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  1. data/model_nabirds_ebird_meta_wrap_ffn_inception_v3_0.0020_64_0.0050000_1_512.log +342 -0
data/model_nabirds_ebird_meta_wrap_ffn_inception_v3_0.0020_64_0.0050000_1_512.log ADDED
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1
+ 2024-05-21 00:35:05,919 - INFO -
2
+ num_classes 555
3
+ 2024-05-21 00:35:05,919 - INFO - num train 22599
4
+ 2024-05-21 00:35:05,919 - INFO - num val 1100
5
+ 2024-05-21 00:35:05,919 - INFO - train loss full_loss
6
+ 2024-05-21 00:35:05,919 - INFO - model name ../models/wrap_ffn/model_nabirds_ebird_meta_wrap_ffn_inception_v3_0.0020_64_0.0050000_1_512.pth.tar
7
+ 2024-05-21 00:35:05,919 - INFO - num users 5331
8
+ 2024-05-21 00:35:05,919 - INFO - meta data ebird_meta
9
+ 2024-05-21 00:35:06,125 - INFO -
10
+ Epoch 0
11
+ 2024-05-21 00:35:07,176 - INFO - [22528/22599] Loss : 1.7681
12
+ 2024-05-21 00:35:07,216 - INFO - Test loss : 0.7071
13
+ 2024-05-21 00:35:07,216 - INFO -
14
+ Epoch 1
15
+ 2024-05-21 00:35:08,093 - INFO - [22528/22599] Loss : 1.3984
16
+ 2024-05-21 00:35:08,133 - INFO - Test loss : 0.7273
17
+ 2024-05-21 00:35:08,133 - INFO -
18
+ Epoch 2
19
+ 2024-05-21 00:35:09,059 - INFO - [22528/22599] Loss : 1.3750
20
+ 2024-05-21 00:35:09,099 - INFO - Test loss : 0.7882
21
+ 2024-05-21 00:35:09,099 - INFO -
22
+ Epoch 3
23
+ 2024-05-21 00:35:09,976 - INFO - [22528/22599] Loss : 1.3369
24
+ 2024-05-21 00:35:10,016 - INFO - Test loss : 0.7696
25
+ 2024-05-21 00:35:10,016 - INFO -
26
+ Epoch 4
27
+ 2024-05-21 00:35:10,938 - INFO - [22528/22599] Loss : 1.2667
28
+ 2024-05-21 00:35:10,978 - INFO - Test loss : 0.7167
29
+ 2024-05-21 00:35:10,978 - INFO -
30
+ Epoch 5
31
+ 2024-05-21 00:35:11,899 - INFO - [22528/22599] Loss : 1.2106
32
+ 2024-05-21 00:35:11,939 - INFO - Test loss : 0.6624
33
+ 2024-05-21 00:35:11,940 - INFO -
34
+ Epoch 6
35
+ 2024-05-21 00:35:12,815 - INFO - [22528/22599] Loss : 1.1662
36
+ 2024-05-21 00:35:12,855 - INFO - Test loss : 0.6362
37
+ 2024-05-21 00:35:12,855 - INFO -
38
+ Epoch 7
39
+ 2024-05-21 00:35:13,777 - INFO - [22528/22599] Loss : 1.1358
40
+ 2024-05-21 00:35:13,818 - INFO - Test loss : 0.6137
41
+ 2024-05-21 00:35:13,818 - INFO -
42
+ Epoch 8
43
+ 2024-05-21 00:35:14,695 - INFO - [22528/22599] Loss : 1.1091
44
+ 2024-05-21 00:35:14,735 - INFO - Test loss : 0.5983
45
+ 2024-05-21 00:35:14,735 - INFO -
46
+ Epoch 9
47
+ 2024-05-21 00:35:15,658 - INFO - [22528/22599] Loss : 1.0888
48
+ 2024-05-21 00:35:15,698 - INFO - Test loss : 0.5872
