| #!/usr/bin/env bash |
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| export CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 |
| export LOCAL_RANK=0 |
| export WORLD_SIZE=8 |
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| export TOKENIZERS_PARALLELISM=true |
| export NUM_WORKER=8 |
| export MAX_STEPS=100000 |
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| export CUDA_LAUNCH_BLOCKING=1 |
| export NCCL_DEBUG=INFO |
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| export EXP_NAME=cc.moco-2e14.contriever256-Qtitle50.bert-base-uncased.avg.dot.q128d256.step100k.bs1024.lr5e5 |
| export PROJECT_DIR=output_dir/$EXP_NAME |
| mkdir -p $PROJECT_DIR |
| cp "$0" $PROJECT_DIR |
| echo $PROJECT_DIR |
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| export WANDB_NAME=$EXP_NAME |
| export WANDB_PROJECT=unsup_retrieval_cc |
| export WANDB_DIR=$PROJECT_DIR |
| mkdir -p $WANDB_DIR/wandb |
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| nohup python -m torch.distributed.launch --nproc_per_node=8 --master_port=31133 --max_restarts=0 train.py --model_name_or_path bert-base-uncased --arch_type moco --train_file pile_Pile-CC --dev_file /export/home/data/pretrain/wiki2021_structure/wiki_psgs_w100.dev.tail2e13.tsv --data_type hf --data_pipeline_name contriever256-Qtitle50% --remove_unused_columns False --sim_type dot --queue_size 16384 --momentum 0.9995 --output_dir $PROJECT_DIR --cache_dir /export/home/data/pretrain/.cache --max_steps $MAX_STEPS --warmup_steps 10000 --logging_steps 100 --eval_steps 10000 --save_steps 1000000 --per_device_train_batch_size 128 --per_device_eval_batch_size 128 --dataloader_num_workers $NUM_WORKER --learning_rate 5e-5 --max_q_tokens 128 --max_d_tokens 256 --evaluation_strategy steps --load_best_model_at_end --overwrite_output_dir --do_train --do_eval --run_name $EXP_NAME --fp16 --seed 42 --report_to wandb --wiki_passage_path /export/home/data/search/nq/psgs_w100.tsv --qa_datasets_path /export/home/data/search/nq/qas/*-test.csv,/export/home/data/search/nq/qas/entityqs/test/P*.test.json > $PROJECT_DIR/nohup.log 2>&1 & echo $! > run.pid |
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