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Upload data/model_birdsnap_ebird_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_2.0.log with huggingface_hub

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data/model_birdsnap_ebird_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_2.0.log ADDED
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1
+ 2024-05-21 15:25:12,311 - INFO -
2
+ num_classes 500
3
+ 2024-05-21 15:25:12,311 - INFO - num train 42490
4
+ 2024-05-21 15:25:12,311 - INFO - num val 980
5
+ 2024-05-21 15:25:12,311 - INFO - train loss full_loss
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+ 2024-05-21 15:25:12,311 - INFO - model name ../models/rff/model_birdsnap_ebird_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_2.0.pth.tar
7
+ 2024-05-21 15:25:12,311 - INFO - num users 5763
8
+ 2024-05-21 15:25:12,311 - INFO - meta data ebird_meta
9
+ 2024-05-21 15:25:12,504 - INFO -
10
+ Epoch 0
11
+ 2024-05-21 15:25:43,812 - INFO - [41984/42490] Loss : 1.5065
12
+ 2024-05-21 15:25:44,528 - INFO - Test loss : 0.6924
13
+ 2024-05-21 15:25:44,528 - INFO -
14
+ Epoch 1
15
+ 2024-05-21 15:26:14,296 - INFO - [41984/42490] Loss : 1.3308
16
+ 2024-05-21 15:26:14,747 - INFO - Test loss : 0.5714
17
+ 2024-05-21 15:26:14,747 - INFO -
18
+ Epoch 2
19
+ 2024-05-21 15:26:36,805 - INFO - [41984/42490] Loss : 1.1219
20
+ 2024-05-21 15:26:37,539 - INFO - Test loss : 0.4436
21
+ 2024-05-21 15:26:37,539 - INFO -
22
+ Epoch 3
23
+ 2024-05-21 15:27:09,497 - INFO - [41984/42490] Loss : 1.0375
24
+ 2024-05-21 15:27:10,232 - INFO - Test loss : 0.4109
25
+ 2024-05-21 15:27:10,232 - INFO -
26
+ Epoch 4
27
+ 2024-05-21 15:27:42,210 - INFO - [41984/42490] Loss : 0.9935
28
+ 2024-05-21 15:27:42,946 - INFO - Test loss : 0.3904
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+ 2024-05-21 15:27:42,946 - INFO -
30
+ Epoch 5
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+ 2024-05-21 15:28:02,992 - INFO - [41984/42490] Loss : 0.9650
32
+ 2024-05-21 15:28:03,441 - INFO - Test loss : 0.3910
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+ 2024-05-21 15:28:03,441 - INFO -
34
+ Epoch 6
35
+ 2024-05-21 15:28:22,668 - INFO - [41984/42490] Loss : 0.9424
36
+ 2024-05-21 15:28:23,120 - INFO - Test loss : 0.3805
37
+ 2024-05-21 15:28:23,120 - INFO -
38
+ Epoch 7
39
+ 2024-05-21 15:28:42,897 - INFO - [41984/42490] Loss : 0.9264
40
+ 2024-05-21 15:28:43,341 - INFO - Test loss : 0.3689
41
+ 2024-05-21 15:28:43,341 - INFO -
42
+ Epoch 8
43
+ 2024-05-21 15:29:12,868 - INFO - [41984/42490] Loss : 0.9165
44
+ 2024-05-21 15:29:13,585 - INFO - Test loss : 0.3734
45
+ 2024-05-21 15:29:13,585 - INFO -
46
+ Epoch 9
47
+ 2024-05-21 15:29:44,827 - INFO - [41984/42490] Loss : 0.9031
48
+ 2024-05-21 15:29:45,546 - INFO - Test loss : 0.3619
49
+ 2024-05-21 15:29:45,547 - INFO -
50
+ Epoch 10
51
+ 2024-05-21 15:30:16,902 - INFO - [41984/42490] Loss : 0.8975
52
+ 2024-05-21 15:30:17,619 - INFO - Test loss : 0.3611
53
+ 2024-05-21 15:30:17,630 - INFO - (980,)
54
+ 2024-05-21 15:30:17,667 - INFO - Split ID: 0
55
+ 2024-05-21 15:30:17,667 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 3.67
56
