rebuild pip wheels with manylinux

[soumith]

For install instructions please go to http://pytorch.org

This is needed to work across many different linux distros, new and old.

manylinux will build the wheel on a CentOS5 (yes!) Docker machine.

[soumith]

this is really dumb, but after reading PEP-513 and looking at what TF and others do, all the user-failures came down to the name of the file.

I fixed the filenames on the website pip install commands.

I'm still going to setup manylinux wheels, but de-prioritizing this down to low.

[L3viathan]

Running pip install pytorch prints RuntimeError: PyTorch does not currently provide packages for PyPI (see status at https://github.com/pytorch/pytorch/issues/566). That doesn't seem related to this issue at all, maybe #939 was meant, or #707?

[pannous]

If you don't support pypi, why send users here and not to http://pytorch.org/ ?
Or even tell them directly to

pip install http://download.pytorch.org/whl/torch-0.1.10.post1-cp35-cp35m-macosx_10_6_x86_64.whl
pip install torchvision 

etc, depending on the platform

[Lowpassfilter]

hi guys, I got an error when I execute the second command "pip install torchvision", and the error report is

Collecting torchvision
Using cached torchvision-0.1.8-py2.py3-none-any.whl
Collecting torch (from torchvision)
Using cached torch-0.1.2.post1.tar.gz
Complete output from command python setup.py egg_info:
Traceback (most recent call last):
File "<string>", line 1, in <module>
File "/tmp/pip-build-hho2Nf/torch/setup.py", line 11, in <module>
raise RuntimeError(README)
RuntimeError: PyTorch does not currently provide packages for PyPI (see status at #566).
Please follow the instructions at http://pytorch.org/ to install with miniconda instead.
----------------------------------------
Command "python setup.py egg_info" failed with error code 1 in /tmp/pip-build-hho2Nf/torch/

The problem that confused me is that "/tmp/pip-build-hho2Nf/torch/setup.py", where the error happens, seems to be a temporary file and I don't know what's in its line 11, so I can't start to debug the problem. Can any one tell me what is this setup.py file?

My computer needs proxy, but I don't think this is relevant because pip command works fine with other packages on my computer. Meanwhile, when I downloaded the torchvision whl file and try to install it locally, the same error happens.

My operating system is Linux mint 18, a derivative of Ubuntu 16 LTS. It strange that these two pip command in my laptop(also a mint 18 system) works fine.

Thank you for you help and time.

[soumith]

@Lowpassfilter first install pytorch, and then install torchvision

[Lowpassfilter]

@soumith do you mean the following two commands:

pip install http://download.pytorch.org/whl/cu75/torch-0.1.12.post2-cp27-none-linux_x86_64.whl
pip install torchvision

everything goes fine with the first command, however, the second command will produce the error I mentioned above.

[soumith]

problem is that it is using a cached file Using cached torch-0.1.2.post1.tar.gz. You can try to remove the pip cache: rm -rf ~/.cache/pip

[nsknsl]

I came across the same problem as Lowpossfilter, and this did not work

[ASavchenkov]

so uuuh. what's the status here? Those instructions don't work for me for me with the same exact error on the torchvision step:

RuntimeError: PyTorch does not currently provide packages for PyPI (see status at #566)

If this is explicitly not supported why are there instructions on the pytorch website for pip?
Seems like things work fine for 2.7 but not 3.5 oddly enough. (speaking of which those instructions are off anyways since it's pip3 for python 3)

[zhengziqiang]

@soumith I have done it, and this didn't work for me.

[hmishfaq]

clueless, what are we supposed to do ?

[rgommers]

problem is that it is using a cached file Using cached torch-0.1.2.post1.tar.gz. You can try to remove the pip cache: rm -rf ~/.cache/pip

That's not the problem here.

