Hugging Face's logo

Datasets:
QianC95
/
TorchSpatial_checkpoint

License:
Dataset card Files
xet
 Community
QianC95 commited on
Commit
8fd3262
·
verified ·
1 Parent(s): 51345e8

Upload data/model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.log with huggingface_hub

Browse files
Files changed (1) hide show
  1. data/model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.log +376 -0
data/model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.log ADDED
@@ -0,0 +1,376 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-05-19 18:01:09,908 - INFO -
2
+ num_classes 555
3
+ 2024-05-19 18:01:09,908 - INFO - num train 22599
4
+ 2024-05-19 18:01:09,908 - INFO - num val 1100
5
+ 2024-05-19 18:01:09,908 - INFO - train loss full_loss
6
+ 2024-05-19 18:01:09,908 - INFO - model name ../models/rff/model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.pth.tar
7
+ 2024-05-19 18:01:09,908 - INFO - num users 5331
8
+ 2024-05-19 18:01:09,908 - INFO - meta data ebird_meta
9
+ 2024-05-19 18:01:10,085 - INFO -
10
+ Epoch 0
11
+ 2024-05-19 18:01:20,402 - INFO - [22528/22599] Loss : 1.7722
12
+ 2024-05-19 18:01:20,909 - INFO - Test loss : 0.6979
13
+ 2024-05-19 18:01:20,909 - INFO -
14
+ Epoch 1
15
+ 2024-05-19 18:01:30,908 - INFO - [22528/22599] Loss : 1.3853
16
+ 2024-05-19 18:01:31,417 - INFO - Test loss : 0.7189
17
+ 2024-05-19 18:01:31,417 - INFO -
18
+ Epoch 2
19
+ 2024-05-19 18:01:41,975 - INFO - [22528/22599] Loss : 1.3695
20
+ 2024-05-19 18:01:42,485 - INFO - Test loss : 0.7631
21
+ 2024-05-19 18:01:42,485 - INFO -
22
+ Epoch 3
23
+ 2024-05-19 18:01:52,549 - INFO - [22528/22599] Loss : 1.3408
24
+ 2024-05-19 18:01:53,060 - INFO - Test loss : 0.7456
25
+ 2024-05-19 18:01:53,060 - INFO -
26
+ Epoch 4
27
+ 2024-05-19 18:02:04,009 - INFO - [22528/22599] Loss : 1.2754
28
+ 2024-05-19 18:02:04,519 - INFO - Test loss : 0.7111
29
+ 2024-05-19 18:02:04,519 - INFO -
30
+ Epoch 5
31
+ 2024-05-19 18:02:14,607 - INFO - [22528/22599] Loss : 1.2123
32
+ 2024-05-19 18:02:15,113 - INFO - Test loss : 0.6503
33
+ 2024-05-19 18:02:15,113 - INFO -
34
+ Epoch 6
35
+ 2024-05-19 18:02:25,620 - INFO - [22528/22599] Loss : 1.1615
36
+ 2024-05-19 18:02:26,132 - INFO - Test loss : 0.6209
37
+ 2024-05-19 18:02:26,132 - INFO -
38
+ Epoch 7
39
+ 2024-05-19 18:02:36,100 - INFO - [22528/22599] Loss : 1.1287
40
+ 2024-05-19 18:02:36,612 - INFO - Test loss : 0.5902
41
+ 2024-05-19 18:02:36,612 - INFO -
42
+ Epoch 8
43
+ 2024-05-19 18:02:47,271 - INFO - [22528/22599] Loss : 1.1015
44
+ 2024-05-19 18:02:47,798 - INFO - Test loss : 0.5790
45
+ 2024-05-19 18:02:47,798 - INFO -
46
+ Epoch 9
47
+ 2024-05-19 18:02:57,975 - INFO - [22528/22599] Loss : 1.0843
48
+ 2024-05-19 18:02:58,491 - INFO - Test loss : 0.5591
49
+ 2024-05-19 18:02:58,491 - INFO -
50
+ Epoch 10
51
+ 2024-05-19 18:03:09,145 - INFO - [22528/22599] Loss : 1.0678
