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Upload data/model_birdsnap_orig_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_1.0.log with huggingface_hub

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data/model_birdsnap_orig_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_1.0.log ADDED
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+ 2024-05-20 20:30:59,576 - INFO -
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+ num_classes 500
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+ 2024-05-20 20:30:59,576 - INFO - num train 19133
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+ 2024-05-20 20:30:59,576 - INFO - num val 443
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+ 2024-05-20 20:30:59,577 - INFO - train loss full_loss
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+ 2024-05-20 20:30:59,577 - INFO - model name ../models/rff/model_birdsnap_orig_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_1.0.pth.tar
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+ 2024-05-20 20:30:59,577 - INFO - num users 2872
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+ 2024-05-20 20:30:59,577 - INFO - meta data orig_meta
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+ 2024-05-20 20:30:59,766 - INFO -
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+ Epoch 0
11
+ 2024-05-20 20:31:14,397 - INFO - [18432/19133] Loss : 1.7390
12
+ 2024-05-20 20:31:14,729 - INFO - Test loss : 0.7783
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+ 2024-05-20 20:31:14,729 - INFO -
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+ Epoch 1
15
+ 2024-05-20 20:31:29,043 - INFO - [18432/19133] Loss : 1.4494
16
+ 2024-05-20 20:31:29,376 - INFO - Test loss : 0.7625
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+ 2024-05-20 20:31:29,376 - INFO -
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+ Epoch 2
19
+ 2024-05-20 20:31:43,838 - INFO - [18432/19133] Loss : 1.4140
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+ 2024-05-20 20:31:44,169 - INFO - Test loss : 0.7515
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+ 2024-05-20 20:31:44,169 - INFO -
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+ Epoch 3
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+ 2024-05-20 20:31:58,502 - INFO - [18432/19133] Loss : 1.3848
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+ 2024-05-20 20:31:58,836 - INFO - Test loss : 0.7415
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+ 2024-05-20 20:31:58,836 - INFO -
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+ Epoch 4
27
+ 2024-05-20 20:32:13,173 - INFO - [18432/19133] Loss : 1.3559
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+ 2024-05-20 20:32:13,500 - INFO - Test loss : 0.6922
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+ 2024-05-20 20:32:13,500 - INFO -
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+ Epoch 5
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+ 2024-05-20 20:32:27,658 - INFO - [18432/19133] Loss : 1.3225
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+ 2024-05-20 20:32:27,984 - INFO - Test loss : 0.6615
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+ 2024-05-20 20:32:27,984 - INFO -
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+ Epoch 6
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+ 2024-05-20 20:32:42,100 - INFO - [18432/19133] Loss : 1.2860
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+ 2024-05-20 20:32:42,424 - INFO - Test loss : 0.6398
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+ 2024-05-20 20:32:42,424 - INFO -
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+ Epoch 7
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+ 2024-05-20 20:32:56,586 - INFO - [18432/19133] Loss : 1.2575
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+ 2024-05-20 20:32:56,914 - INFO - Test loss : 0.6254
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+ 2024-05-20 20:32:56,914 - INFO -
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+ Epoch 8
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+ 2024-05-20 20:33:10,992 - INFO - [18432/19133] Loss : 1.2253
44
+ 2024-05-20 20:33:11,319 - INFO - Test loss : 0.5958
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+ 2024-05-20 20:33:11,319 - INFO -
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+ Epoch 9
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+ 2024-05-20 20:33:25,502 - INFO - [18432/19133] Loss : 1.1953
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+ 2024-05-20 20:33:25,830 - INFO - Test loss : 0.5741
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+ 2024-05-20 20:33:25,830 - INFO -
