update scripts
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README.md
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README.md
@ -15,15 +15,15 @@ conda install pytorch torchvision cuda100 -c pytorch
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Train the searched CNN on CIFAR
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```
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bash ./scripts-cnn/train-cifar.sh 0 GDAS_FG cifar10 cut
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bash ./scripts-cnn/train-cifar.sh 0 GDAS_F1 cifar10 cut
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bash ./scripts-cnn/train-cifar.sh 0 GDAS_V1 cifar100 cut
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CUDA_VISIBLE_DEVICES=0 bash ./scripts-cnn/train-cifar.sh GDAS_FG cifar10 cut
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CUDA_VISIBLE_DEVICES=0 bash ./scripts-cnn/train-cifar.sh GDAS_F1 cifar10 cut
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CUDA_VISIBLE_DEVICES=0 bash ./scripts-cnn/train-cifar.sh GDAS_V1 cifar100 cut
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```
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Train the searched CNN on ImageNet
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```
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bash ./scripts-cnn/train-imagenet.sh 0 GDAS_F1 52 14
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bash ./scripts-cnn/train-imagenet.sh 0 GDAS_V1 50 14
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CUDA_VISIBLE_DEVICES=0 bash ./scripts-cnn/train-imagenet.sh GDAS_F1 52 14
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CUDA_VISIBLE_DEVICES=0 bash ./scripts-cnn/train-imagenet.sh GDAS_V1 50 14
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```
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@ -7,3 +7,6 @@ bash scripts-cluster/submit.sh yq01-v100-box-idl-2-8 PTB-GDAS 1 "bash ./scripts-
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```
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## CNN
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```
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bash scripts-cluster/submit.sh yq01-v100-box-idl-2-8 CIFAR10-CUT-GDAS-F1 1 "bash ./scripts-cnn/train-cifar.sh GDAS_F1 cifar10 cut"
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```
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@ -16,6 +16,7 @@ else
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exit 1
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fi
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echo "CHECK-DATA-DIR DONE"
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export TORCH_HOME="./data/data/"
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# config python
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@ -27,7 +28,7 @@ echo "JOB-PWD : " `pwd`
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echo "JOB-files : " `ls`
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echo "JOB-CUDA_VISIBLE_DEVICES: " ${CUDA_VISIBLE_DEVICES}
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echo `./env/bin/python --version`
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./env/bin/python --version
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echo "JOB-TORCH_HOME: "${TORCH_HOME}
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# real commands
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bash ./scripts-rnn/train-WT2.sh GDAS
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@ -3,9 +3,9 @@
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#find -name "._*" | xargs rm -rf
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ODIR=$(pwd)
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FDIR=$(cd $(dirname $0); pwd)
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echo "Bash-Dir : "${ODIR}
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echo "File-Dir : "${FDIR}
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echo "File-Name: "${0}
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echo "Bash-Dir : "${ODIR}
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echo "File-Dir : "${FDIR}
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echo "File-Name : "${0}
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if [ "$#" -ne 4 ] ;then
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echo "Input illegal number of parameters " $#
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@ -22,7 +22,7 @@ TIME=$(date +"%Y-%h-%d--%T")
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TIME="${TIME//:/-}"
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JOB_SCRIPT="${FDIR}/tmps/job-${TIME}.sh"
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echo "JOB-SCRIPT: " ${JOB_SCRIPT}
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echo "JOB-SCRIPT: "${JOB_SCRIPT}
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cat ${FDIR}/job-script.sh > ${JOB_SCRIPT}
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echo ${CMD} >> ${JOB_SCRIPT}
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@ -1,8 +1,8 @@
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#!/usr/bin/env sh
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# bash scripts-cnn/train-cifar.sh 0 GDAS cifar10 cut
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if [ "$#" -ne 4 ] ;then
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# bash scripts-cnn/train-cifar.sh GDAS cifar10 cut
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if [ "$#" -ne 3 ] ;then
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echo "Input illegal number of parameters " $#
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echo "Need 4 parameters for the GPUs, the architecture, and the dataset-name, and the cutout"
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echo "Need 3 parameters for the architecture, and the dataset-name, and the cutout"
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exit 1
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fi
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if [ "$TORCH_HOME" = "" ]; then
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@ -12,18 +12,27 @@ else
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echo "TORCH_HOME : $TORCH_HOME"
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fi
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gpus=$1
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arch=$2
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dataset=$3
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cutout=$4
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SAVED=./snapshots/NAS/${arch}-${dataset}-${cutout}-E600
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#--data_path $TORCH_HOME/cifar.python \
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arch=$1
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dataset=$2
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cutout=$3
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SAVED=./output/NAS-CNN/${arch}-${dataset}-${cutout}-E600
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CUDA_VISIBLE_DEVICES=${gpus} python ./exps-cnn/train_base.py \
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--data_path ./data/data/cifar.python \
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PY_C="./env/bin/python"
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if [ ! -f ${PY_C} ]; then
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echo "Local Run with Python: "`which python`
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PY_C="python"
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else
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echo "Cluster Run with Python: "${PY_C}
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fi
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${PY_C} --version
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${PY_C} ./exps-cnn/train_base.py \
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--data_path $TORCH_HOME/cifar.python \
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--dataset ${dataset} --arch ${arch} \
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--save_path ${SAVED} \
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--grad_clip 5 \
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--init_channels 36 --layers 20 \
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--model_config ./configs/nas-cifar-cos-${cutout}.config \
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--print_freq 100 --workers 8
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--print_freq 100 --workers 6
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@ -1,7 +1,7 @@
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#!/usr/bin/env sh
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if [ "$#" -ne 4 ] ;then
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if [ "$#" -ne 3 ] ;then
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echo "Input illegal number of parameters " $#
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echo "Need 4 parameters for the GPUs, the architecture, and the channel and the layers"
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echo "Need 3 parameters for the architecture, and the channel and the layers"
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exit 1
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fi
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if [ "$TORCH_HOME" = "" ]; then
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@ -11,14 +11,24 @@ else
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echo "TORCH_HOME : $TORCH_HOME"
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fi
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gpus=$1
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arch=$2
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arch=$1
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dataset=imagenet
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channels=$3
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layers=$4
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SAVED=./snapshots/NAS/${arch}-${dataset}-C${channels}-L${layers}-E250
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channels=$2
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layers=$3
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SAVED=./output/NAS-CNN/${arch}-${dataset}-C${channels}-L${layers}-E250
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CUDA_VISIBLE_DEVICES=${gpus} python ./exps-cnn/train_base.py \
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PY_C="./env/bin/python"
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if [ ! -f ${PY_C} ]; then
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echo "Local Run with Python: "`which python`
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PY_C="python"
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else
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echo "Cluster Run with Python: "${PY_C}
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fi
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${PY_C} --version
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${PY_C} ./exps-cnn/train_base.py \
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--data_path $TORCH_HOME/ILSVRC2012 \
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--dataset ${dataset} --arch ${arch} \
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--save_path ${SAVED} \
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