conda create -n pytorch python=3.7
done
#
# To activate this environment, use
#
# $ conda activate pytorch
#
# To deactivate an active environment, use
#
# $ conda deactivate
C:\Users\PC>conda activate pytorch
(pytorch) C:\Users\PC>conda create -name --name pytorch python=3.7
(pytorch) C:\Users\PC>
(pytorch) C:\Users\PC>conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
Warning: 'https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/' already in 'channels' list, moving to the top
(pytorch) C:\Users\PC>conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
(pytorch) C:\Users\PC>conda config --set show_channel_urls yes
(pytorch) C:\Users\PC>conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
(pytorch) C:\Users\PC>
(pytorch) C:\Users\PC>conda install pytorch torchvision cudatoolkit=11.1
Collecting package metadata (current_repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Collecting package metadata (repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
PackagesNotFoundError: The following packages are not available from current channels:
- cudatoolkit = 11.1
Current channels:
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/win-64
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/noarch
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/noarch
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/win-64
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/noarch
- http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/free/win-64
- http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/free/noarch
- http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64
- http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/noarch
- https://repo.anaconda.com/pkgs/main/win-64
- https://repo.anaconda.com/pkgs/main/noarch
- https://repo.anaconda.com/pkgs/r/win-64
- https://repo.anaconda.com/pkgs/r/noarch
- https://repo.anaconda.com/pkgs/msys2/win-64
- https://repo.anaconda.com/pkgs/msys2/noarch
To search for alternate channels that may provide the conda package you're
looking for, navigate to
https://anaconda.org
and use the search bar at the top of the page.
(pytorch) C:\Users\PC>conda install pytorch torchvision cudatoolkit=10.1
Collecting package metadata (current_repodata.json): done
Solving environment: \
Warning: >10 possible package resolutions (only showing differing packages):
- http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::intel-openmp-2020.2-254, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::lz4-c-1.9.2-hf4a77e7_3, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::xz-5.2.5-h62dcd97_0, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::zstd-1.4.5-h04227a9_0
- http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::intel-openmp-2020.2-254, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::xz-5.2.5-h62dcd97_0, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::zstd-1.4.5-h04227a9_0, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::lz4-c-1.9.2-hf4a77e7_3
- http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::lz4-c-1.9.2-hf4a77e7_3, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::xz-5.2.5-h62dcd97_0, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::zstd-1.4.5-h04227a9_0, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::intel-openmp-2020.2-254
- http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::xz-5.2.5-h62dcd97_0, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::zstd-1.4.5-h04227a9_0, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::intel-openmp-2020.2-254, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::lz4-c-1.9.2-hf4a77e7_3
- http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::lz4-c-1.9.2-hf4a77e7_3, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::xz-5.2.5-h62dcd97_0, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::intel-openmp-2020.2-254, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::zstd-1.4.5-h04227a9_0
- http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::xz-5.2.5-h62dcd97_0, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::intel-openmp-2020.2-254, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::lz4-c-1.9.2-hf4a77e7_3, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::zstd-1.4.5-h04227a9_0
- http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::intel-openmp-2020.2-254, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::lz4-c-1.9.2-hf4a77e7_3, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::xz-5.2.5-h62dcd97_0, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::zstd-1.4.5-h04227a9_0
- http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::intel-openmp-2020.2-254, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::xz-5.2.5-h62dcd97_0, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::lz4-c-1.9.2-hf4a77e7_3, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::zstd-1.4.5-h04227a9_0
- http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::intel-openmp-2020.2-254, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::lz4-c-1.9.2-hf4a77e7_3, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::xz-5.2.5-h62dcd97_0, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::zstd-1.4.5-h04227a9_0
- http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::intel-openmp-2020.2-254, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::lz4-c-1.9.2-hf4a77e7_3, http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::zstd-1.4.5-h04227a9_0, https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/win-64::xz-5.2.5-h62dcd97_0
... and othedone
## Package Plan ##
environment location: d:\ProgramData\Anaconda3\envs\pytorch
added / updated specs:
- cudatoolkit=10.1
- pytorch
- torchvision
The following packages will be downloaded:
package | build
---------------------------|-----------------
freetype-2.10.4 | hd328e21_0 466 KB http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libtiff-4.1.0 | h56a325e_1 739 KB http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libuv-1.40.0 | he774522_0 255 KB http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main
lz4-c-1.9.2 | hf4a77e7_3 106 KB http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main
ninja-1.10.2 | py37h6d14046_0 246 KB http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pillow-8.1.0 | py37h4fa10fc_0 663 KB http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pytorch-1.7.1 |py3.7_cuda101_cudnn7_0 746.5 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