52
+ 2024-05-19 18:03:09,662 - INFO - Test loss : 0.5430
53
+ 2024-05-19 18:03:09,672 - INFO - (1100,)
54
+ 2024-05-19 18:03:09,715 - INFO - Split ID: 0
55
+ 2024-05-19 18:03:09,716 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 0.91
56
+ 2024-05-19 18:03:09,716 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 2.82
57
+ 2024-05-19 18:03:09,716 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 3.91
58
+ 2024-05-19 18:03:09,716 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 7.91
59
+ 2024-05-19 18:03:09,717 - INFO -
60
+ No prior
61
+ 2024-05-19 18:03:09,750 - INFO - (24633,)
62
+ 2024-05-19 18:03:11,075 - INFO - Split ID: 0
63
+ 2024-05-19 18:03:11,076 - INFO - Top 1 (Epoch 10)acc (%): 76.08
64
+ 2024-05-19 18:03:11,076 - INFO - Top 3 (Epoch 10)acc (%): 90.98
65
+ 2024-05-19 18:03:11,076 - INFO - Top 5 (Epoch 10)acc (%): 94.06
66
+ 2024-05-19 18:03:11,076 - INFO - Top 10 (Epoch 10)acc (%): 96.83
67
+ 2024-05-19 18:03:31,384 - INFO - Split ID: 0
68
+ 2024-05-19 18:03:31,384 - INFO - Top 1 (Epoch 10)acc (%): 79.99
69
+ 2024-05-19 18:03:31,384 - INFO - Top 3 (Epoch 10)acc (%): 92.7
70
+ 2024-05-19 18:03:31,384 - INFO - Top 5 (Epoch 10)acc (%): 95.34
71
+ 2024-05-19 18:03:31,384 - INFO - Top 10 (Epoch 10)acc (%): 97.52
72
+ 2024-05-19 18:03:31,388 - INFO -
73
+ Epoch 11
74
+ 2024-05-19 18:03:41,346 - INFO - [22528/22599] Loss : 1.0549
75
+ 2024-05-19 18:03:41,857 - INFO - Test loss : 0.5330
76
+ 2024-05-19 18:03:41,857 - INFO -
77
+ Epoch 12
78
+ 2024-05-19 18:03:52,390 - INFO - [22528/22599] Loss : 1.0433
79
+ 2024-05-19 18:03:52,889 - INFO - Test loss : 0.5297
80
+ 2024-05-19 18:03:52,889 - INFO -
81
+ Epoch 13
82
+ 2024-05-19 18:04:02,853 - INFO - [22528/22599] Loss : 1.0309
83
+ 2024-05-19 18:04:03,362 - INFO - Test loss : 0.5245
84
+ 2024-05-19 18:04:03,362 - INFO -
85
+ Epoch 14
86
+ 2024-05-19 18:04:14,391 - INFO - [22528/22599] Loss : 1.0229
87
+ 2024-05-19 18:04:14,904 - INFO - Test loss : 0.5195
88
+ 2024-05-19 18:04:14,904 - INFO -
89
+ Epoch 15
90
+ 2024-05-19 18:04:24,899 - INFO - [22528/22599] Loss : 1.0158
91
+ 2024-05-19 18:04:25,408 - INFO - Test loss : 0.5127
92
+ 2024-05-19 18:04:25,408 - INFO -
93
+ Epoch 16
94
+ 2024-05-19 18:04:36,009 - INFO - [22528/22599] Loss : 1.0070
95
+ 2024-05-19 18:04:36,524 - INFO - Test loss : 0.5058
96
+ 2024-05-19 18:04:36,524 - INFO -
97
+ Epoch 17
98
+ 2024-05-19 18:04:46,475 - INFO - [22528/22599] Loss : 0.9980
99
+ 2024-05-19 18:04:46,986 - INFO - Test loss : 0.5107
100
+ 2024-05-19 18:04:46,986 - INFO -
101
+ Epoch 18
102
+ 2024-05-19 18:04:57,518 - INFO - [22528/22599] Loss : 0.9943
103
+ 2024-05-19 18:04:58,024 - INFO - Test loss : 0.5082
104
+ 2024-05-19 18:04:58,025 - INFO -
105
+ Epoch 19
106
+ 2024-05-19 18:05:07,947 - INFO - [22528/22599] Loss : 0.9870
107
