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Upload data/model_birdsnap_ebird_meta_Space2Vec-grid_inception_v3_0.0100_128_0.1000000_360.000_1_512_leakyrelu.log with huggingface_hub

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  1. data/model_birdsnap_ebird_meta_Space2Vec-grid_inception_v3_0.0100_128_0.1000000_360.000_1_512_leakyrelu.log +190 -0
data/model_birdsnap_ebird_meta_Space2Vec-grid_inception_v3_0.0100_128_0.1000000_360.000_1_512_leakyrelu.log ADDED
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+ 2024-05-21 03:45:18,884 - INFO -
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+ num_classes 500
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+ 2024-05-21 03:45:18,884 - INFO - num train 42490
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+ 2024-05-21 03:45:18,884 - INFO - num val 980
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+ 2024-05-21 03:45:18,884 - INFO - train loss full_loss
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+ 2024-05-21 03:45:18,884 - INFO - model name ../models/space2vec_grid/model_birdsnap_ebird_meta_Space2Vec-grid_inception_v3_0.0100_128_0.1000000_360.000_1_512_leakyrelu.pth.tar
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+ 2024-05-21 03:45:18,884 - INFO - num users 5763
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+ 2024-05-21 03:45:18,884 - INFO - meta data ebird_meta
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+ 2024-05-21 03:45:19,692 - INFO -
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+ Epoch 0
11
+ 2024-05-21 03:45:52,280 - INFO - [41984/42490] Loss : 1.2121
12
+ 2024-05-21 03:45:52,914 - INFO - Test loss : 0.2807
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+ 2024-05-21 03:45:52,914 - INFO -
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+ Epoch 1
15
+ 2024-05-21 03:46:24,851 - INFO - [41984/42490] Loss : 0.9268
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+ 2024-05-21 03:46:25,578 - INFO - Test loss : 0.3114
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+ 2024-05-21 03:46:25,578 - INFO -
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+ Epoch 2
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+ 2024-05-21 03:46:57,679 - INFO - [41984/42490] Loss : 0.8627
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+ 2024-05-21 03:46:58,411 - INFO - Test loss : 0.3143
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+ 2024-05-21 03:46:58,411 - INFO -
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+ Epoch 3
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+ 2024-05-21 03:47:31,267 - INFO - [41984/42490] Loss : 0.8333
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+ 2024-05-21 03:47:31,995 - INFO - Test loss : 0.3199
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+ 2024-05-21 03:47:31,995 - INFO -
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+ Epoch 4
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+ 2024-05-21 03:48:04,141 - INFO - [41984/42490] Loss : 0.8134
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+ 2024-05-21 03:48:04,870 - INFO - Test loss : 0.2868
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+ 2024-05-21 03:48:04,870 - INFO -
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+ Epoch 5
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+ 2024-05-21 03:48:37,061 - INFO - [41984/42490] Loss : 0.7981
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+ 2024-05-21 03:48:37,810 - INFO - Test loss : 0.3009
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+ 2024-05-21 03:48:37,810 - INFO -
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+ Epoch 6
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+ 2024-05-21 03:49:10,793 - INFO - [41984/42490] Loss : 0.7865
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+ 2024-05-21 03:49:11,498 - INFO - Test loss : 0.2926
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+ 2024-05-21 03:49:11,498 - INFO -
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+ Epoch 7
