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Upload data/model_birdsnap_orig_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.log with huggingface_hub

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  1. data/model_birdsnap_orig_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.log +190 -0
data/model_birdsnap_orig_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.log ADDED
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+ 2024-05-23 23:24:12,831 - INFO -
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+ num_classes 500
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+ 2024-05-23 23:24:12,831 - INFO - num train 19133
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+ 2024-05-23 23:24:12,831 - INFO - num val 443
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+ 2024-05-23 23:24:12,831 - INFO - train loss full_loss
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+ 2024-05-23 23:24:12,831 - INFO - model name ../models/sphere2vec_sphereM/model_birdsnap_orig_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
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+ 2024-05-23 23:24:12,831 - INFO - num users 2872
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+ 2024-05-23 23:24:12,831 - INFO - meta data orig_meta
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+ 2024-05-23 23:24:13,099 - INFO -
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+ Epoch 0
11
+ 2024-05-23 23:24:21,194 - INFO - [18432/19133] Loss : 1.9787
12
+ 2024-05-23 23:24:21,300 - INFO - Test loss : 0.8170
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+ 2024-05-23 23:24:21,300 - INFO -
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+ Epoch 1
15
+ 2024-05-23 23:24:28,742 - INFO - [18432/19133] Loss : 1.5663
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+ 2024-05-23 23:24:28,959 - INFO - Test loss : 0.8097
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+ 2024-05-23 23:24:28,959 - INFO -
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+ Epoch 2
19
+ 2024-05-23 23:24:35,170 - INFO - [18432/19133] Loss : 1.3737
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+ 2024-05-23 23:24:35,367 - INFO - Test loss : 0.7321
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+ 2024-05-23 23:24:35,367 - INFO -
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+ Epoch 3
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+ 2024-05-23 23:24:42,074 - INFO - [18432/19133] Loss : 1.2710
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+ 2024-05-23 23:24:42,163 - INFO - Test loss : 0.6700
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+ 2024-05-23 23:24:42,163 - INFO -
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+ Epoch 4
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+ 2024-05-23 23:24:49,612 - INFO - [18432/19133] Loss : 1.1863
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+ 2024-05-23 23:24:49,695 - INFO - Test loss : 0.6041
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+ 2024-05-23 23:24:49,695 - INFO -
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+ Epoch 5
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+ 2024-05-23 23:24:57,862 - INFO - [18432/19133] Loss : 1.1220
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+ 2024-05-23 23:24:57,978 - INFO - Test loss : 0.5668
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+ 2024-05-23 23:24:57,978 - INFO -
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+ Epoch 6
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+ 2024-05-23 23:25:06,260 - INFO - [18432/19133] Loss : 1.0715
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+ 2024-05-23 23:25:06,322 - INFO - Test loss : 0.5549
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+ 2024-05-23 23:25:06,322 - INFO -
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+ Epoch 7
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+ 2024-05-23 23:25:13,009 - INFO - [18432/19133] Loss : 1.0345
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+ 2024-05-23 23:25:13,225 - INFO - Test loss : 0.5310
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+ 2024-05-23 23:25:13,225 - INFO -
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+ Epoch 8
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+ 2024-05-23 23:25:19,249 - INFO - [18432/19133] Loss : 1.0037
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+ 2024-05-23 23:25:19,464 - INFO - Test loss : 0.5384
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+ 2024-05-23 23:25:19,464 - INFO -
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+ Epoch 9
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+ 2024-05-23 23:25:27,176 - INFO - [18432/19133] Loss : 0.9776
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+ 2024-05-23 23:25:27,225 - INFO - Test loss : 0.5256
