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Upload data/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.log with huggingface_hub

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data/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.log ADDED
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1
+ 2024-05-20 19:50:53,347 - INFO -
2
+ num_classes 500
3
+ 2024-05-20 19:50:53,347 - INFO - num train 42490
4
+ 2024-05-20 19:50:53,347 - INFO - num val 980
5
+ 2024-05-20 19:50:53,347 - INFO - train loss full_loss
6
+ 2024-05-20 19:50:53,347 - INFO - model name ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
7
+ 2024-05-20 19:50:53,347 - INFO - num users 5763
8
+ 2024-05-20 19:50:53,347 - INFO - meta data ebird_meta
9
+ 2024-05-20 19:50:53,555 - INFO -
10
+ Epoch 0
11
+ 2024-05-20 19:51:13,836 - INFO - [41984/42490] Loss : 1.2835
12
+ 2024-05-20 19:51:14,306 - INFO - Test loss : 0.4673
13
+ 2024-05-20 19:51:14,307 - INFO -
14
+ Epoch 1
15
+ 2024-05-20 19:51:34,902 - INFO - [41984/42490] Loss : 0.9799
16
+ 2024-05-20 19:51:35,266 - INFO - Test loss : 0.3792
17
+ 2024-05-20 19:51:35,267 - INFO -
18
+ Epoch 2
19
+ 2024-05-20 19:51:55,750 - INFO - [41984/42490] Loss : 0.9101
20
+ 2024-05-20 19:51:56,219 - INFO - Test loss : 0.3868
21
+ 2024-05-20 19:51:56,219 - INFO -
22
+ Epoch 3
23
+ 2024-05-20 19:52:16,302 - INFO - [41984/42490] Loss : 0.8732
24
+ 2024-05-20 19:52:16,771 - INFO - Test loss : 0.3792
25
+ 2024-05-20 19:52:16,771 - INFO -
26
+ Epoch 4
27
+ 2024-05-20 19:52:36,877 - INFO - [41984/42490] Loss : 0.8492
28
+ 2024-05-20 19:52:37,347 - INFO - Test loss : 0.3506
29
+ 2024-05-20 19:52:37,347 - INFO -
30
+ Epoch 5
31
+ 2024-05-20 19:52:57,418 - INFO - [41984/42490] Loss : 0.8341
32
+ 2024-05-20 19:52:57,886 - INFO - Test loss : 0.3482
33
+ 2024-05-20 19:52:57,887 - INFO -
34
+ Epoch 6
35
+ 2024-05-20 19:53:17,990 - INFO - [41984/42490] Loss : 0.8224
36
+ 2024-05-20 19:53:18,431 - INFO - Test loss : 0.3420
37
+ 2024-05-20 19:53:18,431 - INFO -
38
+ Epoch 7
39
+ 2024-05-20 19:53:38,536 - INFO - [41984/42490] Loss : 0.8139
40
+ 2024-05-20 19:53:39,004 - INFO - Test loss : 0.3428
41
+ 2024-05-20 19:53:39,005 - INFO -
42
+ Epoch 8
43
+ 2024-05-20 19:53:59,074 - INFO - [41984/42490] Loss : 0.8044
44
+ 2024-05-20 19:53:59,544 - INFO - Test loss : 0.3438
45
+ 2024-05-20 19:53:59,544 - INFO -
46
+ Epoch 9
47
+ 2024-05-20 19:54:19,664 - INFO - [41984/42490] Loss : 0.7987
48
+ 2024-05-20 19:54:20,134 - INFO - Test loss : 0.3510
49
+ 2024-05-20 19:54:20,134 - INFO -
50
+ Epoch 10
51
+ 2024-05-20 19:54:40,166 - INFO - [41984/42490] Loss : 0.7925
52
+ 2024-05-20 19:54:40,636 - INFO - Test loss : 0.3444
53
+ 2024-05-20 19:54:40,646 - INFO - (980,)
54
+ 2024-05-20 19:54:40,683 - INFO - Split ID: 0
55
+ 2024-05-20 19:54:40,683 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 3.37
56
+ 2024-05-20 19:54:40,683 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 8.78
57
+ 2024-05-20 19:54:40,684 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 13.27
58
+ 2024-05-20 19:54:40,684 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 23.27
59
+ 2024-05-20 19:54:40,684 - INFO -
60
+ No prior
61
+ 2024-05-20 19:54:40,685 - INFO - (2262,)
62
+ 2024-05-20 19:54:40,734 - INFO - Split ID: 0
63
+ 2024-05-20 19:54:40,734 - INFO - Top 1 (Epoch 10)acc (%): 70.07
64
+ 2024-05-20 19:54:40,735 - INFO - Top 3 (Epoch 10)acc (%): 86.6
65
+ 2024-05-20 19:54:40,735 - INFO - Top 5 (Epoch 10)acc (%): 90.05
66
+ 2024-05-20 19:54:40,735 - INFO - Top 10 (Epoch 10)acc (%): 92.88
67
+ 2024-05-20 19:54:41,956 - INFO - Split ID: 0
68
+ 2024-05-20 19:54:41,956 - INFO - Top 1 (Epoch 10)acc (%): 78.56
69
+ 2024-05-20 19:54:41,956 - INFO - Top 3 (Epoch 10)acc (%): 90.63
70
+ 2024-05-20 19:54:41,957 - INFO - Top 5 (Epoch 10)acc (%): 93.1
71
+ 2024-05-20 19:54:41,957 - INFO - Top 10 (Epoch 10)acc (%): 95.58
72
+ 2024-05-20 19:54:41,957 - INFO -
73
+ Epoch 11
74
+ 2024-05-20 19:55:02,077 - INFO - [41984/42490] Loss : 0.7867
75
+ 2024-05-20 19:55:02,547 - INFO - Test loss : 0.3492
76
+ 2024-05-20 19:55:02,547 - INFO -
77
+ Epoch 12
78
+ 2024-05-20 19:55:23,004 - INFO - [41984/42490] Loss : 0.7841
79
+ 2024-05-20 19:55:23,475 - INFO - Test loss : 0.3441
80
+ 2024-05-20 19:55:23,475 - INFO -
81
+ Epoch 13
82
+ 2024-05-20 19:55:43,591 - INFO - [41984/42490] Loss : 0.7781
83
+ 2024-05-20 19:55:44,062 - INFO - Test loss : 0.3458
84
+ 2024-05-20 19:55:44,063 - INFO -
85
+ Epoch 14
86
+ 2024-05-20 19:56:04,640 - INFO - [41984/42490] Loss : 0.7753
87
+ 2024-05-20 19:56:05,109 - INFO - Test loss : 0.3506
