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  1. data/model_nabirds_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.log +342 -0
data/model_nabirds_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.log ADDED
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1
+ 2024-05-20 19:26:02,816 - INFO -
2
+ num_classes 555
3
+ 2024-05-20 19:26:02,816 - INFO - num train 22599
4
+ 2024-05-20 19:26:02,816 - INFO - num val 1100
5
+ 2024-05-20 19:26:02,816 - INFO - train loss full_loss
6
+ 2024-05-20 19:26:02,816 - INFO - model name ../models/rbf/model_nabirds_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
7
+ 2024-05-20 19:26:02,816 - INFO - num users 5331
8
+ 2024-05-20 19:26:02,816 - INFO - meta data ebird_meta
9
+ 2024-05-20 19:26:02,992 - INFO -
10
+ Epoch 0
11
+ 2024-05-20 19:26:20,214 - INFO - [22528/22599] Loss : 2.0251
12
+ 2024-05-20 19:26:21,026 - INFO - Test loss : 0.9891
13
+ 2024-05-20 19:26:21,026 - INFO -
14
+ Epoch 1
15
+ 2024-05-20 19:26:38,017 - INFO - [22528/22599] Loss : 1.6968
16
+ 2024-05-20 19:26:38,831 - INFO - Test loss : 1.1061
17
+ 2024-05-20 19:26:38,831 - INFO -
18
+ Epoch 2
19
+ 2024-05-20 19:26:55,919 - INFO - [22528/22599] Loss : 1.5300
20
+ 2024-05-20 19:26:56,732 - INFO - Test loss : 0.9760
21
+ 2024-05-20 19:26:56,732 - INFO -
22
+ Epoch 3
23
+ 2024-05-20 19:27:13,699 - INFO - [22528/22599] Loss : 1.4354
24
+ 2024-05-20 19:27:14,511 - INFO - Test loss : 0.9198
25
+ 2024-05-20 19:27:14,512 - INFO -
26
+ Epoch 4
27
+ 2024-05-20 19:27:31,518 - INFO - [22528/22599] Loss : 1.3520
28
+ 2024-05-20 19:27:32,331 - INFO - Test loss : 0.8631
29
+ 2024-05-20 19:27:32,331 - INFO -
30
+ Epoch 5
31
+ 2024-05-20 19:27:49,385 - INFO - [22528/22599] Loss : 1.2807
32
+ 2024-05-20 19:27:50,197 - INFO - Test loss : 0.8315
33
+ 2024-05-20 19:27:50,198 - INFO -
34
+ Epoch 6
35
+ 2024-05-20 19:28:07,200 - INFO - [22528/22599] Loss : 1.2314
36
+ 2024-05-20 19:28:08,013 - INFO - Test loss : 0.7956
37
+ 2024-05-20 19:28:08,014 - INFO -
38
+ Epoch 7
39
+ 2024-05-20 19:28:25,096 - INFO - [22528/22599] Loss : 1.1907
40
+ 2024-05-20 19:28:25,908 - INFO - Test loss : 0.7737
41
+ 2024-05-20 19:28:25,908 - INFO -
42
+ Epoch 8
43
+ 2024-05-20 19:28:42,866 - INFO - [22528/22599] Loss : 1.1729
44
+ 2024-05-20 19:28:43,684 - INFO - Test loss : 0.7456
45
+ 2024-05-20 19:28:43,684 - INFO -
46
+ Epoch 9
47
+ 2024-05-20 19:29:00,776 - INFO - [22528/22599] Loss : 1.1435
48
+ 2024-05-20 19:29:01,589 - INFO - Test loss : 0.7454
49
+ 2024-05-20 19:29:01,589 - INFO -
50
+ Epoch 10
51
+ 2024-05-20 19:29:18,572 - INFO - [22528/22599] Loss : 1.1238
52
+ 2024-05-20 19:29:19,384 - INFO - Test loss : 0.7320
53
+ 2024-05-20 19:29:19,404 - INFO - (1100,)
54
+ 2024-05-20 19:29:19,448 - INFO - Split ID: 0
55
+ 2024-05-20 19:29:19,449 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 2.09
56
+ 2024-05-20 19:29:19,449 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 5.18
