mirror of
https://github.com/Helsinki-NLP/OPUS-MT-train.git
synced 2024-09-11 20:27:19 +03:00
327 lines
9.5 KiB
Makefile
327 lines
9.5 KiB
Makefile
# -*-makefile-*-
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#
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# settings of the environment
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# - essential tools and their paths
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# - system-specific settings
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#
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SHELL := /bin/bash
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PWD ?= ${shell pwd}
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# job-specific settings (overwrite if necessary)
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# HPC_EXTRA: additional SBATCH commands
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NR_GPUS = 1
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HPC_NODES = 1
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# HPC_DISK = 500
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HPC_QUEUE = serial
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HPC_GPUQUEUE = gpu
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MEM ?= 4g
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CORES ?= 1
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WALLTIME ?= 72
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GPU = v100
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DEVICE = cuda
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LOAD_CPU_ENV = echo "nothing to load"
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LOAD_GPU_ENV = echo "nothing to load"
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## default SLURM option to allocate GPU resources
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HPC_GPU_ALLOCATION = --gres=gpu:${GPU}:${NR_GPUS}
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WORKHOME ?= ${PWD}/work
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## anything that needs to be done to load
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## the build environment for specific software
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LOAD_BUILD_ENV = echo "nothing to load"
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LOAD_MARIAN_BUILD_ENV = echo "nothing to load"
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LOAD_EXTRACTLEX_BUILD_ENV = echo "nothing to load"
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## load system-specific environments
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ifeq (${shell hostname -d 2>/dev/null},mahti.csc.fi)
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HPC_HOST = mahti
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include ${REPOHOME}lib/env/mahti.mk
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else ifeq (${shell hostname},dx6-ibs-p2)
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HPC_HOST = dx6
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include ${REPOHOME}lib/env/dx6.mk
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else ifeq (${shell hostname},dx7-nkiel-4gpu)
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HPC_HOST = dx7
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include ${REPOHOME}lib/env/dx7.mk
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# else ifneq ($(wildcard /wrk/tiedeman/research),)
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# HPC_HOST = taito
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# include ${REPOHOME}lib/env/taito.mk
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else ifeq (${shell hostname --domain 2>/dev/null},bullx)
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HPC_HOST = puhti
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include ${REPOHOME}lib/env/puhti.mk
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endif
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## default settings for CPU cores to be used
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CPU_CORES ?= ${CORES}
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THREADS ?= ${CPU_CORES}
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## set variables with HPC prefix
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## (this is mostly for backwards compatibility)
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HPC_TIME ?= ${WALLTIME}:00
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HPC_CORES ?= ${CPU_CORES}
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HPC_THREADS ?= ${HPC_CORES}
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HPC_MEM ?= ${MEM}
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## number parallel jobs in make
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## (for slurm jobs)
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ifdef JOBS
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HPC_JOBS ?= ${JOBS}
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else
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JOBS ?= ${THREADS}
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HPC_JOBS ?= ${HPC_THREADS}
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endif
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SUBMIT_PREFIX ?= submit
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ifndef TMPDIR
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TMPDIR := /tmp
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endif
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ifndef TMPWORKDIR
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TMPWORKDIR := ${shell mktemp -d -p ${TMPDIR}}
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endif
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export TMPWORKDIR
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## tools and their locations
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SCRIPTDIR ?= ${REPOHOME}scripts
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TOOLSDIR ?= ${REPOHOME}tools
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ISO639 ?= ${shell which iso639 2>/dev/null || echo 'perl ${TOOLSDIR}/LanguageCodes/ISO-639-3/bin/iso639'}
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PIGZ ?= ${shell which pigz 2>/dev/null || echo ${TOOLSDIR}/pigz/pigz}
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TERASHUF ?= ${shell which terashuf 2>/dev/null || echo ${TOOLSDIR}/terashuf/terashuf}
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JQ ?= ${shell which jq 2>/dev/null || echo ${TOOLSDIR}/jq/jq}
