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Build error
Ayushnangia
commited on
Commit
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331439c
1
Parent(s):
9d427ff
added dockerfile
Browse files- Dockerfile +45 -0
Dockerfile
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# Use an official Python runtime as a parent image
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FROM python:3.8-slim-buster
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# Set the working directory in the container
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WORKDIR /app
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# Install system dependencies
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RUN apt-get update && apt-get install -y \
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git \
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build-essential \
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libglib2.0-0 \
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libsm6 \
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libxext6 \
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libxrender-dev \
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libgl1-mesa-glx \
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&& rm -rf /var/lib/apt/lists/*
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# Install PyTorch, torchvision, and cudatoolkit
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RUN pip install torch==1.9.0 torchvision==0.10.0
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# Install OpenCV
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RUN pip install opencv-python
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# Clone and install Detectron2
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RUN git clone https://github.com/facebookresearch/detectron2.git \
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&& cd detectron2 \
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&& pip install -e . \
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&& pip install git+https://github.com/cocodataset/panopticapi.git \
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&& pip install git+https://github.com/mcordts/cityscapesScripts.git
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# Clone and setup MaskDINO
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RUN git clone https://github.com/facebookresearch/MaskDINO.git \
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&& cd MaskDINO \
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&& pip install -r requirements.txt
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# Set CUDA_HOME environment variable
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ENV CUDA_HOME /usr/local/cuda
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# Compile CUDA kernel for MSDeformAttn
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RUN cd /app/MaskDINO/maskdino/modeling/pixel_decoder/ops \
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&& sh make.sh
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# Set the default command to execute
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# when creating a new container
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CMD ["bash"]
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