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Upload data/model_birdsnap_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_birdsnap_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.log +226 -0
data/model_birdsnap_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 15:29:21,430 - INFO -
2
+ num_classes 500
3
+ 2024-05-23 15:29:21,430 - INFO - num train 42490
4
+ 2024-05-23 15:29:21,430 - INFO - num val 980
5
+ 2024-05-23 15:29:21,430 - INFO - train loss full_loss
6
+ 2024-05-23 15:29:21,430 - INFO - model name ../models/space2vec_theory/model_birdsnap_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
7
+ 2024-05-23 15:29:21,430 - INFO - num users 5763
8
+ 2024-05-23 15:29:21,430 - INFO - meta data ebird_meta
9
+ 2024-05-23 15:29:22,285 - INFO -
10
+ Epoch 0
11
+ 2024-05-23 15:30:04,802 - INFO - [40960/42490] Loss : 1.5200
12
+ 2024-05-23 15:30:05,766 - INFO - Test loss : 0.6723
13
+ 2024-05-23 15:30:05,766 - INFO -
14
+ Epoch 1
15
+ 2024-05-23 15:30:47,683 - INFO - [40960/42490] Loss : 1.0729
16
+ 2024-05-23 15:30:48,647 - INFO - Test loss : 0.2771
17
+ 2024-05-23 15:30:48,648 - INFO -
18
+ Epoch 2
19
+ 2024-05-23 15:31:30,593 - INFO - [40960/42490] Loss : 0.9481
20
+ 2024-05-23 15:31:31,538 - INFO - Test loss : 0.2386
21
+ 2024-05-23 15:31:31,538 - INFO -
22
+ Epoch 3
23
+ 2024-05-23 15:32:13,439 - INFO - [40960/42490] Loss : 0.8939
24
+ 2024-05-23 15:32:14,396 - INFO - Test loss : 0.2383
25
+ 2024-05-23 15:32:14,396 - INFO -
26
+ Epoch 4
27
+ 2024-05-23 15:32:56,351 - INFO - [40960/42490] Loss : 0.8612
28
+ 2024-05-23 15:32:57,314 - INFO - Test loss : 0.2500
29
+ 2024-05-23 15:32:57,314 - INFO -
30
+ Epoch 5
31
+ 2024-05-23 15:33:39,200 - INFO - [40960/42490] Loss : 0.8396
32
+ 2024-05-23 15:33:40,163 - INFO - Test loss : 0.2586
33
+ 2024-05-23 15:33:40,163 - INFO -
34
+ Epoch 6
35
+ 2024-05-23 15:34:22,026 - INFO - [40960/42490] Loss : 0.8219
36
+ 2024-05-23 15:34:23,005 - INFO - Test loss : 0.2620
37
+ 2024-05-23 15:34:23,005 - INFO -
38
+ Epoch 7
39
+ 2024-05-23 15:35:05,156 - INFO - [40960/42490] Loss : 0.8068
40
+ 2024-05-23 15:35:06,119 - INFO - Test loss : 0.2656
41
+ 2024-05-23 15:35:06,119 - INFO -
42
+ Epoch 8
43
+ 2024-05-23 15:35:48,040 - INFO - [40960/42490] Loss : 0.7973
44
+ 2024-05-23 15:35:49,002 - INFO - Test loss : 0.2655
45
+ 2024-05-23 15:35:49,003 - INFO -
46
+ Epoch 9
47
+ 2024-05-23 15:36:30,905 - INFO - [40960/42490] Loss : 0.7858
48
+ 2024-05-23 15:36:31,852 - INFO - Test loss : 0.2658
49
+ 2024-05-23 15:36:31,852 - INFO -
50
+ Epoch 10
51
+ 2024-05-23 15:37:13,712 - INFO - [40960/42490] Loss : 0.7800
52
+ 2024-05-23 15:37:14,675 - INFO - Test loss : 0.2795
53
+ 2024-05-23 15:37:14,688 - INFO - (980,)
54
+ 2024-05-23 15:37:14,722 - INFO - Split ID: 0
55
+ 2024-05-23 15:37:14,723 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 5.41
56
+ 2024-05-23 15:37:14,723 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 12.14
57
+ 2024-05-23 15:37:14,723 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 16.94
58
+ 2024-05-23 15:37:14,723 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 28.06
