mxl1n
commented
3 years ago Here's mine (for linux). I don't think cuda works on most Macs since they don't have NVIDIA graphics cards.
environment.yml
```
name: cg_env
channels:
- pytorch
- conda-forge
- defaults
dependencies:
- _libgcc_mutex=0.1=conda_forge
- _openmp_mutex=4.5=1_gnu
- astunparse=1.6.3=pyhd8ed1ab_0
- blas=1.0=mkl
- brotlipy=0.7.0=py39h3811e60_1001
- bzip2=1.0.8=h7f98852_4
- ca-certificates=2021.5.30=ha878542_0
- certifi=2021.5.30=py39hf3d152e_0
- cffi=1.14.6=py39h4bc2ebd_1
- chardet=4.0.0=py39hf3d152e_1
- charset-normalizer=2.0.0=pyhd8ed1ab_0
- click=8.0.1=py39hf3d152e_0
- cloudpickle=2.0.0=pyhd8ed1ab_0
- colorama=0.4.4=pyh9f0ad1d_0
- cryptography=3.4.7=py39hbca0aa6_0
- cudatoolkit=10.1.243=h036e899_8
- dataclasses=0.8=pyhc8e2a94_3
- ffmpeg=4.3=hf484d3e_0
- filelock=3.0.12=pyh9f0ad1d_0
- freetype=2.10.4=h0708190_1
- gmp=6.2.1=h58526e2_0
- gnutls=3.6.13=h85f3911_1
- huggingface_hub=0.0.17=pyhd8ed1ab_0
- idna=3.1=pyhd3deb0d_0
- importlib-metadata=4.8.1=py39hf3d152e_0
- importlib_metadata=4.8.1=hd8ed1ab_0
- intel-openmp=2021.3.0=h06a4308_3350
- joblib=1.0.1=pyhd8ed1ab_0
- jpeg=9b=h024ee3a_2
- lame=3.100=h7f98852_1001
- lcms2=2.12=h3be6417_0
- ld_impl_linux-64=2.36.1=hea4e1c9_2
- libblas=3.9.0=11_linux64_mkl
- libcblas=3.9.0=11_linux64_mkl
- libffi=3.4.2=h9c3ff4c_2
- libgcc-ng=11.2.0=h1d223b6_8
- libgfortran-ng=11.2.0=h69a702a_8
- libgfortran5=11.2.0=h5c6108e_8
- libgomp=11.2.0=h1d223b6_8
- libiconv=1.16=h516909a_0
- liblapack=3.9.0=11_linux64_mkl
- libpng=1.6.37=h21135ba_2
- libstdcxx-ng=11.2.0=he4da1e4_8
- libtiff=4.2.0=h85742a9_0
- libuv=1.42.0=h7f98852_0
- libwebp-base=1.2.1=h7f98852_0
- lz4-c=1.9.3=h9c3ff4c_1
- mkl=2021.3.0=h06a4308_520
- ncurses=6.2=h58526e2_4
- nettle=3.6=he412f7d_0
- ninja=1.10.2=h4bd325d_0
- numpy=1.21.2=py39hdbf815f_0
- olefile=0.46=pyh9f0ad1d_1
- openh264=2.1.1=h780b84a_0
- openjpeg=2.4.0=hb52868f_1
- openssl=1.1.1l=h7f98852_0
- packaging=21.0=pyhd8ed1ab_0
- pillow=8.3.1=py39h2c7a002_0
- pip=21.2.4=pyhd8ed1ab_0
- ply=3.11=py_1
- pycparser=2.20=pyh9f0ad1d_2
- pyopenssl=20.0.1=pyhd8ed1ab_0
- pyparsing=2.4.7=pyh9f0ad1d_0
- pysocks=1.7.1=py39hf3d152e_3
- python=3.9.7=hb7a2778_1_cpython
- python_abi=3.9=2_cp39
- pytorch=1.8.1=py3.9_cuda10.1_cudnn7.6.3_0
- pyyaml=5.4.1=py39h3811e60_1
- readline=8.1=h46c0cb4_0
- regex=2021.8.28=py39h3811e60_0
- requests=2.26.0=pyhd8ed1ab_0
- sacremoses=0.0.43=pyh9f0ad1d_0
- scikit-learn=0.24.2=py39h7c5d8c9_1
- scipy=1.7.1=py39hee8e79c_0
- setuptools=58.0.4=py39hf3d152e_1
- six=1.16.0=pyh6c4a22f_0
- slimit=0.8.1=py39hde42818_2
- sqlite=3.36.0=h9cd32fc_1
- stringcase=1.2.0=py_0
- submitit=1.2.1=pyh44b312d_0
- threadpoolctl=2.2.0=pyh8a188c0_0
- tk=8.6.11=h27826a3_1
- tokenizers=0.10.3=py39hd6d55de_0
- torchaudio=0.8.1=py39
- torchvision=0.9.1=py39_cu101
- tqdm=4.62.3=pyhd8ed1ab_0
- transformers=4.10.2=pyhd8ed1ab_0
- typing-extensions=3.10.0.0=hd8ed1ab_0
- typing_extensions=3.10.0.0=pyha770c72_0
- tzdata=2021a=he74cb21_1
- urllib3=1.26.6=pyhd8ed1ab_0
- wheel=0.37.0=pyhd8ed1ab_1
- xz=5.2.5=h516909a_1
- yaml=0.2.5=h516909a_0
- zipp=3.5.0=pyhd8ed1ab_0
- zlib=1.2.11=h516909a_1010
- zstd=1.4.9=ha95c52a_0
- pip:
- antlr4-python3-runtime==4.8
- apex==0.1
- appdirs==1.4.4
- attrs==21.2.0
- black==19.10b0
- cython==0.29.24
- fastbpe==0.1.1
- hydra-core==1.1.1
- javalang==0.13.0
- omegaconf==2.1.1
- pathspec==0.9.0
- psutil==5.8.0
- sacrebleu==1.2.11
- toml==0.10.2
- tree-sitter==0.19.0
- typed-ast==1.4.3
- typing==3.7.4.3
prefix: /home/
akshitdewan
Hi,
Having some dependency issues with the environment setup. Would someone be able to share a working Conda environment export on Mac and/or Linux?
I believe you just need to run
conda env export > environment.yml.In particular, the main issue I'm having seems to be with finding cudatools=11.0, and often conda is not able to solve the environment when I run the line in the setup script:
conda install pytorch torchvision torchaudio cudatoolkit=11.0 six scikit-learn stringcase transformers ply slimit astunparse submitit