The torch-0.1.2 tarball at https://pypi.python.org/pypi/torch is broken (the raise RuntimeError(README) error reported above). pip install torchvision tries to install torch as its dependency, and that's where things currently fail. To avoid that, one can try:

$ sudo apt-get install cmake   # if not already installed
$ pip install git+https://github.com/pytorch/pytorch

That will at least get past the issue in the setup.py file in the PyPI tarball, but gives me a compile error in the end:

In file included from /tmp/pip-D56ElD-build/torch/lib/TH/THVector.c:3:0:
/tmp/pip-D56ElD-build/torch/lib/TH/generic/THVectorDispatch.c: In function ‘THFloatVector_vectorDispatchInit’:
/tmp/pip-D56ElD-build/torch/lib/TH/generic/simd/simd.h:114:3: error: inconsistent operand constraints in an ‘asm’
   asm volatile ( "cpuid\n\t"
   ^
/tmp/pip-D56ElD-build/torch/lib/TH/generic/simd/simd.h:114:3: error: inconsistent operand constraints in an ‘asm’
   asm volatile ( "cpuid\n\t"
   ^
make[2]: *** [CMakeFiles/TH.dir/THVector.c.o] Error 1
make[2]: *** Waiting for unfinished jobs....
make[1]: *** [CMakeFiles/TH.dir/all] Error 2
make: *** [all] Error 2

I'm on a quite standard Ubuntu install with gcc 4.8.4, so maybe current master is also not in an installable state right now.

[ASavchenkov]

looks like the error is back for me. What is the root of this problem? How can we find it?

[crsnplusplus]

same here!

[crsnplusplus]

yeah well, just go to:

http://pytorch.org/

and install it using the given address, in my case (osx 2.7 no cuda) was:

pip install http://download.pytorch.org/whl/torch-0.1.12.post2-cp27-none-macosx_10_7_x86_64.whl
pip install torchvision

have fun!

[ASavchenkov]

Those install instructions do not work for everybody. I've just come across two more machines (of colleagues of mine) that have this error. It seems to occur at random and the error message is entirely unhelpful.

It seems odd that this bug is tagged "low priority" considering how many people use pip to install things. Difficulty of installation is the number one thing I've seen turn away students and amateurs from choosing a first tool to learn. Perhaps I'm not experienced enough to say, but this seems like something that affects the level to which pytorch will be adopted in the future.

How can we help to resolve this?

[anjany]

Agree with @ThaHypnotoad. I've been waiting for this fix for more than a month now. During the same month, I've gotten more comfortable with Tensorflow, which makes my switch to pytorch doubtful.

Will opening a new 'issue' move things?

[ghost]

I had the same problem and I've found the solution. Basically, pip is trying to run "pip install torch" because torch is listed in the dependencies and it does not detect the previously build version with wheel. So just run "pip install --no-deps torchvision" and it should work.

And this could be permanently fixed by updating the setup.py file in torchvision repository.

[ASavchenkov]

I can confirm that @DjAntaki s solution works on every machine I've seen have this issue on.

[manashmandal]

@DjAntaki Thanks!

[prajjwal1]

Still now I am not able to install pytorch
I ran this command:

~ pip install http://download.pytorch.org/whl/cu75/torch-0.2.0.post1-cp36-cp36m-manylinux1_x86_64.whl 
pip install torchvision

And the output which I am getting is:

torch-0.2.0.post1-cp36-cp36m-manylinux1_x86_64.whl is not a supported wheel on this platform.
Collecting torchvision
Using cached torchvision-0.1.9-py2.py3-none-any.whl
Collecting torch (from torchvision)
Using cached torch-0.1.2.post1.tar.gz
Complete output from command python setup.py egg_info:
Traceback (most recent call last):
File "", line 1, in
File "/tmp/pip-build-Qy2Ipn/torch/setup.py", line 11, in
raise RuntimeError(README)
RuntimeError: PyTorch does not currently provide packages for PyPI (see status at #566).

Please follow the instructions at http://pytorch.org/ to install with miniconda instead.


----------------------------------------

Command "python setup.py egg_info" failed with error code 1 in /tmp/pip-build-Qy2Ipn/torch/

I am using Ubuntu 16.04 LTS. Is there any other way out ?

[salavi]

`RuntimeError: PyTorch does not currently provide packages for PyPI (see status at #566).

Please follow the instructions at http://pytorch.org/ to install with miniconda instead.
I was using pip to install pytorch with the following command: pip3 install torch torchvision`
which I found in pytorch.org. Is this issue really resolved?
On my mac os everything works fine (python 3.6), however, when I tried to install it on a linux gpu server (python 3.4), I got the above error.

