marcoabreu closed pull request #9861: Add CuDNN (v6) support to Jetson builds URL: https://github.com/apache/incubator-mxnet/pull/9861
This is a PR merged from a forked repository. As GitHub hides the original diff on merge, it is displayed below for the sake of provenance: As this is a foreign pull request (from a fork), the diff is supplied below (as it won't show otherwise due to GitHub magic): diff --git a/docker_multiarch/Dockerfile.build.jetson b/docker_multiarch/Dockerfile.build.jetson index 83f8be74fa..8a60faef90 100644 --- a/docker_multiarch/Dockerfile.build.jetson +++ b/docker_multiarch/Dockerfile.build.jetson @@ -1,7 +1,7 @@ # -*- mode: dockerfile -*- # dockerfile to build libmxnet.so, and a python wheel for the Jetson TX1/TX2 -FROM nvidia/cuda:8.0-cudnn5-devel as cudabuilder +FROM nvidia/cuda:8.0-cudnn6-devel as cudabuilder FROM dockcross/linux-arm64 @@ -21,13 +21,7 @@ ADD https://api.github.com/repos/xianyi/OpenBLAS/git/refs/heads/master /tmp/open RUN git clone https://github.com/xianyi/OpenBLAS.git && \ cd OpenBLAS && \ make -j$(nproc) TARGET=ARMV8 && \ - make install && \ - ln -s /opt/OpenBLAS/lib/libopenblas.so /usr/lib/libopenblas.so && \ - ln -s /opt/OpenBLAS/lib/libopenblas.a /usr/lib/libopenblas.a && \ - ln -s /opt/OpenBLAS/lib/libopenblas.a /usr/lib/liblapack.a - -ENV LD_LIBRARY_PATH $LD_LIBRARY_PATH:/opt/OpenBLAS/lib -ENV CPLUS_INCLUDE_PATH /opt/OpenBLAS/include + PREFIX=/usr make install # Setup CUDA build env (including configuring and copying nvcc) COPY --from=cudabuilder /usr/local/cuda /usr/local/cuda @@ -36,10 +30,16 @@ ENV TARGET_ARCH aarch64 ENV TARGET_OS linux # Install ARM depedencies based on Jetpack 3.1 -RUN wget http://developer.download.nvidia.com/devzone/devcenter/mobile/jetpack_l4t/013/linux-x64/cuda-repo-l4t-8-0-local_8.0.84-1_arm64.deb && \ - wget http://developer.download.nvidia.com/devzone/devcenter/mobile/jetpack_l4t/013/linux-x64/libcudnn6_6.0.21-1+cuda8.0_arm64.deb && \ - dpkg -i cuda-repo-l4t-8-0-local_8.0.84-1_arm64.deb && \ - dpkg -i libcudnn6_6.0.21-1+cuda8.0_arm64.deb && \ +RUN JETPACK_DOWNLOAD_PREFIX=http://developer.download.nvidia.com/devzone/devcenter/mobile/jetpack_l4t/013/linux-x64 && \ + ARM_CUDA_INSTALLER_PACKAGE=cuda-repo-l4t-8-0-local_8.0.84-1_arm64.deb && \ + ARM_CUDNN_INSTALLER_PACKAGE=libcudnn6_6.0.21-1+cuda8.0_arm64.deb && \ + ARM_CUDNN_DEV_INSTALLER_PACKAGE=libcudnn6-dev_6.0.21-1+cuda8.0_arm64.deb && \ + wget $JETPACK_DOWNLOAD_PREFIX/$ARM_CUDA_INSTALLER_PACKAGE && \ + wget $JETPACK_DOWNLOAD_PREFIX/$ARM_CUDNN_INSTALLER_PACKAGE && \ + wget $JETPACK_DOWNLOAD_PREFIX/$ARM_CUDNN_DEV_INSTALLER_PACKAGE && \ + dpkg -i $ARM_CUDA_INSTALLER_PACKAGE && \ + dpkg -i $ARM_CUDNN_INSTALLER_PACKAGE && \ + dpkg -i $ARM_CUDNN_DEV_INSTALLER_PACKAGE && \ apt update -y && \ apt install cuda-cudart-cross-aarch64-8-0 cuda-cublas-cross-aarch64-8-0 \ cuda-nvml-cross-aarch64-8-0 cuda-nvrtc-cross-aarch64-8-0 cuda-cufft-cross-aarch64-8-0 \ @@ -48,7 +48,7 @@ RUN wget http://developer.download.nvidia.com/devzone/devcenter/mobile/jetpack_l cp /usr/local/cuda-8.0/targets/aarch64-linux/lib/*.so /usr/local/cuda/lib64/ && \ cp /usr/local/cuda-8.0/targets/aarch64-linux/lib/stubs/*.so /usr/local/cuda/lib64/stubs/ && \ cp -r /usr/local/cuda-8.0/targets/aarch64-linux/include/ /usr/local/cuda/include/ && \ - rm cuda-repo-l4t-8-0-local_8.0.84-1_arm64.deb && rm libcudnn6_6.0.21-1+cuda8.0_arm64.deb + rm $ARM_CUDA_INSTALLER_PACKAGE $ARM_CUDNN_INSTALLER_PACKAGE $ARM_CUDNN_DEV_INSTALLER_PACKAGE # Build MXNet ADD mxnet mxnet ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services
