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Requirements update + Dockerfile #70

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Requirements update + Dockerfile #70

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d7fb44b
Fixed some 30 series dependency issues and created a dockerfile
comath May 4, 2022
8be88d8
removed flask dependency
comath May 4, 2022
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32 changes: 32 additions & 0 deletions Dockerfile
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Original file line number Diff line number Diff line change
@@ -0,0 +1,32 @@
FROM nvidia/cuda:11.1.1-devel-ubuntu20.04

ENV PATH /opt/conda/bin:$PATH

RUN apt-get update --fix-missing && \
apt-get install -y wget bzip2 ca-certificates curl git && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*

RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-py38_4.11.0-Linux-x86_64.sh -O ~/miniconda.sh && \
/bin/bash ~/miniconda.sh -b -p /opt/conda && \
rm ~/miniconda.sh && \
/opt/conda/bin/conda clean -tipsy && \
ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \
echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \
echo "conda activate base" >> ~/.bashrc

ENV LD_LIBRARY_PATH /usr/local/cuda-11.1/lib64:/usr/local/cuda-11.1/extras/CUPTI/lib64:$LD_LIBRARY_PATH

WORKDIR /ldm

# Create the environment:
COPY environment.yaml .
COPY ldm /ldm/ldm
COPY configs /ldm/configs
COPY scripts /ldm/scripts
COPY setup.py /ldm/
COPY notebook_helpers.py /ldm/
RUN conda env create -f environment.yaml
RUN echo "conda activate ldm" >> ~/.bashrc
SHELL ["/bin/bash", "--login", "-c"]
# The code to run when container is started:
9 changes: 5 additions & 4 deletions environment.yaml
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Expand Up @@ -2,20 +2,21 @@ name: ldm
channels:
- pytorch
- defaults
- conda-forge
dependencies:
- python=3.8.5
- pip=20.3
- cudatoolkit=11.0
- pytorch=1.7.0
- torchvision=0.8.1
- cudatoolkit=11.1
- pytorch=1.8.0
- torchvision=0.9.0
- numpy=1.19.2
- pip:
- albumentations==0.4.3
- opencv-python==4.1.2.30
- pudb==2019.2
- imageio==2.9.0
- imageio-ffmpeg==0.4.2
- pytorch-lightning==1.4.2
- pytorch-lightning==1.6.1
- omegaconf==2.1.1
- test-tube>=0.7.5
- streamlit>=0.73.1
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