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Upload data/model_yfcc_Space2Vec-theory_inception_v3_0.0100_64_0.0500000_360.000_1_256_BATCH4096_leakyrelu.log with huggingface_hub

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  1. data/model_yfcc_Space2Vec-theory_inception_v3_0.0100_64_0.0500000_360.000_1_256_BATCH4096_leakyrelu.log +224 -0
data/model_yfcc_Space2Vec-theory_inception_v3_0.0100_64_0.0500000_360.000_1_256_BATCH4096_leakyrelu.log ADDED
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1
+ 2024-05-23 20:08:30,812 - INFO -
2
+ num_classes 100
3
+ 2024-05-23 20:08:30,812 - INFO - num train 66739
4
+ 2024-05-23 20:08:30,812 - INFO - num val 4449
5
+ 2024-05-23 20:08:30,812 - INFO - train loss full_loss
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+ 2024-05-23 20:08:30,812 - INFO - model name ../models/space2vec_theory/model_yfcc_Space2Vec-theory_inception_v3_0.0100_64_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
7
+ 2024-05-23 20:08:30,812 - INFO - num users 1
8
+ 2024-05-23 20:08:31,572 - INFO -
9
+ Epoch 0
10
+ 2024-05-23 20:08:37,801 - INFO - [65536/66739] Loss : 1.3735
11
+ 2024-05-23 20:08:38,139 - INFO - Test loss : 0.4356
12
+ 2024-05-23 20:08:38,139 - INFO -
13
+ Epoch 1
14
+ 2024-05-23 20:08:43,289 - INFO - [65536/66739] Loss : 1.1711
15
+ 2024-05-23 20:08:43,549 - INFO - Test loss : 0.4522
16
+ 2024-05-23 20:08:43,549 - INFO -
17
+ Epoch 2
18
+ 2024-05-23 20:08:49,041 - INFO - [65536/66739] Loss : 1.1240
19
+ 2024-05-23 20:08:49,412 - INFO - Test loss : 0.4382
20
+ 2024-05-23 20:08:49,412 - INFO -
21
+ Epoch 3
22
+ 2024-05-23 20:08:54,689 - INFO - [65536/66739] Loss : 1.0996
23
+ 2024-05-23 20:08:55,056 - INFO - Test loss : 0.4427
24
+ 2024-05-23 20:08:55,056 - INFO -
25
+ Epoch 4
26
+ 2024-05-23 20:09:00,514 - INFO - [65536/66739] Loss : 1.0861
27
+ 2024-05-23 20:09:00,856 - INFO - Test loss : 0.4538
28
+ 2024-05-23 20:09:00,856 - INFO -
29
+ Epoch 5
30
+ 2024-05-23 20:09:06,331 - INFO - [65536/66739] Loss : 1.0735
31
+ 2024-05-23 20:09:06,599 - INFO - Test loss : 0.4564
32
+ 2024-05-23 20:09:06,599 - INFO -
33
+ Epoch 6
34
+ 2024-05-23 20:09:11,978 - INFO - [65536/66739] Loss : 1.0660
35
+ 2024-05-23 20:09:12,243 - INFO - Test loss : 0.4761
36
+ 2024-05-23 20:09:12,243 - INFO -
37
+ Epoch 7
38
+ 2024-05-23 20:09:17,689 - INFO - [65536/66739] Loss : 1.0606
39
+ 2024-05-23 20:09:17,949 - INFO - Test loss : 0.4655
40
+ 2024-05-23 20:09:17,950 - INFO -
41
+ Epoch 8
42
+ 2024-05-23 20:09:23,296 - INFO - [65536/66739] Loss : 1.0541
43
+ 2024-05-23 20:09:23,629 - INFO - Test loss : 0.4654
44
+ 2024-05-23 20:09:23,629 - INFO -
45
+ Epoch 9
46
+ 2024-05-23 20:09:28,924 - INFO - [65536/66739] Loss : 1.0496
47
+ 2024-05-23 20:09:29,405 - INFO - Test loss : 0.4817
48
+ 2024-05-23 20:09:29,406 - INFO -
49
+ Epoch 10
50
+ 2024-05-23 20:09:34,681 - INFO - [65536/66739] Loss : 1.0430
51
+ 2024-05-23 20:09:35,046 - INFO - Test loss : 0.4689
52
+ 2024-05-23 20:09:35,090 - INFO - (4449,)
53
+ 2024-05-23 20:09:35,114 - INFO - Split ID: 0
54
+ 2024-05-23 20:09:35,116 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 10.79
55
+ 2024-05-23 20:09:35,116 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 21.87
