Comments (3)
JasonGross
commented on June 20, 2024
Possibly related: after running into this issue with two wandb processes simultaneously, I'm seeing
OpenBLAS blas_thread_init: pthread_create failed
OpenBLAS blas_thread_init: pthread_create failed for thread 10 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 11 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 12 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 13 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 14 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 15 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 16 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 17 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 18 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 19 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 20 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 21 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 22 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 23 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 24 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 25 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 26 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 27 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 28 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 29 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 30 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 31 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 32 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 33 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 34 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 35 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 36 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 37 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 38 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 39 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 40 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 41 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 42 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 43 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 44 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 45 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 46 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 47 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 48 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 49 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 50 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 51 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 52 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 53 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 54 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 55 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 56 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 57 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 58 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 59 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 60 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 61 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 62 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
OpenBLAS blas_thread_init: pthread_create failed for thread 63 of 64: Resource temporarily unavailable
OpenBLAS blas_thread_init: RLIMIT_NPROC -1 current, -1 max
Traceback (most recent call last):
File "/root/jason_code/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/numpy/core/__init__.py", line 24, in <module>
from . import multiarray
File "/root/jason_code/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/numpy/core/multiarray.py", line 10, in <module>
from . import overrides
File "/root/jason_code/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/numpy/core/overrides.py", line 8, in <module>
from numpy.core._multiarray_umath import (
ImportError: PyCapsule_Import could not import module "datetime"
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/root/jason_code/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/numpy/__init__.py", line 130, in <module>
from numpy.__config__ import show as show_config
File "/root/jason_code/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/numpy/__config__.py", line 4, in <module>
from numpy.core._multiarray_umath import (
File "/root/jason_code/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/numpy/core/__init__.py", line 50, in <module>
raise ImportError(msg)
ImportError:
IMPORTANT: PLEASE READ THIS FOR ADVICE ON HOW TO SOLVE THIS ISSUE!
Importing the numpy C-extensions failed. This error can happen for
many reasons, often due to issues with your setup or how NumPy was
installed.
We have compiled some common reasons and troubleshooting tips at:
https://numpy.org/devdocs/user/troubleshooting-importerror.html
Please note and check the following:
* The Python version is: Python3.10 from "/root/jason_code/guarantees-based-mechanistic-interpretability/.venv/bin/python"
* The NumPy version is: "1.26.4"
and make sure that they are the versions you expect.
Please carefully study the documentation linked above for further help.
Original error was: PyCapsule_Import could not import module "datetime"
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/opt/conda/lib/python3.10/runpy.py", line 196, in _run_module_as_main
return _run_code(code, main_globals, None,
File "/opt/conda/lib/python3.10/runpy.py", line 86, in _run_code
exec(code, run_globals)
File "/root/jason_code/guarantees-based-mechanistic-interpretability/gbmi/exp_max_of_n/train.py", line 5, in <module>
import matplotlib.pyplot as plt
File "/root/jason_code/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/matplotlib/__init__.py", line 124, in <module>
import numpy
File "/root/jason_code/guarantees-based-mechanistic-interpretability/.venv/lib/python3.10/site-packages/numpy/__init__.py", line 135, in <module>
raise ImportError(msg) from e
ImportError: Error importing numpy: you should not try to import numpy from
its source directory; please exit the numpy source tree, and relaunch
your python interpreter from there.
Segmentation fault (core dumped)
on trying to run a third. Following stack exchange, OPENBLAS_NUM_THREADS=1 seems to fix the issue with the third process, so maybe wandb is not robust to failures to create enough threads?
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JasonGross
commented on June 20, 2024
Seems to be fixed after upgrading to the latest wandb, but it's pretty unfriendly to hang forever in recent versions of the CLI
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kptkin
commented on June 20, 2024
@JasonGross sorry that you experienced this issue and glad to hear it was resolved. Agreed if we didn't provide an appropriate indication it is not great.
We are still happy to debug what went wrong, but usually it helps if we have access to the debug logs or/and repro script as it help us better understand what we should be debugging.
Thanks!
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