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latentblending
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sdh external

This commit is contained in:
Johannes Stelzer 2023-01-12 04:11:56 +01:00
parent 0685549673
commit c3cdab663b
1 changed files with 90 additions and 89 deletions
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157
gradio_ui.py
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@ -56,8 +56,13 @@ def compare_dicts(a, b):
return c return c
class BlendingFrontend(): class BlendingFrontend():
def __init__(self): def __init__(self, sdh=None):
self.use_debug = False if sdh is None:
self.use_debug = True
else:
self.use_debug = False
self.lb = LatentBlending(sdh)
self.share = True self.share = True
self.num_inference_steps = 30 self.num_inference_steps = 30
@ -70,7 +75,7 @@ class BlendingFrontend():
self.prompt1 = "" self.prompt1 = ""
self.prompt2 = "" self.prompt2 = ""
self.negative_prompt = "" self.negative_prompt = ""
self.dp_base = "/home/lugo/latentblending" self.dp_base = "/output/"
self.list_settings = [] self.list_settings = []
self.state_prev = {} self.state_prev = {}
self.state_current = {} self.state_current = {}
@ -84,24 +89,13 @@ class BlendingFrontend():
self.duration = 10 self.duration = 10
if not self.use_debug: if not self.use_debug:
self.init_diffusion() self.lb.sdh.num_inference_steps = self.num_inference_steps
self.height = self.lb.sdh.height self.height = self.lb.sdh.height
self.width = self.lb.sdh.width self.width = self.lb.sdh.width
else: else:
self.height = 420 self.height = 420
self.width = 420 self.width = 420
def init_diffusion(self):
fp_ckpt = "../stable_diffusion_models/ckpt/v2-1_512-ema-pruned.ckpt"
fp_config = 'configs/v2-inference.yaml'
# fp_ckpt = "../stable_diffusion_models/ckpt/v2-1_768-ema-pruned.ckpt"
# fp_config = 'configs/v2-inference-v.yaml'
sdh = StableDiffusionHolder(fp_ckpt, fp_config, num_inference_steps=self.num_inference_steps)
self.lb = LatentBlending(sdh)
self.use_debug = False
def change_depth_strength(self, value): def change_depth_strength(self, value):
self.depth_strength = value self.depth_strength = value
print(f"changed depth_strength to {value}") print(f"changed depth_strength to {value}")
@ -284,83 +278,90 @@ class BlendingFrontend():
list_return.extend([str_fill]) list_return.extend([str_fill])
return list_return return list_return
self = BlendingFrontend() if __name__ == "__main__":
fp_ckpt = "../stable_diffusion_models/ckpt/v2-1_512-ema-pruned.ckpt"
fp_config = 'configs/v2-inference.yaml'
sdh = StableDiffusionHolder(fp_ckpt, fp_config)
self = BlendingFrontend(sdh)
with gr.Blocks() as demo: with gr.Blocks() as demo:
with gr.Row(): with gr.Row():
prompt1 = gr.Textbox(label="prompt 1") prompt1 = gr.Textbox(label="prompt 1")
prompt2 = gr.Textbox(label="prompt 2") prompt2 = gr.Textbox(label="prompt 2")
negative_prompt = gr.Textbox(label="negative prompt") negative_prompt = gr.Textbox(label="negative prompt")
with gr.Row(): with gr.Row():
nmb_branches_final = gr.Slider(5, 125, self.nmb_branches_final, step=4, label='nmb trans images', interactive=True) nmb_branches_final = gr.Slider(5, 125, self.nmb_branches_final, step=4, label='nmb trans images', interactive=True)
height = gr.Slider(256, 2048, self.height, step=128, label='height', interactive=True) height = gr.Slider(256, 2048, self.height, step=128, label='height', interactive=True)
width = gr.Slider(256, 2048, self.width, step=128, label='width', interactive=True) width = gr.Slider(256, 2048, self.width, step=128, label='width', interactive=True)
with gr.Row(): with gr.Row():
num_inference_steps = gr.Slider(5, 100, self.num_inference_steps, step=1, label='num_inference_steps', interactive=True) num_inference_steps = gr.Slider(5, 100, self.num_inference_steps, step=1, label='num_inference_steps', interactive=True)
branch1_influence = gr.Slider(0.0, 1.0, self.branch1_influence, step=0.01, label='branch1_influence', interactive=True) branch1_influence = gr.Slider(0.0, 1.0, self.branch1_influence, step=0.01, label='branch1_influence', interactive=True)
guidance_scale = gr.Slider(1, 25, self.guidance_scale, step=0.1, label='guidance_scale', interactive=True) guidance_scale = gr.Slider(1, 25, self.guidance_scale, step=0.1, label='guidance_scale', interactive=True)
with gr.Row(): with gr.Row():
depth_strength = gr.Slider(0.01, 0.99, self.depth_strength, step=0.01, label='depth_strength', interactive=True) depth_strength = gr.Slider(0.01, 0.99, self.depth_strength, step=0.01, label='depth_strength', interactive=True)
guidance_scale_mid_damper = gr.Slider(0.01, 2.0, self.guidance_scale_mid_damper, step=0.01, label='guidance_scale_mid_damper', interactive=True) guidance_scale_mid_damper = gr.Slider(0.01, 2.0, self.guidance_scale_mid_damper, step=0.01, label='guidance_scale_mid_damper', interactive=True)
mid_compression_scaler = gr.Slider(1.0, 2.0, self.mid_compression_scaler, step=0.01, label='mid_compression_scaler', interactive=True) mid_compression_scaler = gr.Slider(1.0, 2.0, self.mid_compression_scaler, step=0.01, label='mid_compression_scaler', interactive=True)
with gr.Row(): with gr.Row():
b_newseed1 = gr.Button("rand seed 1") b_newseed1 = gr.Button("rand seed 1")
seed1 = gr.Number(42, label="seed 1", interactive=True) seed1 = gr.Number(42, label="seed 1", interactive=True)
b_newseed2 = gr.Button("rand seed 2") b_newseed2 = gr.Button("rand seed 2")
seed2 = gr.Number(420, label="seed 2", interactive=True) seed2 = gr.Number(420, label="seed 2", interactive=True)
b_compare = gr.Button("compare") b_compare = gr.Button("compare")
with gr.Row(): with gr.Row():
b_run = gr.Button('run preview!') b_run = gr.Button('run preview!')
