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| Original file line number | Diff line number | Diff line change | |
|---|---|---|---|
@@ -1,2 +1,3 @@ | |||
| 1 | 1 | 1.11.0-py36: Tensorflow 1.11.0 wheels built with python 3.6 | |
| 2 | 2 | 1.12.0-py36: Tensorflow 1.12.0 wheels with Cuda 9.2 | |
| 3 | + 1.13.1-py36: Tensorflow 1.13.1 wheels with Cuda 10.1 | ||
| Original file line number | Diff line number | Diff line change | |
|---|---|---|---|
@@ -1,4 +1,4 @@ | |||
| 1 | - FROM nvidia/cuda:9.2-cudnn7-devel-ubuntu16.04 AS nvidia | ||
| 1 | + FROM nvidia/cuda:10.1-cudnn7-devel-ubuntu16.04 AS nvidia | ||
| 2 | 2 | FROM continuumio/anaconda3:5.2.0 | |
| 3 | 3 | ||
| 4 | 4 | # Avoid interactive configuration prompts/dialogs during apt-get. | |
@@ -15,8 +15,8 @@ COPY --from=nvidia /etc/apt/trusted.gpg /etc/apt/trusted.gpg.d/cuda.gpg | |||
| 15 | 15 | ||
| 16 | 16 | # Ensure the cuda libraries are compatible with the GPU image. | |
| 17 | 17 | # TODO(b/120050292): Use templating to keep in sync. | |
| 18 | - ENV CUDA_VERSION=9.2.148 | ||
| 19 | - ENV CUDA_PKG_VERSION=9-2=$CUDA_VERSION-1 | ||
| 18 | + ENV CUDA_VERSION=10.1.105 | ||
| 19 | + ENV CUDA_PKG_VERSION=10-1=$CUDA_VERSION-1 | ||
| 20 | 20 | LABEL com.nvidia.volumes.needed="nvidia_driver" | |
| 21 | 21 | LABEL com.nvidia.cuda.version="${CUDA_VERSION}" | |
| 22 | 22 | ENV PATH=/usr/local/nvidia/bin:/usr/local/cuda/bin:${PATH} | |
@@ -38,17 +38,17 @@ RUN apt-get update && apt-get install -y --no-install-recommends \ | |||
| 38 | 38 | cuda-nvml-dev-$CUDA_PKG_VERSION \ | |
| 39 | 39 | cuda-minimal-build-$CUDA_PKG_VERSION \ | |
| 40 | 40 | cuda-command-line-tools-$CUDA_PKG_VERSION \ | |
| 41 | - libcudnn7=7.4.1.5-1+cuda9.2 \ | ||
| 42 | - libcudnn7-dev=7.4.1.5-1+cuda9.2 \ | ||
| 43 | - libnccl2=2.3.7-1+cuda9.2 \ | ||
| 44 | - libnccl-dev=2.3.7-1+cuda9.2 && \ | ||
| 45 | - ln -s /usr/local/cuda-9.2 /usr/local/cuda && \ | ||
| 41 | + libcudnn7=7.5.0.56-1+cuda10.1 \ | ||
| 42 | + libcudnn7-dev=7.5.0.56-1+cuda10.1 \ | ||
| 43 | + libnccl2=2.4.2-1+cuda10.1 \ | ||
| 44 | + libnccl-dev=2.4.2-1+cuda10.1 && \ | ||
| 45 | + ln -s /usr/local/cuda-10.1 /usr/local/cuda && \ | ||
| 46 | 46 | ln -s /usr/local/cuda/lib64/stubs/libcuda.so /usr/local/cuda/lib64/stubs/libcuda.so.1 && \ | |
| 47 | 47 | rm -rf /var/lib/apt/lists/* | |
| 48 | 48 | ||
| 49 | 49 | # Install bazel | |
| 50 | - # Tensorflow 1.11 requires the Bazel 0.15: https://www.tensorflow.org/install/source | ||
| 51 | - ENV BAZEL_VERSION=0.15.0 | ||
| 50 | + # Tensorflow 1.13 requires the Bazel 0.19.2: https://www.tensorflow.org/install/source | ||
| 51 | + ENV BAZEL_VERSION=0.19.2 | ||
| 52 | 52 | RUN apt-get update && apt-get install -y gnupg zip && \ | |
| 53 | 53 | echo "deb http://ppa.launchpad.net/webupd8team/java/ubuntu precise main" | tee -a /etc/apt/sources.list && \ | |
| 54 | 54 | echo "deb-src http://ppa.launchpad.net/webupd8team/java/ubuntu precise main" | tee -a /etc/apt/sources.list && \ | |
@@ -72,7 +72,7 @@ RUN conda install -y python=3.6.6 | |||
| 72 | 72 | RUN cd /usr/local/src && \ | |
| 73 | 73 | git clone https://github.com/tensorflow/tensorflow && \ | |
| 74 | 74 | cd tensorflow && \ | |
| 75 | - git checkout r1.12 | ||
| 75 | + git checkout r1.13 | ||
| 76 | 76 | ||
| 77 | 77 | # Create a tensorflow wheel for CPU | |
| 78 | 78 | RUN cd /usr/local/src/tensorflow && \ | |
@@ -83,9 +83,9 @@ RUN cd /usr/local/src/tensorflow && \ | |||
| 83 | 83 | ||
| 84 | 84 | # Create a tensorflow wheel for GPU/cuda | |
| 85 | 85 | ENV TF_NEED_CUDA=1 | |
| 86 | - ENV TF_CUDA_VERSION=9.2 | ||
| 87 | - # 3.7 is for the K80 and 6.0 is for the P100: https://developer.nvidia.com/cuda-gpus | ||
| 88 | - ENV TF_CUDA_COMPUTE_CAPABILITIES=3.7,6.0 | ||
| 86 | + ENV TF_CUDA_VERSION=10.1 | ||
| 87 | + # 3.7 is for the K80 and 6.0 is for the P100, 7.5 is for the T4: https://developer.nvidia.com/cuda-gpus | ||
| 88 | + ENV TF_CUDA_COMPUTE_CAPABILITIES=3.7,6.0,7.5 | ||
| 89 | 89 | ENV TF_CUDNN_VERSION=7 | |
| 90 | 90 | ENV TF_NCCL_VERSION=2 | |
| 91 | 91 | ENV NCCL_INSTALL_PATH=/usr/ | |
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