59
+ 2024-05-23 15:37:14,723 - INFO -
60
+ No prior
61
+ 2024-05-23 15:37:14,724 - INFO - (2262,)
62
+ 2024-05-23 15:37:14,777 - INFO - Split ID: 0
63
+ 2024-05-23 15:37:14,777 - INFO - Top 1 (Epoch 10)acc (%): 70.07
64
+ 2024-05-23 15:37:14,777 - INFO - Top 3 (Epoch 10)acc (%): 86.6
65
+ 2024-05-23 15:37:14,777 - INFO - Top 5 (Epoch 10)acc (%): 90.05
66
+ 2024-05-23 15:37:14,777 - INFO - Top 10 (Epoch 10)acc (%): 92.88
67
+ 2024-05-23 15:37:17,719 - INFO - Split ID: 0
68
+ 2024-05-23 15:37:17,719 - INFO - Top 1 (Epoch 10)acc (%): 78.82
69
+ 2024-05-23 15:37:17,719 - INFO - Top 3 (Epoch 10)acc (%): 90.94
70
+ 2024-05-23 15:37:17,719 - INFO - Top 5 (Epoch 10)acc (%): 93.32
71
+ 2024-05-23 15:37:17,719 - INFO - Top 10 (Epoch 10)acc (%): 95.76
72
+ 2024-05-23 15:37:17,719 - INFO -
73
+ Epoch 11
74
+ 2024-05-23 15:37:59,636 - INFO - [40960/42490] Loss : 0.7721
75
+ 2024-05-23 15:38:00,641 - INFO - Test loss : 0.2863
76
+ 2024-05-23 15:38:00,641 - INFO -
77
+ Epoch 12
78
+ 2024-05-23 15:38:44,382 - INFO - [40960/42490] Loss : 0.7666
79
+ 2024-05-23 15:38:45,384 - INFO - Test loss : 0.2958
80
+ 2024-05-23 15:38:45,384 - INFO -
81
+ Epoch 13
82
+ 2024-05-23 15:39:27,486 - INFO - [40960/42490] Loss : 0.7574
83
+ 2024-05-23 15:39:28,449 - INFO - Test loss : 0.3029
84
+ 2024-05-23 15:39:28,449 - INFO -
85
+ Epoch 14
86
+ 2024-05-23 15:40:10,295 - INFO - [40960/42490] Loss : 0.7540
87
+ 2024-05-23 15:40:11,238 - INFO - Test loss : 0.3021
88
+ 2024-05-23 15:40:11,238 - INFO -
89
+ Epoch 15
90
+ 2024-05-23 15:40:53,075 - INFO - [40960/42490] Loss : 0.7476
91
+ 2024-05-23 15:40:54,037 - INFO - Test loss : 0.2923
92
+ 2024-05-23 15:40:54,038 - INFO -
93
+ Epoch 16
94
+ 2024-05-23 15:41:35,954 - INFO - [40960/42490] Loss : 0.7437
95
+ 2024-05-23 15:41:36,916 - INFO - Test loss : 0.3095
96
+ 2024-05-23 15:41:36,916 - INFO -
97
+ Epoch 17
98
+ 2024-05-23 15:42:18,814 - INFO - [40960/42490] Loss : 0.7400
99
+ 2024-05-23 15:42:19,774 - INFO - Test loss : 0.3151
100
+ 2024-05-23 15:42:19,774 - INFO -
101
+ Epoch 18
102
+ 2024-05-23 15:43:01,659 - INFO - [40960/42490] Loss : 0.7368
103
+ 2024-05-23 15:43:02,622 - INFO - Test loss : 0.3135
104
+ 2024-05-23 15:43:02,622 - INFO -
105
+ Epoch 19
106
+ 2024-05-23 15:43:44,527 - INFO - [40960/42490] Loss : 0.7318
107
+ 2024-05-23 15:43:45,491 - INFO - Test loss : 0.3276
108
+ 2024-05-23 15:43:45,491 - INFO -
109
+ Epoch 20
110
+ 2024-05-23 15:44:27,388 - INFO - [40960/42490] Loss : 0.7292
111
+ 2024-05-23 15:44:28,352 - INFO - Test loss : 0.3260
112
+ 2024-05-23 15:44:28,363 - INFO - (980,)
113
+ 2024-05-23 15:44:28,401 - INFO - Split ID: 0
114
+ 2024-05-23 15:44:28,402 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 6.33
115
+ 2024-05-23 15:44:28,402 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 12.96
116
+ 2024-05-23 15:44:28,402 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 19.18
117
+ 2024-05-23 15:44:28,402 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 29.59
118
+ 2024-05-23 15:44:28,402 - INFO -
119
+ No prior
120
+ 2024-05-23 15:44:28,403 - INFO - (2262,)
121
