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30 lines
600 B
30 lines
600 B
#! /usr/bin/env bash
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BATCH_SIZE_PER_GPU=64
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MIN_DURATION=6.0
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MAX_DURATION=7.0
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function join_by { local IFS="$1"; shift; echo "$*"; }
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for NUM_GPUS in 16 8 4 2 1
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do
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DEVICES=$(join_by , $(seq 0 $(($NUM_GPUS-1))))
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BATCH_SIZE=$(($BATCH_SIZE_PER_GPU))
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CUDA_VISIBLE_DEVICES=$DEVICES \
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python train.py \
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--batch_size=$BATCH_SIZE \
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--num_epoch=1 \
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--test_off=True \
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--min_duration=$MIN_DURATION \
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--max_duration=$MAX_DURATION > tmp.log 2>&1
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if [ $? -ne 0 ];then
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exit 1
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fi
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cat tmp.log | grep "Time" | awk '{print "GPU Num: " "'"$NUM_GPUS"'" " Time: "$2}'
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rm tmp.log
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done
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