49
+ 2024-05-21 00:35:15,698 - INFO -
50
+ Epoch 10
51
+ 2024-05-21 00:35:16,575 - INFO - [22528/22599] Loss : 1.0709
52
+ 2024-05-21 00:35:16,614 - INFO - Test loss : 0.5708
53
+ 2024-05-21 00:35:16,624 - INFO - (1100,)
54
+ 2024-05-21 00:35:16,668 - INFO - Split ID: 0
55
+ 2024-05-21 00:35:16,669 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 1.18
56
+ 2024-05-21 00:35:16,669 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 3.0
57
+ 2024-05-21 00:35:16,669 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 5.18
58
+ 2024-05-21 00:35:16,669 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 8.91
59
+ 2024-05-21 00:35:16,669 - INFO -
60
+ No prior
61
+ 2024-05-21 00:35:16,696 - INFO - (24633,)
62
+ 2024-05-21 00:35:17,346 - INFO - Split ID: 0
63
+ 2024-05-21 00:35:17,347 - INFO - Top 1 (Epoch 10)acc (%): 76.08
64
+ 2024-05-21 00:35:17,347 - INFO - Top 3 (Epoch 10)acc (%): 90.98
65
+ 2024-05-21 00:35:17,347 - INFO - Top 5 (Epoch 10)acc (%): 94.06
66
+ 2024-05-21 00:35:17,347 - INFO - Top 10 (Epoch 10)acc (%): 96.83
67
+ 2024-05-21 00:35:25,626 - INFO - Split ID: 0
68
+ 2024-05-21 00:35:25,627 - INFO - Top 1 (Epoch 10)acc (%): 80.11
69
+ 2024-05-21 00:35:25,627 - INFO - Top 3 (Epoch 10)acc (%): 92.83
70
+ 2024-05-21 00:35:25,627 - INFO - Top 5 (Epoch 10)acc (%): 95.32
71
+ 2024-05-21 00:35:25,627 - INFO - Top 10 (Epoch 10)acc (%): 97.52
72
+ 2024-05-21 00:35:25,631 - INFO -
73
+ Epoch 11
74
+ 2024-05-21 00:35:26,554 - INFO - [22528/22599] Loss : 1.0553
75
+ 2024-05-21 00:35:26,595 - INFO - Test loss : 0.5523
76
+ 2024-05-21 00:35:26,595 - INFO -
77
+ Epoch 12
78
+ 2024-05-21 00:35:27,472 - INFO - [22528/22599] Loss : 1.0490
79
+ 2024-05-21 00:35:27,512 - INFO - Test loss : 0.5508
80
+ 2024-05-21 00:35:27,512 - INFO -
81
+ Epoch 13
82
+ 2024-05-21 00:35:28,436 - INFO - [22528/22599] Loss : 1.0340
83
+ 2024-05-21 00:35:28,476 - INFO - Test loss : 0.5467
84
+ 2024-05-21 00:35:28,476 - INFO -
85
+ Epoch 14
86
+ 2024-05-21 00:35:29,399 - INFO - [22528/22599] Loss : 1.0233
87
+ 2024-05-21 00:35:29,439 - INFO - Test loss : 0.5478
88
+ 2024-05-21 00:35:29,439 - INFO -
89
+ Epoch 15
90
+ 2024-05-21 00:35:30,315 - INFO - [22528/22599] Loss : 1.0176
91
+ 2024-05-21 00:35:30,356 - INFO - Test loss : 0.5438
92
+ 2024-05-21 00:35:30,356 - INFO -
93
+ Epoch 16
94
+ 2024-05-21 00:35:31,278 - INFO - [22528/22599] Loss : 1.0094
95
+ 2024-05-21 00:35:31,318 - INFO - Test loss : 0.5470
96
+ 2024-05-21 00:35:31,318 - INFO -
97
+ Epoch 17
98
