mirror of
https://github.com/huggingface/accelerate.git
synced 2025-10-20 18:13:46 +08:00
42 lines
1.3 KiB
Bash
42 lines
1.3 KiB
Bash
#!/bin/bash
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#SBATCH --job-name=multinode
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#SBATCH -D .
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#SBATCH --output=O-%x.%j
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#SBATCH --error=E-%x.%j
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#SBATCH --nodes=4 # number of nodes
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#SBATCH --ntasks-per-node=1 # number of MP tasks
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#SBATCH --gres=gpu:4 # number of GPUs per node
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#SBATCH --cpus-per-task=160 # number of cores per tasks
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#SBATCH --time=01:59:00 # maximum execution time (HH:MM:SS)
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######################
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### Set environment ###
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######################
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source activateEnvironment.sh
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export GPUS_PER_NODE=4
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######################
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######################
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#### Set network #####
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######################
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head_node_ip=$(scontrol show hostnames $SLURM_JOB_NODELIST | head -n 1)
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######################
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export LAUNCHER="accelerate launch \
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--num_processes $((SLURM_NNODES * GPUS_PER_NODE)) \
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--num_machines $SLURM_NNODES \
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--rdzv_backend c10d \
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--main_process_ip $head_node_ip \
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--main_process_port 29500 \
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"
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export ACCELERATE_DIR="${ACCELERATE_DIR:-/accelerate}"
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export SCRIPT="${ACCELERATE_DIR}/examples/complete_nlp_example.py"
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export SCRIPT_ARGS=" \
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--mixed_precision fp16 \
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--output_dir ${ACCELERATE_DIR}/examples/output \
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"
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# This step is necessary because accelerate launch does not handle multiline arguments properly
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export CMD="$LAUNCHER $PYTHON_FILE $ARGS"
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srun $CMD |