+ 2024-05-19 18:05:08,450 - INFO - Test loss : 0.5094
108
+ 2024-05-19 18:05:08,450 - INFO -
109
+ Epoch 20
110
+ 2024-05-19 18:05:19,001 - INFO - [22528/22599] Loss : 0.9841
111
+ 2024-05-19 18:05:19,503 - INFO - Test loss : 0.5082
112
+ 2024-05-19 18:05:19,515 - INFO - (1100,)
113
+ 2024-05-19 18:05:19,564 - INFO - Split ID: 0
114
+ 2024-05-19 18:05:19,564 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 1.55
115
+ 2024-05-19 18:05:19,564 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 4.45
116
+ 2024-05-19 18:05:19,564 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 6.73
117
+ 2024-05-19 18:05:19,564 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 12.09
118
+ 2024-05-19 18:05:19,565 - INFO -
119
+ No prior
120
+ 2024-05-19 18:05:19,790 - INFO - (24633,)
121
+ 2024-05-19 18:05:20,839 - INFO - Split ID: 0
122
+ 2024-05-19 18:05:20,839 - INFO - Top 1 (Epoch 20)acc (%): 76.08
123
+ 2024-05-19 18:05:20,840 - INFO - Top 3 (Epoch 20)acc (%): 90.98
124
+ 2024-05-19 18:05:20,840 - INFO - Top 5 (Epoch 20)acc (%): 94.06
125
+ 2024-05-19 18:05:20,840 - INFO - Top 10 (Epoch 20)acc (%): 96.83
126
+ 2024-05-19 18:05:40,981 - INFO - Split ID: 0
127
+ 2024-05-19 18:05:40,981 - INFO - Top 1 (Epoch 20)acc (%): 80.91
128
+ 2024-05-19 18:05:40,982 - INFO - Top 3 (Epoch 20)acc (%): 93.18
129
+ 2024-05-19 18:05:40,982 - INFO - Top 5 (Epoch 20)acc (%): 95.68
130
+ 2024-05-19 18:05:40,982 - INFO - Top 10 (Epoch 20)acc (%): 97.77
131
+ 2024-05-19 18:05:40,986 - INFO -
132
+ Epoch 21
133
+ 2024-05-19 18:05:51,311 - INFO - [22528/22599] Loss : 0.9785
134
+ 2024-05-19 18:05:51,465 - INFO - Test loss : 0.5146
135
+ 2024-05-19 18:05:51,465 - INFO -
136
+ Epoch 22
137
+ 2024-05-19 18:06:02,039 - INFO - [22528/22599] Loss : 0.9708
138
+ 2024-05-19 18:06:02,546 - INFO - Test loss : 0.5136
139
+ 2024-05-19 18:06:02,546 - INFO -
140
+ Epoch 23
141
+ 2024-05-19 18:06:12,529 - INFO - [22528/22599] Loss : 0.9696
142
+ 2024-05-19 18:06:13,040 - INFO - Test loss : 0.5208
143
+ 2024-05-19 18:06:13,040 - INFO -
144
+ Epoch 24
145
+ 2024-05-19 18:06:23,794 - INFO - [22528/22599] Loss : 0.9650
146
+ 2024-05-19 18:06:24,316 - INFO - Test loss : 0.5164
147
+ 2024-05-19 18:06:24,316 - INFO -
148
+ Epoch 25
149
+ 2024-05-19 18:06:34,364 - INFO - [22528/22599] Loss : 0.9591
150
+ 2024-05-19 18:06:34,857 - INFO - Test loss : 0.5202
151
+ 2024-05-19 18:06:34,857 - INFO -
152
+ Epoch 26
153
+ 2024-05-19 18:06:45,392 - INFO - [22528/22599] Loss : 0.9559
154
+ 2024-05-19 18:06:45,905 - INFO - Test loss : 0.5179
155
+ 2024-05-19 18:06:45,906 - INFO -
156
+ Epoch 27
157
+ 2024-05-19 18:06:56,042 - INFO - [22528/22599] Loss : 0.9515
158
+ 2024-05-19 18:06:56,552 - INFO - Test loss : 0.5265
159
+ 2024-05-19 18:06:56,553 - INFO -
160
+ Epoch 28
161
+ 2024-05-19 18:07:07,049 - INFO - [22528/22599] Loss : 0.9491
