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Upload 6 files

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Files changed (6) hide show
  1. checkpoint/.DS_Store +0 -0
  2. checkpoint/pretrain/.DS_Store +0 -0
  3. checkpoint/pretrain/.log +959 -0
  4. checkpoint/pretrain/ReaRe_webqsp_v2.ckpt +3 -0
  5. checkpoint/pretrain/ReaRev_CWQ.ckpt +3 -0
  6. checkpoint/pretrain/ReaRev_webqsp.ckpt +3 -0
checkpoint/.DS_Store ADDED
Binary file (6.15 kB). View file
 
checkpoint/pretrain/.DS_Store ADDED
Binary file (6.15 kB). View file
 
checkpoint/pretrain/.log ADDED
@@ -0,0 +1,959 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2022-10-13 13:12:09,122 - root - INFO - PARAMETER----------
2
+ 2022-10-13 13:12:09,122 - root - INFO - ALG=bfs
3
+ 2022-10-13 13:12:09,122 - root - INFO - BATCH_SIZE=8
4
+ 2022-10-13 13:12:09,122 - root - INFO - CHAR2ID=chars.txt
5
+ 2022-10-13 13:12:09,122 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/
6
+ 2022-10-13 13:12:09,122 - root - INFO - DATA_EFF=False
7
+ 2022-10-13 13:12:09,122 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/
8
+ 2022-10-13 13:12:09,122 - root - INFO - DECAY_RATE=0.0
9
+ 2022-10-13 13:12:09,122 - root - INFO - ENTITY2ID=entities.txt
10
+ 2022-10-13 13:12:09,122 - root - INFO - ENTITY_DIM=50
11
+ 2022-10-13 13:12:09,122 - root - INFO - ENTITY_EMB_FILE=None
12
+ 2022-10-13 13:12:09,122 - root - INFO - EPS=0.95
13
+ 2022-10-13 13:12:09,122 - root - INFO - EVAL_EVERY=2
14
+ 2022-10-13 13:12:09,123 - root - INFO - EXPERIMENT_NAME=
15
+ 2022-10-13 13:12:09,123 - root - INFO - FACT_DROP=0
16
+ 2022-10-13 13:12:09,123 - root - INFO - FACT_SCALE=3
17
+ 2022-10-13 13:12:09,123 - root - INFO - GRADIENT_CLIP=1.0
18
+ 2022-10-13 13:12:09,123 - root - INFO - IS_EVAL=True
19
+ 2022-10-13 13:12:09,123 - root - INFO - KG_DIM=100
20
+ 2022-10-13 13:12:09,123 - root - INFO - KGE_FROZEN=0
21
+ 2022-10-13 13:12:09,123 - root - INFO - LABEL_SMOOTH=0.1
22
+ 2022-10-13 13:12:09,123 - root - INFO - LINEAR_DROPOUT=0.2
23
+ 2022-10-13 13:12:09,123 - root - INFO - LM=sbert
24
+ 2022-10-13 13:12:09,123 - root - INFO - LM_DROPOUT=0.3
25
+ 2022-10-13 13:12:09,123 - root - INFO - LM_FROZEN=1
26
+ 2022-10-13 13:12:09,123 - root - INFO - LOAD_CKPT_FILE=None
27
+ 2022-10-13 13:12:09,123 - root - INFO - LOAD_EXPERIMENT=cwq233-h1.ckpt
28
+ 2022-10-13 13:12:09,123 - root - INFO - LOG_LEVEL=info
29
+ 2022-10-13 13:12:09,123 - root - INFO - LOSS_TYPE=kl
30
+ 2022-10-13 13:12:09,123 - root - INFO - LR=0.0005
31
+ 2022-10-13 13:12:09,123 - root - INFO - LR_SCHEDULE=False
32
+ 2022-10-13 13:12:09,123 - root - INFO - MAX_TRAIN=200000
33
+ 2022-10-13 13:12:09,123 - root - INFO - MODEL_NAME=ReaRev
34
+ 2022-10-13 13:12:09,123 - root - INFO - NAME=webqsp
35
+ 2022-10-13 13:12:09,123 - root - INFO - NORMALIZED_GNN=False
36
+ 2022-10-13 13:12:09,123 - root - INFO - NUM_EPOCH=50
37
+ 2022-10-13 13:12:09,123 - root - INFO - NUM_GNN=3
38
+ 2022-10-13 13:12:09,123 - root - INFO - NUM_INS=3
39
+ 2022-10-13 13:12:09,123 - root - INFO - NUM_ITER=2
40
+ 2022-10-13 13:12:09,123 - root - INFO - Q_TYPE=seq
41
+ 2022-10-13 13:12:09,123 - root - INFO - REL_WORD_IDS=rel_word_idx.npy
42
+ 2022-10-13 13:12:09,123 - root - INFO - RELATION2ID=relations.txt
43
+ 2022-10-13 13:12:09,123 - root - INFO - RELATION_EMB_FILE=None
44
+ 2022-10-13 13:12:09,123 - root - INFO - RELATION_WORD_EMB=True
45
+ 2022-10-13 13:12:09,123 - root - INFO - SEED=19960626
46
+ 2022-10-13 13:12:09,123 - root - INFO - TEST_BATCH_SIZE=20
47
+ 2022-10-13 13:12:09,123 - root - INFO - USE_CUDA=True
48
+ 2022-10-13 13:12:09,123 - root - INFO - USE_SELF_LOOP=True
49
+ 2022-10-13 13:12:09,123 - root - INFO - WORD2ID=vocab.txt
50
+ 2022-10-13 13:12:09,123 - root - INFO - WORD_DIM=300
51
+ 2022-10-13 13:12:09,123 - root - INFO - WORD_EMB_FILE=word_emb.npy
52
+ 2022-10-13 13:12:09,123 - root - INFO - -------------------
53
+ 2022-10-13 13:13:22,468 - root - INFO - TEST F1: 0.3334, H1: 0.4288
54
+ 2022-10-14 15:24:05,690 - root - INFO - PARAMETER----------
55
+ 2022-10-14 15:24:05,690 - root - INFO - ALG=bfs
56
+ 2022-10-14 15:24:05,690 - root - INFO - BATCH_SIZE=8
57
+ 2022-10-14 15:24:05,690 - root - INFO - CHAR2ID=chars.txt
58
+ 2022-10-14 15:24:05,690 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/
59
+ 2022-10-14 15:24:05,690 - root - INFO - DATA_EFF=False
60
+ 2022-10-14 15:24:05,690 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/webqsp/
61
+ 2022-10-14 15:24:05,690 - root - INFO - DECAY_RATE=0.0
62
+ 2022-10-14 15:24:05,690 - root - INFO - ENTITY2ID=entities.txt
63
+ 2022-10-14 15:24:05,690 - root - INFO - ENTITY_DIM=50
64
+ 2022-10-14 15:24:05,690 - root - INFO - ENTITY_EMB_FILE=None
65
+ 2022-10-14 15:24:05,690 - root - INFO - EPS=0.95
66
+ 2022-10-14 15:24:05,690 - root - INFO - EVAL_EVERY=2
67
+ 2022-10-14 15:24:05,690 - root - INFO - EXPERIMENT_NAME=
68
+ 2022-10-14 15:24:05,690 - root - INFO - FACT_DROP=0
69
+ 2022-10-14 15:24:05,690 - root - INFO - FACT_SCALE=3
70
+ 2022-10-14 15:24:05,690 - root - INFO - GRADIENT_CLIP=1.0
71
+ 2022-10-14 15:24:05,690 - root - INFO - IS_EVAL=True
72
+ 2022-10-14 15:24:05,690 - root - INFO - KG_DIM=100
73
+ 2022-10-14 15:24:05,690 - root - INFO - KGE_FROZEN=0
74
+ 2022-10-14 15:24:05,690 - root - INFO - LABEL_SMOOTH=0.1
75
+ 2022-10-14 15:24:05,690 - root - INFO - LINEAR_DROPOUT=0.2
76
+ 2022-10-14 15:24:05,690 - root - INFO - LM=sbert
77
+ 2022-10-14 15:24:05,690 - root - INFO - LM_DROPOUT=0.3
78
+ 2022-10-14 15:24:05,690 - root - INFO - LM_FROZEN=1
79
+ 2022-10-14 15:24:05,690 - root - INFO - LOAD_CKPT_FILE=None
80
+ 2022-10-14 15:24:05,690 - root - INFO - LOAD_EXPERIMENT=ReaRev_Webqsp3t3g2-h1.ckpt
81
+ 2022-10-14 15:24:05,690 - root - INFO - LOG_LEVEL=info
82
+ 2022-10-14 15:24:05,690 - root - INFO - LOSS_TYPE=kl
83
+ 2022-10-14 15:24:05,690 - root - INFO - LR=0.0005
84