88
+ 2024-05-20 19:56:05,109 - INFO -
89
+ Epoch 15
90
+ 2024-05-20 19:56:25,199 - INFO - [41984/42490] Loss : 0.7697
91
+ 2024-05-20 19:56:25,670 - INFO - Test loss : 0.3520
92
+ 2024-05-20 19:56:25,670 - INFO -
93
+ Epoch 16
94
+ 2024-05-20 19:56:45,806 - INFO - [41984/42490] Loss : 0.7672
95
+ 2024-05-20 19:56:46,276 - INFO - Test loss : 0.3479
96
+ 2024-05-20 19:56:46,276 - INFO -
97
+ Epoch 17
98
+ 2024-05-20 19:57:06,645 - INFO - [41984/42490] Loss : 0.7620
99
+ 2024-05-20 19:57:07,112 - INFO - Test loss : 0.3550
100
+ 2024-05-20 19:57:07,112 - INFO -
101
+ Epoch 18
102
+ 2024-05-20 19:57:27,211 - INFO - [41984/42490] Loss : 0.7598
103
+ 2024-05-20 19:57:27,680 - INFO - Test loss : 0.3539
104
+ 2024-05-20 19:57:27,680 - INFO -
105
+ Epoch 19
106
+ 2024-05-20 19:57:47,842 - INFO - [41984/42490] Loss : 0.7590
107
+ 2024-05-20 19:57:48,313 - INFO - Test loss : 0.3567
108
+ 2024-05-20 19:57:48,313 - INFO -
109
+ Epoch 20
110
+ 2024-05-20 19:58:08,392 - INFO - [41984/42490] Loss : 0.7549
111
+ 2024-05-20 19:58:08,863 - INFO - Test loss : 0.3548
112
+ 2024-05-20 19:58:08,865 - INFO - (980,)
113
+ 2024-05-20 19:58:08,898 - INFO - Split ID: 0
114
+ 2024-05-20 19:58:08,898 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 4.18
115
+ 2024-05-20 19:58:08,898 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 10.0
116
+ 2024-05-20 19:58:08,898 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 14.39
117
+ 2024-05-20 19:58:08,899 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 23.78
118
+ 2024-05-20 19:58:08,899 - INFO -
119
+ No prior
120
+ 2024-05-20 19:58:08,900 - INFO - (2262,)
121
+ 2024-05-20 19:58:08,950 - INFO - Split ID: 0
122
+ 2024-05-20 19:58:08,950 - INFO - Top 1 (Epoch 20)acc (%): 70.07
123
+ 2024-05-20 19:58:08,950 - INFO - Top 3 (Epoch 20)acc (%): 86.6
124
+ 2024-05-20 19:58:08,950 - INFO - Top 5 (Epoch 20)acc (%): 90.05
125
+ 2024-05-20 19:58:08,950 - INFO - Top 10 (Epoch 20)acc (%): 92.88
126
+ 2024-05-20 19:58:10,168 - INFO - Split ID: 0
127
+ 2024-05-20 19:58:10,169 - INFO - Top 1 (Epoch 20)acc (%): 78.78
128
+ 2024-05-20 19:58:10,169 - INFO - Top 3 (Epoch 20)acc (%): 91.11
129
+ 2024-05-20 19:58:10,169 - INFO - Top 5 (Epoch 20)acc (%): 93.32
130
+ 2024-05-20 19:58:10,169 - INFO - Top 10 (Epoch 20)acc (%): 95.76
131
+ 2024-05-20 19:58:10,169 - INFO -
132
+ Epoch 21
133
+ 2024-05-20 19:58:30,288 - INFO - [41984/42490] Loss : 0.7522
134
+ 2024-05-20 19:58:30,813 - INFO - Test loss : 0.3665
135
+ 2024-05-20 19:58:30,813 - INFO -
136
+ Epoch 22
137
+ 2024-05-20 19:58:50,920 - INFO - [41984/42490] Loss : 0.7498
138
+ 2024-05-20 19:58:51,435 - INFO - Test loss : 0.3678
139
+ 2024-05-20 19:58:51,435 - INFO -
140
+ Epoch 23
141
+ 2024-05-20 19:59:11,513 - INFO - [41984/42490] Loss : 0.7474
142
+ 2024-05-20 19:59:11,984 - INFO - Test loss : 0.3628
143
+ 2024-05-20 19:59:11,984 - INFO -
144
+ Epoch 24
145
+ 2024-05-20 19:59:32,121 - INFO - [41984/42490] Loss : 0.7418
146
+ 2024-05-20 19:59:32,591 - INFO - Test loss : 0.3618
147
+ 2024-05-20 19:59:32,591 - INFO -
148
+ Epoch 25
149
+ 2024-05-20 19:59:53,044 - INFO - [41984/42490] Loss : 0.7432
150
+ 2024-05-20 19:59:53,514 - INFO - Test loss : 0.3596
151
+ 2024-05-20 19:59:53,514 - INFO -
152
+ Epoch 26
153
+ 2024-05-20 20:00:12,551 - INFO - [41984/42490] Loss : 0.7416
154
+ 2024-05-20 20:00:13,082 - INFO - Test loss : 0.3600
155
+ 2024-05-20 20:00:13,082 - INFO -
156
+ Epoch 27
157
+ 2024-05-20 20:00:33,905 - INFO - [41984/42490] Loss : 0.7367
158
+ 2024-05-20 20:00:34,373 - INFO - Test loss : 0.3692
159
+ 2024-05-20 20:00:34,374 - INFO -
160
+ Epoch 28
161
+ 2024-05-20 20:00:54,425 - INFO - [41984/42490] Loss : 0.7357
162
+ 2024-05-20 20:00:54,895 - INFO - Test loss : 0.3712
163
+ 2024-05-20 20:00:54,895 - INFO -
164
+ Epoch 29
165
+ 2024-05-20 20:01:15,527 - INFO - [41984/42490] Loss : 0.7338
166
+ 2024-05-20 20:01:15,997 - INFO - Test loss : 0.3705
167
+ 2024-05-20 20:01:15,997 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
168
+ 2024-05-20 20:01:16,021 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
169
+ 2024-05-20 20:01:16,105 - INFO -
170
+ No prior
171
+ 2024-05-20 20:01:16,106 - INFO - (2262,)
172
+ 2024-05-20 20:01:16,155 - INFO - Split ID: 0
173
+ 2024-05-20 20:01:16,155 - INFO - Top 1 acc (%): 70.07
174
+ 2024-05-20 20:01:16,155 - INFO - Top 3 acc (%): 86.6
175
+ 2024-05-20 20:01:16,155 - INFO - Top 5 acc (%): 90.05
176
+ 2024-05-20 20:01:16,155 - INFO - Top 10 acc (%): 92.88
177
+ 2024-05-20 20:01:17,375 - INFO - Split ID: 0
178