57
+ 2024-05-20 19:29:19,449 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 8.0
58
+ 2024-05-20 19:29:19,449 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 13.64
59
+ 2024-05-20 19:29:19,449 - INFO -
60
+ No prior
61
+ 2024-05-20 19:29:19,476 - INFO - (24633,)
62
+ 2024-05-20 19:29:20,135 - INFO - Split ID: 0
63
+ 2024-05-20 19:29:20,135 - INFO - Top 1 (Epoch 10)acc (%): 76.08
64
+ 2024-05-20 19:29:20,136 - INFO - Top 3 (Epoch 10)acc (%): 90.98
65
+ 2024-05-20 19:29:20,136 - INFO - Top 5 (Epoch 10)acc (%): 94.06
66
+ 2024-05-20 19:29:20,136 - INFO - Top 10 (Epoch 10)acc (%): 96.83
67
+ 2024-05-20 19:29:44,199 - INFO - Split ID: 0
68
+ 2024-05-20 19:29:44,199 - INFO - Top 1 (Epoch 10)acc (%): 80.78
69
+ 2024-05-20 19:29:44,199 - INFO - Top 3 (Epoch 10)acc (%): 93.04
70
+ 2024-05-20 19:29:44,200 - INFO - Top 5 (Epoch 10)acc (%): 95.6
71
+ 2024-05-20 19:29:44,200 - INFO - Top 10 (Epoch 10)acc (%): 97.68
72
+ 2024-05-20 19:29:44,204 - INFO -
73
+ Epoch 11
74
+ 2024-05-20 19:30:01,300 - INFO - [22528/22599] Loss : 1.1065
75
+ 2024-05-20 19:30:02,112 - INFO - Test loss : 0.7276
76
+ 2024-05-20 19:30:02,113 - INFO -
77
+ Epoch 12
78
+ 2024-05-20 19:30:18,091 - INFO - [22528/22599] Loss : 1.0949
79
+ 2024-05-20 19:30:18,633 - INFO - Test loss : 0.7071
80
+ 2024-05-20 19:30:18,633 - INFO -
81
+ Epoch 13
82
+ 2024-05-20 19:30:35,088 - INFO - [22528/22599] Loss : 1.0840
83
+ 2024-05-20 19:30:35,901 - INFO - Test loss : 0.7097
84
+ 2024-05-20 19:30:35,901 - INFO -
85
+ Epoch 14
86
+ 2024-05-20 19:30:52,951 - INFO - [22528/22599] Loss : 1.0728
87
+ 2024-05-20 19:30:53,764 - INFO - Test loss : 0.7056
88
+ 2024-05-20 19:30:53,764 - INFO -
89
+ Epoch 15
90
+ 2024-05-20 19:31:10,766 - INFO - [22528/22599] Loss : 1.0628
91
+ 2024-05-20 19:31:11,580 - INFO - Test loss : 0.6858
92
+ 2024-05-20 19:31:11,580 - INFO -
93
+ Epoch 16
94
+ 2024-05-20 19:31:28,642 - INFO - [22528/22599] Loss : 1.0555
95
+ 2024-05-20 19:31:29,454 - INFO - Test loss : 0.6945
96
+ 2024-05-20 19:31:29,454 - INFO -
97
+ Epoch 17
98
+ 2024-05-20 19:31:46,457 - INFO - [22528/22599] Loss : 1.0447
99
+ 2024-05-20 19:31:47,224 - INFO - Test loss : 0.6705
100
+ 2024-05-20 19:31:47,224 - INFO -
101
+ Epoch 18
102
+ 2024-05-20 19:32:02,415 - INFO - [22528/22599] Loss : 1.0436
103
+ 2024-05-20 19:32:03,227 - INFO - Test loss : 0.6758
104
+ 2024-05-20 19:32:03,227 - INFO -
105
+ Epoch 19
106
+ 2024-05-20 19:32:20,264 - INFO - [22528/22599] Loss : 1.0315
107
+ 2024-05-20 19:32:21,076 - INFO - Test loss : 0.6700
108
+ 2024-05-20 19:32:21,077 - INFO -
109
+ Epoch 20
110
+ 2024-05-20 19:32:38,123 - INFO - [22528/22599] Loss : 1.0255
111
+ 2024-05-20 19:32:38,935 - INFO - Test loss : 0.6626
112
+ 2024-05-20 19:32:38,952 - INFO - (1100,)
113
+ 2024-05-20 19:32:38,995 - INFO - Split ID: 0
114
+ 2024-05-20 19:32:38,995 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 2.27
