Setup DeepLearning Environment

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以下配置基于显卡：NVIDIA GeForce GTX 1650

Anaconda Configuration

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  • 国内镜像源 
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    https://mirrors.tuna.tsinghua.edu.cn/anaconda/archive/
  • Common Usage 
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    # remove env
    conda remove -n ENV_NAME --all
    # activate env
    conda activate pytorch

Setup Pytorch Environment

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# setup 
conda create --name=pytorch python=3.7
conda install pytorch==1.7.1 torchvision torchaudio cudatoolkit=11.0 -c pytorch
# for jupyter
conda install nb_conda
conda install nb_conda_kernels

# test
import torch
print(torch.cuda.is_available())
print(torch.version.cuda)

Reference