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+ 2024-05-21 03:49:43,632 - INFO - [41984/42490] Loss : 0.7753
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+ 2024-05-21 03:49:44,362 - INFO - Test loss : 0.3062
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+ 2024-05-21 03:49:44,362 - INFO -
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+ Epoch 8
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+ 2024-05-21 03:50:16,502 - INFO - [41984/42490] Loss : 0.7632
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+ 2024-05-21 03:50:17,233 - INFO - Test loss : 0.3451
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+ 2024-05-21 03:50:17,233 - INFO -
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+ Epoch 9
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+ 2024-05-21 03:50:49,422 - INFO - [41984/42490] Loss : 0.7537
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+ 2024-05-21 03:50:50,154 - INFO - Test loss : 0.3492
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+ 2024-05-21 03:50:50,154 - INFO -
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+ Epoch 10
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+ 2024-05-21 03:51:22,344 - INFO - [41984/42490] Loss : 0.7468
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+ 2024-05-21 03:51:23,076 - INFO - Test loss : 0.3722
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+ 2024-05-21 03:51:23,093 - INFO - (980,)
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+ 2024-05-21 03:51:23,130 - INFO - Split ID: 0
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+ 2024-05-21 03:51:23,130 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 5.31
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+ 2024-05-21 03:51:23,131 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 12.96
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+ 2024-05-21 03:51:23,131 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 18.27
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+ 2024-05-21 03:51:23,131 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 28.16
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+ 2024-05-21 03:51:23,131 - INFO -
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+ No prior
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+ 2024-05-21 03:51:23,132 - INFO - (2262,)
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+ 2024-05-21 03:51:23,183 - INFO - Split ID: 0
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+ 2024-05-21 03:51:23,183 - INFO - Top 1 (Epoch 10)acc (%): 70.07
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+ 2024-05-21 03:51:23,183 - INFO - Top 3 (Epoch 10)acc (%): 86.6
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+ 2024-05-21 03:51:23,183 - INFO - Top 5 (Epoch 10)acc (%): 90.05
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+ 2024-05-21 03:51:23,183 - INFO - Top 10 (Epoch 10)acc (%): 92.88
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+ 2024-05-21 03:51:25,412 - INFO - Split ID: 0
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+ 2024-05-21 03:51:25,412 - INFO - Top 1 (Epoch 10)acc (%): 79.44
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+ 2024-05-21 03:51:25,412 - INFO - Top 3 (Epoch 10)acc (%): 91.47
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+ 2024-05-21 03:51:25,412 - INFO - Top 5 (Epoch 10)acc (%): 93.77
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+ 2024-05-21 03:51:25,412 - INFO - Top 10 (Epoch 10)acc (%): 95.76
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+ 2024-05-21 03:51:25,412 - INFO -
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+ Epoch 11
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+ 2024-05-21 03:51:57,281 - INFO - [41984/42490] Loss : 0.7383
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+ 2024-05-21 03:51:58,011 - INFO - Test loss : 0.4009
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+ 2024-05-21 03:51:58,011 - INFO -
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+ Epoch 12
