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function generate () {
exp_name=$1
n_samples=$2
sample_rate=$3
duration=$4
let sample_length=$3*$4
echo ""
echo "###################################################"
echo "###################################################"
echo "###################################################"
echo ""
echo ">> generating $exp_name"
echo ""
echo "###################################################"
echo "###################################################"
echo "###################################################"
echo ""
python generate.py \
--exp $exp_name --dataset $exp_name \
--frame_sizes 8 2 \
--n_rnn 2 --dim 1024 --q_levels 256 \
--seq_len 1024 --batch_size 128 \
--val_frac 0.1 --test_frac 0.1 \
--sample_rate $sample_rate \
--sample_length $sample_length \
--keep_old_checkpoints False \
--n_samples $n_samples \
--epoch_limit 1 \
--resume True
}
function run () {
exp_name=$1
epoch_limit=$2
n_samples=$3
sample_rate=$4
duration=$5
let sample_length=$4*$5
echo ""
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo ""
echo ">> running $exp_name"
echo ""
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo ""
python train.py \
--exp $exp_name --dataset $exp_name \
--frame_sizes 8 2 \
--n_rnn 2 --dim 1024 --q_levels 256 \
--seq_len 1024 --batch_size 128 \
--val_frac 0.1 --test_frac 0.1 \
--sample_rate $sample_rate \
--sample_length $sample_length \
--n_samples $n_samples \
--keep_old_checkpoints False \
--epoch_limit $epoch_limit \
--resume True
}
function standard () {
dataset=$1
run $1 6 6 44100 5
}
function quick () {
dataset=$1
run $1 4 6 44100 5
}
function fast () {
dataset=$1
run $1 1 6 44100 10
}
quick 01_snapping_clean
quick 01_snapping_compress
quick 01_snapping_highpass
quick 01_snapping_clean
quick 01_snapping_compress
quick 01_snapping_highpass
quick 01_snapping_clean
quick 01_snapping_compress
quick 01_snapping_highpass
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