+ 2024-05-21 00:35:32,196 - INFO - [22528/22599] Loss : 1.0030
99
+ 2024-05-21 00:35:32,236 - INFO - Test loss : 0.5500
100
+ 2024-05-21 00:35:32,236 - INFO -
101
+ Epoch 18
102
+ 2024-05-21 00:35:33,159 - INFO - [22528/22599] Loss : 0.9942
103
+ 2024-05-21 00:35:33,199 - INFO - Test loss : 0.5539
104
+ 2024-05-21 00:35:33,199 - INFO -
105
+ Epoch 19
106
+ 2024-05-21 00:35:34,076 - INFO - [22528/22599] Loss : 0.9925
107
+ 2024-05-21 00:35:34,116 - INFO - Test loss : 0.5428
108
+ 2024-05-21 00:35:34,116 - INFO -
109
+ Epoch 20
110
+ 2024-05-21 00:35:35,036 - INFO - [22528/22599] Loss : 0.9818
111
+ 2024-05-21 00:35:35,077 - INFO - Test loss : 0.5598
112
+ 2024-05-21 00:35:35,081 - INFO - (1100,)
113
+ 2024-05-21 00:35:35,126 - INFO - Split ID: 0
114
+ 2024-05-21 00:35:35,127 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 1.36
115
+ 2024-05-21 00:35:35,127 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 4.27
116
+ 2024-05-21 00:35:35,127 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 6.82
117
+ 2024-05-21 00:35:35,127 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 12.27
118
+ 2024-05-21 00:35:35,127 - INFO -
119
+ No prior
120
+ 2024-05-21 00:35:35,154 - INFO - (24633,)
121
+ 2024-05-21 00:35:35,802 - INFO - Split ID: 0
122
+ 2024-05-21 00:35:35,802 - INFO - Top 1 (Epoch 20)acc (%): 76.08
123
+ 2024-05-21 00:35:35,803 - INFO - Top 3 (Epoch 20)acc (%): 90.98
124
+ 2024-05-21 00:35:35,803 - INFO - Top 5 (Epoch 20)acc (%): 94.06
125
+ 2024-05-21 00:35:35,803 - INFO - Top 10 (Epoch 20)acc (%): 96.83
126
+ 2024-05-21 00:35:44,071 - INFO - Split ID: 0
127
+ 2024-05-21 00:35:44,071 - INFO - Top 1 (Epoch 20)acc (%): 81.16
128
+ 2024-05-21 00:35:44,071 - INFO - Top 3 (Epoch 20)acc (%): 93.24
129
+ 2024-05-21 00:35:44,072 - INFO - Top 5 (Epoch 20)acc (%): 95.69
130
+ 2024-05-21 00:35:44,072 - INFO - Top 10 (Epoch 20)acc (%): 97.76
131
+ 2024-05-21 00:35:44,076 - INFO -
132
+ Epoch 21
133
+ 2024-05-21 00:35:44,958 - INFO - [22528/22599] Loss : 0.9778
134
+ 2024-05-21 00:35:44,998 - INFO - Test loss : 0.5523
135
+ 2024-05-21 00:35:44,998 - INFO -
136
+ Epoch 22
137
+ 2024-05-21 00:35:45,923 - INFO - [22528/22599] Loss : 0.9763
138
+ 2024-05-21 00:35:45,964 - INFO - Test loss : 0.5578
139
+ 2024-05-21 00:35:45,964 - INFO -
140
+ Epoch 23
141
+ 2024-05-21 00:35:46,885 - INFO - [22528/22599] Loss : 0.9685
142
+ 2024-05-21 00:35:46,925 - INFO - Test loss : 0.5514
143
+ 2024-05-21 00:35:46,925 - INFO -
144
+ Epoch 24
145
