I'm trying to get the 8bit quantised bloom models running on my machine.
I (seem to have) installed all of the dependencies, however, when I run my script, it errors - saying it can't find the cudaGetRuntime
I then tried switching to to conda environemnt - using conda activate (and conda install cudatoolkit)
and it says it cant find "bitsandbytes"
root#localhost:~# pip install bitsandbytes accelerate transformers
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Requirement already satisfied: bitsandbytes in /usr/local/lib/python3.10/dist-packages (0.35.4)
Requirement already satisfied: accelerate in /usr/local/lib/python3.10/dist-packages (0.15.0)
Requirement already satisfied: transformers in /usr/local/lib/python3.10/dist-packages (4.25.1)
Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from accelerate) (21.3)
Requirement already satisfied: psutil in /usr/local/lib/python3.10/dist-packages (from accelerate) (5.9.4)
Requirement already satisfied: pyyaml in /usr/lib/python3/dist-packages (from accelerate) (5.4.1)
Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.10/dist-packages (from accelerate) (1.23.4)
Requirement already satisfied: torch>=1.4.0 in /usr/local/lib/python3.10/dist-packages (from accelerate) (1.13.0)
Requirement already satisfied: tqdm>=4.27 in /usr/local/lib/python3.10/dist-packages (from transformers) (4.64.1)
Requirement already satisfied: requests in /usr/lib/python3/dist-packages (from transformers) (2.27.1)
Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from transformers) (3.8.2)
Requirement already satisfied: tokenizers!=0.11.3,<0.14,>=0.11.1 in /usr/local/lib/python3.10/dist-packages (from transformers) (0.13.2)
Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.10/dist-packages (from transformers) (2022.10.31)
Requirement already satisfied: huggingface-hub<1.0,>=0.10.0 in /usr/local/lib/python3.10/dist-packages (from transformers) (0.11.1)
Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub<1.0,>=0.10.0->transformers) (4.4.0)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/lib/python3/dist-packages (from packaging>=20.0->accelerate) (3.0.7)
Requirement already satisfied: nvidia-cuda-nvrtc-cu11==11.7.99 in /usr/local/lib/python3.10/dist-packages (from torch>=1.4.0->accelerate) (11.7.99)
Requirement already satisfied: nvidia-cublas-cu11==11.10.3.66 in /usr/local/lib/python3.10/dist-packages (from torch>=1.4.0->accelerate) (11.10.3.66)
Requirement already satisfied: nvidia-cuda-runtime-cu11==11.7.99 in /usr/local/lib/python3.10/dist-packages (from torch>=1.4.0->accelerate) (11.7.99)
Requirement already satisfied: nvidia-cudnn-cu11==8.5.0.96 in /usr/local/lib/python3.10/dist-packages (from torch>=1.4.0->accelerate) (8.5.0.96)
Requirement already satisfied: wheel in /usr/local/lib/python3.10/dist-packages (from nvidia-cublas-cu11==11.10.3.66->torch>=1.4.0->accelerate) (0.38.4)
Requirement already satisfied: setuptools in /usr/local/lib/python3.10/dist-packages (from nvidia-cublas-cu11==11.10.3.66->torch>=1.4.0->accelerate) (65.5.1)
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
root#localhost:~# python /tmp/pycharm_project_354/bloom8.py
File "/tmp/pycharm_project_354/bloom8.py", line 6, in <module>
from bitsandbytes.functional import quantize_blockwise, dequantize_blockwise
ModuleNotFoundError: No module named 'bitsandbytes'
Related
I was using the adbutils package without any trouble. I restarted my pc and it doesn't work anymore. I get the error "No module named 'adbutils'". Which is very weird because it worked earlier and I am sure it is installed, I can straight up see the folder in my directory. Pip uninstalling and installing didn't work as well. I did get a lot of requirement not statisfied errors when reinstalling it. Other packages that are installed in the same directory do work without a problem. If anyone know why this is please let me know. Thank you
File "c:/Users/marti_wfv2bf9/Desktop/Python Projects/ADB testing/adb-testing.py", line 2, in <module>
import adbutils
ModuleNotFoundError: No module named 'adbutils'
PS C:\Users\marti_wfv2bf9\Desktop\Python Projects\ADB testing>
This is what I get when I try to reinstall it with pip3
pip3 install adbutils
Collecting adbutils
Using cached adbutils-0.8.1-py3-none-win_amd64.whl (1.4 MB)
Requirement already satisfied: apkutils2<2.0,>=1.0.0 in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from adbutils) (1.0.0)
Requirement already satisfied: whichcraft in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from adbutils) (0.6.1)
