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Upload data/model_yfcc_Space2Vec-grid_inception_v3_0.0100_64_0.0050000_360.000_1_512_BATCH4096_leakyrelu.log with huggingface_hub

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  1. data/model_yfcc_Space2Vec-grid_inception_v3_0.0100_64_0.0050000_360.000_1_512_BATCH4096_leakyrelu.log +224 -0
data/model_yfcc_Space2Vec-grid_inception_v3_0.0100_64_0.0050000_360.000_1_512_BATCH4096_leakyrelu.log ADDED
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1
+ 2024-05-21 12:19:56,600 - INFO -
2
+ num_classes 100
3
+ 2024-05-21 12:19:56,600 - INFO - num train 66739
4
+ 2024-05-21 12:19:56,600 - INFO - num val 4449
5
+ 2024-05-21 12:19:56,600 - INFO - train loss full_loss
6
+ 2024-05-21 12:19:56,600 - INFO - model name ../models/space2vec_grid/model_yfcc_Space2Vec-grid_inception_v3_0.0100_64_0.0050000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
7
+ 2024-05-21 12:19:56,600 - INFO - num users 1
8
+ 2024-05-21 12:19:57,349 - INFO -
9
+ Epoch 0
10
+ 2024-05-21 12:20:50,341 - INFO - [65536/66739] Loss : 1.4554
11
+ 2024-05-21 12:20:53,959 - INFO - Test loss : 0.6006
12
+ 2024-05-21 12:20:53,959 - INFO -
13
+ Epoch 1
14
+ 2024-05-21 12:21:47,385 - INFO - [65536/66739] Loss : 1.1751
15
+ 2024-05-21 12:21:50,867 - INFO - Test loss : 0.4641
16
+ 2024-05-21 12:21:50,867 - INFO -
17
+ Epoch 2
18
+ 2024-05-21 12:22:44,379 - INFO - [65536/66739] Loss : 1.1226
19
+ 2024-05-21 12:22:47,876 - INFO - Test loss : 0.4703
20
+ 2024-05-21 12:22:47,876 - INFO -
21
+ Epoch 3
22
+ 2024-05-21 12:23:40,661 - INFO - [65536/66739] Loss : 1.0947
23
+ 2024-05-21 12:23:44,493 - INFO - Test loss : 0.4641
24
+ 2024-05-21 12:23:44,493 - INFO -
25
+ Epoch 4
26
+ 2024-05-21 12:24:42,480 - INFO - [65536/66739] Loss : 1.0762
27
+ 2024-05-21 12:24:46,574 - INFO - Test loss : 0.4760
28
+ 2024-05-21 12:24:46,574 - INFO -
29
+ Epoch 5
30
+ 2024-05-21 12:25:32,209 - INFO - [65536/66739] Loss : 1.0617
31
+ 2024-05-21 12:25:35,303 - INFO - Test loss : 0.4428
32
+ 2024-05-21 12:25:35,303 - INFO -
33
+ Epoch 6
34
+ 2024-05-21 12:26:06,520 - INFO - [65536/66739] Loss : 1.0493
35
+ 2024-05-21 12:26:07,802 - INFO - Test loss : 0.4567
36
+ 2024-05-21 12:26:07,802 - INFO -
37
+ Epoch 7
38
+ 2024-05-21 12:26:43,873 - INFO - [65536/66739] Loss : 1.0404
39
+ 2024-05-21 12:26:47,035 - INFO - Test loss : 0.4446
40
+ 2024-05-21 12:26:47,035 - INFO -
41
+ Epoch 8
42
+ 2024-05-21 12:27:39,338 - INFO - [65536/66739] Loss : 1.0340
43
+ 2024-05-21 12:27:43,123 - INFO - Test loss : 0.4419
44
+ 2024-05-21 12:27:43,123 - INFO -
45
+ Epoch 9
46
+ 2024-05-21 12:28:32,846 - INFO - [65536/66739] Loss : 1.0265
47
+ 2024-05-21 12:28:36,421 - INFO - Test loss : 0.4487
48
+ 2024-05-21 12:28:36,421 - INFO -
49
+ Epoch 10
50
+ 2024-05-21 12:29:29,832 - INFO - [65536/66739] Loss : 1.0197
51
+ 2024-05-21 12:29:33,569 - INFO - Test loss : 0.4302
52
+ 2024-05-21 12:29:33,606 - INFO - (4449,)
53
+ 2024-05-21 12:29:33,630 - INFO - Split ID: 0
54
+ 2024-05-21 12:29:33,632 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 11.98
55
+ 2024-05-21 12:29:33,632 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 25.29
56
+ 2024-05-21 12:29:33,632 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 33.83
