Can't install pytorch with pip on Windows
Question:
I’m trying to install Pytorch with Windows and I’m using the commands of the official site
https://pytorch.org/get-started/locally/
pip3 install torch==1.2.0 torchvision==0.4.0 -f https://download.pytorch.org/whl/torch_stable.html
This is the command if I choose Windows, Cuda 10.0, and Python 3.7
But if I run this I get the error message:
ERROR: Could not find a version that satisfies the requirement torch==1.2.0 (from versions: 0.1.2, 0.1.2.post1, 0.1.2.post2)
ERROR: No matching distribution found for torch==1.2.0
So why does this happen?
My pip is version 19.2 and I am in a newly installed python 3.7 environment
Answers:
Try installing via .whl file from Christoph Gohlke’s repo at this link: https://www.lfd.uci.edu/~gohlke/pythonlibs/
Make sure you get the right one for your python version (cp37 at the bottom).
Navigate to the file or save it to your working directory, then use
pip3 install path-to-file.whl
So you have Cuda 10 installed? If you do, try this:
pip3 install https://download.pytorch.org/whl/cu100/torch-1.2.0-cp37-cp37m-win_amd64.whl
followed by:
pip3 install torchvision
To check if it was installed properly, type this into your command line:
python
followed by:
from __future__ import print_function
import torch
x = torch.rand(5, 3)
print(x)
If you get this output:
tensor([[0.3380, 0.3845, 0.3217],
[0.8337, 0.9050, 0.2650],
[0.2979, 0.7141, 0.9069],
[0.1449, 0.1132, 0.1375],
[0.4675, 0.3947, 0.1426]])
PyTorch was installed correctly!
The most likely reason for Your issue is a 32-bit installation of python, while the torch libraries rely on having a 64-bit version. I had exactly the same issue.
Just start python
from command line and observe
C:Usersmarci>python
Python 3.7.4 (tags/v3.7.4:e09359112e, Jul 8 2019, 20:34:20) [MSC v.1916 64 bit (AMD64)] on win32
My installation now shows 64 bits. If Yours shows 32, then install 64-bit python. I used this link: Official python 64-bit Windows installer
I had the same issue, and what I noticed is that I was using Python 3.8.1 and the latest PyTorch was for Python 3.7.
I uninstalled Python 3.8.1 and installed 3.7.6 and voila, it worked!
Not sure if this is your case, but it helped me.
pip install torch==1.2.0+cpu torchvision==0.4.0+cpu -f
https://download.pytorch.org/whl/torch_stable.html
Please use this, worked out for me.
I tried multiple solutions and it wasn’t working on Windows 10 until I tried this:
pip install torch==1.5.0+cpu -f https://download.pytorch.org/whl/torch_stable.html
If you want your GPU enabled then remove the "+CPU":
pip install torch==1.5.0 -f https://download.pytorch.org/whl/torch_stable.html
PyTorch is now torch.
import torch
print(help("torch"))
try the following in your IDE command prompt then restart the IDE:
conda install pytorch -c pytorch
Go here https://pytorch.org/get-started/previous-versions/ and find the appropriate command for the version you want.
But first it is best to create an virtual environment with the right version of python
conda create -n you_env_name python=?.?.?
Then activate the environment
conda activate your_env_name
it’s because your python version is 32bit while you’re trying to download a 64bit version of Pytorch, navigate to pytorch_whl_page and choose an appreciate version of Pytorch
or reinstall python from the official Python page to a 64bit version
You will find the correct code to run on the PyTorch website.
There, you can choose your OS, platform, pip, conda and other customisation.
For example, the code to install the PyTorch package on Windows using pip and the CUDA 10.2 platform is (without the quotes:
"pip3 install torch==1.9.0+cu102 torchvision==0.10.0+cu102 torchaudio===0.9.0 -f https://download.pytorch.org/whl/torch_stable.html"
Just downgrade your python version. I was using Python 3.10 then I uninstalled that and reinstalled python 3.7. It started working for me
As a fresh try, i ran into the same problem and it took me a long time but i solved at the end of efforts. After I saw this note "Currently, PyTorch on Windows only supports Python 3.8-3.11; Python 2.x is not supported." on https://pytorch.org/get-started/locally the lights flashed. I found 3.10.11 version and downloaded. In Cmd i typed "pip3 install torch torchvision torchaudio –index-url https://download.pytorch.org/whl/cu118" that command which stated on the website. After these steps my problem solved.
