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x.sh
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x.sh
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#!/usr/bin/env sh
# shorter jobs: FIG1b, TAB1a, TAB1b, FIG10a, FIG10b, FIG11a, FIG11b
# long jobs: FIG1a, FIG2b, FIG4a, FIG4b,TAB1c, FIG6b, FIG8, FIG9
FIG=FIG8
if [ $FIG == FIG1a ]; then
cp qsub.pbs xqsub.pbs
# sed s/train.sh/xtrain.sh/g qsub.pbs > xqsub.pbs
# sed s/solver.prototxt/xsolver.prototxt/g train.sh > xtrain.sh
# sed s/Resnet56Cifar.prototxt/arch.prototxt/g solver.prototxt > xsolver.prototxt
cp train.sh xtrain.sh
cp solver.prototxt xsolver.prototxt
cp architectures/Resnet56Cifar.prototxt architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS5kFig1a/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kFig1a/g clrsolver.prototxt > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
elif [ $FIG == FIG1b ]; then
# Different step sizes
sed s/Fig1a/Fig1b/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/clr3SS10kFig1b/g train.sh > xtrain.sh
sed s/fig1a/clr3SS10kFig1b/g clrsolver.prototxt > xsolver.prototxt
sed s/10000/20000/g xsolver.prototxt > tmp
sed s/5000/10000/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS3kFig1b/g train.sh > xtrain.sh
sed s/fig1a/clr3SS3kFig1b/g clrsolver.prototxt > xsolver.prototxt
sed s/10000/6000/g xsolver.prototxt > tmp
sed s/5000/3000/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS1kFig1b/g train.sh > xtrain.sh
sed s/fig1a/clr3SS1kFig1b/g clrsolver.prototxt > xsolver.prototxt
sed s/10000/2000/g xsolver.prototxt > tmp
sed s/5000/1000/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
elif [ $FIG == FIG2b ]; then
sed s/Fig1a/Fig2b/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/range3Iter100kFig2b/g train.sh > xtrain.sh
sed s/Fig2b/range3Iter100kFig2b/g lrRangeSolver.prototxt > tmp
sed s/20000/100000/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/range3Iter20kFig2b/g train.sh > xtrain.sh
sed s/Fig2b/range3Iter20kFig2b/g lrRangeSolver.prototxt > tmp
sed s/20000/20000/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/range3Iter5kFig2b/g train.sh > xtrain.sh
sed s/Fig2b/range3Iter5kFig2b/g lrRangeSolver.prototxt > tmp
sed s/20000/5000/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
elif [ $FIG == FIG4a ]; then
# Show regularization
sed s/Fig1a/Fig4a/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/range2SS80kRes56wd0/g train.sh > xtrain.sh
sed s/Fig2b/range2SS80kRes56wd0/g lrRangeSolver.prototxt > xsolver.prototxt
sed s/'max_lr: 3'/'max_lr: 2'/g xsolver.prototxt > tmp
sed s/20000/80000/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > tmp
sed s/'use_global_stats: true'/'use_global_stats: false'/g tmp > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/range2SS80kRes56LR/g train.sh > xtrain.sh
sed s/Fig2b/range2SS80kRes56LR/g lrRangeSolver.prototxt > xsolver.prototxt
sed s/'max_lr: 3'/'max_lr: 2'/g xsolver.prototxt > tmp
sed s/20000/80000/g tmp > xsolver.prototxt
sed s/0.999/0.95/g ../largeLR/architectures/Resnet56Cifar.prototxt > tmp
sed s/'use_global_stats: true'/'use_global_stats: false'/g tmp > architectures/arch.prototxt
qsub xqsub.pbs
elif [ $FIG == FIG4b ]; then
# Show regularization for Res110 and Res20
sed s/Fig1a/Fig4a/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/range2SS80kRes56/g train.sh > xtrain.sh
sed s/Fig2b/range2SS80kRes56/g lrRangeSolver.prototxt > xsolver.prototxt
sed s/'max_lr: 3'/'max_lr: 2'/g xsolver.prototxt > tmp
sed s/20000/80000/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56DM1.prototxt > tmp
sed s/'use_global_stats: true'/'use_global_stats: false'/g tmp > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/Fig1a/Fig4b/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/range2Res110Fig4b/g train.sh > xtrain.sh