56
+ 2024-05-23 20:09:35,116 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 30.1
57
+ 2024-05-23 20:09:35,116 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 45.49
58
+ 2024-05-23 20:09:35,117 - INFO -
59
+ No prior
60
+ 2024-05-23 20:09:35,119 - INFO - (17798,)
61
+ 2024-05-23 20:09:35,217 - INFO - Split ID: 0
62
+ 2024-05-23 20:09:35,217 - INFO - Top 1 (Epoch 10)acc (%): 50.15
63
+ 2024-05-23 20:09:35,217 - INFO - Top 3 (Epoch 10)acc (%): 73.9
64
+ 2024-05-23 20:09:35,217 - INFO - Top 5 (Epoch 10)acc (%): 82.45
65
+ 2024-05-23 20:09:35,217 - INFO - Top 10 (Epoch 10)acc (%): 91.06
66
+ 2024-05-23 20:09:43,961 - INFO - Split ID: 0
67
+ 2024-05-23 20:09:43,961 - INFO - Top 1 (Epoch 10)acc (%): 51.13
68
+ 2024-05-23 20:09:43,961 - INFO - Top 3 (Epoch 10)acc (%): 75.29
69
+ 2024-05-23 20:09:43,961 - INFO - Top 5 (Epoch 10)acc (%): 83.75
70
+ 2024-05-23 20:09:43,961 - INFO - Top 10 (Epoch 10)acc (%): 92.06
71
+ 2024-05-23 20:09:43,961 - INFO -
72
+ Epoch 11
73
+ 2024-05-23 20:09:49,341 - INFO - [65536/66739] Loss : 1.0398
74
+ 2024-05-23 20:09:49,600 - INFO - Test loss : 0.4705
75
+ 2024-05-23 20:09:49,600 - INFO -
76
+ Epoch 12
77
+ 2024-05-23 20:09:54,859 - INFO - [65536/66739] Loss : 1.0386
78
+ 2024-05-23 20:09:55,122 - INFO - Test loss : 0.5050
79
+ 2024-05-23 20:09:55,122 - INFO -
80
+ Epoch 13
81
+ 2024-05-23 20:10:00,762 - INFO - [65536/66739] Loss : 1.0334
82
+ 2024-05-23 20:10:01,021 - INFO - Test loss : 0.5060
83
+ 2024-05-23 20:10:01,021 - INFO -
84
+ Epoch 14
85
+ 2024-05-23 20:10:06,465 - INFO - [65536/66739] Loss : 1.0324
86
+ 2024-05-23 20:10:06,733 - INFO - Test loss : 0.4919
87
+ 2024-05-23 20:10:06,734 - INFO -
88
+ Epoch 15
89
+ 2024-05-23 20:10:12,050 - INFO - [65536/66739] Loss : 1.0275
90
+ 2024-05-23 20:10:12,523 - INFO - Test loss : 0.5110
91
+ 2024-05-23 20:10:12,523 - INFO -
92
+ Epoch 16
93
+ 2024-05-23 20:10:17,825 - INFO - [65536/66739] Loss : 1.0264
94
+ 2024-05-23 20:10:18,085 - INFO - Test loss : 0.5174
95
+ 2024-05-23 20:10:18,085 - INFO -
96
+ Epoch 17
97
+ 2024-05-23 20:10:23,786 - INFO - [65536/66739] Loss : 1.0231
98
+ 2024-05-23 20:10:24,150 - INFO - Test loss : 0.5043
99
+ 2024-05-23 20:10:24,150 - INFO -
100
+ Epoch 18
101
+ 2024-05-23 20:10:29,260 - INFO - [65536/66739] Loss : 1.0214
102
+ 2024-05-23 20:10:29,526 - INFO - Test loss : 0.5042
103
+ 2024-05-23 20:10:29,526 - INFO -
104
+ Epoch 19
105
+ 2024-05-23 20:10:35,122 - INFO - [65536/66739] Loss : 1.0217
106
+ 2024-05-23 20:10:35,384 - INFO - Test loss : 0.5255
107
+ 2024-05-23 20:10:35,384 - INFO -
108
+ Epoch 20
109
+ 2024-05-23 20:10:41,025 - INFO - [65536/66739] Loss : 1.0162
110
+ 2024-05-23 20:10:41,283 - INFO - Test loss : 0.5148
111
+ 2024-05-23 20:10:41,317 - INFO - (4449,)
112
+ 2024-05-23 20:10:41,339 - INFO - Split ID: 0
113
+ 2024-05-23 20:10:41,341 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 11.46
114
+ 2024-05-23 20:10:41,341 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 22.93
115
+ 2024-05-23 20:10:41,341 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 31.02
116
+ 2024-05-23 20:10:41,342 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 47.34
117
+ 2024-05-23 20:10:41,342 - INFO -
118
+ No prior
