#!/bin/bash
#experiment1
python add_pretraining_bert_trainer.py -train_file AUTOPROMPT41 -sample all -epoch 3 -template LAMA -query_type obj -LAMA_UHN

#experiment2
for sample in 900 800 700 600 500 400 300 200 100 50 30 10 1
do
    python add_pretraining_bert_trainer.py -train_file AUTOPROMPT41 -sample $sample -epoch 3 -template LAMA -query_type obj
    python add_pretraining_bert_trainer.py -train_file AUTOPROMPT41 -sample $sample -epoch 3 -template label -query_type obj
done
python add_pretraining_bert_trainer.py -train_file AUTOPROMPT41 -sample all -epoch 3 -template label -query_type obj
python create_tables_for_eval.py -train_file AUTOPROMPT41 -epoch 3 -query_type obj -precision

#experiment3
python add_pretraining_bert_trainer.py -train_file AUTOPROMPT41 -sample all -epoch 3 -template LAMA -query_type obj -transfer_learning
python evaluation.py
python create_tables_for_eval.py -train_file AUTOPROMPT41 -sample all -epoch 3 -template LAMA -query_type obj -transfer_learning