mirror of https://github.com/hpcaitech/ColossalAI
24 lines
815 B
Bash
24 lines
815 B
Bash
set_n_least_used_CUDA_VISIBLE_DEVICES() {
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local n=${1:-"9999"}
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echo "GPU Memory Usage:"
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local FIRST_N_GPU_IDS=$(nvidia-smi --query-gpu=memory.used --format=csv \
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| tail -n +2 \
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| nl -v 0 \
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| tee /dev/tty \
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| sort -g -k 2 \
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| awk '{print $1}' \
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| head -n $n)
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export CUDA_VISIBLE_DEVICES=$(echo $FIRST_N_GPU_IDS | sed 's/ /,/g')
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echo "Now CUDA_VISIBLE_DEVICES is set to:"
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echo "CUDA_VISIBLE_DEVICES=$CUDA_VISIBLE_DEVICES"
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}
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set_n_least_used_CUDA_VISIBLE_DEVICES 3
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export RAY_NAMESPACE="admin"
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python 2m1t.py "/path/to/prompts.csv" \
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--trainer_strategy naive --maker_strategy naive --lora_rank 2 --pretrain "facebook/opt-350m" --model 'opt' \
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--num_episodes 10 --max_timesteps 10 --update_timesteps 10 \
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--max_epochs 10 # --debug
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