119
+ 2024-05-23 20:10:41,344 - INFO - (17798,)
120
+ 2024-05-23 20:10:41,441 - INFO - Split ID: 0
121
+ 2024-05-23 20:10:41,441 - INFO - Top 1 (Epoch 20)acc (%): 50.15
122
+ 2024-05-23 20:10:41,441 - INFO - Top 3 (Epoch 20)acc (%): 73.9
123
+ 2024-05-23 20:10:41,441 - INFO - Top 5 (Epoch 20)acc (%): 82.45
124
+ 2024-05-23 20:10:41,441 - INFO - Top 10 (Epoch 20)acc (%): 91.06
125
+ 2024-05-23 20:10:50,276 - INFO - Split ID: 0
126
+ 2024-05-23 20:10:50,276 - INFO - Top 1 (Epoch 20)acc (%): 51.09
127
+ 2024-05-23 20:10:50,276 - INFO - Top 3 (Epoch 20)acc (%): 75.36
128
+ 2024-05-23 20:10:50,276 - INFO - Top 5 (Epoch 20)acc (%): 83.95
129
+ 2024-05-23 20:10:50,276 - INFO - Top 10 (Epoch 20)acc (%): 92.23
130
+ 2024-05-23 20:10:50,277 - INFO -
131
+ Epoch 21
132
+ 2024-05-23 20:10:55,565 - INFO - [65536/66739] Loss : 1.0140
133
+ 2024-05-23 20:10:55,822 - INFO - Test loss : 0.5257
134
+ 2024-05-23 20:10:55,823 - INFO -
135
+ Epoch 22
136
+ 2024-05-23 20:11:01,237 - INFO - [65536/66739] Loss : 1.0135
137
+ 2024-05-23 20:11:01,601 - INFO - Test loss : 0.5216
138
+ 2024-05-23 20:11:01,601 - INFO -
139
+ Epoch 23
140
+ 2024-05-23 20:11:07,033 - INFO - [65536/66739] Loss : 1.0113
141
+ 2024-05-23 20:11:07,294 - INFO - Test loss : 0.5313
142
+ 2024-05-23 20:11:07,294 - INFO -
143
+ Epoch 24
144
+ 2024-05-23 20:11:12,653 - INFO - [65536/66739] Loss : 1.0064
145
+ 2024-05-23 20:11:12,913 - INFO - Test loss : 0.5348
146
+ 2024-05-23 20:11:12,913 - INFO -
147
+ Epoch 25
148
+ 2024-05-23 20:11:18,247 - INFO - [65536/66739] Loss : 1.0058
149
+ 2024-05-23 20:11:18,506 - INFO - Test loss : 0.5691
150
+ 2024-05-23 20:11:18,506 - INFO -
151
+ Epoch 26
152
+ 2024-05-23 20:11:23,840 - INFO - [65536/66739] Loss : 1.0045
153
+ 2024-05-23 20:11:24,296 - INFO - Test loss : 0.5317
154
+ 2024-05-23 20:11:24,296 - INFO -
155
+ Epoch 27
156
+ 2024-05-23 20:11:29,492 - INFO - [65536/66739] Loss : 1.0046
157
+ 2024-05-23 20:11:29,964 - INFO - Test loss : 0.5575
158
+ 2024-05-23 20:11:29,964 - INFO -
159
+ Epoch 28
160
+ 2024-05-23 20:11:35,712 - INFO - [65536/66739] Loss : 1.0025
161
+ 2024-05-23 20:11:35,973 - INFO - Test loss : 0.5494
162
+ 2024-05-23 20:11:35,973 - INFO -
163
+ Epoch 29
164
+ 2024-05-23 20:11:41,424 - INFO - [65536/66739] Loss : 1.0013
165
+ 2024-05-23 20:11:41,683 - INFO - Test loss : 0.5467
166
+ 2024-05-23 20:11:41,683 - INFO - Saving output model to ../models/space2vec_theory/model_yfcc_Space2Vec-theory_inception_v3_0.0100_64_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
167
+ 2024-05-23 20:11:41,688 - INFO - Saving output model to ../models/space2vec_theory/model_yfcc_Space2Vec-theory_inception_v3_0.0100_64_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
168
+ 2024-05-23 20:11:41,697 - INFO -
169
+ No prior
170
+ 2024-05-23 20:11:41,699 - INFO - (17798,)
171
+ 2024-05-23 20:11:41,797 - INFO - Split ID: 0
172
+ 2024-05-23 20:11:41,797 - INFO - Top 1 acc (%): 50.15
173
+ 2024-05-23 20:11:41,797 - INFO - Top 3 acc (%): 73.9
174
+ 2024-05-23 20:11:41,797 - INFO - Top 5 acc (%): 82.45
175
+ 2024-05-23 20:11:41,797 - INFO - Top 10 acc (%): 91.06
176
+ 2024-05-23 20:11:50,509 - INFO - Split ID: 0
177
+ 2024-05-23 20:11:50,509 - INFO - Top 1 acc (%): 51.24
