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43 lines
1.4 KiB
43 lines
1.4 KiB
4 months ago
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#!/bin/bash
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models=("PixArt-alpha/PixArt-XL-2-1024-MS" "stabilityai/stable-diffusion-3-medium-diffusers")
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parallelism=(1 2 4 8)
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resolutions=(1024 2048 3840)
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modes=("colossalai" "diffusers")
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CUDA_VISIBLE_DEVICES_set_n_least_memory_usage() {
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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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for model in "${models[@]}"; do
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for p in "${parallelism[@]}"; do
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for resolution in "${resolutions[@]}"; do
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for mode in "${modes[@]}"; do
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if [[ "$mode" == "colossalai" && "$p" == 1 ]]; then
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continue
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fi
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if [[ "$mode" == "diffusers" && "$p" != 1 ]]; then
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continue
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fi
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CUDA_VISIBLE_DEVICES_set_n_least_memory_usage $p
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cmd="python examples/inference/stable_diffusion/benchmark_sd3.py -m \"$model\" -p $p --mode $mode --log -H $resolution -w $resolution"
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echo "Executing: $cmd"
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eval $cmd
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done
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done
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done
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done
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