+ 2024-05-20 20:01:17,375 - INFO - Top 1 acc (%): 79.35
179
+ 2024-05-20 20:01:17,375 - INFO - Top 3 acc (%): 91.16
180
+ 2024-05-20 20:01:17,375 - INFO - Top 5 acc (%): 93.5
181
+ 2024-05-20 20:01:17,375 - INFO - Top 10 acc (%): 95.8
182
+ 2024-05-20 20:01:17,375 - INFO -
183
+ wrap
184
+ 2024-05-20 20:01:17,375 - INFO - Model : model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
185
+ 2024-05-20 20:01:17,393 - INFO - (980,)
186
+ 2024-05-20 20:01:17,426 - INFO - Split ID: 0
187
+ 2024-05-20 20:01:17,426 - INFO - Top 1 LocEnc acc (%): 5.0
188
+ 2024-05-20 20:01:17,426 - INFO - Top 3 LocEnc acc (%): 11.73
189
+ 2024-05-20 20:01:17,426 - INFO - Top 5 LocEnc acc (%): 16.43
190
+ 2024-05-20 20:01:17,426 - INFO - Top 10 LocEnc acc (%): 24.8
191
+ 2024-05-25 11:54:24,895 - INFO -
192
+ num_classes 500
193
+ 2024-05-25 11:54:24,990 - INFO - num train 42490
194
+ 2024-05-25 11:54:24,990 - INFO - num val 980
195
+ 2024-05-25 11:54:24,990 - INFO - train loss full_loss
196
+ 2024-05-25 11:54:24,990 - INFO - model name ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
197
+ 2024-05-25 11:54:24,990 - INFO - num users 5763
198
+ 2024-05-25 11:54:24,990 - INFO - meta data ebird_meta
199
+ 2024-05-25 11:54:25,889 - INFO -
200
+ Epoch 0
201
+ 2024-05-25 11:54:41,696 - INFO - [41984/42490] Loss : 1.3001
202
+ 2024-05-25 11:54:42,168 - INFO - Test loss : 0.4397
203
+ 2024-05-25 11:54:42,168 - INFO -
204
+ Epoch 1
205
+ 2024-05-25 11:54:59,995 - INFO - [41984/42490] Loss : 0.9789
206
+ 2024-05-25 11:55:00,464 - INFO - Test loss : 0.3907
207
+ 2024-05-25 11:55:00,464 - INFO -
208
+ Epoch 2
209
+ 2024-05-25 11:55:18,319 - INFO - [41984/42490] Loss : 0.9087
210
+ 2024-05-25 11:55:18,794 - INFO - Test loss : 0.3875
211
+ 2024-05-25 11:55:18,794 - INFO -
212
+ Epoch 3
213
+ 2024-05-25 11:55:34,358 - INFO - [41984/42490] Loss : 0.8728
214
+ 2024-05-25 11:55:34,669 - INFO - Test loss : 0.3660
215
+ 2024-05-25 11:55:34,669 - INFO -
216
+ Epoch 4
217
+ 2024-05-25 11:55:51,023 - INFO - [41984/42490] Loss : 0.8494
218
+ 2024-05-25 11:55:51,495 - INFO - Test loss : 0.3567
219
+ 2024-05-25 11:55:51,495 - INFO -
220
+ Epoch 5
221
+ 2024-05-25 11:56:07,984 - INFO - [41984/42490] Loss : 0.8342
222
+ 2024-05-25 11:56:08,451 - INFO - Test loss : 0.3563
223
+ 2024-05-25 11:56:08,451 - INFO -
224
+ Epoch 6
225
+ 2024-05-25 11:56:24,091 - INFO - [41984/42490] Loss : 0.8216
226
+ 2024-05-25 11:56:24,567 - INFO - Test loss : 0.3577
227
+ 2024-05-25 11:56:24,567 - INFO -
228
+ Epoch 7
229
+ 2024-05-25 11:56:39,796 - INFO - [41984/42490] Loss : 0.8123
230
+ 2024-05-25 11:56:40,270 - INFO - Test loss : 0.3444
231
+ 2024-05-25 11:56:40,270 - INFO -
232
+ Epoch 8
233
+ 2024-05-25 11:56:56,706 - INFO - [41984/42490] Loss : 0.8047
234
+ 2024-05-25 11:56:56,805 - INFO - Test loss : 0.3513
235
+ 2024-05-25 11:56:56,805 - INFO -
236
+ Epoch 9
237
+ 2024-05-25 11:57:13,075 - INFO - [41984/42490] Loss : 0.7973
238
+ 2024-05-25 11:57:13,545 - INFO - Test loss : 0.3481
239
+ 2024-05-25 11:57:13,546 - INFO -
240
+ Epoch 10
241
+ 2024-05-25 11:57:29,027 - INFO - [41984/42490] Loss : 0.7922
242
+ 2024-05-25 11:57:29,257 - INFO - Test loss : 0.3469
243
+ 2024-05-25 11:57:29,275 - INFO - (980,)
244
+ 2024-05-25 11:57:29,312 - INFO - Split ID: 0
245
+ 2024-05-25 11:57:29,312 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 3.47
246
+ 2024-05-25 11:57:29,312 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 8.67
247
+ 2024-05-25 11:57:29,312 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 14.69
248
+ 2024-05-25 11:57:29,312 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 21.53
249
+ 2024-05-25 11:57:29,312 - INFO -
250
+ No prior
251
+ 2024-05-25 11:57:29,313 - INFO - (2262,)
252
+ 2024-05-25 11:57:29,365 - INFO - Split ID: 0
253
+ 2024-05-25 11:57:29,365 - INFO - Top 1 (Epoch 10)acc (%): 70.07
254
+ 2024-05-25 11:57:29,365 - INFO - Top 3 (Epoch 10)acc (%): 86.6
255
+ 2024-05-25 11:57:29,365 - INFO - Top 5 (Epoch 10)acc (%): 90.05
256
+ 2024-05-25 11:57:29,365 - INFO - Top 10 (Epoch 10)acc (%): 92.88
257
+ 2024-05-25 11:57:31,106 - INFO - Split ID: 0
258
+ 2024-05-25 11:57:31,106 - INFO - Top 1 (Epoch 10)acc (%): 78.38
259
+ 2024-05-25 11:57:31,107 - INFO - Top 3 (Epoch 10)acc (%): 90.5
260
+ 2024-05-25 11:57:31,107 - INFO - Top 5 (Epoch 10)acc (%): 92.93
261
+ 2024-05-25 11:57:31,107 - INFO - Top 10 (Epoch 10)acc (%): 95.67
262
+ 2024-05-25 11:57:31,107 - INFO -
263
+ Epoch 11
264
+ 2024-05-25 11:57:48,814 - INFO - [41984/42490] Loss : 0.7869
265
+ 2024-05-25 11:57:49,289 - INFO - Test loss : 0.3455