Requirement already satisfied: requests in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from adbutils) (2.23.0)
Requirement already satisfied: six in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from adbutils) (1.14.0)
Requirement already satisfied: deprecation<3.0,>=2.0.6 in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from adbutils) (2.1.0)
Requirement already satisfied: retry>=0.9 in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from adbutils) (0.9.2)
Requirement already satisfied: pyelftools in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from apkutils2<2.0,>=1.0.0->adbutils) (0.26)
Requirement already satisfied: cigam in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from apkutils2<2.0,>=1.0.0->adbutils) (0.0.3)
Requirement already satisfied: xmltodict in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from apkutils2<2.0,>=1.0.0->adbutils) (0.12.0)
Requirement already satisfied: certifi>=2017.4.17 in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from requests->adbutils) (2020.4.5.1)
Requirement already satisfied: idna<3,>=2.5 in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from requests->adbutils) (2.9)
Requirement already satisfied: chardet<4,>=3.0.2 in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from requests->adbutils) (3.0.4)
Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from requests->adbutils) (1.25.8)
Requirement already satisfied: packaging in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from deprecation<3.0,>=2.0.6->adbutils) (20.4)
Requirement already satisfied: decorator>=3.4.2 in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from retry>=0.9->adbutils) (4.4.2)
Requirement already satisfied: py<2.0.0,>=1.4.26 in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from retry>=0.9->adbutils) (1.8.1)
Requirement already satisfied: pyparsing>=2.0.2 in c:\users\marti_wfv2bf9\appdata\local\packages\pythonsoftwarefoundation.python.3.8_qbz5n2kfra8p0\localcache\local-packages\python38\site-packages (from packaging->deprecation<3.0,>=2.0.6->adbutils) (2.4.7)
Installing collected packages: adbutils
Successfully installed adbutils-0.8.1
I have been trying to install tensorflow on my system for python3.8 with pip3 v 20.1.1 ; Linux ( Ubuntu 20.04 LTS ). after the download is complete it returns error that there is not enough space:
Using cached tensorflow-2.2.0-cp38-cp38-manylinux2010_x86_64.whl (516.3 MB)
Requirement already satisfied: google-pasta>=0.1.8 in ./.local/lib/python3.8/site-packages (from tensorflow) (0.2.0)
Requirement already satisfied: protobuf>=3.8.0 in ./.local/lib/python3.8/site-packages (from tensorflow) (3.12.2)
Requirement already satisfied: tensorboard<2.3.0,>=2.2.0 in ./.local/lib/python3.8/site-packages (from tensorflow) (2.2.2)
Requirement already satisfied: opt-einsum>=2.3.2 in ./.local/lib/python3.8/site-packages (from tensorflow) (3.2.1)
Requirement already satisfied: numpy<2.0,>=1.16.0 in ./.local/lib/python3.8/site-packages (from tensorflow) (1.18.4)
Requirement already satisfied: wrapt>=1.11.1 in ./.local/lib/python3.8/site-packages (from tensorflow) (1.12.1)
Requirement already satisfied: tensorflow-estimator<2.3.0,>=2.2.0 in ./.local/lib/python3.8/site-packages (from tensorflow) (2.2.0)
Requirement already satisfied: absl-py>=0.7.0 in ./.local/lib/python3.8/site-packages (from tensorflow) (0.9.0)
Requirement already satisfied: six>=1.12.0 in /usr/lib/python3/dist-packages (from tensorflow) (1.14.0)
Requirement already satisfied: h5py<2.11.0,>=2.10.0 in ./.local/lib/python3.8/site-packages (from tensorflow) (2.10.0)
Requirement already satisfied: gast==0.3.3 in ./.local/lib/python3.8/site-packages (from tensorflow) (0.3.3)
Requirement already satisfied: astunparse==1.6.3 in ./.local/lib/python3.8/site-packages (from tensorflow) (1.6.3)
Requirement already satisfied: keras-preprocessing>=1.1.0 in ./.local/lib/python3.8/site-packages (from tensorflow) (1.1.2)
Requirement already satisfied: termcolor>=1.1.0 in ./.local/lib/python3.8/site-packages (from tensorflow) (1.1.0)
Requirement already satisfied: wheel>=0.26; python_version >= "3" in /usr/lib/python3/dist-packages (from tensorflow) (0.34.2)
Requirement already satisfied: grpcio>=1.8.6 in ./.local/lib/python3.8/site-packages (from tensorflow) (1.29.0)
Requirement already satisfied: scipy==1.4.1; python_version >= "3" in ./.local/lib/python3.8/site-packages (from tensorflow) (1.4.1)
Requirement already satisfied: setuptools in /usr/lib/python3/dist-packages (from protobuf>=3.8.0->tensorflow) (45.2.0)
Requirement already satisfied: google-auth<2,>=1.6.3 in ./.local/lib/python3.8/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow) (1.16.1)