+ 2024-05-23 15:44:28,455 - INFO - Split ID: 0
122
+ 2024-05-23 15:44:28,455 - INFO - Top 1 (Epoch 20)acc (%): 70.07
123
+ 2024-05-23 15:44:28,455 - INFO - Top 3 (Epoch 20)acc (%): 86.6
124
+ 2024-05-23 15:44:28,455 - INFO - Top 5 (Epoch 20)acc (%): 90.05
125
+ 2024-05-23 15:44:28,455 - INFO - Top 10 (Epoch 20)acc (%): 92.88
126
+ 2024-05-23 15:44:31,394 - INFO - Split ID: 0
127
+ 2024-05-23 15:44:31,394 - INFO - Top 1 (Epoch 20)acc (%): 79.62
128
+ 2024-05-23 15:44:31,394 - INFO - Top 3 (Epoch 20)acc (%): 91.29
129
+ 2024-05-23 15:44:31,394 - INFO - Top 5 (Epoch 20)acc (%): 93.77
130
+ 2024-05-23 15:44:31,394 - INFO - Top 10 (Epoch 20)acc (%): 95.84
131
+ 2024-05-23 15:44:31,394 - INFO -
132
+ Epoch 21
133
+ 2024-05-23 15:45:13,346 - INFO - [40960/42490] Loss : 0.7227
134
+ 2024-05-23 15:45:14,310 - INFO - Test loss : 0.3283
135
+ 2024-05-23 15:45:14,310 - INFO -
136
+ Epoch 22
137
+ 2024-05-23 15:45:56,208 - INFO - [40960/42490] Loss : 0.7208
138
+ 2024-05-23 15:45:57,172 - INFO - Test loss : 0.3381
139
+ 2024-05-23 15:45:57,172 - INFO -
140
+ Epoch 23
141
+ 2024-05-23 15:46:39,173 - INFO - [40960/42490] Loss : 0.7175
142
+ 2024-05-23 15:46:40,153 - INFO - Test loss : 0.3397
143
+ 2024-05-23 15:46:40,153 - INFO -
144
+ Epoch 24
145
+ 2024-05-23 15:47:15,999 - INFO - [40960/42490] Loss : 0.7150
146
+ 2024-05-23 15:47:16,986 - INFO - Test loss : 0.3515
147
+ 2024-05-23 15:47:16,986 - INFO -
148
+ Epoch 25
149
+ 2024-05-23 15:47:59,942 - INFO - [40960/42490] Loss : 0.7103
150
+ 2024-05-23 15:48:00,929 - INFO - Test loss : 0.3549
151
+ 2024-05-23 15:48:00,929 - INFO -
152
+ Epoch 26
153
+ 2024-05-23 15:48:44,376 - INFO - [40960/42490] Loss : 0.7131
154
+ 2024-05-23 15:48:45,065 - INFO - Test loss : 0.3558
155
+ 2024-05-23 15:48:45,066 - INFO -
156
+ Epoch 27
157
+ 2024-05-23 15:49:17,405 - INFO - [40960/42490] Loss : 0.7053
158
+ 2024-05-23 15:49:18,143 - INFO - Test loss : 0.3659
159
+ 2024-05-23 15:49:18,143 - INFO -
160
+ Epoch 28
161
+ 2024-05-23 15:49:49,655 - INFO - [40960/42490] Loss : 0.7039
162
+ 2024-05-23 15:49:50,376 - INFO - Test loss : 0.3613
163
+ 2024-05-23 15:49:50,376 - INFO -
164
+ Epoch 29
165
+ 2024-05-23 15:50:31,779 - INFO - [40960/42490] Loss : 0.7025
166
+ 2024-05-23 15:50:32,703 - INFO - Test loss : 0.3662
167
+ 2024-05-23 15:50:32,704 - INFO - Saving output model to ../models/space2vec_theory/model_birdsnap_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
168
+ 2024-05-23 15:50:32,720 - INFO - Saving output model to ../models/space2vec_theory/model_birdsnap_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
169
+ 2024-05-23 15:50:32,757 - INFO -
170
+ No prior
171
+ 2024-05-23 15:50:32,759 - INFO - (2262,)
172
+ 2024-05-23 15:50:32,811 - INFO - Split ID: 0
173
+ 2024-05-23 15:50:32,811 - INFO - Top 1 acc (%): 70.07
174
+ 2024-05-23 15:50:32,812 - INFO - Top 3 acc (%): 86.6
175
+ 2024-05-23 15:50:32,812 - INFO - Top 5 acc (%): 90.05
176
+ 2024-05-23 15:50:32,812 - INFO - Top 10 acc (%): 92.88
177
+ 2024-05-23 15:50:35,753 - INFO - Split ID: 0
178
+ 2024-05-23 15:50:35,753 - INFO - Top 1 acc (%): 80.11
179