266
+ 2024-05-25 11:57:49,290 - INFO -
267
+ Epoch 12
268
+ 2024-05-25 11:58:06,698 - INFO - [41984/42490] Loss : 0.7820
269
+ 2024-05-25 11:58:07,007 - INFO - Test loss : 0.3470
270
+ 2024-05-25 11:58:07,007 - INFO -
271
+ Epoch 13
272
+ 2024-05-25 11:58:23,024 - INFO - [41984/42490] Loss : 0.7773
273
+ 2024-05-25 11:58:23,182 - INFO - Test loss : 0.3488
274
+ 2024-05-25 11:58:23,182 - INFO -
275
+ Epoch 14
276
+ 2024-05-25 11:58:38,864 - INFO - [41984/42490] Loss : 0.7712
277
+ 2024-05-25 11:58:39,338 - INFO - Test loss : 0.3509
278
+ 2024-05-25 11:58:39,338 - INFO -
279
+ Epoch 15
280
+ 2024-05-25 11:58:55,193 - INFO - [41984/42490] Loss : 0.7683
281
+ 2024-05-25 11:58:55,354 - INFO - Test loss : 0.3572
282
+ 2024-05-25 11:58:55,355 - INFO -
283
+ Epoch 16
284
+ 2024-05-25 11:59:11,732 - INFO - [41984/42490] Loss : 0.7660
285
+ 2024-05-25 11:59:12,207 - INFO - Test loss : 0.3495
286
+ 2024-05-25 11:59:12,207 - INFO -
287
+ Epoch 17
288
+ 2024-05-25 11:59:27,608 - INFO - [41984/42490] Loss : 0.7616
289
+ 2024-05-25 11:59:27,949 - INFO - Test loss : 0.3460
290
+ 2024-05-25 11:59:27,949 - INFO -
291
+ Epoch 18
292
+ 2024-05-25 11:59:43,843 - INFO - [41984/42490] Loss : 0.7573
293
+ 2024-05-25 11:59:44,318 - INFO - Test loss : 0.3496
294
+ 2024-05-25 11:59:44,319 - INFO -
295
+ Epoch 19
296
+ 2024-05-25 12:00:00,436 - INFO - [41984/42490] Loss : 0.7550
297
+ 2024-05-25 12:00:00,910 - INFO - Test loss : 0.3527
298
+ 2024-05-25 12:00:00,910 - INFO -
299
+ Epoch 20
300
+ 2024-05-25 12:00:16,941 - INFO - [41984/42490] Loss : 0.7539
301
+ 2024-05-25 12:00:17,416 - INFO - Test loss : 0.3515
302
+ 2024-05-25 12:00:17,418 - INFO - (980,)
303
+ 2024-05-25 12:00:17,452 - INFO - Split ID: 0
304
+ 2024-05-25 12:00:17,452 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 4.18
305
+ 2024-05-25 12:00:17,452 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 10.82
306
+ 2024-05-25 12:00:17,452 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 15.1
307
+ 2024-05-25 12:00:17,452 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 24.49
308
+ 2024-05-25 12:00:17,452 - INFO -
309
+ No prior
310
+ 2024-05-25 12:00:17,453 - INFO - (2262,)
311
+ 2024-05-25 12:00:17,504 - INFO - Split ID: 0
312
+ 2024-05-25 12:00:17,504 - INFO - Top 1 (Epoch 20)acc (%): 70.07
313
+ 2024-05-25 12:00:17,504 - INFO - Top 3 (Epoch 20)acc (%): 86.6
314
+ 2024-05-25 12:00:17,504 - INFO - Top 5 (Epoch 20)acc (%): 90.05
315
+ 2024-05-25 12:00:17,504 - INFO - Top 10 (Epoch 20)acc (%): 92.88
316
+ 2024-05-25 12:00:19,274 - INFO - Split ID: 0
317
+ 2024-05-25 12:00:19,274 - INFO - Top 1 (Epoch 20)acc (%): 78.74
318
+ 2024-05-25 12:00:19,274 - INFO - Top 3 (Epoch 20)acc (%): 91.03
319
+ 2024-05-25 12:00:19,274 - INFO - Top 5 (Epoch 20)acc (%): 93.1
320
+ 2024-05-25 12:00:19,274 - INFO - Top 10 (Epoch 20)acc (%): 95.67
321
+ 2024-05-25 12:00:19,274 - INFO -
322
+ Epoch 21
323
+ 2024-05-25 12:00:37,317 - INFO - [41984/42490] Loss : 0.7505
324
+ 2024-05-25 12:00:37,793 - INFO - Test loss : 0.3490
325
+ 2024-05-25 12:00:37,794 - INFO -
326
+ Epoch 22
327
+ 2024-05-25 12:00:54,164 - INFO - [41984/42490] Loss : 0.7479
328
+ 2024-05-25 12:00:54,213 - INFO - Test loss : 0.3511
329
+ 2024-05-25 12:00:54,213 - INFO -
330
+ Epoch 23
331
+ 2024-05-25 12:00:56,576 - INFO - [41984/42490] Loss : 0.7452
332
+ 2024-05-25 12:00:56,622 - INFO - Test loss : 0.3500
333
+ 2024-05-25 12:00:56,622 - INFO -
334
+ Epoch 24
335
+ 2024-05-25 12:00:58,804 - INFO - [41984/42490] Loss : 0.7472
336
+ 2024-05-25 12:00:58,850 - INFO - Test loss : 0.3600
337
+ 2024-05-25 12:00:58,850 - INFO -
338
+ Epoch 25
339
+ 2024-05-25 12:01:01,129 - INFO - [41984/42490] Loss : 0.7423
340
+ 2024-05-25 12:01:01,175 - INFO - Test loss : 0.3638
341
+ 2024-05-25 12:01:01,175 - INFO -
342
+ Epoch 26
343
+ 2024-05-25 12:01:03,453 - INFO - [41984/42490] Loss : 0.7398
344
+ 2024-05-25 12:01:03,500 - INFO - Test loss : 0.3591
345
+ 2024-05-25 12:01:03,500 - INFO -
346
+ Epoch 27
347
+ 2024-05-25 12:01:05,680 - INFO - [41984/42490] Loss : 0.7369
348
+ 2024-05-25 12:01:05,726 - INFO - Test loss : 0.3622
349
+ 2024-05-25 12:01:05,726 - INFO -
350
+ Epoch 28
351
+ 2024-05-25 12:01:07,992 - INFO - [41984/42490] Loss : 0.7341
352
+ 2024-05-25 12:01:08,038 - INFO - Test loss : 0.3659
353
+ 2024-05-25 12:01:08,039 - INFO -
354
+ Epoch 29
355
+ 2024-05-25 12:01:10,230 - INFO - [41984/42490] Loss : 0.7327
356
+ 2024-05-25 12:01:10,276 - INFO - Test loss : 0.3670
357
+ 2024-05-25 12:01:10,276 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
358
