I am trying to install pytorch in Anaconda to work with Python 3.5 in Windows. Following the instructions in pytorch.org I introduced the following code in Anaconda:
pip3 install torch torchvision
But the following error came in:
Command "python setup.py egg_info" failed with error code 1 in C:\Users\sluis\AppData\Local\Temp\pip-install-qmrvz7b9\torch\
By searching on the web I found out that it may be because of setuptools being out of date but I checked and have it updated. I also tried:
conda install -c peterjc123 pytorch cuda80
But the following error arise:
The following specifications were found to be in conflict:
- pytorch
Use "conda info <package>" to see the dependencies for each package.
I also tried to load the pytorch's tar.bz2 file which I download in the following website:
anaconda.org/peterjc123/pytorch/files
And then just do:
$ conda install filename.tar.bz2
But I got the following error:
Error: HTTPError: 404 Client Error: None for url: file:///C|/Users/sluis/pytorch-0.3.1-py36_cuda80_cudnn6he774522_2.tar.bz2: file:///C|/Users/sluis/pytorch-0.3.1-py36_cuda80_cudnn6he774522_2.tar.bz2
I am quite new to this programming world so I don't really know how to dig more on the errors. Anyone knows how to get pytorch installed?
Edit: As suggested in the comments I tried:
conda install pytorch torchivsion -c pytorch
And I got the following error:
Error: Packages missing in current win-64 channels:
- pytorch
- torchvision
I did:
anaconda search -t conda torchvision
And tried to install dericlk/torchvision using the following command:
conda install -c derickl torchvision
But I am getting the same error:
Error: Package missing in current win-64 channels:
- torchvision
I couldn't find any torchvisionpackages for win-64.
conda list is giving me the following:
# packages in environment at C:\Users\aaaa\AppData\Local\Continuum\Anaconda3\envs\torchenv2:
#
mkl-include 2018.0.2 1 anaconda
certifi 2016.2.28 py35_0
cffi 1.10.0 py35_0
cmake 3.6.3 vc14_0 [vc14]
openmp 2018.0.0 intel_8 intel
mkl 2017.0.3 0
numpy 1.13.1 py35_0
pip 10.0.0 <pip>
pip 9.0.1 py35_1
pycparser 2.18 py35_0
python 3.5.4 0
pyyaml 3.12 py35_0
setuptools 36.4.0 py35_1
typing 3.6.2 py35_0
vc 14 0
vs2015_runtime 14.0.25420 0
wheel 0.29.0 py35_0
wincertstore 0.2 py35_0
zlib 1.2.11 vc14_0 [vc14]
=======
Go to the official PyTorch.org and follow the steps accordingly.
Select your preferences and you will see an appropriate command below on the page.
If you don't have GPU in the system, set CUDA as None or CPU
Example command:
conda install pytorch-cpu torchvision-cpu -c pytorch
The following worked for me. First install MKL:
conda install -c anaconda mkl
After this, install pytorch and torchvision:
conda install -c pytorch pytorch torchvision
For windows python 3.6 and above without cuda
pip install torch==1.2.0+cpu torchvision==0.4.0+cpu -f https://download.pytorch.org/whl/torch_stable.html
Can you please try with below steps
conda create -n pytorch_env python=3.5
source activate pytorch_env
conda install -c soumith pytorch
python
> import torch
You can even find pytorch after you execute command conda list.
For linux, cuda9.0, python3.6:
pip3 install http://download.pytorch.org/whl/cu90/torch-0.3.1-cp36-cp36m-linux_x86_64.whl
pip3 install torchvision
For other cuda/python version: check website: https://ptorch.com/news/145.html
try updating the base conda package with the following command,then you can try reistalling it.
conda update --all
conda update -n base conda
For me it worked doing this:
Uninstall the previous version: go to C:\users\username\anaconda3 and run the anaconda-uninstall.exe
Install again anaconda
then run the following commands on the anaconda pompt:
conda create -n my_env python=2.7
conda activate my_env
start the gui app
conda install -c peterjc123 pytorch
anaconda-navigator
For Readers live in 2021/06/xx:
use pip3 install torch
As an update, now the Pytorch official site has the right version depending on your system:
https://pytorch.org/
I recommend using the official website for installation. Some of the previous awnsers may lead to a version that is not adequate.
After Activating conda environment
Use below command
python3 -m pip install torch torchvision
Example
(torchenv) ubuntu#user :~$ python3 -m pip install torch torchvision
Visit https://anaconda.org/pytorch/torchvision and you will find the solution
conda install -c pytorch torchvision
Try running:
conda install -c pytorch pytorch
Related
I was trying to install tensorflow in a new conda environment, but I met an incompatibility issue.
