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Upload data/model_birdsnap_orig_meta_Space2Vec-grid_inception_v3_0.0100_128_0.0500000_360.000_1_256_BATCH4096_leakyrelu.log with huggingface_hub

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  1. data/model_birdsnap_orig_meta_Space2Vec-grid_inception_v3_0.0100_128_0.0500000_360.000_1_256_BATCH4096_leakyrelu.log +190 -0
data/model_birdsnap_orig_meta_Space2Vec-grid_inception_v3_0.0100_128_0.0500000_360.000_1_256_BATCH4096_leakyrelu.log ADDED
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+ 2024-05-21 08:52:03,418 - INFO -
2
+ num_classes 500
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+ 2024-05-21 08:52:03,418 - INFO - num train 19133
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+ 2024-05-21 08:52:03,418 - INFO - num val 443
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+ 2024-05-21 08:52:03,418 - INFO - train loss full_loss
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+ 2024-05-21 08:52:03,418 - INFO - model name ../models/space2vec_grid/model_birdsnap_orig_meta_Space2Vec-grid_inception_v3_0.0100_128_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
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+ 2024-05-21 08:52:03,418 - INFO - num users 2872
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+ 2024-05-21 08:52:03,418 - INFO - meta data orig_meta
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+ 2024-05-21 08:52:04,230 - INFO -
10
+ Epoch 0
11
+ 2024-05-21 08:52:23,601 - INFO - [16384/19133] Loss : 1.8201
12
+ 2024-05-21 08:52:24,034 - INFO - Test loss : 0.6548
13
+ 2024-05-21 08:52:24,034 - INFO -
14
+ Epoch 1
15
+ 2024-05-21 08:52:42,702 - INFO - [16384/19133] Loss : 1.3179
16
+ 2024-05-21 08:52:43,136 - INFO - Test loss : 0.4822
17
+ 2024-05-21 08:52:43,137 - INFO -
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+ Epoch 2
19
+ 2024-05-21 08:53:01,914 - INFO - [16384/19133] Loss : 1.1810
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+ 2024-05-21 08:53:02,319 - INFO - Test loss : 0.4086
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+ 2024-05-21 08:53:02,319 - INFO -
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+ Epoch 3
23
+ 2024-05-21 08:53:21,097 - INFO - [16384/19133] Loss : 1.1004
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+ 2024-05-21 08:53:21,525 - INFO - Test loss : 0.4055
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+ 2024-05-21 08:53:21,525 - INFO -
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+ Epoch 4
27
+ 2024-05-21 08:53:40,309 - INFO - [16384/19133] Loss : 1.0489
28
+ 2024-05-21 08:53:40,744 - INFO - Test loss : 0.4131
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+ 2024-05-21 08:53:40,744 - INFO -
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+ Epoch 5
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+ 2024-05-21 08:53:59,523 - INFO - [16384/19133] Loss : 1.0036
32
+ 2024-05-21 08:53:59,958 - INFO - Test loss : 0.4619
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+ 2024-05-21 08:53:59,958 - INFO -
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+ Epoch 6
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+ 2024-05-21 08:54:18,698 - INFO - [16384/19133] Loss : 0.9676
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+ 2024-05-21 08:54:19,136 - INFO - Test loss : 0.4426
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+ 2024-05-21 08:54:19,136 - INFO -
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+ Epoch 7
