I have installed Lightning on my device using Conda.
nvcc -V
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2021 NVIDIA Corporation
Built on Thu_Nov_18_09:45:30_PST_2021
Cuda compilation tools, release 11.5, V11.5.119
Build cuda_11.5.r11.5/compiler.30672275_0
nvidia-smi
Fri Oct 13 21:34:35 2023
±--------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.113.01 Driver Version: 535.113.01 CUDA Version: 12.2 |
|-----------------------------------------±---------------------±---------------------+
| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|=========================================+======================+======================|
| 0 NVIDIA GeForce GTX 1660 … Off | 00000000:01:00.0 Off | N/A |
| N/A 84C P0 59W / 60W | 1826MiB / 6144MiB | 95% Default |
| | | N/A |
±----------------------------------------±---------------------±---------------------+
NOW:
The observed error is (after repetitive attempts to solve it):
import lightning
/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/torchvision/io/image.py:13: UserWarning: Failed to load image Python extension: 'libc10_cuda.so: cannot open shared object file: No such file or directory’If you don’t plan on using image functionality fromtorchvision.io, you can ignore this warning. Otherwise, there might be something wrong with your environment. Did you havelibjpegorlibpnginstalled before buildingtorchvisionfrom source?
warn(
Traceback (most recent call last):
File “”, line 1, in
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/lightning/init.py”, line 19, in
from lightning.pytorch.callbacks import Callback # noqa: E402
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/lightning/pytorch/init.py”, line 27, in
from lightning.pytorch.callbacks import Callback # noqa: E402
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/lightning/pytorch/callbacks/init.py”, line 14, in
from lightning.pytorch.callbacks.batch_size_finder import BatchSizeFinder
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/lightning/pytorch/callbacks/batch_size_finder.py”, line 24, in
from lightning.pytorch.callbacks.callback import Callback
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/lightning/pytorch/callbacks/callback.py”, line 22, in
from lightning.pytorch.utilities.types import STEP_OUTPUT
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/lightning/pytorch/utilities/types.py”, line 40, in
from torchmetrics import Metric
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/torchmetrics/init.py”, line 14, in
from torchmetrics import functional # noqa: E402
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/torchmetrics/functional/init.py”, line 14, in
from torchmetrics.functional.audio._deprecated import _permutation_invariant_training as permutation_invariant_training
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/torchmetrics/functional/audio/init.py”, line 14, in
from torchmetrics.functional.audio.pit import permutation_invariant_training, pit_permutate
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/torchmetrics/functional/audio/pit.py”, line 22, in
from torchmetrics.utilities import rank_zero_warn
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/torchmetrics/utilities/init.py”, line 14, in
from torchmetrics.utilities.checks import check_forward_full_state_property
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/torchmetrics/utilities/checks.py”, line 25, in
from torchmetrics.metric import Metric
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/torchmetrics/metric.py”, line 30, in
from torchmetrics.utilities.data import (
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/torchmetrics/utilities/data.py”, line 22, in
from torchmetrics.utilities.imports import _TORCH_GREATER_EQUAL_1_12, _XLA_AVAILABLE
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/torchmetrics/utilities/imports.py”, line 50, in
_TORCHAUDIO_GREATER_EQUAL_0_10: Optional[bool] = compare_version(“torchaudio”, operator.ge, “0.10.0”)
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/lightning_utilities/core/imports.py”, line 73, in compare_version
pkg = importlib.import_module(package)
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/importlib/init.py”, line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/torchaudio/init.py”, line 1, in
from . import ( # noqa: F401
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/torchaudio/_extension/init.py”, line 45, in
_load_lib(“libtorchaudio”)
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/torchaudio/_extension/utils.py”, line 64, in _load_lib
torch.ops.load_library(path)
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/site-packages/torch/_ops.py”, line 643, in load_library
ctypes.CDLL(path)
File “/home/aeternum/anaconda3/envs/lit/lib/python3.9/ctypes/init.py”, line 382, in init
self._handle = _dlopen(self._name, mode)
OSError: libtorch_cuda.so: cannot open shared object file: No such file or directory
HELP ME RESOLVE IT PLEASE T_T