Add separate input and target normalization

This commit is contained in:
Yin Li 2020-01-21 18:51:32 -05:00
parent 46a3a3a97d
commit c68b9928ee
12 changed files with 88 additions and 78 deletions

View file

@ -35,7 +35,7 @@ tgt_files="$files"
m2m.py test \
--test-in-patterns "$data_root_dir/$in_dir/$test_dirs/$in_files" \
--test-tgt-patterns "$data_root_dir/$tgt_dir/$test_dirs/$tgt_files" \
--norms cosmology.dis --crop 256 --pad 20 \
--in-norms cosmology.dis --tgt-norms cosmology.dis --crop 256 --pad 20 \
--model VNet \
--load-state best_model.pth \
--batches 1 --loader-workers 0 \

View file

@ -40,7 +40,7 @@ srun m2m.py train \
--train-tgt-patterns "$data_root_dir/$tgt_dir/$train_dirs/$tgt_files" \
--val-in-patterns "$data_root_dir/$in_dir/$val_dirs/$in_files" \
--val-tgt-patterns "$data_root_dir/$tgt_dir/$val_dirs/$tgt_files" \
--norms cosmology.dis --augment --crop 128 --pad 20 \
--in-norms cosmology.dis --tgt-norms cosmology.dis --augment --crop 128 --pad 20 \
--model VNet --adv-model UNet --cgan \
--lr 0.0001 --adv-lr 0.0004 --batches 1 --loader-workers 0 \
--epochs 128 --seed $RANDOM \

View file

@ -35,7 +35,7 @@ tgt_files="$files"
m2m.py test \
--test-in-patterns "$data_root_dir/$in_dir/$test_dirs/$in_files" \
--test-tgt-patterns "$data_root_dir/$tgt_dir/$test_dirs/$tgt_files" \
--norms cosmology.vel --crop 256 --pad 20 \
--in-norms cosmology.vel --tgt-norms cosmology.vel --crop 256 --pad 20 \
--model VNet \
--load-state best_model.pth \
--batches 1 --loader-workers 0 \

View file

@ -40,7 +40,7 @@ srun m2m.py train \
--train-tgt-patterns "$data_root_dir/$tgt_dir/$train_dirs/$tgt_files" \
--val-in-patterns "$data_root_dir/$in_dir/$val_dirs/$in_files" \
--val-tgt-patterns "$data_root_dir/$tgt_dir/$val_dirs/$tgt_files" \
--norms cosmology.vel --augment --crop 128 --pad 20 \
--in-norms cosmology.vel --tgt-norms cosmology.vel --augment --crop 128 --pad 20 \
--model VNet --adv-model UNet --cgan \
--lr 0.0001 --adv-lr 0.0004 --batches 1 --loader-workers 0 \
--epochs 128 --seed $RANDOM \