app.py

import gradio as gr
import spaces
import torch

zero = torch.Tensor([0]).cuda()
print(zero.device)  # <-- 'cpu'

@spaces.GPU
def greet(n):
    print(zero.device)  # <-- 'cuda:0'
    return f"Hello {zero + n} Tensor"

demo = gr.Interface(fn=greet, inputs=gr.Number(), outputs=gr.Text())
demo.launch()