+ 2024-05-21 15:30:17,667 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 8.88
57
+ 2024-05-21 15:30:17,668 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 12.96
58
+ 2024-05-21 15:30:17,668 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 22.45
59
+ 2024-05-21 15:30:17,668 - INFO -
60
+ No prior
61
+ 2024-05-21 15:30:17,669 - INFO - (2262,)
62
+ 2024-05-21 15:30:17,720 - INFO - Split ID: 0
63
+ 2024-05-21 15:30:17,720 - INFO - Top 1 (Epoch 10)acc (%): 70.07
64
+ 2024-05-21 15:30:17,720 - INFO - Top 3 (Epoch 10)acc (%): 86.6
65
+ 2024-05-21 15:30:17,720 - INFO - Top 5 (Epoch 10)acc (%): 90.05
66
+ 2024-05-21 15:30:17,720 - INFO - Top 10 (Epoch 10)acc (%): 92.88
67
+ 2024-05-21 15:30:19,956 - INFO - Split ID: 0
68
+ 2024-05-21 15:30:19,956 - INFO - Top 1 (Epoch 10)acc (%): 78.25
69
+ 2024-05-21 15:30:19,956 - INFO - Top 3 (Epoch 10)acc (%): 90.72
70
+ 2024-05-21 15:30:19,956 - INFO - Top 5 (Epoch 10)acc (%): 93.1
71
+ 2024-05-21 15:30:19,956 - INFO - Top 10 (Epoch 10)acc (%): 95.62
72
+ 2024-05-21 15:30:19,956 - INFO -
73
+ Epoch 11
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+ 2024-05-21 15:30:51,308 - INFO - [41984/42490] Loss : 0.8885
75
+ 2024-05-21 15:30:52,028 - INFO - Test loss : 0.3635
76
+ 2024-05-21 15:30:52,028 - INFO -
77
+ Epoch 12
78
+ 2024-05-21 15:31:23,375 - INFO - [41984/42490] Loss : 0.8819
79
+ 2024-05-21 15:31:24,094 - INFO - Test loss : 0.3688
80
+ 2024-05-21 15:31:24,095 - INFO -
81
+ Epoch 13
82
+ 2024-05-21 15:31:55,446 - INFO - [41984/42490] Loss : 0.8784
83
+ 2024-05-21 15:31:56,165 - INFO - Test loss : 0.3593
84
+ 2024-05-21 15:31:56,165 - INFO -
85
+ Epoch 14
86
+ 2024-05-21 15:32:27,431 - INFO - [41984/42490] Loss : 0.8732
87
+ 2024-05-21 15:32:28,148 - INFO - Test loss : 0.3653
88
+ 2024-05-21 15:32:28,148 - INFO -
89
+ Epoch 15
90
+ 2024-05-21 15:32:59,352 - INFO - [41984/42490] Loss : 0.8696
91
+ 2024-05-21 15:33:00,066 - INFO - Test loss : 0.3689
92
+ 2024-05-21 15:33:00,066 - INFO -
93
+ Epoch 16
94
+ 2024-05-21 15:33:31,230 - INFO - [41984/42490] Loss : 0.8662
95
+ 2024-05-21 15:33:31,947 - INFO - Test loss : 0.3729
96
+ 2024-05-21 15:33:31,947 - INFO -
97
+ Epoch 17
98
+ 2024-05-21 15:34:03,154 - INFO - [41984/42490] Loss : 0.8640
99
+ 2024-05-21 15:34:03,874 - INFO - Test loss : 0.3684
100
+ 2024-05-21 15:34:03,874 - INFO -
101
+ Epoch 18
102
+ 2024-05-21 15:34:35,221 - INFO - [41984/42490] Loss : 0.8582
103
+ 2024-05-21 15:34:35,940 - INFO - Test loss : 0.3632
104
+ 2024-05-21 15:34:35,940 - INFO -
105
+ Epoch 19
106
+ 2024-05-21 15:35:07,275 - INFO - [41984/42490] Loss : 0.8572
107
+ 2024-05-21 15:35:07,996 - INFO - Test loss : 0.3619
108
+ 2024-05-21 15:35:07,996 - INFO -
109
+ Epoch 20
110
+ 2024-05-21 15:35:39,348 - INFO - [41984/42490] Loss : 0.8553
111
+ 2024-05-21 15:35:40,066 - INFO - Test loss : 0.3719
112
+ 2024-05-21 15:35:40,069 - INFO - (980,)
113
+ 2024-05-21 15:35:40,103 - INFO - Split ID: 0
114
+ 2024-05-21 15:35:40,103 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 4.69
115
+ 2024-05-21 15:35:40,103 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 9.9
116
+ 2024-05-21 15:35:40,103 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 14.39
117