+ 2022-10-14 15:24:05,690 - root - INFO - LR_SCHEDULE=False
85
+ 2022-10-14 15:24:05,690 - root - INFO - MAX_TRAIN=200000
86
+ 2022-10-14 15:24:05,690 - root - INFO - MODEL_NAME=ReaRev
87
+ 2022-10-14 15:24:05,690 - root - INFO - NAME=webqsp
88
+ 2022-10-14 15:24:05,690 - root - INFO - NORMALIZED_GNN=False
89
+ 2022-10-14 15:24:05,690 - root - INFO - NUM_EPOCH=200
90
+ 2022-10-14 15:24:05,690 - root - INFO - NUM_GNN=3
91
+ 2022-10-14 15:24:05,690 - root - INFO - NUM_INS=2
92
+ 2022-10-14 15:24:05,690 - root - INFO - NUM_ITER=3
93
+ 2022-10-14 15:24:05,690 - root - INFO - Q_TYPE=seq
94
+ 2022-10-14 15:24:05,690 - root - INFO - REL_WORD_IDS=rel_word_idx.npy
95
+ 2022-10-14 15:24:05,690 - root - INFO - RELATION2ID=relations.txt
96
+ 2022-10-14 15:24:05,690 - root - INFO - RELATION_EMB_FILE=None
97
+ 2022-10-14 15:24:05,690 - root - INFO - RELATION_WORD_EMB=True
98
+ 2022-10-14 15:24:05,690 - root - INFO - SEED=19960626
99
+ 2022-10-14 15:24:05,691 - root - INFO - TEST_BATCH_SIZE=20
100
+ 2022-10-14 15:24:05,691 - root - INFO - USE_CUDA=True
101
+ 2022-10-14 15:24:05,691 - root - INFO - USE_SELF_LOOP=True
102
+ 2022-10-14 15:24:05,691 - root - INFO - WORD2ID=vocab.txt
103
+ 2022-10-14 15:24:05,691 - root - INFO - WORD_DIM=300
104
+ 2022-10-14 15:24:05,691 - root - INFO - WORD_EMB_FILE=word_emb.npy
105
+ 2022-10-14 15:24:05,691 - root - INFO - -------------------
106
+ 2022-10-14 15:24:38,317 - root - INFO - TEST F1: 0.7082, H1: 0.7639
107
+ 2022-10-14 15:29:06,498 - root - INFO - PARAMETER----------
108
+ 2022-10-14 15:29:06,498 - root - INFO - ALG=bfs
109
+ 2022-10-14 15:29:06,498 - root - INFO - BATCH_SIZE=8
110
+ 2022-10-14 15:29:06,498 - root - INFO - CHAR2ID=chars.txt
111
+ 2022-10-14 15:29:06,498 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/
112
+ 2022-10-14 15:29:06,498 - root - INFO - DATA_EFF=False
113
+ 2022-10-14 15:29:06,498 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/webqsp/
114
+ 2022-10-14 15:29:06,498 - root - INFO - DECAY_RATE=0.0
115
+ 2022-10-14 15:29:06,498 - root - INFO - ENTITY2ID=entities.txt
116
+ 2022-10-14 15:29:06,498 - root - INFO - ENTITY_DIM=50
117
+ 2022-10-14 15:29:06,498 - root - INFO - ENTITY_EMB_FILE=None
118
+ 2022-10-14 15:29:06,498 - root - INFO - EPS=0.95
119
+ 2022-10-14 15:29:06,498 - root - INFO - EVAL_EVERY=2
120
+ 2022-10-14 15:29:06,498 - root - INFO - EXPERIMENT_NAME=
121
+ 2022-10-14 15:29:06,498 - root - INFO - FACT_DROP=0
122
+ 2022-10-14 15:29:06,498 - root - INFO - FACT_SCALE=3
123
+ 2022-10-14 15:29:06,498 - root - INFO - GRADIENT_CLIP=1.0
124
+ 2022-10-14 15:29:06,498 - root - INFO - IS_EVAL=True
125
+ 2022-10-14 15:29:06,498 - root - INFO - KG_DIM=100
126
+ 2022-10-14 15:29:06,498 - root - INFO - KGE_FROZEN=0
127
+ 2022-10-14 15:29:06,498 - root - INFO - LABEL_SMOOTH=0.1
128
+ 2022-10-14 15:29:06,498 - root - INFO - LINEAR_DROPOUT=0.2
129
+ 2022-10-14 15:29:06,498 - root - INFO - LM=sbert
130
+ 2022-10-14 15:29:06,498 - root - INFO - LM_DROPOUT=0.3
131
+ 2022-10-14 15:29:06,498 - root - INFO - LM_FROZEN=1
132
+ 2022-10-14 15:29:06,498 - root - INFO - LOAD_CKPT_FILE=None
133
+ 2022-10-14 15:29:06,498 - root - INFO - LOAD_EXPERIMENT=ReaRev_Webqsp3t3g2-h1.ckpt
134
+ 2022-10-14 15:29:06,498 - root - INFO - LOG_LEVEL=info
135
+ 2022-10-14 15:29:06,498 - root - INFO - LOSS_TYPE=kl
136
+ 2022-10-14 15:29:06,498 - root - INFO - LR=0.0005
137
+ 2022-10-14 15:29:06,498 - root - INFO - LR_SCHEDULE=False
138
+ 2022-10-14 15:29:06,498 - root - INFO - MAX_TRAIN=200000
139
+ 2022-10-14 15:29:06,498 - root - INFO - MODEL_NAME=ReaRev
140
+ 2022-10-14 15:29:06,498 - root - INFO - NAME=webqsp
141
+ 2022-10-14 15:29:06,498 - root - INFO - NORMALIZED_GNN=False
142
+ 2022-10-14 15:29:06,498 - root - INFO - NUM_EPOCH=200
143
+ 2022-10-14 15:29:06,498 - root - INFO - NUM_GNN=3
144
+ 2022-10-14 15:29:06,498 - root - INFO - NUM_INS=2
145
+ 2022-10-14 15:29:06,498 - root - INFO - NUM_ITER=3
146
+ 2022-10-14 15:29:06,498 - root - INFO - Q_TYPE=seq
147
+ 2022-10-14 15:29:06,498 - root - INFO - REL_WORD_IDS=rel_word_idx.npy
148
+ 2022-10-14 15:29:06,498 - root - INFO - RELATION2ID=relations.txt
149
+ 2022-10-14 15:29:06,498 - root - INFO - RELATION_EMB_FILE=None
150
+ 2022-10-14 15:29:06,498 - root - INFO - RELATION_WORD_EMB=True
151
+ 2022-10-14 15:29:06,498 - root - INFO - SEED=19960626
152
+ 2022-10-14 15:29:06,499 - root - INFO - TEST_BATCH_SIZE=20
153
+ 2022-10-14 15:29:06,499 - root - INFO - USE_CUDA=True
154
+ 2022-10-14 15:29:06,499 - root - INFO - USE_SELF_LOOP=True
155
+ 2022-10-14 15:29:06,499 - root - INFO - WORD2ID=vocab.txt
156
+ 2022-10-14 15:29:06,499 - root - INFO - WORD_DIM=300
157
+ 2022-10-14 15:29:06,499 - root - INFO - WORD_EMB_FILE=word_emb.npy
158
+ 2022-10-14 15:29:06,499 - root - INFO - -------------------
159
+ 2022-10-14 15:29:39,173 - root - INFO - TEST F1: 0.7082, H1: 0.7639
160
+ 2022-10-14 15:31:34,905 - root - INFO - PARAMETER----------
161
+ 2022-10-14 15:31:34,905 - root - INFO - ALG=bfs
162
+ 2022-10-14 15:31:34,905 - root - INFO - BATCH_SIZE=8
163
+ 2022-10-14 15:31:34,905 - root - INFO - CHAR2ID=chars.txt
164
+ 2022-10-14 15:31:34,905 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/
165
+ 2022-10-14 15:31:34,905 - root - INFO - DATA_EFF=False
166
+ 2022-10-14 15:31:34,905 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/webqsp/
167
+ 2022-10-14 15:31:34,905 - root - INFO - DECAY_RATE=0.0
168
+ 2022-10-14 15:31:34,905 - root - INFO - ENTITY2ID=entities.txt
169
+ 2022-10-14 15:31:34,905 - root - INFO - ENTITY_DIM=50
170
+ 2022-10-14 15:31:34,905 - root - INFO - ENTITY_EMB_FILE=None
171
+ 2022-10-14 15:31:34,905 - root - INFO - EPS=0.95
172
+ 2022-10-14 15:31:34,905 - root - INFO - EVAL_EVERY=2
173
+ 2022-10-14 15:31:34,905 - root - INFO - EXPERIMENT_NAME=
174
+ 2022-10-14 15:31:34,905 - root - INFO - FACT_DROP=0
175
+ 2022-10-14 15:31:34,905 - root - INFO - FACT_SCALE=3
176
