pytorch 以前版本安装在我本地机器冲突

Question

我正在尝试在 python 2.7 环境中使用以下 conda 命令安装 PyTorch 和 Torchvision

conda install pytorch==1.1.0 torchvision==0.3.0 -c pytorch

但是遇到这个错误，

UnsatisfiableError: The following specifications were found
to be incompatible with the existing python installation in your environment:

Specifications:

  - torchvision==0.3.0 -> python[version='>=3.5,<3.6.0a0|>=3.6,<3.7.0a0|>=3.7,<3.8.0a0']

Your python: python=2.7

If python is on the left-most side of the chain, that's the version you've asked for.
When python appears to the right, that indicates that the thing on the left is somehow
not available for the python version you are constrained to. Note that conda will not
change your python version to a different minor version unless you explicitly specify
that.

The following specifications were found to be incompatible with each other:

Output in format: Requested package -> Available versions

Package vs2008_runtime conflicts for:
python=2.7 -> vc=9 -> vs2008_runtime[version='>=9.0.30729.1,<10.0a0']
pytorch==1.1.0 -> ninja -> vs2008_runtime
python=2.7 -> vs2008_runtime

Package zlib conflicts for:
python=2.7 -> sqlite[version='>=3.30.1,<4.0a0'] -> zlib[version='>=1.2.11,<1.3.0a0']
torchvision==0.3.0 -> pillow[version='>=4.1.1'] -> zlib[version='1.2.*|1.2.11|1.2.11.*|>=1.2.11,<1.3.0a0|1.2.8']

我的特定 python 2.7 环境的 conda 列表是

# Name                    Version                   Build  Channel
ca-certificates           2021.1.19            haa95532_0
certifi                   2020.6.20          pyhd3eb1b0_3
pip                       19.3.1                   py27_0
python                    2.7.18               hfb89ab9_0
setuptools                44.0.0                   py27_0
sqlite                    3.30.1               h0c8e037_0
vc                        9                    h7299396_1
vs2008_runtime            9.00.30729.1         hfaea7d5_1
wheel                     0.36.2             pyhd3eb1b0_0
wincertstore              0.2              py27hf04cefb_0

我尝试将 sqlite 升级到 3.33.0 但它显示

所有请求的软件包都已安装。

当我尝试卸载 sqlite 时，整个 python package 环境正在被卸载。 请有人帮助我。

Answer 1

PyTorch 从未对 PyTorch 和 TorchVision 的这些版本的 Windows 构建 ZA7F5F35426B9237411FCZ2317B. 可以使用conda search ：

$ conda search 'pytorch[channel=pytorch,subdir=win-64,version=1.1]'
Loading channels: done
# Name     Version    Build                     Channel             
pytorch    1.1.0      py3.5_cuda100_cudnn7_1    pytorch             
pytorch    1.1.0      py3.5_cuda90_cudnn7_1     pytorch             
pytorch    1.1.0      py3.6_cuda100_cudnn7_1    pytorch             
pytorch    1.1.0      py3.6_cuda90_cudnn7_1     pytorch             
pytorch    1.1.0      py3.7_cuda100_cudnn7_1    pytorch             
pytorch    1.1.0      py3.7_cuda90_cudnn7_1     pytorch   

At minimum you'd have to use Python 3.5, but if you're going to Python 3 and need those specific PyTorch versions, you may as well jump to Python 3.7.

conda create -n pytorch_1_1 -c pytorch python=3.7 pytorch=1.1 torchvision=0.3