Retrieval-based-Voice-Conversion-WebUI
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RVC-Project
MacOS Apple M1 Pro faiss-cpu==1.7.0 报错
修改requirements.txt中的
faiss-cpu==1.7.0; sys_platform == "darwin"
faiss-cpu==1.7.2; sys_platform == "darwin"
则不会报错，顺利安装成功。
python版本3.10 原安装错误信息
pip3 install faiss-cpu==1.7.0 --no-cache-dir
Collecting faiss-cpu==1.7.0
Downloading faiss-cpu-1.7.0.tar.gz (34 kB)
Preparing metadata (setup.py) ... done
Building wheels for collected packages: faiss-cpu
Building wheel for faiss-cpu (setup.py) ... error
error: subprocess-exited-with-error
× python setup.py bdist_wheel did not run successfully.
│ exit code: 1
╰─> [67 lines of output]
running bdist_wheel
running build
running build_py
running build_ext
building 'faiss._swigfaiss' extension
swigging faiss/faiss/python/swigfaiss.i to faiss/faiss/python/swigfaiss_wrap.cpp
swig -python -c++ -Doverride= -I/usr/local/include -Ifaiss -o faiss/faiss/python/swigfaiss_wrap.cpp faiss/faiss/python/swigfaiss.i
faiss/faiss/python/swigfaiss.i:241: Error: Unable to find 'faiss/impl/platform_macros.h'
faiss/faiss/python/swigfaiss.i:245: Error: Unable to find 'faiss/utils/ordered_key_value.h'
faiss/faiss/python/swigfaiss.i:246: Error: Unable to find 'faiss/utils/Heap.h'
faiss/faiss/python/swigfaiss.i:251: Error: Unable to find 'faiss/utils/AlignedTable.h'
faiss/faiss/python/swigfaiss.i:252: Error: Unable to find 'faiss/utils/partitioning.h'
faiss/faiss/python/swigfaiss.i:253: Error: Unable to find 'faiss/utils/hamming.h'
faiss/faiss/python/swigfaiss.i:356: Error: Unable to find 'faiss/utils/utils.h'
faiss/faiss/python/swigfaiss.i:357: Error: Unable to find 'faiss/utils/distances.h'
faiss/faiss/python/swigfaiss.i:358: Error: Unable to find 'faiss/utils/random.h'
faiss/faiss/python/swigfaiss.i:360: Error: Unable to find 'faiss/MetricType.h'
faiss/faiss/python/swigfaiss.i:363: Error: Unable to find 'faiss/Index.h'
faiss/faiss/python/swigfaiss.i:364: Error: Unable to find 'faiss/Clustering.h'
faiss/faiss/python/swigfaiss.i:366: Error: Unable to find 'faiss/utils/extra_distances.h'
faiss/faiss/python/swigfaiss.i:370: Error: Unable to find 'faiss/impl/ProductQuantizer.h'
faiss/faiss/python/swigfaiss.i:372: Error: Unable to find 'faiss/VectorTransform.h'
faiss/faiss/python/swigfaiss.i:373: Error: Unable to find 'faiss/IndexPreTransform.h'
faiss/faiss/python/swigfaiss.i:374: Error: Unable to find 'faiss/IndexFlat.h'
faiss/faiss/python/swigfaiss.i:375: Error: Unable to find 'faiss/IndexRefine.h'
faiss/faiss/python/swigfaiss.i:376: Error: Unable to find 'faiss/IndexLSH.h'
faiss/faiss/python/swigfaiss.i:377: Error: Unable to find 'faiss/impl/PolysemousTraining.h'
faiss/faiss/python/swigfaiss.i:378: Error: Unable to find 'faiss/IndexPQ.h'
faiss/faiss/python/swigfaiss.i:379: Error: Unable to find 'faiss/impl/io.h'
faiss/faiss/python/swigfaiss.i:381: Error: Unable to find 'faiss/invlists/InvertedLists.h'
faiss/faiss/python/swigfaiss.i:382: Error: Unable to find 'faiss/invlists/InvertedListsIOHook.h'
faiss/faiss/python/swigfaiss.i:384: Error: Unable to find 'faiss/invlists/BlockInvertedLists.h'
faiss/faiss/python/swigfaiss.i:385: Error: Unable to find 'faiss/invlists/DirectMap.h'
faiss/faiss/python/swigfaiss.i:388: Error: Unable to find 'faiss/IndexIVF.h'
faiss/faiss/python/swigfaiss.i:393: Error: Unable to find 'faiss/IVFlib.h'
faiss/faiss/python/swigfaiss.i:394: Error: Unable to find 'faiss/impl/ScalarQuantizer.h'
faiss/faiss/python/swigfaiss.i:395: Error: Unable to find 'faiss/IndexScalarQuantizer.h'
faiss/faiss/python/swigfaiss.i:396: Error: Unable to find 'faiss/IndexIVFSpectralHash.h'
faiss/faiss/python/swigfaiss.i:397: Error: Unable to find 'faiss/impl/HNSW.h'