+ 2022-10-14 15:31:34,905 - root - INFO - GRADIENT_CLIP=1.0
177
+ 2022-10-14 15:31:34,905 - root - INFO - IS_EVAL=True
178
+ 2022-10-14 15:31:34,905 - root - INFO - KG_DIM=100
179
+ 2022-10-14 15:31:34,905 - root - INFO - KGE_FROZEN=0
180
+ 2022-10-14 15:31:34,905 - root - INFO - LABEL_SMOOTH=0.1
181
+ 2022-10-14 15:31:34,905 - root - INFO - LINEAR_DROPOUT=0.2
182
+ 2022-10-14 15:31:34,905 - root - INFO - LM=sbert
183
+ 2022-10-14 15:31:34,905 - root - INFO - LM_DROPOUT=0.3
184
+ 2022-10-14 15:31:34,905 - root - INFO - LM_FROZEN=1
185
+ 2022-10-14 15:31:34,905 - root - INFO - LOAD_CKPT_FILE=None
186
+ 2022-10-14 15:31:34,905 - root - INFO - LOAD_EXPERIMENT=ReaRev_Webqsp3t3g2-h1.ckpt
187
+ 2022-10-14 15:31:34,905 - root - INFO - LOG_LEVEL=info
188
+ 2022-10-14 15:31:34,905 - root - INFO - LOSS_TYPE=kl
189
+ 2022-10-14 15:31:34,905 - root - INFO - LR=0.0005
190
+ 2022-10-14 15:31:34,905 - root - INFO - LR_SCHEDULE=False
191
+ 2022-10-14 15:31:34,905 - root - INFO - MAX_TRAIN=200000
192
+ 2022-10-14 15:31:34,905 - root - INFO - MODEL_NAME=ReaRev
193
+ 2022-10-14 15:31:34,905 - root - INFO - NAME=webqsp
194
+ 2022-10-14 15:31:34,905 - root - INFO - NORMALIZED_GNN=False
195
+ 2022-10-14 15:31:34,905 - root - INFO - NUM_EPOCH=200
196
+ 2022-10-14 15:31:34,905 - root - INFO - NUM_GNN=3
197
+ 2022-10-14 15:31:34,905 - root - INFO - NUM_INS=2
198
+ 2022-10-14 15:31:34,905 - root - INFO - NUM_ITER=3
199
+ 2022-10-14 15:31:34,905 - root - INFO - Q_TYPE=seq
200
+ 2022-10-14 15:31:34,905 - root - INFO - REL_WORD_IDS=rel_word_idx.npy
201
+ 2022-10-14 15:31:34,905 - root - INFO - RELATION2ID=relations.txt
202
+ 2022-10-14 15:31:34,905 - root - INFO - RELATION_EMB_FILE=None
203
+ 2022-10-14 15:31:34,905 - root - INFO - RELATION_WORD_EMB=True
204
+ 2022-10-14 15:31:34,906 - root - INFO - SEED=19960626
205
+ 2022-10-14 15:31:34,906 - root - INFO - TEST_BATCH_SIZE=20
206
+ 2022-10-14 15:31:34,906 - root - INFO - USE_CUDA=True
207
+ 2022-10-14 15:31:34,906 - root - INFO - USE_SELF_LOOP=True
208
+ 2022-10-14 15:31:34,906 - root - INFO - WORD2ID=vocab.txt
209
+ 2022-10-14 15:31:34,906 - root - INFO - WORD_DIM=300
210
+ 2022-10-14 15:31:34,906 - root - INFO - WORD_EMB_FILE=word_emb.npy
211
+ 2022-10-14 15:31:34,906 - root - INFO - -------------------
212
+ 2022-10-14 15:31:55,080 - root - INFO - EVAL F1: 0.6808, H1: 0.7550
213
+ 2022-10-14 15:32:10,228 - root - INFO - TEST F1: 0.7082, H1: 0.7639
214
+ 2022-10-14 15:32:55,766 - root - INFO - PARAMETER----------
215
+ 2022-10-14 15:32:55,766 - root - INFO - ALG=bfs
216
+ 2022-10-14 15:32:55,766 - root - INFO - BATCH_SIZE=8
217
+ 2022-10-14 15:32:55,766 - root - INFO - CHAR2ID=chars.txt
218
+ 2022-10-14 15:32:55,766 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/
219
+ 2022-10-14 15:32:55,766 - root - INFO - DATA_EFF=False
220
+ 2022-10-14 15:32:55,766 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/webqsp/
221
+ 2022-10-14 15:32:55,766 - root - INFO - DECAY_RATE=0.0
222
+ 2022-10-14 15:32:55,766 - root - INFO - ENTITY2ID=entities.txt
223
+ 2022-10-14 15:32:55,766 - root - INFO - ENTITY_DIM=50
224
+ 2022-10-14 15:32:55,766 - root - INFO - ENTITY_EMB_FILE=None
225
+ 2022-10-14 15:32:55,766 - root - INFO - EPS=0.95
226
+ 2022-10-14 15:32:55,766 - root - INFO - EVAL_EVERY=2
227
+ 2022-10-14 15:32:55,766 - root - INFO - EXPERIMENT_NAME=
228
+ 2022-10-14 15:32:55,766 - root - INFO - FACT_DROP=0
229
+ 2022-10-14 15:32:55,766 - root - INFO - FACT_SCALE=3
230
+ 2022-10-14 15:32:55,766 - root - INFO - GRADIENT_CLIP=1.0
231
+ 2022-10-14 15:32:55,766 - root - INFO - IS_EVAL=True
232
+ 2022-10-14 15:32:55,766 - root - INFO - KG_DIM=100
233
+ 2022-10-14 15:32:55,766 - root - INFO - KGE_FROZEN=0
234
+ 2022-10-14 15:32:55,766 - root - INFO - LABEL_SMOOTH=0.1
235
+ 2022-10-14 15:32:55,766 - root - INFO - LINEAR_DROPOUT=0.2
236
+ 2022-10-14 15:32:55,766 - root - INFO - LM=sbert
237
+ 2022-10-14 15:32:55,766 - root - INFO - LM_DROPOUT=0.3
238
+ 2022-10-14 15:32:55,766 - root - INFO - LM_FROZEN=1
239
+ 2022-10-14 15:32:55,766 - root - INFO - LOAD_CKPT_FILE=None
240
+ 2022-10-14 15:32:55,766 - root - INFO - LOAD_EXPERIMENT=ReaRev_Webqsp3t3g2-h1.ckpt
241
+ 2022-10-14 15:32:55,766 - root - INFO - LOG_LEVEL=info
242
+ 2022-10-14 15:32:55,766 - root - INFO - LOSS_TYPE=kl
243
+ 2022-10-14 15:32:55,766 - root - INFO - LR=0.0005
244
+ 2022-10-14 15:32:55,766 - root - INFO - LR_SCHEDULE=False
245
+ 2022-10-14 15:32:55,766 - root - INFO - MAX_TRAIN=200000
246
+ 2022-10-14 15:32:55,767 - root - INFO - MODEL_NAME=ReaRev
247
+ 2022-10-14 15:32:55,767 - root - INFO - NAME=webqsp
248
+ 2022-10-14 15:32:55,767 - root - INFO - NORMALIZED_GNN=False
249
+ 2022-10-14 15:32:55,767 - root - INFO - NUM_EPOCH=200
250
+ 2022-10-14 15:32:55,767 - root - INFO - NUM_GNN=3
251
+ 2022-10-14 15:32:55,767 - root - INFO - NUM_INS=2
252
+ 2022-10-14 15:32:55,767 - root - INFO - NUM_ITER=3
253
+ 2022-10-14 15:32:55,767 - root - INFO - Q_TYPE=seq
254
+ 2022-10-14 15:32:55,767 - root - INFO - REL_WORD_IDS=rel_word_idx.npy
255
+ 2022-10-14 15:32:55,767 - root - INFO - RELATION2ID=relations.txt
256
+ 2022-10-14 15:32:55,767 - root - INFO - RELATION_EMB_FILE=None
257
+ 2022-10-14 15:32:55,767 - root - INFO - RELATION_WORD_EMB=True
258
+ 2022-10-14 15:32:55,767 - root - INFO - SEED=19960626
259
+ 2022-10-14 15:32:55,767 - root - INFO - TEST_BATCH_SIZE=20
260
+ 2022-10-14 15:32:55,767 - root - INFO - USE_CUDA=True
261
+ 2022-10-14 15:32:55,767 - root - INFO - USE_SELF_LOOP=True
262
+ 2022-10-14 15:32:55,767 - root - INFO - WORD2ID=vocab.txt
263
+ 2022-10-14 15:32:55,767 - root - INFO - WORD_DIM=300
264
+ 2022-10-14 15:32:55,767 - root - INFO - WORD_EMB_FILE=word_emb.npy
265
+ 2022-10-14 15:32:55,767 - root - INFO - -------------------
266
+ 2022-10-14 15:33:15,521 - root - INFO - EVAL F1: 0.6425, H1: 0.7470
267
+ 2022-10-14 15:33:30,955 - root - INFO - TEST F1: 0.6677, H1: 0.7566
