function runq () {
  dataset=$1
  sample_rate=$2
  duration=$3
  let sample_length=$2*$3
  fs1=$4
  fs2=$5
  qs=$6

  exp_name="space_q$qs"

  echo "__________________________________________"
  echo "__________________________________________"
  echo "__________________________________________"
  echo ""
  echo ">> running $exp_name"
  echo ""
  echo "__________________________________________"
  echo "__________________________________________"
  echo "__________________________________________"

  python train.py \
    --exp $exp_name --dataset $dataset  \
    --frame_sizes $fs1 $fs2             \
    --n_rnn 2 --dim 1024 --q_levels 512 \
    --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        \
    --epoch_limit 6                     \
    --resume True
}
function generateq () {
  dataset=$1
  sample_rate=$2
  duration=$3
  let sample_length=$2*$3
  fs1=$4
  fs2=$5
  qs=$6

  exp_name="space_q$qs"

  echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
  echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
  echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
  echo ""
  echo ">> generating $exp_name"
  echo ""
  echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
  echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
  echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"

  python generate.py \
    --exp $exp_name --dataset $dataset  \
    --frame_sizes $fs1 $fs2             \
    --n_rnn 2 --dim 1024 --q_levels 512 \
    --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        \
    --epoch_limit 6                     \
    --resume True
}

#runq 44k_glass_space1 44100 5 8 2 32
runq 44k_glass_space1 44100 5 8 2 1
runq 44k_glass_space1 44100 5 8 2 2
runq 44k_glass_space1 44100 5 8 2 4
runq 44k_glass_space1 44100 5 8 2 8
runq 44k_glass_space1 44100 5 8 2 16
runq 44k_glass_space1 44100 5 8 2 32
#runq 44k_glass_space1 44100 5 8 2 2048

#generateq 44k_glass_space1 44100 5 8 2 32
#generateq 44k_glass_space1 44100 5 8 2 1
#generateq 44k_glass_space1 44100 5 8 2 2
#generateq 44k_glass_space1 44100 5 8 2 4
#generateq 44k_glass_space1 44100 5 8 2 8
#generateq 44k_glass_space1 44100 5 8 2 16
#generateq 44k_glass_space1 44100 5 8 2 32
#generateq 44k_glass_space1 44100 5 8 2 2048