Requirement already satisfied: werkzeug>=0.11.15 in ./.local/lib/python3.8/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow) (1.0.1)
Requirement already satisfied: google-auth-oauthlib<0.5,>=0.4.1 in ./.local/lib/python3.8/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow) (0.4.1)
Requirement already satisfied: requests<3,>=2.21.0 in /usr/lib/python3/dist-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow) (2.22.0)
Requirement already satisfied: markdown>=2.6.8 in /usr/lib/python3/dist-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow) (3.1.1)
Requirement already satisfied: tensorboard-plugin-wit>=1.6.0 in ./.local/lib/python3.8/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow) (1.6.0.post3)
Requirement already satisfied: rsa<4.1,>=3.1.4 in ./.local/lib/python3.8/site-packages (from google-auth<2,>=1.6.3->tensorboard<2.3.0,>=2.2.0->tensorflow) (4.0)
Requirement already satisfied: pyasn1-modules>=0.2.1 in ./.local/lib/python3.8/site-packages (from google-auth<2,>=1.6.3->tensorboard<2.3.0,>=2.2.0->tensorflow) (0.2.8)
Requirement already satisfied: cachetools<5.0,>=2.0.0 in ./.local/lib/python3.8/site-packages (from google-auth<2,>=1.6.3->tensorboard<2.3.0,>=2.2.0->tensorflow) (4.1.0)
Requirement already satisfied: requests-oauthlib>=0.7.0 in ./.local/lib/python3.8/site-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.3.0,>=2.2.0->tensorflow) (1.3.0)
Requirement already satisfied: pyasn1>=0.1.3 in ./.local/lib/python3.8/site-packages (from rsa<4.1,>=3.1.4->google-auth<2,>=1.6.3->tensorboard<2.3.0,>=2.2.0->tensorflow) (0.4.8)
Requirement already satisfied: oauthlib>=3.0.0 in /usr/lib/python3/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.3.0,>=2.2.0->tensorflow) (3.1.0)
Installing collected packages: tensorflow
ERROR: Could not install packages due to an EnvironmentError: [Errno 28] No space left on device
I have 2GiB+ free space on all partitions except /srv, /boot and /boot/efi
What do I do?
I get this error when I try to call a geospark module
from geospark.register import GeoSparkRegistrator
ModuleNotFoundError: No module named 'geospark'
However if I do
pip install geospark
I get
Defaulting to user installation because normal site-packages is not writeable
Requirement already satisfied: geospark in /usr/local/lib/python3.6/dist-packages (1.3.0)
Requirement already satisfied: pyspark in /usr/local/lib/python3.6/dist-packages (from geospark) (2.4.5)
Requirement already satisfied: shapely in /usr/local/lib/python3.6/dist-packages (from geospark) (1.7.0)
Requirement already satisfied: findspark in /usr/local/lib/python3.6/dist-packages (from geospark) (1.3.0)
Requirement already satisfied: attrs in /usr/local/lib/python3.6/dist-packages (from geospark) (19.3.0)
Requirement already satisfied: py4j==0.10.7 in /usr/local/lib/python3.6/dist-packages (from pyspark->geospark) (0.10.7)
I'm trying to install Google Cloud's Video Intelligence library for Python.
However, when I run the command:
pip install --upgrade google-cloud-videointelligence
I get the following error:
(video_labeler) PS C:\path> pip install google-cloud-videointelligence
Collecting google-cloud-videointelligence
Using cached https://files.pythonhosted.org/packages/f0/32/4518904fb73fa8264c6e827df6c062e3c62b0a6dc7eb34a35b7e60d3ed93/google_cloud_videointelligence-1.11.0-py2.py3-none-any.whl
Requirement already satisfied: google-api-core[grpc]<2.0.0dev,>=1.14.0 in c:\path\lib\site-packages (from google-cloud-videointelligence) (1.14.3)
Requirement already satisfied: six>=1.10.0 in c:\path\lib\site-packages (from google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (1.12.0)
Requirement already satisfied: protobuf>=3.4.0 in c:\path\lib\site-packages (from google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (3.10.0)
Requirement already satisfied: requests<3.0.0dev,>=2.18.0 in c:\path\lib\site-packages (from google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (2.22.0)
Requirement already satisfied: pytz in c:\path\lib\site-packages (from google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (2019.3)
Requirement already satisfied: setuptools>=34.0.0 in c:\path\lib\site-packages (from google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (40.8.0)
Requirement already satisfied: googleapis-common-protos<2.0dev,>=1.6.0 in c:\path\lib\site-packages (from google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (1.6.0)
Requirement already satisfied: google-auth<2.0dev,>=0.4.0 in c:\path\lib\site-packages (from google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (1.6.3)