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+ 2024-05-21 03:52:30,194 - INFO - [41984/42490] Loss : 0.7323
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+ 2024-05-21 03:52:30,923 - INFO - Test loss : 0.3713
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+ 2024-05-21 03:52:30,923 - INFO -
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+ Epoch 13
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+ 2024-05-21 03:53:03,036 - INFO - [41984/42490] Loss : 0.7255
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+ 2024-05-21 03:53:03,729 - INFO - Test loss : 0.3680
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+ 2024-05-21 03:53:03,729 - INFO -
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+ Epoch 14
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+ 2024-05-21 03:53:35,947 - INFO - [41984/42490] Loss : 0.7179
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+ 2024-05-21 03:53:36,677 - INFO - Test loss : 0.4003
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+ 2024-05-21 03:53:36,677 - INFO -
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+ Epoch 15
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+ 2024-05-21 03:54:08,846 - INFO - [41984/42490] Loss : 0.7132
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+ 2024-05-21 03:54:09,573 - INFO - Test loss : 0.4290
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+ 2024-05-21 03:54:09,573 - INFO -
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+ Epoch 16
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+ 2024-05-21 03:54:41,666 - INFO - [41984/42490] Loss : 0.7088
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+ 2024-05-21 03:54:42,397 - INFO - Test loss : 0.4313
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+ 2024-05-21 03:54:42,397 - INFO -
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+ Epoch 17
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+ 2024-05-21 03:55:14,476 - INFO - [41984/42490] Loss : 0.7006
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+ 2024-05-21 03:55:15,206 - INFO - Test loss : 0.4718
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+ 2024-05-21 03:55:15,207 - INFO -
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+ Epoch 18
102
+ 2024-05-21 03:55:47,439 - INFO - [41984/42490] Loss : 0.6996
103
+ 2024-05-21 03:55:48,169 - INFO - Test loss : 0.4784
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+ 2024-05-21 03:55:48,169 - INFO -
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+ Epoch 19
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+ 2024-05-21 03:56:21,015 - INFO - [41984/42490] Loss : 0.6951
107
+ 2024-05-21 03:56:21,523 - INFO - Test loss : 0.4522
108
+ 2024-05-21 03:56:21,523 - INFO -
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+ Epoch 20
110
+ 2024-05-21 03:56:54,638 - INFO - [41984/42490] Loss : 0.6908
111
+ 2024-05-21 03:56:55,392 - INFO - Test loss : 0.4740
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+ 2024-05-21 03:56:55,413 - INFO - (980,)
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+ 2024-05-21 03:56:55,448 - INFO - Split ID: 0
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+ 2024-05-21 03:56:55,448 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 6.33
115
+ 2024-05-21 03:56:55,448 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 13.37
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+ 2024-05-21 03:56:55,448 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 18.98
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+ 2024-05-21 03:56:55,448 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 28.78
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+ 2024-05-21 03:56:55,449 - INFO -
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+ No prior
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+ 2024-05-21 03:56:55,450 - INFO - (2262,)
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+ 2024-05-21 03:56:55,500 - INFO - Split ID: 0
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+ 2024-05-21 03:56:55,500 - INFO - Top 1 (Epoch 20)acc (%): 70.07