+ 2024-05-21 00:35:47,799 - INFO - [22528/22599] Loss : 0.9669
146
+ 2024-05-21 00:35:47,839 - INFO - Test loss : 0.5506
147
+ 2024-05-21 00:35:47,840 - INFO -
148
+ Epoch 25
149
+ 2024-05-21 00:35:48,761 - INFO - [22528/22599] Loss : 0.9618
150
+ 2024-05-21 00:35:48,801 - INFO - Test loss : 0.5550
151
+ 2024-05-21 00:35:48,801 - INFO -
152
+ Epoch 26
153
+ 2024-05-21 00:35:49,676 - INFO - [22528/22599] Loss : 0.9608
154
+ 2024-05-21 00:35:49,716 - INFO - Test loss : 0.5730
155
+ 2024-05-21 00:35:49,716 - INFO -
156
+ Epoch 27
157
+ 2024-05-21 00:35:50,639 - INFO - [22528/22599] Loss : 0.9573
158
+ 2024-05-21 00:35:50,680 - INFO - Test loss : 0.5529
159
+ 2024-05-21 00:35:50,680 - INFO -
160
+ Epoch 28
161
+ 2024-05-21 00:35:51,555 - INFO - [22528/22599] Loss : 0.9550
162
+ 2024-05-21 00:35:51,596 - INFO - Test loss : 0.5636
163
+ 2024-05-21 00:35:51,596 - INFO -
164
+ Epoch 29
165
+ 2024-05-21 00:35:52,518 - INFO - [22528/22599] Loss : 0.9502
166
+ 2024-05-21 00:35:52,558 - INFO - Test loss : 0.5661
167
+ 2024-05-21 00:35:52,559 - INFO - Saving output model to ../models/wrap_ffn/model_nabirds_ebird_meta_wrap_ffn_inception_v3_0.0020_64_0.0050000_1_512.pth.tar
168
+ 2024-05-21 00:35:52,577 - INFO - Saving output model to ../models/wrap_ffn/model_nabirds_ebird_meta_wrap_ffn_inception_v3_0.0020_64_0.0050000_1_512.pth.tar
169
+ 2024-05-21 00:35:52,621 - INFO -
170
+ No prior
171
+ 2024-05-21 00:35:52,654 - INFO - (24633,)
172
+ 2024-05-21 00:35:53,316 - INFO - Split ID: 0
173
+ 2024-05-21 00:35:53,317 - INFO - Top 1 acc (%): 76.08
174
+ 2024-05-21 00:35:53,317 - INFO - Top 3 acc (%): 90.98
175
+ 2024-05-21 00:35:53,317 - INFO - Top 5 acc (%): 94.06
176
+ 2024-05-21 00:35:53,317 - INFO - Top 10 acc (%): 96.83
177
+ 2024-05-21 00:36:01,724 - INFO - Split ID: 0
178
+ 2024-05-21 00:36:01,724 - INFO - Top 1 acc (%): 81.4
179
+ 2024-05-21 00:36:01,724 - INFO - Top 3 acc (%): 93.36
180
+ 2024-05-21 00:36:01,724 - INFO - Top 5 acc (%): 95.75
181
+ 2024-05-21 00:36:01,724 - INFO - Top 10 acc (%): 97.8
182
+ 2024-05-21 00:36:01,730 - INFO -
183
+ wrap_ffn
184
+ 2024-05-21 00:36:01,730 - INFO - Model : model_nabirds_ebird_meta_wrap_ffn_inception_v3_0.0020_64_0.0050000_1_512.pth.tar
185
+ 2024-05-21 00:36:01,741 - INFO - (1100,)
186
+ 2024-05-21 00:36:01,786 - INFO - Split ID: 0
187
+ 2024-05-21 00:36:01,786 - INFO - Top 1 LocEnc acc (%): 1.73
188
+ 2024-05-21 00:36:01,786 - INFO - Top 3 LocEnc acc (%): 4.73
189
+ 2024-05-21 00:36:01,787 - INFO - Top 5 LocEnc acc (%): 6.64
190
