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Include full Dockerfile for FSDP example #503

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138 changes: 137 additions & 1 deletion 3.test_cases/10.FSDP/Dockerfile
Original file line number Diff line number Diff line change
@@ -1,5 +1,141 @@
# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
# SPDX-License-Identifier: MIT-0
FROM nvidia/cuda:12.4.0-runtime-ubuntu22.04

ARG GDRCOPY_VERSION=v2.4.1
ARG EFA_INSTALLER_VERSION=1.36.0
ARG AWS_OFI_NCCL_VERSION=v1.12.1-aws
ARG NCCL_VERSION=v2.23.4-1
ARG NCCL_TESTS_VERSION=v2.13.10

RUN apt-get update -y && apt-get upgrade -y
RUN apt-get remove -y --allow-change-held-packages \
ibverbs-utils \
libibverbs-dev \
libibverbs1 \
libmlx5-1 \
libnccl2 \
libnccl-dev

RUN rm -rf /opt/hpcx \
&& rm -rf /usr/local/mpi \
&& rm -f /etc/ld.so.conf.d/hpcx.conf \
&& ldconfig

ENV OPAL_PREFIX=

RUN DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-unauthenticated \
apt-utils \
autoconf \
automake \
build-essential \
check \
cmake \
curl \
debhelper \
devscripts \
git \
gcc \
gdb \
kmod \
libsubunit-dev \
libtool \
openssh-client \
openssh-server \
pkg-config \
python3-distutils \
vim
RUN apt-get purge -y cuda-compat-*

RUN mkdir -p /var/run/sshd
RUN sed -i 's/[ #]\(.*StrictHostKeyChecking \).*/ \1no/g' /etc/ssh/ssh_config && \
echo " UserKnownHostsFile /dev/null" >> /etc/ssh/ssh_config && \
sed -i 's/#\(StrictModes \).*/\1no/g' /etc/ssh/sshd_config

ENV LD_LIBRARY_PATH /usr/local/cuda/extras/CUPTI/lib64:/opt/amazon/openmpi/lib:/opt/nccl/build/lib:/opt/amazon/efa/lib:/opt/aws-ofi-nccl/install/lib:/usr/local/lib:$LD_LIBRARY_PATH
ENV PATH /opt/amazon/openmpi/bin/:/opt/amazon/efa/bin:/usr/bin:/usr/local/bin:$PATH

RUN curl https://bootstrap.pypa.io/get-pip.py -o /tmp/get-pip.py \
&& python3 /tmp/get-pip.py \
&& pip3 install awscli pynvml

#################################################
## Install NVIDIA GDRCopy
##
## NOTE: if `nccl-tests` or `/opt/gdrcopy/bin/sanity -v` crashes with incompatible version, ensure
## that the cuda-compat-xx-x package is the latest.
RUN git clone -b ${GDRCOPY_VERSION} https://github.com/NVIDIA/gdrcopy.git /tmp/gdrcopy \
&& cd /tmp/gdrcopy \
&& make prefix=/opt/gdrcopy install

ENV LD_LIBRARY_PATH /opt/gdrcopy/lib:$LD_LIBRARY_PATH
ENV LIBRARY_PATH /opt/gdrcopy/lib:$LIBRARY_PATH
ENV CPATH /opt/gdrcopy/include:$CPATH
ENV PATH /opt/gdrcopy/bin:$PATH

#################################################
## Install EFA installer
RUN cd $HOME \
&& curl -O https://efa-installer.amazonaws.com/aws-efa-installer-${EFA_INSTALLER_VERSION}.tar.gz \
&& tar -xf $HOME/aws-efa-installer-${EFA_INSTALLER_VERSION}.tar.gz \
&& cd aws-efa-installer \
&& ./efa_installer.sh -y -g -d --skip-kmod --skip-limit-conf --no-verify \
&& rm -rf $HOME/aws-efa-installer

###################################################
## Install NCCL
RUN git clone -b ${NCCL_VERSION} https://github.com/NVIDIA/nccl.git /opt/nccl \
&& cd /opt/nccl \
&& make -j $(nproc) src.build CUDA_HOME=/usr/local/cuda \
NVCC_GENCODE="-gencode=arch=compute_80,code=sm_80 -gencode=arch=compute_86,code=sm_86 -gencode=arch=compute_89,code=sm_89 -gencode=arch=compute_90,code=sm_90"

###################################################
## Install AWS-OFI-NCCL plugin
RUN DEBIAN_FRONTEND=noninteractive apt-get install -y libhwloc-dev
#Switch from sh to bash to allow parameter expansion
SHELL ["/bin/bash", "-c"]
RUN curl -OL https://github.com/aws/aws-ofi-nccl/releases/download/${AWS_OFI_NCCL_VERSION}/aws-ofi-nccl-${AWS_OFI_NCCL_VERSION//v}.tar.gz \
&& tar -xf aws-ofi-nccl-${AWS_OFI_NCCL_VERSION//v}.tar.gz \
&& cd aws-ofi-nccl-${AWS_OFI_NCCL_VERSION//v} \
&& ./configure --prefix=/opt/aws-ofi-nccl/install \
--with-mpi=/opt/amazon/openmpi \
--with-libfabric=/opt/amazon/efa \
--with-cuda=/usr/local/cuda \
--enable-platform-aws \
&& make -j $(nproc) \
&& make install \
&& cd .. \
&& rm -rf aws-ofi-nccl-${AWS_OFI_NCCL_VERSION//v} \
&& rm aws-ofi-nccl-${AWS_OFI_NCCL_VERSION//v}.tar.gz

SHELL ["/bin/sh", "-c"]

###################################################
## Install NCCL-tests
RUN git clone -b ${NCCL_TESTS_VERSION} https://github.com/NVIDIA/nccl-tests.git /opt/nccl-tests \
&& cd /opt/nccl-tests \
&& make -j $(nproc) \
MPI=1 \
MPI_HOME=/opt/amazon/openmpi/ \
CUDA_HOME=/usr/local/cuda \
NCCL_HOME=/opt/nccl/build \
NVCC_GENCODE="-gencode=arch=compute_80,code=sm_80 -gencode=arch=compute_86,code=sm_86 -gencode=arch=compute_89,code=sm_89 -gencode=arch=compute_90,code=sm_90"

RUN rm -rf /var/lib/apt/lists/*

## Set Open MPI variables to exclude network interface and conduit.
ENV OMPI_MCA_pml=^cm,ucx \
OMPI_MCA_btl=tcp,self \
OMPI_MCA_btl_tcp_if_exclude=lo,docker0,veth_def_agent\
OPAL_PREFIX=/opt/amazon/openmpi \
NCCL_SOCKET_IFNAME=^docker,lo,veth_def_agent,eth

## Turn off PMIx Error https://github.com/open-mpi/ompi/issues/7516
ENV PMIX_MCA_gds=hash

## Set LD_PRELOAD for NCCL library
ENV LD_PRELOAD /opt/nccl/build/lib/libnccl.so

FROM public.ecr.aws/hpc-cloud/nccl-tests:latest

RUN apt update && apt install -y nvtop

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