poedator
commented
9 months ago Got same error with 0.41.3.post1 when trying to test 4bit serialization. 0.41.3. works ok. installed and reinstalled twice. @Titus-von-Koeller please take a look
E CUDA Setup failed despite GPU being available. Please run the following command to get more information:
E
E python -m bitsandbytes
E
E Inspect the output of the command and see if you can locate CUDA libraries. You might need to add them
E to your LD_LIBRARY_PATH. If you suspect a bug, please take the information from python -m bitsandbytes
E and open an issue at: https://github.com/TimDettmers/bitsandbytes/issues
------------------------------------------------------------------------------------------------------------------------------------------------- Captured stdout -------------------------------------------------------------------------------------------------------------------------------------------------
False
===================================BUG REPORT===================================
================================================================================
The following directories listed in your path were found to be non-existent: {PosixPath('/nix/var/nix/profiles/default /home/optimus/.nix-profile')}
CUDA_SETUP: WARNING! libcudart.so not found in any environmental path. Searching in backup paths...
DEBUG: Possible options found for libcudart.so: {PosixPath('/usr/local/cuda/lib64/libcudart.so')}
CUDA SETUP: PyTorch settings found: CUDA_VERSION=121, Highest Compute Capability: 8.0.
CUDA SETUP: To manually override the PyTorch CUDA version please see:https://github.com/TimDettmers/bitsandbytes/blob/main/how_to_use_nonpytorch_cuda.md
CUDA SETUP: Loading binary /home/optimus/conda/envs/py38/lib/python3.8/site-packages/bitsandbytes/libbitsandbytes_cuda121.so...
/usr/lib/x86_64-linux-gnu/libstdc++.so.6: version `GLIBCXX_3.4.26' not found (required by /home/optimus/conda/envs/py38/lib/python3.8/site-packages/bitsandbytes/libbitsandbytes_cuda121.so)
CUDA SETUP: Something unexpected happened. Please compile from source:
git clone https://github.com/TimDettmers/bitsandbytes.git
cd bitsandbytes
CUDA_VERSION=121
python setup.py install
================================================================================================================================================ warnings summary =================================================================================================================================================
../conda/envs/py38/lib/python3.8/site-packages/bitsandbytes/cuda_setup/main.py:166
/home/optimus/conda/envs/py38/lib/python3.8/site-packages/bitsandbytes/cuda_setup/main.py:166: UserWarning: Welcome to bitsandbytes. For bug reports, please run
python -m bitsandbytes
warn(msg)
Titus-von-Koeller
Windrider30
github-actions[bot]
===================================BUG REPORT=================================== C:\Users\Dennis\AppData\Local\Programs\Python\Python310\lib\site-packages\bitsandbytes-0.41.3-py3.10.egg\bitsandbytes\cuda_setup\main.py:166: UserWarning: Welcome to bitsandbytes. For bug reports, please run
python -m bitsandbytes
warn(msg)
CUDA_SETUP: WARNING! libcudart.so not found in any environmental path. Searching in backup paths... The following directories listed in your path were found to be non-existent: {WindowsPath('/usr/local/cuda/lib64')} DEBUG: Possible options found for libcudart.so: set() CUDA SETUP: PyTorch settings found: CUDA_VERSION=121, Highest Compute Capability: 6.1. CUDA SETUP: To manually override the PyTorch CUDA version please see:https://github.com/TimDettmers/bitsandbytes/blob/main/how_to_use_nonpytorch_cuda.md C:\Users\Dennis\AppData\Local\Programs\Python\Python310\lib\site-packages\bitsandbytes-0.41.3-py3.10.egg\bitsandbytes\cuda_setup\main.py:166: UserWarning: WARNING: Compute capability < 7.5 detected! Only slow 8-bit matmul is supported for your GPU! If you run into issues with 8-bit matmul, you can try 4-bit quantization: https://huggingface.co/blog/4bit-transformers-bitsandbytes warn(msg) CUDA SETUP: Required library version not found: libbitsandbytes_cuda121_nocublaslt.so. Maybe you need to compile it from source? CUDA SETUP: Defaulting to libbitsandbytes_cpu.so...
