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fix an error when keep_tokens_separator is not set ref #975

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Kohya S
2023-12-12 21:43:21 +09:00
parent 034a49c69d
commit 35f4c9b5c7
1 changed files with 12 additions and 7 deletions
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15
library/train_util.py
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@@ -664,7 +664,11 @@ class BaseDataset(torch.utils.data.Dataset):
if subset.shuffle_caption or subset.token_warmup_step > 0 or subset.caption_tag_dropout_rate > 0: if subset.shuffle_caption or subset.token_warmup_step > 0 or subset.caption_tag_dropout_rate > 0:
fixed_tokens = [] fixed_tokens = []
flex_tokens = [] flex_tokens = []
if hasattr(subset, 'keep_tokens_separator') and subset.keep_tokens_separator in caption: if (
hasattr(subset, "keep_tokens_separator")
and subset.keep_tokens_separator
and subset.keep_tokens_separator in caption
):
fixed_part, flex_part = caption.split(subset.keep_tokens_separator, 1) fixed_part, flex_part = caption.split(subset.keep_tokens_separator, 1)
fixed_tokens = [t.strip() for t in fixed_part.split(subset.caption_separator) if t.strip()] fixed_tokens = [t.strip() for t in fixed_part.split(subset.caption_separator) if t.strip()]
flex_tokens = [t.strip() for t in flex_part.split(subset.caption_separator) if t.strip()] flex_tokens = [t.strip() for t in flex_part.split(subset.caption_separator) if t.strip()]
@@ -675,17 +679,17 @@ class BaseDataset(torch.utils.data.Dataset):
fixed_tokens = flex_tokens[: subset.keep_tokens] fixed_tokens = flex_tokens[: subset.keep_tokens]
flex_tokens = tokens[subset.keep_tokens :] flex_tokens = tokens[subset.keep_tokens :]
if subset.token_warmup_step < 1: # 初回に上書きする if subset.token_warmup_step < 1: # 初回に上書きする
subset.token_warmup_step = math.floor(subset.token_warmup_step * self.max_train_steps) subset.token_warmup_step = math.floor(subset.token_warmup_step * self.max_train_steps)
if subset.token_warmup_step and self.current_step < subset.token_warmup_step: if subset.token_warmup_step and self.current_step < subset.token_warmup_step:
tokens_len = ( tokens_len = (
math.floor((self.current_step) * ((len(flex_tokens) - subset.token_warmup_min) / (subset.token_warmup_step))) math.floor(
(self.current_step) * ((len(flex_tokens) - subset.token_warmup_min) / (subset.token_warmup_step))
)
+ subset.token_warmup_min + subset.token_warmup_min
) )
flex_tokens = flex_tokens[:tokens_len] flex_tokens = flex_tokens[:tokens_len]
def dropout_tags(tokens): def dropout_tags(tokens):
if subset.caption_tag_dropout_rate <= 0: if subset.caption_tag_dropout_rate <= 0:
return tokens return tokens
@@ -3152,7 +3156,8 @@ def add_dataset_arguments(
"--keep_tokens_separator", "--keep_tokens_separator",
type=str, type=str,
default="", default="",
help="A custom separator to divide the caption into fixed and flexible parts. Tokens before this separator will not be shuffled. If not specified, '--keep_tokens' will be used to determine the fixed number of tokens.", help="A custom separator to divide the caption into fixed and flexible parts. Tokens before this separator will not be shuffled. If not specified, '--keep_tokens' will be used to determine the fixed number of tokens."
+ " / captionを固定部分と可変部分に分けるためのカスタム区切り文字。この区切り文字より前のトークンはシャッフルされない。指定しない場合、'--keep_tokens'が固定部分のトークン数として使用される。",
) )
parser.add_argument( parser.add_argument(
"--caption_prefix", "--caption_prefix",