Requirement already satisfied: grpcio<2.0dev,>=1.8.2; extra == "grpc" in c:\path\lib\site-packages (from google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (1.24.1)
Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in c:\path\lib\site-packages (from requests<3.0.0dev,>=2.18.0->google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (1.25.6)
Requirement already satisfied: chardet<3.1.0,>=3.0.2 in c:\path\lib\site-packages (from requests<3.0.0dev,>=2.18.0->google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (3.0.4)
Requirement already satisfied: certifi>=2017.4.17 in c:\path\lib\site-packages (from requests<3.0.0dev,>=2.18.0->google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (2019.9.11)
Requirement already satisfied: idna<2.9,>=2.5 in c:\path\lib\site-packages (from requests<3.0.0dev,>=2.18.0->google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (2.8)
Requirement already satisfied: pyasn1-modules>=0.2.1 in c:\path\lib\site-packages (from google-auth<2.0dev,>=0.4.0->google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (0.2.7)
Requirement already satisfied: cachetools>=2.0.0 in c:\path\lib\site-packages (from google-auth<2.0dev,>=0.4.0->google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (3.1.1)
Requirement already satisfied: rsa>=3.1.4 in c:\path\lib\site-packages (from google-auth<2.0dev,>=0.4.0->google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (4.0)
Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in c:\path\lib\site-packages (from pyasn1-modules>=0.2.1->google-auth<2.0dev,>=0.4.0->google-api-core[grpc]<2.0.0dev,>=1.14.0->google-cloud-videointelligence) (0.4.7)
Installing collected packages: google-cloud-videointelligence
ERROR: Could not install packages due to an EnvironmentError: [Errno 2] No such file or directory: 'c:\\path\\Lib\\site-packages\\google\\cloud\\videointelligence_v1p1beta1\\gapic\\transports\\__pycache__\\video_intelligence_service_grpc_transport.cpython-37.pyc'
This is being run in a virtualenv based on Python 3.7.
Help to fixing this will be greatly appreciated.
try installing in a virtualenv
Mac/Linux
pip install virtualenv
virtualenv <your-env>
source <your-env>/bin/activate
<your-env>/bin/pip install google-cloud-videointelligence
Windows
pip install virtualenv
virtualenv <your-env>
<your-env>\Scripts\activate
<your-env>\Scripts\pip.exe install google-cloud-videointelligence
pip3 install tensorflow-gpu --user
whenever I run the above command I usually get this message;
Requirement already satisfied: tensorflow-gpu in ./.local/lib/python3.5/site-packages (1.9.0)
Requirement already satisfied: setuptools<=39.1.0 in ./.local/lib/python3.5/site-packages (from tensorflow-gpu) (39.1.0)
Requirement already satisfied: protobuf>=3.4.0 in ./.local/lib/python3.5/site-packages (from tensorflow-gpu) (3.6.0)
Requirement already satisfied: absl-py>=0.1.6 in ./.local/lib/python3.5/site-packages (from tensorflow-gpu) (0.3.0)
Requirement already satisfied: wheel>=0.26 in ./.local/lib/python3.5/site-packages (from tensorflow-gpu) (0.31.1)
Requirement already satisfied: numpy>=1.13.3 in ./.local/lib/python3.5/site-packages (from tensorflow-gpu) (1.15.0)
Requirement already satisfied: termcolor>=1.1.0 in ./.local/lib/python3.5/site-packages (from tensorflow-gpu) (1.1.0)
Requirement already satisfied: six>=1.10.0 in ./.local/lib/python3.5/site-packages (from tensorflow-gpu) (1.11.0)
Requirement already satisfied: gast>=0.2.0 in ./.local/lib/python3.5/site-packages (from tensorflow-gpu) (0.2.0)
Requirement already satisfied: tensorboard<1.10.0,>=1.9.0 in ./.local/lib/python3.5/site-packages (from tensorflow-gpu) (1.9.0)
Requirement already satisfied: grpcio>=1.8.6 in ./.local/lib/python3.5/site-packages (from tensorflow-gpu) (1.13.0)
Requirement already satisfied: astor>=0.6.0 in ./.local/lib/python3.5/site-packages (from tensorflow-gpu) (0.7.1)
Requirement already satisfied: werkzeug>=0.11.10 in ./.local/lib/python3.5/site-packages (from tensorboard<1.10.0,>=1.9.0->tensorflow-gpu) (0.14.1)
Requirement already satisfied: markdown>=2.6.8 in ./.local/lib/python3.5/site-packages (from tensorboard<1.10.0,>=1.9.0->tensorflow-gpu) (2.6.11)
and when I goto python3 and import tensorflow as tf;
I get the following errors:
ImportError: libcublas.so.9.0: cannot open shared object file: No such file or directory
I had the exact problem. I uninstalled tensorflow and followed the steps mentioned in the link below and it worked:
http://www.python36.com/how-to-install-tensorflow-gpu-with-cuda-9-2-for-python-on-ubuntu/