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+ 2024-05-21 08:54:37,889 - INFO - [16384/19133] Loss : 0.9351
40
+ 2024-05-21 08:54:38,324 - INFO - Test loss : 0.5045
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+ 2024-05-21 08:54:38,324 - INFO -
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+ Epoch 8
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+ 2024-05-21 08:54:57,104 - INFO - [16384/19133] Loss : 0.9131
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+ 2024-05-21 08:54:57,539 - INFO - Test loss : 0.4663
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+ 2024-05-21 08:54:57,539 - INFO -
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+ Epoch 9
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+ 2024-05-21 08:55:16,180 - INFO - [16384/19133] Loss : 0.8858
48
+ 2024-05-21 08:55:16,615 - INFO - Test loss : 0.4803
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+ 2024-05-21 08:55:16,616 - INFO -
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+ Epoch 10
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+ 2024-05-21 08:55:35,391 - INFO - [16384/19133] Loss : 0.8711
52
+ 2024-05-21 08:55:35,826 - INFO - Test loss : 0.5086
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+ 2024-05-21 08:55:35,840 - INFO - (443,)
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+ 2024-05-21 08:55:35,857 - INFO - Split ID: 0
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+ 2024-05-21 08:55:35,857 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 4.97
56
+ 2024-05-21 08:55:35,857 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 9.93
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+ 2024-05-21 08:55:35,858 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 13.54
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+ 2024-05-21 08:55:35,858 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 20.99
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+ 2024-05-21 08:55:35,858 - INFO -
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+ No prior
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+ 2024-05-21 08:55:35,859 - INFO - (2262,)
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+ 2024-05-21 08:55:35,911 - INFO - Split ID: 0
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+ 2024-05-21 08:55:35,911 - INFO - Top 1 (Epoch 10)acc (%): 70.07
64
+ 2024-05-21 08:55:35,911 - INFO - Top 3 (Epoch 10)acc (%): 86.6
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+ 2024-05-21 08:55:35,911 - INFO - Top 5 (Epoch 10)acc (%): 90.05
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+ 2024-05-21 08:55:35,911 - INFO - Top 10 (Epoch 10)acc (%): 92.88
67
+ 2024-05-21 08:55:37,434 - INFO - Split ID: 0
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+ 2024-05-21 08:55:37,435 - INFO - Top 1 (Epoch 10)acc (%): 71.79
69
+ 2024-05-21 08:55:37,435 - INFO - Top 3 (Epoch 10)acc (%): 86.83
70
+ 2024-05-21 08:55:37,435 - INFO - Top 5 (Epoch 10)acc (%): 90.14
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+ 2024-05-21 08:55:37,435 - INFO - Top 10 (Epoch 10)acc (%): 93.28
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+ 2024-05-21 08:55:37,435 - INFO -
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+ Epoch 11
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+ 2024-05-21 08:55:56,211 - INFO - [16384/19133] Loss : 0.8557
75
+ 2024-05-21 08:55:56,640 - INFO - Test loss : 0.5156
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+ 2024-05-21 08:55:56,640 - INFO -
