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Use tensorflow 1.12 wheels and cuda 9.2 #410

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Merged
merged 2 commits into from
Dec 20, 2018
Merged

Use tensorflow 1.12 wheels and cuda 9.2 #410

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aa64f17
Update to cuda 9.2 & tensorflow 1.12
rosbo Dec 17, 2018
580dec4
add cudart-dev package
rosbo Dec 17, 2018
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2 changes: 1 addition & 1 deletion Dockerfile
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Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
FROM gcr.io/kaggle-images/python-tensorflow-whl:1.11.0-py36 as tensorflow_whl
FROM gcr.io/kaggle-images/python-tensorflow-whl:1.12.0-py36 as tensorflow_whl
FROM continuumio/anaconda3:5.2.0

ADD clean-layer.sh /tmp/clean-layer.sh
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19 changes: 10 additions & 9 deletions gpu.Dockerfile
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@@ -1,5 +1,5 @@
FROM nvidia/cuda:9.1-cudnn7-devel-ubuntu16.04 AS nvidia
FROM gcr.io/kaggle-images/python-tensorflow-whl:1.11.0-py36 as tensorflow_whl
FROM nvidia/cuda:9.2-cudnn7-devel-ubuntu16.04 AS nvidia
FROM gcr.io/kaggle-images/python-tensorflow-whl:1.12.0-py36 as tensorflow_whl
FROM gcr.io/kaggle-images/python:staging

ADD clean-layer.sh /tmp/clean-layer.sh
Expand All @@ -11,8 +11,8 @@ COPY --from=nvidia /etc/apt/trusted.gpg /etc/apt/trusted.gpg.d/cuda.gpg

# Ensure the cuda libraries are compatible with the custom Tensorflow wheels.
# TODO(b/120050292): Use templating to keep in sync or COPY installed binaries from it.
ENV CUDA_VERSION=9.1.85
ENV CUDA_PKG_VERSION=9-1=$CUDA_VERSION-1
ENV CUDA_VERSION=9.2.148
ENV CUDA_PKG_VERSION=9-2=$CUDA_VERSION-1
LABEL com.nvidia.volumes.needed="nvidia_driver"
LABEL com.nvidia.cuda.version="${CUDA_VERSION}"
ENV PATH=/usr/local/nvidia/bin:/usr/local/cuda/bin:${PATH}
Expand All @@ -28,16 +28,17 @@ ENV NVIDIA_REQUIRE_CUDA="cuda>=9.2"
RUN apt-get update && apt-get install -y --no-install-recommends \
cuda-cupti-$CUDA_PKG_VERSION \
cuda-cudart-$CUDA_PKG_VERSION \
cuda-cudart-dev-$CUDA_PKG_VERSION \
cuda-libraries-$CUDA_PKG_VERSION \
cuda-libraries-dev-$CUDA_PKG_VERSION \
cuda-nvml-dev-$CUDA_PKG_VERSION \
cuda-minimal-build-$CUDA_PKG_VERSION \
cuda-command-line-tools-$CUDA_PKG_VERSION \
libcudnn7=7.2.1.38-1+cuda9.0 \
libcudnn7-dev=7.2.1.38-1+cuda9.0 \
libnccl2=2.2.12-1+cuda9.1 \
libnccl-dev=2.2.12-1+cuda9.1 && \
ln -s /usr/local/cuda-9.1 /usr/local/cuda && \
libcudnn7=7.4.1.5-1+cuda9.2 \
libcudnn7-dev=7.4.1.5-1+cuda9.2 \
libnccl2=2.3.7-1+cuda9.2 \
libnccl-dev=2.3.7-1+cuda9.2 && \
ln -s /usr/local/cuda-9.2 /usr/local/cuda && \
ln -s /usr/local/cuda/lib64/stubs/libcuda.so /usr/local/cuda/lib64/stubs/libcuda.so.1 && \
/tmp/clean-layer.sh

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