+ 2024-05-25 12:01:10,339 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
359
+ 2024-05-25 12:01:10,402 - INFO -
360
+ No prior
361
+ 2024-05-25 12:01:10,403 - INFO - (2262,)
362
+ 2024-05-25 12:01:10,453 - INFO - Split ID: 0
363
+ 2024-05-25 12:01:10,587 - INFO - Top 1 acc (%): 70.07
364
+ 2024-05-25 12:01:10,587 - INFO - Top 3 acc (%): 86.6
365
+ 2024-05-25 12:01:10,587 - INFO - Top 5 acc (%): 90.05
366
+ 2024-05-25 12:01:10,587 - INFO - Top 10 acc (%): 92.88
367
+ 2024-05-25 12:01:11,861 - INFO - Split ID: 0
368
+ 2024-05-25 12:01:11,861 - INFO - Top 1 acc (%): 79.0
369
+ 2024-05-25 12:01:11,861 - INFO - Top 3 acc (%): 91.03
370
+ 2024-05-25 12:01:11,861 - INFO - Top 5 acc (%): 93.32
371
+ 2024-05-25 12:01:11,861 - INFO - Top 10 acc (%): 95.71
372
+ 2024-05-25 12:01:11,861 - INFO -
373
+ Only wrap
374
+ 2024-05-25 12:01:11,861 - INFO - Model : model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
375
+ 2024-05-25 12:01:11,873 - INFO - (980,)
376
+ 2024-05-25 12:01:11,907 - INFO - Split ID: 0
377
+ 2024-05-25 12:01:11,907 - INFO - Top 1 LocEnc acc (%): 4.69
378
+ 2024-05-25 12:01:11,907 - INFO - Top 3 LocEnc acc (%): 11.43
379
+ 2024-05-25 12:01:11,907 - INFO - Top 5 LocEnc acc (%): 16.73
380
+ 2024-05-25 12:01:11,907 - INFO - Top 10 LocEnc acc (%): 24.18
381
+ 2024-05-25 12:07:51,248 - INFO -
382
+ num_classes 500
383
+ 2024-05-25 12:07:51,248 - INFO - num train 42490
384
+ 2024-05-25 12:07:51,248 - INFO - num val 980
385
+ 2024-05-25 12:07:51,248 - INFO - train loss full_loss
386
+ 2024-05-25 12:07:51,248 - INFO - model name ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
387
+ 2024-05-25 12:07:51,248 - INFO - num users 5763
388
+ 2024-05-25 12:07:51,248 - INFO - meta data ebird_meta
389
+ 2024-05-25 12:07:52,151 - INFO -
390
+ Epoch 0
391
+ 2024-05-25 12:07:55,532 - INFO - [41984/42490] Loss : 1.2908
392
+ 2024-05-25 12:07:55,578 - INFO - Test loss : 0.4367
393
+ 2024-05-25 12:07:55,578 - INFO -
394
+ Epoch 1
395
+ 2024-05-25 12:07:58,435 - INFO - [41984/42490] Loss : 0.9842
396
+ 2024-05-25 12:07:58,480 - INFO - Test loss : 0.4033
397
+ 2024-05-25 12:07:58,480 - INFO -
398
+ Epoch 2
399
+ 2024-05-25 12:08:01,123 - INFO - [41984/42490] Loss : 0.9172
400
+ 2024-05-25 12:08:01,168 - INFO - Test loss : 0.3707
401
+ 2024-05-25 12:08:01,168 - INFO -
402
+ Epoch 3
403
+ 2024-05-25 12:08:03,744 - INFO - [41984/42490] Loss : 0.8774
404
+ 2024-05-25 12:08:03,789 - INFO - Test loss : 0.3584
405
+ 2024-05-25 12:08:03,790 - INFO -
406
+ Epoch 4
407
+ 2024-05-25 12:08:06,656 - INFO - [41984/42490] Loss : 0.8542
408
+ 2024-05-25 12:08:06,702 - INFO - Test loss : 0.3495
409
+ 2024-05-25 12:08:06,702 - INFO -
410
+ Epoch 5
411
+ 2024-05-25 12:08:09,502 - INFO - [41984/42490] Loss : 0.8386
412
+ 2024-05-25 12:08:09,547 - INFO - Test loss : 0.3515
413
+ 2024-05-25 12:08:09,548 - INFO -
414
+ Epoch 6
415
+ 2024-05-25 12:08:11,906 - INFO - [41984/42490] Loss : 0.8265
416
+ 2024-05-25 12:08:11,952 - INFO - Test loss : 0.3529
417
+ 2024-05-25 12:08:11,952 - INFO -
418
+ Epoch 7
419
+ 2024-05-25 12:08:14,823 - INFO - [41984/42490] Loss : 0.8186
420
+ 2024-05-25 12:08:14,868 - INFO - Test loss : 0.3473
421
+ 2024-05-25 12:08:14,869 - INFO -
422
+ Epoch 8
423
+ 2024-05-25 12:08:17,656 - INFO - [41984/42490] Loss : 0.8093
424
+ 2024-05-25 12:08:17,701 - INFO - Test loss : 0.3637
425
+ 2024-05-25 12:08:17,702 - INFO -
426
+ Epoch 9
427
+ 2024-05-25 12:08:20,560 - INFO - [41984/42490] Loss : 0.8016
428
+ 2024-05-25 12:08:20,605 - INFO - Test loss : 0.3439
429
+ 2024-05-25 12:08:20,606 - INFO -
430
+ Epoch 10
431
+ 2024-05-25 12:08:23,042 - INFO - [41984/42490] Loss : 0.7962
432
+ 2024-05-25 12:08:23,088 - INFO - Test loss : 0.3421
433
+ 2024-05-25 12:08:23,106 - INFO - (980,)
434
+ 2024-05-25 12:08:23,144 - INFO - Split ID: 0
435
+ 2024-05-25 12:08:23,144 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 3.16
436
+ 2024-05-25 12:08:23,144 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 9.59
437
+ 2024-05-25 12:08:23,144 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 13.47
438
+ 2024-05-25 12:08:23,144 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 21.73
439
+ 2024-05-25 12:08:23,144 - INFO -
440
+ No prior
441
+ 2024-05-25 12:08:23,145 - INFO - (2262,)
442
+ 2024-05-25 12:08:23,197 - INFO - Split ID: 0
443
+ 2024-05-25 12:08:23,197 - INFO - Top 1 (Epoch 10)acc (%): 70.07
444
+ 2024-05-25 12:08:23,197 - INFO - Top 3 (Epoch 10)acc (%): 86.6
445
+ 2024-05-25 12:08:23,197 - INFO - Top 5 (Epoch 10)acc (%): 90.05
446