162
+ 2024-05-19 18:07:07,557 - INFO - Test loss : 0.5206
163
+ 2024-05-19 18:07:07,557 - INFO -
164
+ Epoch 29
165
+ 2024-05-19 18:07:17,517 - INFO - [22528/22599] Loss : 0.9466
166
+ 2024-05-19 18:07:18,027 - INFO - Test loss : 0.5262
167
+ 2024-05-19 18:07:18,028 - INFO - Saving output model to ../models/rff/model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.pth.tar
168
+ 2024-05-19 18:07:18,046 - INFO - Saving output model to ../models/rff/model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.pth.tar
169
+ 2024-05-19 18:07:18,095 - INFO -
170
+ No prior
171
+ 2024-05-19 18:07:18,127 - INFO - (24633,)
172
+ 2024-05-19 18:07:19,220 - INFO - Split ID: 0
173
+ 2024-05-19 18:07:19,220 - INFO - Top 1 acc (%): 76.08
174
+ 2024-05-19 18:07:19,220 - INFO - Top 3 acc (%): 90.98
175
+ 2024-05-19 18:07:19,220 - INFO - Top 5 acc (%): 94.06
176
+ 2024-05-19 18:07:19,220 - INFO - Top 10 acc (%): 96.83
177
+ 2024-05-19 18:07:39,524 - INFO - Split ID: 0
178
+ 2024-05-19 18:07:39,524 - INFO - Top 1 acc (%): 81.2
179
+ 2024-05-19 18:07:39,524 - INFO - Top 3 acc (%): 93.35
180
+ 2024-05-19 18:07:39,524 - INFO - Top 5 acc (%): 95.73
181
+ 2024-05-19 18:07:39,524 - INFO - Top 10 acc (%): 97.79
182
+ 2024-05-19 18:07:39,530 - INFO -
183
+ rff
184
+ 2024-05-19 18:07:39,530 - INFO - Model : model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.pth.tar
185
+ 2024-05-19 18:07:39,545 - INFO - (1100,)
186
+ 2024-05-19 18:07:39,588 - INFO - Split ID: 0
187
+ 2024-05-19 18:07:39,589 - INFO - Top 1 LocEnc acc (%): 2.09
188
+ 2024-05-19 18:07:39,589 - INFO - Top 3 LocEnc acc (%): 5.18
189
+ 2024-05-19 18:07:39,589 - INFO - Top 5 LocEnc acc (%): 7.64
190
+ 2024-05-19 18:07:39,589 - INFO - Top 10 LocEnc acc (%): 13.27
191
+ 2024-06-01 11:49:39,350 - INFO -
192
+ num_classes 555
193
+ 2024-06-01 11:49:39,362 - INFO - num train 22599
194
+ 2024-06-01 11:49:39,363 - INFO - num val 1100
195
+ 2024-06-01 11:49:39,363 - INFO - train loss full_loss
196
+ 2024-06-01 11:49:39,363 - INFO - model name ../models/rff/model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.pth.tar
197
+ 2024-06-01 11:49:39,363 - INFO - num users 5331
198
+ 2024-06-01 11:49:39,363 - INFO - meta data ebird_meta
199
+ 2024-06-01 11:49:39,587 - INFO - Saving output model to ../models/rff/model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.pth.tar
200
+ 2024-06-01 11:49:39,627 - INFO - Saving output model to ../models/rff/model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.pth.tar
201
+ 2024-06-01 11:49:39,663 - INFO -
202
+ No prior
203
+ 2024-06-01 11:49:39,693 - INFO - (24633,)
204
+ 2024-06-01 11:49:41,187 - INFO - Save results to ../eval_results/eval_nabirds_ebird_meta_test_no_prior.csv
205
+ 2024-06-01 11:49:41,188 - INFO - Split ID: 0
206
+ 2024-06-01 11:49:41,188 - INFO - Top 1 acc (%): 76.08
