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Refactor pip installation commands in Dockerfile

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Updated pip installation commands and dependencies in Dockerfile.
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basebala 2026-07-08 19:17:21 -07:00 committed by GitHub
parent 5e863070ea
commit 7d6af608ed
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1 changed files with 4 additions and 3 deletions
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@ -81,12 +81,12 @@ RUN git clone https://github.com/colmap/colmap.git && \
# Upgrade pip and install dependencies.
# pip install torch==2.2.2 torchvision==0.17.2 --index-url https://download.pytorch.org/whl/cu118 && \
RUN pip install --no-cache-dir --upgrade pip 'setuptools<70.0.0' 'wheel' 'packaging' && \
RUN pip install --no-cache-dir --upgrade pip setuptools wheel && \
pip install --no-cache-dir 'setuptools<70.0.0' && \
pip install --no-cache-dir torch==2.1.2+cu118 torchvision==0.16.2+cu118 'numpy<2.0.0' --extra-index-url https://download.pytorch.org/whl/cu118 && \
git clone --branch master --recursive https://github.com/cvg/Hierarchical-Localization.git /opt/hloc && \
cd /opt/hloc && git checkout v1.4 && python3.10 -m pip install --no-cache-dir . && cd ~ && \
pip install --no-cache-dir --upgrade 'setuptools<70.0.0' 'wheel' && \
TCNN_CUDA_ARCHITECTURES="${CUDA_ARCHITECTURES}" pip install --no-cache-dir "git+https://github.com/NVlabs/tiny-cuda-nn.git@b3473c81396fe927293bdfd5a6be32df8769927c#subdirectory=bindings/torch" && \
TCNN_CUDA_ARCHITECTURES="${CUDA_ARCHITECTURES}" pip install --no-cache-dir --no-build-isolation "git+https://github.com/NVlabs/tiny-cuda-nn.git@b3473c81396fe927293bdfd5a6be32df8769927c#subdirectory=bindings/torch" && \
pip install --no-cache-dir pycolmap==0.6.1 pyceres==2.1 omegaconf==2.3.0
# Install gsplat and nerfstudio.
@ -98,6 +98,7 @@ RUN pip install --no-cache-dir --upgrade pip 'setuptools<70.0.0' 'wheel' 'packag
COPY --from=source /tmp/nerfstudio/ /tmp/nerfstudio
RUN export TORCH_CUDA_ARCH_LIST="$(echo "$CUDA_ARCHITECTURES" | tr ';' '\n' | awk '$0 > 70 {print substr($0,1,1)"."substr($0,2)}' | tr '\n' ' ' | sed 's/ $//')" && \
export MAX_JOBS=4 && \
pip install --no-cache-dir torch==2.1.2+cu118 torchvision==0.16.2+cu118 --extra-index-url https://download.pytorch.org/whl/cu118 && \
GSPLAT_VERSION="$(sed -n 's/.*gsplat==\s*\([^," '"'"']*\).*/\1/p' /tmp/nerfstudio/pyproject.toml)" && \
pip install --no-cache-dir git+https://github.com/nerfstudio-project/gsplat.git@v${GSPLAT_VERSION} && \
pip install --no-cache-dir /tmp/nerfstudio 'numpy<2.0.0' && \