| 2022-10-13 13:12:09,122 - root - INFO - PARAMETER---------- | |
| 2022-10-13 13:12:09,122 - root - INFO - ALG=bfs | |
| 2022-10-13 13:12:09,122 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-13 13:12:09,122 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-13 13:12:09,122 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-13 13:12:09,122 - root - INFO - DATA_EFF=False | |
| 2022-10-13 13:12:09,122 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/ | |
| 2022-10-13 13:12:09,122 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-13 13:12:09,122 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-13 13:12:09,122 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-13 13:12:09,122 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-13 13:12:09,122 - root - INFO - EPS=0.95 | |
| 2022-10-13 13:12:09,122 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-13 13:12:09,123 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-13 13:12:09,123 - root - INFO - FACT_DROP=0 | |
| 2022-10-13 13:12:09,123 - root - INFO - FACT_SCALE=3 | |
| 2022-10-13 13:12:09,123 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-13 13:12:09,123 - root - INFO - IS_EVAL=True | |
| 2022-10-13 13:12:09,123 - root - INFO - KG_DIM=100 | |
| 2022-10-13 13:12:09,123 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-13 13:12:09,123 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-13 13:12:09,123 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-13 13:12:09,123 - root - INFO - LM=sbert | |
| 2022-10-13 13:12:09,123 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-13 13:12:09,123 - root - INFO - LM_FROZEN=1 | |
| 2022-10-13 13:12:09,123 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-13 13:12:09,123 - root - INFO - LOAD_EXPERIMENT=cwq233-h1.ckpt | |
| 2022-10-13 13:12:09,123 - root - INFO - LOG_LEVEL=info | |
| 2022-10-13 13:12:09,123 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-13 13:12:09,123 - root - INFO - LR=0.0005 | |
| 2022-10-13 13:12:09,123 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-13 13:12:09,123 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-13 13:12:09,123 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-13 13:12:09,123 - root - INFO - NAME=webqsp | |
| 2022-10-13 13:12:09,123 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-13 13:12:09,123 - root - INFO - NUM_EPOCH=50 | |
| 2022-10-13 13:12:09,123 - root - INFO - NUM_GNN=3 | |
| 2022-10-13 13:12:09,123 - root - INFO - NUM_INS=3 | |
| 2022-10-13 13:12:09,123 - root - INFO - NUM_ITER=2 | |
| 2022-10-13 13:12:09,123 - root - INFO - Q_TYPE=seq | |
| 2022-10-13 13:12:09,123 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-13 13:12:09,123 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-13 13:12:09,123 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-13 13:12:09,123 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-13 13:12:09,123 - root - INFO - SEED=19960626 | |
| 2022-10-13 13:12:09,123 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-13 13:12:09,123 - root - INFO - USE_CUDA=True | |
| 2022-10-13 13:12:09,123 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-13 13:12:09,123 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-13 13:12:09,123 - root - INFO - WORD_DIM=300 | |
| 2022-10-13 13:12:09,123 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-13 13:12:09,123 - root - INFO - ------------------- | |
| 2022-10-13 13:13:22,468 - root - INFO - TEST F1: 0.3334, H1: 0.4288 | |
| 2022-10-14 15:24:05,690 - root - INFO - PARAMETER---------- | |
| 2022-10-14 15:24:05,690 - root - INFO - ALG=bfs | |
| 2022-10-14 15:24:05,690 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-14 15:24:05,690 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-14 15:24:05,690 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-14 15:24:05,690 - root - INFO - DATA_EFF=False | |
| 2022-10-14 15:24:05,690 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/webqsp/ | |
| 2022-10-14 15:24:05,690 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-14 15:24:05,690 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-14 15:24:05,690 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-14 15:24:05,690 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-14 15:24:05,690 - root - INFO - EPS=0.95 | |
| 2022-10-14 15:24:05,690 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-14 15:24:05,690 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-14 15:24:05,690 - root - INFO - FACT_DROP=0 | |
| 2022-10-14 15:24:05,690 - root - INFO - FACT_SCALE=3 | |
| 2022-10-14 15:24:05,690 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-14 15:24:05,690 - root - INFO - IS_EVAL=True | |
| 2022-10-14 15:24:05,690 - root - INFO - KG_DIM=100 | |
| 2022-10-14 15:24:05,690 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-14 15:24:05,690 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-14 15:24:05,690 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-14 15:24:05,690 - root - INFO - LM=sbert | |
| 2022-10-14 15:24:05,690 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-14 15:24:05,690 - root - INFO - LM_FROZEN=1 | |
| 2022-10-14 15:24:05,690 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-14 15:24:05,690 - root - INFO - LOAD_EXPERIMENT=ReaRev_Webqsp3t3g2-h1.ckpt | |
| 2022-10-14 15:24:05,690 - root - INFO - LOG_LEVEL=info | |
| 2022-10-14 15:24:05,690 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-14 15:24:05,690 - root - INFO - LR=0.0005 | |
| 2022-10-14 15:24:05,690 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-14 15:24:05,690 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-14 15:24:05,690 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-14 15:24:05,690 - root - INFO - NAME=webqsp | |
| 2022-10-14 15:24:05,690 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-14 15:24:05,690 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-14 15:24:05,690 - root - INFO - NUM_GNN=3 | |
| 2022-10-14 15:24:05,690 - root - INFO - NUM_INS=2 | |
| 2022-10-14 15:24:05,690 - root - INFO - NUM_ITER=3 | |
| 2022-10-14 15:24:05,690 - root - INFO - Q_TYPE=seq | |
| 2022-10-14 15:24:05,690 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-14 15:24:05,690 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-14 15:24:05,690 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-14 15:24:05,690 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-14 15:24:05,690 - root - INFO - SEED=19960626 | |
| 2022-10-14 15:24:05,691 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-14 15:24:05,691 - root - INFO - USE_CUDA=True | |
| 2022-10-14 15:24:05,691 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-14 15:24:05,691 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-14 15:24:05,691 - root - INFO - WORD_DIM=300 | |
| 2022-10-14 15:24:05,691 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-14 15:24:05,691 - root - INFO - ------------------- | |
| 2022-10-14 15:24:38,317 - root - INFO - TEST F1: 0.7082, H1: 0.7639 | |
| 2022-10-14 15:29:06,498 - root - INFO - PARAMETER---------- | |
| 2022-10-14 15:29:06,498 - root - INFO - ALG=bfs | |
| 2022-10-14 15:29:06,498 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-14 15:29:06,498 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-14 15:29:06,498 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-14 15:29:06,498 - root - INFO - DATA_EFF=False | |
| 2022-10-14 15:29:06,498 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/webqsp/ | |
| 2022-10-14 15:29:06,498 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-14 15:29:06,498 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-14 15:29:06,498 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-14 15:29:06,498 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-14 15:29:06,498 - root - INFO - EPS=0.95 | |
| 2022-10-14 15:29:06,498 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-14 15:29:06,498 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-14 15:29:06,498 - root - INFO - FACT_DROP=0 | |