57
+ 2024-05-21 12:29:33,632 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 48.53
58
+ 2024-05-21 12:29:33,633 - INFO -
59
+ No prior
60
+ 2024-05-21 12:29:33,635 - INFO - (17798,)
61
+ 2024-05-21 12:29:33,728 - INFO - Split ID: 0
62
+ 2024-05-21 12:29:33,729 - INFO - Top 1 (Epoch 10)acc (%): 50.15
63
+ 2024-05-21 12:29:33,729 - INFO - Top 3 (Epoch 10)acc (%): 73.9
64
+ 2024-05-21 12:29:33,729 - INFO - Top 5 (Epoch 10)acc (%): 82.45
65
+ 2024-05-21 12:29:33,729 - INFO - Top 10 (Epoch 10)acc (%): 91.06
66
+ 2024-05-21 12:29:52,838 - INFO - Split ID: 0
67
+ 2024-05-21 12:29:52,838 - INFO - Top 1 (Epoch 10)acc (%): 51.05
68
+ 2024-05-21 12:29:52,838 - INFO - Top 3 (Epoch 10)acc (%): 75.28
69
+ 2024-05-21 12:29:52,838 - INFO - Top 5 (Epoch 10)acc (%): 83.87
70
+ 2024-05-21 12:29:52,838 - INFO - Top 10 (Epoch 10)acc (%): 92.15
71
+ 2024-05-21 12:29:52,838 - INFO -
72
+ Epoch 11
73
+ 2024-05-21 12:30:46,197 - INFO - [65536/66739] Loss : 1.0141
74
+ 2024-05-21 12:30:48,979 - INFO - Test loss : 0.4427
75
+ 2024-05-21 12:30:48,980 - INFO -
76
+ Epoch 12
77
+ 2024-05-21 12:31:47,937 - INFO - [65536/66739] Loss : 1.0097
78
+ 2024-05-21 12:31:50,561 - INFO - Test loss : 0.4525
79
+ 2024-05-21 12:31:50,561 - INFO -
80
+ Epoch 13
81
+ 2024-05-21 12:32:44,352 - INFO - [65536/66739] Loss : 1.0022
82
+ 2024-05-21 12:32:47,872 - INFO - Test loss : 0.4452
83
+ 2024-05-21 12:32:47,872 - INFO -
84
+ Epoch 14
85
+ 2024-05-21 12:33:41,261 - INFO - [65536/66739] Loss : 1.0005
86
+ 2024-05-21 12:33:44,660 - INFO - Test loss : 0.4502
87
+ 2024-05-21 12:33:44,660 - INFO -
88
+ Epoch 15
89
+ 2024-05-21 12:34:38,207 - INFO - [65536/66739] Loss : 0.9954
90
+ 2024-05-21 12:34:41,348 - INFO - Test loss : 0.4362
91
+ 2024-05-21 12:34:41,348 - INFO -
92
+ Epoch 16
93
+ 2024-05-21 12:35:35,024 - INFO - [65536/66739] Loss : 0.9929
94
+ 2024-05-21 12:35:38,590 - INFO - Test loss : 0.4362
95
+ 2024-05-21 12:35:38,590 - INFO -
96
+ Epoch 17
97
+ 2024-05-21 12:36:32,393 - INFO - [65536/66739] Loss : 0.9889
98
+ 2024-05-21 12:36:35,912 - INFO - Test loss : 0.4416
99
+ 2024-05-21 12:36:35,913 - INFO -
100
+ Epoch 18
101
+ 2024-05-21 12:37:28,812 - INFO - [65536/66739] Loss : 0.9867
102
+ 2024-05-21 12:37:32,365 - INFO - Test loss : 0.4643
103
+ 2024-05-21 12:37:32,365 - INFO -
104
+ Epoch 19
105
+ 2024-05-21 12:38:23,340 - INFO - [65536/66739] Loss : 0.9824
106
+ 2024-05-21 12:38:25,837 - INFO - Test loss : 0.4492
107
+ 2024-05-21 12:38:25,837 - INFO -
108
+ Epoch 20
109
+ 2024-05-21 12:39:17,721 - INFO - [65536/66739] Loss : 0.9799
110
+ 2024-05-21 12:39:21,222 - INFO - Test loss : 0.4576
111
+ 2024-05-21 12:39:21,256 - INFO - (4449,)
112
+ 2024-05-21 12:39:21,278 - INFO - Split ID: 0
113
+ 2024-05-21 12:39:21,280 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 12.5
114
+ 2024-05-21 12:39:21,280 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 27.02
115
+ 2024-05-21 12:39:21,280 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 36.28
116
+ 2024-05-21 12:39:21,280 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 50.98
117
+ 2024-05-21 12:39:21,281 - INFO -
118
+ No prior
119
+ 2024-05-21 12:39:21,283 - INFO - (17798,)
