pip
使用 pip freeze > ./requirements.txt
导出 requirements.txt 发现很多包没有版本号，而是 @ file:///
在这里插入图片描述
使用pip list --format=freeze > ./requirements.txt
导入安装 pip install -i https://pypi.tuna.tsinghua.edu.cn/simple -r requirements.txt
conda
导出 conda list -e > requirements.txt
导入安装 conda install --yes --file requirements.txt
导出 yml 文件方式 conda env export > freeze.yml
安装 conda env create -f freeze.yml
- pytorch1.10.1+paddlepaddle-gpu2.2.1+cuda10.2+cudnn7.6.5 conda 环境
freeze.yml文件内容
name: torch_paddle
channels:
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/Paddle
- https://mirrors.bfsu.edu.cn/anaconda/cloud/pytorch
- https://mirrors.ustc.edu.cn/anaconda/pkgs/main
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
- https://mirrors.bfsu.edu.cn/anaconda/cloud/peterjc123/
- https://mirrors.bfsu.edu.cn/anaconda/cloud/pytorch/
- https://mirrors.bfsu.edu.cn/anaconda/cloud/menpo/
- https://mirrors.bfsu.edu.cn/anaconda/cloud/bioconda/
- https://mirrors.bfsu.edu.cn/anaconda/cloud/msys2/
- https://mirrors.bfsu.edu.cn/anaconda/cloud/conda-forge/
- https://mirrors.bfsu.edu.cn/anaconda/pkgs/main/
- https://mirrors.bfsu.edu.cn/anaconda/pkgs/free/
- https://mirrors.ustc.edu.cn/anaconda/cloud/menpo/
- https://mirrors.ustc.edu.cn/anaconda/cloud/bioconda/
- https://mirrors.ustc.edu.cn/anaconda/cloud/msys2/
- https://mirrors.ustc.edu.cn/anaconda/cloud/conda-forge/
- https://mirrors.ustc.edu.cn/anaconda/pkgs/free/
- https://mirrors.ustc.edu.cn/anaconda/pkgs/main/
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/peterjc123/
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/menpo/
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/bioconda/
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/msys2/
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
- defaults
dependencies:
- _libgcc_mutex=0.1=main
- _openmp_mutex=4.5=1_gnu
- astor=0.8.1=py38h06a4308_0
- blas=1.0=mkl
- brotlipy=0.7.0=py38h27cfd23_1003
- bzip2=1.0.8=h7b6447c_0
- ca-certificates=2021.10.26=h06a4308_2
- certifi=2021.10.8=py38h06a4308_2
- cffi=1.14.6=py38h400218f_0
- charset-normalizer=2.0.4=pyhd3eb1b0_0
- cryptography=36.0.0=py38h9ce1e76_0
- cudatoolkit=10.2.89=hfd86e86_1
- cudnn=7.6.5=cuda10.2_0
- decorator=5.1.0=pyhd3eb1b0_0
- ffmpeg=4.3=hf484d3e_0
- freetype=2.11.0=h70c0345_0
- gast=0.3.3=py_0
- giflib=5.2.1=h7b6447c_0
- gmp=6.2.1=h2531618_2
- gnutls=3.6.15=he1e5248_0
- idna=3.3=pyhd3eb1b0_0
- intel-openmp=2021.4.0=h06a4308_3561
- jpeg=9d=h7f8727e_0
- lame=3.100=h7b6447c_0
- lcms2=2.12=h3be6417_0
- ld_impl_linux-64=2.35.1=h7274673_9
- libffi=3.3=he6710b0_2
- libgcc-ng=9.3.0=h5101ec6_17
- libgomp=9.3.0=h5101ec6_17
- libiconv=1.15=h63c8f33_5
- libidn2=2.3.2=h7f8727e_0
- libpng=1.6.37=hbc83047_0
- libprotobuf=3.19.1=h4ff587b_0
- libstdcxx-ng=9.3.0=hd4cf53a_17
- libtasn1=4.16.0=h27cfd23_0
- libtiff=4.2.0=h85742a9_0
- libunistring=0.9.10=h27cfd23_0
- libuv=1.40.0=h7b6447c_0
- libwebp=1.2.0=h89dd481_0
- libwebp-base=1.2.0=h27cfd23_0
- lz4-c=1.9.3=h295c915_1
- mkl=2021.4.0=h06a4308_640
- mkl-service=2.4.0=py38h7f8727e_0
- mkl_fft=1.3.1=py38hd3c417c_0
- mkl_random=1.2.2=py38h51133e4_0
- ncurses=6.3=h7f8727e_2
- nettle=3.7.3=hbbd107a_1
- numpy=1.21.2=py38h20f2e39_0
- numpy-base=1.21.2=py38h79a1101_0
- olefile=0.46=pyhd3eb1b0_0
- openh264=2.1.1=h4ff587b_0
- openssl=1.1.1m=h7f8727e_0
- paddlepaddle-gpu=2.2.1=py38_gpu_cuda10.2_many_linux
- pillow=8.4.0=py38h5aabda8_0
- pip=21.2.4=py38h06a4308_0
- protobuf=3.19.1=py38h295c915_0
- pycparser=2.21=pyhd3eb1b0_0
- pyopenssl=21.0.0=pyhd3eb1b0_1
- pysocks=1.7.1=py38h06a4308_0
- python=3.8.12=h12debd9_0
- pytorch=1.10.1=py3.8_cuda10.2_cudnn7.6.5_0
- pytorch-mutex=1.0=cuda
- readline=8.1.2=h7f8727e_1
- requests=2.27.1=pyhd3eb1b0_0
- setuptools=58.0.4=py38h06a4308_0
- six=1.16.0=pyhd3eb1b0_0
- sqlite=3.37.0=hc218d9a_0
- tk=8.6.11=h1ccaba5_0
- torchaudio=0.10.1=py38_cu102
- torchvision=0.11.2=py38_cu102
- typing_extensions=3.10.0.2=pyh06a4308_0
- urllib3=1.26.7=pyhd3eb1b0_0
- wheel=0.37.1=pyhd3eb1b0_0
- xz=5.2.5=h7b6447c_0
- zlib=1.2.11=h7f8727e_4
- zstd=1.4.9=haebb681_0
- pip:
- ahocorasick-rs==0.12.0
- asgiref==3.4.1
- attrs==21.4.0
- click==8.0.3
- colorama==0.4.4
- colorlog==6.6.0
- dill==0.3.4
- fastapi==0.68.1
- filelock==3.4.2
- h11==0.12.0
- h5py==3.6.0
- huggingface-hub==0.4.0
- importlib-resources==5.4.0
- jieba==0.42.1
- joblib==1.1.0
- jsonschema==4.4.0
- kafka-python==2.0.2
- loguru==0.5.3
- multiprocess==0.70.12.2
- packaging==21.3
- paddlenlp==2.2.3
- psutil==5.9.0
- pydantic==1.8.2
- pyparsing==3.0.6
- pypinyin==0.44.0
- pyrsistent==0.18.1
- python-dotenv==0.19.0
- pyyaml==6.0
- regex==2022.1.18
- sacremoses==0.0.47
- scikit-learn==1.0.2
- scipy==1.7.3
- seqeval==1.2.2
- starlette==0.14.2
- threadpoolctl==3.0.0
- tokenizers==0.10.3
- tqdm==4.62.3
- transformers==4.15.0
- uvicorn==0.17.0
- zipp==3.7.0
prefix: /anaconda3/envs/tp