faiss/faiss/python/swigfaiss.i:398: Error: Unable to find 'faiss/IndexHNSW.h'
faiss/faiss/python/swigfaiss.i:399: Error: Unable to find 'faiss/IndexIVFFlat.h'
faiss/faiss/python/swigfaiss.i:404: Error: Unable to find 'faiss/invlists/OnDiskInvertedLists.h'
faiss/faiss/python/swigfaiss.i:407: Error: Unable to find 'faiss/impl/lattice_Zn.h'
faiss/faiss/python/swigfaiss.i:408: Error: Unable to find 'faiss/IndexLattice.h'
faiss/faiss/python/swigfaiss.i:411: Error: Unable to find 'faiss/IndexIVFPQ.h'
faiss/faiss/python/swigfaiss.i:412: Error: Unable to find 'faiss/IndexIVFPQR.h'
faiss/faiss/python/swigfaiss.i:413: Error: Unable to find 'faiss/Index2Layer.h'
faiss/faiss/python/swigfaiss.i:415: Error: Unable to find 'faiss/IndexPQFastScan.h'
faiss/faiss/python/swigfaiss.i:416: Error: Unable to find 'faiss/IndexIVFPQFastScan.h'
faiss/faiss/python/swigfaiss.i:417: Error: Unable to find 'faiss/utils/quantize_lut.h'
faiss/faiss/python/swigfaiss.i:419: Error: Unable to find 'faiss/IndexBinary.h'
faiss/faiss/python/swigfaiss.i:420: Error: Unable to find 'faiss/IndexBinaryFlat.h'
faiss/faiss/python/swigfaiss.i:421: Error: Unable to find 'faiss/IndexBinaryIVF.h'
faiss/faiss/python/swigfaiss.i:422: Error: Unable to find 'faiss/IndexBinaryFromFloat.h'
faiss/faiss/python/swigfaiss.i:423: Error: Unable to find 'faiss/IndexBinaryHNSW.h'
faiss/faiss/python/swigfaiss.i:424: Error: Unable to find 'faiss/IndexBinaryHash.h'
faiss/faiss/python/swigfaiss.i:426: Error: Unable to find 'faiss/impl/ThreadedIndex.h'
faiss/faiss/python/swigfaiss.i:430: Error: Unable to find 'faiss/IndexShards.h'
faiss/faiss/python/swigfaiss.i:434: Error: Unable to find 'faiss/IndexReplicas.h'
faiss/faiss/python/swigfaiss.i:438: Error: Unable to find 'faiss/MetaIndexes.h'
faiss/faiss/python/swigfaiss.i:453: Error: Unable to find 'faiss/impl/AuxIndexStructures.h'
faiss/faiss/python/swigfaiss.i:639: Error: Unable to find 'faiss/index_io.h'
faiss/faiss/python/swigfaiss.i:640: Error: Unable to find 'faiss/clone_index.h'
faiss/faiss/python/swigfaiss.i:644: Error: Unable to find 'faiss/AutoTune.h'
faiss/faiss/python/swigfaiss.i:645: Error: Unable to find 'faiss/index_factory.h'
faiss/faiss/python/swigfaiss.i:646: Error: Unable to find 'faiss/MatrixStats.h'
error: command '/opt/homebrew/bin/swig' failed with exit code 1
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for faiss-cpu
Running setup.py clean for faiss-cpu
Failed to build faiss-cpu
ERROR: Could not build wheels for faiss-cpu, which is required to install pyproject.toml-based projects
使用brew install swig后重新可安装1.7.2
Because we didn't have it validated with 1.7.2 at the time. I will issue a PR for mps support in the near future.
m1 同样报错
ps：现在对apple sillicon支持的如何，我使用的时候要调整好多位置，但是最后还是错误
m1 可以按照readme使用brew安装试下
m1 同样报错 ps：现在对apple sillicon支持的如何，我使用的时候要调整好多位置，但是最后还是错误
m1 可以按照readme使用brew安装试下
后续出了问题 mat1 mat2类型不符合 我看了一下相关py文件，好像都是用cuda实现的，又不是很懂 所以等更新了
// macOS 13.2.1, Conda with Python 3.10, 0428完整包, M2Pro
一键推理时出现
1.FileNotFoundError: [Errno 2] No such file or directory: '<PathTo>/3_feature256' :当使用v1模型时出现(256维)
(当前master branch)前导出现AttributeError: module 'numpy' has no attribute 'int'错误
2.ValueError: need at least one array to concatenate : 当使用v2模型时出现(训练正常，Training is done,The program is closed.) .pth在推理页面可见，特征索引与特征文件生成未生成。
此后异常处理cleanup似乎存在问题:multiprocessing/resource_tracker.py:224: UserWarning: resource_tracker: There appear to be 20 leake d semaphore objects to clean up at shutdown
3.RuntimeError: mat1 and mat2 must have the same dtype
https://eyatu-vrc.hatenablog.com/entry/2023/04/06/193512 指出 FileError 大约是GPU-related ?( https://child-programmer.com/ai-voice-change-tutorial-q-a/#RVC_WebUI038_8211_ValueError_need_at_least_one_array_to_concatenate 好像ValueError也跟GPU有关...