================================================ERROR===================================== CUDA SETUP: CUDA detection failed! Possible reasons:
Required library not pre-compiled for this bitsandbytes release! CUDA SETUP: If you compiled from source, try again with
make CUDA_VERSION=DETECTED_CUDA_VERSIONfor example,make CUDA_VERSION=113. CUDA SETUP: The CUDA version for the compile might depend on your conda install. Inspect CUDA version viaconda list | grep cuda.CUDA SETUP: Problem: The main issue seems to be that the main CUDA runtime library was not detected. CUDA SETUP: Solution 1: To solve the issue the libcudart.so location needs to be added to the LD_LIBRARY_PATH variable CUDA SETUP: Solution 1a): Find the cuda runtime library via: find / -name libcudart.so 2>/dev/null CUDA SETUP: Solution 1b): Once the library is found add it to the LD_LIBRARY_PATH: export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:FOUND_PATH_FROM_1a CUDA SETUP: Solution 1c): For a permanent solution add the export from 1b into your .bashrc file, located at ~/.bashrc CUDA SETUP: Solution 2: If no library was found in step 1a) you need to install CUDA. CUDA SETUP: Solution 2a): Download CUDA install script: wget https://github.com/TimDettmers/bitsandbytes/blob/main/cuda_install.sh CUDA SETUP: Solution 2b): Install desired CUDA version to desired location. The syntax is bash cuda_install.sh CUDA_VERSION PATH_TO_INSTALL_INTO. CUDA SETUP: Solution 2b): For example, "bash cuda_install.sh 113 ~/local/" will download CUDA 11.3 and install into the folder ~/local CUDA SETUP: Setup Failed! Traceback (most recent call last): File "C:\Users\Dennis\AppData\Local\Programs\Python\Python310\lib\runpy.py", line 187, in _run_module_as_main mod_name, mod_spec, code = _get_module_details(mod_name, _Error) File "C:\Users\Dennis\AppData\Local\Programs\Python\Python310\lib\runpy.py", line 146, in _get_module_details return _get_module_details(pkg_main_name, error) File "C:\Users\Dennis\AppData\Local\Programs\Python\Python310\lib\runpy.py", line 110, in _get_module_details import(pkg_name) File "C:\Users\Dennis\AppData\Local\Programs\Python\Python310\lib\site-packages\bitsandbytes-0.41.3-py3.10.egg\bitsandbytes__init__.py", line 6, in
from . import cuda_setup, utils, research
File "C:\Users\Dennis\AppData\Local\Programs\Python\Python310\lib\site-packages\bitsandbytes-0.41.3-py3.10.egg\bitsandbytes\research__init.py", line 1, in
from . import nn
File "C:\Users\Dennis\AppData\Local\Programs\Python\Python310\lib\site-packages\bitsandbytes-0.41.3-py3.10.egg\bitsandbytes\research\nn\ init.py", line 1, in
from .modules import LinearFP8Mixed, LinearFP8Global
File "C:\Users\Dennis\AppData\Local\Programs\Python\Python310\lib\site-packages\bitsandbytes-0.41.3-py3.10.egg\bitsandbytes\research\nn\modules.py", line 8, in
from bitsandbytes.optim import GlobalOptimManager
File "C:\Users\Dennis\AppData\Local\Programs\Python\Python310\lib\site-packages\bitsandbytes-0.41.3-py3.10.egg\bitsandbytes\optim\ init__.py", line 6, in
from bitsandbytes.cextension import COMPILED_WITH_CUDA
File "C:\Users\Dennis\AppData\Local\Programs\Python\Python310\lib\site-packages\bitsandbytes-0.41.3-py3.10.egg\bitsandbytes\cextension.py", line 20, in
raise RuntimeError('''
RuntimeError:
CUDA Setup failed despite GPU being available. Please run the following command to get more information: