run_sup_GPU.sh

#!/bin/bash

export ZONE=us-central2-b
export XRT_TPU_CONFIG="localservice;0;localhost:51011"
export TPU_NUM_DEVICES=4
export ALLOW_MULTIPLE_LIBTPU_LOAD=1

python ../../SimCSE/train.py \
    --model_name_or_path NbAiLab/nb-bert-base \
    --train_file data/mnli_no_for_simcse.csv \
    --output_dir result/sup-simcse-nb-bert-base-gpu \
    --num_train_epochs 3 \
    --per_device_train_batch_size 128 \
    --learning_rate 5e-5 \
    --max_seq_length 32 \
    --evaluation_strategy steps \
    --metric_for_best_model stsb_spearman \
    --load_best_model_at_end \
    --eval_steps 125 \
    --pooler_type cls \
    --overwrite_output_dir \
    --temp 0.05 \
    --do_train \
    --do_eval \
    --fp16 \
    "$@"