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Change train better WebUI (wip)

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This commit is contained in:
litagin02
2023-12-28 13:50:10 +09:00
parent fb45423f13
commit 76463d0b85
2 changed files with 37 additions and 20 deletions
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55
webui_train.py
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@@ -125,9 +125,16 @@ def bert_gen(model_name):
def style_gen(model_name, num_processes):
dataset_path, _, _, _, config_path = get_path(model_name)
_, _, _, _, config_path = get_path(model_name)
result = subprocess_wrapper(
[python, "style_gen.py", "--config", config_path, "--num_processes", str(num_processes)]
[
python,
"style_gen.py",
"--config",
config_path,
"--num_processes",
str(num_processes),
]
)
if result.stderr:
return f"{result.stderr}"
@@ -187,8 +194,16 @@ english_teacher.wav|Mary|EN|How are you? I'm fine, thank you, and you?
日本語話者の単一話者データセットでも構いません。
"""
css = """
/* マークダウン要素のスタイル */
div.panel {
justify-content: space-between;
}
"""
if __name__ == "__main__":
with gr.Blocks(theme="NoCrypt/miku") as app:
with gr.Blocks(theme="NoCrypt/miku", css=css) as app:
gr.Markdown(initial_md)
with gr.Accordion(label="データの前準備", open=False):
gr.Markdown(prepare_md)
@@ -196,9 +211,9 @@ if __name__ == "__main__":
label="モデル名",
)
info = gr.Textbox(label="状況")
with gr.Row():
with gr.Column():
gr.Markdown(value="### Step 1: 設定ファイルの生成")
with gr.Row(variant="panel"):
with gr.Column(variant="panel", min_width=160):
gr.Markdown(value="Step 1: 設定ファイルの生成")
batch_size = gr.Slider(
label="バッチサイズ",
info="VRAM 12GBで4くらい",
@@ -221,28 +236,28 @@ if __name__ == "__main__":
value=True,
)
generate_config_btn = gr.Button(value="実行", variant="primary")
with gr.Column():
gr.Markdown(value="### Step 2: 音声ファイルの前処理")
with gr.Column(variant="panel", min_width=160):
gr.Markdown(value="Step 2: 音声ファイルの前処理")
resample_btn = gr.Button(value="実行", variant="primary")
with gr.Column():
gr.Markdown(value="### Step 3: 書き起こしファイルの前処理")
with gr.Column(variant="panel", min_width=160):
gr.Markdown(value="Step 3: 書き起こしファイルの前処理")
preprocess_text_btn = gr.Button(value="実行", variant="primary")
with gr.Column():
gr.Markdown(value="### Step 4: BERT特徴ファイルの生成")
with gr.Column(variant="panel", min_width=160):
gr.Markdown(value="Step 4: BERT特徴ファイルの生成")
bert_gen_btn = gr.Button(value="実行", variant="primary")
with gr.Column():
gr.Markdown(value="### Step 5: スタイル特徴ファイルの生成")
with gr.Column(variant="panel", min_width=160):
gr.Markdown(value="Step 5: スタイル特徴ファイルの生成")
num_processes = gr.Slider(
label="スレッドサイズ",
value=2,
label="プロセス数",
value=4,
minimum=1,
maximum=16,
step=1,
)
style_gen_btn = gr.Button(value="実行", variant="primary")
with gr.Row():
with gr.Row(variant="panel"):
with gr.Column():
gr.Markdown(value="### Final Step: 学習")
gr.Markdown(value="Final Step: 学習")
train_btn = gr.Button(value="学習", variant="primary")
generate_config_btn.click(
@@ -253,7 +268,9 @@ if __name__ == "__main__":
resample_btn.click(resample, inputs=[model_name], outputs=[info])
preprocess_text_btn.click(preprocess_text, inputs=[model_name], outputs=[info])
bert_gen_btn.click(bert_gen, inputs=[model_name], outputs=[info])
style_gen_btn.click(style_gen, inputs=[model_name, num_processes], outputs=[info])
style_gen_btn.click(
style_gen, inputs=[model_name, num_processes], outputs=[info]
)
train_btn.click(train, inputs=[model_name], outputs=[info])
app.launch(share=False, inbrowser=True)