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+ Epoch 10
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+ 2024-05-20 20:33:39,912 - INFO - [18432/19133] Loss : 1.1738
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+ 2024-05-20 20:33:40,239 - INFO - Test loss : 0.5508
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+ 2024-05-20 20:33:40,247 - INFO - (443,)
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+ 2024-05-20 20:33:40,264 - INFO - Split ID: 0
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+ 2024-05-20 20:33:40,264 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 1.81
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+ 2024-05-20 20:33:40,264 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 5.42
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+ 2024-05-20 20:33:40,264 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 8.13
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+ 2024-05-20 20:33:40,264 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 12.19
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+ 2024-05-20 20:33:40,264 - INFO -
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+ No prior
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+ 2024-05-20 20:33:40,266 - INFO - (2262,)
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+ 2024-05-20 20:33:40,317 - INFO - Split ID: 0
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+ 2024-05-20 20:33:40,317 - INFO - Top 1 (Epoch 10)acc (%): 70.07
64
+ 2024-05-20 20:33:40,317 - INFO - Top 3 (Epoch 10)acc (%): 86.6
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+ 2024-05-20 20:33:40,317 - INFO - Top 5 (Epoch 10)acc (%): 90.05
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+ 2024-05-20 20:33:40,318 - INFO - Top 10 (Epoch 10)acc (%): 92.88
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+ 2024-05-20 20:33:41,489 - INFO - Split ID: 0
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+ 2024-05-20 20:33:41,490 - INFO - Top 1 (Epoch 10)acc (%): 71.22
69
+ 2024-05-20 20:33:41,490 - INFO - Top 3 (Epoch 10)acc (%): 86.65
70
+ 2024-05-20 20:33:41,490 - INFO - Top 5 (Epoch 10)acc (%): 89.96
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+ 2024-05-20 20:33:41,490 - INFO - Top 10 (Epoch 10)acc (%): 93.32
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+ 2024-05-20 20:33:41,490 - INFO -
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+ Epoch 11
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+ 2024-05-20 20:33:55,643 - INFO - [18432/19133] Loss : 1.1592
75
+ 2024-05-20 20:33:55,970 - INFO - Test loss : 0.5509
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+ 2024-05-20 20:33:55,970 - INFO -
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+ Epoch 12
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+ 2024-05-20 20:34:09,999 - INFO - [18432/19133] Loss : 1.1484
79
+ 2024-05-20 20:34:10,323 - INFO - Test loss : 0.5555
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+ 2024-05-20 20:34:10,323 - INFO -
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+ Epoch 13
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+ 2024-05-20 20:34:24,460 - INFO - [18432/19133] Loss : 1.1394
83
+ 2024-05-20 20:34:24,784 - INFO - Test loss : 0.5622
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+ 2024-05-20 20:34:24,784 - INFO -
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+ Epoch 14
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+ 2024-05-20 20:34:38,845 - INFO - [18432/19133] Loss : 1.1294
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+ 2024-05-20 20:34:39,169 - INFO - Test loss : 0.5489
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+ 2024-05-20 20:34:39,169 - INFO -
89
+ Epoch 15
90
+ 2024-05-20 20:34:53,229 - INFO - [18432/19133] Loss : 1.1213
91
+ 2024-05-20 20:34:53,599 - INFO - Test loss : 0.5467
92
+ 2024-05-20 20:34:53,600 - INFO -
93
+ Epoch 16
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+ 2024-05-20 20:35:07,686 - INFO - [18432/19133] Loss : 1.1127
95
+ 2024-05-20 20:35:08,016 - INFO - Test loss : 0.5457
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+ 2024-05-20 20:35:08,016 - INFO -
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+ Epoch 17
98
+ 2024-05-20 20:35:22,109 - INFO - [18432/19133] Loss : 1.1050
99
+ 2024-05-20 20:35:22,439 - INFO - Test loss : 0.5457
100
+ 2024-05-20 20:35:22,439 - INFO -
101
+ Epoch 18
102
+ 2024-05-20 20:35:36,603 - INFO - [18432/19133] Loss : 1.0945
103
+ 2024-05-20 20:35:36,927 - INFO - Test loss : 0.5419
104
+ 2024-05-20 20:35:36,927 - INFO -
105
+ Epoch 19
106
+ 2024-05-20 20:35:50,967 - INFO - [18432/19133] Loss : 1.0916
107