268
+ 2022-10-14 15:34:57,352 - root - INFO - PARAMETER----------
269
+ 2022-10-14 15:34:57,352 - root - INFO - ALG=bfs
270
+ 2022-10-14 15:34:57,352 - root - INFO - BATCH_SIZE=8
271
+ 2022-10-14 15:34:57,352 - root - INFO - CHAR2ID=chars.txt
272
+ 2022-10-14 15:34:57,352 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/
273
+ 2022-10-14 15:34:57,352 - root - INFO - DATA_EFF=False
274
+ 2022-10-14 15:34:57,352 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/
275
+ 2022-10-14 15:34:57,352 - root - INFO - DECAY_RATE=0.0
276
+ 2022-10-14 15:34:57,352 - root - INFO - ENTITY2ID=entities.txt
277
+ 2022-10-14 15:34:57,352 - root - INFO - ENTITY_DIM=50
278
+ 2022-10-14 15:34:57,352 - root - INFO - ENTITY_EMB_FILE=None
279
+ 2022-10-14 15:34:57,352 - root - INFO - EPS=0.95
280
+ 2022-10-14 15:34:57,352 - root - INFO - EVAL_EVERY=2
281
+ 2022-10-14 15:34:57,352 - root - INFO - EXPERIMENT_NAME=
282
+ 2022-10-14 15:34:57,352 - root - INFO - FACT_DROP=0
283
+ 2022-10-14 15:34:57,352 - root - INFO - FACT_SCALE=3
284
+ 2022-10-14 15:34:57,352 - root - INFO - GRADIENT_CLIP=1.0
285
+ 2022-10-14 15:34:57,352 - root - INFO - IS_EVAL=True
286
+ 2022-10-14 15:34:57,353 - root - INFO - KG_DIM=100
287
+ 2022-10-14 15:34:57,353 - root - INFO - KGE_FROZEN=0
288
+ 2022-10-14 15:34:57,353 - root - INFO - LABEL_SMOOTH=0.1
289
+ 2022-10-14 15:34:57,353 - root - INFO - LINEAR_DROPOUT=0.2
290
+ 2022-10-14 15:34:57,353 - root - INFO - LM=sbert
291
+ 2022-10-14 15:34:57,353 - root - INFO - LM_DROPOUT=0.3
292
+ 2022-10-14 15:34:57,353 - root - INFO - LM_FROZEN=1
293
+ 2022-10-14 15:34:57,353 - root - INFO - LOAD_CKPT_FILE=None
294
+ 2022-10-14 15:34:57,353 - root - INFO - LOAD_EXPERIMENT=cwq233-h1.ckpt
295
+ 2022-10-14 15:34:57,353 - root - INFO - LOG_LEVEL=info
296
+ 2022-10-14 15:34:57,353 - root - INFO - LOSS_TYPE=kl
297
+ 2022-10-14 15:34:57,353 - root - INFO - LR=0.0005
298
+ 2022-10-14 15:34:57,353 - root - INFO - LR_SCHEDULE=False
299
+ 2022-10-14 15:34:57,353 - root - INFO - MAX_TRAIN=200000
300
+ 2022-10-14 15:34:57,353 - root - INFO - MODEL_NAME=ReaRev
301
+ 2022-10-14 15:34:57,353 - root - INFO - NAME=cwq
302
+ 2022-10-14 15:34:57,353 - root - INFO - NORMALIZED_GNN=False
303
+ 2022-10-14 15:34:57,353 - root - INFO - NUM_EPOCH=200
304
+ 2022-10-14 15:34:57,353 - root - INFO - NUM_GNN=3
305
+ 2022-10-14 15:34:57,353 - root - INFO - NUM_INS=3
306
+ 2022-10-14 15:34:57,353 - root - INFO - NUM_ITER=2
307
+ 2022-10-14 15:34:57,353 - root - INFO - Q_TYPE=seq
308
+ 2022-10-14 15:34:57,353 - root - INFO - REL_WORD_IDS=rel_word_idx.npy
309
+ 2022-10-14 15:34:57,353 - root - INFO - RELATION2ID=relations.txt
310
+ 2022-10-14 15:34:57,353 - root - INFO - RELATION_EMB_FILE=None
311
+ 2022-10-14 15:34:57,353 - root - INFO - RELATION_WORD_EMB=True
312
+ 2022-10-14 15:34:57,353 - root - INFO - SEED=19960626
313
+ 2022-10-14 15:34:57,353 - root - INFO - TEST_BATCH_SIZE=20
314
+ 2022-10-14 15:34:57,353 - root - INFO - USE_CUDA=True
315
+ 2022-10-14 15:34:57,353 - root - INFO - USE_SELF_LOOP=True
316
+ 2022-10-14 15:34:57,353 - root - INFO - WORD2ID=vocab.txt
317
+ 2022-10-14 15:34:57,353 - root - INFO - WORD_DIM=300
318
+ 2022-10-14 15:34:57,353 - root - INFO - WORD_EMB_FILE=word_emb.npy
319
+ 2022-10-14 15:34:57,353 - root - INFO - -------------------
320
+ 2022-10-14 15:36:11,253 - root - INFO - TEST F1: 0.4705, H1: 0.5245
321
+ 2022-10-14 15:38:25,428 - root - INFO - PARAMETER----------
322
+ 2022-10-14 15:38:25,428 - root - INFO - ALG=bfs
323
+ 2022-10-14 15:38:25,428 - root - INFO - BATCH_SIZE=8
324
+ 2022-10-14 15:38:25,428 - root - INFO - CHAR2ID=chars.txt
325
+ 2022-10-14 15:38:25,428 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/
326
+ 2022-10-14 15:38:25,428 - root - INFO - DATA_EFF=False
327
+ 2022-10-14 15:38:25,428 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/
328
+ 2022-10-14 15:38:25,428 - root - INFO - DECAY_RATE=0.0
329
+ 2022-10-14 15:38:25,428 - root - INFO - ENTITY2ID=entities.txt
330
+ 2022-10-14 15:38:25,428 - root - INFO - ENTITY_DIM=50
331
+ 2022-10-14 15:38:25,428 - root - INFO - ENTITY_EMB_FILE=None
332
+ 2022-10-14 15:38:25,428 - root - INFO - EPS=0.95
333
+ 2022-10-14 15:38:25,428 - root - INFO - EVAL_EVERY=2
334
+ 2022-10-14 15:38:25,428 - root - INFO - EXPERIMENT_NAME=
335
+ 2022-10-14 15:38:25,429 - root - INFO - FACT_DROP=0
336
+ 2022-10-14 15:38:25,429 - root - INFO - FACT_SCALE=3
337
+ 2022-10-14 15:38:25,429 - root - INFO - GRADIENT_CLIP=1.0
338
+ 2022-10-14 15:38:25,429 - root - INFO - IS_EVAL=True
339
+ 2022-10-14 15:38:25,429 - root - INFO - KG_DIM=100
340
+ 2022-10-14 15:38:25,429 - root - INFO - KGE_FROZEN=0
341
+ 2022-10-14 15:38:25,429 - root - INFO - LABEL_SMOOTH=0.1
342
+ 2022-10-14 15:38:25,429 - root - INFO - LINEAR_DROPOUT=0.2
343
+ 2022-10-14 15:38:25,429 - root - INFO - LM=sbert
344
+ 2022-10-14 15:38:25,429 - root - INFO - LM_DROPOUT=0.3
345
+ 2022-10-14 15:38:25,429 - root - INFO - LM_FROZEN=1
346
+ 2022-10-14 15:38:25,429 - root - INFO - LOAD_CKPT_FILE=None
347
+ 2022-10-14 15:38:25,429 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ-h1b.ckpt
348
+ 2022-10-14 15:38:25,429 - root - INFO - LOG_LEVEL=info
349
+ 2022-10-14 15:38:25,429 - root - INFO - LOSS_TYPE=kl
350
+ 2022-10-14 15:38:25,429 - root - INFO - LR=0.0005
351
+ 2022-10-14 15:38:25,429 - root - INFO - LR_SCHEDULE=False
352
+ 2022-10-14 15:38:25,429 - root - INFO - MAX_TRAIN=200000
353
+ 2022-10-14 15:38:25,429 - root - INFO - MODEL_NAME=ReaRev
354
+ 2022-10-14 15:38:25,429 - root - INFO - NAME=cwq
355
+ 2022-10-14 15:38:25,429 - root - INFO - NORMALIZED_GNN=False
356
+ 2022-10-14 15:38:25,429 - root - INFO - NUM_EPOCH=200
357
+ 2022-10-14 15:38:25,429 - root - INFO - NUM_GNN=3
358
+ 2022-10-14 15:38:25,429 - root - INFO - NUM_INS=3
359
+ 2022-10-14 15:38:25,429 - root - INFO - NUM_ITER=2
360
