dataset script

1 files changed, 88 insertions, 0 deletions

diff --git a/run.sh b/run.sh
new file mode 100644
index 0000000..3237eb1
--- /dev/null
+++ b/run.sh
@@ -0,0 +1,88 @@
+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
+