-
Notifications
You must be signed in to change notification settings - Fork 2
/
results.txt
131 lines (129 loc) · 7.5 KB
/
results.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
/home/hussein/anaconda3/envs/KGNET_V2/bin/python /media/hussein/UbuntuData/GithubRepos/KGNET_V2/main.py
<class 'sparqlEndpoints.openlinkVirtuosoEndpoint.openlinkVirtuosoEndpoint'>
vos 7.5.2
Query_time= 0:00:17.243683
2022-02-22 11:57:22.911772: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
2022-02-22 11:57:22.938608: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2599990000 Hz
2022-02-22 11:57:22.939032: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55ceb258b690 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
2022-02-22 11:57:22.939050: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version
Average DistMult Loss: 0.220152: 100%|██████████| 50/50 [00:36<00:00, 1.38epoch/s]
Train_Emb_DistMult_time= 0:00:36.812347
Emb_To_np_ListDistMult_time= 0:00:00.403192
Faiss IndexFlatL2 added DistMult for 267 entity to dataset
FaissIndex_DistMult_time= 0:00:00.002922
FaissSearchTop100_DistMult_time= 0:00:00.014407
len df_embs_DistMult= 267
Average TransE Loss: 0.978708: 100%|██████████| 50/50 [00:34<00:00, 1.45epoch/s]
Train_Emb_TransE_time= 0:00:34.983981
Emb_To_np_ListTransE_time= 0:00:00.392371
Faiss IndexFlatL2 added TransE for 267 entity to dataset
FaissIndex_TransE_time= 0:00:00.002816
FaissSearchTop100_TransE_time= 0:00:00.013983
len df_embs_TransE= 267
Average HolE Loss: 1.307782: 100%|██████████| 50/50 [01:16<00:00, 1.53s/epoch]
Train_Emb_HolE_time= 0:01:16.934072
Emb_To_np_ListHolE_time= 0:00:00.485464
Faiss IndexFlatL2 added HolE for 267 entity to dataset
FaissIndex_HolE_time= 0:00:00.003294
FaissSearchTop100_HolE_time= 0:00:00.016197
len df_embs_HolE= 267
len df_citizenship= 35
/home/hussein/anaconda3/envs/KGNET_V2/lib/python3.7/site-packages/sklearn/model_selection/_split.py:680: UserWarning: The least populated class in y has only 1 members, which is less than n_splits=10.
UserWarning,
RF_Training_novel_emb_DistMult_df_time= 0:00:05.503903
novel_emb_DistMult_df_RF_CM= (array([[ 0, 1, 0, 0, 0, 0, 0, 0, 0],
[ 0, 71, 0, 0, 0, 0, 0, 0, 0],
[ 0, 6, 0, 0, 0, 0, 0, 0, 0],
[ 0, 2, 0, 0, 0, 0, 0, 0, 0],
[ 0, 1, 0, 0, 0, 0, 0, 0, 0],
[ 0, 0, 0, 0, 0, 0, 0, 0, 0],
[ 0, 0, 0, 0, 0, 0, 0, 0, 0],
[ 0, 0, 0, 0, 0, 0, 0, 0, 0],
[ 0, 0, 0, 0, 0, 0, 0, 0, 0]]), 0.8765432098765432)
/home/hussein/anaconda3/envs/KGNET_V2/lib/python3.7/site-packages/sklearn/model_selection/_split.py:680: UserWarning: The least populated class in y has only 1 members, which is less than n_splits=10.
UserWarning,
RF_Training_novel_emb_TransE_df_time= 0:00:05.444502
novel_emb_TransE_df_RF_CM= (array([[ 0, 0, 0, 0, 0, 0, 0, 0, 0],
[ 0, 68, 0, 0, 0, 0, 0, 0, 0],
[ 0, 8, 0, 0, 0, 0, 0, 0, 0],
[ 0, 3, 0, 0, 0, 0, 0, 0, 0],
[ 0, 1, 0, 0, 0, 0, 0, 0, 0],
[ 0, 0, 0, 0, 0, 0, 0, 0, 0],
[ 0, 0, 0, 0, 0, 0, 0, 0, 0],
[ 0, 1, 0, 0, 0, 0, 0, 0, 0],
[ 0, 0, 0, 0, 0, 0, 0, 0, 0]]), 0.8395061728395061)
/home/hussein/anaconda3/envs/KGNET_V2/lib/python3.7/site-packages/sklearn/model_selection/_split.py:680: UserWarning: The least populated class in y has only 1 members, which is less than n_splits=10.
