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ba5f085 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 | #!/bin/bash
export NO_ALBUMENTATIONS_UPDATE="1"
### ----- Configuration -----
export STAGE=3 # Training stage
export TRAIN="TalkVid-Core" # Training dataset
export GPU="0,1" # GPU ID to use
config=./configs/$TRAIN/stage_${STAGE}.yaml
zero_config=./configs/zero2_config.json
export CHIEF_IP=127.0.0.1
export CHIEF_PORT=21001
export HOST_NUM=1
export INDEX=0
export HOST_GPU_NUM=2
export NCCL_IB_DISABLE=1
PROCESS_NUM=$((HOST_GPU_NUM * HOST_NUM))
echo "Total GPUS: ${PROCESS_NUM}"
echo "STAGE: ${STAGE}, TRAIN: ${TRAIN}, GPU id: ${GPU}"
LOG="./logs/train/stage_$STAGE-$TRAIN.log"
mkdir -p $(dirname $LOG)
accelerate launch --gpu_ids $GPU --use_deepspeed --num_processes ${PROCESS_NUM} \
--deepspeed_config_file $zero_config \
--num_machines "${HOST_NUM}" --machine_rank "${INDEX}" --main_process_ip "${CHIEF_IP}" --main_process_port "${CHIEF_PORT}" \
--deepspeed_multinode_launcher standard \
train.py --config $config \
> $LOG 2>&1
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