207
+ 2024-06-01 11:49:41,188 - INFO - Top 3 acc (%): 90.98
208
+ 2024-06-01 11:49:41,188 - INFO - Top 5 acc (%): 94.06
209
+ 2024-06-01 11:49:41,188 - INFO - Top 10 acc (%): 96.83
210
+ 2024-06-01 11:50:29,628 - INFO - Split ID: 0
211
+ 2024-06-01 11:50:29,628 - INFO - Top 1 hit (%): 76.16
212
+ 2024-06-01 11:50:29,628 - INFO - Top 3 hit (%): 90.87
213
+ 2024-06-01 11:50:29,629 - INFO - Top 5 hit (%): 94.1
214
+ 2024-06-01 11:50:29,629 - INFO - Top 10 hit (%): 96.81
215
+ 2024-06-01 11:50:29,634 - INFO -
216
+ Only rff
217
+ 2024-06-01 11:50:29,634 - INFO - Model : model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.pth.tar
218
+ 2024-06-01 11:50:29,661 - INFO - (1100,)
219
+ 2024-06-01 11:50:29,705 - INFO - Split ID: 0
220
+ 2024-06-01 11:50:29,705 - INFO - Top 1 LocEnc acc (%): 0.27
221
+ 2024-06-01 11:50:29,705 - INFO - Top 3 LocEnc acc (%): 0.73
222
+ 2024-06-01 11:50:29,706 - INFO - Top 5 LocEnc acc (%): 1.0
223
+ 2024-06-01 11:50:29,706 - INFO - Top 10 LocEnc acc (%): 2.09
224
+ 2024-06-01 11:52:46,321 - INFO -
225
+ num_classes 555
226
+ 2024-06-01 11:52:46,321 - INFO - num train 22599
227
+ 2024-06-01 11:52:46,321 - INFO - num val 1100
228
+ 2024-06-01 11:52:46,321 - INFO - train loss full_loss
229
+ 2024-06-01 11:52:46,321 - INFO - model name ../models/rff/model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.pth.tar
230
+ 2024-06-01 11:52:46,321 - INFO - num users 5331
231
+ 2024-06-01 11:52:46,321 - INFO - meta data ebird_meta
232
+ 2024-06-01 11:52:46,525 - INFO -
233
+ Epoch 0
234
+ 2024-06-01 11:53:08,660 - INFO - [22528/22599] Loss : 1.8318
235
+ 2024-06-01 11:53:09,715 - INFO - Test loss : 0.8014
236
+ 2024-06-01 11:53:09,715 - INFO -
237
+ Epoch 1
238
+ 2024-06-01 11:53:31,655 - INFO - [22528/22599] Loss : 1.3743
239
+ 2024-06-01 11:53:32,723 - INFO - Test loss : 0.7693
240
+ 2024-06-01 11:53:32,723 - INFO -
241
+ Epoch 2
242
+ 2024-06-01 11:53:54,756 - INFO - [22528/22599] Loss : 1.2398
243
+ 2024-06-01 11:53:55,823 - INFO - Test loss : 0.7012
244
+ 2024-06-01 11:53:55,823 - INFO -
245
+ Epoch 3
246
+ 2024-06-01 11:54:17,712 - INFO - [22528/22599] Loss : 1.1448
247
+ 2024-06-01 11:54:18,780 - INFO - Test loss : 0.6175
248
+ 2024-06-01 11:54:18,780 - INFO -
249
+ Epoch 4
250
+ 2024-06-01 11:54:40,671 - INFO - [22528/22599] Loss : 1.0950
251
+ 2024-06-01 11:54:41,732 - INFO - Test loss : 0.5733
252
+ 2024-06-01 11:54:41,732 - INFO -
253
+ Epoch 5
254
+ 2024-06-01 11:55:03,641 - INFO - [22528/22599] Loss : 1.0698
255
+ 2024-06-01 11:55:04,673 - INFO - Test loss : 0.5526
256
+ 2024-06-01 11:55:04,673 - INFO -
257
+ Epoch 6
258
+ 2024-06-01 11:55:26,533 - INFO - [22528/22599] Loss : 1.0453
259
+ 2024-06-01 11:55:27,600 - INFO - Test loss : 0.5345
260
+ 2024-06-01 11:55:27,600 - INFO -
261
+ Epoch 7
262
+ 2024-06-01 11:55:49,453 - INFO - [22528/22599] Loss : 1.0288