+ 2024-05-21 15:35:40,103 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 23.47
118
+ 2024-05-21 15:35:40,104 - INFO -
119
+ No prior
120
+ 2024-05-21 15:35:40,105 - INFO - (2262,)
121
+ 2024-05-21 15:35:40,155 - INFO - Split ID: 0
122
+ 2024-05-21 15:35:40,155 - INFO - Top 1 (Epoch 20)acc (%): 70.07
123
+ 2024-05-21 15:35:40,155 - INFO - Top 3 (Epoch 20)acc (%): 86.6
124
+ 2024-05-21 15:35:40,155 - INFO - Top 5 (Epoch 20)acc (%): 90.05
125
+ 2024-05-21 15:35:40,155 - INFO - Top 10 (Epoch 20)acc (%): 92.88
126
+ 2024-05-21 15:35:42,378 - INFO - Split ID: 0
127
+ 2024-05-21 15:35:42,378 - INFO - Top 1 (Epoch 20)acc (%): 78.47
128
+ 2024-05-21 15:35:42,378 - INFO - Top 3 (Epoch 20)acc (%): 90.76
129
+ 2024-05-21 15:35:42,378 - INFO - Top 5 (Epoch 20)acc (%): 93.28
130
+ 2024-05-21 15:35:42,378 - INFO - Top 10 (Epoch 20)acc (%): 95.71
131
+ 2024-05-21 15:35:42,378 - INFO -
132
+ Epoch 21
133
+ 2024-05-21 15:36:13,673 - INFO - [41984/42490] Loss : 0.8539
134
+ 2024-05-21 15:36:14,393 - INFO - Test loss : 0.3712
135
+ 2024-05-21 15:36:14,393 - INFO -
136
+ Epoch 22
137
+ 2024-05-21 15:36:45,699 - INFO - [41984/42490] Loss : 0.8490
138
+ 2024-05-21 15:36:46,415 - INFO - Test loss : 0.3754
139
+ 2024-05-21 15:36:46,415 - INFO -
140
+ Epoch 23
141
+ 2024-05-21 15:37:17,654 - INFO - [41984/42490] Loss : 0.8489
142
+ 2024-05-21 15:37:18,412 - INFO - Test loss : 0.3953
143
+ 2024-05-21 15:37:18,412 - INFO -
144
+ Epoch 24
145
+ 2024-05-21 15:37:49,455 - INFO - [41984/42490] Loss : 0.8460
146
+ 2024-05-21 15:37:50,216 - INFO - Test loss : 0.3729
147
+ 2024-05-21 15:37:50,217 - INFO -
148
+ Epoch 25
149
+ 2024-05-21 15:38:21,441 - INFO - [41984/42490] Loss : 0.8447
150
+ 2024-05-21 15:38:22,158 - INFO - Test loss : 0.3677
151
+ 2024-05-21 15:38:22,158 - INFO -
152
+ Epoch 26
153
+ 2024-05-21 15:38:53,414 - INFO - [41984/42490] Loss : 0.8401
154
+ 2024-05-21 15:38:54,133 - INFO - Test loss : 0.3771
155
+ 2024-05-21 15:38:54,133 - INFO -
156
+ Epoch 27
157
+ 2024-05-21 15:39:25,469 - INFO - [41984/42490] Loss : 0.8401
158
+ 2024-05-21 15:39:26,189 - INFO - Test loss : 0.3770
159
+ 2024-05-21 15:39:26,189 - INFO -
160
+ Epoch 28
161
+ 2024-05-21 15:39:57,532 - INFO - [41984/42490] Loss : 0.8383
162
+ 2024-05-21 15:39:58,251 - INFO - Test loss : 0.3741
163
+ 2024-05-21 15:39:58,251 - INFO -
164
+ Epoch 29
165
+ 2024-05-21 15:40:29,573 - INFO - [41984/42490] Loss : 0.8366
166
+ 2024-05-21 15:40:30,297 - INFO - Test loss : 0.3779
167
+ 2024-05-21 15:40:30,297 - INFO - Saving output model to ../models/rff/model_birdsnap_ebird_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_2.0.pth.tar
168
+ 2024-05-21 15:40:30,312 - INFO - Saving output model to ../models/rff/model_birdsnap_ebird_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_2.0.pth.tar
169
+ 2024-05-21 15:40:30,350 - INFO -
170
+ No prior
171
+ 2024-05-21 15:40:30,352 - INFO - (2262,)
172
+ 2024-05-21 15:40:30,401 - INFO - Split ID: 0
173
+ 2024-05-21 15:40:30,401 - INFO - Top 1 acc (%): 70.07
174
+ 2024-05-21 15:40:30,401 - INFO - Top 3 acc (%): 86.6
175
+ 2024-05-21 15:40:30,402 - INFO - Top 5 acc (%): 90.05
176
+ 2024-05-21 15:40:30,402 - INFO - Top 10 acc (%): 92.88
177
