Update app.py

app.py

@@ -1,19 +1,19 @@
-import gradio as gr
 import os
 import re
-#from tempfile import NamedTemporaryFile
-import numpy as np
 import spaces
 import random
 import string
-from diffusers import AutoPipelineForText2Image
 import torch
-from pathos.multiprocessing import ProcessingPool as ProcessPoolExecutor
 import requests
+import gradio as gr
+import numpy as np
 from lxml.html import fromstring
+from diffusers import AutoPipelineForText2Image
+#from tempfile import NamedTemporaryFile
+#from pathos.multiprocessing import ProcessingPool as ProcessPoolExecutor
 
-pool = ProcessPoolExecutor(4)
-pool.__enter__()
+#pool = ProcessPoolExecutor(1000)
+#pool.__enter__()
 
 #model_id = "runwayml/stable-diffusion-v1-5"
 #model_id = "kandinsky-community/kandinsky-3"
@@ -85,15 +85,15 @@ def generate_random_string(length):
     characters = string.ascii_letters + string.digits
     return ''.join(random.choice(characters) for _ in range(length))
 
-@spaces.GPU(duration=120)
+@spaces.GPU(duration=20) # 120
 def Piper(_do,_dont):
     return pipe(
         _do,
         height=512,
-        width=1024,
+        width=768, # 1024
         negative_prompt=_dont,
-        num_inference_steps=400,
-        guidance_scale=10
+        num_inference_steps=25, # 400
+        guidance_scale=1.1 # 10
     )
 
 def infer(prompt,prompt2):
@@ -132,7 +132,7 @@ footer {
     max-width: 15cm !important;
  }
 #image-container {
-    aspect-ratio: 1024 / 512 !important;
+    aspect-ratio: 768 / 512 !important;
 }
 .dropdown-arrow {
     display: none !important;