+ 2022-10-14 15:38:25,429 - root - INFO - Q_TYPE=seq
361
+ 2022-10-14 15:38:25,429 - root - INFO - REL_WORD_IDS=rel_word_idx.npy
362
+ 2022-10-14 15:38:25,429 - root - INFO - RELATION2ID=relations.txt
363
+ 2022-10-14 15:38:25,429 - root - INFO - RELATION_EMB_FILE=None
364
+ 2022-10-14 15:38:25,430 - root - INFO - RELATION_WORD_EMB=True
365
+ 2022-10-14 15:38:25,430 - root - INFO - SEED=19960626
366
+ 2022-10-14 15:38:25,430 - root - INFO - TEST_BATCH_SIZE=20
367
+ 2022-10-14 15:38:25,430 - root - INFO - USE_CUDA=True
368
+ 2022-10-14 15:38:25,430 - root - INFO - USE_SELF_LOOP=True
369
+ 2022-10-14 15:38:25,430 - root - INFO - WORD2ID=vocab.txt
370
+ 2022-10-14 15:38:25,430 - root - INFO - WORD_DIM=300
371
+ 2022-10-14 15:38:25,430 - root - INFO - WORD_EMB_FILE=word_emb.npy
372
+ 2022-10-14 15:38:25,430 - root - INFO - -------------------
373
+ 2022-10-14 15:42:00,506 - root - INFO - PARAMETER----------
374
+ 2022-10-14 15:42:00,506 - root - INFO - ALG=bfs
375
+ 2022-10-14 15:42:00,506 - root - INFO - BATCH_SIZE=8
376
+ 2022-10-14 15:42:00,506 - root - INFO - CHAR2ID=chars.txt
377
+ 2022-10-14 15:42:00,506 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/
378
+ 2022-10-14 15:42:00,506 - root - INFO - DATA_EFF=False
379
+ 2022-10-14 15:42:00,506 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/
380
+ 2022-10-14 15:42:00,506 - root - INFO - DECAY_RATE=0.0
381
+ 2022-10-14 15:42:00,506 - root - INFO - ENTITY2ID=entities.txt
382
+ 2022-10-14 15:42:00,506 - root - INFO - ENTITY_DIM=50
383
+ 2022-10-14 15:42:00,506 - root - INFO - ENTITY_EMB_FILE=None
384
+ 2022-10-14 15:42:00,506 - root - INFO - EPS=0.95
385
+ 2022-10-14 15:42:00,506 - root - INFO - EVAL_EVERY=2
386
+ 2022-10-14 15:42:00,506 - root - INFO - EXPERIMENT_NAME=
387
+ 2022-10-14 15:42:00,506 - root - INFO - FACT_DROP=0
388
+ 2022-10-14 15:42:00,506 - root - INFO - FACT_SCALE=3
389
+ 2022-10-14 15:42:00,506 - root - INFO - GRADIENT_CLIP=1.0
390
+ 2022-10-14 15:42:00,506 - root - INFO - IS_EVAL=True
391
+ 2022-10-14 15:42:00,506 - root - INFO - KG_DIM=100
392
+ 2022-10-14 15:42:00,506 - root - INFO - KGE_FROZEN=0
393
+ 2022-10-14 15:42:00,506 - root - INFO - LABEL_SMOOTH=0.1
394
+ 2022-10-14 15:42:00,506 - root - INFO - LINEAR_DROPOUT=0.2
395
+ 2022-10-14 15:42:00,506 - root - INFO - LM=sbert
396
+ 2022-10-14 15:42:00,506 - root - INFO - LM_DROPOUT=0.3
397
+ 2022-10-14 15:42:00,506 - root - INFO - LM_FROZEN=1
398
+ 2022-10-14 15:42:00,506 - root - INFO - LOAD_CKPT_FILE=None
399
+ 2022-10-14 15:42:00,506 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ-h1b.ckpt
400
+ 2022-10-14 15:42:00,506 - root - INFO - LOG_LEVEL=info
401
+ 2022-10-14 15:42:00,506 - root - INFO - LOSS_TYPE=kl
402
+ 2022-10-14 15:42:00,506 - root - INFO - LR=0.0005
403
+ 2022-10-14 15:42:00,506 - root - INFO - LR_SCHEDULE=False
404
+ 2022-10-14 15:42:00,506 - root - INFO - MAX_TRAIN=200000
405
+ 2022-10-14 15:42:00,506 - root - INFO - MODEL_NAME=ReaRev
406
+ 2022-10-14 15:42:00,506 - root - INFO - NAME=cwq
407
+ 2022-10-14 15:42:00,506 - root - INFO - NORMALIZED_GNN=False
408
+ 2022-10-14 15:42:00,506 - root - INFO - NUM_EPOCH=200
409
+ 2022-10-14 15:42:00,506 - root - INFO - NUM_GNN=3
410
+ 2022-10-14 15:42:00,506 - root - INFO - NUM_INS=3
411
+ 2022-10-14 15:42:00,506 - root - INFO - NUM_ITER=2
412
+ 2022-10-14 15:42:00,506 - root - INFO - Q_TYPE=seq
413
+ 2022-10-14 15:42:00,506 - root - INFO - REL_WORD_IDS=rel_word_idx.npy
414
+ 2022-10-14 15:42:00,506 - root - INFO - RELATION2ID=relations.txt
415
+ 2022-10-14 15:42:00,506 - root - INFO - RELATION_EMB_FILE=None
416
+ 2022-10-14 15:42:00,506 - root - INFO - RELATION_WORD_EMB=True
417
+ 2022-10-14 15:42:00,506 - root - INFO - SEED=19960626
418
+ 2022-10-14 15:42:00,506 - root - INFO - TEST_BATCH_SIZE=20
419
+ 2022-10-14 15:42:00,506 - root - INFO - USE_CUDA=True
420
+ 2022-10-14 15:42:00,506 - root - INFO - USE_SELF_LOOP=True
421
+ 2022-10-14 15:42:00,506 - root - INFO - WORD2ID=vocab.txt
422
+ 2022-10-14 15:42:00,506 - root - INFO - WORD_DIM=300
423
+ 2022-10-14 15:42:00,506 - root - INFO - WORD_EMB_FILE=word_emb.npy
424
+ 2022-10-14 15:42:00,506 - root - INFO - -------------------
425
+ 2022-10-14 15:42:42,730 - root - INFO - PARAMETER----------
426
+ 2022-10-14 15:42:42,730 - root - INFO - ALG=bfs
427
+ 2022-10-14 15:42:42,730 - root - INFO - BATCH_SIZE=8
428
+ 2022-10-14 15:42:42,730 - root - INFO - CHAR2ID=chars.txt
429
+ 2022-10-14 15:42:42,730 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/
430
+ 2022-10-14 15:42:42,730 - root - INFO - DATA_EFF=False
431
+ 2022-10-14 15:42:42,730 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/
432
+ 2022-10-14 15:42:42,730 - root - INFO - DECAY_RATE=0.0
433
+ 2022-10-14 15:42:42,730 - root - INFO - ENTITY2ID=entities.txt
434
+ 2022-10-14 15:42:42,730 - root - INFO - ENTITY_DIM=50
435
+ 2022-10-14 15:42:42,730 - root - INFO - ENTITY_EMB_FILE=None
436
+ 2022-10-14 15:42:42,730 - root - INFO - EPS=0.95
437
+ 2022-10-14 15:42:42,730 - root - INFO - EVAL_EVERY=2
438
+ 2022-10-14 15:42:42,730 - root - INFO - EXPERIMENT_NAME=
439
+ 2022-10-14 15:42:42,730 - root - INFO - FACT_DROP=0
440
+ 2022-10-14 15:42:42,730 - root - INFO - FACT_SCALE=3
441
+ 2022-10-14 15:42:42,730 - root - INFO - GRADIENT_CLIP=1.0
442
+ 2022-10-14 15:42:42,730 - root - INFO - IS_EVAL=True
443
+ 2022-10-14 15:42:42,730 - root - INFO - KG_DIM=100
444
+ 2022-10-14 15:42:42,730 - root - INFO - KGE_FROZEN=0
445
+ 2022-10-14 15:42:42,730 - root - INFO - LABEL_SMOOTH=0.1
446
+ 2022-10-14 15:42:42,730 - root - INFO - LINEAR_DROPOUT=0.2
447
+ 2022-10-14 15:42:42,730 - root - INFO - LM=sbert
448
+ 2022-10-14 15:42:42,730 - root - INFO - LM_DROPOUT=0.3
449
+ 2022-10-14 15:42:42,730 - root - INFO - LM_FROZEN=1
450
+ 2022-10-14 15:42:42,730 - root - INFO - LOAD_CKPT_FILE=None
451
+ 2022-10-14 15:42:42,730 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ-h1b.ckpt
