mirror of
https://github.com/Helsinki-NLP/OPUS-MT-train.git
synced 2024-11-27 11:03:13 +03:00
elg changes on puhti
This commit is contained in:
Joerg Tiedemann
parent
d03cdab9cd
commit
f1a8153431
@ -1 +1 @@
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Subproject commit 097a813eb2af72656288a777f0a7d35d202bd43c
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Subproject commit a63750cd3aeff3ab06f76997bd568507592e9763
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233
lib/dist.mk
233
lib/dist.mk
@ -7,12 +7,19 @@
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TODAY := ${shell date +%F}
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DATE ?= ${TODAY}
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RELEASEDIR ?= ${PWD}/models
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DEV_MODELDIR ?= ${WORKHOME}/models
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MODELSHOME ?= ${RELEASEDIR}
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OBJECTSTORAGE ?= https://object.pouta.csc.fi
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MODEL_CONTAINER ?= OPUS-MT-models
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DEV_MODEL_CONTAINER ?= OPUS-MT-dev
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RELEASE_MODELS_URL ?= https://object.pouta.csc.fi/${MODEL_CONTAINER}
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DEV_MODELS_URL ?= https://object.pouta.csc.fi/${DEV_MODEL_CONTAINER}
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MODELS_URL ?= ${RELEASE_MODELS_URL}
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MODELINDEX ?= ${OBJECTSTORAGE}/${MODEL_CONTAINER}/index.txt
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MODELSHOME ?= ${WORKHOME}/models
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RELEASEDIR ?= ${PWD}/models
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SKIP_DIST_EVAL ?= 0
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## TODO: better create a recipe for the yaml file and not the zip file
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@ -28,6 +35,9 @@ RELEASE_PACKAGE = ${basename ${DIST_PACKAGE}}_${DATE}.zip
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RELEASE_YML = ${basename ${DIST_PACKAGE}}_${DATE}.yml
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ALL_DIST_YML := ${sort ${shell find ${MODELSHOME}/ -name '*.yml' | sed -r 's/[\_\-][0-9]{4}-[0-9]{2}-[0-9]{2}.yml/.yml/'}}
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# previous name conventions:
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#
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# DIST_PACKAGE = ${MODELSHOME}/${LANGPAIRSTR}/${DATASET}.zip
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@ -37,20 +47,14 @@ RELEASE_YML = ${basename ${DIST_PACKAGE}}_${DATE}.yml
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# RELEASE_YML = ${MODELSHOME}/${LANGPAIRSTR}/${DATASET}-${DATE}.yml
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MODEL_README = ${WORKDIR}/README.md
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MODEL_YML = ${patsubst %.npz,%.yml,${MODEL_FINAL}}
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get-model-release = ${shell wget -qq -O - ${MODELINDEX} | grep '^${1}/.*-.*\.zip' | LANG=en_US.UTF-8 sort -r}
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get-model-distro = ${shell echo ${wildcard ${1}/${2}/*.zip} | tr ' ' "\n" | LANG=en_US.UTF-8 sort -r}
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find-model:
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@echo ${call get-model-dist,${LANGPAIRSTR}}
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@ -60,17 +64,11 @@ MIN_BLEU_SCORE ?= 20
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.PHONY: dist local-dist global-dist release
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## create a symbolic link to the latest model
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## and make the package
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dist:
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${MAKE} link-latest-model
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${MAKE} ${DIST_PACKAGE}
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dist: ${DIST_YML}
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## local distribution in workhome, no restrictions about BLEU
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local-dist:
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${MAKE} MODELSHOME=${WORKHOME}/models \
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MODELS_URL=https://object.pouta.csc.fi/${DEV_MODEL_CONTAINER} \
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dist
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${MAKE} MODELSHOME=${DEV_MODELDIR} MODELS_URL=${DEV_MODELS_URL} dist
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## global distribution in models-dir, restrictions on BLEU
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global-dist release:
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@ -109,100 +107,10 @@ scores:
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## get the best model from all kind of alternative setups
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## in the following sub directories (add prefix work-)
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## scan various work directories - specify alternative dir's below
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ALT_MODEL_BASE = work-
