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Gradient clipping in train tab

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This commit is contained in:
Muhammad Rizqi Nur
2022-10-28 09:44:56 +07:00
parent 737eb28fac
commit 2a25729623
2 changed files with 16 additions and 1 deletions
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7
modules/ui.py
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@@ -1313,6 +1313,9 @@ def create_ui(wrap_gradio_gpu_call):
training_width = gr.Slider(minimum=64, maximum=2048, step=64, label="Width", value=512)
training_height = gr.Slider(minimum=64, maximum=2048, step=64, label="Height", value=512)
steps = gr.Number(label='Max steps', value=100000, precision=0)
with gr.Row():
clip_grad_mode = gr.Dropdown(value="disabled", label="Gradient Clipping", choices=["disabled", "value", "norm"])
clip_grad_value = gr.Number(value=1.0, show_label=False)
create_image_every = gr.Number(label='Save an image to log directory every N steps, 0 to disable', value=500, precision=0)
save_embedding_every = gr.Number(label='Save a copy of embedding to log directory every N steps, 0 to disable', value=500, precision=0)
save_image_with_stored_embedding = gr.Checkbox(label='Save images with embedding in PNG chunks', value=True)
@@ -1406,6 +1409,8 @@ def create_ui(wrap_gradio_gpu_call):
training_width,
training_height,
steps,
clip_grad_mode,
clip_grad_value,
create_image_every,
save_embedding_every,
template_file,
@@ -1431,6 +1436,8 @@ def create_ui(wrap_gradio_gpu_call):
training_width,
training_height,
steps,
clip_grad_mode,
clip_grad_value,
create_image_every,
save_embedding_every,
template_file,