| 2022-10-14 15:29:06,498 - root - INFO - FACT_SCALE=3 | |
| 2022-10-14 15:29:06,498 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-14 15:29:06,498 - root - INFO - IS_EVAL=True | |
| 2022-10-14 15:29:06,498 - root - INFO - KG_DIM=100 | |
| 2022-10-14 15:29:06,498 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-14 15:29:06,498 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-14 15:29:06,498 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-14 15:29:06,498 - root - INFO - LM=sbert | |
| 2022-10-14 15:29:06,498 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-14 15:29:06,498 - root - INFO - LM_FROZEN=1 | |
| 2022-10-14 15:29:06,498 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-14 15:29:06,498 - root - INFO - LOAD_EXPERIMENT=ReaRev_Webqsp3t3g2-h1.ckpt | |
| 2022-10-14 15:29:06,498 - root - INFO - LOG_LEVEL=info | |
| 2022-10-14 15:29:06,498 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-14 15:29:06,498 - root - INFO - LR=0.0005 | |
| 2022-10-14 15:29:06,498 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-14 15:29:06,498 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-14 15:29:06,498 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-14 15:29:06,498 - root - INFO - NAME=webqsp | |
| 2022-10-14 15:29:06,498 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-14 15:29:06,498 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-14 15:29:06,498 - root - INFO - NUM_GNN=3 | |
| 2022-10-14 15:29:06,498 - root - INFO - NUM_INS=2 | |
| 2022-10-14 15:29:06,498 - root - INFO - NUM_ITER=3 | |
| 2022-10-14 15:29:06,498 - root - INFO - Q_TYPE=seq | |
| 2022-10-14 15:29:06,498 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-14 15:29:06,498 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-14 15:29:06,498 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-14 15:29:06,498 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-14 15:29:06,498 - root - INFO - SEED=19960626 | |
| 2022-10-14 15:29:06,499 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-14 15:29:06,499 - root - INFO - USE_CUDA=True | |
| 2022-10-14 15:29:06,499 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-14 15:29:06,499 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-14 15:29:06,499 - root - INFO - WORD_DIM=300 | |
| 2022-10-14 15:29:06,499 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-14 15:29:06,499 - root - INFO - ------------------- | |
| 2022-10-14 15:29:39,173 - root - INFO - TEST F1: 0.7082, H1: 0.7639 | |
| 2022-10-14 15:31:34,905 - root - INFO - PARAMETER---------- | |
| 2022-10-14 15:31:34,905 - root - INFO - ALG=bfs | |
| 2022-10-14 15:31:34,905 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-14 15:31:34,905 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-14 15:31:34,905 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-14 15:31:34,905 - root - INFO - DATA_EFF=False | |
| 2022-10-14 15:31:34,905 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/webqsp/ | |
| 2022-10-14 15:31:34,905 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-14 15:31:34,905 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-14 15:31:34,905 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-14 15:31:34,905 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-14 15:31:34,905 - root - INFO - EPS=0.95 | |
| 2022-10-14 15:31:34,905 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-14 15:31:34,905 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-14 15:31:34,905 - root - INFO - FACT_DROP=0 | |
| 2022-10-14 15:31:34,905 - root - INFO - FACT_SCALE=3 | |
| 2022-10-14 15:31:34,905 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-14 15:31:34,905 - root - INFO - IS_EVAL=True | |
| 2022-10-14 15:31:34,905 - root - INFO - KG_DIM=100 | |
| 2022-10-14 15:31:34,905 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-14 15:31:34,905 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-14 15:31:34,905 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-14 15:31:34,905 - root - INFO - LM=sbert | |
| 2022-10-14 15:31:34,905 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-14 15:31:34,905 - root - INFO - LM_FROZEN=1 | |
| 2022-10-14 15:31:34,905 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-14 15:31:34,905 - root - INFO - LOAD_EXPERIMENT=ReaRev_Webqsp3t3g2-h1.ckpt | |
| 2022-10-14 15:31:34,905 - root - INFO - LOG_LEVEL=info | |
| 2022-10-14 15:31:34,905 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-14 15:31:34,905 - root - INFO - LR=0.0005 | |
| 2022-10-14 15:31:34,905 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-14 15:31:34,905 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-14 15:31:34,905 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-14 15:31:34,905 - root - INFO - NAME=webqsp | |
| 2022-10-14 15:31:34,905 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-14 15:31:34,905 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-14 15:31:34,905 - root - INFO - NUM_GNN=3 | |
| 2022-10-14 15:31:34,905 - root - INFO - NUM_INS=2 | |
| 2022-10-14 15:31:34,905 - root - INFO - NUM_ITER=3 | |
| 2022-10-14 15:31:34,905 - root - INFO - Q_TYPE=seq | |
| 2022-10-14 15:31:34,905 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-14 15:31:34,905 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-14 15:31:34,905 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-14 15:31:34,905 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-14 15:31:34,906 - root - INFO - SEED=19960626 | |
| 2022-10-14 15:31:34,906 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-14 15:31:34,906 - root - INFO - USE_CUDA=True | |
| 2022-10-14 15:31:34,906 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-14 15:31:34,906 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-14 15:31:34,906 - root - INFO - WORD_DIM=300 | |
| 2022-10-14 15:31:34,906 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-14 15:31:34,906 - root - INFO - ------------------- | |
| 2022-10-14 15:31:55,080 - root - INFO - EVAL F1: 0.6808, H1: 0.7550 | |
| 2022-10-14 15:32:10,228 - root - INFO - TEST F1: 0.7082, H1: 0.7639 | |
| 2022-10-14 15:32:55,766 - root - INFO - PARAMETER---------- | |
| 2022-10-14 15:32:55,766 - root - INFO - ALG=bfs | |
| 2022-10-14 15:32:55,766 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-14 15:32:55,766 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-14 15:32:55,766 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-14 15:32:55,766 - root - INFO - DATA_EFF=False | |
| 2022-10-14 15:32:55,766 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/webqsp/ | |
| 2022-10-14 15:32:55,766 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-14 15:32:55,766 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-14 15:32:55,766 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-14 15:32:55,766 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-14 15:32:55,766 - root - INFO - EPS=0.95 | |
| 2022-10-14 15:32:55,766 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-14 15:32:55,766 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-14 15:32:55,766 - root - INFO - FACT_DROP=0 | |
| 2022-10-14 15:32:55,766 - root - INFO - FACT_SCALE=3 | |
| 2022-10-14 15:32:55,766 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-14 15:32:55,766 - root - INFO - IS_EVAL=True | |
| 2022-10-14 15:32:55,766 - root - INFO - KG_DIM=100 | |
| 2022-10-14 15:32:55,766 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-14 15:32:55,766 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-14 15:32:55,766 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-14 15:32:55,766 - root - INFO - LM=sbert | |
| 2022-10-14 15:32:55,766 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-14 15:32:55,766 - root - INFO - LM_FROZEN=1 | |
| 2022-10-14 15:32:55,766 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-14 15:32:55,766 - root - INFO - LOAD_EXPERIMENT=ReaRev_Webqsp3t3g2-h1.ckpt | |
| 2022-10-14 15:32:55,766 - root - INFO - LOG_LEVEL=info | |
| 2022-10-14 15:32:55,766 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-14 15:32:55,766 - root - INFO - LR=0.0005 | |
| 2022-10-14 15:32:55,766 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-14 15:32:55,766 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-14 15:32:55,767 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-14 15:32:55,767 - root - INFO - NAME=webqsp | |
| 2022-10-14 15:32:55,767 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-14 15:32:55,767 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-14 15:32:55,767 - root - INFO - NUM_GNN=3 | |
| 2022-10-14 15:32:55,767 - root - INFO - NUM_INS=2 | |
| 2022-10-14 15:32:55,767 - root - INFO - NUM_ITER=3 | |
| 2022-10-14 15:32:55,767 - root - INFO - Q_TYPE=seq | |
| 2022-10-14 15:32:55,767 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-14 15:32:55,767 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-14 15:32:55,767 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-14 15:32:55,767 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-14 15:32:55,767 - root - INFO - SEED=19960626 | |
| 2022-10-14 15:32:55,767 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-14 15:32:55,767 - root - INFO - USE_CUDA=True | |
| 2022-10-14 15:32:55,767 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-14 15:32:55,767 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-14 15:32:55,767 - root - INFO - WORD_DIM=300 | |
| 2022-10-14 15:32:55,767 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-14 15:32:55,767 - root - INFO - ------------------- | |
| 2022-10-14 15:33:15,521 - root - INFO - EVAL F1: 0.6425, H1: 0.7470 | |
| 2022-10-14 15:33:30,955 - root - INFO - TEST F1: 0.6677, H1: 0.7566 | |
| 2022-10-14 15:34:57,352 - root - INFO - PARAMETER---------- | |
| 2022-10-14 15:34:57,352 - root - INFO - ALG=bfs | |
| 2022-10-14 15:34:57,352 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-14 15:34:57,352 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-14 15:34:57,352 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-14 15:34:57,352 - root - INFO - DATA_EFF=False | |
| 2022-10-14 15:34:57,352 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/ | |
| 2022-10-14 15:34:57,352 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-14 15:34:57,352 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-14 15:34:57,352 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-14 15:34:57,352 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-14 15:34:57,352 - root - INFO - EPS=0.95 | |
| 2022-10-14 15:34:57,352 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-14 15:34:57,352 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-14 15:34:57,352 - root - INFO - FACT_DROP=0 | |
| 2022-10-14 15:34:57,352 - root - INFO - FACT_SCALE=3 | |
| 2022-10-14 15:34:57,352 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-14 15:34:57,352 - root - INFO - IS_EVAL=True | |
| 2022-10-14 15:34:57,353 - root - INFO - KG_DIM=100 | |
| 2022-10-14 15:34:57,353 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-14 15:34:57,353 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-14 15:34:57,353 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-14 15:34:57,353 - root - INFO - LM=sbert | |
| 2022-10-14 15:34:57,353 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-14 15:34:57,353 - root - INFO - LM_FROZEN=1 | |
| 2022-10-14 15:34:57,353 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-14 15:34:57,353 - root - INFO - LOAD_EXPERIMENT=cwq233-h1.ckpt | |
| 2022-10-14 15:34:57,353 - root - INFO - LOG_LEVEL=info | |
| 2022-10-14 15:34:57,353 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-14 15:34:57,353 - root - INFO - LR=0.0005 | |
| 2022-10-14 15:34:57,353 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-14 15:34:57,353 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-14 15:34:57,353 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-14 15:34:57,353 - root - INFO - NAME=cwq | |
| 2022-10-14 15:34:57,353 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-14 15:34:57,353 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-14 15:34:57,353 - root - INFO - NUM_GNN=3 | |
| 2022-10-14 15:34:57,353 - root - INFO - NUM_INS=3 | |
| 2022-10-14 15:34:57,353 - root - INFO - NUM_ITER=2 | |
| 2022-10-14 15:34:57,353 - root - INFO - Q_TYPE=seq | |
| 2022-10-14 15:34:57,353 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-14 15:34:57,353 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-14 15:34:57,353 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-14 15:34:57,353 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-14 15:34:57,353 - root - INFO - SEED=19960626 | |
| 2022-10-14 15:34:57,353 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-14 15:34:57,353 - root - INFO - USE_CUDA=True | |
| 2022-10-14 15:34:57,353 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-14 15:34:57,353 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-14 15:34:57,353 - root - INFO - WORD_DIM=300 | |
| 2022-10-14 15:34:57,353 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-14 15:34:57,353 - root - INFO - ------------------- | |
| 2022-10-14 15:36:11,253 - root - INFO - TEST F1: 0.4705, H1: 0.5245 | |
| 2022-10-14 15:38:25,428 - root - INFO - PARAMETER---------- | |
| 2022-10-14 15:38:25,428 - root - INFO - ALG=bfs | |
| 2022-10-14 15:38:25,428 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-14 15:38:25,428 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-14 15:38:25,428 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-14 15:38:25,428 - root - INFO - DATA_EFF=False | |
| 2022-10-14 15:38:25,428 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/ | |
| 2022-10-14 15:38:25,428 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-14 15:38:25,428 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-14 15:38:25,428 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-14 15:38:25,428 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-14 15:38:25,428 - root - INFO - EPS=0.95 | |
| 2022-10-14 15:38:25,428 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-14 15:38:25,428 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-14 15:38:25,429 - root - INFO - FACT_DROP=0 | |
| 2022-10-14 15:38:25,429 - root - INFO - FACT_SCALE=3 | |
| 2022-10-14 15:38:25,429 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-14 15:38:25,429 - root - INFO - IS_EVAL=True | |
| 2022-10-14 15:38:25,429 - root - INFO - KG_DIM=100 | |
| 2022-10-14 15:38:25,429 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-14 15:38:25,429 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-14 15:38:25,429 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-14 15:38:25,429 - root - INFO - LM=sbert | |
| 2022-10-14 15:38:25,429 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-14 15:38:25,429 - root - INFO - LM_FROZEN=1 | |
| 2022-10-14 15:38:25,429 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-14 15:38:25,429 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ-h1b.ckpt | |
| 2022-10-14 15:38:25,429 - root - INFO - LOG_LEVEL=info | |
| 2022-10-14 15:38:25,429 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-14 15:38:25,429 - root - INFO - LR=0.0005 | |
| 2022-10-14 15:38:25,429 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-14 15:38:25,429 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-14 15:38:25,429 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-14 15:38:25,429 - root - INFO - NAME=cwq | |
| 2022-10-14 15:38:25,429 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-14 15:38:25,429 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-14 15:38:25,429 - root - INFO - NUM_GNN=3 | |
| 2022-10-14 15:38:25,429 - root - INFO - NUM_INS=3 | |
| 2022-10-14 15:38:25,429 - root - INFO - NUM_ITER=2 | |