263
+ 2024-06-01 11:55:50,515 - INFO - Test loss : 0.5241
264
+ 2024-06-01 11:55:50,515 - INFO -
265
+ Epoch 8
266
+ 2024-06-01 11:56:12,328 - INFO - [22528/22599] Loss : 1.0131
267
+ 2024-06-01 11:56:13,359 - INFO - Test loss : 0.5211
268
+ 2024-06-01 11:56:13,359 - INFO -
269
+ Epoch 9
270
+ 2024-06-01 11:56:35,266 - INFO - [22528/22599] Loss : 0.9977
271
+ 2024-06-01 11:56:36,326 - INFO - Test loss : 0.5176
272
+ 2024-06-01 11:56:36,326 - INFO -
273
+ Epoch 10
274
+ 2024-06-01 11:56:58,177 - INFO - [22528/22599] Loss : 0.9835
275
+ 2024-06-01 11:56:59,243 - INFO - Test loss : 0.5101
276
+ 2024-06-01 11:56:59,244 - INFO -
277
+ Epoch 11
278
+ 2024-06-01 11:57:21,147 - INFO - [22528/22599] Loss : 0.9743
279
+ 2024-06-01 11:57:22,207 - INFO - Test loss : 0.5115
280
+ 2024-06-01 11:57:22,208 - INFO -
281
+ Epoch 12
282
+ 2024-06-01 11:57:43,999 - INFO - [22528/22599] Loss : 0.9632
283
+ 2024-06-01 11:57:45,057 - INFO - Test loss : 0.5152
284
+ 2024-06-01 11:57:45,057 - INFO -
285
+ Epoch 13
286
+ 2024-06-01 11:58:06,911 - INFO - [22528/22599] Loss : 0.9562
287
+ 2024-06-01 11:58:07,978 - INFO - Test loss : 0.5176
288
+ 2024-06-01 11:58:07,978 - INFO -
289
+ Epoch 14
290
+ 2024-06-01 11:58:29,786 - INFO - [22528/22599] Loss : 0.9448
291
+ 2024-06-01 11:58:30,845 - INFO - Test loss : 0.5163
292
+ 2024-06-01 11:58:30,845 - INFO -
293
+ Epoch 15
294
+ 2024-06-01 11:58:52,704 - INFO - [22528/22599] Loss : 0.9406
295
+ 2024-06-01 11:58:53,769 - INFO - Test loss : 0.5241
296
+ 2024-06-01 11:58:53,770 - INFO -
297
+ Epoch 16
298
+ 2024-06-01 11:59:15,749 - INFO - [22528/22599] Loss : 0.9351
299
+ 2024-06-01 11:59:16,812 - INFO - Test loss : 0.5294
300
+ 2024-06-01 11:59:16,812 - INFO -
301
+ Epoch 17
302
+ 2024-06-01 11:59:38,817 - INFO - [22528/22599] Loss : 0.9308
303
+ 2024-06-01 11:59:39,861 - INFO - Test loss : 0.5290
304
+ 2024-06-01 11:59:39,862 - INFO -
305
+ Epoch 18
306
+ 2024-06-01 12:00:01,909 - INFO - [22528/22599] Loss : 0.9251
307
+ 2024-06-01 12:00:02,948 - INFO - Test loss : 0.5340
308
+ 2024-06-01 12:00:02,948 - INFO -
309
+ Epoch 19
310
+ 2024-06-01 12:00:24,950 - INFO - [22528/22599] Loss : 0.9207
311
+ 2024-06-01 12:00:26,011 - INFO - Test loss : 0.5432
312
+ 2024-06-01 12:00:26,012 - INFO -
313
+ Epoch 20
314
+ 2024-06-01 12:00:47,842 - INFO - [22528/22599] Loss : 0.9180
315
+ 2024-06-01 12:00:48,856 - INFO - Test loss : 0.5378
316
+ 2024-06-01 12:00:48,856 - INFO -
317
+ Epoch 21
318
+ 2024-06-01 12:01:10,754 - INFO - [22528/22599] Loss : 0.9116
319
+ 2024-06-01 12:01:11,789 - INFO - Test loss : 0.5427
320
+ 2024-06-01 12:01:11,789 - INFO -
321
+ Epoch 22
322
+ 2024-06-01 12:01:33,651 - INFO - [22528/22599] Loss : 0.9095
323
+ 2024-06-01 12:01:34,712 - INFO - Test loss : 0.5500
324
+ 2024-06-01 12:01:34,712 - INFO -
325
+ Epoch 23
326
