upd

app.py

@@ -4,6 +4,8 @@ import requests
 import time 
 from transformers import AutoTokenizer, AutoModelForSeq2SeqLM, pipeline
 import paddlehub as hub
+# Importing the essential libraries for monitoring
+import psutil
 
 HF_TOKEN = os.environ["HF_TOKEN"]
 model = hub.Module(name='ernie_vilg')
@@ -39,6 +41,11 @@ def get_sd(translated_txt, samples, steps, scale, seed):
   print(f"translated_txt is : {translated_txt}")
   sd_img_gallery = sd_inf(translated_txt, samples, steps, scale, seed, fn_index=1)[0] 
   
+  #for CPU monitoring
+  # Testing the psutil library for both CPU and RAM performance details
+  print(f"CPU percent is: {psutil.cpu_percent()}")
+  print(f"virtual memory is : {psutil.virtual_memory().percent}")
+    
   return sd_img_gallery
 
 demo = gr.Blocks()