sed s/Fig2b/range2Res110Fig4b/g lrRangeSolver.prototxt > xsolver.prototxt
sed s/'max_lr: 3'/'max_lr: 2'/g xsolver.prototxt > tmp
sed s/20000/80000/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet110Cifar.prototxt > tmp
sed s/125/100/g tmp > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/Fig1a/Fig4b/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/range2Res20Fig4b/g train.sh > xtrain.sh
sed s/Fig2b/range2Res20Fig4b/g lrRangeSolver.prototxt > xsolver.prototxt
sed s/'max_lr: 3'/'max_lr: 2'/g xsolver.prototxt > tmp
sed s/20000/80000/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet20Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
elif [ $FIG == TAB1a ]; then
# CLR with a range of max_lr
sed s/Fig1a/Tab1a/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/clr35SS5kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr35SS5kTab1/g clrsolver.prototxt > tmp
sed s/'max_lr: 3.0'/'max_lr: 3.5'/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr25SS5kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr25SS5kTab1/g clrsolver.prototxt > tmp
sed s/'max_lr: 3.0'/'max_lr: 2.5'/g tmp > xsolver.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr2SS5kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr2SS5kTab1/g clrsolver.prototxt > tmp
sed s/'max_lr: 3.0'/'max_lr: 2.'/g tmp > xsolver.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr15SS5kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr15SS5kTab1/g clrsolver.prototxt > tmp
sed s/'max_lr: 3.0'/'max_lr: 1.5'/g tmp > xsolver.prototxt
qsub xqsub.pbs
sleep 30
sed s/Fig1a/Tab1a/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/clr1SS5kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr1SS5kTab1/g clrsolver.prototxt > tmp
sed s/'max_lr: 3.0'/'max_lr: 1.0'/g tmp > xsolver.prototxt
qsub xqsub.pbs
elif [ $FIG == TAB1b ]; then
# CLR with different step sizes
sed s/Fig1a/Tab1b/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/clr3SS10kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr3SS10kTab1/g clrsolver.prototxt > xsolver.prototxt
sed s/10000/20000/g xsolver.prototxt > tmp
sed s/5000/10000/g tmp > xsolver.prototxt
sed s/0.999/0.97/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS75kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr3SS75kTab1/g clrsolver.prototxt > xsolver.prototxt
sed s/10000/15000/g xsolver.prototxt > tmp
sed s/5000/7500/g tmp > xsolver.prototxt
sed s/0.999/0.96/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS4kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr3SS4kTab1/g clrsolver.prototxt > xsolver.prototxt
sed s/10000/8000/g xsolver.prototxt > tmp
sed s/5000/4000/g tmp > xsolver.prototxt
sed s/0.999/0.93/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS3kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr3SS3kTab1/g clrsolver.prototxt > xsolver.prototxt
sed s/10000/6000/g xsolver.prototxt > tmp
sed s/5000/3000/g tmp > xsolver.prototxt
sed s/0.999/0.90/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS2kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr3SS2kTab1/g clrsolver.prototxt > xsolver.prototxt
sed s/10000/4000/g xsolver.prototxt > tmp
sed s/5000/2000/g tmp > xsolver.prototxt
sed s/0.999/0.85/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS1kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr3SS1kTab1/g clrsolver.prototxt > xsolver.prototxt
sed s/10000/2000/g xsolver.prototxt > tmp
sed s/5000/1000/g tmp > xsolver.prototxt
sed s/0.999/0.80/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
elif [ $FIG == TAB1c ]; then
# Limited number of training data
sed s/Fig1a/Tab1c/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/lr35Tr40kTab1/g train.sh > xtrain.sh
sed s/lr35Fig1a/lr35Tr40kTab1/g solver.prototxt > xsolver.prototxt
sed s/'train_lmdb'/'train40k_lmdb'/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/lr35Tr30kTab1/g train.sh > xtrain.sh