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+ 2024-05-23 23:25:27,225 - INFO -
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+ Epoch 10
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+ 2024-05-23 23:25:35,688 - INFO - [18432/19133] Loss : 0.9488
52
+ 2024-05-23 23:25:35,709 - INFO - Test loss : 0.5295
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+ 2024-05-23 23:25:35,717 - INFO - (443,)
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+ 2024-05-23 23:25:35,733 - INFO - Split ID: 0
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+ 2024-05-23 23:25:35,733 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 6.32
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+ 2024-05-23 23:25:35,733 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 10.84
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+ 2024-05-23 23:25:35,733 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 14.9
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+ 2024-05-23 23:25:35,733 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 20.09
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+ 2024-05-23 23:25:35,733 - INFO -
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+ No prior
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+ 2024-05-23 23:25:35,734 - INFO - (2262,)
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+ 2024-05-23 23:25:35,796 - INFO - Split ID: 0
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+ 2024-05-23 23:25:35,796 - INFO - Top 1 (Epoch 10)acc (%): 70.07
64
+ 2024-05-23 23:25:35,796 - INFO - Top 3 (Epoch 10)acc (%): 86.6
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+ 2024-05-23 23:25:35,796 - INFO - Top 5 (Epoch 10)acc (%): 90.05
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+ 2024-05-23 23:25:35,796 - INFO - Top 10 (Epoch 10)acc (%): 92.88
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+ 2024-05-23 23:25:36,570 - INFO - Split ID: 0
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+ 2024-05-23 23:25:36,570 - INFO - Top 1 (Epoch 10)acc (%): 71.53
69
+ 2024-05-23 23:25:36,570 - INFO - Top 3 (Epoch 10)acc (%): 86.83
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+ 2024-05-23 23:25:36,570 - INFO - Top 5 (Epoch 10)acc (%): 90.01
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+ 2024-05-23 23:25:36,570 - INFO - Top 10 (Epoch 10)acc (%): 93.46
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+ 2024-05-23 23:25:36,570 - INFO -
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+ Epoch 11
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+ 2024-05-23 23:25:43,757 - INFO - [18432/19133] Loss : 0.9327
75
+ 2024-05-23 23:25:43,884 - INFO - Test loss : 0.5351
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+ 2024-05-23 23:25:43,884 - INFO -
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+ Epoch 12
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+ 2024-05-23 23:25:51,987 - INFO - [18432/19133] Loss : 0.9057
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+ 2024-05-23 23:25:52,047 - INFO - Test loss : 0.5508
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+ 2024-05-23 23:25:52,047 - INFO -
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+ Epoch 13
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+ 2024-05-23 23:25:58,513 - INFO - [18432/19133] Loss : 0.8910
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+ 2024-05-23 23:25:58,730 - INFO - Test loss : 0.5501
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+ 2024-05-23 23:25:58,730 - INFO -
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+ Epoch 14
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+ 2024-05-23 23:26:05,641 - INFO - [18432/19133] Loss : 0.8758
87
+ 2024-05-23 23:26:05,843 - INFO - Test loss : 0.5584
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+ 2024-05-23 23:26:05,843 - INFO -
89
+ Epoch 15
90
+ 2024-05-23 23:26:11,791 - INFO - [18432/19133] Loss : 0.8598
91
+ 2024-05-23 23:26:11,884 - INFO - Test loss : 0.5639
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+ 2024-05-23 23:26:11,885 - INFO -
93
+ Epoch 16
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+ 2024-05-23 23:26:19,024 - INFO - [18432/19133] Loss : 0.8465
95
+ 2024-05-23 23:26:19,190 - INFO - Test loss : 0.5682
96
+ 2024-05-23 23:26:19,191 - INFO -
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+ Epoch 17
98
+ 2024-05-23 23:26:26,643 - INFO - [18432/19133] Loss : 0.8347
99
+ 2024-05-23 23:26:26,720 - INFO - Test loss : 0.5867
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+ 2024-05-23 23:26:26,720 - INFO -
101
+ Epoch 18
102
+ 2024-05-23 23:26:34,782 - INFO - [18432/19133] Loss : 0.8177
103
+ 2024-05-23 23:26:34,900 - INFO - Test loss : 0.5996
104
+ 2024-05-23 23:26:34,900 - INFO -
105
+ Epoch 19
106
+ 2024-05-23 23:26:41,277 - INFO - [18432/19133] Loss : 0.8070
107
+ 2024-05-23 23:26:41,703 - INFO - Test loss : 0.5978
