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2021-02-07 21:33:39 +01:00

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Docker

ARG DOCKCROSS_IMAGE=alphacep/dockcross-linux-armv7
FROM ${DOCKCROSS_IMAGE}
LABEL description="A docker image for building portable Python linux binary wheels and Kaldi on other architectures"
LABEL maintainer="contact@alphacephei.com"
RUN apt-get update && \
apt-get install -y --no-install-recommends \
wget \
libffi-dev \
libpcre3-dev \
zlib1g-dev \
automake \
autoconf \
libtool \
cmake \
python3 \
python3-pip \
python3-wheel \
python3-setuptools \
python3-cffi \
&& rm -rf /var/lib/apt/lists/*
ARG OPENBLAS_ARCH=ARMV7
ARG ARM_HARDWARE_OPTS="-mfloat-abi=hard -mfpu=neon"
RUN cd /opt \
&& git clone -b lookahead-1.8.0 --single-branch https://github.com/alphacep/kaldi \
&& cd kaldi/tools \
&& git clone -b v0.3.13 --single-branch https://github.com/xianyi/OpenBLAS \
&& git clone -b v3.2.1 --single-branch https://github.com/alphacep/clapack \
&& make -C OpenBLAS ONLY_CBLAS=1 TARGET="${OPENBLAS_ARCH}" HOSTCC=gcc USE_LOCKING=1 USE_THREAD=0 all \
&& make -C OpenBLAS PREFIX=$(pwd)/OpenBLAS/install install \
&& mkdir -p clapack/BUILD && cd clapack/BUILD && cmake .. && make -j 10 && find . -name "*.a" | xargs cp -t ../../OpenBLAS/install/lib \
&& cd /opt/kaldi/tools \
&& git clone --single-branch https://github.com/alphacep/openfst openfst \
&& cd openfst \
&& autoreconf -i \
&& CFLAGS="-g -O3" ./configure --prefix=/opt/kaldi/tools/openfst --enable-static --enable-shared --enable-far --enable-ngram-fsts --enable-lookahead-fsts --with-pic --disable-bin --host=${CROSS_TRIPLE} --build=x86-linux-gnu \
&& make -j 10 && make install \
&& cd /opt/kaldi/src \
&& sed -i "s:TARGET_ARCH=\"\`uname -m\`\":TARGET_ARCH=$(echo $CROSS_TRIPLE|cut -d - -f 1):g" configure \
&& sed -i "s:-mfloat-abi=hard -mfpu=neon:${ARM_HARDWARE_OPTS}:g" makefiles/linux_openblas_arm.mk \
&& sed -i "s: -O1 : -O3 :g" makefiles/linux_openblas_arm.mk \
&& ./configure --mathlib=OPENBLAS_CLAPACK --shared --use-cuda=no \
&& make -j 10 online2 lm \
&& find /opt/kaldi -name "*.o" -exec rm {} \;