First, I use conda search tensorflow-gpu -c conda-forge to search available packages, and the return is
Then, I use command conda create -n tf27 python=3.8 tensorflow-gpu=2.7.0 -c conda-forge to install version 2.7.0, but I met the error below
conda information:
You can check all available packages in anaconda by using the below code in the anaconda prompt:
conda list
To install TensorFlow in the anaconda environment:
conda install pip
#If you require the latest pip
pip install --upgrade pip
#To install current stable release of TensorFlow for CPU and GPU
pip install tensorflow
pip install tenosrflow-gpu
You can also specify the version you want to install as below:
pip install tensorflow==2.7
pip install tenosrflow-gpu==2.7
To install the latest version of TensorFlow
pip install --upgrade tensorflow
As a reference, please follow this document for installing TensorFlow in anaconda. Also check this Tested build configurations to find the compatible TensorFlow version for CPU and GPU support in your system.
After installing guiqwt and guidata as suggested on https://anaconda.org/conda-forge/guiqwt and https://anaconda.org/conda-forge/guidata, by running the code below in Anaconda prompt,
conda install -c conda-forge guiqwt
conda install -c conda-forge guidata
JupyterLab still has trouble finding the contents:
What is missing, and how can it be fixed?
So I have already installed all these packages.
But I cannot import them. Anaconda gives me the error: "No module named..."
# conda install -c conda-forge xgboost
import xgboost
# conda install -c conda-forge catboost
import catboost
# conda install -c conda-forge lightgbm
import lightgbm as lgb
I have looked all over the internet, no solutions work. I cannot import the packages.
Try create its own environment:
conda create -n boost python=3.6
Then activate it and install your packages there:
conda activate boost
conda install -c conda-forge spyder xgboost catboost lightgbm
In the environment type:
spyder
And happy coding
(Spyder maintainer here) To solve this problem you need to:
Create a conda env to install all packages that come from conda-forge. That's because conda-forge packages are binary incompatible with the default packages provided by Anaconda.
Read our guide to understand how to connect Spyder to different Python environments.
How can I install dash step-by-step?
I'm really new at importing packages in python. I have python 3.6.4 on my computer and I'm trying to install the dash package, dash_core_components.
I tried to type in the anaconda prompt: conda install dash (not available for current channels)
I also tried to install pip through conda: conda install pip then pip install dash ... but got an error also.
I'm really new and honestly don't really know what I'm doing. I got a pop-up from spyder when I open it saying to never use pip, it can break stuff. I don't understand why.
Here are the commands to get conda to install dash:
conda install -c conda-forge dash-renderer
conda install -c conda-forge dash
conda install -c conda-forge dash-html-components
conda install -c conda-forge dash-core-components
conda install -c conda-forge plotly
If you go to the Anaconda site and search for the package they will give you the conda command to install the package.
Along with the others. You can also try the following:
import pip
pip.main(['install', 'dash-renderer', '--user'])
pip.main(['install', 'dash', '--user'])
pip.main(['install', 'dash-html-components', '--user'])
pip.main(['install', 'dash-core-components', '--user'])
pip.main(['install', 'plotly', '--user'])
Note: This will install the packages only for the current session.
or
Try the following too:
!pip install dash-renderer
!pip install dash
!pip install dash-html-components
!pip install dash-core-components
!pip install plotly
Per most recent update from Dash website, the below should now be sufficient:
pip install dash==1.8.0
Note: starting with dash 0.37.0, dash automatically installs
dash-renderer, dash-core-components, dash-html-components, and
dash-table, using known-compatible versions of each. You need not and
should not install these separately any longer, only dash itself.
Per Lucas's comment above, with Anaconda distribution use :
conda install -c conda-forge dash
Try one of the following:
conda install -c conda-forge dash
conda install -c conda-forge/label/broken dash
It worked for me for a different package (opencv). Source at this link from anaconda.org
I used to have pytorch working for python 3 on OS X but now I can't get it to install automatically for some reason (I don't want to do from source).
I did:
conda install pytorch torchvision -c pytorch
as the website suggested... then I got a mkl error so I installed it but it still complains about it:
(FTIR_py3) brandomiranda~/home_simulation_research/FTIR/FTIR_proj $ conda install pytorch torchvision -c pytorch
Fetching package metadata ...........
Solving package specifications:
PackageNotFoundError: Package not found: '' Dependencies missing in current osx-64 channels:
- pytorch -> mkl >=2018
- torchvision -> pytorch >=0.3 -> mkl >=2018
You can search for packages on anaconda.org with
anaconda search -t conda mkl
You may need to install the anaconda-client command line client with
conda install anaconda-client
but I do have mkl:
(FTIR_py3) brandomiranda~/home_simulation_research/FTIR/FTIR_proj $ conda install mkl
Fetching package metadata .........
Solving package specifications: .
# All requested packages already installed.
# packages in environment at /Users/brandomiranda/miniconda3/envs/FTIR_py3:
#
mkl 2017.0.3 0
anyone know whats going on? it used to work a few days ago...
longer thread on pytorch forum:
https://discuss.pytorch.org/t/issues-installing-pytorch-for-os-x-with-conda/11496
As suggested in PyTorch forum, I think you should first install MKL. Your error trace also says that MKL is missing in your system. You can install MKL by doing:
$ conda install -c anaconda mkl
After this, install pytorch and torchvision by
$ conda install -c pytorch pytorch torchvision
Update conda first with conda update conda and try again.
It helped in my case.
Disclaimer: I didn't come up with this myself, but rather copied from github issue.