-05-21 09:31:04,202 - INFO - Top 5 acc (%): 95.76
181
+ 2024-05-21 09:31:04,203 - INFO - Top 10 acc (%): 97.7
182
+ 2024-05-21 09:31:04,203 - INFO -
183
+ Space2Vec-grid
184
+ 2024-05-21 09:31:04,203 - INFO - Model : model_nabirds_ebird_meta_Space2Vec-grid_inception_v3_0.0100_32_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
185
+ 2024-05-21 09:31:04,220 - INFO - (1100,)
186
+ 2024-05-21 09:31:04,265 - INFO - Split ID: 0
187
+ 2024-05-21 09:31:04,265 - INFO - Top 1 LocEnc acc (%): 2.18
188
+ 2024-05-21 09:31:04,265 - INFO - Top 3 LocEnc acc (%): 7.73
189
+ 2024-05-21 09:31:04,265 - INFO - Top 5 LocEnc acc (%): 10.91
190
+ 2024-05-21 09:31:04,266 - INFO - Top 10 LocEnc acc (%): 17.91
191
+ 2024-05-31 01:41:57,132 - INFO -
192
+ num_classes 555
193
+ 2024-05-31 01:41:57,132 - INFO - num train 22599
194
+ 2024-05-31 01:41:57,132 - INFO - num val 1100
195
+ 2024-05-31 01:41:57,132 - INFO - train loss full_loss
196
+ 2024-05-31 01:41:57,132 - INFO - model name ../models/space2vec_grid/model_nabirds_ebird_meta_Space2Vec-grid_inception_v3_0.0100_32_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
197
+ 2024-05-31 01:41:57,133 - INFO - num users 5331
198
+ 2024-05-31 01:41:57,133 - INFO - meta data ebird_meta
199
+ 2024-05-31 01:41:57,888 - INFO -
200
+ Only Space2Vec-grid
201
+ 2024-05-31 01:41:57,888 - INFO - Model : model_nabirds_ebird_meta_Space2Vec-grid_inception_v3_0.0100_32_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
202
+ 2024-05-31 01:41:57,986 - INFO - Saving output model to ../models/space2vec_grid/model_nabirds_ebird_meta_Space2Vec-grid_inception_v3_0.0100_32_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
203
+ 2024-05-31 01:41:58,028 - INFO - Saving output model to ../models/space2vec_grid/model_nabirds_ebird_meta_Space2Vec-grid_inception_v3_0.0100_32_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
204
+ 2024-05-31 01:41:58,071 - INFO -
205
+ No prior
206
+ 2024-05-31 01:41:58,102 - INFO - (24633,)
207
+ 2024-05-31 01:41:59,645 - INFO - Save results to ../eval_results/eval_nabirds_ebird_meta_test_no_prior.csv
208
+ 2024-05-31 01:41:59,646 - INFO - Split ID: 0
209
+ 2024-05-31 01:41:59,646 - INFO - Top 1 acc (%): 76.08
210
+ 2024-05-31 01:41:59,646 - INFO - Top 3 acc (%): 90.98
211
+ 2024-05-31 01:41:59,646 - INFO - Top 5 acc (%): 94.06
212
+ 2024-05-31 01:41:59,646 - INFO - Top 10 acc (%): 96.83
213
+ 2024-05-31 01:42:11,714 - INFO - Split ID: 0
214
+ 2024-05-31 01:42:11,714 - INFO - Top 1 hit (%): 81.7
215
+ 2024-05-31 01:42:11,714 - INFO - Top 3 hit (%): 93.43
216
+ 2024-05-31 01:42:11,714 - INFO - Top 5 hit (%): 95.76
217
+ 2024-05-31 01:42:11,714 - INFO - Top 10 hit (%): 97.7
218
+ 2024-05-31 01:42:11,720 - INFO -
219
+ Only Space2Vec-grid
220
+ 2024-05-31 01:42:11,720 - INFO - Model : model_nabirds_ebird_meta_Space2Vec-grid_inception_v3_0.0100_32_0.1000000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
221
+ 2024-05-31 01:42:11,756 - INFO - (1100,)
222
+ 2024-05-31 01:42:11,800 - INFO - Split ID: 0
223
+ 2024-05-31 01:42:11,801 - INFO - Top 1 LocEnc acc (%): 2.18
224
+ 2024-05-31 01:42:11,801 - INFO - Top 3 LocEnc acc (%): 7.73
225
+ 2024-05-31 01:42:11,801 - INFO - Top 5 LocEnc acc (%): 10.91
226
+ 2024-05-31 01:42:11,801 - INFO - Top 10 LocEnc acc (%): 17.91