115
+ 2024-05-20 19:32:38,996 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 5.64
116
+ 2024-05-20 19:32:38,996 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 8.73
117
+ 2024-05-20 19:32:38,996 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 16.0
118
+ 2024-05-20 19:32:38,996 - INFO -
119
+ No prior
120
+ 2024-05-20 19:32:39,023 - INFO - (24633,)
121
+ 2024-05-20 19:32:39,677 - INFO - Split ID: 0
122
+ 2024-05-20 19:32:39,677 - INFO - Top 1 (Epoch 20)acc (%): 76.08
123
+ 2024-05-20 19:32:39,677 - INFO - Top 3 (Epoch 20)acc (%): 90.98
124
+ 2024-05-20 19:32:39,677 - INFO - Top 5 (Epoch 20)acc (%): 94.06
125
+ 2024-05-20 19:32:39,677 - INFO - Top 10 (Epoch 20)acc (%): 96.83
126
+ 2024-05-20 19:33:03,737 - INFO - Split ID: 0
127
+ 2024-05-20 19:33:03,737 - INFO - Top 1 (Epoch 20)acc (%): 81.49
128
+ 2024-05-20 19:33:03,737 - INFO - Top 3 (Epoch 20)acc (%): 93.45
129
+ 2024-05-20 19:33:03,738 - INFO - Top 5 (Epoch 20)acc (%): 95.75
130
+ 2024-05-20 19:33:03,738 - INFO - Top 10 (Epoch 20)acc (%): 97.8
131
+ 2024-05-20 19:33:03,742 - INFO -
132
+ Epoch 21
133
+ 2024-05-20 19:33:20,786 - INFO - [22528/22599] Loss : 1.0227
134
+ 2024-05-20 19:33:21,593 - INFO - Test loss : 0.6532
135
+ 2024-05-20 19:33:21,593 - INFO -
136
+ Epoch 22
137
+ 2024-05-20 19:33:38,611 - INFO - [22528/22599] Loss : 1.0153
138
+ 2024-05-20 19:33:39,420 - INFO - Test loss : 0.6653
139
+ 2024-05-20 19:33:39,420 - INFO -
140
+ Epoch 23
141
+ 2024-05-20 19:33:56,528 - INFO - [22528/22599] Loss : 1.0084
142
+ 2024-05-20 19:33:57,341 - INFO - Test loss : 0.6744
143
+ 2024-05-20 19:33:57,341 - INFO -
144
+ Epoch 24
145
+ 2024-05-20 19:34:14,341 - INFO - [22528/22599] Loss : 1.0041
146
+ 2024-05-20 19:34:15,160 - INFO - Test loss : 0.6706
147
+ 2024-05-20 19:34:15,161 - INFO -
148
+ Epoch 25
149
+ 2024-05-20 19:34:32,217 - INFO - [22528/22599] Loss : 1.0012
150
+ 2024-05-20 19:34:33,031 - INFO - Test loss : 0.6529
151
+ 2024-05-20 19:34:33,031 - INFO -
152
+ Epoch 26
153
+ 2024-05-20 19:34:50,023 - INFO - [22528/22599] Loss : 0.9973
154
+ 2024-05-20 19:34:50,835 - INFO - Test loss : 0.6671
155
+ 2024-05-20 19:34:50,835 - INFO -
156
+ Epoch 27
157
+ 2024-05-20 19:35:07,880 - INFO - [22528/22599] Loss : 0.9922
158
+ 2024-05-20 19:35:08,695 - INFO - Test loss : 0.6532
159
+ 2024-05-20 19:35:08,695 - INFO -
160
+ Epoch 28
161
+ 2024-05-20 19:35:25,737 - INFO - [22528/22599] Loss : 0.9915
162
+ 2024-05-20 19:35:26,545 - INFO - Test loss : 0.6600
163
+ 2024-05-20 19:35:26,545 - INFO -
164
+ Epoch 29
165
+ 2024-05-20 19:35:43,587 - INFO - [22528/22599] Loss : 0.9822
166
+ 2024-05-20 19:35:44,400 - INFO - Test loss : 0.6626
167
+ 2024-05-20 19:35:44,400 - INFO - Saving output model to ../models/rbf/model_nabirds_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
168