+ 2024-05-21 00:36:01,787 - INFO - Top 10 LocEnc acc (%): 12.82
191
+ 2024-05-27 16:23:58,470 - INFO -
192
+ num_classes 555
193
+ 2024-05-27 16:23:58,504 - INFO - num train 22599
194
+ 2024-05-27 16:23:58,504 - INFO - num val 1100
195
+ 2024-05-27 16:23:58,504 - INFO - train loss full_loss
196
+ 2024-05-27 16:23:58,504 - INFO - model name ../models/wrap_ffn/model_nabirds_ebird_meta_wrap_ffn_inception_v3_0.0020_64_0.0050000_1_512.pth.tar
197
+ 2024-05-27 16:23:58,504 - INFO - num users 5331
198
+ 2024-05-27 16:23:58,504 - INFO - meta data ebird_meta
199
+ 2024-05-27 16:23:58,802 - INFO -
200
+ Epoch 0
201
+ 2024-05-27 16:25:12,781 - INFO - [22528/22599] Loss : 1.7709
202
+ 2024-05-27 16:25:16,418 - INFO - Test loss : 0.7037
203
+ 2024-05-27 16:25:16,418 - INFO -
204
+ Epoch 1
205
+ 2024-05-27 16:26:30,969 - INFO - [22528/22599] Loss : 1.3971
206
+ 2024-05-27 16:26:34,596 - INFO - Test loss : 0.7349
207
+ 2024-05-27 16:26:34,596 - INFO -
208
+ Epoch 2
209
+ 2024-05-27 16:27:46,171 - INFO - [22528/22599] Loss : 1.3774
210
+ 2024-05-27 16:27:49,435 - INFO - Test loss : 0.7850
211
+ 2024-05-27 16:27:49,436 - INFO -
212
+ Epoch 3
213
+ 2024-05-27 16:28:56,589 - INFO - [22528/22599] Loss : 1.3530
214
+ 2024-05-27 16:28:59,891 - INFO - Test loss : 0.8053
215
+ 2024-05-27 16:28:59,891 - INFO -
216
+ Epoch 4
217
+ 2024-05-27 16:30:07,431 - INFO - [22528/22599] Loss : 1.2955
218
+ 2024-05-27 16:30:10,668 - INFO - Test loss : 0.7819
219
+ 2024-05-27 16:30:10,668 - INFO -
220
+ Epoch 5
221
+ 2024-05-27 16:31:19,069 - INFO - [22528/22599] Loss : 1.2324
222
+ 2024-05-27 16:31:22,435 - INFO - Test loss : 0.7201
223
+ 2024-05-27 16:31:22,435 - INFO -
224
+ Epoch 6
225
+ 2024-05-27 16:32:30,806 - INFO - [22528/22599] Loss : 1.1887
226
+ 2024-05-27 16:32:34,070 - INFO - Test loss : 0.6820
227
+ 2024-05-27 16:32:34,070 - INFO -
228
+ Epoch 7
229
+ 2024-05-27 16:33:41,243 - INFO - [22528/22599] Loss : 1.1543
230
+ 2024-05-27 16:33:44,541 - INFO - Test loss : 0.6279
231
+ 2024-05-27 16:33:44,541 - INFO -
232
+ Epoch 8
233
+ 2024-05-27 16:34:52,928 - INFO - [22528/22599] Loss : 1.1212
234
+ 2024-05-27 16:34:56,233 - INFO - Test loss : 0.5984
235
+ 2024-05-27 16:34:56,233 - INFO -
236
+ Epoch 9
237
+ 2024-05-27 16:36:04,539 - INFO - [22528/22599] Loss : 1.0976
238
+ 2024-05-27 16:36:07,881 - INFO - Test loss : 0.5835
239
+ 2024-05-27 16:36:07,881 - INFO -
240
+ Epoch 10
241
+ 2024-05-27 16:37:15,726 - INFO - [22528/22599] Loss : 1.0846
242
+ 2024-05-27 16:37:19,079 - INFO - Test loss : 0.5779
