i am just starting with machine learning i am following this tutorial from Weights&Bias where they gave us some code and asked to run it i am unable to run the code
First I was getting the error
Keras requires TensorFlow 2.2 or higher
for which I tried this method
Following the advice given here, downgrading Keras did the trick for me without having to touch any other packages. Just do:
pip install keras==2.3.0
from this link
Error "Keras requires TensorFlow 2.2 or higher"
then I started getting the error
Using TensorFlow backend.
Traceback (most recent call last):
File "perceptron-single.py", line 6, in <module>
import wandb
File "C:\Users\hp\AppData\Local\Programs\Python\Python37\lib\site-packages\wandb\__init__.py", line 37, in <module>
from wandb import sdk as wandb_sdk
File "C:\Users\hp\AppData\Local\Programs\Python\Python37\lib\site-packages\wandb\sdk\__init__.py", line 9, in <module>
from .wandb_config import Config # noqa: F401
File "C:\Users\hp\AppData\Local\Programs\Python\Python37\lib\site-packages\wandb\sdk\wandb_config.py", line 10, in <module>
from six.moves.collections_abc import Sequence
*ModuleNotFoundError: No module named 'six.moves.collections_abc'
for which I tried this method
easy_install six
from this link
ImportError: No module named six
but it did not solve my issue
Using this method
pip install --ignore-installed six
From the following link solved the problem for me.
ImportError: No Module named six; six already installed
Although I still don't understand about what was actually wrong and how it got fixed.
Related
I try to install dash on a mac OS, and I have the following error when running 'import dash' on a python script:
Traceback (most recent call last):
File "app.py", line 16, in <module>
import dash
File "/Users/manuel/Library/Python/3.9/lib/python/site-packages/dash/__init__.py", line 5, in <module>
from .dash import Dash, no_update # noqa: F401,E402
File "/Users/manuel/Library/Python/3.9/lib/python/site-packages/dash/dash.py", line 17, in <module>
from flask_compress import Compress
File "/Users/manuel/Library/Python/3.9/lib/python/site-packages/flask_compress/__init__.py", line 1, in <module>
from .flask_compress import Compress
File "/Users/manuel/Library/Python/3.9/lib/python/site-packages/flask_compress/flask_compress.py", line 14, in <module>
import brotli
File "/Users/manuel/Library/Python/3.9/lib/python/site-packages/brotli.py", line 8, in <module>
import _brotli
ModuleNotFoundError: No module named '_brotli'
I can't figure it out what is the problem. I use python 3.7. I saw on the internet a similar issue on windows, but not on mac. I would be really grateful if you could help me.
You seem to have a broken installation of the brotli module (missing its native code component _brotli).
Try uninstalling it with pip uninstall brotli, then reinstall it; pip install brotli.
Going forward, I would heavily recommend you learn and use virtualenvs instead of installing everything into your Python's site-packages.
After uninstalling and installing again brotli it worked! Moreover, working in virtual environments is really more appropriate. Thank you a lot, AKX.
Using anaconda, I had installed python 2.7 and tensorflow 1.0.0 to run the package called DeepNovo.
Then I got following error when I tried to run this python script:
Traceback (most recent call last):
File "deepnovo_main.py", line 15, in module import deepnovo_model
File "/Data2/HJE/DeepNovo/deepnovo_model.py", line 43, in <module>
from tensorflow.python.ops import rnn_cell_impl
ImportError: cannot import name rnn_cell_impl
Anyone any ideas?
You want to include a package. That package already required other package. package name is rnn_cell_impl. Make sure path is correct. You can read python modules packages
I have installed package sentence-transformers using "pip install sentence-transformers".
But when I tried to import sentence-transformers in python, I am getting below error.
from sentence_transformers import SentenceTransformer
Traceback (most recent call last):
File "C:\ProgramData\Anaconda3\lib\site-packages\faiss\loader.py", line 34, in <module>
from .swigfaiss import *
File "C:\ProgramData\Anaconda3\lib\site-packages\faiss\swigfaiss.py", line 13, in <module>
from . import _swigfaiss
ImportError: DLL load failed while importing _swigfaiss: The specified module could not be found.
I tried to uninstall and install the package again but it didn't help, also checked the requirement listed in the link below "We recommend Python 3.6 or higher, PyTorch 1.6.0 or higher and transformers v3.1.0 or higher. The code does not work with Python 2.7.", all these requirements are satisfied.
https://pypi.org/project/sentence-transformers/#:~:text=Install%20from%20sources,with%20the%20matching%20CUDA%20Version.
Can anyone please help with this.