+ 2024-05-20 19:35:44,417 - INFO - Saving output model to ../models/rbf/model_nabirds_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
169
+ 2024-05-20 19:35:44,464 - INFO -
170
+ No prior
171
+ 2024-05-20 19:35:44,493 - INFO - (24633,)
172
+ 2024-05-20 19:35:45,149 - INFO - Split ID: 0
173
+ 2024-05-20 19:35:45,150 - INFO - Top 1 acc (%): 76.08
174
+ 2024-05-20 19:35:45,151 - INFO - Top 3 acc (%): 90.98
175
+ 2024-05-20 19:35:45,152 - INFO - Top 5 acc (%): 94.06
176
+ 2024-05-20 19:35:45,152 - INFO - Top 10 acc (%): 96.83
177
+ 2024-05-20 19:36:09,202 - INFO - Split ID: 0
178
+ 2024-05-20 19:36:09,202 - INFO - Top 1 acc (%): 81.63
179
+ 2024-05-20 19:36:09,202 - INFO - Top 3 acc (%): 93.48
180
+ 2024-05-20 19:36:09,202 - INFO - Top 5 acc (%): 95.82
181
+ 2024-05-20 19:36:09,203 - INFO - Top 10 acc (%): 97.81
182
+ 2024-05-20 19:36:09,207 - INFO -
183
+ rbf
184
+ 2024-05-20 19:36:09,207 - INFO - Model : model_nabirds_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
185
+ 2024-05-20 19:36:09,239 - INFO - (1100,)
186
+ 2024-05-20 19:36:09,283 - INFO - Split ID: 0
187
+ 2024-05-20 19:36:09,283 - INFO - Top 1 LocEnc acc (%): 2.0
188
+ 2024-05-20 19:36:09,284 - INFO - Top 3 LocEnc acc (%): 6.36
189
+ 2024-05-20 19:36:09,284 - INFO - Top 5 LocEnc acc (%): 9.73
190
+ 2024-05-20 19:36:09,284 - INFO - Top 10 LocEnc acc (%): 17.27
191
+ 2024-05-27 13:22:58,254 - INFO -
192
+ num_classes 555
193
+ 2024-05-27 13:22:58,316 - INFO - num train 22599
194
+ 2024-05-27 13:22:58,316 - INFO - num val 1100
195
+ 2024-05-27 13:22:58,316 - INFO - train loss full_loss
196
+ 2024-05-27 13:22:58,316 - INFO - model name ../models/rbf/model_nabirds_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
197
+ 2024-05-27 13:22:58,316 - INFO - num users 5331
198
+ 2024-05-27 13:22:58,316 - INFO - meta data ebird_meta
199
+ 2024-05-27 13:22:58,547 - INFO -
200
+ Epoch 0
201
+ 2024-05-27 13:23:27,205 - INFO - [22528/22599] Loss : 2.0265
202
+ 2024-05-27 13:23:28,544 - INFO - Test loss : 1.0133
203
+ 2024-05-27 13:23:28,545 - INFO -
204
+ Epoch 1
205
+ 2024-05-27 13:23:57,458 - INFO - [22528/22599] Loss : 1.6968
206
+ 2024-05-27 13:23:59,087 - INFO - Test loss : 1.0961
207
+ 2024-05-27 13:23:59,087 - INFO -
208
+ Epoch 2
209
+ 2024-05-27 13:24:32,956 - INFO - [22528/22599] Loss : 1.5047
210
+ 2024-05-27 13:24:34,579 - INFO - Test loss : 0.9307
211
+ 2024-05-27 13:24:34,579 - INFO -
212
+ Epoch 3
213
+ 2024-05-27 13:25:08,549 - INFO - [22528/22599] Loss : 1.3978
214
+ 2024-05-27 13:25:10,162 - INFO - Test loss : 0.8509
215
+ 2024-05-27 13:25:10,162 - INFO -
216
+ Epoch 4
217
+ 2024-05-27 13:25:43,857 - INFO - [22528/22599] Loss : 1.3087
218
+ 2024-05-27 13:25:45,581 - INFO - Test loss : 0.8115
219
+ 2024-05-27 13:25:45,581 - INFO -
220
+ Epoch 5
221
+ 2024-05-27 13:26:19,512 - INFO - [22528/22599] Loss : 1.2460
222
+ 2024-05-27 13:26:21,140 - INFO - Test loss : 0.7775
223
+ 2024-05-27 13:26:21,141 - INFO -
