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90 lines
2.2 KiB
90 lines
2.2 KiB
#!/bin/bash
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# Copyright 2020-2021 Huawei Technologies Co., Ltd
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ============================================================================
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if [ $# != 4 ]
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then
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echo "Usage: bash run_eval.sh [resnet18|resnet50|resnet101|se-resnet50] [cifar10|imagenet2012] [DATASET_PATH] [CHECKPOINT_PATH]"
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exit 1
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fi
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if [ $1 != "resnet18" ] && [ $1 != "resnet50" ] && [ $1 != "resnet101" ] && [ $1 != "se-resnet50" ]
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then
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echo "error: the selected net is neither resnet50 nor resnet101 nor se-resnet50"
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exit 1
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fi
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if [ $2 != "cifar10" ] && [ $2 != "imagenet2012" ]
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then
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echo "error: the selected dataset is neither cifar10 nor imagenet2012"
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exit 1
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fi
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if [ $1 == "resnet101" ] && [ $2 == "cifar10" ]
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then
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echo "error: evaluating resnet101 with cifar10 dataset is unsupported now!"
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exit 1
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fi
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if [ $1 == "se-resnet50" ] && [ $2 == "cifar10" ]
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then
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echo "error: evaluating se-resnet50 with cifar10 dataset is unsupported now!"
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exit 1
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fi
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get_real_path(){
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if [ "${1:0:1}" == "/" ]; then
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echo "$1"
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else
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echo "$(realpath -m $PWD/$1)"
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fi
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}
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PATH1=$(get_real_path $3)
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PATH2=$(get_real_path $4)
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if [ ! -d $PATH1 ]
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then
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echo "error: DATASET_PATH=$PATH1 is not a directory"
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exit 1
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fi
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if [ ! -f $PATH2 ]
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then
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echo "error: CHECKPOINT_PATH=$PATH2 is not a file"
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exit 1
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fi
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ulimit -u unlimited
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export DEVICE_NUM=1
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export DEVICE_ID=0
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export RANK_SIZE=$DEVICE_NUM
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export RANK_ID=0
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if [ -d "eval" ];
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then
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rm -rf ./eval
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fi
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mkdir ./eval
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cp ../*.py ./eval
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cp *.sh ./eval
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cp -r ../src ./eval
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cd ./eval || exit
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env > env.log
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echo "start evaluation for device $DEVICE_ID"
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python eval.py --net=$1 --dataset=$2 --dataset_path=$PATH1 --checkpoint_path=$PATH2 &> log &
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cd ..
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