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+ Epoch 12
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+ 2024-05-21 08:56:15,297 - INFO - [16384/19133] Loss : 0.8395
79
+ 2024-05-21 08:56:15,731 - INFO - Test loss : 0.5095
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+ 2024-05-21 08:56:15,731 - INFO -
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+ Epoch 13
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+ 2024-05-21 08:56:34,873 - INFO - [16384/19133] Loss : 0.8246
83
+ 2024-05-21 08:56:35,311 - INFO - Test loss : 0.5387
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+ 2024-05-21 08:56:35,311 - INFO -
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+ Epoch 14
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+ 2024-05-21 08:56:54,109 - INFO - [16384/19133] Loss : 0.8123
87
+ 2024-05-21 08:56:54,544 - INFO - Test loss : 0.5443
88
+ 2024-05-21 08:56:54,544 - INFO -
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+ Epoch 15
90
+ 2024-05-21 08:57:13,340 - INFO - [16384/19133] Loss : 0.7998
91
+ 2024-05-21 08:57:13,774 - INFO - Test loss : 0.5673
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+ 2024-05-21 08:57:13,774 - INFO -
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+ Epoch 16
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+ 2024-05-21 08:57:32,486 - INFO - [16384/19133] Loss : 0.7858
95
+ 2024-05-21 08:57:32,896 - INFO - Test loss : 0.6042
96
+ 2024-05-21 08:57:32,896 - INFO -
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+ Epoch 17
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+ 2024-05-21 08:57:51,668 - INFO - [16384/19133] Loss : 0.7756
99
+ 2024-05-21 08:57:52,101 - INFO - Test loss : 0.6009
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+ 2024-05-21 08:57:52,102 - INFO -
101
+ Epoch 18
102
+ 2024-05-21 08:58:10,864 - INFO - [16384/19133] Loss : 0.7695
103
+ 2024-05-21 08:58:11,302 - INFO - Test loss : 0.5981
104
+ 2024-05-21 08:58:11,302 - INFO -
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+ Epoch 19
106
+ 2024-05-21 08:58:30,088 - INFO - [16384/19133] Loss : 0.7596
107
+ 2024-05-21 08:58:30,498 - INFO - Test loss : 0.6400
108
+ 2024-05-21 08:58:30,498 - INFO -
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+ Epoch 20
110
+ 2024-05-21 08:58:49,283 - INFO - [16384/19133] Loss : 0.7498
111
+ 2024-05-21 08:58:49,718 - INFO - Test loss : 0.6468
112
+ 2024-05-21 08:58:49,725 - INFO - (443,)
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+ 2024-05-21 08:58:49,742 - INFO - Split ID: 0
114
+ 2024-05-21 08:58:49,742 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 4.74
115
+ 2024-05-21 08:58:49,742 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 9.93
116
+ 2024-05-21 08:58:49,743 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 15.58
117
+ 2024-05-21 08:58:49,743 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 23.48
118
+ 2024-05-21 08:58:49,743 - INFO -
119
+ No prior
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+ 2024-05-21 08:58:49,744 - INFO - (2262,)
121
+ 2024-05-21 08:58:49,796 - INFO - Split ID: 0
122
+ 2024-05-21 08:58:49,796 - INFO - Top 1 (Epoch 20)acc (%): 70.07
123
+ 2024-05-21 08:58:49,796 - INFO - Top 3 (Epoch 20)acc (%): 86.6
124
+ 2024-05-21 08:58:49,796 - INFO - Top 5 (Epoch 20)acc (%): 90.05
125
+ 2024-05-21 08:58:49,796 - INFO - Top 10 (Epoch 20)acc (%): 92.88
126
+ 2024-05-21 08:58:51,305 - INFO - Split ID: 0
127
+ 2024-05-21 08:58:51,305 - INFO - Top 1 (Epoch 20)acc (%): 71.79
