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Dockerfile.x86_64
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# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without restriction, including without limitation
# the rights to use, copy, modify, merge, publish, distribute, sublicense,
# and/or sell copies of the Software, and to permit persons to whom the
# Software is furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
# all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL
# THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
# DEALINGS IN THE SOFTWARE.
ARG BASE_IMAGE
FROM ${BASE_IMAGE}
ENV DEBIAN_FRONTEND=noninteractive
ENV SHELL /bin/bash
ARG MAKEFLAGS=-j$(nproc)
ARG WORKSPACE=/jetson-voice
WORKDIR ${WORKSPACE}
################################################################
## PyCUDA
################################################################
RUN pip3 install pycuda six --verbose
################################################################
## ctc-decoders
################################################################
RUN apt-get update && \
apt-get install -y --no-install-recommends \
swig \
&& rm -rf /var/lib/apt/lists/* \
&& apt-get clean
RUN git clone https://github.com/dusty-nv/OpenSeq2Seq -b ctc-decoders && \
cd OpenSeq2Seq/decoders && \
./setup.sh
RUN pip3 install git+https://github.com/NVIDIA/dllogger
RUN pip3 install nltk
################################################################
## Jarvis GRPC
################################################################
ARG JARVIS_URL=https://nvidia.box.com/shared/static/on9t7zqes2s6er1wpumidnc6rphwsyy7.whl
ARG JARVIS_WHL=jarvis_api-1.0.0b1-py3-none-any.whl
RUN wget --quiet --show-progress --progress=bar:force:noscroll --no-check-certificate ${JARVIS_URL} -O ${JARVIS_WHL} && \
pip3 install ${JARVIS_WHL} --verbose && \
rm ${JARVIS_WHL}
################################################################
## install some audio stuff
################################################################
RUN apt-get update && \
apt-get install -y --no-install-recommends \
alsa-base \
libasound2-dev \
alsa-utils \
portaudio19-dev \
libsndfile1 \
unzip \
tzdata \
nano \
&& rm -rf /var/lib/apt/lists/* \
&& apt-get clean
RUN pip3 install soundfile pyaudio wave
################################################################
## various patches to install
################################################################
COPY patches patches
ARG NEMO_VERSION
RUN PYTHON_ROOT=`pip3 show transformers | grep Location: | cut -d' ' -f2` && \
TRANSFORMERS_VERSION=`pip3 show transformers | grep Version: | cut -d' ' -f2` && \
echo "Python package root path: $PYTHON_ROOT" && \
echo "Applying patches for transformers $TRANSFORMERS_VERSION" && \
cp patches/transformers/$TRANSFORMERS_VERSION/convert_graph_to_onnx.py $PYTHON_ROOT/transformers/convert_graph_to_onnx.py && \
cp patches/transformers/$TRANSFORMERS_VERSION/modeling_distilbert.py $PYTHON_ROOT/transformers/models/distilbert/modeling_distilbert.py && \
cp patches/nemo/${NEMO_VERSION}/nlp/distilbert.py $PYTHON_ROOT/nemo/collections/nlp/modules/common/huggingface/distilbert.py && \
cp patches/nemo/${NEMO_VERSION}/exportable.py $PYTHON_ROOT/nemo/core/classes/exportable.py
# set Python to unicode
ENV PYTHONIOENCODING=utf-8