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run.sh
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#!/bin/bash -e
# Copyright 2023-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# * Redistributions of source code must retain the above copyright
# notice, this list of conditions and the following disclaimer.
# * Redistributions in binary form must reproduce the above copyright
# notice, this list of conditions and the following disclaimer in the
# documentation and/or other materials provided with the distribution.
# * Neither the name of NVIDIA CORPORATION nor the names of its
# contributors may be used to endorse or promote products derived
# from this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY
# EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
# PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
# PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
# OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
TAG=
RUN_PREFIX=
# Frameworks
declare -A FRAMEWORKS=(["DIFFUSION"]=1 ["TRT_LLM"]=2 ["IDENTITY"]=3)
DEFAULT_FRAMEWORK=IDENTITY
SOURCE_DIR=$(dirname "$(readlink -f "$0")")
# Base Images
IMAGE=
IMAGE_TAG_DIFFUSERS=diffusion
IMAGE_TAG_TRT_LLM=trt-llm
get_options() {
while :; do
case $1 in
-h | -\? | --help)
show_help
exit
;;
--framework)
if [ "$2" ]; then
FRAMEWORK=$2
shift
else
error 'ERROR: "--framework" requires an argument.'
fi
;;
--image)
if [ "$2" ]; then
BASE_IMAGE=$2
shift
else
error 'ERROR: "--base" requires an argument.'
fi
;;
--dry-run)
RUN_PREFIX="echo"
echo ""
echo "=============================="
echo "DRY RUN: COMMANDS PRINTED ONLY"
echo "=============================="
echo ""
;;
--)
shift
break
;;
-?*)
error 'ERROR: Unknown option: ' $1
;;
?*)
error 'ERROR: Unknown option: ' $1
;;
*)
break
;;
esac
shift
done
if [ -z "$FRAMEWORK" ]; then
FRAMEWORK=$DEFAULT_FRAMEWORK
fi
if [ ! -z "$FRAMEWORK" ]; then
FRAMEWORK=${FRAMEWORK^^}
if [[ ! -n "${FRAMEWORKS[$FRAMEWORK]}" ]]; then
error 'ERROR: Unknown framework: ' $FRAMEWORK
fi
fi
if [ -z "$IMAGE" ]; then
IMAGE="triton-python-api:r24.01"
if [[ $FRAMEWORK == "TRT_LLM" ]]; then
IMAGE+="-trt-llm"
fi
if [[ $FRAMEWORK == "DIFFUSION" ]]; then
IMAGE+="-diffusion"
fi
fi
}
show_help() {
echo "usage: run.sh"
echo " [--image image]"
echo " [--framework framework one of ${!FRAMEWORKS[@]}]"
echo " [--dry-run print docker commands without running]"
exit 0
}
error() {
printf '%s %s\n' "$1" "$2" >&2
exit 1
}
get_options "$@"
# RUN the image
if [ -z "$RUN_PREFIX" ]; then
set -x
fi
$RUN_PREFIX mkdir -p backend/diffusion
$RUN_PREFIX docker run --gpus all -it --rm --network host --shm-size=10G --ulimit memlock=-1 --ulimit stack=67108864 -eHF_TOKEN -eGITHUB_TOKEN -eAWS_DEFAULT_REGION -eAWS_ACCESS_KEY_ID -eAWS_SECRET_ACCESS_KEY -eS3_BUCKET_URL -v ${SOURCE_DIR}:/workspace -v${SOURCE_DIR}/.cache/huggingface:/root/.cache/huggingface -w /workspace -v${SOURCE_DIR}/../Popular_Models_Guide/StableDiffusion/backend/diffusion:/opt/tritonserver/backends/diffusion -v/tmp:/tmp $IMAGE
{ set +x; } 2>/dev/null