How to install pytorch in Anaconda with conda or pip?

Question

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By searching on the web I found out that it may be because of setuptools being out of date but I checked and have it updated.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]

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Answer 1

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