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Create cog.yaml
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cog.yaml
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build:
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gpu: true
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cuda: "10.1"
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python_version: "3.8"
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system_packages:
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- "libgl1-mesa-glx"
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- "libglib2.0-0"
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python_packages:
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- "ipython==7.30.1"
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- "numpy==1.21.4"
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- "torch==1.8.1"
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- "torchvision==0.9.1"
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- "opencv-python==4.5.5.62"
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- "Shapely==1.8.0"
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- "h5py==3.6.0"
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- "scipy==1.7.3"
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- "submitit==1.4.1"
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- "scikit-image==0.19.1"
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- "Cython==0.29.27"
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- "timm==0.4.12"
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run:
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- pip install detectron2 -f https://dl.fbaipublicfiles.com/detectron2/wheels/cu101/torch1.8/index.html
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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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- git clone https://github.com/facebookresearch/Mask2Former
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- TORCH_CUDA_ARCH_LIST='7.5' FORCE_CUDA=1 python Mask2Former/mask2former/modeling/pixel_decoder/ops/setup.py build install
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predict: "predict.py:Predictor"
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