178
+ 2024-05-23 20:11:50,509 - INFO - Top 3 acc (%): 75.44
179
+ 2024-05-23 20:11:50,509 - INFO - Top 5 acc (%): 83.94
180
+ 2024-05-23 20:11:50,509 - INFO - Top 10 acc (%): 92.18
181
+ 2024-05-23 20:11:50,510 - INFO -
182
+ Space2Vec-theory
183
+ 2024-05-23 20:11:50,510 - INFO - Model : model_yfcc_Space2Vec-theory_inception_v3_0.0100_64_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
184
+ 2024-05-23 20:11:50,547 - INFO - (4449,)
185
+ 2024-05-23 20:11:50,570 - INFO - Split ID: 0
186
+ 2024-05-23 20:11:50,571 - INFO - Top 1 LocEnc acc (%): 11.8
187
+ 2024-05-23 20:11:50,572 - INFO - Top 3 LocEnc acc (%): 23.67
188
+ 2024-05-23 20:11:50,572 - INFO - Top 5 LocEnc acc (%): 32.23
189
+ 2024-05-23 20:11:50,572 - INFO - Top 10 LocEnc acc (%): 47.76
190
+ 2024-05-31 01:55:41,579 - INFO -
191
+ num_classes 100
192
+ 2024-05-31 01:55:41,579 - INFO - num train 66739
193
+ 2024-05-31 01:55:41,579 - INFO - num val 4449
194
+ 2024-05-31 01:55:41,579 - INFO - train loss full_loss
195
+ 2024-05-31 01:55:41,579 - INFO - model name ../models/space2vec_theory/model_yfcc_Space2Vec-theory_inception_v3_0.0100_64_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
196
+ 2024-05-31 01:55:41,579 - INFO - num users 1
197
+ 2024-05-31 01:55:42,321 - INFO -
198
+ Only Space2Vec-theory
199
+ 2024-05-31 01:55:42,321 - INFO - Model : model_yfcc_Space2Vec-theory_inception_v3_0.0100_64_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
200
+ 2024-05-31 01:55:42,376 - INFO - Saving output model to ../models/space2vec_theory/model_yfcc_Space2Vec-theory_inception_v3_0.0100_64_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
201
+ 2024-05-31 01:55:42,397 - INFO - Saving output model to ../models/space2vec_theory/model_yfcc_Space2Vec-theory_inception_v3_0.0100_64_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
202
+ 2024-05-31 01:55:42,408 - INFO -
203
+ No prior
204
+ 2024-05-31 01:55:42,413 - INFO - (17798,)
205
+ 2024-05-31 01:55:42,840 - INFO - Save results to ../eval_results/eval_yfcc__test_no_prior.csv
206
+ 2024-05-31 01:55:42,840 - INFO - Split ID: 0
207
+ 2024-05-31 01:55:42,841 - INFO - Top 1 acc (%): 50.15
208
+ 2024-05-31 01:55:42,841 - INFO - Top 3 acc (%): 73.9
209
+ 2024-05-31 01:55:42,841 - INFO - Top 5 acc (%): 82.45
210
+ 2024-05-31 01:55:42,841 - INFO - Top 10 acc (%): 91.06
211
+ 2024-05-31 01:55:55,130 - INFO - Split ID: 0
212
+ 2024-05-31 01:55:55,130 - INFO - Top 1 hit (%): 51.24
213
+ 2024-05-31 01:55:55,130 - INFO - Top 3 hit (%): 75.44
214
+ 2024-05-31 01:55:55,130 - INFO - Top 5 hit (%): 83.94
215
+ 2024-05-31 01:55:55,130 - INFO - Top 10 hit (%): 92.18
216
+ 2024-05-31 01:55:55,136 - INFO -
217
+ Only Space2Vec-theory
218
+ 2024-05-31 01:55:55,136 - INFO - Model : model_yfcc_Space2Vec-theory_inception_v3_0.0100_64_0.0500000_360.000_1_256_BATCH4096_leakyrelu.pth.tar
219
+ 2024-05-31 01:55:55,224 - INFO - (4449,)
220
+ 2024-05-31 01:55:55,249 - INFO - Split ID: 0
221
+ 2024-05-31 01:55:55,250 - INFO - Top 1 LocEnc acc (%): 11.8
222
+ 2024-05-31 01:55:55,250 - INFO - Top 3 LocEnc acc (%): 23.67
223
+ 2024-05-31 01:55:55,251 - INFO - Top 5 LocEnc acc (%): 32.23
224
+ 2024-05-31 01:55:55,251 - INFO - Top 10 LocEnc acc (%): 47.76