452
+ 2022-10-14 15:42:42,730 - root - INFO - LOG_LEVEL=info
453
+ 2022-10-14 15:42:42,730 - root - INFO - LOSS_TYPE=kl
454
+ 2022-10-14 15:42:42,730 - root - INFO - LR=0.0005
455
+ 2022-10-14 15:42:42,730 - root - INFO - LR_SCHEDULE=False
456
+ 2022-10-14 15:42:42,730 - root - INFO - MAX_TRAIN=200000
457
+ 2022-10-14 15:42:42,730 - root - INFO - MODEL_NAME=ReaRev
458
+ 2022-10-14 15:42:42,730 - root - INFO - NAME=cwq
459
+ 2022-10-14 15:42:42,730 - root - INFO - NORMALIZED_GNN=False
460
+ 2022-10-14 15:42:42,730 - root - INFO - NUM_EPOCH=200
461
+ 2022-10-14 15:42:42,730 - root - INFO - NUM_GNN=3
462
+ 2022-10-14 15:42:42,730 - root - INFO - NUM_INS=3
463
+ 2022-10-14 15:42:42,730 - root - INFO - NUM_ITER=2
464
+ 2022-10-14 15:42:42,730 - root - INFO - Q_TYPE=seq
465
+ 2022-10-14 15:42:42,730 - root - INFO - REL_WORD_IDS=rel_word_idx.npy
466
+ 2022-10-14 15:42:42,730 - root - INFO - RELATION2ID=relations.txt
467
+ 2022-10-14 15:42:42,730 - root - INFO - RELATION_EMB_FILE=None
468
+ 2022-10-14 15:42:42,730 - root - INFO - RELATION_WORD_EMB=True
469
+ 2022-10-14 15:42:42,730 - root - INFO - SEED=19960626
470
+ 2022-10-14 15:42:42,730 - root - INFO - TEST_BATCH_SIZE=20
471
+ 2022-10-14 15:42:42,730 - root - INFO - USE_CUDA=True
472
+ 2022-10-14 15:42:42,730 - root - INFO - USE_SELF_LOOP=True
473
+ 2022-10-14 15:42:42,730 - root - INFO - WORD2ID=vocab.txt
474
+ 2022-10-14 15:42:42,730 - root - INFO - WORD_DIM=300
475
+ 2022-10-14 15:42:42,730 - root - INFO - WORD_EMB_FILE=word_emb.npy
476
+ 2022-10-14 15:42:42,730 - root - INFO - -------------------
477
+ 2022-10-14 15:43:38,890 - root - INFO - TEST F1: 0.4493, H1: 0.5355
478
+ 2022-10-14 15:44:43,100 - root - INFO - PARAMETER----------
479
+ 2022-10-14 15:44:43,100 - root - INFO - ALG=bfs
480
+ 2022-10-14 15:44:43,100 - root - INFO - BATCH_SIZE=8
481
+ 2022-10-14 15:44:43,100 - root - INFO - CHAR2ID=chars.txt
482
+ 2022-10-14 15:44:43,100 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/
483
+ 2022-10-14 15:44:43,100 - root - INFO - DATA_EFF=False
484
+ 2022-10-14 15:44:43,100 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/
485
+ 2022-10-14 15:44:43,100 - root - INFO - DECAY_RATE=0.0
486
+ 2022-10-14 15:44:43,100 - root - INFO - ENTITY2ID=entities.txt
487
+ 2022-10-14 15:44:43,100 - root - INFO - ENTITY_DIM=50
488
+ 2022-10-14 15:44:43,100 - root - INFO - ENTITY_EMB_FILE=None
489
+ 2022-10-14 15:44:43,100 - root - INFO - EPS=0.95
490
+ 2022-10-14 15:44:43,100 - root - INFO - EVAL_EVERY=2
491
+ 2022-10-14 15:44:43,100 - root - INFO - EXPERIMENT_NAME=
492
+ 2022-10-14 15:44:43,100 - root - INFO - FACT_DROP=0
493
+ 2022-10-14 15:44:43,100 - root - INFO - FACT_SCALE=3
494
+ 2022-10-14 15:44:43,100 - root - INFO - GRADIENT_CLIP=1.0
495
+ 2022-10-14 15:44:43,100 - root - INFO - IS_EVAL=True
496
+ 2022-10-14 15:44:43,100 - root - INFO - KG_DIM=100
497
+ 2022-10-14 15:44:43,100 - root - INFO - KGE_FROZEN=0
498
+ 2022-10-14 15:44:43,100 - root - INFO - LABEL_SMOOTH=0.1
499
+ 2022-10-14 15:44:43,100 - root - INFO - LINEAR_DROPOUT=0.2
500
+ 2022-10-14 15:44:43,100 - root - INFO - LM=sbert
501
+ 2022-10-14 15:44:43,100 - root - INFO - LM_DROPOUT=0.3
502
+ 2022-10-14 15:44:43,100 - root - INFO - LM_FROZEN=1
503
+ 2022-10-14 15:44:43,100 - root - INFO - LOAD_CKPT_FILE=None
504
+ 2022-10-14 15:44:43,101 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ-h1.ckpt
505
+ 2022-10-14 15:44:43,101 - root - INFO - LOG_LEVEL=info
506
+ 2022-10-14 15:44:43,101 - root - INFO - LOSS_TYPE=kl
507
+ 2022-10-14 15:44:43,101 - root - INFO - LR=0.0005
508
+ 2022-10-14 15:44:43,101 - root - INFO - LR_SCHEDULE=False
509
+ 2022-10-14 15:44:43,101 - root - INFO - MAX_TRAIN=200000
510
+ 2022-10-14 15:44:43,101 - root - INFO - MODEL_NAME=ReaRev
511
+ 2022-10-14 15:44:43,101 - root - INFO - NAME=cwq
512
+ 2022-10-14 15:44:43,101 - root - INFO - NORMALIZED_GNN=False
513
+ 2022-10-14 15:44:43,101 - root - INFO - NUM_EPOCH=200
514
+ 2022-10-14 15:44:43,101 - root - INFO - NUM_GNN=3
515
+ 2022-10-14 15:44:43,101 - root - INFO - NUM_INS=3
516
+ 2022-10-14 15:44:43,101 - root - INFO - NUM_ITER=2
517
+ 2022-10-14 15:44:43,101 - root - INFO - Q_TYPE=seq
518
+ 2022-10-14 15:44:43,101 - root - INFO - REL_WORD_IDS=rel_word_idx.npy
519
+ 2022-10-14 15:44:43,101 - root - INFO - RELATION2ID=relations.txt
520
+ 2022-10-14 15:44:43,101 - root - INFO - RELATION_EMB_FILE=None
521
+ 2022-10-14 15:44:43,101 - root - INFO - RELATION_WORD_EMB=True
522
+ 2022-10-14 15:44:43,101 - root - INFO - SEED=19960626
523
+ 2022-10-14 15:44:43,101 - root - INFO - TEST_BATCH_SIZE=20
524
+ 2022-10-14 15:44:43,101 - root - INFO - USE_CUDA=True
525
+ 2022-10-14 15:44:43,101 - root - INFO - USE_SELF_LOOP=True
526
+ 2022-10-14 15:44:43,101 - root - INFO - WORD2ID=vocab.txt
527
+ 2022-10-14 15:44:43,101 - root - INFO - WORD_DIM=300
528
+ 2022-10-14 15:44:43,101 - root - INFO - WORD_EMB_FILE=word_emb.npy
529
+ 2022-10-14 15:44:43,101 - root - INFO - -------------------
530
+ 2022-10-14 15:45:38,436 - root - INFO - TEST F1: 0.4668, H1: 0.5225
531
+ 2022-10-14 15:46:08,833 - root - INFO - PARAMETER----------
532
+ 2022-10-14 15:46:08,833 - root - INFO - ALG=bfs
533
+ 2022-10-14 15:46:08,833 - root - INFO - BATCH_SIZE=8
534
+ 2022-10-14 15:46:08,833 - root - INFO - CHAR2ID=chars.txt
535
+ 2022-10-14 15:46:08,833 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/
536
+ 2022-10-14 15:46:08,833 - root - INFO - DATA_EFF=False
537
+ 2022-10-14 15:46:08,833 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/
538
+ 2022-10-14 15:46:08,833 - root - INFO - DECAY_RATE=0.0
539
+ 2022-10-14 15:46:08,833 - root - INFO - ENTITY2ID=entities.txt
540
+ 2022-10-14 15:46:08,833 - root - INFO - ENTITY_DIM=50
541
+ 2022-10-14 15:46:08,833 - root - INFO - ENTITY_EMB_FILE=None
542
+ 2022-10-14 15:46:08,833 - root - INFO - EPS=0.95
543