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# ALT_MODEL_DIR = bpe-old bpe-memad bpe spm-noalign bpe-align spm
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# ALT_MODEL_DIR = spm langid
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ALT_MODEL_DIR = langid
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.PHONY: best_dist_all best-dist-all
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best-dist-all best_dist_all:
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for l in $(sort ${shell ls ${ALT_MODEL_BASE}* | grep -- '-' | grep -v old | grep -v work}); do \
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if [ `find work*/$$l -name '*.npz' | wc -l` -gt 0 ]; then \
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d=`find work-spm/$$l -name '*.best-perplexity.npz' -exec basename {} \; | cut -f1 -d.`; \
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${MAKE} SRCLANGS="`echo $$l | cut -f1 -d'-' | sed 's/\\+/ /g'`" \
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TRGLANGS="`echo $$l | cut -f2 -d'-' | sed 's/\\+/ /g'`" \
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DATASET=$$d best_dist; \
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fi \
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done
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## find the best model according to test set scores
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## and make a distribution package from that model
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## (BLEU needs to be above MIN_BLEU_SCORE)
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## NEW: don't trust models tested with GNOME test sets!
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## new version of finding the best model
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## --> look at different model variants in each work-dir
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## --> take only the best one to publish
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.PHONY: best_dist best-dist
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best-dist best_dist:
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m=0;\
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s=''; \
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echo "------------------------------------------------"; \
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echo "search best model for ${LANGPAIRSTR}"; \
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for d in work ${ALT_MODEL_DIR}; do \
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if [ -e "work-$$d/${LANGPAIRSTR}/test/${TESTSET}.trg" ]; then \
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e=`basename work-$$d/${LANGPAIRSTR}/test/${TESTSET}.trg | sed 's/\.trg$$//'`; \
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else \
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e=`ls work-$$d/${LANGPAIRSTR}/test/*.trg | tail -1 | xargs basename | sed 's/\.trg$$//'`; \
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fi; \
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echo "evaldata = $$e"; \
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if [ "$$e" != "GNOME" ]; then \
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I=`find work-$$d/${LANGPAIRSTR}/ -maxdepth 1 -name "$$e.*.eval" -printf "%f\n"`; \
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for i in $$I; do \
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x=`echo $$i | cut -f3 -d. | cut -f1 -d-`; \
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y=`echo $$i | cut -f3 -d. | cut -f2 -d- | sed 's/[0-9]$$//'`; \
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z=`echo $$i | cut -f2 -d.`; \
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v=`echo $$i | cut -f4 -d.`; \
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if [ `find work-$$d/${LANGPAIRSTR} -name "$$e.$$z.$$x-$$y[0-9].$$v.*.eval" | wc -l ` -gt 0 ]; then \
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b=`grep 'BLEU+' work-$$d/${LANGPAIRSTR}/$$e.$$z.$$x-$$y[0-9].$$v.*.eval | cut -f3 -d' ' | head -1`; \
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if (( $$(echo "$$m-$$b < 0" |bc -l) )); then \
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echo "$$d/$$i ($$b) is better than $$s ($$m)!"; \
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m=$$b; \
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E=$$i; \
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s=$$d; \
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else \
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echo "$$d/$$i ($$b) is worse than $$s ($$m)!"; \
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fi; \
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fi; \
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done; \
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fi \
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done; \
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echo "--------------- best = $$m ($$s/$$E) ---------------------------------"; \
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if [ "$$s" != "" ]; then \
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if (( $$(echo "$$m > ${MIN_BLEU_SCORE}" |bc -l) )); then \
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x=`echo $$E | cut -f3 -d. | cut -f1 -d-`; \
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y=`echo $$E | cut -f3 -d. | cut -f2 -d- | sed 's/[0-9]$$//'`; \
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z=`echo $$E | cut -f2 -d.`; \
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v=`echo $$E | cut -f4 -d.`; \
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${MAKE} \
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MODELSHOME=${PWD}/models \
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PRE_SRC=$$x PRE_TRG=$$y \
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DATASET=$$z \
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MODELTYPE=$$v \
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MODELS_URL=https://object.pouta.csc.fi/${MODEL_CONTAINER} dist-$$s; \
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fi; \
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fi
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## make a package for distribution
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## old: only accept models with a certain evaluation score:
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# if [ `grep BLEU $(TEST_EVALUATION) | cut -f3 -d ' ' | cut -f1 -d '.'` -ge ${MIN_BLEU_SCORE} ]; then \
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# MODELS_URL ?= https://object.pouta.csc.fi/${DEV_MODEL_CONTAINER}
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MODELS_URL ?= https://object.pouta.csc.fi/${MODEL_CONTAINER}
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SKIP_DIST_EVAL = 0
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## determine pre-processing type
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@ -447,6 +355,7 @@ link-latest-model:
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fi
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${DIST_PACKAGE}: ${MODEL_FINAL}
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ifneq (${SKIP_DIST_EVAL},1)
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@${MAKE} $(TEST_EVALUATION)
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@ -518,6 +427,15 @@ endif
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## yaml file of the distribution package
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## is a link to the latest release of that kind of model variant
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${DIST_YML}: ${MODEL_FINAL}
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@${MAKE} ${DIST_PACKAGE}
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@${MAKE} ${RELEASE_YML}
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@rm -f $@
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@cd ${dir $@} && ln -s $(notdir ${RELEASE_YML}) ${notdir $@}
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## refresh a release with the same time stamp
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## in case it is already the newest one
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@ -693,6 +611,93 @@ ${EVALTRANSL}: # ${WORKHOME}/eval/%.test.txt: ${MODELSHOME}/%.compare
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######################################################################
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## DEPRECATED?
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## obsolete now?
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######################################################################
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## get the best model from all kind of alternative setups
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## in the following sub directories (add prefix work-)
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## scan various work directories - specify alternative dir's below
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ALT_MODEL_BASE = work-
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# ALT_MODEL_DIR = bpe-old bpe-memad bpe spm-noalign bpe-align spm
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# ALT_MODEL_DIR = spm langid
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ALT_MODEL_DIR = langid
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.PHONY: best_dist_all best-dist-all
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best-dist-all best_dist_all:
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for l in $(sort ${shell ls ${ALT_MODEL_BASE}* | grep -- '-' | grep -v old | grep -v work}); do \
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if [ `find work*/$$l -name '*.npz' | wc -l` -gt 0 ]; then \
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d=`find work-spm/$$l -name '*.best-perplexity.npz' -exec basename {} \; | cut -f1 -d.`; \
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${MAKE} SRCLANGS="`echo $$l | cut -f1 -d'-' | sed 's/\\+/ /g'`" \
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TRGLANGS="`echo $$l | cut -f2 -d'-' | sed 's/\\+/ /g'`" \
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DATASET=$$d best_dist; \
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fi \
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done
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## find the best model according to test set scores
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## and make a distribution package from that model
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## (BLEU needs to be above MIN_BLEU_SCORE)
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## NEW: don't trust models tested with GNOME test sets!