+ 2024-06-01 12:01:56,597 - INFO - [22528/22599] Loss : 0.9028
327
+ 2024-06-01 12:01:57,662 - INFO - Test loss : 0.5508
328
+ 2024-06-01 12:01:57,662 - INFO -
329
+ Epoch 24
330
+ 2024-06-01 12:02:19,504 - INFO - [22528/22599] Loss : 0.9016
331
+ 2024-06-01 12:02:20,565 - INFO - Test loss : 0.5542
332
+ 2024-06-01 12:02:20,565 - INFO -
333
+ Epoch 25
334
+ 2024-06-01 12:02:42,484 - INFO - [22528/22599] Loss : 0.8981
335
+ 2024-06-01 12:02:43,547 - INFO - Test loss : 0.5594
336
+ 2024-06-01 12:02:43,547 - INFO -
337
+ Epoch 26
338
+ 2024-06-01 12:03:05,386 - INFO - [22528/22599] Loss : 0.8951
339
+ 2024-06-01 12:03:06,448 - INFO - Test loss : 0.5581
340
+ 2024-06-01 12:03:06,448 - INFO -
341
+ Epoch 27
342
+ 2024-06-01 12:03:28,380 - INFO - [22528/22599] Loss : 0.8947
343
+ 2024-06-01 12:03:29,452 - INFO - Test loss : 0.5616
344
+ 2024-06-01 12:03:29,452 - INFO -
345
+ Epoch 28
346
+ 2024-06-01 12:03:51,244 - INFO - [22528/22599] Loss : 0.8890
347
+ 2024-06-01 12:03:52,302 - INFO - Test loss : 0.5703
348
+ 2024-06-01 12:03:52,302 - INFO -
349
+ Epoch 29
350
+ 2024-06-01 12:04:14,116 - INFO - [22528/22599] Loss : 0.8878
351
+ 2024-06-01 12:04:15,173 - INFO - Test loss : 0.5699
352
+ 2024-06-01 12:04:15,173 - INFO - Saving output model to ../models/rff/model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.pth.tar
353
+ 2024-06-01 12:04:15,227 - INFO - Saving output model to ../models/rff/model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.pth.tar
354
+ 2024-06-01 12:04:15,263 - INFO -
355
+ No prior
356
+ 2024-06-01 12:04:15,293 - INFO - (24633,)
357
+ 2024-06-01 12:04:16,783 - INFO - Save results to ../eval_results/eval_nabirds_ebird_meta_test_no_prior.csv
358
+ 2024-06-01 12:04:16,783 - INFO - Split ID: 0
359
+ 2024-06-01 12:04:16,783 - INFO - Top 1 acc (%): 76.08
360
+ 2024-06-01 12:04:16,783 - INFO - Top 3 acc (%): 90.98
361
+ 2024-06-01 12:04:16,784 - INFO - Top 5 acc (%): 94.06
362
+ 2024-06-01 12:04:16,784 - INFO - Top 10 acc (%): 96.83
363
+ 2024-06-01 12:04:48,998 - INFO - Split ID: 0
364
+ 2024-06-01 12:04:48,998 - INFO - Top 1 hit (%): 81.61
365
+ 2024-06-01 12:04:48,999 - INFO - Top 3 hit (%): 93.5
366
+ 2024-06-01 12:04:48,999 - INFO - Top 5 hit (%): 95.88
367
+ 2024-06-01 12:04:48,999 - INFO - Top 10 hit (%): 97.82
368
+ 2024-06-01 12:04:49,009 - INFO -
369
+ Only rff
370
+ 2024-06-01 12:04:49,009 - INFO - Model : model_nabirds_ebird_meta_rff_inception_v3_0.0010_64_0.0000010_1_512_2.0.pth.tar
371
+ 2024-06-01 12:04:49,026 - INFO - (1100,)
372
+ 2024-06-01 12:04:49,072 - INFO - Split ID: 0
373
+ 2024-06-01 12:04:49,073 - INFO - Top 1 LocEnc acc (%): 2.09
374
+ 2024-06-01 12:04:49,073 - INFO - Top 3 LocEnc acc (%): 5.18
375
+ 2024-06-01 12:04:49,073 - INFO - Top 5 LocEnc acc (%): 8.45
376
+ 2024-06-01 12:04:49,073 - INFO - Top 10 LocEnc acc (%): 15.91