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export CUDA_VISIBLE_DEVICES=2,3
##--fsdp "full_shard auto_wrap" --fsdp_transformer_layer_cls_to_wrap 'OPTDecoderLayer' \
torchrun --nproc_per_node=2 --master_port=8081 train.py \
--data_path ../downstream_data/gene_ranking_20220803.txt \
--bf16 True \
--output_dir checkpoint \
--num_train_epochs 40 \
--per_device_train_batch_size 512 \
--per_device_eval_batch_size 4 \
--gradient_accumulation_steps 2 \
--evaluation_strategy "no" \
--save_strategy "steps" \
--save_steps 2000 \
--save_total_limit 1 \
--learning_rate 3e-4 \
--weight_decay 0.0 \
--warmup_ratio 0.03 \
--adam_beta1 0.90 \
--adam_beta2 0.95 \
--lr_scheduler_type "cosine" \
--logging_steps 2 \
--report_to tensorboard \
--tf32 True \
--dataloader_num_workers 1 \
--dataloader_persistent_workers True
#--data_path ../downstream_data/val.txt \
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