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PROTOC ?= ${shell which protoc 2>/dev/null || echo ${TOOLSDIR}/protobuf/bin/protoc}
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MARIAN ?= ${shell which marian 2>/dev/null || echo ${TOOLSDIR}/marian-dev/build/marian}
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MARIAN_HOME ?= $(dir ${MARIAN})
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SPM_HOME ?= ${dir ${MARIAN}}
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FASTALIGN ?= ${shell which fast_align 2>/dev/null || echo ${TOOLSDIR}/fast_align/build/fast_align}
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FASTALIGN_HOME ?= ${dir ${FASTALIGN}}
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ATOOLS ?= ${FASTALIGN_HOME}atools
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EFLOMAL ?= ${shell which eflomal 2>/dev/null || echo ${TOOLSDIR}/eflomal/eflomal}
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EFLOMAL_HOME ?= ${dir ${EFLOMAL}}
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WORDALIGN ?= ${EFLOMAL_HOME}align.py
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EFLOMAL ?= ${EFLOMAL_HOME}eflomal
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EXTRACT_LEX ?= ${shell which extract_lex 2>/dev/null || echo ${TOOLSDIR}/extract-lex/build/extract_lex}
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MOSESSCRIPTS ?= ${TOOLSDIR}/moses-scripts/scripts
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TMX2MOSES ?= ${shell which tmx2moses 2>/dev/null || echo ${TOOLSDIR}/OpusTools-perl/scripts/convert/tmx2moses}
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## marian-nmt binaries
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MARIAN_TRAIN = ${MARIAN_HOME}marian
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MARIAN_DECODER = ${MARIAN_HOME}marian-decoder
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MARIAN_SCORER = ${MARIAN_HOME}marian-scorer
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MARIAN_VOCAB = ${MARIAN_HOME}marian-vocab
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TOKENIZER = ${MOSESSCRIPTS}/tokenizer
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##--------------------------------------------------------
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## Tools for creating efficient student models:
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##
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## browsermt branch of marian-nmt
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## https://github.com/browsermt/marian-dev
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##--------------------------------------------------------
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BROWSERMT_HOME ?= ${TOOLSDIR}/browsermt
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BROWSERMT_TRAIN = ${BROWSERMT_HOME}/marian-dev/build/marian
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BROWSERMT_DECODE = ${BROWSERMT_HOME}/marian-dev/build/marian-decoder
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BROWSERMT_CONVERT = ${BROWSERMT_HOME}/marian-dev/build/marian-conv
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## BPE
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SUBWORD_BPE ?= ${shell which subword-nmt 2>/dev/null || echo ${TOOLSDIR}/subword-nmt/subword_nmt/subword_nmt.py}
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SUBWORD_HOME ?= ${dir ${SUBWORD_BPE}}
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ifeq (${shell which subword-nmt},)
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BPE_LEARN ?= python3 ${SUBWORD_HOME}/learn_bpe.py
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BPE_APPLY ?= python3 ${SUBWORD_HOME}/apply_bpe.py
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else
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BPE_LEARN ?= ${SUBWORD_BPE} learn-bpe
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BPE_APPLY ?= ${SUBWORD_BPE} apply-bpe
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endif
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## SentencePiece
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SPM_TRAIN = ${SPM_HOME}spm_train
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SPM_ENCODE = ${SPM_HOME}spm_encode
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SORT := sort -T ${TMPDIR} --parallel=${THREADS}
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SHUFFLE := ${shell which ${TERASHUF} 2>/dev/null || echo "${SORT} --random-sort"}
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GZIP := ${shell which ${PIGZ} 2>/dev/null || echo gzip}
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GZCAT := ${GZIP} -cd
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ZCAT := gzip -cd
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UNIQ := ${SORT} -u
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WGET := wget -T 1
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## check that we have a GPU available
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## TODO: this assumes that we have nvidia-smi on the system
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NVIDIA_SMI := ${shell which nvidia-smi 2>/dev/null}
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ifneq ($(wildcard ${NVIDIA_SMI}),)
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ifeq (${shell nvidia-smi | grep failed | wc -l},1)
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MARIAN_BUILD_OPTIONS += -DCOMPILE_CUDA=off
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LOAD_ENV = ${LOAD_CPU_ENV}
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else
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GPU_AVAILABLE = 1
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LOAD_ENV = ${LOAD_GPU_ENV}
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endif
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else
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MARIAN_BUILD_OPTIONS += -DCOMPILE_CUDA=off
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LOAD_ENV = ${LOAD_CPU_ENV}
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endif
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# TODO: delete those?
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# MULTEVALHOME = ${APPLHOME}/multeval
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## install prerequisites
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##
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## TODO: add EXTRACT_LEX, BROWSERMT_TRAIN, ..?
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## TODO: add OpusFilter?
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PREREQ_TOOLS := $(lastword ${ISO639}) ${ATOOLS} ${PIGZ} ${TERASHUF} ${MARIAN} ${EFLOMAL} ${TMX2MOSES}
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PREREQ_PERL := ISO::639::3 ISO::639::5 OPUS::Tools XML::Parser
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## additional tools:
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## - extract-lex for extracting short lists
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## - browsermt_train for quantization
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## - jq to extract text from cirrus-search dumps of wikipedia (for back-transaltion)
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##
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## install those with `make install-all`
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EXTRA_TOOLS := ${EXTRACT_LEX} ${BROWSERMT_TRAIN} ${JQ}
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PIP := ${shell which pip3 2>/dev/null || echo pip}
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CPAN := ${shell which cpanm 2>/dev/null || echo cpan}
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## setup local Perl environment
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## better install local::lib and put this into your .bashrc:
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##
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## eval "$(perl -I$HOME/perl5/lib/perl5 -Mlocal::lib)"
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export PATH := ${HOME}/perl5/bin:${PATH}
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export PERL5LIB := ${HOME}/perl5/lib/perl5:${PERL5LIB}}
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export PERL_LOCAL_LIB_ROOT := ${HOME}/perl5:${PERL_LOCAL_LIB_ROOT}}
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export PERL_MB_OPT := --install_base "${HOME}/perl5"
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export PERL_MM_OPT := INSTALL_BASE=${HOME}/perl5
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PHONY: install install-prerequisites install-prereq install-requirements
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install install-prerequisites install-prereq install-requirements:
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${PIP} install --user -r requirements.txt
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${MAKE} install-perl-modules
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${MAKE} ${PREREQ_TOOLS}
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.PHONY: install-perl-modules
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install-perl-modules:
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for p in ${PREREQ_PERL}; do \
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perl -e "use $$p;" 2> /dev/null || ${CPAN} -i $$p; \
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done
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${TOOLSDIR}/LanguageCodes/ISO-639-3/bin/iso639:
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${MAKE} tools/LanguageCodes/ISO-639-5/lib/ISO/639/5.pm
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${TOOLSDIR}/LanguageCodes/ISO-639-5/lib/ISO/639/5.pm:
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${MAKE} -C tools/LanguageCodes all
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${TOOLSDIR}/fast_align/build/atools:
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mkdir -p ${dir $@}
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cd ${dir $@} && cmake ..
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${MAKE} -C ${dir $@}
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${TOOLSDIR}/pigz/pigz:
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${MAKE} -C ${dir $@}
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${TOOLSDIR}/terashuf/terashuf:
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mkdir -p ${TOOLSDIR}
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cd ${TOOLSDIR} && git clone https://github.com/alexandres/terashuf.git
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${MAKE} -C ${dir $@}
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${TOOLSDIR}/jq/jq:
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cd ${dir $@} && git submodule update --init
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cd ${dir $@} && autoreconf -fi
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cd ${dir $@} && ./configure --with-oniguruma=builtin
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${MAKE} -C ${dir $@} all
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## For Mac users:
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## - install protobuf: sudo port install protobuf3-cpp
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## - install MKL (especially for cpu use):
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## file:///opt/intel/documentation_2020/en/mkl/ps2020/get_started.htm
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${TOOLSDIR}/marian-dev/build/marian: ${PROTOC}
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mkdir -p ${TOOLSDIR}
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cd ${TOOLSDIR} && git clone https://github.com/marian-nmt/marian-dev.git
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mkdir -p ${dir $@}
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cd ${dir $@} && ${LOAD_MARIAN_BUILD_ENV} && cmake -DUSE_SENTENCEPIECE=on ${MARIAN_BUILD_OPTIONS} ..
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${LOAD_MARIAN_BUILD_ENV} && ${MAKE} -C ${dir $@} -j8
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${TOOLSDIR}/protobuf/bin/protoc:
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mkdir -p ${TOOLSDIR}
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cd ${TOOLSDIR} && git clone https://github.com/protocolbuffers/protobuf.git
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cd ${TOOLSDIR}/protobuf && git submodule update --init --recursive
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cd ${TOOLSDIR}/protobuf && ./autogen.sh
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cd ${TOOLSDIR}/protobuf && ./configure --prefix=${TOOLSDIR}/protobuf
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${MAKE} -C ${TOOLSDIR}/protobuf
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${TOOLSDIR}/extract-lex/build/extract_lex:
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mkdir -p ${TOOLSDIR}
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cd ${TOOLSDIR} && git clone https://github.com/marian-nmt/extract-lex
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mkdir -p ${dir $@}
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cd ${dir $@} && ${LOAD_EXTRACTLEX_BUILD_ENV} && cmake ..
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${LOAD_EXTRACTLEX_BUILD_ENV} && ${MAKE} -C ${dir $@} -j4
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## for Mac users: use gcc to compile eflomal
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##
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## sudo port install gcc10
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## gcc-mp-10 -Ofast -march=native -Wall --std=gnu99 -Wno-unused-function -g -fopenmp -c eflomal.c
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## gcc-mp-10 -lm -lgomp -fopenmp eflomal.o -o eflomal
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##
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## sudo port install llvm-devel py-cython py-numpy
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## sudo port select --set python python38
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## sudo port select --set python3 python38
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## sudo port select --set cython cython38
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## cd tools/efmoral
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## sudo env python3 setup.py install
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.PHONY: install-eflomal
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install-eflomal:
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${TOOLSDIR}/eflomal/eflomal:
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${MAKE} -C ${dir $@} all
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cd ${dir $@} && python3 setup.py install --user
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# python3 setup.py install --install-dir ${HOME}/.local
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${TOOLSDIR}/OpusTools-perl/scripts/convert/tmx2moses:
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mkdir -p ${TOOLSDIR}
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cd ${TOOLSDIR} && https://github.com/Helsinki-NLP/OpusTools-perl
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cd ${TOOLSDIR}/OpusTools-perl && perl Makefile.PL
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cd ${TOOLSDIR}/OpusTools-perl && ${MAKE} install
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