with gr.Row(): with gr.Row():
img1 = gr.Image(label="1/5") img1 = gr.Image(label="1/5")
img2 = gr.Image(label="2/5") img2 = gr.Image(label="2/5")
img3 = gr.Image(label="3/5") img3 = gr.Image(label="3/5")
img4 = gr.Image(label="4/5") img4 = gr.Image(label="4/5")
img5 = gr.Image(label="5/5") img5 = gr.Image(label="5/5")
with gr.Row(): with gr.Row():
compare_text = gr.Textbox(label="") compare_text = gr.Textbox(label="")
with gr.Row(): with gr.Row():
fps = gr.Slider(1, 120, self.fps, step=1, label='fps', interactive=True) fps = gr.Slider(1, 120, self.fps, step=1, label='fps', interactive=True)
duration = gr.Slider(0.1, 30, self.duration, step=0.1, label='duration', interactive=True) duration = gr.Slider(0.1, 30, self.duration, step=0.1, label='duration', interactive=True)
b_save = gr.Button('save video') b_save = gr.Button('save video')
with gr.Row(): with gr.Row():
vid = gr.Video() vid = gr.Video()
# Bind the on-change methods # Bind the on-change methods
depth_strength.change(fn=self.change_depth_strength, inputs=depth_strength) depth_strength.change(fn=self.change_depth_strength, inputs=depth_strength)
num_inference_steps.change(fn=self.change_num_inference_steps, inputs=num_inference_steps) num_inference_steps.change(fn=self.change_num_inference_steps, inputs=num_inference_steps)
nmb_branches_final.change(fn=self.change_nmb_branches_final, inputs=nmb_branches_final) nmb_branches_final.change(fn=self.change_nmb_branches_final, inputs=nmb_branches_final)
guidance_scale.change(fn=self.change_guidance_scale, inputs=guidance_scale) guidance_scale.change(fn=self.change_guidance_scale, inputs=guidance_scale)
guidance_scale_mid_damper.change(fn=self.change_guidance_scale_mid_damper, inputs=guidance_scale_mid_damper) guidance_scale_mid_damper.change(fn=self.change_guidance_scale_mid_damper, inputs=guidance_scale_mid_damper)
mid_compression_scaler.change(fn=self.change_mid_compression_scaler, inputs=mid_compression_scaler) mid_compression_scaler.change(fn=self.change_mid_compression_scaler, inputs=mid_compression_scaler)
height.change(fn=self.change_height, inputs=height) height.change(fn=self.change_height, inputs=height)
width.change(fn=self.change_width, inputs=width) width.change(fn=self.change_width, inputs=width)
prompt1.change(fn=self.change_prompt1, inputs=prompt1) prompt1.change(fn=self.change_prompt1, inputs=prompt1)
prompt2.change(fn=self.change_prompt2, inputs=prompt2) prompt2.change(fn=self.change_prompt2, inputs=prompt2)
negative_prompt.change(fn=self.change_negative_prompt, inputs=negative_prompt) negative_prompt.change(fn=self.change_negative_prompt, inputs=negative_prompt)
seed1.change(fn=self.change_seed1, inputs=seed1) seed1.change(fn=self.change_seed1, inputs=seed1)
seed2.change(fn=self.change_seed2, inputs=seed2) seed2.change(fn=self.change_seed2, inputs=seed2)
fps.change(fn=self.change_fps, inputs=fps) fps.change(fn=self.change_fps, inputs=fps)
duration.change(fn=self.change_duration, inputs=duration) duration.change(fn=self.change_duration, inputs=duration)
branch1_influence.change(fn=self.change_branch1_influence, inputs=branch1_influence) branch1_influence.change(fn=self.change_branch1_influence, inputs=branch1_influence)
b_newseed1.click(self.randomize_seed1, outputs=seed1) b_newseed1.click(self.randomize_seed1, outputs=seed1)
b_newseed2.click(self.randomize_seed2, outputs=seed2) b_newseed2.click(self.randomize_seed2, outputs=seed2)
b_compare.click(self.compare_last, outputs=[img1, img2, img3, img4, img5, compare_text]) b_compare.click(self.compare_last, outputs=[img1, img2, img3, img4, img5, compare_text])
b_run.click(self.run, outputs=[img1, img2, img3, img4, img5]) b_run.click(self.run, outputs=[img1, img2, img3, img4, img5])
b_save.click(self.save, outputs=vid) b_save.click(self.save, outputs=vid)
demo.launch(share=self.share) demo.launch(share=self.share)