I am going mad for installing and import tensorflow for 6 weeks. I did everything; I installed it from spyder, Conda prompt and with different commands like pip install tensorflow and conda install tensorflow. my python version is 3.7 and after install when I want to import tensorflow in spyder I get this message:
import tensorflow
Traceback (most recent call last):
File "<ipython-input-4-d6579f534729>", line 1, in <module>
import tensorflow
File "C:\Users\sally\Anaconda3\lib\site-packages\tensorflow\__init__.py", line 27, in <module>
from tensorflow._api.v2 import audio
File "C:\Users\sally\Anaconda3\lib\site-packages\tensorflow\_api\v2\audio\__init__.py", line 8, in <module>
from tensorflow.python.ops.gen_audio_ops import decode_wav
File "C:\Users\sally\Anaconda3\lib\site-packages\tensorflow\python\__init__.py", line 52, in <module>
from tensorflow.core.framework.graph_pb2 import *
File "C:\Users\sally\Anaconda3\lib\site-packages\tensorflow\core\framework\graph_pb2.py", line 9, in <module>
from google.protobuf import symbol_database as _symbol_database
File "C:\Users\sally\Anaconda3\lib\site-packages\google\protobuf\symbol_database.py", line 184, in <module>
_DEFAULT = SymbolDatabase(pool=descriptor_pool.Default())
AttributeError: module 'google.protobuf.descriptor_pool' has no attribute 'Default
This is a very common issue. I have been there.
First: provide the following information:
- what operating system?
- do you want to run on cpu or gpu?
- if gpu, what gpu do you have?
- are your drivers up to date?
- Are your trying to run tensorflow though an IDE like Pycharm, is it more like Jupyter notebook stuff, or just cmd.
Second: There are some link that might be usefull. Here they are.
https://www.tensorflow.org/install/pip
https://www.tensorflow.org/install/gpu#software_requirements
There is a video that helped me, it might help you as well. With tensorflow it is really important to follow the instructions precisely, not missing any steps, and very important, not assuming that installing something with a higher version is no issue. If it says install 'whatever program'.version.1.1.x you can not install 'whatever program'.version.1.1.y
https://www.youtube.com/watch?v=qrkEYf-YDyI&t=1575s
I'm trying to implement fastai pretrain language model and it requires torch to work. After run the code, I got some problem about the import torch._C
I run it on my linux, python 3.7.1, via pip: torch 1.0.1.post2, cuda V7.5.17. I'm getting this error:
Traceback (most recent call last):
File "pretrain_lm.py", line 7, in <module>
import fastai
File "/home/andira/anaconda3/lib/python3.7/site-packages/fastai/__init__.py", line 1, in <module>
from .basic_train import *
File "/home/andira/anaconda3/lib/python3.7/site-packages/fastai/basic_train.py", line 2, in <module>
from .torch_core import *
File "/home/andira/anaconda3/lib/python3.7/site-packages/fastai/torch_core.py", line 2, in <module>
from .imports.torch import *
File "/home/andira/anaconda3/lib/python3.7/site-packages/fastai/imports/__init__.py", line 2, in <module>
from .torch import *
File "/home/andira/anaconda3/lib/python3.7/site-packages/fastai/imports/torch.py", line 1, in <module>
import torch, torch.nn.functional as F
File "/home/andira/anaconda3/lib/python3.7/site-packages/torch/__init__.py", line 84, in <module>
from torch._C import *
ImportError: libtorch_python.so: cannot open shared object file: No such file or directory
So I tried to run this line:
from torch._C import *
and got same result
ImportError: libtorch_python.so: cannot open shared object file: No such file or directory
I checked /home/andira/anaconda3/lib/python3.7/site-packages/torch/lib and there are only libcaffe2_gpu.so and libshm.so file, and I can't find libtorch_python.so either. My question is, what is actually libtorch_python.so? I've read some of article and like most of it talked about undefined symbol, not cannot open shared object file: No such file or directory like mine. I'm new at python and torch so I really appreciate your answer.
My problem is solved. I'm uninstalling my torch twice
pip uninstall torch
pip uninstall torch
and then re-installing it back:
pip install torch==1.0.1.post2
Try to use pytorch 1.4.0. For which, upgrade the pytorch library using the following command,
pip install -U torch==1.5
If you are working on Colab then use the following command,
!pip install -U torch==1.5
Still facing challenges on the library then install detectron2 library also.
!pip install detectron2 -f https://dl.fbaipublicfiles.com/detectron2/wheels/cu102/torch1.9/index.html
I run into this error when I accidentally overwrite pytorch with a different channel. My original pytorch installation is from pytorch channel and in a later update it was overwritten with the one from conda-forge. I got this error even if the version is the same. After reinstalling pytorch from pytorch channel, the error is gone.