+ 2024-05-25 12:08:23,197 - INFO - Top 10 (Epoch 10)acc (%): 92.88
447
+ 2024-05-25 12:08:24,674 - INFO - Split ID: 0
448
+ 2024-05-25 12:08:24,674 - INFO - Top 1 (Epoch 10)acc (%): 78.29
449
+ 2024-05-25 12:08:24,674 - INFO - Top 3 (Epoch 10)acc (%): 90.63
450
+ 2024-05-25 12:08:24,674 - INFO - Top 5 (Epoch 10)acc (%): 92.93
451
+ 2024-05-25 12:08:24,674 - INFO - Top 10 (Epoch 10)acc (%): 95.49
452
+ 2024-05-25 12:08:24,675 - INFO -
453
+ Epoch 11
454
+ 2024-05-25 12:08:27,462 - INFO - [41984/42490] Loss : 0.7895
455
+ 2024-05-25 12:08:27,507 - INFO - Test loss : 0.3384
456
+ 2024-05-25 12:08:27,507 - INFO -
457
+ Epoch 12
458
+ 2024-05-25 12:08:30,154 - INFO - [41984/42490] Loss : 0.7854
459
+ 2024-05-25 12:08:30,199 - INFO - Test loss : 0.3455
460
+ 2024-05-25 12:08:30,199 - INFO -
461
+ Epoch 13
462
+ 2024-05-25 12:08:32,853 - INFO - [41984/42490] Loss : 0.7817
463
+ 2024-05-25 12:08:32,898 - INFO - Test loss : 0.3376
464
+ 2024-05-25 12:08:32,898 - INFO -
465
+ Epoch 14
466
+ 2024-05-25 12:08:35,684 - INFO - [41984/42490] Loss : 0.7783
467
+ 2024-05-25 12:08:35,729 - INFO - Test loss : 0.3421
468
+ 2024-05-25 12:08:35,729 - INFO -
469
+ Epoch 15
470
+ 2024-05-25 12:08:38,597 - INFO - [41984/42490] Loss : 0.7729
471
+ 2024-05-25 12:08:38,642 - INFO - Test loss : 0.3481
472
+ 2024-05-25 12:08:38,642 - INFO -
473
+ Epoch 16
474
+ 2024-05-25 12:08:41,432 - INFO - [41984/42490] Loss : 0.7711
475
+ 2024-05-25 12:08:41,477 - INFO - Test loss : 0.3459
476
+ 2024-05-25 12:08:41,477 - INFO -
477
+ Epoch 17
478
+ 2024-05-25 12:08:43,884 - INFO - [41984/42490] Loss : 0.7659
479
+ 2024-05-25 12:08:43,930 - INFO - Test loss : 0.3408
480
+ 2024-05-25 12:08:43,930 - INFO -
481
+ Epoch 18
482
+ 2024-05-25 12:08:47,015 - INFO - [41984/42490] Loss : 0.7622
483
+ 2024-05-25 12:08:47,061 - INFO - Test loss : 0.3499
484
+ 2024-05-25 12:08:47,061 - INFO -
485
+ Epoch 19
486
+ 2024-05-25 12:08:49,630 - INFO - [41984/42490] Loss : 0.7582
487
+ 2024-05-25 12:08:49,675 - INFO - Test loss : 0.3447
488
+ 2024-05-25 12:08:49,675 - INFO -
489
+ Epoch 20
490
+ 2024-05-25 12:08:52,543 - INFO - [41984/42490] Loss : 0.7554
491
+ 2024-05-25 12:08:52,589 - INFO - Test loss : 0.3508
492
+ 2024-05-25 12:08:52,590 - INFO - (980,)
493
+ 2024-05-25 12:08:52,624 - INFO - Split ID: 0
494
+ 2024-05-25 12:08:52,624 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 4.29
495
+ 2024-05-25 12:08:52,624 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 11.22
496
+ 2024-05-25 12:08:52,624 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 14.9
497
+ 2024-05-25 12:08:52,624 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 25.51
498
+ 2024-05-25 12:08:52,625 - INFO -
499
+ No prior
500
+ 2024-05-25 12:08:52,626 - INFO - (2262,)
501
+ 2024-05-25 12:08:52,676 - INFO - Split ID: 0
502
+ 2024-05-25 12:08:52,676 - INFO - Top 1 (Epoch 20)acc (%): 70.07
503
+ 2024-05-25 12:08:52,676 - INFO - Top 3 (Epoch 20)acc (%): 86.6
504
+ 2024-05-25 12:08:52,676 - INFO - Top 5 (Epoch 20)acc (%): 90.05
505
+ 2024-05-25 12:08:52,676 - INFO - Top 10 (Epoch 20)acc (%): 92.88
506
+ 2024-05-25 12:08:53,957 - INFO - Split ID: 0
507
+ 2024-05-25 12:08:53,957 - INFO - Top 1 (Epoch 20)acc (%): 78.78
508
+ 2024-05-25 12:08:53,957 - INFO - Top 3 (Epoch 20)acc (%): 90.98
509
+ 2024-05-25 12:08:53,957 - INFO - Top 5 (Epoch 20)acc (%): 93.46
510
+ 2024-05-25 12:08:53,957 - INFO - Top 10 (Epoch 20)acc (%): 95.71
511
+ 2024-05-25 12:08:53,958 - INFO -
512
+ Epoch 21
513
+ 2024-05-25 12:08:56,754 - INFO - [41984/42490] Loss : 0.7540
514
+ 2024-05-25 12:08:56,799 - INFO - Test loss : 0.3535
515
+ 2024-05-25 12:08:56,799 - INFO -
516
+ Epoch 22
517
+ 2024-05-25 12:08:59,673 - INFO - [41984/42490] Loss : 0.7522
518
+ 2024-05-25 12:08:59,718 - INFO - Test loss : 0.3548
519
+ 2024-05-25 12:08:59,718 - INFO -
520
+ Epoch 23
521
+ 2024-05-25 12:09:02,376 - INFO - [41984/42490] Loss : 0.7504
522
+ 2024-05-25 12:09:02,422 - INFO - Test loss : 0.3592
523
+ 2024-05-25 12:09:02,422 - INFO -
524
+ Epoch 24
525
+ 2024-05-25 12:09:05,001 - INFO - [41984/42490] Loss : 0.7471
526
+ 2024-05-25 12:09:05,046 - INFO - Test loss : 0.3601
527
+ 2024-05-25 12:09:05,046 - INFO -
528
+ Epoch 25
529
+ 2024-05-25 12:09:07,910 - INFO - [41984/42490] Loss : 0.7442
530
+ 2024-05-25 12:09:07,955 - INFO - Test loss : 0.3650
531
+ 2024-05-25 12:09:07,955 - INFO -
532
+ Epoch 26
533
+ 2024-05-25 12:09:10,778 - INFO - [41984/42490] Loss : 0.7433
534
+ 2024-05-25 12:09:10,824 - INFO - Test loss : 0.3611
535
+ 2024-05-25 12:09:10,824 - INFO -
536
+ Epoch 27
537