+ 2022-10-14 15:46:08,833 - root - INFO - EVAL_EVERY=2
544
+ 2022-10-14 15:46:08,833 - root - INFO - EXPERIMENT_NAME=
545
+ 2022-10-14 15:46:08,833 - root - INFO - FACT_DROP=0
546
+ 2022-10-14 15:46:08,833 - root - INFO - FACT_SCALE=3
547
+ 2022-10-14 15:46:08,833 - root - INFO - GRADIENT_CLIP=1.0
548
+ 2022-10-14 15:46:08,833 - root - INFO - IS_EVAL=True
549
+ 2022-10-14 15:46:08,833 - root - INFO - KG_DIM=100
550
+ 2022-10-14 15:46:08,833 - root - INFO - KGE_FROZEN=0
551
+ 2022-10-14 15:46:08,833 - root - INFO - LABEL_SMOOTH=0.1
552
+ 2022-10-14 15:46:08,833 - root - INFO - LINEAR_DROPOUT=0.2
553
+ 2022-10-14 15:46:08,833 - root - INFO - LM=sbert
554
+ 2022-10-14 15:46:08,833 - root - INFO - LM_DROPOUT=0.3
555
+ 2022-10-14 15:46:08,833 - root - INFO - LM_FROZEN=1
556
+ 2022-10-14 15:46:08,833 - root - INFO - LOAD_CKPT_FILE=None
557
+ 2022-10-14 15:46:08,833 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ-f1.ckpt
558
+ 2022-10-14 15:46:08,833 - root - INFO - LOG_LEVEL=info
559
+ 2022-10-14 15:46:08,833 - root - INFO - LOSS_TYPE=kl
560
+ 2022-10-14 15:46:08,833 - root - INFO - LR=0.0005
561
+ 2022-10-14 15:46:08,833 - root - INFO - LR_SCHEDULE=False
562
+ 2022-10-14 15:46:08,833 - root - INFO - MAX_TRAIN=200000
563
+ 2022-10-14 15:46:08,833 - root - INFO - MODEL_NAME=ReaRev
564
+ 2022-10-14 15:46:08,833 - root - INFO - NAME=cwq
565
+ 2022-10-14 15:46:08,833 - root - INFO - NORMALIZED_GNN=False
566
+ 2022-10-14 15:46:08,833 - root - INFO - NUM_EPOCH=200
567
+ 2022-10-14 15:46:08,833 - root - INFO - NUM_GNN=3
568
+ 2022-10-14 15:46:08,833 - root - INFO - NUM_INS=3
569
+ 2022-10-14 15:46:08,833 - root - INFO - NUM_ITER=2
570
+ 2022-10-14 15:46:08,833 - root - INFO - Q_TYPE=seq
571
+ 2022-10-14 15:46:08,833 - root - INFO - REL_WORD_IDS=rel_word_idx.npy
572
+ 2022-10-14 15:46:08,834 - root - INFO - RELATION2ID=relations.txt
573
+ 2022-10-14 15:46:08,834 - root - INFO - RELATION_EMB_FILE=None
574
+ 2022-10-14 15:46:08,834 - root - INFO - RELATION_WORD_EMB=True
575
+ 2022-10-14 15:46:08,834 - root - INFO - SEED=19960626
576
+ 2022-10-14 15:46:08,834 - root - INFO - TEST_BATCH_SIZE=20
577
+ 2022-10-14 15:46:08,834 - root - INFO - USE_CUDA=True
578
+ 2022-10-14 15:46:08,834 - root - INFO - USE_SELF_LOOP=True
579
+ 2022-10-14 15:46:08,834 - root - INFO - WORD2ID=vocab.txt
580
+ 2022-10-14 15:46:08,834 - root - INFO - WORD_DIM=300
581
+ 2022-10-14 15:46:08,834 - root - INFO - WORD_EMB_FILE=word_emb.npy
582
+ 2022-10-14 15:46:08,834 - root - INFO - -------------------
583
+ 2022-10-14 15:47:04,925 - root - INFO - TEST F1: 0.4815, H1: 0.5208
584
+ 2022-10-14 15:49:15,519 - root - INFO - PARAMETER----------
585
+ 2022-10-14 15:49:15,519 - root - INFO - ALG=bfs
586
+ 2022-10-14 15:49:15,519 - root - INFO - BATCH_SIZE=8
587
+ 2022-10-14 15:49:15,519 - root - INFO - CHAR2ID=chars.txt
588
+ 2022-10-14 15:49:15,519 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/
589
+ 2022-10-14 15:49:15,519 - root - INFO - DATA_EFF=False
590
+ 2022-10-14 15:49:15,519 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/
591
+ 2022-10-14 15:49:15,519 - root - INFO - DECAY_RATE=0.0
592
+ 2022-10-14 15:49:15,519 - root - INFO - ENTITY2ID=entities.txt
593
+ 2022-10-14 15:49:15,519 - root - INFO - ENTITY_DIM=50
594
+ 2022-10-14 15:49:15,519 - root - INFO - ENTITY_EMB_FILE=None
595
+ 2022-10-14 15:49:15,519 - root - INFO - EPS=0.95
596
+ 2022-10-14 15:49:15,519 - root - INFO - EVAL_EVERY=2
597
+ 2022-10-14 15:49:15,519 - root - INFO - EXPERIMENT_NAME=
598
+ 2022-10-14 15:49:15,519 - root - INFO - FACT_DROP=0
599
+ 2022-10-14 15:49:15,519 - root - INFO - FACT_SCALE=3
600
+ 2022-10-14 15:49:15,519 - root - INFO - GRADIENT_CLIP=1.0
601
+ 2022-10-14 15:49:15,519 - root - INFO - IS_EVAL=True
602
+ 2022-10-14 15:49:15,519 - root - INFO - KG_DIM=100
603
+ 2022-10-14 15:49:15,519 - root - INFO - KGE_FROZEN=0
604
+ 2022-10-14 15:49:15,520 - root - INFO - LABEL_SMOOTH=0.1
605
+ 2022-10-14 15:49:15,520 - root - INFO - LINEAR_DROPOUT=0.2
606
+ 2022-10-14 15:49:15,520 - root - INFO - LM=sbert
607
+ 2022-10-14 15:49:15,520 - root - INFO - LM_DROPOUT=0.3
608
+ 2022-10-14 15:49:15,520 - root - INFO - LM_FROZEN=1
609
+ 2022-10-14 15:49:15,520 - root - INFO - LOAD_CKPT_FILE=None
610
+ 2022-10-14 15:49:15,520 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ-final.ckpt
611
+ 2022-10-14 15:49:15,520 - root - INFO - LOG_LEVEL=info
612
+ 2022-10-14 15:49:15,520 - root - INFO - LOSS_TYPE=kl
613
+ 2022-10-14 15:49:15,520 - root - INFO - LR=0.0005
614
+ 2022-10-14 15:49:15,520 - root - INFO - LR_SCHEDULE=False
615
+ 2022-10-14 15:49:15,520 - root - INFO - MAX_TRAIN=200000
616
+ 2022-10-14 15:49:15,520 - root - INFO - MODEL_NAME=ReaRev
617
+ 2022-10-14 15:49:15,520 - root - INFO - NAME=cwq
618
+ 2022-10-14 15:49:15,520 - root - INFO - NORMALIZED_GNN=False
619
+ 2022-10-14 15:49:15,520 - root - INFO - NUM_EPOCH=200
620
+ 2022-10-14 15:49:15,520 - root - INFO - NUM_GNN=3
621
+ 2022-10-14 15:49:15,520 - root - INFO - NUM_INS=3
622
+ 2022-10-14 15:49:15,520 - root - INFO - NUM_ITER=2
623
+ 2022-10-14 15:49:15,520 - root - INFO - Q_TYPE=seq
624
+ 2022-10-14 15:49:15,520 - root - INFO - REL_WORD_IDS=rel_word_idx.npy
625
+ 2022-10-14 15:49:15,520 - root - INFO - RELATION2ID=relations.txt
626
+ 2022-10-14 15:49:15,520 - root - INFO - RELATION_EMB_FILE=None
627
+ 2022-10-14 15:49:15,520 - root - INFO - RELATION_WORD_EMB=True
628
+ 2022-10-14 15:49:15,520 - root - INFO - SEED=19960626
629
+ 2022-10-14 15:49:15,520 - root - INFO - TEST_BATCH_SIZE=20
630
+ 2022-10-14 15:49:15,520 - root - INFO - USE_CUDA=True
631
+ 2022-10-14 15:49:15,520 - root - INFO - USE_SELF_LOOP=True
632
+ 2022-10-14 15:49:15,520 - root - INFO - WORD2ID=vocab.txt
633
+ 2022-10-14 15:49:15,520 - root - INFO - WORD_DIM=300
634
+ 2022-10-14 15:49:15,520 - root - INFO - WORD_EMB_FILE=word_emb.npy
635
+ 2022-10-14 15:49:15,520 - root - INFO - -------------------
