cuda try

app.py

@@ -9,14 +9,15 @@ import torch
 import json
 import bs4
 
+@spaces.GPU
 def install_cuda_toolkit():
-    CUDA_TOOLKIT_URL = "https://developer.download.nvidia.com/compute/cuda/12.4.0/local_installers/cuda_12.4.0_550.54.14_linux.run"
-    # CUDA_TOOLKIT_URL = "https://developer.download.nvidia.com/compute/cuda/12.2.0/local_installers/cuda_12.2.0_535.54.03_linux.run"
+    # CUDA_TOOLKIT_URL = "https://developer.download.nvidia.com/compute/cuda/11.8.0/local_installers/cuda_11.8.0_520.61.05_linux.run"
+    CUDA_TOOLKIT_URL = "https://developer.download.nvidia.com/compute/cuda/12.2.0/local_installers/cuda_12.2.0_535.54.03_linux.run"
     CUDA_TOOLKIT_FILE = "/tmp/%s" % os.path.basename(CUDA_TOOLKIT_URL)
     subprocess.call(["wget", "-q", CUDA_TOOLKIT_URL, "-O", CUDA_TOOLKIT_FILE])
     subprocess.call(["chmod", "+x", CUDA_TOOLKIT_FILE])
     subprocess.call([CUDA_TOOLKIT_FILE, "--silent", "--toolkit"])
-    
+
     os.environ["CUDA_HOME"] = "/usr/local/cuda"
     os.environ["PATH"] = "%s/bin:%s" % (os.environ["CUDA_HOME"], os.environ["PATH"])
     os.environ["LD_LIBRARY_PATH"] = "%s/lib:%s" % (
@@ -26,7 +27,10 @@ def install_cuda_toolkit():
     # Fix: arch_list[-1] += '+PTX'; IndexError: list index out of range
     os.environ["TORCH_CUDA_ARCH_LIST"] = "8.0;8.6"
 
-install_cuda_toolkkit()
+install_cuda_toolkit()
+
+device = "cuda" if torch.cuda.is_available() else "cpu"
+
 
 product_strings = []
 with open('./Data/products.json', 'r', encoding='utf-8') as f: