OPUS-MT-train/evaluate/Makefile

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2020-01-12 19:04:36 +03:00
include ../Makefile.env
include ../Makefile.config
include ../Makefile.slurm
SRC = en
TRG = de
LANGPAIR = ${SRC}-${TRG}
MODELHOME = ../models/${LANGPAIR}
MODELZIP = ${lastword ${sort ${wildcard ${MODELHOME}/*-20*.zip}}}
MODELNAME = ${patsubst %.zip,%,${notdir ${MODELZIP}}}
MODELURL = https://object.pouta.csc.fi/OPUS-MT-models/${LANGPAIR}
TESTSETDIR = ../testsets/${LANGPAIR}
TESTSETS = ${sort ${wildcard ${TESTSETDIR}/*.${SRC}.gz}}
TESTSET = ${lastword ${TESTSETS}}
WORKDIR = ${PWD}/${LANGPAIR}/${MODELNAME}
TEST_PRE = ${WORKDIR}/${patsubst %.gz,%.pre,${notdir ${TESTSET}}}
TEST_TRANS = ${TEST_PRE}.${TRG}
TEST_EVAL = ${TEST_TRANS}.eval
all: ${WORKDIR}/model/decoder.yml
${MAKE} ${TEST_EVAL}
${MAKE} cleanup
.INTERMEDIATE: ${WORKDIR}/model/decoder.yml
prepare-model: ${WORKDIR}/model/decoder.yml
${WORKDIR}/model/decoder.yml:
mkdir -p ${dir $@}
ifneq (${wildcard ${MODELZIP}},)
cp ${MODELZIP} ${dir $@}
else
cd ${dir $@} && wget ${MODELURL}/${notdir ${MODELZIP}}
endif
cd ${dir $@} && unzip -u *.zip
SUBWORD_MODEL = ${filter-out ${WORKDIR}/model/source.tcmodel,${wildcard ${WORKDIR}/model/source.*}}
ifneq (${wildcard ${WORKDIR}/model/preprocess.sh},)
PREPROCESS = ${WORKDIR}/model/preprocess.sh ${SRC} ${SUBWORD_MODEL}
else
PREPROCESS = ${TOKENIZER}/replace-unicode-punctuation.perl |\
${TOKENIZER}/remove-non-printing-char.perl |\
${TOKENIZER}/normalize-punctuation.perl -l ${SRC} |\
${TOKENIZER}/tokenizer.perl -a -l ${SRC} |\
sed 's/ */ /g;s/^ *//g;s/ *$$//g' |\
python3 ${SNMTPATH}/apply_bpe.py -c ${SUBWORD_MODEL}
endif
ifneq (${wildcard ${WORKDIR}/model/postprocess.sh},)
POSTPROCESS = ${WORKDIR}/model/postprocess.sh
else
POSTPROCESS = sed 's/\@\@ //g;s/ \@\@//g;s/ \@\-\@ /-/g' |\
$(TOKENIZER)/detokenizer.perl -l ${TRG}
endif
prepare-data: ${TEST_PRE}
${TEST_PRE}: ${WORKDIR}/%.pre: ${TESTSETDIR}/%.gz ${WORKDIR}/model/decoder.yml
zcat $< | ${PREPROCESS} > $@
translate: ${TEST_TRANS}
## translate test set
${TEST_TRANS}: ${TEST_PRE} ${WORKDIR}/model/decoder.yml
mkdir -p ${dir $@}
cd ${dir ${word 2,$^}}; \
${LOADMODS} && ${MARIAN}/marian-decoder -i $< \
-c decoder.yml \
-d ${MARIAN_GPUS} \
${MARIAN_DECODER_FLAGS} |\
${POSTPROCESS} |\
sed 's/^ *//;s/ *$$//' > $@
eval: ${TEST_EVAL}
${TEST_EVAL}: ${TEST_TRANS}
zcat ${patsubst %.${SRC}.gz,%.${TRG}.gz,${TESTSET}} > $@.ref
cat $< | sacrebleu $@.ref > $@
cat $< | sacrebleu --metrics=chrf --width=3 $@.ref >> $@
rm -f $@.ref
cleanup:
rm -fr ${WORKDIR}/model