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-# Copyright (c) 2020, Xilinx
-# All rights reserved.
-#
-# Redistribution and use in source and binary forms, with or without
-# modification, are permitted provided that the following conditions are met:
-#
-# * Redistributions of source code must retain the above copyright notice, this
-#   list of conditions and the following disclaimer.
-#
-# * Redistributions in binary form must reproduce the above copyright notice,
-#   this list of conditions and the following disclaimer in the documentation
-#   and/or other materials provided with the distribution.
-#
-# * Neither the name of FINN nor the names of its
-#   contributors may be used to endorse or promote products derived from
-#   this software without specific prior written permission.
-#
-# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
-# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
-# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
-# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
-# FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
-# DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
-# SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
-# CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
-# OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
-# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
-
-FROM pytorch/pytorch:1.1.0-cuda10.0-cudnn7.5-devel
-MAINTAINER Yaman Umuroglu <yamanu@xilinx.com>
-ARG PYTHON_VERSION=3.6
-ARG VIVADO_PATH
-ARG BUILD_PATH
-
-WORKDIR /workspace
-
-# cloning dependency repos
-# Brevitas
-RUN git clone --branch feature/finn_onnx_export https://github.com/Xilinx/brevitas.git /workspace/brevitas
-RUN git -C /workspace/brevitas checkout 215cf44c76d562339fca368c8c3afee3110033e8
-
-# Brevitas examples
-RUN git clone --branch feature/rework_scaling_clipping https://github.com/maltanar/brevitas_cnv_lfc.git /workspace/brevitas_cnv_lfc
-RUN git -C /workspace/brevitas_cnv_lfc checkout 2059f96bd576bf71f32c757e7f92617a70190c90
-
-# CNPY
-RUN git clone https://github.com/rogersce/cnpy.git /workspace/cnpy
-RUN git -C /workspace/cnpy checkout 4e8810b1a8637695171ed346ce68f6984e585ef4
-
-# FINN hlslib
-RUN git clone https://github.com/maltanar/finn-hlslib.git /workspace/finn-hlslib
-RUN git -C /workspace/finn-hlslib checkout b139bf051ac8f8e0a3625509247f714127cf3317
-
-# PyVerilator
-RUN git clone https://github.com/maltanar/pyverilator /workspace/pyverilator
-RUN git -C /workspace/pyverilator checkout 307fc5c82db748620836307a2002fdc9fe170226
-
-# PYNQ-HelloWorld
-RUN git clone --branch feature/synth_rpt https://github.com/maltanar/PYNQ-HelloWorld.git /workspace/PYNQ-HelloWorld
-RUN git -C /workspace/PYNQ-HelloWorld checkout db7e418767ce2a8e08fe732ddb3aa56ee79b7560
-
-# FINN
-RUN git clone --branch dev https://github.com/Xilinx/finn /workspace/finn
-
-RUN pip install -r /workspace/finn/requirements.txt
-RUN apt update; apt install nano
-RUN pip install pytest-dependency
-RUN apt-get update
-RUN apt-get -y upgrade
-RUN apt-get install -y build-essential libglib2.0-0 libsm6 libxext6 libxrender-dev
-RUN apt install verilator
-RUN apt-get -y install sshpass
-RUN echo "StrictHostKeyChecking no" >> /etc/ssh/ssh_config
-
-
-ENV PYTHONPATH "${PYTHONPATH}:/workspace/finn/src"
-ENV PYTHONPATH "${PYTHONPATH}:/workspace/brevitas_cnv_lfc/training_scripts"
-ENV PYTHONPATH "${PYTHONPATH}:/workspace/brevitas"
-ENV PYTHONPATH "${PYTHONPATH}:/workspace/pyverilator"
-ENV PYNQSHELL_PATH "/workspace/PYNQ-HelloWorld/boards"
-
-RUN echo "source $VIVADO_PATH/settings64.sh" >> /root/.bashrc
-RUN echo "PS1='\[\033[1;36m\]\u\[\033[1;31m\]@\[\033[1;32m\]\h:\[\033[1;35m\]\w\[\033[1;31m\]\$\[\033[0m\] '" >>  /root/.bashrc
-RUN mkdir -p $BUILD_PATH
-RUN mkdir -p $BUILD_PATH/vivado_ip_cache
-
-WORKDIR /workspace/finn