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| Original file line number | Diff line number | Diff line change |
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| ARG SERVERBASE=21.06-py3 | ||
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| FROM nvcr.io/nvidia/pytorch:${SERVERBASE} AS builder | ||
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| ENV FORCE_CUDA=1 | ||
| ARG LIB_WITH_CUDA=ON | ||
| ARG NPROC=4 | ||
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| RUN git clone https://github.com/rusty1s/pytorch_cluster.git -b 1.5.9 | ||
| RUN pushd pytorch_cluster &&\ | ||
| mkdir build && pushd build &&\ | ||
| cmake -DCMAKE_PREFIX_PATH=/opt/conda/lib/python3.8/site-packages/torch -DWITH_CUDA=${LIB_WITH_CUDA} .. &&\ | ||
| make -j ${NPROC} && mv *.so /workspace/ && popd &&\ | ||
| popd | ||
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| RUN git clone https://github.com/rusty1s/pytorch_scatter.git -b 2.0.7 | ||
| RUN pushd pytorch_scatter &&\ | ||
| mkdir build && pushd build &&\ | ||
| cmake -DCMAKE_PREFIX_PATH=/opt/conda/lib/python3.8/site-packages/torch -DWITH_CUDA=${LIB_WITH_CUDA} .. &&\ | ||
| make -j ${NPROC} && mv *.so /workspace/ && popd &&\ | ||
| popd | ||
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| RUN git clone https://github.com/rusty1s/pytorch_spline_conv.git -b 1.2.1 | ||
| RUN pushd pytorch_spline_conv &&\ | ||
| mkdir build && pushd build &&\ | ||
| cmake -DCMAKE_PREFIX_PATH=/opt/conda/lib/python3.8/site-packages/torch -DWITH_CUDA=${LIB_WITH_CUDA} .. &&\ | ||
| make -j ${NPROC} && mv *.so /workspace/ && popd &&\ | ||
| popd | ||
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| RUN git clone https://github.com/rusty1s/pytorch_sparse.git -b 0.6.10 | ||
| RUN pushd pytorch_sparse &&\ | ||
| mkdir build && pushd build &&\ | ||
| cmake -DCMAKE_PREFIX_PATH=/opt/conda/lib/python3.8/site-packages/torch -DWITH_CUDA=${LIB_WITH_CUDA} .. &&\ | ||
| make -j ${NPROC} && mv *.so /workspace/ && popd &&\ | ||
| popd | ||
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| RUN git clone https://github.com/rusty1s/pytorch_geometric.git | ||
| RUN pushd pytorch_geometric && pip install -e . && popd | ||
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| FROM nvcr.io/nvidia/tritonserver:${SERVERBASE} | ||
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| ENV LD_LIBRARY_PATH="/opt/tritonserver/backends/pytorch:/usr/local/cuda/compat/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64" | ||
| ENV LD_PRELOAD="/torch_geometric/lib/libtorchscatter.so /torch_geometric/lib/libtorchsparse.so /torch_geometric/lib/libtorchcluster.so /torch_geometric/lib/libtorchsplineconv.so" | ||
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| RUN mkdir -p /run/shm | ||
| RUN mkdir -p /models | ||
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| RUN mkdir -p /torch_geometric/lib | ||
| RUN mkdir -p /torch_geometric/examples/ | ||
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| COPY --from=builder /workspace/libtorchscatter.so /torch_geometric/lib/ | ||
| COPY --from=builder /workspace/libtorchsparse.so /torch_geometric/lib/ | ||
| COPY --from=builder /workspace/libtorchcluster.so /torch_geometric/lib/ | ||
| COPY --from=builder /workspace/libtorchsplineconv.so /torch_geometric/lib/ |
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