636
+ 2022-10-14 15:50:11,671 - root - INFO - TEST F1: 0.4735, H1: 0.5256
637
+ 2022-10-14 17:01:16,348 - root - INFO - PARAMETER----------
638
+ 2022-10-14 17:01:16,348 - root - INFO - ALG=bfs
639
+ 2022-10-14 17:01:16,348 - root - INFO - BATCH_SIZE=8
640
+ 2022-10-14 17:01:16,348 - root - INFO - CHAR2ID=chars.txt
641
+ 2022-10-14 17:01:16,348 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/
642
+ 2022-10-14 17:01:16,348 - root - INFO - DATA_EFF=False
643
+ 2022-10-14 17:01:16,348 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/
644
+ 2022-10-14 17:01:16,348 - root - INFO - DECAY_RATE=0.0
645
+ 2022-10-14 17:01:16,348 - root - INFO - ENTITY2ID=entities.txt
646
+ 2022-10-14 17:01:16,349 - root - INFO - ENTITY_DIM=50
647
+ 2022-10-14 17:01:16,349 - root - INFO - ENTITY_EMB_FILE=None
648
+ 2022-10-14 17:01:16,349 - root - INFO - EPS=0.95
649
+ 2022-10-14 17:01:16,349 - root - INFO - EVAL_EVERY=2
650
+ 2022-10-14 17:01:16,349 - root - INFO - EXPERIMENT_NAME=
651
+ 2022-10-14 17:01:16,349 - root - INFO - FACT_DROP=0
652
+ 2022-10-14 17:01:16,349 - root - INFO - FACT_SCALE=3
653
+ 2022-10-14 17:01:16,349 - root - INFO - GRADIENT_CLIP=1.0
654
+ 2022-10-14 17:01:16,349 - root - INFO - IS_EVAL=True
655
+ 2022-10-14 17:01:16,349 - root - INFO - KG_DIM=100
656
+ 2022-10-14 17:01:16,349 - root - INFO - KGE_FROZEN=0
657
+ 2022-10-14 17:01:16,349 - root - INFO - LABEL_SMOOTH=0.1
658
+ 2022-10-14 17:01:16,349 - root - INFO - LINEAR_DROPOUT=0.2
659
+ 2022-10-14 17:01:16,349 - root - INFO - LM=sbert
660
+ 2022-10-14 17:01:16,349 - root - INFO - LM_DROPOUT=0.3
661
+ 2022-10-14 17:01:16,349 - root - INFO - LM_FROZEN=1
662
+ 2022-10-14 17:01:16,349 - root - INFO - LOAD_CKPT_FILE=None
663
+ 2022-10-14 17:01:16,349 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ2-h1.ckpt
664
+ 2022-10-14 17:01:16,349 - root - INFO - LOG_LEVEL=info
665
+ 2022-10-14 17:01:16,349 - root - INFO - LOSS_TYPE=kl
666
+ 2022-10-14 17:01:16,349 - root - INFO - LR=0.0005
667
+ 2022-10-14 17:01:16,349 - root - INFO - LR_SCHEDULE=False
668
+ 2022-10-14 17:01:16,349 - root - INFO - MAX_TRAIN=200000
669
+ 2022-10-14 17:01:16,349 - root - INFO - MODEL_NAME=ReaRev
670
+ 2022-10-14 17:01:16,349 - root - INFO - NAME=cwq
671
+ 2022-10-14 17:01:16,349 - root - INFO - NORMALIZED_GNN=False
672
+ 2022-10-14 17:01:16,349 - root - INFO - NUM_EPOCH=200
673
+ 2022-10-14 17:01:16,349 - root - INFO - NUM_GNN=3
674
+ 2022-10-14 17:01:16,349 - root - INFO - NUM_INS=3
675
+ 2022-10-14 17:01:16,349 - root - INFO - NUM_ITER=2
676
+ 2022-10-14 17:01:16,349 - root - INFO - Q_TYPE=seq
677
+ 2022-10-14 17:01:16,349 - root - INFO - REL_WORD_IDS=rel_word_idx.npy
678
+ 2022-10-14 17:01:16,349 - root - INFO - RELATION2ID=relations.txt
679
+ 2022-10-14 17:01:16,349 - root - INFO - RELATION_EMB_FILE=None
680
+ 2022-10-14 17:01:16,349 - root - INFO - RELATION_WORD_EMB=True
681
+ 2022-10-14 17:01:16,349 - root - INFO - SEED=19960626
682
+ 2022-10-14 17:01:16,349 - root - INFO - TEST_BATCH_SIZE=20
683
+ 2022-10-14 17:01:16,349 - root - INFO - USE_CUDA=True
684
+ 2022-10-14 17:01:16,349 - root - INFO - USE_SELF_LOOP=True
685
+ 2022-10-14 17:01:16,349 - root - INFO - WORD2ID=vocab.txt
686
+ 2022-10-14 17:01:16,349 - root - INFO - WORD_DIM=300
687
+ 2022-10-14 17:01:16,349 - root - INFO - WORD_EMB_FILE=word_emb.npy
688
+ 2022-10-14 17:01:16,349 - root - INFO - -------------------
689
+ 2022-10-14 17:02:12,472 - root - INFO - TEST F1: 0.4782, H1: 0.5290
690
+ 2022-10-14 17:06:45,827 - root - INFO - PARAMETER----------
691
+ 2022-10-14 17:06:45,827 - root - INFO - ALG=bfs
692
+ 2022-10-14 17:06:45,827 - root - INFO - BATCH_SIZE=8
693
+ 2022-10-14 17:06:45,827 - root - INFO - CHAR2ID=chars.txt
694
+ 2022-10-14 17:06:45,827 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/
695
+ 2022-10-14 17:06:45,827 - root - INFO - DATA_EFF=False
696
+ 2022-10-14 17:06:45,827 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/
697
+ 2022-10-14 17:06:45,827 - root - INFO - DECAY_RATE=0.0
698
+ 2022-10-14 17:06:45,827 - root - INFO - ENTITY2ID=entities.txt
699
+ 2022-10-14 17:06:45,827 - root - INFO - ENTITY_DIM=50
700
+ 2022-10-14 17:06:45,827 - root - INFO - ENTITY_EMB_FILE=None
701
+ 2022-10-14 17:06:45,827 - root - INFO - EPS=0.95
702
+ 2022-10-14 17:06:45,827 - root - INFO - EVAL_EVERY=2
703
+ 2022-10-14 17:06:45,827 - root - INFO - EXPERIMENT_NAME=
704
+ 2022-10-14 17:06:45,827 - root - INFO - FACT_DROP=0
705
+ 2022-10-14 17:06:45,827 - root - INFO - FACT_SCALE=3
706
+ 2022-10-14 17:06:45,827 - root - INFO - GRADIENT_CLIP=1.0
707
+ 2022-10-14 17:06:45,827 - root - INFO - IS_EVAL=True
708
+ 2022-10-14 17:06:45,827 - root - INFO - KG_DIM=100
709
+ 2022-10-14 17:06:45,827 - root - INFO - KGE_FROZEN=0
710
+ 2022-10-14 17:06:45,827 - root - INFO - LABEL_SMOOTH=0.1
711
+ 2022-10-14 17:06:45,827 - root - INFO - LINEAR_DROPOUT=0.2
712
+ 2022-10-14 17:06:45,827 - root - INFO - LM=sbert
713
+ 2022-10-14 17:06:45,827 - root - INFO - LM_DROPOUT=0.3
714
+ 2022-10-14 17:06:45,827 - root - INFO - LM_FROZEN=1
715
+ 2022-10-14 17:06:45,827 - root - INFO - LOAD_CKPT_FILE=None
716
+ 2022-10-14 17:06:45,827 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ2-h1.ckpt
717
+ 2022-10-14 17:06:45,827 - root - INFO - LOG_LEVEL=info
718
+ 2022-10-14 17:06:45,827 - root - INFO - LOSS_TYPE=kl
719
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720
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741
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795
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849
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850
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957
+ 2022-10-24 18:24:28,395 - root - INFO - -------------------
958
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959
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