| 2022-10-14 15:38:25,429 - root - INFO - Q_TYPE=seq | |
| 2022-10-14 15:38:25,429 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-14 15:38:25,429 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-14 15:38:25,429 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-14 15:38:25,430 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-14 15:38:25,430 - root - INFO - SEED=19960626 | |
| 2022-10-14 15:38:25,430 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-14 15:38:25,430 - root - INFO - USE_CUDA=True | |
| 2022-10-14 15:38:25,430 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-14 15:38:25,430 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-14 15:38:25,430 - root - INFO - WORD_DIM=300 | |
| 2022-10-14 15:38:25,430 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-14 15:38:25,430 - root - INFO - ------------------- | |
| 2022-10-14 15:42:00,506 - root - INFO - PARAMETER---------- | |
| 2022-10-14 15:42:00,506 - root - INFO - ALG=bfs | |
| 2022-10-14 15:42:00,506 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-14 15:42:00,506 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-14 15:42:00,506 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-14 15:42:00,506 - root - INFO - DATA_EFF=False | |
| 2022-10-14 15:42:00,506 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/ | |
| 2022-10-14 15:42:00,506 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-14 15:42:00,506 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-14 15:42:00,506 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-14 15:42:00,506 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-14 15:42:00,506 - root - INFO - EPS=0.95 | |
| 2022-10-14 15:42:00,506 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-14 15:42:00,506 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-14 15:42:00,506 - root - INFO - FACT_DROP=0 | |
| 2022-10-14 15:42:00,506 - root - INFO - FACT_SCALE=3 | |
| 2022-10-14 15:42:00,506 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-14 15:42:00,506 - root - INFO - IS_EVAL=True | |
| 2022-10-14 15:42:00,506 - root - INFO - KG_DIM=100 | |
| 2022-10-14 15:42:00,506 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-14 15:42:00,506 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-14 15:42:00,506 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-14 15:42:00,506 - root - INFO - LM=sbert | |
| 2022-10-14 15:42:00,506 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-14 15:42:00,506 - root - INFO - LM_FROZEN=1 | |
| 2022-10-14 15:42:00,506 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-14 15:42:00,506 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ-h1b.ckpt | |
| 2022-10-14 15:42:00,506 - root - INFO - LOG_LEVEL=info | |
| 2022-10-14 15:42:00,506 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-14 15:42:00,506 - root - INFO - LR=0.0005 | |
| 2022-10-14 15:42:00,506 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-14 15:42:00,506 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-14 15:42:00,506 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-14 15:42:00,506 - root - INFO - NAME=cwq | |
| 2022-10-14 15:42:00,506 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-14 15:42:00,506 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-14 15:42:00,506 - root - INFO - NUM_GNN=3 | |
| 2022-10-14 15:42:00,506 - root - INFO - NUM_INS=3 | |
| 2022-10-14 15:42:00,506 - root - INFO - NUM_ITER=2 | |
| 2022-10-14 15:42:00,506 - root - INFO - Q_TYPE=seq | |
| 2022-10-14 15:42:00,506 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-14 15:42:00,506 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-14 15:42:00,506 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-14 15:42:00,506 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-14 15:42:00,506 - root - INFO - SEED=19960626 | |
| 2022-10-14 15:42:00,506 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-14 15:42:00,506 - root - INFO - USE_CUDA=True | |
| 2022-10-14 15:42:00,506 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-14 15:42:00,506 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-14 15:42:00,506 - root - INFO - WORD_DIM=300 | |
| 2022-10-14 15:42:00,506 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-14 15:42:00,506 - root - INFO - ------------------- | |
| 2022-10-14 15:42:42,730 - root - INFO - PARAMETER---------- | |
| 2022-10-14 15:42:42,730 - root - INFO - ALG=bfs | |
| 2022-10-14 15:42:42,730 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-14 15:42:42,730 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-14 15:42:42,730 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-14 15:42:42,730 - root - INFO - DATA_EFF=False | |
| 2022-10-14 15:42:42,730 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/ | |
| 2022-10-14 15:42:42,730 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-14 15:42:42,730 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-14 15:42:42,730 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-14 15:42:42,730 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-14 15:42:42,730 - root - INFO - EPS=0.95 | |
| 2022-10-14 15:42:42,730 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-14 15:42:42,730 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-14 15:42:42,730 - root - INFO - FACT_DROP=0 | |
| 2022-10-14 15:42:42,730 - root - INFO - FACT_SCALE=3 | |
| 2022-10-14 15:42:42,730 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-14 15:42:42,730 - root - INFO - IS_EVAL=True | |
| 2022-10-14 15:42:42,730 - root - INFO - KG_DIM=100 | |
| 2022-10-14 15:42:42,730 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-14 15:42:42,730 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-14 15:42:42,730 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-14 15:42:42,730 - root - INFO - LM=sbert | |
| 2022-10-14 15:42:42,730 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-14 15:42:42,730 - root - INFO - LM_FROZEN=1 | |
| 2022-10-14 15:42:42,730 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-14 15:42:42,730 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ-h1b.ckpt | |
| 2022-10-14 15:42:42,730 - root - INFO - LOG_LEVEL=info | |
| 2022-10-14 15:42:42,730 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-14 15:42:42,730 - root - INFO - LR=0.0005 | |
| 2022-10-14 15:42:42,730 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-14 15:42:42,730 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-14 15:42:42,730 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-14 15:42:42,730 - root - INFO - NAME=cwq | |
| 2022-10-14 15:42:42,730 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-14 15:42:42,730 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-14 15:42:42,730 - root - INFO - NUM_GNN=3 | |
| 2022-10-14 15:42:42,730 - root - INFO - NUM_INS=3 | |
| 2022-10-14 15:42:42,730 - root - INFO - NUM_ITER=2 | |
| 2022-10-14 15:42:42,730 - root - INFO - Q_TYPE=seq | |
| 2022-10-14 15:42:42,730 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-14 15:42:42,730 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-14 15:42:42,730 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-14 15:42:42,730 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-14 15:42:42,730 - root - INFO - SEED=19960626 | |
| 2022-10-14 15:42:42,730 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-14 15:42:42,730 - root - INFO - USE_CUDA=True | |
| 2022-10-14 15:42:42,730 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-14 15:42:42,730 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-14 15:42:42,730 - root - INFO - WORD_DIM=300 | |
| 2022-10-14 15:42:42,730 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-14 15:42:42,730 - root - INFO - ------------------- | |
| 2022-10-14 15:43:38,890 - root - INFO - TEST F1: 0.4493, H1: 0.5355 | |
| 2022-10-14 15:44:43,100 - root - INFO - PARAMETER---------- | |
| 2022-10-14 15:44:43,100 - root - INFO - ALG=bfs | |