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## new version of finding the best model
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## --> look at different model variants in each work-dir
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## --> take only the best one to publish
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.PHONY: best_dist best-dist
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best-dist best_dist:
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m=0;\
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s=''; \
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echo "------------------------------------------------"; \
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echo "search best model for ${LANGPAIRSTR}"; \
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for d in work ${ALT_MODEL_DIR}; do \
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if [ -e "work-$$d/${LANGPAIRSTR}/test/${TESTSET}.trg" ]; then \
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e=`basename work-$$d/${LANGPAIRSTR}/test/${TESTSET}.trg | sed 's/\.trg$$//'`; \
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else \
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e=`ls work-$$d/${LANGPAIRSTR}/test/*.trg | tail -1 | xargs basename | sed 's/\.trg$$//'`; \
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fi; \
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echo "evaldata = $$e"; \
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if [ "$$e" != "GNOME" ]; then \
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I=`find work-$$d/${LANGPAIRSTR}/ -maxdepth 1 -name "$$e.*.eval" -printf "%f\n"`; \
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for i in $$I; do \
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x=`echo $$i | cut -f3 -d. | cut -f1 -d-`; \
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y=`echo $$i | cut -f3 -d. | cut -f2 -d- | sed 's/[0-9]$$//'`; \
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z=`echo $$i | cut -f2 -d.`; \
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v=`echo $$i | cut -f4 -d.`; \
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if [ `find work-$$d/${LANGPAIRSTR} -name "$$e.$$z.$$x-$$y[0-9].$$v.*.eval" | wc -l ` -gt 0 ]; then \
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b=`grep 'BLEU+' work-$$d/${LANGPAIRSTR}/$$e.$$z.$$x-$$y[0-9].$$v.*.eval | cut -f3 -d' ' | head -1`; \
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if (( $$(echo "$$m-$$b < 0" |bc -l) )); then \
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echo "$$d/$$i ($$b) is better than $$s ($$m)!"; \
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m=$$b; \
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E=$$i; \
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s=$$d; \
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else \
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echo "$$d/$$i ($$b) is worse than $$s ($$m)!"; \
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fi; \
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fi; \
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done; \
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fi \
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done; \
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echo "--------------- best = $$m ($$s/$$E) ---------------------------------"; \
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if [ "$$s" != "" ]; then \
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if (( $$(echo "$$m > ${MIN_BLEU_SCORE}" |bc -l) )); then \
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x=`echo $$E | cut -f3 -d. | cut -f1 -d-`; \
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y=`echo $$E | cut -f3 -d. | cut -f2 -d- | sed 's/[0-9]$$//'`; \
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z=`echo $$E | cut -f2 -d.`; \
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v=`echo $$E | cut -f4 -d.`; \
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${MAKE} \
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MODELSHOME=${PWD}/models \
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PRE_SRC=$$x PRE_TRG=$$y \
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DATASET=$$z \
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MODELTYPE=$$v \
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MODELS_URL=https://object.pouta.csc.fi/${MODEL_CONTAINER} dist-$$s; \
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fi; \
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fi
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######################################################################
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## misc recipes ... all kind of fixes
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@ -911,3 +916,19 @@ dist-fix-preprocess:
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# fix-yml-files: ${OLDYMLFILES}
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## create links for the released yml files
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# link-release-yml: ${ALL_DIST_YML}
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# print-dist-yml:
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# echo "${ALL_DIST_YML}"
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# ${ALL_DIST_YML}:
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# if [ `ls ${@:.yml=[_-]*.yml} 2>/dev/null | wc -l` -gt 0 ]; then \
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# cd ${dir $@}; \
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# ln -s `ls -t ${notdir ${@:.yml=[_-]*.yml}} | head -1` ${notdir $@}; \
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# fi
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4
lib/env/puhti.mk
vendored
4
lib/env/puhti.mk
vendored
@ -8,8 +8,8 @@ DATA_PREPARE_HPCPARAMS = CPUJOB_HPC_CORES=2 CPUJOB_HPC_MEM=16g CPUJOB_HPC_DISK=5
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DATA_ALIGN_HPCPARAMS = CPUJOB_HPC_CORES=4 CPUJOB_HPC_JOBS=2 CPUJOB_HPC_MEM=64g CPUJOB_HPC_DISK=500
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# CSCPROJECT = project_2002688
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CSCPROJECT = project_2002982
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CSCPROJECT = project_2002688
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# CSCPROJECT = project_2002982
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WORKHOME = ${shell realpath ${PWD}/work}
|
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GPU = v100
|
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HPC_QUEUE = small
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@ -49,7 +49,8 @@ elg-release-models:
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make release-all-improved-models
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make release-all-improved-models-bt
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# for l in dan fin hun nob swe tur; do make STUDENT_DATA=pft SRCLANGS=ukr TRGLANGS=$l release-tiny11-student; done
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elg-release-tiny-models:
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for l in bul dan deu fin hun nob ron swe tur; do make STUDENT_DATA=pft SRCLANGS=ukr TRGLANGS=$$l release-tiny11-student; done
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|
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ukreng-train-student:
|
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@ -127,6 +128,24 @@ elg-eval-zle:
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${MAKE} tatoeba-$${p}-eval-testsets; \
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done
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||||
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||||
elg-release-zlszle:
|
||||
for p in zls2zle zle2zls; do \
|
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${MAKE} MODELTYPE=transformer-big tatoeba-$${p}-eval-bt; \
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${MAKE} MODELTYPE=transformer-big tatoeba-$${p}-multieval-bt; \
|
||||
${MAKE} MODELTYPE=transformer-big tatoeba-$${p}-eval-testsets-bt; \
|
||||
${MAKE} MODELTYPE=transformer-big tatoeba-$${p}-dist-bt; \
|
||||
done
|
||||
|
||||
elg-release-cesslk2ukr:
|
||||
${MAKE} SRCLANGS="ces slk" TRGLANGS=ukr eval-pbt-tatoeba
|
||||
${MAKE} SRCLANGS="ces slk" TRGLANGS=ukr tatoeba-multilingual-eval-pbt
|
||||
${MAKE} SRCLANGS="ces slk" TRGLANGS=ukr release-pbt-tatoeba
|
||||
|
||||
elg-release-ukr2cesslk:
|
||||
${MAKE} TRGLANGS="ces slk" SRCLANGS=ukr eval-pft-tatoeba
|
||||
${MAKE} TRGLANGS="ces slk" SRCLANGS=ukr tatoeba-multilingual-eval-pft
|
||||
${MAKE} TRGLANGS="ces slk" SRCLANGS=ukr release-pft-tatoeba
|
||||
|
||||
|
||||
|
||||
elg-eval-big2zle:
|
||||
@ -575,11 +594,13 @@ ukr-model-table2:
|
||||
# SCORE_BASE_URL = https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master
|
||||
SCORE_BASE_URL = https://github.com/Helsinki-NLP/OPUS-MT-train/blob/puhti
|
||||
|
||||
|
||||
print-ukr2x-table:
|
||||
@echo '| language pair | lang-IDs | BLEU | model |'
|
||||
@echo '|---------------|----------|------|-------|'
|
||||
@grep '^[1-9][0-9]\.' ../scores/ukr-*/flores101-devtest/bleu-scores*txt | \
|
||||
sed 's/:/ /' | sort -nr | rev | uniq -f2 | rev| sort > $@.tmp1
|
||||
grep -v 'txt:1[0-5]\.' | ${GREP_MODELS} \
|
||||
sed 's/:/ /' | sort -nr | rev | uniq -f2 | rev| sort > $@.tmp1
|
||||
@cut -f3 -d'/' $@.tmp1 > $@.langids