UserWarning,
RF_Training_novel_emb_HolE_df_time= 0:00:05.184498
novel_emb_HolE_df_RF_CM= (array([[ 0, 1, 0, 0, 0, 0, 0, 0, 0],
[ 0, 69, 0, 0, 0, 0, 0, 0, 0],
[ 0, 6, 0, 0, 0, 0, 0, 0, 0],
[ 0, 3, 0, 0, 0, 0, 0, 0, 0],
[ 0, 1, 0, 0, 0, 0, 0, 0, 0],
[ 0, 0, 0, 0, 0, 0, 0, 0, 0],
[ 0, 1, 0, 0, 0, 0, 0, 0, 0],
[ 0, 0, 0, 0, 0, 0, 0, 0, 0],
[ 0, 0, 0, 0, 0, 0, 0, 0, 0]]), 0.8518518518518519)
Process finished with exit code 0
---------------------------------------------------
/home/hussein/anaconda3/envs/KGNET_V2/bin/python /media/hussein/UbuntuData/GithubRepos/KGNET_V2/main.py
<class 'sparqlEndpoints.openlinkVirtuosoEndpoint.openlinkVirtuosoEndpoint'>
vos 7.5.2
Query_time= 0:00:07.866214
2022-02-22 12:24:04.615739: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
2022-02-22 12:24:04.638717: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2599990000 Hz
2022-02-22 12:24:04.640194: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5561abe339d0 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
2022-02-22 12:24:04.640232: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version
Average DistMult Loss: 0.218532: 100%|██████████| 50/50 [00:16<00:00, 2.96epoch/s]
Train_Emb_DistMult_time= 0:00:17.316444
Emb_To_np_ListDistMult_time= 0:00:00.103796
Faiss IndexFlatL2 added DistMult for 64 entity to dataset
FaissIndex_DistMult_time= 0:00:00.001171
FaissSearchTop100_DistMult_time= 0:00:00.014335
len df_embs_DistMult= 64
Average TransE Loss: 1.013731: 100%|██████████| 50/50 [00:15<00:00, 3.33epoch/s]
Train_Emb_TransE_time= 0:00:15.421682
Emb_To_np_ListTransE_time= 0:00:00.106388
Faiss IndexFlatL2 added TransE for 64 entity to dataset
FaissIndex_TransE_time= 0:00:00.001205
FaissSearchTop100_TransE_time= 0:00:00.014892
len df_embs_TransE= 64
Average HolE Loss: 1.449891: 100%|██████████| 50/50 [00:32<00:00, 1.53epoch/s]
Train_Emb_HolE_time= 0:00:33.334745
Emb_To_np_ListHolE_time= 0:00:00.109302
Faiss IndexFlatL2 added HolE for 64 entity to dataset
FaissIndex_HolE_time= 0:00:00.001147
FaissSearchTop100_HolE_time= 0:00:00.014786
len df_embs_HolE= 64
len df_classification_target= 66
/home/hussein/anaconda3/envs/KGNET_V2/lib/python3.7/site-packages/sklearn/model_selection/_split.py:680: UserWarning: The least populated class in y has only 1 members, which is less than n_splits=10.
UserWarning,
RF_Training_Space_advocates_emb_DistMult_df_time= 0:00:04.064951
Space_advocates_emb_DistMult_df_RF_CM= (array([[0, 0, 0, ..., 0, 0, 0],
[0, 0, 0, ..., 0, 0, 0],
[0, 0, 0, ..., 0, 0, 0],
...,
[0, 0, 0, ..., 0, 0, 0],
[0, 0, 0, ..., 0, 0, 0],
[0, 0, 0, ..., 0, 0, 0]]), 0.45)
/home/hussein/anaconda3/envs/KGNET_V2/lib/python3.7/site-packages/sklearn/model_selection/_split.py:680: UserWarning: The least populated class in y has only 1 members, which is less than n_splits=10.
UserWarning,
RF_Training_Space_advocates_emb_TransE_df_time= 0:00:04.113616
Space_advocates_emb_TransE_df_RF_CM= (array([[0, 0, 0, ..., 0, 0, 0],
[0, 0, 0, ..., 0, 0, 0],
[0, 0, 0, ..., 0, 0, 0],
...,
[0, 0, 0, ..., 0, 0, 0],
[0, 0, 0, ..., 0, 0, 0],
[0, 0, 0, ..., 0, 0, 0]]), 0.5)
/home/hussein/anaconda3/envs/KGNET_V2/lib/python3.7/site-packages/sklearn/model_selection/_split.py:680: UserWarning: The least populated class in y has only 1 members, which is less than n_splits=10.
UserWarning,
RF_Training_Space_advocates_emb_HolE_df_time= 0:00:04.016478
Space_advocates_emb_HolE_df_RF_CM= (array([[0, 1, 0, ..., 0, 0, 0],
[0, 0, 0, ..., 0, 0, 0],
[0, 0, 0, ..., 0, 0, 0],
...,
[0, 0, 0, ..., 0, 0, 0],
[0, 0, 0, ..., 0, 0, 0],
[0, 0, 0, ..., 0, 0, 0]]), 0.3)
Process finished with exit code 0