| 2022-10-14 15:44:43,100 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-14 15:44:43,100 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-14 15:44:43,100 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-14 15:44:43,100 - root - INFO - DATA_EFF=False | |
| 2022-10-14 15:44:43,100 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/ | |
| 2022-10-14 15:44:43,100 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-14 15:44:43,100 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-14 15:44:43,100 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-14 15:44:43,100 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-14 15:44:43,100 - root - INFO - EPS=0.95 | |
| 2022-10-14 15:44:43,100 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-14 15:44:43,100 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-14 15:44:43,100 - root - INFO - FACT_DROP=0 | |
| 2022-10-14 15:44:43,100 - root - INFO - FACT_SCALE=3 | |
| 2022-10-14 15:44:43,100 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-14 15:44:43,100 - root - INFO - IS_EVAL=True | |
| 2022-10-14 15:44:43,100 - root - INFO - KG_DIM=100 | |
| 2022-10-14 15:44:43,100 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-14 15:44:43,100 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-14 15:44:43,100 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-14 15:44:43,100 - root - INFO - LM=sbert | |
| 2022-10-14 15:44:43,100 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-14 15:44:43,100 - root - INFO - LM_FROZEN=1 | |
| 2022-10-14 15:44:43,100 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-14 15:44:43,101 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ-h1.ckpt | |
| 2022-10-14 15:44:43,101 - root - INFO - LOG_LEVEL=info | |
| 2022-10-14 15:44:43,101 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-14 15:44:43,101 - root - INFO - LR=0.0005 | |
| 2022-10-14 15:44:43,101 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-14 15:44:43,101 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-14 15:44:43,101 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-14 15:44:43,101 - root - INFO - NAME=cwq | |
| 2022-10-14 15:44:43,101 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-14 15:44:43,101 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-14 15:44:43,101 - root - INFO - NUM_GNN=3 | |
| 2022-10-14 15:44:43,101 - root - INFO - NUM_INS=3 | |
| 2022-10-14 15:44:43,101 - root - INFO - NUM_ITER=2 | |
| 2022-10-14 15:44:43,101 - root - INFO - Q_TYPE=seq | |
| 2022-10-14 15:44:43,101 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-14 15:44:43,101 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-14 15:44:43,101 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-14 15:44:43,101 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-14 15:44:43,101 - root - INFO - SEED=19960626 | |
| 2022-10-14 15:44:43,101 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-14 15:44:43,101 - root - INFO - USE_CUDA=True | |
| 2022-10-14 15:44:43,101 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-14 15:44:43,101 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-14 15:44:43,101 - root - INFO - WORD_DIM=300 | |
| 2022-10-14 15:44:43,101 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-14 15:44:43,101 - root - INFO - ------------------- | |
| 2022-10-14 15:45:38,436 - root - INFO - TEST F1: 0.4668, H1: 0.5225 | |
| 2022-10-14 15:46:08,833 - root - INFO - PARAMETER---------- | |
| 2022-10-14 15:46:08,833 - root - INFO - ALG=bfs | |
| 2022-10-14 15:46:08,833 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-14 15:46:08,833 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-14 15:46:08,833 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-14 15:46:08,833 - root - INFO - DATA_EFF=False | |
| 2022-10-14 15:46:08,833 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/ | |
| 2022-10-14 15:46:08,833 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-14 15:46:08,833 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-14 15:46:08,833 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-14 15:46:08,833 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-14 15:46:08,833 - root - INFO - EPS=0.95 | |
| 2022-10-14 15:46:08,833 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-14 15:46:08,833 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-14 15:46:08,833 - root - INFO - FACT_DROP=0 | |
| 2022-10-14 15:46:08,833 - root - INFO - FACT_SCALE=3 | |
| 2022-10-14 15:46:08,833 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-14 15:46:08,833 - root - INFO - IS_EVAL=True | |
| 2022-10-14 15:46:08,833 - root - INFO - KG_DIM=100 | |
| 2022-10-14 15:46:08,833 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-14 15:46:08,833 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-14 15:46:08,833 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-14 15:46:08,833 - root - INFO - LM=sbert | |
| 2022-10-14 15:46:08,833 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-14 15:46:08,833 - root - INFO - LM_FROZEN=1 | |
| 2022-10-14 15:46:08,833 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-14 15:46:08,833 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ-f1.ckpt | |
| 2022-10-14 15:46:08,833 - root - INFO - LOG_LEVEL=info | |
| 2022-10-14 15:46:08,833 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-14 15:46:08,833 - root - INFO - LR=0.0005 | |
| 2022-10-14 15:46:08,833 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-14 15:46:08,833 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-14 15:46:08,833 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-14 15:46:08,833 - root - INFO - NAME=cwq | |
| 2022-10-14 15:46:08,833 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-14 15:46:08,833 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-14 15:46:08,833 - root - INFO - NUM_GNN=3 | |
| 2022-10-14 15:46:08,833 - root - INFO - NUM_INS=3 | |
| 2022-10-14 15:46:08,833 - root - INFO - NUM_ITER=2 | |
| 2022-10-14 15:46:08,833 - root - INFO - Q_TYPE=seq | |
| 2022-10-14 15:46:08,833 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-14 15:46:08,834 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-14 15:46:08,834 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-14 15:46:08,834 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-14 15:46:08,834 - root - INFO - SEED=19960626 | |
| 2022-10-14 15:46:08,834 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-14 15:46:08,834 - root - INFO - USE_CUDA=True | |
| 2022-10-14 15:46:08,834 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-14 15:46:08,834 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-14 15:46:08,834 - root - INFO - WORD_DIM=300 | |
| 2022-10-14 15:46:08,834 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-14 15:46:08,834 - root - INFO - ------------------- | |
| 2022-10-14 15:47:04,925 - root - INFO - TEST F1: 0.4815, H1: 0.5208 | |
| 2022-10-14 15:49:15,519 - root - INFO - PARAMETER---------- | |
| 2022-10-14 15:49:15,519 - root - INFO - ALG=bfs | |
| 2022-10-14 15:49:15,519 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-14 15:49:15,519 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-14 15:49:15,519 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-14 15:49:15,519 - root - INFO - DATA_EFF=False | |
| 2022-10-14 15:49:15,519 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/ | |
| 2022-10-14 15:49:15,519 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-14 15:49:15,519 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-14 15:49:15,519 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-14 15:49:15,519 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-14 15:49:15,519 - root - INFO - EPS=0.95 | |
| 2022-10-14 15:49:15,519 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-14 15:49:15,519 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-14 15:49:15,519 - root - INFO - FACT_DROP=0 | |