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+ 2024-05-21 03:56:55,500 - INFO - Top 3 (Epoch 20)acc (%): 86.6
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+ 2024-05-21 03:56:55,500 - INFO - Top 5 (Epoch 20)acc (%): 90.05
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+ 2024-05-21 03:56:55,500 - INFO - Top 10 (Epoch 20)acc (%): 92.88
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+ 2024-05-21 03:56:57,790 - INFO - Split ID: 0
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+ 2024-05-21 03:56:57,790 - INFO - Top 1 (Epoch 20)acc (%): 79.8
128
+ 2024-05-21 03:56:57,791 - INFO - Top 3 (Epoch 20)acc (%): 91.42
129
+ 2024-05-21 03:56:57,791 - INFO - Top 5 (Epoch 20)acc (%): 94.08
130
+ 2024-05-21 03:56:57,791 - INFO - Top 10 (Epoch 20)acc (%): 96.2
131
+ 2024-05-21 03:56:57,791 - INFO -
132
+ Epoch 21
133
+ 2024-05-21 03:57:29,942 - INFO - [41984/42490] Loss : 0.6868
134
+ 2024-05-21 03:57:30,670 - INFO - Test loss : 0.4940
135
+ 2024-05-21 03:57:30,670 - INFO -
136
+ Epoch 22
137
+ 2024-05-21 03:58:02,891 - INFO - [41984/42490] Loss : 0.6812
138
+ 2024-05-21 03:58:03,619 - INFO - Test loss : 0.4890
139
+ 2024-05-21 03:58:03,620 - INFO -
140
+ Epoch 23
141
+ 2024-05-21 03:58:35,614 - INFO - [41984/42490] Loss : 0.6791
142
+ 2024-05-21 03:58:36,341 - INFO - Test loss : 0.5154
143
+ 2024-05-21 03:58:36,342 - INFO -
144
+ Epoch 24
145
+ 2024-05-21 03:59:08,320 - INFO - [41984/42490] Loss : 0.6759
146
+ 2024-05-21 03:59:09,053 - INFO - Test loss : 0.5390
147
+ 2024-05-21 03:59:09,053 - INFO -
148
+ Epoch 25
149
+ 2024-05-21 03:59:41,286 - INFO - [41984/42490] Loss : 0.6698
150
+ 2024-05-21 03:59:42,013 - INFO - Test loss : 0.5408
151
+ 2024-05-21 03:59:42,013 - INFO -
152
+ Epoch 26
153
+ 2024-05-21 04:00:14,145 - INFO - [41984/42490] Loss : 0.6696
154
+ 2024-05-21 04:00:14,872 - INFO - Test loss : 0.5031
155
+ 2024-05-21 04:00:14,872 - INFO -
156
+ Epoch 27
157
+ 2024-05-21 04:00:46,835 - INFO - [41984/42490] Loss : 0.6662
158
+ 2024-05-21 04:00:47,568 - INFO - Test loss : 0.5485
159
+ 2024-05-21 04:00:47,568 - INFO -
160
+ Epoch 28
161
+ 2024-05-21 04:01:19,576 - INFO - [41984/42490] Loss : 0.6637
162
+ 2024-05-21 04:01:20,302 - INFO - Test loss : 0.5532
163
+ 2024-05-21 04:01:20,303 - INFO -
164
+ Epoch 29
165
+ 2024-05-21 04:01:52,405 - INFO - [41984/42490] Loss : 0.6584
166
+ 2024-05-21 04:01:53,134 - INFO - Test loss : 0.5604
167
+ 2024-05-21 04:01:53,134 - INFO - Saving output model to ../models/space2vec_grid/model_birdsnap_ebird_meta_Space2Vec-grid_inception_v3_0.0100_128_0.1000000_360.000_1_512_leakyrelu.pth.tar
168
+ 2024-05-21 04:01:53,152 - INFO - Saving output model to ../models/space2vec_grid/model_birdsnap_ebird_meta_Space2Vec-grid_inception_v3_0.0100_128_0.1000000_360.000_1_512_leakyrelu.pth.tar
169
+ 2024-05-21 04:01:53,202 - INFO -
170
+ No prior
171
+ 2024-05-21 04:01:53,204 - INFO - (2262,)
172
+ 2024-05-21 04:01:53,254 - INFO - Split ID: 0
173
+ 2024-05-21 04:01:53,255 - INFO - Top 1 acc (%): 70.07
174
+ 2024-05-21 04:01:53,255 - INFO - Top 3 acc (%): 86.6
175
+ 2024-05-21 04:01:53,255 - INFO - Top 5 acc (%): 90.05
176
+ 2024-05-21 04:01:53,255 - INFO - Top 10 acc (%): 92.88
177
+ 2024-05-21 04:01:55,483 - INFO - Split ID: 0
178
+ 2024-05-21 04:01:55,484 - INFO - Top 1 acc (%): 80.24
179
+ 2024-05-21 04:01:55,484 - INFO - Top 3 acc (%): 91.73
180
+ 2024-05-21 04:01:55,484 - INFO - Top 5 acc (%): 93.9
181
+ 2024-05-21 04:01:55,484 - INFO - Top 10 acc (%): 96.11
182
+ 2024-05-21 04:01:55,484 - INFO -
183
+ Space2Vec-grid
184
+ 2024-05-21 04:01:55,484 - INFO - Model : model_birdsnap_ebird_meta_Space2Vec-grid_inception_v3_0.0100_128_0.1000000_360.000_1_512_leakyrelu.pth.tar
185
+ 2024-05-21 04:01:55,504 - INFO - (980,)
186
+ 2024-05-21 04:01:55,539 - INFO - Split ID: 0
187
+ 2024-05-21 04:01:55,539 - INFO - Top 1 LocEnc acc (%): 5.92
188
+ 2024-05-21 04:01:55,539 - INFO - Top 3 LocEnc acc (%): 13.67
189
+ 2024-05-21 04:01:55,539 - INFO - Top 5 LocEnc acc (%): 18.06
190
+ 2024-05-21 04:01:55,539 - INFO - Top 10 LocEnc acc (%): 28.78