I hope it can be useful to those who encounter the same problem.
I’m trying to install Pytorch with Windows and I’m using the commands of the official site
https://pytorch.org/get-started/locally/
pip3 install torch==1.2.0 torchvision==0.4.0 -f https://download.pytorch.org/whl/torch_stable.html
This is the command if I choose Windows, Cuda 10.0, and Python 3.7
But if I run this I get the error message:
ERROR: Could not find a version that satisfies the requirement torch==1.2.0 (from versions: 0.1.2, 0.1.2.post1, 0.1.2.post2)
ERROR: No matching distribution found for torch==1.2.0
So why does this happen?
My pip is version 19.2 and I am in a newly installed python 3.7 environment
Try installing via .whl file from Christoph Gohlke’s repo at this link: https://www.lfd.uci.edu/~gohlke/pythonlibs/
Make sure you get the right one for your python version (cp37 at the bottom).
Navigate to the file or save it to your working directory, then use
pip3 install path-to-file.whl
So you have Cuda 10 installed? If you do, try this:
pip3 install https://download.pytorch.org/whl/cu100/torch-1.2.0-cp37-cp37m-win_amd64.whl
followed by:
pip3 install torchvision
To check if it was installed properly, type this into your command line:
python
followed by:
from __future__ import print_function
import torch
x = torch.rand(5, 3)
print(x)
If you get this output:
tensor([[0.3380, 0.3845, 0.3217],
[0.8337, 0.9050, 0.2650],
[0.2979, 0.7141, 0.9069],
[0.1449, 0.1132, 0.1375],
[0.4675, 0.3947, 0.1426]])
PyTorch was installed correctly!
The most likely reason for Your issue is a 32-bit installation of python, while the torch libraries rely on having a 64-bit version. I had exactly the same issue.
Just start python
from command line and observe
C:Usersmarci>python
Python 3.7.4 (tags/v3.7.4:e09359112e, Jul 8 2019, 20:34:20) [MSC v.1916 64 bit (AMD64)] on win32
My installation now shows 64 bits. If Yours shows 32, then install 64-bit python. I used this link: Official python 64-bit Windows installer
I had the same issue, and what I noticed is that I was using Python 3.8.1 and the latest PyTorch was for Python 3.7.
I uninstalled Python 3.8.1 and installed 3.7.6 and voila, it worked!
Not sure if this is your case, but it helped me.
pip install torch==1.2.0+cpu torchvision==0.4.0+cpu -f
https://download.pytorch.org/whl/torch_stable.html
Please use this, worked out for me.
I tried multiple solutions and it wasn’t working on Windows 10 until I tried this:
pip install torch==1.5.0+cpu -f https://download.pytorch.org/whl/torch_stable.html
If you want your GPU enabled then remove the "+CPU":
pip install torch==1.5.0 -f https://download.pytorch.org/whl/torch_stable.html
PyTorch is now torch.
import torch
print(help("torch"))
try the following in your IDE command prompt then restart the IDE:
conda install pytorch -c pytorch
Go here https://pytorch.org/get-started/previous-versions/ and find the appropriate command for the version you want.
But first it is best to create an virtual environment with the right version of python
conda create -n you_env_name python=?.?.?
Then activate the environment
conda activate your_env_name
it’s because your python version is 32bit while you’re trying to download a 64bit version of Pytorch, navigate to pytorch_whl_page and choose an appreciate version of Pytorch
or reinstall python from the official Python page to a 64bit version
You will find the correct code to run on the PyTorch website.
There, you can choose your OS, platform, pip, conda and other customisation.
For example, the code to install the PyTorch package on Windows using pip and the CUDA 10.2 platform is (without the quotes:
"pip3 install torch==1.9.0+cu102 torchvision==0.10.0+cu102 torchaudio===0.9.0 -f https://download.pytorch.org/whl/torch_stable.html"
Just downgrade your python version. I was using Python 3.10 then I uninstalled that and reinstalled python 3.7. It started working for me
As a fresh try, i ran into the same problem and it took me a long time but i solved at the end of efforts. After I saw this note "Currently, PyTorch on Windows only supports Python 3.8-3.11; Python 2.x is not supported." on https://pytorch.org/get-started/locally the lights flashed. I found 3.10.11 version and downloaded. In Cmd i typed "pip3 install torch torchvision torchaudio –index-url https://download.pytorch.org/whl/cu118" that command which stated on the website. After these steps my problem solved.
I hope it can be useful to those who encounter the same problem.