| 2022-10-14 15:49:15,519 - root - INFO - FACT_SCALE=3 | |
| 2022-10-14 15:49:15,519 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-14 15:49:15,519 - root - INFO - IS_EVAL=True | |
| 2022-10-14 15:49:15,519 - root - INFO - KG_DIM=100 | |
| 2022-10-14 15:49:15,519 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-14 15:49:15,520 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-14 15:49:15,520 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-14 15:49:15,520 - root - INFO - LM=sbert | |
| 2022-10-14 15:49:15,520 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-14 15:49:15,520 - root - INFO - LM_FROZEN=1 | |
| 2022-10-14 15:49:15,520 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-14 15:49:15,520 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ-final.ckpt | |
| 2022-10-14 15:49:15,520 - root - INFO - LOG_LEVEL=info | |
| 2022-10-14 15:49:15,520 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-14 15:49:15,520 - root - INFO - LR=0.0005 | |
| 2022-10-14 15:49:15,520 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-14 15:49:15,520 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-14 15:49:15,520 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-14 15:49:15,520 - root - INFO - NAME=cwq | |
| 2022-10-14 15:49:15,520 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-14 15:49:15,520 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-14 15:49:15,520 - root - INFO - NUM_GNN=3 | |
| 2022-10-14 15:49:15,520 - root - INFO - NUM_INS=3 | |
| 2022-10-14 15:49:15,520 - root - INFO - NUM_ITER=2 | |
| 2022-10-14 15:49:15,520 - root - INFO - Q_TYPE=seq | |
| 2022-10-14 15:49:15,520 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-14 15:49:15,520 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-14 15:49:15,520 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-14 15:49:15,520 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-14 15:49:15,520 - root - INFO - SEED=19960626 | |
| 2022-10-14 15:49:15,520 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-14 15:49:15,520 - root - INFO - USE_CUDA=True | |
| 2022-10-14 15:49:15,520 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-14 15:49:15,520 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-14 15:49:15,520 - root - INFO - WORD_DIM=300 | |
| 2022-10-14 15:49:15,520 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-14 15:49:15,520 - root - INFO - ------------------- | |
| 2022-10-14 15:50:11,671 - root - INFO - TEST F1: 0.4735, H1: 0.5256 | |
| 2022-10-14 17:01:16,348 - root - INFO - PARAMETER---------- | |
| 2022-10-14 17:01:16,348 - root - INFO - ALG=bfs | |
| 2022-10-14 17:01:16,348 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-14 17:01:16,348 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-14 17:01:16,348 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-14 17:01:16,348 - root - INFO - DATA_EFF=False | |
| 2022-10-14 17:01:16,348 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/ | |
| 2022-10-14 17:01:16,348 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-14 17:01:16,348 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-14 17:01:16,349 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-14 17:01:16,349 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-14 17:01:16,349 - root - INFO - EPS=0.95 | |
| 2022-10-14 17:01:16,349 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-14 17:01:16,349 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-14 17:01:16,349 - root - INFO - FACT_DROP=0 | |
| 2022-10-14 17:01:16,349 - root - INFO - FACT_SCALE=3 | |
| 2022-10-14 17:01:16,349 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-14 17:01:16,349 - root - INFO - IS_EVAL=True | |
| 2022-10-14 17:01:16,349 - root - INFO - KG_DIM=100 | |
| 2022-10-14 17:01:16,349 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-14 17:01:16,349 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-14 17:01:16,349 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-14 17:01:16,349 - root - INFO - LM=sbert | |
| 2022-10-14 17:01:16,349 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-14 17:01:16,349 - root - INFO - LM_FROZEN=1 | |
| 2022-10-14 17:01:16,349 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-14 17:01:16,349 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ2-h1.ckpt | |
| 2022-10-14 17:01:16,349 - root - INFO - LOG_LEVEL=info | |
| 2022-10-14 17:01:16,349 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-14 17:01:16,349 - root - INFO - LR=0.0005 | |
| 2022-10-14 17:01:16,349 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-14 17:01:16,349 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-14 17:01:16,349 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-14 17:01:16,349 - root - INFO - NAME=cwq | |
| 2022-10-14 17:01:16,349 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-14 17:01:16,349 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-14 17:01:16,349 - root - INFO - NUM_GNN=3 | |
| 2022-10-14 17:01:16,349 - root - INFO - NUM_INS=3 | |
| 2022-10-14 17:01:16,349 - root - INFO - NUM_ITER=2 | |
| 2022-10-14 17:01:16,349 - root - INFO - Q_TYPE=seq | |
| 2022-10-14 17:01:16,349 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-14 17:01:16,349 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-14 17:01:16,349 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-14 17:01:16,349 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-14 17:01:16,349 - root - INFO - SEED=19960626 | |
| 2022-10-14 17:01:16,349 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-14 17:01:16,349 - root - INFO - USE_CUDA=True | |
| 2022-10-14 17:01:16,349 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-14 17:01:16,349 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-14 17:01:16,349 - root - INFO - WORD_DIM=300 | |
| 2022-10-14 17:01:16,349 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-14 17:01:16,349 - root - INFO - ------------------- | |
| 2022-10-14 17:02:12,472 - root - INFO - TEST F1: 0.4782, H1: 0.5290 | |
| 2022-10-14 17:06:45,827 - root - INFO - PARAMETER---------- | |
| 2022-10-14 17:06:45,827 - root - INFO - ALG=bfs | |
| 2022-10-14 17:06:45,827 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-14 17:06:45,827 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-14 17:06:45,827 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-14 17:06:45,827 - root - INFO - DATA_EFF=False | |
| 2022-10-14 17:06:45,827 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/ | |
| 2022-10-14 17:06:45,827 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-14 17:06:45,827 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-14 17:06:45,827 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-14 17:06:45,827 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-14 17:06:45,827 - root - INFO - EPS=0.95 | |
| 2022-10-14 17:06:45,827 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-14 17:06:45,827 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-14 17:06:45,827 - root - INFO - FACT_DROP=0 | |
| 2022-10-14 17:06:45,827 - root - INFO - FACT_SCALE=3 | |
| 2022-10-14 17:06:45,827 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-14 17:06:45,827 - root - INFO - IS_EVAL=True | |
| 2022-10-14 17:06:45,827 - root - INFO - KG_DIM=100 | |
| 2022-10-14 17:06:45,827 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-14 17:06:45,827 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-14 17:06:45,827 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-14 17:06:45,827 - root - INFO - LM=sbert | |
| 2022-10-14 17:06:45,827 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-14 17:06:45,827 - root - INFO - LM_FROZEN=1 | |
| 2022-10-14 17:06:45,827 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-14 17:06:45,827 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ2-h1.ckpt | |
| 2022-10-14 17:06:45,827 - root - INFO - LOG_LEVEL=info | |
| 2022-10-14 17:06:45,827 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-14 17:06:45,827 - root - INFO - LR=0.0005 | |