128
+ 2024-05-21 08:58:51,307 - INFO - Top 3 (Epoch 20)acc (%): 86.65
129
+ 2024-05-21 08:58:51,307 - INFO - Top 5 (Epoch 20)acc (%): 90.1
130
+ 2024-05-21 08:58:51,307 - INFO - Top 10 (Epoch 20)acc (%): 93.06
131
+ 2024-05-21 08:58:51,307 - INFO -
132
+ Epoch 21
133
+ 2024-05-21 08:59:10,080 - INFO - [16384/19133] Loss : 0.7448
134
+ 2024-05-21 08:59:10,521 - INFO - Test loss : 0.6527
135
+ 2024-05-21 08:59:10,521 - INFO -
136
+ Epoch 22
137
+ 2024-05-21 08:59:29,275 - INFO - [16384/19133] Loss : 0.7395
138
+ 2024-05-21 08:59:29,710 - INFO - Test loss : 0.6764
139
+ 2024-05-21 08:59:29,711 - INFO -
140
+ Epoch 23
141
+ 2024-05-21 08:59:48,476 - INFO - [16384/19133] Loss : 0.7266
142
+ 2024-05-21 08:59:48,911 - INFO - Test loss : 0.6794
143
+ 2024-05-21 08:59:48,911 - INFO -
144
+ Epoch 24
145
+ 2024-05-21 09:00:07,583 - INFO - [16384/19133] Loss : 0.7181
146
+ 2024-05-21 09:00:08,018 - INFO - Test loss : 0.7127
147
+ 2024-05-21 09:00:08,018 - INFO -
148
+ Epoch 25
149
+ 2024-05-21 09:00:26,554 - INFO - [16384/19133] Loss : 0.7194
150
+ 2024-05-21 09:00:26,993 - INFO - Test loss : 0.7361
151
+ 2024-05-21 09:00:26,993 - INFO -
152
+ Epoch 26
153
+ 2024-05-21 09:00:46,047 - INFO - [16384/19133] Loss : 0.7046
154
+ 2024-05-21 09:00:46,486 - INFO - Test loss : 0.7101
155
+ 2024-05-21 09:00:46,486 - INFO -
156
+ Epoch 27
157
+ 2024-05-21 09:01:05,444 - INFO - [16384/19133] Loss : 0.7028
158
+ 2024-05-21 09:01:05,879 - INFO - Test loss : 0.7409
159
+ 2024-05-21 09:01:05,879 - INFO -
160
+ Epoch 28
161
+ 2024-05-21 09:01:24,609 - INFO - [16384/19133] Loss : 0.7032
162
+ 2024-05-21 09:01:25,041 - INFO - Test loss : 0.7146
163
+ 2024-05-21 09:01:25,041 - INFO -
164
+ Epoch 29
165
+ 2024-05-21 09:01:43,824 - INFO - [16384/19133] Loss : 0.6919
166
+ 2024-05-21 09:01:44,259 - INFO - Test loss : 0.7455
167
+ 2024-05-21 09:01:44,259 - INFO - Saving output model to ../models/space2vec_grid/model_birdsnap_orig_meta_Space2Vec-grid_inception_v3_0.0100_128_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
168
+ 2024-05-21 09:01:44,270 - INFO - Saving output model to ../models/space2vec_grid/model_birdsnap_orig_meta_Space2Vec-grid_inception_v3_0.0100_128_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
169
+ 2024-05-21 09:01:44,294 - INFO -
170
+ No prior
171
+ 2024-05-21 09:01:44,296 - INFO - (2262,)
172
+ 2024-05-21 09:01:44,347 - INFO - Split ID: 0
173
+ 2024-05-21 09:01:44,348 - INFO - Top 1 acc (%): 70.07
174
+ 2024-05-21 09:01:44,348 - INFO - Top 3 acc (%): 86.6
175
+ 2024-05-21 09:01:44,348 - INFO - Top 5 acc (%): 90.05
176
+ 2024-05-21 09:01:44,348 - INFO - Top 10 acc (%): 92.88
177
+ 2024-05-21 09:01:45,869 - INFO - Split ID: 0
178
+ 2024-05-21 09:01:45,869 - INFO - Top 1 acc (%): 71.75
179
+ 2024-05-21 09:01:45,869 - INFO - Top 3 acc (%): 86.65
180
+ 2024-05-21 09:01:45,869 - INFO - Top 5 acc (%): 90.01
181
+ 2024-05-21 09:01:45,869 - INFO - Top 10 acc (%): 93.1
182
+ 2024-05-21 09:01:45,869 - INFO -
183
+ Space2Vec-grid
184
+ 2024-05-21 09:01:45,869 - INFO - Model : model_birdsnap_orig_meta_Space2Vec-grid_inception_v3_0.0100_128_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
185
+ 2024-05-21 09:01:45,886 - INFO - (443,)
186
+ 2024-05-21 09:01:45,902 - INFO - Split ID: 0
187
+ 2024-05-21 09:01:45,902 - INFO - Top 1 LocEnc acc (%): 5.42
188
+ 2024-05-21 09:01:45,902 - INFO - Top 3 LocEnc acc (%): 11.96
189
+ 2024-05-21 09:01:45,902 - INFO - Top 5 LocEnc acc (%): 16.7
190
+ 2024-05-21 09:01:45,902 - INFO - Top 10 LocEnc acc (%): 26.19