+ 2024-05-25 12:09:13,403 - INFO - [41984/42490] Loss : 0.7381
538
+ 2024-05-25 12:09:13,450 - INFO - Test loss : 0.3616
539
+ 2024-05-25 12:09:13,450 - INFO -
540
+ Epoch 28
541
+ 2024-05-25 12:09:16,115 - INFO - [41984/42490] Loss : 0.7383
542
+ 2024-05-25 12:09:16,161 - INFO - Test loss : 0.3625
543
+ 2024-05-25 12:09:16,161 - INFO -
544
+ Epoch 29
545
+ 2024-05-25 12:09:18,962 - INFO - [41984/42490] Loss : 0.7375
546
+ 2024-05-25 12:09:19,008 - INFO - Test loss : 0.3639
547
+ 2024-05-25 12:09:19,008 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
548
+ 2024-05-25 12:09:19,071 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
549
+ 2024-05-25 12:09:19,138 - INFO -
550
+ No prior
551
+ 2024-05-25 12:09:19,139 - INFO - (2262,)
552
+ 2024-05-25 12:09:19,189 - INFO - Split ID: 0
553
+ 2024-05-25 12:09:19,189 - INFO - Top 1 acc (%): 70.07
554
+ 2024-05-25 12:09:19,189 - INFO - Top 3 acc (%): 86.6
555
+ 2024-05-25 12:09:19,189 - INFO - Top 5 acc (%): 90.05
556
+ 2024-05-25 12:09:19,189 - INFO - Top 10 acc (%): 92.88
557
+ 2024-05-25 12:09:20,863 - INFO - Split ID: 0
558
+ 2024-05-25 12:09:20,863 - INFO - Top 1 acc (%): 78.91
559
+ 2024-05-25 12:09:20,863 - INFO - Top 3 acc (%): 91.07
560
+ 2024-05-25 12:09:20,864 - INFO - Top 5 acc (%): 93.37
561
+ 2024-05-25 12:09:20,864 - INFO - Top 10 acc (%): 95.62
562
+ 2024-05-25 12:09:20,864 - INFO -
563
+ Only wrap
564
+ 2024-05-25 12:09:20,864 - INFO - Model : model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
565
+ 2024-05-25 12:09:20,876 - INFO - (980,)
566
+ 2024-05-25 12:09:20,910 - INFO - Split ID: 0
567
+ 2024-05-25 12:09:20,910 - INFO - Top 1 LocEnc acc (%): 4.69
568
+ 2024-05-25 12:09:20,910 - INFO - Top 3 LocEnc acc (%): 10.92
569
+ 2024-05-25 12:09:20,910 - INFO - Top 5 LocEnc acc (%): 14.49
570
+ 2024-05-25 12:09:20,910 - INFO - Top 10 LocEnc acc (%): 23.88
571
+ 2024-05-27 17:06:53,316 - INFO -
572
+ num_classes 500
573
+ 2024-05-27 17:06:53,351 - INFO - num train 42490
574
+ 2024-05-27 17:06:53,351 - INFO - num val 980
575
+ 2024-05-27 17:06:53,351 - INFO - train loss full_loss
576
+ 2024-05-27 17:06:53,351 - INFO - model name ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
577
+ 2024-05-27 17:06:53,351 - INFO - num users 5763
578
+ 2024-05-27 17:06:53,351 - INFO - meta data ebird_meta
579
+ 2024-05-27 17:06:53,624 - INFO -
580
+ Epoch 0
581
+ 2024-05-27 17:07:56,555 - INFO - [41984/42490] Loss : 1.2978
582
+ 2024-05-27 17:07:57,982 - INFO - Test loss : 0.4652
583
+ 2024-05-27 17:07:57,982 - INFO -
584
+ Epoch 1
585
+ 2024-05-27 17:09:00,957 - INFO - [41984/42490] Loss : 0.9868
586
+ 2024-05-27 17:09:02,446 - INFO - Test loss : 0.3981
587
+ 2024-05-27 17:09:02,447 - INFO -
588
+ Epoch 2
589
+ 2024-05-27 17:10:05,224 - INFO - [41984/42490] Loss : 0.9259
590
+ 2024-05-27 17:10:06,638 - INFO - Test loss : 0.3951
591
+ 2024-05-27 17:10:06,638 - INFO -
592
+ Epoch 3
593
+ 2024-05-27 17:11:09,427 - INFO - [41984/42490] Loss : 0.8871
594
+ 2024-05-27 17:11:10,871 - INFO - Test loss : 0.3761
595
+ 2024-05-27 17:11:10,871 - INFO -
596
+ Epoch 4
597
+ 2024-05-27 17:12:13,776 - INFO - [41984/42490] Loss : 0.8599
598
+ 2024-05-27 17:12:15,218 - INFO - Test loss : 0.3430
599
+ 2024-05-27 17:12:15,218 - INFO -
600
+ Epoch 5
601
+ 2024-05-27 17:13:18,588 - INFO - [41984/42490] Loss : 0.8422
602
+ 2024-05-27 17:13:20,045 - INFO - Test loss : 0.3437
603
+ 2024-05-27 17:13:20,045 - INFO -
604
+ Epoch 6
605
+ 2024-05-27 17:14:23,050 - INFO - [41984/42490] Loss : 0.8295
606
+ 2024-05-27 17:14:24,493 - INFO - Test loss : 0.3473
607
+ 2024-05-27 17:14:24,493 - INFO -
608
+ Epoch 7
609
+ 2024-05-27 17:15:27,373 - INFO - [41984/42490] Loss : 0.8211
610
+ 2024-05-27 17:15:28,815 - INFO - Test loss : 0.3387
611
+ 2024-05-27 17:15:28,816 - INFO -
612
+ Epoch 8
613
+ 2024-05-27 17:16:31,714 - INFO - [41984/42490] Loss : 0.8143
614
+ 2024-05-27 17:16:33,148 - INFO - Test loss : 0.3457
615
+ 2024-05-27 17:16:33,149 - INFO -
616
+ Epoch 9
617
+ 2024-05-27 17:17:36,021 - INFO - [41984/42490] Loss : 0.8080
618
+ 2024-05-27 17:17:37,454 - INFO - Test loss : 0.3462
619
+ 2024-05-27 17:17:37,454 - INFO -
620
+ Epoch 10
621
+ 2024-05-27 17:18:40,299 - INFO - [41984/42490] Loss : 0.7992
622
+ 2024-05-27 17:18:41,742 - INFO - Test loss : 0.3521
623
+ 2024-05-27 17:18:41,742 - INFO -
624
+ Epoch 11
625
+ 2024-05-27 17:19:45,005 - INFO - [41984/42490] Loss : 0.7965
626
+ 2024-05-27 17:19:46,183 - INFO - Test loss : 0.3403
627
+ 2024-05-27 17:19:46,184 - INFO -
628
+ Epoch 12
629
+ 2024-05-27 17:20:48,337 - INFO - [41984/42490] Loss : 0.7929
630
