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run_all.sh
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# BERT-base
# 20NEWS (provided in ae.pdf)
cd /app/experiments/distributed/transformer_exps/run_tc_exps
python trial_error.py \
--dataset 20news\
--round -1 \
--depth 0 \
--width 8 \
--time_threshold 60 \
--max_round 3000
# AGNEWS
cd /app/experiments/distributed/transformer_exps/run_tc_exps
python trial_error.py \
--dataset agnews\
--round -1 \
--depth 0 \
--width 8 \
--time_threshold 90 \
--max_round 3000
# SEMEVAL
cd /app/experiments/distributed/transformer_exps/run_tc_exps
python trial_error.py \
--dataset semeval_2010_task8\
--round -1 \
--depth 0 \
--width 8 \
--time_threshold 90 \
--max_round 3000
# ONTO
cd /app/experiments/distributed/transformer_exps/run_st_exps
python trial_error.py \
--dataset onto\
--round -1 \
--depth 1 \
--width 8 \
--time_threshold 100 \
--max_round 3000
# DistilBERT-base
mv /app/experiments/distributed/transformer_exps/run_tc_exps/run_text_classification_freeze.sh /app/experiments/distributed/transformer_exps/run_tc_exps/run_text_classification_freeze_bert.sh
mv /app/experiments/distributed/transformer_exps/run_tc_exps/run_text_classification_freeze_distilbert.sh /app/experiments/distributed/transformer_exps/run_tc_exps/run_text_classification_freeze.sh
mv /app/experiments/distributed/transformer_exps/run_st_exps/run_seq_tagging_trial.sh /app/experiments/distributed/transformer_exps/run_st_exps/run_seq_tagging_trial_bert.sh
mv /app/experiments/distributed/transformer_exps/run_st_exps/run_seq_tagging_trial_distilbert.sh /app/experiments/distributed/transformer_exps/run_st_exps/run_seq_tagging_trial.sh
# 20NEWS
cd /app/experiments/distributed/transformer_exps/run_tc_exps
python trial_error.py \
--dataset 20news\
--round -1 \
--depth 0 \
--width 8 \
--time_threshold 60 \
--max_round 3000
# AGNEWS
cd /app/experiments/distributed/transformer_exps/run_tc_exps
python trial_error.py \
--dataset agnews\
--round -1 \
--depth 0 \
--width 8 \
--time_threshold 90 \
--max_round 3000
# SEMEVAL
cd /app/experiments/distributed/transformer_exps/run_tc_exps
python trial_error.py \
--dataset semeval_2010_task8\
--round -1 \
--depth 0 \
--width 8 \
--time_threshold 90 \
--max_round 3000
# ONTO
cd /app/experiments/distributed/transformer_exps/run_st_exps
python trial_error.py \
--dataset onto\
--round -1 \
--depth 1 \
--width 8 \
--time_threshold 100 \
--max_round 3000