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best_config.sh
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best_config.sh
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# Best Configuration for RotatE
#
bash run.sh train RotatE FB15k 0 0 1024 256 1000 24.0 1.0 0.0001 150000 16 -de
bash run.sh train RotatE FB15k-237 0 0 1024 256 1000 9.0 1.0 0.00005 100000 16 -de
bash run.sh train RotatE wn18 0 0 512 1024 500 12.0 0.5 0.0001 80000 8 -de
bash run.sh train RotatE wn18rr 0 0 512 1024 500 6.0 0.5 0.00005 80000 8 -de
bash run.sh train RotatE countries_S1 0 0 512 64 1000 0.1 1.0 0.000002 40000 8 -de --countries
bash run.sh train RotatE countries_S2 0 0 512 64 1000 0.1 1.0 0.000002 40000 8 -de --countries
bash run.sh train RotatE countries_S3 0 0 512 64 1000 0.1 1.0 0.000002 40000 8 -de --countries
bash run.sh train RotatE YAGO3-10 0 0 1024 400 500 24.0 1.0 0.0002 100000 4 -de
#
# Best Configuration for pRotatE
#
bash run.sh train pRotatE FB15k 0 0 1024 256 1000 24.0 1.0 0.0001 150000 16
bash run.sh train pRotatE FB15k-237 0 0 1024 256 1000 9.0 1.0 0.00005 100000 16
bash run.sh train pRotatE wn18 0 0 512 1024 500 12.0 0.5 0.0001 80000 8
bash run.sh train pRotatE wn18rr 0 0 512 1024 500 6.0 0.5 0.00005 80000 8
bash run.sh train pRotatE countries_S1 0 0 512 64 1000 0.1 1.0 0.000002 40000 8 --countries
bash run.sh train pRotatE countries_S2 0 0 512 64 1000 0.1 1.0 0.000002 40000 8 --countries
bash run.sh train pRotatE countries_S3 0 0 512 64 1000 0.1 1.0 0.000002 40000 8 --countries
#
# Best Configuration for TransE
#
bash run.sh train TransE FB15k 0 0 1024 256 1000 24.0 1.0 0.0001 150000 16
bash run.sh train TransE FB15k-237 0 0 1024 256 1000 9.0 1.0 0.00005 100000 16
bash run.sh train TransE wn18 0 0 512 1024 500 12.0 0.5 0.0001 80000 8
bash run.sh train TransE wn18rr 0 0 512 1024 500 6.0 0.5 0.00005 80000 8
bash run.sh train TransE countries_S1 0 0 512 64 1000 0.1 1.0 0.000002 40000 8 --countries
bash run.sh train TransE countries_S2 0 0 512 64 1000 0.1 1.0 0.000002 40000 8 --countries
bash run.sh train TransE countries_S3 0 0 512 64 1000 0.1 1.0 0.000002 40000 8 --countries
#
# Best Configuration for ComplEx
#
bash run.sh train ComplEx FB15k 0 0 1024 256 1000 500.0 1.0 0.001 150000 16 -de -dr -r 0.000002
bash run.sh train ComplEx FB15k-237 0 0 1024 256 1000 200.0 1.0 0.001 100000 16 -de -dr -r 0.00001
bash run.sh train ComplEx wn18 0 0 512 1024 500 200.0 1.0 0.001 80000 8 -de -dr -r 0.00001
bash run.sh train ComplEx wn18rr 0 0 512 1024 500 200.0 1.0 0.002 80000 8 -de -dr -r 0.000005
bash run.sh train ComplEx countries_S1 0 0 512 64 1000 1.0 1.0 0.000002 40000 8 -de -dr -r 0.0005 --countries
bash run.sh train ComplEx countries_S2 0 0 512 64 1000 1.0 1.0 0.000002 40000 8 -de -dr -r 0.0005 --countries
bash run.sh train ComplEx countries_S3 0 0 512 64 1000 1.0 1.0 0.000002 40000 8 -de -dr -r 0.0005 --countries
#
# Best Configuration for DistMult
#
bash run.sh train DistMult FB15k 0 0 1024 256 2000 500.0 1.0 0.001 150000 16 -r 0.000002
bash run.sh train DistMult FB15k-237 0 0 1024 256 2000 200.0 1.0 0.001 100000 16 -r 0.00001
bash run.sh train DistMult wn18 0 0 512 1024 1000 200.0 1.0 0.001 80000 8 -r 0.00001
bash run.sh train DistMult wn18rr 0 0 512 1024 1000 200.0 1.0 0.002 80000 8 -r 0.000005
bash run.sh train DistMult countries_S1 0 0 512 64 2000 1.0 1.0 0.000002 40000 8 -r 0.0005 --countries
bash run.sh train DistMult countries_S2 0 0 512 64 2000 1.0 1.0 0.000002 40000 8 -r 0.0005 --countries
bash run.sh train DistMult countries_S3 0 0 512 64 2000 1.0 1.0 0.000002 40000 8 -r 0.0005 --countries
#