From b491a817088790219e052b86173e128c55b597f8 Mon Sep 17 00:00:00 2001
From: Volpeon <git@volpeon.ink>
Date: Fri, 23 Dec 2022 21:53:46 +0100
Subject: num_class_images is now class images per train image

---
 data/csv.py         | 4 ++--
 train_dreambooth.py | 2 +-
 train_ti.py         | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/data/csv.py b/data/csv.py
index e25dd3f..edce2b1 100644
--- a/data/csv.py
+++ b/data/csv.py
@@ -49,7 +49,7 @@ class CSVDataModule():
             data_file: str,
             prompt_processor: PromptProcessor,
             class_subdir: str = "cls",
-            num_class_images: int = 100,
+            num_class_images: int = 1,
             size: int = 512,
             repeats: int = 1,
             dropout: float = 0,
@@ -117,7 +117,7 @@ class CSVDataModule():
         return [item for item in items if self.filter(item)]
 
     def pad_items(self, items: list[CSVDataItem], num_class_images: int = 1) -> list[CSVDataItem]:
-        image_multiplier = max(math.ceil(num_class_images / len(items)), 1)
+        image_multiplier = max(num_class_images, 1)
 
         return [
             CSVDataItem(
diff --git a/train_dreambooth.py b/train_dreambooth.py
index ff67d12..2f913e7 100644
--- a/train_dreambooth.py
+++ b/train_dreambooth.py
@@ -101,7 +101,7 @@ def parse_args():
     parser.add_argument(
         "--num_class_images",
         type=int,
-        default=400,
+        default=1,
         help="How many class images to generate."
     )
     parser.add_argument(
diff --git a/train_ti.py b/train_ti.py
index 55daa35..e272b5d 100644
--- a/train_ti.py
+++ b/train_ti.py
@@ -83,7 +83,7 @@ def parse_args():
     parser.add_argument(
         "--num_class_images",
         type=int,
-        default=400,
+        default=1,
         help="How many class images to generate."
     )
     parser.add_argument(
-- 
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