224
+ Epoch 6
225
+ 2024-05-27 13:26:54,903 - INFO - [22528/22599] Loss : 1.2052
226
+ 2024-05-27 13:26:56,529 - INFO - Test loss : 0.7508
227
+ 2024-05-27 13:26:56,529 - INFO -
228
+ Epoch 7
229
+ 2024-05-27 13:27:30,169 - INFO - [22528/22599] Loss : 1.1629
230
+ 2024-05-27 13:27:31,844 - INFO - Test loss : 0.7356
231
+ 2024-05-27 13:27:31,844 - INFO -
232
+ Epoch 8
233
+ 2024-05-27 13:28:07,502 - INFO - [22528/22599] Loss : 1.1326
234
+ 2024-05-27 13:28:09,228 - INFO - Test loss : 0.7141
235
+ 2024-05-27 13:28:09,228 - INFO -
236
+ Epoch 9
237
+ 2024-05-27 13:28:44,068 - INFO - [22528/22599] Loss : 1.1110
238
+ 2024-05-27 13:28:45,670 - INFO - Test loss : 0.6942
239
+ 2024-05-27 13:28:45,670 - INFO -
240
+ Epoch 10
241
+ 2024-05-27 13:29:19,674 - INFO - [22528/22599] Loss : 1.0958
242
+ 2024-05-27 13:29:21,225 - INFO - Test loss : 0.6812
243
+ 2024-05-27 13:29:21,225 - INFO -
244
+ Epoch 11
245
+ 2024-05-27 13:29:55,014 - INFO - [22528/22599] Loss : 1.0717
246
+ 2024-05-27 13:29:56,595 - INFO - Test loss : 0.6570
247
+ 2024-05-27 13:29:56,595 - INFO -
248
+ Epoch 12
249
+ 2024-05-27 13:30:30,563 - INFO - [22528/22599] Loss : 1.0603
250
+ 2024-05-27 13:30:32,176 - INFO - Test loss : 0.6596
251
+ 2024-05-27 13:30:32,176 - INFO -
252
+ Epoch 13
253
+ 2024-05-27 13:31:05,995 - INFO - [22528/22599] Loss : 1.0454
254
+ 2024-05-27 13:31:07,609 - INFO - Test loss : 0.6553
255
+ 2024-05-27 13:31:07,609 - INFO -
256
+ Epoch 14
257
+ 2024-05-27 13:31:41,465 - INFO - [22528/22599] Loss : 1.0353
258
+ 2024-05-27 13:31:43,115 - INFO - Test loss : 0.6410
259
+ 2024-05-27 13:31:43,115 - INFO -
260
+ Epoch 15
261
+ 2024-05-27 13:32:16,092 - INFO - [22528/22599] Loss : 1.0249
262
+ 2024-05-27 13:32:17,444 - INFO - Test loss : 0.6350
263
+ 2024-05-27 13:32:17,444 - INFO -
264
+ Epoch 16
265
+ 2024-05-27 13:32:50,468 - INFO - [22528/22599] Loss : 1.0170
266
+ 2024-05-27 13:32:52,187 - INFO - Test loss : 0.6271
267
+ 2024-05-27 13:32:52,187 - INFO -
268
+ Epoch 17
269
+ 2024-05-27 13:33:31,222 - INFO - [22528/22599] Loss : 1.0085
270
+ 2024-05-27 13:33:33,114 - INFO - Test loss : 0.6165
271
+ 2024-05-27 13:33:33,114 - INFO -
272
+ Epoch 18
273
+ 2024-05-27 13:34:13,020 - INFO - [22528/22599] Loss : 1.0008
274
+ 2024-05-27 13:34:14,958 - INFO - Test loss : 0.6204
275
+ 2024-05-27 13:34:14,959 - INFO -
276
+ Epoch 19
277
+ 2024-05-27 13:34:55,756 - INFO - [22528/22599] Loss : 0.9912
278
+ 2024-05-27 13:34:57,444 - INFO - Test loss : 0.6122
279
+ 2024-05-27 13:34:57,444 - INFO -
280
+ Epoch 20
281
+ 2024-05-27 13:35:36,123 - INFO - [22528/22599] Loss : 0.9885
282
+ 2024-05-27 13:35:38,016 - INFO - Test loss : 0.6102
283
+ 2024-05-27 13:35:38,017 - INFO -
284
+ Epoch 21
285
+ 2024-05-27 13:36:17,318 - INFO - [22528/22599] Loss : 0.9810
286
+ 2024-05-27 13:36:19,324 - INFO - Test loss : 0.6178
287
+ 2024-05-27 13:36:19,324 - INFO -
288
+ Epoch 22
289