+ 2024-05-20 20:35:51,290 - INFO - Test loss : 0.5550
108
+ 2024-05-20 20:35:51,290 - INFO -
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+ Epoch 20
110
+ 2024-05-20 20:36:05,420 - INFO - [18432/19133] Loss : 1.0816
111
+ 2024-05-20 20:36:05,744 - INFO - Test loss : 0.5515
112
+ 2024-05-20 20:36:05,746 - INFO - (443,)
113
+ 2024-05-20 20:36:05,762 - INFO - Split ID: 0
114
+ 2024-05-20 20:36:05,762 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 2.03
115
+ 2024-05-20 20:36:05,762 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 5.87
116
+ 2024-05-20 20:36:05,762 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 9.26
117
+ 2024-05-20 20:36:05,762 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 15.35
118
+ 2024-05-20 20:36:05,762 - INFO -
119
+ No prior
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+ 2024-05-20 20:36:05,763 - INFO - (2262,)
121
+ 2024-05-20 20:36:05,813 - INFO - Split ID: 0
122
+ 2024-05-20 20:36:05,813 - INFO - Top 1 (Epoch 20)acc (%): 70.07
123
+ 2024-05-20 20:36:05,813 - INFO - Top 3 (Epoch 20)acc (%): 86.6
124
+ 2024-05-20 20:36:05,813 - INFO - Top 5 (Epoch 20)acc (%): 90.05
125
+ 2024-05-20 20:36:05,813 - INFO - Top 10 (Epoch 20)acc (%): 92.88
126
+ 2024-05-20 20:36:06,976 - INFO - Split ID: 0
127
+ 2024-05-20 20:36:06,976 - INFO - Top 1 (Epoch 20)acc (%): 71.75
128
+ 2024-05-20 20:36:06,976 - INFO - Top 3 (Epoch 20)acc (%): 86.78
129
+ 2024-05-20 20:36:06,977 - INFO - Top 5 (Epoch 20)acc (%): 90.14
130
+ 2024-05-20 20:36:06,977 - INFO - Top 10 (Epoch 20)acc (%): 93.28
131
+ 2024-05-20 20:36:06,977 - INFO -
132
+ Epoch 21
133
+ 2024-05-20 20:36:21,026 - INFO - [18432/19133] Loss : 1.0774
134
+ 2024-05-20 20:36:21,350 - INFO - Test loss : 0.5548
135
+ 2024-05-20 20:36:21,350 - INFO -
136
+ Epoch 22
137
+ 2024-05-20 20:36:35,409 - INFO - [18432/19133] Loss : 1.0704
138
+ 2024-05-20 20:36:35,733 - INFO - Test loss : 0.5501
139
+ 2024-05-20 20:36:35,733 - INFO -
140
+ Epoch 23
141
+ 2024-05-20 20:36:49,834 - INFO - [18432/19133] Loss : 1.0661
142
+ 2024-05-20 20:36:50,159 - INFO - Test loss : 0.5541
143
+ 2024-05-20 20:36:50,159 - INFO -
144
+ Epoch 24
145
+ 2024-05-20 20:37:04,273 - INFO - [18432/19133] Loss : 1.0644
146
+ 2024-05-20 20:37:04,600 - INFO - Test loss : 0.5584
147
+ 2024-05-20 20:37:04,600 - INFO -
148
+ Epoch 25
149
+ 2024-05-20 20:37:18,785 - INFO - [18432/19133] Loss : 1.0577
150
+ 2024-05-20 20:37:19,112 - INFO - Test loss : 0.5610
151
+ 2024-05-20 20:37:19,112 - INFO -
152
+ Epoch 26
153
+ 2024-05-20 20:37:33,205 - INFO - [18432/19133] Loss : 1.0539
154
+ 2024-05-20 20:37:33,531 - INFO - Test loss : 0.5596
155
+ 2024-05-20 20:37:33,531 - INFO -
156
+ Epoch 27
157
+ 2024-05-20 20:37:47,710 - INFO - [18432/19133] Loss : 1.0472
158
+ 2024-05-20 20:37:48,037 - INFO - Test loss : 0.5617
159
+ 2024-05-20 20:37:48,037 - INFO -
160
+ Epoch 28
161
+ 2024-05-20 20:38:02,122 - INFO - [18432/19133] Loss : 1.0449
162
+ 2024-05-20 20:38:02,449 - INFO - Test loss : 0.5509
163
+ 2024-05-20 20:38:02,449 - INFO -
164
+ Epoch 29
165
+ 2024-05-20 20:38:16,625 - INFO - [18432/19133] Loss : 1.0411
166
+ 2024-05-20 20:38:16,949 - INFO - Test loss : 0.5563
167
+ 2024-05-20 20:38:16,949 - INFO - Saving output model to ../models/rff/model_birdsnap_orig_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_1.0.pth.tar
168
+ 2024-05-20 20:38:16,960 - INFO - Saving output model to ../models/rff/model_birdsnap_orig_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_1.0.pth.tar
169
+ 2024-05-20 20:38:16,990 - INFO -
170
+ No prior
171
+ 2024-05-20 20:38:16,991 - INFO - (2262,)
172
+ 2024-05-20 20:38:17,039 - INFO - Split ID: 0
173
+ 2024-05-20 20:38:17,040 - INFO - Top 1 acc (%): 70.07
174
+ 2024-05-20 20:38:17,040 - INFO - Top 3 acc (%): 86.6
175
+ 2024-05-20 20:38:17,040 - INFO - Top 5 acc (%): 90.05
176
+ 2024-05-20 20:38:17,040 - INFO - Top 10 acc (%): 92.88
177
+ 2024-05-20 20:38:18,207 - INFO - Split ID: 0
178
+ 2024-05-20 20:38:18,207 - INFO - Top 1 acc (%): 71.84
179
+ 2024-05-20 20:38:18,209 - INFO - Top 3 acc (%): 86.74
180
+ 2024-05-20 20:38:18,209 - INFO - Top 5 acc (%): 89.92
181
+ 2024-05-20 20:38:18,209 - INFO - Top 10 acc (%): 93.19
182
+ 2024-05-20 20:38:18,209 - INFO -
183
+ rff
184
+ 2024-05-20 20:38:18,209 - INFO - Model : model_birdsnap_orig_meta_rff_inception_v3_0.0020_64_0.1000000_1_512_1.0.pth.tar
185
+ 2024-05-20 20:38:18,220 - INFO - (443,)
186
+ 2024-05-20 20:38:18,235 - INFO - Split ID: 0
187
+ 2024-05-20 20:38:18,235 - INFO - Top 1 LocEnc acc (%): 2.03
188
+ 2024-05-20 20:38:18,235 - INFO - Top 3 LocEnc acc (%): 8.13
189
+ 2024-05-20 20:38:18,235 - INFO - Top 5 LocEnc acc (%): 9.93
190
+ 2024-05-20 20:38:18,236 - INFO - Top 10 LocEnc acc (%): 15.58