+ 2024-05-23 15:50:35,754 - INFO - Top 3 acc (%): 91.29
180
+ 2024-05-23 15:50:35,754 - INFO - Top 5 acc (%): 93.77
181
+ 2024-05-23 15:50:35,754 - INFO - Top 10 acc (%): 96.02
182
+ 2024-05-23 15:50:35,754 - INFO -
183
+ Space2Vec-theory
184
+ 2024-05-23 15:50:35,754 - INFO - Model : model_birdsnap_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
185
+ 2024-05-23 15:50:35,770 - INFO - (980,)
186
+ 2024-05-23 15:50:35,804 - INFO - Split ID: 0
187
+ 2024-05-23 15:50:35,805 - INFO - Top 1 LocEnc acc (%): 6.53
188
+ 2024-05-23 15:50:35,805 - INFO - Top 3 LocEnc acc (%): 14.08
189
+ 2024-05-23 15:50:35,805 - INFO - Top 5 LocEnc acc (%): 19.49
190
+ 2024-05-23 15:50:35,805 - INFO - Top 10 LocEnc acc (%): 30.31
191
+ 2024-05-31 01:49:04,679 - INFO -
192
+ num_classes 500
193
+ 2024-05-31 01:49:04,680 - INFO - num train 42490
194
+ 2024-05-31 01:49:04,680 - INFO - num val 980
195
+ 2024-05-31 01:49:04,680 - INFO - train loss full_loss
196
+ 2024-05-31 01:49:04,680 - INFO - model name ../models/space2vec_theory/model_birdsnap_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
197
+ 2024-05-31 01:49:04,680 - INFO - num users 5763
198
+ 2024-05-31 01:49:04,680 - INFO - meta data ebird_meta
199
+ 2024-05-31 01:49:05,500 - INFO -
200
+ Only Space2Vec-theory
201
+ 2024-05-31 01:49:05,500 - INFO - Model : model_birdsnap_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
202
+ 2024-05-31 01:49:05,596 - INFO - Saving output model to ../models/space2vec_theory/model_birdsnap_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
203
+ 2024-05-31 01:49:05,642 - INFO - Saving output model to ../models/space2vec_theory/model_birdsnap_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
204
+ 2024-05-31 01:49:05,690 - INFO -
205
+ No prior
206
+ 2024-05-31 01:49:05,693 - INFO - (2262,)
207
+ 2024-05-31 01:49:05,820 - INFO - Save results to ../eval_results/eval_birdsnap_ebird_meta_test_no_prior.csv
208
+ 2024-05-31 01:49:05,820 - INFO - Split ID: 0
209
+ 2024-05-31 01:49:05,821 - INFO - Top 1 acc (%): 70.07
210
+ 2024-05-31 01:49:05,821 - INFO - Top 3 acc (%): 86.6
211
+ 2024-05-31 01:49:05,821 - INFO - Top 5 acc (%): 90.05
212
+ 2024-05-31 01:49:05,821 - INFO - Top 10 acc (%): 92.88
213
+ 2024-05-31 01:49:07,808 - INFO - Split ID: 0
214
+ 2024-05-31 01:49:07,808 - INFO - Top 1 hit (%): 80.11
215
+ 2024-05-31 01:49:07,808 - INFO - Top 3 hit (%): 91.29
216
+ 2024-05-31 01:49:07,808 - INFO - Top 5 hit (%): 93.77
217
+ 2024-05-31 01:49:07,808 - INFO - Top 10 hit (%): 96.02
218
+ 2024-05-31 01:49:07,809 - INFO -
219
+ Only Space2Vec-theory
220
+ 2024-05-31 01:49:07,809 - INFO - Model : model_birdsnap_ebird_meta_Space2Vec-theory_inception_v3_0.0100_32_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
221
+ 2024-05-31 01:49:07,850 - INFO - (980,)
222
+ 2024-05-31 01:49:07,887 - INFO - Split ID: 0
223
+ 2024-05-31 01:49:07,887 - INFO - Top 1 LocEnc acc (%): 6.53
224
+ 2024-05-31 01:49:07,887 - INFO - Top 3 LocEnc acc (%): 14.08
225
+ 2024-05-31 01:49:07,887 - INFO - Top 5 LocEnc acc (%): 19.49
226
+ 2024-05-31 01:49:07,888 - INFO - Top 10 LocEnc acc (%): 30.31