sed s/lr35Fig1a/lr35Tr30kTab1/g solver.prototxt > xsolver.prototxt
sed s/'train_lmdb'/'train30k_lmdb'/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/lr35Tr20kTab1/g train.sh > xtrain.sh
sed s/lr35Fig1a/lr35Tr20kTab1/g solver.prototxt > xsolver.prototxt
sed s/'train_lmdb'/'train20k_lmdb'/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/lr35Tr10kTab1/g train.sh > xtrain.sh
sed s/lr35Fig1a/lr35Tr10kTab1/g solver.prototxt > xsolver.prototxt
sed s/'train_lmdb'/'train10k_lmdb'/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS5kTr40kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kTr40kTab1/g clrsolver.prototxt > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > tmp
sed s/'train_lmdb'/'train40k_lmdb'/g tmp > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/Fig1a/Tab1c/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/clr3SS5kTr30kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kTr30kTab1/g clrsolver.prototxt > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > tmp
sed s/'train_lmdb'/'train30k_lmdb'/g tmp > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/Fig1a/Tab1c/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/clr3SS5kTr20kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kTr20kTab1/g clrsolver.prototxt > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > tmp
sed s/'train_lmdb'/'train20k_lmdb'/g tmp > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/Fig1a/Tab1c/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/clr3SS5kTr10kTab1/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kTr10kTab1/g clrsolver.prototxt > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > tmp
sed s/'train_lmdb'/'train10k_lmdb'/g tmp > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
elif [ $FIG == FIG6b ]; then
# LR vs CLR for Res110 and Res20
sed s/Fig1a/Fig6b/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/lr35Res110Fig6b/g train.sh > xtrain.sh
sed s/lr35Fig1a/lr35Res110Fig6b/g solver.prototxt > xsolver.prototxt
sed s/125/100/g architectures/Resnet110Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS5kRes110Tab1/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kRes110Tab1/g clrsolver.prototxt > xsolver.prototxt
sed s/125/100/g architectures/Resnet110Cifar.prototxt > tmp
sed s/0.999/0.95/g tmp > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
exit
sed s/lr35Fig1a/lr35Res20Fig6b/g train.sh > xtrain.sh
sed s/lr35Fig1a/lr35Res20Fig6b/g solver.prototxt > xsolver.prototxt
cp architectures/Resnet20Cifar.prototxt architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS5kRes20Tab1/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kRes20Tab1/g clrsolver.prototxt > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet20Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
elif [ $FIG == FIG8 ]; then
# Cifar 100
sed s/Fig1a/Fig8/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/lr35Cifar100Fig8/g train.sh > xtrain.sh
sed s/lr35Fig1a/lr35Cifar100Fig8/g solver.prototxt > xsolver.prototxt
sed s/10/100/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS5kCifar100Fig8/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kCifar100Fig8/g clrsolver.prototxt > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > tmp
sed s/10/100/g tmp > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/range3Cifar100kFig8/g train.sh > xtrain.sh
sed s/Fig2b/range3Cifar100kFig8/g lrRangeSolver.prototxt > xsolver.prototxt
qsub xqsub.pbs
elif [ $FIG == FIG9 ]; then
# Adaptive LRs
sed s/Fig1a/Fig9a/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/lr35AdaGradFig9/g train.sh > xtrain.sh
sed s/lr35Fig1a/lr35AdaGradFig9/g solver.prototxt > xsolver.prototxt
sed s/'#type:'/'type: "AdaGrad" #'/g xsolver.prototxt > tmp