120
+ 2024-05-21 12:39:21,377 - INFO - Split ID: 0
121
+ 2024-05-21 12:39:21,378 - INFO - Top 1 (Epoch 20)acc (%): 50.15
122
+ 2024-05-21 12:39:21,378 - INFO - Top 3 (Epoch 20)acc (%): 73.9
123
+ 2024-05-21 12:39:21,378 - INFO - Top 5 (Epoch 20)acc (%): 82.45
124
+ 2024-05-21 12:39:21,378 - INFO - Top 10 (Epoch 20)acc (%): 91.06
125
+ 2024-05-21 12:39:40,370 - INFO - Split ID: 0
126
+ 2024-05-21 12:39:40,370 - INFO - Top 1 (Epoch 20)acc (%): 51.25
127
+ 2024-05-21 12:39:40,370 - INFO - Top 3 (Epoch 20)acc (%): 75.37
128
+ 2024-05-21 12:39:40,370 - INFO - Top 5 (Epoch 20)acc (%): 83.89
129
+ 2024-05-21 12:39:40,371 - INFO - Top 10 (Epoch 20)acc (%): 92.29
130
+ 2024-05-21 12:39:40,371 - INFO -
131
+ Epoch 21
132
+ 2024-05-21 12:40:32,054 - INFO - [65536/66739] Loss : 0.9758
133
+ 2024-05-21 12:40:35,602 - INFO - Test loss : 0.4538
134
+ 2024-05-21 12:40:35,602 - INFO -
135
+ Epoch 22
136
+ 2024-05-21 12:41:28,363 - INFO - [65536/66739] Loss : 0.9766
137
+ 2024-05-21 12:41:32,027 - INFO - Test loss : 0.4845
138
+ 2024-05-21 12:41:32,027 - INFO -
139
+ Epoch 23
140
+ 2024-05-21 12:42:24,476 - INFO - [65536/66739] Loss : 0.9733
141
+ 2024-05-21 12:42:28,021 - INFO - Test loss : 0.4577
142
+ 2024-05-21 12:42:28,021 - INFO -
143
+ Epoch 24
144
+ 2024-05-21 12:43:21,489 - INFO - [65536/66739] Loss : 0.9680
145
+ 2024-05-21 12:43:25,006 - INFO - Test loss : 0.4775
146
+ 2024-05-21 12:43:25,006 - INFO -
147
+ Epoch 25
148
+ 2024-05-21 12:44:18,239 - INFO - [65536/66739] Loss : 0.9656
149
+ 2024-05-21 12:44:21,756 - INFO - Test loss : 0.4841
150
+ 2024-05-21 12:44:21,757 - INFO -
151
+ Epoch 26
152
+ 2024-05-21 12:45:14,653 - INFO - [65536/66739] Loss : 0.9651
153
+ 2024-05-21 12:45:18,163 - INFO - Test loss : 0.4982
154
+ 2024-05-21 12:45:18,163 - INFO -
155
+ Epoch 27
156
+ 2024-05-21 12:46:11,290 - INFO - [65536/66739] Loss : 0.9611
157
+ 2024-05-21 12:46:14,479 - INFO - Test loss : 0.4931
158
+ 2024-05-21 12:46:14,479 - INFO -
159
+ Epoch 28
160
+ 2024-05-21 12:47:08,225 - INFO - [65536/66739] Loss : 0.9601
161
+ 2024-05-21 12:47:11,466 - INFO - Test loss : 0.5132
162
+ 2024-05-21 12:47:11,466 - INFO -
163
+ Epoch 29
164
+ 2024-05-21 12:48:02,628 - INFO - [65536/66739] Loss : 0.9574
165
+ 2024-05-21 12:48:06,194 - INFO - Test loss : 0.5021
166
+ 2024-05-21 12:48:06,195 - INFO - Saving output model to ../models/space2vec_grid/model_yfcc_Space2Vec-grid_inception_v3_0.0100_64_0.0050000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
167
+ 2024-05-21 12:48:06,203 - INFO - Saving output model to ../models/space2vec_grid/model_yfcc_Space2Vec-grid_inception_v3_0.0100_64_0.0050000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
168
+ 2024-05-21 12:48:06,299 - INFO -
169
+ No prior
170
+ 2024-05-21 12:48:06,301 - INFO - (17798,)
171
+ 2024-05-21 12:48:06,395 - INFO - Split ID: 0
172
+ 2024-05-21 12:48:06,395 - INFO - Top 1 acc (%): 50.15
173
+ 2024-05-21 12:48:06,396 - INFO - Top 3 acc (%): 73.9
174
+ 2024-05-21 12:48:06,396 - INFO - Top 5 acc (%): 82.45
175
+ 2024-05-21 12:48:06,396 - INFO - Top 10 acc (%): 91.06
176
+ 2024-05-21 12:48:25,080 - INFO - Split ID: 0
177
+ 2024-05-21 12:48:25,080 - INFO - Top 1 acc (%): 51.25
178
