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Description
🐛 Describe the bug
At shap, we have run into problems with our CI jobs on macOs, e.g. see here. I tracked this down to an issue with torch==2.2.1.
Here is code to reproduce the issue (this works on torch==2.2.0):
import time
import torch
from sklearn.datasets import fetch_california_housing
def test_something():
X, y = fetch_california_housing(return_X_y=True)
torch.tensor(X)
time.sleep(3)(execute with python -m pytest <filename>)
Stacktrace:
bash-3.2$ python -m pytest tests/explainers/test_segfault_minimal_example2.py
===========================================
7BE1
================================================ test session starts ============================================================================================
platform darwin -- Python 3.11.8, pytest-8.1.0, pluggy-1.4.0
Matplotlib: 3.8.3
Freetype: 2.6.1
rootdir: /Users/runner/work/shap/shap
configfile: pyproject.toml
plugins: cov-4.1.0, mpl-0.17.0
collected 1 item
tests/explainers/test_segfault_minimal_example2.py Fatal Python error: Segmentation fault
Thread 0x00000001140ad600 (most recent call first):
File "/Users/runner/work/shap/shap/tests/explainers/test_segfault_minimal_example2.py", line 8 in test_something
File "/Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages/_pytest/python.py", line 194 in pytest_pyfunc_call
File "/Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages/pluggy/_callers.py", line 102 in _multicall
File "/Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages/pluggy/_manager.py", line 119 in _hookexec
File "/Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages/pluggy/_hooks.py", line 501 in __call__
File "/Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages/_pytest/python.py", line 1769 in runtestSegmentation fault: 11Versions
PyTorch version: 2.2.1
Is debug build: False
CUDA used to build PyTorch: None
ROCM used to build PyTorch: N/A
OS: macOS 12.7.3 (x86_64)
GCC version: Could not collect
Clang version: 14.0.0 (clang-1400.0.29.202)
CMake version: version 3.28.3
Libc version: N/A
Python version: 3.11.8 (v3.11.8:db85d51d3e, Feb 6 2024, 18:02:37) [Clang 13.0.0 (clang-1300.0.29.30)] (64-bit runtime)
Python platform: macOS-12.7.3-x86_64-i386-64bit
Is CUDA available: False
CUDA runtime version: No CUDA
CUDA_MODULE_LOADING set to: N/A
GPU models and configuration: No CUDA
Nvidia driver version: No CUDA
cuDNN version: No CUDA
HIP runtime version: N/A
MIOpen runtime version: N/A
Is XNNPACK available: True
CPU:
Intel(R) Xeon(R) CPU E5-1650 v2 @ 3.50GHz
Versions of relevant libraries:
[pip3] numpy==1.26.4
[pip3] torch==2.2.1
[pip3] torchvision==0.17.0
[conda] No relevant packages
cc @malfet @albanD @frank-wei @jgong5 @mingfeima @XiaobingSuper @sanchitintel @ashokei @jingxu10
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Problem manifests as a hard crash, as opposed to a RuntimeErrorSpecific to x86 architectureMac OS related issuesRelated to OpenMP (omp) support in PyTorchSomeone else needs to try reproducing the issue given the instructions. No action needed from userThis issue has been looked at a team member, and triaged and prioritized into an appropriate module