diff --git a/library/config_util.py b/library/config_util.py
index 6f243aac..a1b02bd1 100644
--- a/library/config_util.py
+++ b/library/config_util.py
@@ -636,19 +636,11 @@ def generate_dataset_group_by_blueprint(dataset_group_blueprint: DatasetGroupBlu
         [Subset {j} of Dataset {i}]
           image_dir: "{subset.image_dir}"
           image_count: {subset.img_count}
-          num_repeats: {subset.num_repeats}
           shuffle_caption: {subset.shuffle_caption}
           keep_tokens: {subset.keep_tokens}
           keep_tokens_separator: {subset.keep_tokens_separator}
-          caption_dropout_rate: {subset.caption_dropout_rate}
-          caption_dropout_every_n_epoches: {subset.caption_dropout_every_n_epochs}
-          caption_tag_dropout_rate: {subset.caption_tag_dropout_rate}
           caption_prefix: {subset.caption_prefix}
           caption_suffix: {subset.caption_suffix}
-          color_aug: {subset.color_aug}
-          flip_aug: {subset.flip_aug}
-          face_crop_aug_range: {subset.face_crop_aug_range}
-          random_crop: {subset.random_crop}
           token_warmup_min: {subset.token_warmup_min},
           token_warmup_step: {subset.token_warmup_step},
       """
@@ -688,7 +680,7 @@ def generate_dataset_group_by_blueprint(dataset_group_blueprint: DatasetGroupBlu
         dataset.set_seed(seed)
 
     for i, dataset in enumerate(val_datasets):
-        print(f"[Validation Dataset {i}]")
+        logger.info(f"[Validation Dataset {i}]")
         dataset.make_buckets()
         dataset.set_seed(seed)