tk-8.6.10 | he774522_0 2.7 MB http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main
torchvision-0.8.2 | py37_cu101 7.2 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
typing_extensions-3.7.4.3 | py_0 28 KB http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main
xz-5.2.5 | h62dcd97_0 244 KB http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main
zstd-1.4.5 | h04227a9_0 456 KB http://mirror.tuna.tsinghua.edu.cn/anaconda/pkgs/main
------------------------------------------------------------
Total: 759.5 MB
The following NEW packages will be INSTALLED:
blas anaconda/pkgs/main/win-64::blas-1.0-mkl
cudatoolkit anaconda/pkgs/main/win-64::cudatoolkit-10.1.243-h74a9793_0
freetype anaconda/pkgs/main/win-64::freetype-2.10.4-hd328e21_0
intel-openmp anaconda/pkgs/main/win-64::intel-openmp-2020.2-254
jpeg anaconda/pkgs/main/win-64::jpeg-9b-hb83a4c4_2
libpng anaconda/pkgs/main/win-64::libpng-1.6.37-h2a8f88b_0
libtiff anaconda/pkgs/main/win-64::libtiff-4.1.0-h56a325e_1
libuv anaconda/pkgs/main/win-64::libuv-1.40.0-he774522_0
lz4-c anaconda/pkgs/main/win-64::lz4-c-1.9.2-hf4a77e7_3
mkl anaconda/pkgs/main/win-64::mkl-2020.2-256
mkl-service anaconda/pkgs/main/win-64::mkl-service-2.3.0-py37h196d8e1_0
mkl_fft anaconda/pkgs/main/win-64::mkl_fft-1.2.0-py37h45dec08_0
mkl_random anaconda/pkgs/main/win-64::mkl_random-1.1.1-py37h47e9c7a_0
ninja anaconda/pkgs/main/win-64::ninja-1.10.2-py37h6d14046_0
numpy anaconda/pkgs/main/win-64::numpy-1.19.2-py37hadc3359_0
numpy-base anaconda/pkgs/main/win-64::numpy-base-1.19.2-py37ha3acd2a_0
olefile anaconda/pkgs/main/win-64::olefile-0.46-py37_0
pillow anaconda/pkgs/main/win-64::pillow-8.1.0-py37h4fa10fc_0
pytorch anaconda/cloud/pytorch/win-64::pytorch-1.7.1-py3.7_cuda101_cudnn7_0
six anaconda/pkgs/main/win-64::six-1.15.0-py37haa95532_0
tk anaconda/pkgs/main/win-64::tk-8.6.10-he774522_0
torchvision anaconda/cloud/pytorch/win-64::torchvision-0.8.2-py37_cu101
typing_extensions anaconda/pkgs/main/noarch::typing_extensions-3.7.4.3-py_0
xz anaconda/pkgs/main/win-64::xz-5.2.5-h62dcd97_0
zstd anaconda/pkgs/main/win-64::zstd-1.4.5-h04227a9_0
Proceed ([y] / n)? and
Downloading and Extracting Packages
typing_extensions-3. | 28 KB | ################################################################################################################################################################################################# | 100%
freetype-2.10.4 | 466 KB | ################################################################################################################################################################################################# | 100%
xz-5.2.5 | 244 KB | ################################################################################################################################################################################################# | 100%
libtiff-4.1.0 | 739 KB | ################################################################################################################################################################################################# | 100%
zstd-1.4.5 | 456 KB | ################################################################################################################################################################################################# | 100%
tk-8.6.10 | 2.7 MB | ################################################################################################################################################################################################# | 100%
torchvision-0.8.2 | 7.2 MB | ################################################################################################################################################################################################# | 100%
libuv-1.40.0 | 255 KB | ################################################################################################################################################################################################# | 100%
pillow-8.1.0 | 663 KB | ################################################################################################################################################################################################# | 100%
ninja-1.10.2 | 246 KB | ################################################################################################################################################################################################# | 100%
pytorch-1.7.1 | 746.5 MB | #########3
(pytorch) C:\Users\PC>where pthon
information: The file cannot be found using the provided pattern.
(pytorch) C:\Users\PC>where python
d:\ProgramData\Anaconda3\envs\pytorch\python.exe
d:\ProgramData\Anaconda3\python.exe
C:\Users\PC\AppData\Local\Microsoft\WindowsApps\python.exe
(pytorch) C:\Users\PC>
Summary, my computer
C:\Users\PC>nvidia-smi
Sun Dec 27 07:36:56 2020
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 456.71 Driver Version: 456.71 CUDA Version: 11.1 |
|-------------------------------+----------------------+----------------------+
| GPU Name TCC/WDDM | Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
|===============================+======================+======================|
| 0 GeForce RTX 2060 WDDM | 00000000:01:00.0 On | N/A |
| 0% 30C P8 1W / 160W | 433MiB / 6144MiB | 3% Default |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| 0 N/A N/A 2148 C+G ...cent\WeChat\wechatweb.exe N/A |
| 0 N/A N/A 2292 C+G Insufficient Permissions N/A |
| 0 N/A N/A 5184 C+G ...w5n1h2txyewy\SearchUI.exe N/A |
| 0 N/A N/A 6532 C+G ...ekyb3d8bbwe\YourPhone.exe N/A |
| 0 N/A N/A 6556 C+G ...b3d8bbwe\WinStore.App.exe N/A |
| 0 N/A N/A 6724 C+G ...es.TextInput.InputApp.exe N/A |
| 0 N/A N/A 9220 C+G ...ekyb3d8bbwe\HxOutlook.exe N/A |
| 0 N/A N/A 9596 C+G ...lPanel\SystemSettings.exe N/A |
| 0 N/A N/A 9708 C+G ...artMenuExperienceHost.exe N/A |
| 0 N/A N/A 11672 C+G ...kyb3d8bbwe\HxAccounts.exe N/A |
| 0 N/A N/A 13180 C+G C:\Windows\explorer.exe N/A |
| 0 N/A N/A 14264 C+G ...me\Application\chrome.exe N/A |
| 0 N/A N/A 14916 C+G ...sk\BaiduNetdiskRender.exe N/A |
+-----------------------------------------------------------------------------+
C:\Users\PC>nvcc -V
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2020 NVIDIA Corporation
Built on Tue_Sep_15_19:12:04_Pacific_Daylight_Time_2020
Cuda compilation tools, release 11.1, V11.1.74
Build cuda_11.1.relgpu_drvr455TC455_06.29069683_0
Only install conda install pytorch torchvision cudatoolkit=10.1
PyCharm Community Edition 2020.3.2 x64 for selection configuration