+ 2024-05-21 12:48:25,080 - INFO - Top 3 acc (%): 75.5
179
+ 2024-05-21 12:48:25,080 - INFO - Top 5 acc (%): 83.92
180
+ 2024-05-21 12:48:25,080 - INFO - Top 10 acc (%): 92.31
181
+ 2024-05-21 12:48:25,080 - INFO -
182
+ Space2Vec-grid
183
+ 2024-05-21 12:48:25,080 - INFO - Model : model_yfcc_Space2Vec-grid_inception_v3_0.0100_64_0.0050000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
184
+ 2024-05-21 12:48:25,123 - INFO - (4449,)
185
+ 2024-05-21 12:48:25,148 - INFO - Split ID: 0
186
+ 2024-05-21 12:48:25,150 - INFO - Top 1 LocEnc acc (%): 12.65
187
+ 2024-05-21 12:48:25,150 - INFO - Top 3 LocEnc acc (%): 27.71
188
+ 2024-05-21 12:48:25,150 - INFO - Top 5 LocEnc acc (%): 36.73
189
+ 2024-05-21 12:48:25,150 - INFO - Top 10 LocEnc acc (%): 51.47
190
+ 2024-05-31 01:40:47,497 - INFO -
191
+ num_classes 100
192
+ 2024-05-31 01:40:47,497 - INFO - num train 66739
193
+ 2024-05-31 01:40:47,497 - INFO - num val 4449
194
+ 2024-05-31 01:40:47,497 - INFO - train loss full_loss
195
+ 2024-05-31 01:40:47,497 - INFO - model name ../models/space2vec_grid/model_yfcc_Space2Vec-grid_inception_v3_0.0100_64_0.0050000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
196
+ 2024-05-31 01:40:47,497 - INFO - num users 1
197
+ 2024-05-31 01:40:48,238 - INFO -
198
+ Only Space2Vec-grid
199
+ 2024-05-31 01:40:48,239 - INFO - Model : model_yfcc_Space2Vec-grid_inception_v3_0.0100_64_0.0050000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
200
+ 2024-05-31 01:40:48,314 - INFO - Saving output model to ../models/space2vec_grid/model_yfcc_Space2Vec-grid_inception_v3_0.0100_64_0.0050000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
201
+ 2024-05-31 01:40:48,336 - INFO - Saving output model to ../models/space2vec_grid/model_yfcc_Space2Vec-grid_inception_v3_0.0100_64_0.0050000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
202
+ 2024-05-31 01:40:48,350 - INFO -
203
+ No prior
204
+ 2024-05-31 01:40:48,355 - INFO - (17798,)
205
+ 2024-05-31 01:40:48,752 - INFO - Save results to ../eval_results/eval_yfcc__test_no_prior.csv
206
+ 2024-05-31 01:40:48,752 - INFO - Split ID: 0
207
+ 2024-05-31 01:40:48,752 - INFO - Top 1 acc (%): 50.15
208
+ 2024-05-31 01:40:48,752 - INFO - Top 3 acc (%): 73.9
209
+ 2024-05-31 01:40:48,752 - INFO - Top 5 acc (%): 82.45
210
+ 2024-05-31 01:40:48,753 - INFO - Top 10 acc (%): 91.06
211
+ 2024-05-31 01:41:00,448 - INFO - Split ID: 0
212
+ 2024-05-31 01:41:00,448 - INFO - Top 1 hit (%): 51.25
213
+ 2024-05-31 01:41:00,448 - INFO - Top 3 hit (%): 75.5
214
+ 2024-05-31 01:41:00,448 - INFO - Top 5 hit (%): 83.92
215
+ 2024-05-31 01:41:00,448 - INFO - Top 10 hit (%): 92.31
216
+ 2024-05-31 01:41:00,452 - INFO -
217
+ Only Space2Vec-grid
218
+ 2024-05-31 01:41:00,452 - INFO - Model : model_yfcc_Space2Vec-grid_inception_v3_0.0100_64_0.0050000_360.000_1_512_BATCH4096_leakyrelu.pth.tar
219
+ 2024-05-31 01:41:00,513 - INFO - (4449,)
220
+ 2024-05-31 01:41:00,537 - INFO - Split ID: 0
221
+ 2024-05-31 01:41:00,539 - INFO - Top 1 LocEnc acc (%): 12.65
222
+ 2024-05-31 01:41:00,539 - INFO - Top 3 LocEnc acc (%): 27.71
223
+ 2024-05-31 01:41:00,539 - INFO - Top 5 LocEnc acc (%): 36.73
224
+ 2024-05-31 01:41:00,540 - INFO - Top 10 LocEnc acc (%): 51.47