sed s/momentum/'#momentum'/g tmp > xsolver.prototxt
cp architectures/Resnet56Cifar.prototxt architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/lr35NestFig9/g train.sh > xtrain.sh
sed s/lr35Fig1a/lr35NestFig9/g solver.prototxt > xsolver.prototxt
sed s/'#type'/type/g xsolver.prototxt > tmp
sed s/Adam/Nesterov/g tmp > xsolver.prototxt
cp architectures/Resnet56Cifar.prototxt architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/lr35AdamFig9/g train.sh > xtrain.sh
sed s/lr35Fig1a/lr35AdamFig9/g solver.prototxt > xsolver.prototxt
sed s/'#type'/type/g xsolver.prototxt > tmp
sed s/'base_lr: 0.35'/'base_lr: 0.0035'/g tmp > xsolver.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/lr35AdaDeltaFig9/g train.sh > xtrain.sh
sed s/lr35Fig1a/lr35AdaDeltaFig9/g solver.prototxt > tmp
sed s/'#type'/type/g tmp > xsolver.prototxt
sed s/Adam/AdaDelta/g xsolver.prototxt > tmp
sed s/'momentum'/'#momentum'/g tmp > xsolver.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS5kNestFig9/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kNestFig9/g clrsolver.prototxt > xsolver.prototxt
sed s/'#type'/type/g xsolver.prototxt > tmp
sed s/Adam/Nesterov/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
elif [ $FIG == FIG10a ]; then
# Batch sizes
sed s/Fig1a/Fig10a/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/clr3SS5kBS1536Fig10/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kBS1536Fig10/g clrsolver.prototxt > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > tmp
sed s/125/192/g tmp > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS5kBS512Fig10/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kBS512Fig10/g clrsolver.prototxt > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > tmp
sed s/125/64/g tmp > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS5kBS256Fig10/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kBS256Fig10/g clrsolver.prototxt > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > tmp
sed s/125/32/g tmp > architectures/arch.prototxt
qsub xqsub.pbs
elif [ $FIG == FIG10b ]; then
# Dropout
sed s/Fig1a/Fig10b/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/clr3SS5kDropoutFig10/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kDropoutFig10/g clrsolver.prototxt > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Dropout.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
elif [ $FIG == FIG11a ]; then
# Momentum
sed s/Fig1a/Fig11a/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/clr3SS5kMom95Fig11/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kMom95Fig11/g clrsolver.prototxt > tmp
sed s/'momentum: 0.9'/'momentum: 0.95'/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS5kMom85Fig11/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kMom85Fig11/g clrsolver.prototxt > tmp
sed s/'momentum: 0.9'/'momentum: 0.85'/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS5kMom8Fig11/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kMom8Fig11/g clrsolver.prototxt > tmp
sed s/'momentum: 0.9'/'momentum: 0.8'/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
elif [ $FIG == FIG11b ]; then
# Weight Decay
sed s/Fig1a/Fig11b/g qsub.pbs > xqsub.pbs
sed s/lr35Fig1a/clr3SS5kWD-3Fig11/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kWD-3Fig11/g clrsolver.prototxt > tmp
sed s/'1e-4'/'1e-3'/g tmp > xsolver.prototxt
sed s/0.999/0.95/g architectures/Resnet56Cifar.prototxt > architectures/arch.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS5kWD-5Fig11/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kWD-5Fig11/g clrsolver.prototxt > tmp
sed s/'1e-4'/'1e-5'/g tmp > xsolver.prototxt
qsub xqsub.pbs
sleep 30
sed s/lr35Fig1a/clr3SS5kWD-6Fig11/g train.sh > xtrain.sh
sed s/fig1a/clr3SS5kWD-6Fig11/g clrsolver.prototxt > tmp
sed s/'1e-4'/'1e-6'/g tmp > xsolver.prototxt
qsub xqsub.pbs
fi
qstat
exit