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runs_protate.sh
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# # ablation use
# CUDA_VISIBLE_DEVICES=5 python -u code/run.py \
# --do_train \
# --cuda \
# --do_valid \
# --do_test \
# --data_path data \
# --dataset PrimeKG \
# --model pRotatE \
# --distance_metric cosine \
# --hierarchy_type llm \
# --zeta_3 2.0 \
# -n 256 -b 256 -d 1024 \
# -g 24.0 -a 1.0 -adv \
# -lr 0.00001 --max_steps 1200000 \
# --test_batch_size 8 \
# --text_dist_constraint true \
# --hier_dist_constraint false \
# --intra_cluster_constraint true \
# --inter_cluster_constraint true \
# --valid_steps 20000
# CUDA_VISIBLE_DEVICES=7 python -u code/run.py \
# --do_train \
# --cuda \
# --do_valid \
# --do_test \
# --data_path data \
# --dataset PrimeKG \
# --model pRotatE \
# --distance_metric cosine \
# --hierarchy_type llm \
# --zeta_3 7.0 \
# -n 512 -b 512 -d 2048 \
# -g 10.0 -a 1.0 -adv \
# -lr 0.00001 --max_steps 400000 \
# --test_batch_size 8 \
# --text_dist_constraint true \
# --hier_dist_constraint false \
# --intra_cluster_constraint true \
# --inter_cluster_constraint true \
# CUDA_VISIBLE_DEVICES=4 python -u code/run.py \
# --do_train \
# --cuda \
# --do_valid \
# --do_test \
# --data_path data \
# --dataset PrimeKG \
# --model pRotatE \
# --distance_metric cosine \
# --hierarchy_type seed \
# --zeta_3 1.8 \
# -n 1024 -b 512 -d 512 \
# -g 6.0 -a 0.5 -adv \
# -lr 0.00005 --max_steps 400000 \
# --test_batch_size 8
# CUDA_VISIBLE_DEVICES=5 python -u code/run.py \
# --do_train \
# --cuda \
# --do_valid \
# --do_test \
# --data_path data \
# --dataset WN18RR \
# --model pRotatE \
# --distance_metric cosine \
# --hierarchy_type llm \
# --zeta_3 1.8 \
# -n 1024 -b 512 -d 512 \
# -g 6.0 -a 0.5 -adv \
# -lr 0.00005 --max_steps 400000 \
# --test_batch_size 8
# CUDA_VISIBLE_DEVICES=3 python -u code/run.py \
# --do_train \
# --cuda \
# --do_valid \
# --do_test \
# --data_path data \
# --dataset YAGO3-10 \
# --model pRotatE \
# --distance_metric cosine \
# --hierarchy_type llm \
# --zeta_3 8.0 \
# -n 512 -b 512 -d 2048 \
# -g 10.0 -a 1.0 -adv \
# -lr 0.00005 --max_steps 1600000 \
# --test_batch_size 8 \
# --text_dist_constraint true \
# --hier_dist_constraint false \
# --intra_cluster_constraint true \
# --inter_cluster_constraint true \
# -init /shared/pj20/lamake_data/YAGO3-10/checkpoints/pRotatE_seed_batch_128_hidden_1024_dist_cosine
# CUDA_VISIBLE_DEVICES=3 python -u code/run.py \
# --do_train \
# --cuda \
# --do_valid \
# --do_test \
# --data_path data \
# --dataset FB15K-237 \
# --model pRotatE \
# --distance_metric cosine \
# --hierarchy_type llm \
# --zeta_3 7.0 \
# -n 512 -b 512 -d 2048 \
# -g 9.0 -a 1.0 -adv \
# -lr 0.00005 --max_steps 1600000 \
# --test_batch_size 8 \
# --text_dist_constraint true \
# --hier_dist_constraint false \
# --intra_cluster_constraint true \
# --inter_cluster_constraint true \
# --valid_steps 20000 \