243
+ 2024-05-27 16:37:19,079 - INFO -
244
+ Epoch 11
245
+ 2024-05-27 16:38:27,604 - INFO - [22528/22599] Loss : 1.0702
246
+ 2024-05-27 16:38:30,946 - INFO - Test loss : 0.5706
247
+ 2024-05-27 16:38:30,946 - INFO -
248
+ Epoch 12
249
+ 2024-05-27 16:39:38,688 - INFO - [22528/22599] Loss : 1.0584
250
+ 2024-05-27 16:39:41,976 - INFO - Test loss : 0.5585
251
+ 2024-05-27 16:39:41,976 - INFO -
252
+ Epoch 13
253
+ 2024-05-27 16:40:47,272 - INFO - [22528/22599] Loss : 1.0504
254
+ 2024-05-27 16:40:50,251 - INFO - Test loss : 0.5574
255
+ 2024-05-27 16:40:50,251 - INFO -
256
+ Epoch 14
257
+ 2024-05-27 16:41:50,923 - INFO - [22528/22599] Loss : 1.0396
258
+ 2024-05-27 16:41:53,996 - INFO - Test loss : 0.5527
259
+ 2024-05-27 16:41:53,996 - INFO -
260
+ Epoch 15
261
+ 2024-05-27 16:43:01,078 - INFO - [22528/22599] Loss : 1.0301
262
+ 2024-05-27 16:43:04,486 - INFO - Test loss : 0.5575
263
+ 2024-05-27 16:43:04,486 - INFO -
264
+ Epoch 16
265
+ 2024-05-27 16:44:14,393 - INFO - [22528/22599] Loss : 1.0218
266
+ 2024-05-27 16:44:17,739 - INFO - Test loss : 0.5592
267
+ 2024-05-27 16:44:17,739 - INFO -
268
+ Epoch 17
269
+ 2024-05-27 16:45:26,078 - INFO - [22528/22599] Loss : 1.0137
270
+ 2024-05-27 16:45:29,435 - INFO - Test loss : 0.5581
271
+ 2024-05-27 16:45:29,436 - INFO -
272
+ Epoch 18
273
+ 2024-05-27 16:46:38,209 - INFO - [22528/22599] Loss : 1.0068
274
+ 2024-05-27 16:46:41,542 - INFO - Test loss : 0.5487
275
+ 2024-05-27 16:46:41,542 - INFO -
276
+ Epoch 19
277
+ 2024-05-27 16:47:49,345 - INFO - [22528/22599] Loss : 1.0043
278
+ 2024-05-27 16:47:52,632 - INFO - Test loss : 0.5440
279
+ 2024-05-27 16:47:52,632 - INFO -
280
+ Epoch 20
281
+ 2024-05-27 16:49:00,748 - INFO - [22528/22599] Loss : 0.9976
282
+ 2024-05-27 16:49:04,033 - INFO - Test loss : 0.5459
283
+ 2024-05-27 16:49:04,033 - INFO -
284
+ Epoch 21
285
+ 2024-05-27 16:50:12,132 - INFO - [22528/22599] Loss : 0.9887
286
+ 2024-05-27 16:50:15,474 - INFO - Test loss : 0.5487
287
+ 2024-05-27 16:50:15,474 - INFO -
288
+ Epoch 22
289
+ 2024-05-27 16:51:25,575 - INFO - [22528/22599] Loss : 0.9875
290
+ 2024-05-27 16:51:29,210 - INFO - Test loss : 0.5478
291
+ 2024-05-27 16:51:29,210 - INFO -
292
+ Epoch 23
293
+ 2024-05-27 16:52:42,590 - INFO - [22528/22599] Loss : 0.9825
294
+ 2024-05-27 16:52:46,151 - INFO - Test loss : 0.5410
295
+ 2024-05-27 16:52:46,151 - INFO -
296
+ Epoch 24
297
+ 2024-05-27 16:53:59,021 - INFO - [22528/22599] Loss : 0.9799
298