[soumith]

@salavi pytorch doesn't provide packages for 3.4. It only provides packages for 3.5, 3.6, 2.7 at the moment (and 3.7 from next release)

[smartcai]

win10
pip3 install torchvision does not work
pip install torchvision works

[manglilao]

import torch works on terminal,but unwork on pycharm(win7)

[duygusar]

Where can I find a list for wheels???!! Older versions for ubuntu

[z651401257]

hi

[z651401257]

hi ,I am in Win10 .Python version is 3.6.5. pip version is 19.0.3
I can run pip install --no-deps torchvision and can install it successfully.
But, I try to install torch,It fail.
I try to run these:
pip3 install torch
pip install torch
pip3 install --no-deps torch
pip install --no-deps torch
All fail.Get the same error :

c:>pip install --no-deps torch -i https://pypi.mirrors.ustc.edu.cn/simple/
Looking in indexes: https://pypi.mirrors.ustc.edu.cn/simple/
Collecting torch
Using cached https://mirrors.tuna.tsinghua.edu.cn/pypi/web/packages/5f/e9/bac4204fe9cb1a002ec6140b47f51affda1655379fe302a1caef421f9846/torch-0.1.2.post1.tar.gz
Complete output from command python setup.py egg_info:
Traceback (most recent call last):
File "", line 1, in
File "C:\Users\65140\AppData\Local\Temp\pip-install-417u5z60\torch\setup.py", line 11, in
raise RuntimeError(README)
RuntimeError: PyTorch does not currently provide packages for PyPI (see status at #566).

Please follow the instructions at http://pytorch.org/ to install with miniconda instead.


----------------------------------------

Command "python setup.py egg_info" failed with error code 1 in C:\Users\65140\AppData\Local\Temp\pip-install-417u5z60\torch\

[z651401257]

I have solved this problem.
You should download whl file.
I try this command:

pip3 install http://download.pytorch.org/whl/cpu/torch-0.4.1-cp36-cp36m-win_amd64.whl
pip3 install torchvision

[Talgin]

This problem, I mean -> RuntimeError: PyTorch does not currently provide packages for PyPI (see status at #566). -> in my case (on Windows) was solved by installing the 64-bit version of Python and rewriting path variables to Python and its libraries. After updating the path try rebooting. And after that I could freely install PyTorch without any errors.

[Man1029]

我有同样的问题，我找到了解决方案。基本上，pip正在尝试运行“pip install torch”，因为火炬列在依赖项中并且它不会检测以前使用wheel的构建版本。所以，只需运行“pip install --no-deps torchvision”即可。

这可以通过更新torchvision存储库中的setup.py文件来永久修复。

正在尝试该方法，不是是否可以解决这个问题。

[Man1029]

(pytorch) C:\Windows\system32>pip install torch
Collecting torch
Using cached https://files.pythonhosted.org/packages/5f/e9/bac4204fe9cb1a002ec6140b47f51affda1655379fe302a1caef421f9846/torch-0.1.2.post1.tar.gz
ERROR: Complete output from command python setup.py egg_info:
ERROR: Traceback (most recent call last):
File "", line 1, in
File "C:\Users\PanPan\AppData\Local\Temp\pip-install-a6nog5b5\torch\setup.py", line 11, in
raise RuntimeError(README)
RuntimeError: PyTorch does not currently provide packages for PyPI (see status at #566).

Please follow the instructions at http://pytorch.org/ to install with miniconda instead.

----------------------------------------

ERROR: Command "python setup.py egg_info" failed with error code 1 in C:\Users\PanPan\AppData\Local\Temp\pip-install-a6nog5b5\torch\

[hosjiu1702]

@Man1029, you can get latest torch or torchvision package through command:
conda install pytorch-cpu torchvision-cpu -c pytorch (cpu only)
Basically, it uses conda packages available at Anaconda cloud

[ashuvishnoi]

I had the same problem and I've found the solution. Basically, pip is trying to run "pip install torch" because torch is listed in the dependencies and it does not detect the previously build version with wheel. So just run "pip install --no-deps torchvision" and it should work.

And this could be permanently fixed by updating the setup.py file in torchvision repository.

Thanks buddy!