check_device.py

import torch
from sentence_transformers import SentenceTransformer

def main():
    cuda_available = torch.cuda.is_available()
    print("torch.cuda.is_available:", cuda_available)

    if cuda_available:
        print("cuda device count:", torch.cuda.device_count())
        for i in range(torch.cuda.device_count()):
            print(f"cuda:{i} name:", torch.cuda.get_device_name(i))
        print("torch version:", torch.__version__)
        print("cuda version:", torch.version.cuda)
        device = "cuda"
    else:
        device = "cpu"

    model = SentenceTransformer("paraphrase-multilingual-mpnet-base-v2", device=device)
    print("sentence-transformers device:", model.device)

    x = model.encode(["тест"], convert_to_numpy=True)
    print("encode ok, shape:", x.shape)

if __name__ == "__main__":
    main()