| 2022-10-14 17:06:45,827 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-14 17:06:45,827 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-14 17:06:45,827 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-14 17:06:45,827 - root - INFO - NAME=cwq | |
| 2022-10-14 17:06:45,827 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-14 17:06:45,827 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-14 17:06:45,827 - root - INFO - NUM_GNN=3 | |
| 2022-10-14 17:06:45,827 - root - INFO - NUM_INS=3 | |
| 2022-10-14 17:06:45,827 - root - INFO - NUM_ITER=2 | |
| 2022-10-14 17:06:45,827 - root - INFO - Q_TYPE=seq | |
| 2022-10-14 17:06:45,827 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-14 17:06:45,827 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-14 17:06:45,827 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-14 17:06:45,827 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-14 17:06:45,827 - root - INFO - SEED=19960626 | |
| 2022-10-14 17:06:45,827 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-14 17:06:45,827 - root - INFO - USE_CUDA=True | |
| 2022-10-14 17:06:45,827 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-14 17:06:45,827 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-14 17:06:45,827 - root - INFO - WORD_DIM=300 | |
| 2022-10-14 17:06:45,827 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-14 17:06:45,827 - root - INFO - ------------------- | |
| 2022-10-14 17:07:59,221 - root - INFO - EVAL F1: 0.5209, H1: 0.5737 | |
| 2022-10-14 17:08:32,976 - root - INFO - TEST F1: 0.4782, H1: 0.5290 | |
| 2022-10-14 17:09:34,260 - root - INFO - PARAMETER---------- | |
| 2022-10-14 17:09:34,260 - root - INFO - ALG=bfs | |
| 2022-10-14 17:09:34,260 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-14 17:09:34,260 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-14 17:09:34,260 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-14 17:09:34,260 - root - INFO - DATA_EFF=False | |
| 2022-10-14 17:09:34,260 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/webqsp/ | |
| 2022-10-14 17:09:34,260 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-14 17:09:34,260 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-14 17:09:34,260 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-14 17:09:34,260 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-14 17:09:34,260 - root - INFO - EPS=0.95 | |
| 2022-10-14 17:09:34,260 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-14 17:09:34,261 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-14 17:09:34,261 - root - INFO - FACT_DROP=0 | |
| 2022-10-14 17:09:34,261 - root - INFO - FACT_SCALE=3 | |
| 2022-10-14 17:09:34,261 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-14 17:09:34,261 - root - INFO - IS_EVAL=True | |
| 2022-10-14 17:09:34,261 - root - INFO - KG_DIM=100 | |
| 2022-10-14 17:09:34,261 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-14 17:09:34,261 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-14 17:09:34,261 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-14 17:09:34,261 - root - INFO - LM=sbert | |
| 2022-10-14 17:09:34,261 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-14 17:09:34,261 - root - INFO - LM_FROZEN=1 | |
| 2022-10-14 17:09:34,261 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-14 17:09:34,261 - root - INFO - LOAD_EXPERIMENT=ReaRev_Webqsp3t3g2-h1.ckpt | |
| 2022-10-14 17:09:34,261 - root - INFO - LOG_LEVEL=info | |
| 2022-10-14 17:09:34,261 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-14 17:09:34,261 - root - INFO - LR=0.0005 | |
| 2022-10-14 17:09:34,261 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-14 17:09:34,261 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-14 17:09:34,261 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-14 17:09:34,261 - root - INFO - NAME=webqsp | |
| 2022-10-14 17:09:34,261 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-14 17:09:34,261 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-14 17:09:34,261 - root - INFO - NUM_GNN=3 | |
| 2022-10-14 17:09:34,261 - root - INFO - NUM_INS=2 | |
| 2022-10-14 17:09:34,261 - root - INFO - NUM_ITER=3 | |
| 2022-10-14 17:09:34,261 - root - INFO - Q_TYPE=seq | |
| 2022-10-14 17:09:34,261 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-14 17:09:34,261 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-14 17:09:34,261 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-14 17:09:34,261 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-14 17:09:34,261 - root - INFO - SEED=19960626 | |
| 2022-10-14 17:09:34,261 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-14 17:09:34,261 - root - INFO - USE_CUDA=True | |
| 2022-10-14 17:09:34,261 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-14 17:09:34,261 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-14 17:09:34,261 - root - INFO - WORD_DIM=300 | |
| 2022-10-14 17:09:34,261 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-14 17:09:34,261 - root - INFO - ------------------- | |
| 2022-10-14 17:09:53,972 - root - INFO - EVAL F1: 0.6808, H1: 0.7550 | |
| 2022-10-14 17:10:09,371 - root - INFO - TEST F1: 0.7082, H1: 0.7639 | |
| 2022-10-24 18:19:16,316 - root - INFO - PARAMETER---------- | |
| 2022-10-24 18:19:16,316 - root - INFO - ALG=bfs | |
| 2022-10-24 18:19:16,316 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-24 18:19:16,316 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-24 18:19:16,316 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-24 18:19:16,316 - root - INFO - DATA_EFF=False | |
| 2022-10-24 18:19:16,316 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/CWQ/ | |
| 2022-10-24 18:19:16,316 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-24 18:19:16,316 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-24 18:19:16,316 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-24 18:19:16,316 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-24 18:19:16,316 - root - INFO - EPS=0.95 | |
| 2022-10-24 18:19:16,316 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-24 18:19:16,316 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-24 18:19:16,317 - root - INFO - FACT_DROP=0 | |
| 2022-10-24 18:19:16,317 - root - INFO - FACT_SCALE=3 | |
| 2022-10-24 18:19:16,317 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-24 18:19:16,317 - root - INFO - IS_EVAL=True | |
| 2022-10-24 18:19:16,317 - root - INFO - KG_DIM=100 | |
| 2022-10-24 18:19:16,317 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-24 18:19:16,317 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-24 18:19:16,317 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-24 18:19:16,317 - root - INFO - LM=sbert | |
| 2022-10-24 18:19:16,317 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-24 18:19:16,317 - root - INFO - LM_FROZEN=1 | |
| 2022-10-24 18:19:16,317 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-24 18:19:16,317 - root - INFO - LOAD_EXPERIMENT=ReaRev_CWQ2-h1.ckpt | |
| 2022-10-24 18:19:16,317 - root - INFO - LOG_LEVEL=info | |
| 2022-10-24 18:19:16,317 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-24 18:19:16,317 - root - INFO - LR=0.0005 | |
| 2022-10-24 18:19:16,317 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-24 18:19:16,317 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-24 18:19:16,317 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-24 18:19:16,317 - root - INFO - NAME=cwq | |
| 2022-10-24 18:19:16,317 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-24 18:19:16,317 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-24 18:19:16,317 - root - INFO - NUM_GNN=3 | |
| 2022-10-24 18:19:16,317 - root - INFO - NUM_INS=3 | |
| 2022-10-24 18:19:16,317 - root - INFO - NUM_ITER=2 | |
| 2022-10-24 18:19:16,317 - root - INFO - Q_TYPE=seq | |
| 2022-10-24 18:19:16,317 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-24 18:19:16,317 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-24 18:19:16,317 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-24 18:19:16,317 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-24 18:19:16,317 - root - INFO - SEED=19960626 | |
| 2022-10-24 18:19:16,317 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-24 18:19:16,317 - root - INFO - USE_CUDA=True | |
| 2022-10-24 18:19:16,317 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-24 18:19:16,317 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-24 18:19:16,317 - root - INFO - WORD_DIM=300 | |
| 2022-10-24 18:19:16,317 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-24 18:19:16,317 - root - INFO - ------------------- | |
| 2022-10-24 18:20:30,088 - root - INFO - EVAL F1: 0.5209, H1: 0.5737 | |
| 2022-10-24 18:21:03,996 - root - INFO - TEST F1: 0.4782, H1: 0.5290 | |
| 2022-10-24 18:22:24,702 - root - INFO - PARAMETER---------- | |
| 2022-10-24 18:22:24,703 - root - INFO - ALG=bfs | |
| 2022-10-24 18:22:24,703 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-24 18:22:24,703 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-24 18:22:24,703 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-24 18:22:24,703 - root - INFO - DATA_EFF=False | |
| 2022-10-24 18:22:24,703 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/webqsp/ | |
| 2022-10-24 18:22:24,703 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-24 18:22:24,703 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-24 18:22:24,703 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-24 18:22:24,703 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-24 18:22:24,703 - root - INFO - EPS=0.95 | |
| 2022-10-24 18:22:24,703 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-24 18:22:24,703 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-24 18:22:24,703 - root - INFO - FACT_DROP=0 | |
| 2022-10-24 18:22:24,703 - root - INFO - FACT_SCALE=3 | |
| 2022-10-24 18:22:24,703 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-24 18:22:24,703 - root - INFO - IS_EVAL=True | |
| 2022-10-24 18:22:24,703 - root - INFO - KG_DIM=100 | |
| 2022-10-24 18:22:24,703 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-24 18:22:24,703 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-24 18:22:24,703 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-24 18:22:24,703 - root - INFO - LM=sbert | |
| 2022-10-24 18:22:24,703 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-24 18:22:24,703 - root - INFO - LM_FROZEN=1 | |
| 2022-10-24 18:22:24,703 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-24 18:22:24,703 - root - INFO - LOAD_EXPERIMENT=ReaRev_Webqsp3t3g2-h1.ckpt | |
| 2022-10-24 18:22:24,703 - root - INFO - LOG_LEVEL=info | |
| 2022-10-24 18:22:24,703 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-24 18:22:24,703 - root - INFO - LR=0.0005 | |
| 2022-10-24 18:22:24,703 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-24 18:22:24,703 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-24 18:22:24,703 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-24 18:22:24,703 - root - INFO - NAME=webqsp | |
| 2022-10-24 18:22:24,703 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-24 18:22:24,703 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-24 18:22:24,703 - root - INFO - NUM_GNN=3 | |
| 2022-10-24 18:22:24,703 - root - INFO - NUM_INS=2 | |
| 2022-10-24 18:22:24,703 - root - INFO - NUM_ITER=3 | |
| 2022-10-24 18:22:24,703 - root - INFO - Q_TYPE=seq | |
| 2022-10-24 18:22:24,703 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-24 18:22:24,703 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-24 18:22:24,703 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-24 18:22:24,703 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-24 18:22:24,703 - root - INFO - SEED=19960626 | |
| 2022-10-24 18:22:24,703 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-24 18:22:24,703 - root - INFO - USE_CUDA=True | |
| 2022-10-24 18:22:24,703 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-24 18:22:24,703 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-24 18:22:24,703 - root - INFO - WORD_DIM=300 | |
| 2022-10-24 18:22:24,703 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-24 18:22:24,703 - root - INFO - ------------------- | |
| 2022-10-24 18:22:44,639 - root - INFO - EVAL F1: 0.6808, H1: 0.7550 | |
| 2022-10-24 18:23:00,002 - root - INFO - TEST F1: 0.7082, H1: 0.7639 | |
| 2022-10-24 18:24:28,394 - root - INFO - PARAMETER---------- | |
| 2022-10-24 18:24:28,394 - root - INFO - ALG=bfs | |
| 2022-10-24 18:24:28,394 - root - INFO - BATCH_SIZE=8 | |
| 2022-10-24 18:24:28,394 - root - INFO - CHAR2ID=chars.txt | |
| 2022-10-24 18:24:28,394 - root - INFO - CHECKPOINT_DIR=checkpoint/pretrain/ | |
| 2022-10-24 18:24:28,394 - root - INFO - DATA_EFF=False | |
| 2022-10-24 18:24:28,394 - root - INFO - DATA_FOLDER=../../../Reason_KGQA/data/webqsp/ | |
| 2022-10-24 18:24:28,394 - root - INFO - DECAY_RATE=0.0 | |
| 2022-10-24 18:24:28,394 - root - INFO - ENTITY2ID=entities.txt | |
| 2022-10-24 18:24:28,394 - root - INFO - ENTITY_DIM=50 | |
| 2022-10-24 18:24:28,394 - root - INFO - ENTITY_EMB_FILE=None | |
| 2022-10-24 18:24:28,394 - root - INFO - EPS=0.95 | |
| 2022-10-24 18:24:28,394 - root - INFO - EVAL_EVERY=2 | |
| 2022-10-24 18:24:28,394 - root - INFO - EXPERIMENT_NAME= | |
| 2022-10-24 18:24:28,394 - root - INFO - FACT_DROP=0 | |
| 2022-10-24 18:24:28,394 - root - INFO - FACT_SCALE=3 | |
| 2022-10-24 18:24:28,394 - root - INFO - GRADIENT_CLIP=1.0 | |
| 2022-10-24 18:24:28,394 - root - INFO - IS_EVAL=True | |
| 2022-10-24 18:24:28,394 - root - INFO - KG_DIM=100 | |
| 2022-10-24 18:24:28,394 - root - INFO - KGE_FROZEN=0 | |
| 2022-10-24 18:24:28,394 - root - INFO - LABEL_SMOOTH=0.1 | |
| 2022-10-24 18:24:28,394 - root - INFO - LINEAR_DROPOUT=0.2 | |
| 2022-10-24 18:24:28,394 - root - INFO - LM=sbert | |
| 2022-10-24 18:24:28,394 - root - INFO - LM_DROPOUT=0.3 | |
| 2022-10-24 18:24:28,394 - root - INFO - LM_FROZEN=1 | |
| 2022-10-24 18:24:28,394 - root - INFO - LOAD_CKPT_FILE=None | |
| 2022-10-24 18:24:28,394 - root - INFO - LOAD_EXPERIMENT=Webqsp322-final.ckpt | |
| 2022-10-24 18:24:28,394 - root - INFO - LOG_LEVEL=info | |
| 2022-10-24 18:24:28,394 - root - INFO - LOSS_TYPE=kl | |
| 2022-10-24 18:24:28,394 - root - INFO - LR=0.0005 | |
| 2022-10-24 18:24:28,394 - root - INFO - LR_SCHEDULE=False | |
| 2022-10-24 18:24:28,394 - root - INFO - MAX_TRAIN=200000 | |
| 2022-10-24 18:24:28,394 - root - INFO - MODEL_NAME=ReaRev | |
| 2022-10-24 18:24:28,395 - root - INFO - NAME=webqsp | |
| 2022-10-24 18:24:28,395 - root - INFO - NORMALIZED_GNN=False | |
| 2022-10-24 18:24:28,395 - root - INFO - NUM_EPOCH=200 | |
| 2022-10-24 18:24:28,395 - root - INFO - NUM_GNN=2 | |
| 2022-10-24 18:24:28,395 - root - INFO - NUM_INS=2 | |
| 2022-10-24 18:24:28,395 - root - INFO - NUM_ITER=3 | |
| 2022-10-24 18:24:28,395 - root - INFO - Q_TYPE=seq | |
| 2022-10-24 18:24:28,395 - root - INFO - REL_WORD_IDS=rel_word_idx.npy | |
| 2022-10-24 18:24:28,395 - root - INFO - RELATION2ID=relations.txt | |
| 2022-10-24 18:24:28,395 - root - INFO - RELATION_EMB_FILE=None | |
| 2022-10-24 18:24:28,395 - root - INFO - RELATION_WORD_EMB=True | |
| 2022-10-24 18:24:28,395 - root - INFO - SEED=19960626 | |
| 2022-10-24 18:24:28,395 - root - INFO - TEST_BATCH_SIZE=20 | |
| 2022-10-24 18:24:28,395 - root - INFO - USE_CUDA=True | |
| 2022-10-24 18:24:28,395 - root - INFO - USE_SELF_LOOP=True | |
| 2022-10-24 18:24:28,395 - root - INFO - WORD2ID=vocab.txt | |
| 2022-10-24 18:24:28,395 - root - INFO - WORD_DIM=300 | |
| 2022-10-24 18:24:28,395 - root - INFO - WORD_EMB_FILE=word_emb.npy | |
| 2022-10-24 18:24:28,395 - root - INFO - ------------------- | |
| 2022-10-24 18:24:47,862 - root - INFO - EVAL F1: 0.6906, H1: 0.7229 | |
| 2022-10-24 18:25:01,675 - root - INFO - TEST F1: 0.7166, H1: 0.7596 | |