+ 2024-05-27 16:54:02,571 - INFO - Test loss : 0.5605
299
+ 2024-05-27 16:54:02,571 - INFO -
300
+ Epoch 25
301
+ 2024-05-27 16:55:16,473 - INFO - [22528/22599] Loss : 0.9731
302
+ 2024-05-27 16:55:20,112 - INFO - Test loss : 0.5580
303
+ 2024-05-27 16:55:20,112 - INFO -
304
+ Epoch 26
305
+ 2024-05-27 16:56:34,415 - INFO - [22528/22599] Loss : 0.9706
306
+ 2024-05-27 16:56:38,009 - INFO - Test loss : 0.5561
307
+ 2024-05-27 16:56:38,009 - INFO -
308
+ Epoch 27
309
+ 2024-05-27 16:57:51,316 - INFO - [22528/22599] Loss : 0.9655
310
+ 2024-05-27 16:57:54,864 - INFO - Test loss : 0.5538
311
+ 2024-05-27 16:57:54,864 - INFO -
312
+ Epoch 28
313
+ 2024-05-27 16:59:07,327 - INFO - [22528/22599] Loss : 0.9615
314
+ 2024-05-27 16:59:10,849 - INFO - Test loss : 0.5607
315
+ 2024-05-27 16:59:10,849 - INFO -
316
+ Epoch 29
317
+ 2024-05-27 17:00:24,112 - INFO - [22528/22599] Loss : 0.9617
318
+ 2024-05-27 17:00:27,708 - INFO - Test loss : 0.5716
319
+ 2024-05-27 17:00:27,708 - INFO - Saving output model to ../models/wrap_ffn/model_nabirds_ebird_meta_wrap_ffn_inception_v3_0.0020_64_0.0050000_1_512.pth.tar
320
+ 2024-05-27 17:00:27,763 - INFO - Saving output model to ../models/wrap_ffn/model_nabirds_ebird_meta_wrap_ffn_inception_v3_0.0020_64_0.0050000_1_512.pth.tar
321
+ 2024-05-27 17:00:27,808 - INFO -
322
+ No prior
323
+ 2024-05-27 17:00:27,841 - INFO - (24633,)
324
+ 2024-05-27 17:00:28,626 - INFO - Split ID: 0
325
+ 2024-05-27 17:00:28,626 - INFO - Top 1 acc (%): 76.08
326
+ 2024-05-27 17:00:28,627 - INFO - Top 3 acc (%): 90.98
327
+ 2024-05-27 17:00:28,627 - INFO - Top 5 acc (%): 94.06
328
+ 2024-05-27 17:00:28,627 - INFO - Top 10 acc (%): 96.83
329
+ 2024-05-27 17:02:16,328 - INFO - Split ID: 0
330
+ 2024-05-27 17:02:16,328 - INFO - Top 1 acc (%): 81.27
331
+ 2024-05-27 17:02:16,329 - INFO - Top 3 acc (%): 93.33
332
+ 2024-05-27 17:02:16,329 - INFO - Top 5 acc (%): 95.65
333
+ 2024-05-27 17:02:16,329 - INFO - Top 10 acc (%): 97.73
334
+ 2024-05-27 17:02:16,335 - INFO -
335
+ Only wrap_ffn
336
+ 2024-05-27 17:02:16,335 - INFO - Model : model_nabirds_ebird_meta_wrap_ffn_inception_v3_0.0020_64_0.0050000_1_512.pth.tar
337
+ 2024-05-27 17:02:16,376 - INFO - (1100,)
338
+ 2024-05-27 17:02:16,425 - INFO - Split ID: 0
339
+ 2024-05-27 17:02:16,426 - INFO - Top 1 LocEnc acc (%): 2.36
340
+ 2024-05-27 17:02:16,426 - INFO - Top 3 LocEnc acc (%): 5.09
341
+ 2024-05-27 17:02:16,426 - INFO - Top 5 LocEnc acc (%): 7.45
342
+ 2024-05-27 17:02:16,426 - INFO - Top 10 LocEnc acc (%): 13.09