+ 2024-05-27 13:36:58,640 - INFO - [22528/22599] Loss : 0.9770
290
+ 2024-05-27 13:37:00,580 - INFO - Test loss : 0.6173
291
+ 2024-05-27 13:37:00,580 - INFO -
292
+ Epoch 23
293
+ 2024-05-27 13:37:39,785 - INFO - [22528/22599] Loss : 0.9671
294
+ 2024-05-27 13:37:41,769 - INFO - Test loss : 0.6063
295
+ 2024-05-27 13:37:41,769 - INFO -
296
+ Epoch 24
297
+ 2024-05-27 13:38:20,885 - INFO - [22528/22599] Loss : 0.9675
298
+ 2024-05-27 13:38:22,793 - INFO - Test loss : 0.6227
299
+ 2024-05-27 13:38:22,793 - INFO -
300
+ Epoch 25
301
+ 2024-05-27 13:39:02,235 - INFO - [22528/22599] Loss : 0.9629
302
+ 2024-05-27 13:39:04,136 - INFO - Test loss : 0.6170
303
+ 2024-05-27 13:39:04,136 - INFO -
304
+ Epoch 26
305
+ 2024-05-27 13:39:43,474 - INFO - [22528/22599] Loss : 0.9596
306
+ 2024-05-27 13:39:45,406 - INFO - Test loss : 0.6063
307
+ 2024-05-27 13:39:45,406 - INFO -
308
+ Epoch 27
309
+ 2024-05-27 13:40:24,655 - INFO - [22528/22599] Loss : 0.9529
310
+ 2024-05-27 13:40:26,498 - INFO - Test loss : 0.6126
311
+ 2024-05-27 13:40:26,498 - INFO -
312
+ Epoch 28
313
+ 2024-05-27 13:41:06,024 - INFO - [22528/22599] Loss : 0.9518
314
+ 2024-05-27 13:41:07,944 - INFO - Test loss : 0.6122
315
+ 2024-05-27 13:41:07,944 - INFO -
316
+ Epoch 29
317
+ 2024-05-27 13:41:47,114 - INFO - [22528/22599] Loss : 0.9451
318
+ 2024-05-27 13:41:49,017 - INFO - Test loss : 0.6193
319
+ 2024-05-27 13:41:49,018 - INFO - Saving output model to ../models/rbf/model_nabirds_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
320
+ 2024-05-27 13:41:49,065 - INFO - Saving output model to ../models/rbf/model_nabirds_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
321
+ 2024-05-27 13:41:49,128 - INFO -
322
+ No prior
323
+ 2024-05-27 13:41:49,158 - INFO - (24633,)
324
+ 2024-05-27 13:41:49,929 - INFO - Split ID: 0
325
+ 2024-05-27 13:41:49,929 - INFO - Top 1 acc (%): 76.08
326
+ 2024-05-27 13:41:49,929 - INFO - Top 3 acc (%): 90.98
327
+ 2024-05-27 13:41:49,929 - INFO - Top 5 acc (%): 94.06
328
+ 2024-05-27 13:41:49,929 - INFO - Top 10 acc (%): 96.83
329
+ 2024-05-27 13:42:45,709 - INFO - Split ID: 0
330
+ 2024-05-27 13:42:45,710 - INFO - Top 1 acc (%): 81.61
331
+ 2024-05-27 13:42:45,710 - INFO - Top 3 acc (%): 93.57
332
+ 2024-05-27 13:42:45,710 - INFO - Top 5 acc (%): 95.83
333
+ 2024-05-27 13:42:45,710 - INFO - Top 10 acc (%): 97.83
334
+ 2024-05-27 13:42:45,717 - INFO -
335
+ Only rbf
336
+ 2024-05-27 13:42:45,717 - INFO - Model : model_nabirds_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
337
+ 2024-05-27 13:42:45,781 - INFO - (1100,)
338
+ 2024-05-27 13:42:45,849 - INFO - Split ID: 0
339
+ 2024-05-27 13:42:45,850 - INFO - Top 1 LocEnc acc (%): 2.27
340
+ 2024-05-27 13:42:45,850 - INFO - Top 3 LocEnc acc (%): 6.55
341
+ 2024-05-27 13:42:45,850 - INFO - Top 5 LocEnc acc (%): 9.18
342
+ 2024-05-27 13:42:45,850 - INFO - Top 10 LocEnc acc (%): 16.27