+ 2024-05-27 17:20:49,672 - INFO - Test loss : 0.3507
631
+ 2024-05-27 17:20:49,673 - INFO -
632
+ Epoch 13
633
+ 2024-05-27 17:21:52,336 - INFO - [41984/42490] Loss : 0.7866
634
+ 2024-05-27 17:21:53,800 - INFO - Test loss : 0.3462
635
+ 2024-05-27 17:21:53,801 - INFO -
636
+ Epoch 14
637
+ 2024-05-27 17:22:57,439 - INFO - [41984/42490] Loss : 0.7793
638
+ 2024-05-27 17:22:58,873 - INFO - Test loss : 0.3473
639
+ 2024-05-27 17:22:58,873 - INFO -
640
+ Epoch 15
641
+ 2024-05-27 17:24:00,961 - INFO - [41984/42490] Loss : 0.7777
642
+ 2024-05-27 17:24:02,346 - INFO - Test loss : 0.3450
643
+ 2024-05-27 17:24:02,346 - INFO -
644
+ Epoch 16
645
+ 2024-05-27 17:25:05,039 - INFO - [41984/42490] Loss : 0.7730
646
+ 2024-05-27 17:25:06,459 - INFO - Test loss : 0.3446
647
+ 2024-05-27 17:25:06,459 - INFO -
648
+ Epoch 17
649
+ 2024-05-27 17:26:08,992 - INFO - [41984/42490] Loss : 0.7698
650
+ 2024-05-27 17:26:10,494 - INFO - Test loss : 0.3468
651
+ 2024-05-27 17:26:10,495 - INFO -
652
+ Epoch 18
653
+ 2024-05-27 17:27:13,972 - INFO - [41984/42490] Loss : 0.7633
654
+ 2024-05-27 17:27:15,442 - INFO - Test loss : 0.3494
655
+ 2024-05-27 17:27:15,443 - INFO -
656
+ Epoch 19
657
+ 2024-05-27 17:28:18,197 - INFO - [41984/42490] Loss : 0.7627
658
+ 2024-05-27 17:28:19,640 - INFO - Test loss : 0.3483
659
+ 2024-05-27 17:28:19,640 - INFO -
660
+ Epoch 20
661
+ 2024-05-27 17:29:22,269 - INFO - [41984/42490] Loss : 0.7607
662
+ 2024-05-27 17:29:23,664 - INFO - Test loss : 0.3513
663
+ 2024-05-27 17:29:23,665 - INFO -
664
+ Epoch 21
665
+ 2024-05-27 17:30:26,308 - INFO - [41984/42490] Loss : 0.7573
666
+ 2024-05-27 17:30:27,707 - INFO - Test loss : 0.3514
667
+ 2024-05-27 17:30:27,707 - INFO -
668
+ Epoch 22
669
+ 2024-05-27 17:31:30,295 - INFO - [41984/42490] Loss : 0.7542
670
+ 2024-05-27 17:31:31,738 - INFO - Test loss : 0.3551
671
+ 2024-05-27 17:31:31,739 - INFO -
672
+ Epoch 23
673
+ 2024-05-27 17:32:34,388 - INFO - [41984/42490] Loss : 0.7495
674
+ 2024-05-27 17:32:35,824 - INFO - Test loss : 0.3573
675
+ 2024-05-27 17:32:35,825 - INFO -
676
+ Epoch 24
677
+ 2024-05-27 17:33:38,557 - INFO - [41984/42490] Loss : 0.7532
678
+ 2024-05-27 17:33:40,028 - INFO - Test loss : 0.3578
679
+ 2024-05-27 17:33:40,029 - INFO -
680
+ Epoch 25
681
+ 2024-05-27 17:34:43,433 - INFO - [41984/42490] Loss : 0.7473
682
+ 2024-05-27 17:34:44,876 - INFO - Test loss : 0.3576
683
+ 2024-05-27 17:34:44,876 - INFO -
684
+ Epoch 26
685
+ 2024-05-27 17:35:47,492 - INFO - [41984/42490] Loss : 0.7467
686
+ 2024-05-27 17:35:48,936 - INFO - Test loss : 0.3607
687
+ 2024-05-27 17:35:48,936 - INFO -
688
+ Epoch 27
689
+ 2024-05-27 17:36:51,562 - INFO - [41984/42490] Loss : 0.7439
690
+ 2024-05-27 17:36:52,993 - INFO - Test loss : 0.3598
691
+ 2024-05-27 17:36:52,993 - INFO -
692
+ Epoch 28
693
+ 2024-05-27 17:37:55,754 - INFO - [41984/42490] Loss : 0.7426
694
+ 2024-05-27 17:37:57,218 - INFO - Test loss : 0.3619
695
+ 2024-05-27 17:37:57,218 - INFO -
696
+ Epoch 29
697
+ 2024-05-27 17:39:00,838 - INFO - [41984/42490] Loss : 0.7404
698
+ 2024-05-27 17:39:02,281 - INFO - Test loss : 0.3581
699
+ 2024-05-27 17:39:02,281 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
700
+ 2024-05-27 17:39:02,359 - INFO - Saving output model to ../models/wrap/model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
701
+ 2024-05-27 17:39:02,430 - INFO -
702
+ No prior
703
+ 2024-05-27 17:39:02,431 - INFO - (2262,)
704
+ 2024-05-27 17:39:02,487 - INFO - Split ID: 0
705
+ 2024-05-27 17:39:02,487 - INFO - Top 1 acc (%): 70.07
706
+ 2024-05-27 17:39:02,487 - INFO - Top 3 acc (%): 86.6
707
+ 2024-05-27 17:39:02,487 - INFO - Top 5 acc (%): 90.05
708
+ 2024-05-27 17:39:02,487 - INFO - Top 10 acc (%): 92.88
709
+ 2024-05-27 17:39:04,909 - INFO - Split ID: 0
710
+ 2024-05-27 17:39:04,909 - INFO - Top 1 acc (%): 78.91
711
+ 2024-05-27 17:39:04,909 - INFO - Top 3 acc (%): 91.11
712
+ 2024-05-27 17:39:04,909 - INFO - Top 5 acc (%): 93.37
713
+ 2024-05-27 17:39:04,909 - INFO - Top 10 acc (%): 95.8
714
+ 2024-05-27 17:39:04,909 - INFO -
715
+ Only wrap
716
+ 2024-05-27 17:39:04,909 - INFO - Model : model_birdsnap_ebird_meta_wrap_inception_v3_0.0050_64_0.0001000_1_512.pth.tar
717
+ 2024-05-27 17:39:04,937 - INFO - (980,)
718
+ 2024-05-27 17:39:04,977 - INFO - Split ID: 0
719
+ 2024-05-27 17:39:04,978 - INFO - Top 1 LocEnc acc (%): 4.08
720
+ 2024-05-27 17:39:04,978 - INFO - Top 3 LocEnc acc (%): 11.12
721
+ 2024-05-27 17:39:04,978 - INFO - Top 5 LocEnc acc (%): 15.51
722
+ 2024-05-27 17:39:04,978 - INFO - Top 10 LocEnc acc (%): 25.31