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train.sh
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train.sh
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#! /bin/bash
echo "Training with params --learning_rate=0.001 --dropout=0.5 --tie_weights --batch_size=128 --size=100 --n_layers=10 --n_itr=15000"
rm -rf chkpnts/*
python trainBatchNorm.py --learning_rate=0.001 --dropout=0.5 --tie_weights --batch_size=128 --size=100 --n_layers=10 --n_itr=15000
echo "Training with params --learning_rate=0.001 --dropout=1.0 --tie_weights --batch_size=128 --size=100 --n_layers=10 --n_itr=1500"
rm -rf chkpnts/*
python trainBatchNorm.py --learning_rate=0.001 --dropout=1.0 --tie_weights --batch_size=128 --size=100 --n_layers=10 --n_itr=20000
echo "Training with params --learning_rate=0.001 --dropout=0.5 --batch_size=128 --size=100 --n_layers=10 --n_itr=15000"
rm -rf chkpnts/*
python trainBatchNorm.py --learning_rate=0.001 --dropout=0.5 --batch_size=128 --size=100 --n_layers=10 --n_itr=15000
echo "Training with params --learning_rate=0.001 --dropout=1.0 --batch_size=128 --size=100 --n_layers=10 --n_itr=20000"
rm -rf chkpnts/*
python trainBatchNorm.py --learning_rate=0.001 --dropout=1.0 --batch_size=128 --size=100 --n_layers=10 --n_itr=20000
echo "Training with params --learning_rate=0.001 --dropout=0.5 --tie_weights --batch_size=128 --size=200 --n_layers=20 --n_itr=20000"
rm -rf chkpnts/*
python trainBatchNorm.py --learning_rate=0.001 --dropout=0.5 --tie_weights --batch_size=128 --size=200 --n_layers=20 --n_itr=20000
echo "Training with params --learning_rate=0.001 --dropout=0.5 --tie_weights --batch_size=128 --size=300 --n_layers=20 --n_itr=20000"
rm -rf chkpnts/*
python trainBatchNorm.py --learning_rate=0.001 --dropout=0.5 --tie_weights --batch_size=128 --size=300 --n_layers=20 --n_itr=20000
echo "Training with params --learning_rate=0.001 --dropout=0.5 --batch_size=128 --size=200 --n_layers=20 --n_itr=20000"
rm -rf chkpnts/*
python trainBatchNorm.py --learning_rate=0.001 --dropout=0.5 --batch_size=128 --size=200 --n_layers=20 --n_itr=20000
echo "Training with params --learning_rate=0.001 --dropout=0.5 --batch_size=128 --size=300 --n_layers=20 --n_itr=20000"
rm -rf chkpnts/*
python trainBatchNorm.py --learning_rate=0.001 --dropout=0.5 --batch_size=128 --size=300 --n_layers=20 --n_itr=20000