108
+ 2024-05-23 23:26:41,704 - INFO -
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+ Epoch 20
110
+ 2024-05-23 23:26:48,444 - INFO - [18432/19133] Loss : 0.7988
111
+ 2024-05-23 23:26:48,524 - INFO - Test loss : 0.6042
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+ 2024-05-23 23:26:48,529 - INFO - (443,)
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+ 2024-05-23 23:26:48,546 - INFO - Split ID: 0
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+ 2024-05-23 23:26:48,546 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 7.22
115
+ 2024-05-23 23:26:48,546 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 12.42
116
+ 2024-05-23 23:26:48,546 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 16.7
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+ 2024-05-23 23:26:48,546 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 23.02
118
+ 2024-05-23 23:26:48,546 - INFO -
119
+ No prior
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+ 2024-05-23 23:26:48,547 - INFO - (2262,)
121
+ 2024-05-23 23:26:48,600 - INFO - Split ID: 0
122
+ 2024-05-23 23:26:48,600 - INFO - Top 1 (Epoch 20)acc (%): 70.07
123
+ 2024-05-23 23:26:48,600 - INFO - Top 3 (Epoch 20)acc (%): 86.6
124
+ 2024-05-23 23:26:48,600 - INFO - Top 5 (Epoch 20)acc (%): 90.05
125
+ 2024-05-23 23:26:48,600 - INFO - Top 10 (Epoch 20)acc (%): 92.88
126
+ 2024-05-23 23:26:49,385 - INFO - Split ID: 0
127
+ 2024-05-23 23:26:49,385 - INFO - Top 1 (Epoch 20)acc (%): 71.93
128
+ 2024-05-23 23:26:49,385 - INFO - Top 3 (Epoch 20)acc (%): 86.78
129
+ 2024-05-23 23:26:49,385 - INFO - Top 5 (Epoch 20)acc (%): 90.01
130
+ 2024-05-23 23:26:49,385 - INFO - Top 10 (Epoch 20)acc (%): 93.19
131
+ 2024-05-23 23:26:49,385 - INFO -
132
+ Epoch 21
133
+ 2024-05-23 23:26:57,370 - INFO - [18432/19133] Loss : 0.7839
134
+ 2024-05-23 23:26:57,424 - INFO - Test loss : 0.6152
135
+ 2024-05-23 23:26:57,424 - INFO -
136
+ Epoch 22
137
+ 2024-05-23 23:27:05,958 - INFO - [18432/19133] Loss : 0.7780
138
+ 2024-05-23 23:27:06,034 - INFO - Test loss : 0.6206
139
+ 2024-05-23 23:27:06,034 - INFO -
140
+ Epoch 23
141
+ 2024-05-23 23:27:13,463 - INFO - [18432/19133] Loss : 0.7644
142
+ 2024-05-23 23:27:13,664 - INFO - Test loss : 0.6361
143
+ 2024-05-23 23:27:13,664 - INFO -
144
+ Epoch 24
145
+ 2024-05-23 23:27:20,857 - INFO - [18432/19133] Loss : 0.7615
146
+ 2024-05-23 23:27:21,182 - INFO - Test loss : 0.6477
147
+ 2024-05-23 23:27:21,182 - INFO -
148
+ Epoch 25
149
+ 2024-05-23 23:27:27,486 - INFO - [18432/19133] Loss : 0.7514
150
+ 2024-05-23 23:27:27,704 - INFO - Test loss : 0.6587
151
+ 2024-05-23 23:27:27,704 - INFO -
152
+ Epoch 26
153
+ 2024-05-23 23:27:34,341 - INFO - [18432/19133] Loss : 0.7426
154
+ 2024-05-23 23:27:34,768 - INFO - Test loss : 0.6729
155
+ 2024-05-23 23:27:34,768 - INFO -
156
+ Epoch 27
157
+ 2024-05-23 23:27:40,983 - INFO - [18432/19133] Loss : 0.7330
158
+ 2024-05-23 23:27:41,200 - INFO - Test loss : 0.6713
159
+ 2024-05-23 23:27:41,200 - INFO -
160
+ Epoch 28
161
+ 2024-05-23 23:27:47,819 - INFO - [18432/19133] Loss : 0.7256
162
+ 2024-05-23 23:27:47,999 - INFO - Test loss : 0.6871
163
+ 2024-05-23 23:27:47,999 - INFO -
164
+ Epoch 29
165
+ 2024-05-23 23:27:54,827 - INFO - [18432/19133] Loss : 0.7192
166
+ 2024-05-23 23:27:55,045 - INFO - Test loss : 0.7053
167
+ 2024-05-23 23:27:55,045 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_birdsnap_orig_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
168
+ 2024-05-23 23:27:55,058 - INFO - Saving output model to ../models/sphere2vec_sphereM/model_birdsnap_orig_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
169
+ 2024-05-23 23:27:55,094 - INFO -
170
+ No prior
171
+ 2024-05-23 23:27:55,095 - INFO - (2262,)
172
+ 2024-05-23 23:27:55,147 - INFO - Split ID: 0
173
+ 2024-05-23 23:27:55,147 - INFO - Top 1 acc (%): 70.07
174
+ 2024-05-23 23:27:55,147 - INFO - Top 3 acc (%): 86.6
175
+ 2024-05-23 23:27:55,147 - INFO - Top 5 acc (%): 90.05
176
+ 2024-05-23 23:27:55,147 - INFO - Top 10 acc (%): 92.88
177
+ 2024-05-23 23:27:55,918 - INFO - Split ID: 0
178
+ 2024-05-23 23:27:55,918 - INFO - Top 1 acc (%): 71.88
179
+ 2024-05-23 23:27:55,918 - INFO - Top 3 acc (%): 86.87
180
+ 2024-05-23 23:27:55,918 - INFO - Top 5 acc (%): 90.01
181
+ 2024-05-23 23:27:55,918 - INFO - Top 10 acc (%): 93.06
182
+ 2024-05-23 23:27:55,918 - INFO -
183
+ Sphere2Vec-sphereM
184
+ 2024-05-23 23:27:55,918 - INFO - Model : model_birdsnap_orig_meta_Sphere2Vec-sphereM_inception_v3_0.0010_64_0.0005000_1_512.pth.tar
185
+ 2024-05-23 23:27:55,932 - INFO - (443,)
186
+ 2024-05-23 23:27:55,948 - INFO - Split ID: 0
187
+ 2024-05-23 23:27:55,948 - INFO - Top 1 LocEnc acc (%): 7.45
188
+ 2024-05-23 23:27:55,948 - INFO - Top 3 LocEnc acc (%): 14.0
189
+ 2024-05-23 23:27:55,948 - INFO - Top 5 LocEnc acc (%): 18.51
190
+ 2024-05-23 23:27:55,948 - INFO - Top 10 LocEnc acc (%): 24.38