conda + python 3.9 / 3.10, 通过pip/poetry 安装, faiss使用pip/conda安装, 都会遇到上面这三幻神（
如果pip uninstall faiss-cpu然后使用conda conda install -c "pytorch/" faiss-cpu, 启动即出现SystemError: initialization of _internal failed without raising an exception : conda install librosa解决
在折腾环境的同时httpx还会抛锚:
ValueError: invalid literal for int() with base 10: ':1' , 重新安装httpx解决
Different in here. conda install -c "pytorch/" faiss-cpu gave me another error:
(svc01) naozumi@Naozumis-MBP RVC-beta % python infer-web.py
Traceback (most recent call last):
File "infer-web.py", line 7, in <module>
import faiss
File "/usr/local/anaconda3/envs/svc01/lib/python3.8/site-packages/faiss/__init__.py", line 16, in <module>
from .loader import *
File "/usr/local/anaconda3/envs/svc01/lib/python3.8/site-packages/faiss/loader.py", line 65, in <module>
from .swigfaiss import *
File "/usr/local/anaconda3/envs/svc01/lib/python3.8/site-packages/faiss/swigfaiss.py", line 13, in <module>
from . import _swigfaiss
ImportError: dlopen(/usr/local/anaconda3/envs/svc01/lib/python3.8/site-packages/faiss/_swigfaiss.so, 0x0002): Library not loaded: @rpath/libmkl_intel_lp64.1.dylib
Referenced from: <4A025BD7-6F1F-3CD5-B319-DE475BB38238> /usr/local/anaconda3/envs/svc01/lib/libfaiss.dylib
Reason: tried: '/usr/local/anaconda3/envs/svc01/lib/libmkl_intel_lp64.1.dylib' (no such file), '/usr/local/anaconda3/envs/svc01/lib/python3.8/site-packages/faiss/../../../libmkl_intel_lp64.1.dylib' (no such file), '/usr/local/anaconda3/envs/svc01/lib/python3.8/site-packages/faiss/../../../libmkl_intel_lp64.1.dylib' (no such file), '/usr/local/anaconda3/envs/svc01/bin/../lib/libmkl_intel_lp64.1.dylib' (no such file), '/usr/local/anaconda3/envs/svc01/bin/../lib/libmkl_intel_lp64.1.dylib' (no such file), '/usr/local/lib/libmkl_intel_lp64.1.dylib' (no such file), '/usr/lib/libmkl_intel_lp64.1.dylib' (no such file, not in dyld cache)
I'm really confusing is this repo really support mps...
Different in here.
conda install -c "pytorch/" faiss-cpugave me another error:(svc01) naozumi@Naozumis-MBP RVC-beta % python infer-web.py Traceback (most recent call last): File "infer-web.py", line 7, in <module> import faiss File "/usr/local/anaconda3/envs/svc01/lib/python3.8/site-packages/faiss/__init__.py", line 16, in <module> from .loader import * File "/usr/local/anaconda3/envs/svc01/lib/python3.8/site-packages/faiss/loader.py", line 65, in <module> from .swigfaiss import * File "/usr/local/anaconda3/envs/svc01/lib/python3.8/site-packages/faiss/swigfaiss.py", line 13, in <module> from . import _swigfaiss ImportError: dlopen(/usr/local/anaconda3/envs/svc01/lib/python3.8/site-packages/faiss/_swigfaiss.so, 0x0002): Library not loaded: @rpath/libmkl_intel_lp64.1.dylib Referenced from: <4A025BD7-6F1F-3CD5-B319-DE475BB38238> /usr/local/anaconda3/envs/svc01/lib/libfaiss.dylib Reason: tried: '/usr/local/anaconda3/envs/svc01/lib/libmkl_intel_lp64.1.dylib' (no such file), '/usr/local/anaconda3/envs/svc01/lib/python3.8/site-packages/faiss/../../../libmkl_intel_lp64.1.dylib' (no such file), '/usr/local/anaconda3/envs/svc01/lib/python3.8/site-packages/faiss/../../../libmkl_intel_lp64.1.dylib' (no such file), '/usr/local/anaconda3/envs/svc01/bin/../lib/libmkl_intel_lp64.1.dylib' (no such file), '/usr/local/anaconda3/envs/svc01/bin/../lib/libmkl_intel_lp64.1.dylib' (no such file), '/usr/local/lib/libmkl_intel_lp64.1.dylib' (no such file), '/usr/lib/libmkl_intel_lp64.1.dylib' (no such file, not in dyld cache)
Not sure if it is for libmkl, because libmkl is also not present here on my Mac. Maybe trying conda install swig or conda update --all?
I'm really confusing is this repo really support mps...
Yeah, FileNotFoundError: [Errno 2] No such file or directory: '<PathTo>/3_feature256' comes in at step3a: training the model, and some Japanese developers have mentioned this as a GPU-related issue in their blogs (here probably MPS).
Now using faiss-cpu==1.7.3 and it's work https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/requirements.txt#LL8C1-L8C1
Had the same problem on M1, faiss-cpu==1.7.3 made pip install -r requirements.txt work for me as well.
