Cannot work with pythorch2.5

Bug

Steps to reproduce the behavior:

1. I down load dgl in https://www.dgl.ai/pages/start.html use pip（stable），but i can not import

Traceback (most recent call last): File "d:a.py", line 4, in import dgl File "D:\For Programming\IDE\Anaconda3-2024.10.1-winx64\Anaconda3-envs\MT\Lib\site-packages\dgl_init.py", line 16, in from . import ( File "D:\For Programming\IDE\Anaconda3-2024.10.1-winx64\Anaconda3-envs\MT\Lib\site-packages\dgl\dataloading_init.py", line 13, in
from .dataloader import * File "D:\For Programming\IDE\Anaconda3-2024.10.1-winx64\Anaconda3-envs\MT\Lib\site-packages\dgl\dataloading\dataloader.py", line 27, in File "D:\For Programming\IDE\Anaconda3-2024.10.1-winx64\Anaconda3-envs\MT\Lib\site-packages\dgl\distributed_init.py", line 5, in
from .dist_graph import DistGraph, DistGraphServer, edge_split, node_split File "D:\For Programming\IDE\Anaconda3-2024.10.1-winx64\Anaconda3-envs\MT\Lib\site-packages\dgl\distributed\dist_graph.py", line 11, in
from .. import backend as F, graphbolt as gb, heterograph_index File "D:\For Programming\IDE\Anaconda3-2024.10.1-winx64\Anaconda3-envs\MT\Lib\site-packages\dgl\graphbolt_init.py", line 36, in load_graphbolt() File "D:\For Programming\IDE\Anaconda3-2024.10.1-winx64\Anaconda3-envs\MT\Lib\site-packages\dgl\graphbolt_init_.py", line 26, in load_graphbolt
raise FileNotFoundError( FileNotFoundError: Cannot find DGL C++ graphbolt library at D:\For Programming\IDE\Anaconda3-2024.10.1-winx64\Anaconda3-envs\MT\Lib\site-packages\dgl\graphbolt\graphbolt_pytorch_2.5.0.dll

To Reproduce

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Expected behavior

How to solve this problem

Environment

• DGL Version :2.2.1
• OS : win10
• How you installed DGL ( pip,):
• Python version:2.5.0
• CUDA/cuDNN version (if applicable):12.4

Additional context