+ 2024-05-21 15:40:32,651 - INFO - Split ID: 0
178
+ 2024-05-21 15:40:32,651 - INFO - Top 1 acc (%): 78.91
179
+ 2024-05-21 15:40:32,651 - INFO - Top 3 acc (%): 91.16
180
+ 2024-05-21 15:40:32,651 - INFO - Top 5 acc (%): 93.28
181
+ 2024-05-21 15:40:32,651 - INFO - Top 10 acc (%): 95.67
182
+ 2024-05-21 15:40:32,651 - INFO -
183
+ rff
184
+ 2024-05-21 15:40:32,651 - INFO - Model : model_birdsnap_ebird_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_2.0.pth.tar
185
+ 2024-05-21 15:40:32,663 - INFO - (980,)
186
+ 2024-05-21 15:40:32,697 - INFO - Split ID: 0
187
+ 2024-05-21 15:40:32,697 - INFO - Top 1 LocEnc acc (%): 4.59
188
+ 2024-05-21 15:40:32,697 - INFO - Top 3 LocEnc acc (%): 9.39
189
+ 2024-05-21 15:40:32,698 - INFO - Top 5 LocEnc acc (%): 13.98
190
+ 2024-05-21 15:40:32,698 - INFO - Top 10 LocEnc acc (%): 23.47
191
+ 2024-06-01 10:57:37,698 - INFO -
192
+ num_classes 500
193
+ 2024-06-01 10:57:37,710 - INFO - num train 42490
194
+ 2024-06-01 10:57:37,710 - INFO - num val 980
195
+ 2024-06-01 10:57:37,710 - INFO - train loss full_loss
196
+ 2024-06-01 10:57:37,710 - INFO - model name ../models/rff/model_birdsnap_ebird_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_2.0.pth.tar
197
+ 2024-06-01 10:57:37,710 - INFO - num users 5763
198
+ 2024-06-01 10:57:37,710 - INFO - meta data ebird_meta
199
+ 2024-06-01 10:57:37,925 - INFO -
200
+ Only rff
201
+ 2024-06-01 10:57:37,925 - INFO - Model : model_birdsnap_ebird_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_2.0.pth.tar
202
+ 2024-06-01 10:57:38,026 - INFO - Saving output model to ../models/rff/model_birdsnap_ebird_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_2.0.pth.tar
203
+ 2024-06-01 10:57:38,076 - INFO - Saving output model to ../models/rff/model_birdsnap_ebird_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_2.0.pth.tar
204
+ 2024-06-01 10:57:38,122 - INFO -
205
+ No prior
206
+ 2024-06-01 10:57:38,123 - INFO - (2262,)
207
+ 2024-06-01 10:57:38,259 - INFO - Save results to ../eval_results/eval_birdsnap_ebird_meta_test_no_prior.csv
208
+ 2024-06-01 10:57:38,259 - INFO - Split ID: 0
209
+ 2024-06-01 10:57:38,260 - INFO - Top 1 acc (%): 70.07
210
+ 2024-06-01 10:57:38,260 - INFO - Top 3 acc (%): 86.6
211
+ 2024-06-01 10:57:38,260 - INFO - Top 5 acc (%): 90.05
212
+ 2024-06-01 10:57:38,260 - INFO - Top 10 acc (%): 92.88
213
+ 2024-06-01 10:57:40,336 - INFO - Split ID: 0
214
+ 2024-06-01 10:57:40,336 - INFO - Top 1 hit (%): 15.78
215
+ 2024-06-01 10:57:40,336 - INFO - Top 3 hit (%): 25.77
216
+ 2024-06-01 10:57:40,336 - INFO - Top 5 hit (%): 33.47
217
+ 2024-06-01 10:57:40,336 - INFO - Top 10 hit (%): 42.97
218
+ 2024-06-01 10:57:40,337 - INFO -
219
+ Only rff
220
+ 2024-06-01 10:57:40,337 - INFO - Model : model_birdsnap_ebird_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_2.0.pth.tar
221
+ 2024-06-01 10:57:40,363 - INFO - (980,)
222
+ 2024-06-01 10:57:40,399 - INFO - Split ID: 0
223
+ 2024-06-01 10:57:40,399 - INFO - Top 1 LocEnc acc (%): 0.41
224
+ 2024-06-01 10:57:40,400 - INFO - Top 3 LocEnc acc (%): 1.63
225
+ 2024-06-01 10:57:40,400 - INFO - Top 5 LocEnc acc (%): 2.24
226
+ 2024-06-01 10:57:40,400 - INFO - Top 10 LocEnc acc (%): 3.16