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[DO NOT MERGE] Tensile tuning dockerfile #696

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46 changes: 46 additions & 0 deletions docker/Dockerfile.tuning
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# This dockerfile is meant to serve as a Tensile tuning base image.

FROM ubuntu:16.04
LABEL maintainer=peng.sun@amd.com

# Install tuning dependencies
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends curl \
&& curl -sL http://repo.radeon.com/rocm/apt/debian/rocm.gpg.key | apt-key add - \
&& printf "deb [arch=amd64] http://repo.radeon.com/rocm/apt/debian/ xenial main" | tee /etc/apt/sources.list.d/rocm.list \
&& apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
sudo libelf1 libomp-dev llvm-6.0-dev python-pip python3-pip python3-tk git vim rocm-dev build-essential \
wget rocm_smi64 python-yaml pciutils kmod cmake libboost-all-dev zlib1g-dev

# Install rocm pkgs
RUN apt-get update --allow-insecure-repositories && \
DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-unauthenticated \
rocm-dev rocm-utils \
rocfft miopen-hip miopengemm rocblas hipblas rocrand rccl && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*

# Set environment variables for ROCm pkgs
ENV HCC_HOME=$ROCM_PATH/hcc
ENV HIP_PATH=$ROCM_PATH/hip
ENV OPENCL_ROOT=$ROCM_PATH/opencl
ENV PATH="$HCC_HOME/bin:$HIP_PATH/bin:${PATH}"
ENV PATH="$ROCM_PATH/bin:${PATH}"
ENV PATH="$OPENCL_ROOT/bin:${PATH}"
ARG HCC_HOME=/opt/rocm/hcc
ARG HIP_PATH=/opt/rocm/hip
ARG PATH=$HCC_HOME/bin:$HIP_PATH/bin:$PATH
ARG ROCM_PATH=/opt/rocm

# Install python dependencies for tuning
RUN pip install --upgrade pip
RUN pip3 install --upgrade pip
RUN pip install setuptools
RUN pip3 install setuptools
RUN pip install pandas openpyxl PyYAML
RUN pip3 install pandas matplotlib PyYAML

# Fetch a sample tuning config and apply provisioning
RUN cd ~ && git clone https://github.com/ROCmSoftwarePlatform/Tensile.git
RUN cd ~/Tensile && git checkout 1dcb53829aa8ad451d225f85e88612ca7a37ba5a
RUN cd ~/Tensile && wget https://www.dropbox.com/s/108e3zejfvixmoz/lstm-rocblas-configs.log && ./tuning/scripts/provision_tuning.sh -w tensile_tuning -z ~/Tensile/lstm-rocblas-configs.log -o lstm.yaml -y sgemm -l vega20
RUN cd ~/Tensile/tensile_tuning/tensile/Tensile && ./doit-all.sh