|
||||
@cut -f1 $@.langids | xargs iso639 -p | sed "s/^\"//;s/\"$$//;s#\" \"#\n#g" > $@.langnames
|
||||
@cut -f1 $@.tmp1 | sed 's#^\.\.#${SCORE_BASE_URL}#' > $@.bleufile
|
||||
@ -597,7 +618,8 @@ print-x2ukr-table:
|
||||
@echo '| language pair | lang-IDs | BLEU | model |'
|
||||
@echo '|---------------|----------|------|-------|'
|
||||
@grep '^[1-9][0-9]\.' ../scores/*-ukr/flores101-devtest/bleu-scores*txt | \
|
||||
sed 's/:/ /' | sort -nr | rev | uniq -f2 | rev| sort > $@.tmp1
|
||||
grep -v 'txt:1[0-5]\.' | ${GREP_MODELS} \
|
||||
sed 's/:/ /' | sort -nr | rev | uniq -f2 | rev| sort > $@.tmp1
|
||||
@cut -f3 -d'/' $@.tmp1 > $@.langids
|
||||
@cut -f1 $@.langids | xargs iso639 -p | sed "s/^\"//;s/\"$$//;s#\" \"#\n#g" > $@.langnames
|
||||
@cut -f1 $@.tmp1 | sed 's#^\.\.#${SCORE_BASE_URL}#' > $@.bleufile
|
||||
@ -622,3 +644,44 @@ opus-mt-ukr-flores-devtest.md:
|
||||
echo "## Translations to Ukrainian" >> $@
|
||||
echo "" >> $@
|
||||
make -s print-x2ukr-table >> $@
|
||||
|
||||
|
||||
opus-mt-ukr-flores-devtest-tiny.md:
|
||||
echo "# OPUS-MT models for Ukrainian" > $@
|
||||
echo "" >> $@
|
||||
echo "The following tables list the best OPUS-MT models for translating from and to Ukrainian according to the flores101 devtest benchmark. Results are given in standard BLEU scores (using sacrebleu)." >> $@
|
||||
echo "" >> $@
|
||||
echo "## Translations from Ukrainian" >> $@
|
||||
echo "" >> $@
|
||||
make -s GREP_MODELS="grep 'tiny' |" print-ukr2x-table >> $@
|
||||
echo "" >> $@
|
||||
echo "## Translations to Ukrainian" >> $@
|
||||
echo "" >> $@
|
||||
make -s GREP_MODELS="grep 'tiny' |" print-x2ukr-table >> $@
|
||||
|
||||
|
||||
opus-mt-ukr-flores-devtest-big.md:
|
||||
echo "# OPUS-MT models for Ukrainian" > $@
|
||||
echo "" >> $@
|
||||
echo "The following tables list the best OPUS-MT models for translating from and to Ukrainian according to the flores101 devtest benchmark. Results are given in standard BLEU scores (using sacrebleu)." >> $@
|
||||
echo "" >> $@
|
||||
echo "## Translations from Ukrainian" >> $@
|
||||
echo "" >> $@
|
||||
make -s GREP_MODELS="grep 'transformer-big' |" print-ukr2x-table >> $@
|
||||
echo "" >> $@
|
||||
echo "## Translations to Ukrainian" >> $@
|
||||
echo "" >> $@
|
||||
make -s GREP_MODELS="grep 'transformer-big' |" print-x2ukr-table >> $@
|
||||
|
||||
opus-mt-ukr-flores-devtest-base.md:
|
||||
echo "# OPUS-MT models for Ukrainian" > $@
|
||||
echo "" >> $@
|
||||
echo "The following tables list the best OPUS-MT models for translating from and to Ukrainian according to the flores101 devtest benchmark. Results are given in standard BLEU scores (using sacrebleu)." >> $@
|
||||
echo "" >> $@
|
||||
echo "## Translations from Ukrainian" >> $@
|
||||
echo "" >> $@
|
||||
make -s GREP_MODELS="grep -v 'transformer-big' | grep -v 'tiny' |" print-ukr2x-table >> $@
|
||||
echo "" >> $@
|
||||
echo "## Translations to Ukrainian" >> $@
|
||||
echo "" >> $@
|
||||
make -s GREP_MODELS="grep -v 'transformer-big' | grep -v 'tiny' |" print-x2ukr-table >> $@
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
15.7 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zls/opusTCv20210807+bt_transformer-big_2022-03-16.zip
|
||||
12.9 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-10-04.zip
|
||||
12.8 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-09-26.zip
|
||||
12.6 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-07-27.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
0.49267 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zls/opusTCv20210807+bt_transformer-big_2022-03-16.zip
|
||||
0.456 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-10-04.zip
|
||||
0.453 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-07-27.zip
|
||||
0.450 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-09-26.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
16.1 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zls/opusTCv20210807+bt_transformer-big_2022-03-16.zip
|
||||
13.7 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-07-27.zip
|
||||
13.4 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-09-26.zip
|
||||
13.3 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-10-04.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
0.49602 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zls/opusTCv20210807+bt_transformer-big_2022-03-16.zip
|
||||
0.454 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-10-04.zip
|
||||
0.452 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-07-27.zip
|
||||
0.450 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-07-21.zip
|
||||
|
||||
@ -1,2 +1,3 @@
|
||||
14.2 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-gmq/opusTCv20210807+pft_transformer-big_2022-03-14.zip
