polymath
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samim23
libtorch_cuda_cpp.so not found
Good morning, this is the first issue I open on GitHub, so please be patient :)
I am on Arch Linux (6.1.12-arch1-1 x86_64). I installed polymath through pip install.
My pip version is pip 23.0.1 from /usr/lib/python3.10/site-packages/pip (python 3.10).
I encountered this problem.
OSError: libtorch_cuda_cpp.so: cannot open shared object file: No such file or directory
My notebook is an MSI GE65 Raider 9SE and PyTorch uses my NVidia 2060 GPU.
Here is the command I gave and the output I received:
[fz@FZPC polymath]$ python polymath.py -a library/1.wav
----------------------------------------------------------------------------
--------------------------------- POLYMATH ---------------------------------
----------------------------------------------------------------------------
No Database file found: library/database.p
add video: library/1.wav to videos: 0
add wav or mp3 file
------ process audio library/1.wav
Finished procesing files: 1
------------------------------ Files in DB: 1 ------------------------------
is audio 1_a4e3843739c26f461790d53394bfe77c00b26ea297a1328968b00b611ce09902 1 /home/fz/Documents/github/polymath/library/1_a4e3843739c26f461790d53394bfe77c00b26ea297a1328968b00b611ce09902.wav
------------------------------ get_audio_features: 1_a4e3843739c26f461790d53394bfe77c00b26ea297a1328968b00b611ce09902 ------------------------------
1/8 segementation
> 0
> 1
> 2
> 3
> 4
> 5
> 6
> 7
> 8
> 9
> 10
> 11
> 12
> 13
> 14
> 15
> 16
> 17
> 18
> 19
> 20
> 21
> 22
> 23
2/8 pitch tracking
2023-02-26 20:55:17.954140: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2023-02-26 20:55:17.988489: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2023-02-26 20:55:17.988907: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2023-02-26 20:55:17.989552: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
2023-02-26 20:55:17.991506: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2023-02-26 20:55:17.992071: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2023-02-26 20:55:17.992463: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2023-02-26 20:55:18.799081: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2023-02-26 20:55:18.799450: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2023-02-26 20:55:18.799736: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2023-02-26 20:55:18.799898: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 4623 MB memory: -> device: 0, name: NVIDIA GeForce RTX 2060, pci bus id: 0000:01:00.0, compute capability: 7.5
2023-02-26 20:55:28.007107: I tensorflow/stream_executor/cuda/cuda_dnn.cc:384] Loaded cuDNN version 8600
688/688 [==============================] - 8s 7ms/step
3/8 load sample
4/8 sample separation
5/8 beat tracking
6/8 feature extraction
/home/fz/.local/lib/python3.10/site-packages/librosa/util/decorators.py:88: UserWarning: power_to_db was called on complex input so phase information will be discarded. To suppress this warning, call power_to_db(np.abs(D)**2) instead.
return f(*args, **kwargs)
/home/fz/Documents/github/polymath/polymath.py:302: FutureWarning: Pass y=[0. 0. 0. ... 0. 0. 0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error
S = librosa.feature.melspectrogram(y, sr=sr, n_mels=128)
7/8 feature aggregation
8/8 split stems
Traceback (most recent call last):
File "/home/fz/.local/bin/demucs", line 5, in <module>
from demucs.separate import main
File "/home/fz/.local/lib/python3.10/site-packages/demucs/separate.py", line 14, in <module>
import torchaudio as ta
File "/home/fz/.local/lib/python3.10/site-packages/torchaudio/__init__.py", line 1, in <module>
from torchaudio import ( # noqa: F401
File "/home/fz/.local/lib/python3.10/site-packages/torchaudio/_extension.py", line 135, in <module>
_init_extension()
File "/home/fz/.local/lib/python3.10/site-packages/torchaudio/_extension.py", line 105, in _init_extension
_load_lib("libtorchaudio")
File "/home/fz/.local/lib/python3.10/site-packages/torchaudio/_extension.py", line 52, in _load_lib
torch.ops.load_library(path)
File "/usr/lib/python3.10/site-packages/torch/_ops.py", line 573, in load_library
ctypes.CDLL(path)
File "/usr/lib/python3.10/ctypes/__init__.py", line 374, in __init__
self._handle = _dlopen(self._name, mode)
OSError: libtorch_cuda_cpp.so: cannot open shared object file: No such file or directory
1_a4e3843739c26f461790d53394bfe77c00b26ea297a1328968b00b611ce09902 tempo 172.27 duration 220.15 timbre -7.37 pitch 0.5 intensity -40.34 segments 25 frequency 395.55 key G4 name 1
thanks in advance for your help
[fz@FZPC ~]$ python --version Python 3.10.9
In the README.md I read that the python version required must be below 3.10... could it be the problem?
Dependencies required are satisfied.
[fz@FZPC ~]$ pip install git+https://github.com/spotify/basic-pitch.git
Defaulting to user installation because normal site-packages is not writeable
Collecting git+https://github.com/spotify/basic-pitch.git
Cloning https://github.com/spotify/basic-pitch.git to /tmp/pip-req-build-x1e6t1eo
Running command git clone --filter=blob:none --quiet https://github.com/spotify/basic-pitch.git /tmp/pip-req-build-x1e6t1eo
Resolved https://github.com/spotify/basic-pitch.git to commit ad9ab8a65d18a1cb06dee25f45855acc4598a10a
Preparing metadata (setup.py) ... done
Requirement already satisfied: librosa>=0.8.0 in ./.local/lib/python3.10/site-packages (from basic-pitch==0.2.0) (0.9.2)
Requirement already satisfied: mir_eval>=0.6 in ./.local/lib/python3.10/site-packages (from basic-pitch==0.2.0) (0.7)
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