|
||||
8.2 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
7.7 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
|
||||
@ -1,2 +1,3 @@
|
||||
0.47553 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-gmq/opusTCv20210807+pft_transformer-big_2022-03-14.zip
|
||||
0.375 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
0.367 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
|
||||
@ -1,2 +1,3 @@
|
||||
13.9 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-gmq/opusTCv20210807+pft_transformer-big_2022-03-14.zip
|
||||
7.9 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
7.5 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
|
||||
@ -1,2 +1,3 @@
|
||||
0.47621 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-gmq/opusTCv20210807+pft_transformer-big_2022-03-14.zip
|
||||
0.372 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
0.364 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
18.0 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-17.zip
|
||||
17.8 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-03.zip
|
||||
14.6 https://object.pouta.csc.fi/Tatoeba-MT-models/bel-eng/opus+bt-2021-04-30.zip
|
||||
13.5 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-eng/opus4m-2020-08-12.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
0.52003 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-17.zip
|
||||
0.51962 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-03.zip
|
||||
0.493 https://object.pouta.csc.fi/Tatoeba-MT-models/bel-eng/opus+bt-2021-04-30.zip
|
||||
0.488 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opus1m+bt-2021-05-02.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
18.1 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-17.zip
|
||||
18.0 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-03.zip
|
||||
15.5 https://object.pouta.csc.fi/Tatoeba-MT-models/bel-eng/opus+bt-2021-04-30.zip
|
||||
15.2 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opus1m+bt-2021-05-02.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
48.1 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-17.zip
|
||||
48.0 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-03.zip
|
||||
43.5 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opus1m+bt-2021-05-02.zip
|
||||
42.6 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-eng/opus4m-2020-08-12.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
0.65221 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-17.zip
|
||||
0.65132 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-03.zip
|
||||
0.620 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opus1m+bt-2021-05-02.zip
|
||||
0.609 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-eng/opus4m-2020-08-12.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
48.1 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-17.zip
|
||||
48.0 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-03.zip
|
||||
43.5 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opus1m+bt-2021-05-02.zip
|
||||
42.6 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-eng/opus4m-2020-08-12.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
0.65221 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-17.zip
|
||||
0.65132 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-03.zip
|
||||
0.620 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opus1m+bt-2021-05-02.zip
|
||||
0.609 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-eng/opus4m-2020-08-12.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
48.1 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-17.zip
|
||||
48.0 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-03.zip
|
||||
43.4 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opus1m+bt-2021-05-02.zip
|
||||
42.6 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-eng/opus4m-2020-08-12.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
0.65221 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-17.zip
|
||||
0.65132 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opusTCv20210807+bt_transformer-big_2022-03-03.zip
|
||||
0.620 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-eng/opus1m+bt-2021-05-02.zip
|
||||
0.609 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-eng/opus4m-2020-08-12.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
11.8 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zls/opusTCv20210807+bt_transformer-big_2022-03-16.zip
|
||||
9.4 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-10-04.zip
|
||||
9.0 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-09-26.zip
|
||||
8.4 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-07-27.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
0.45861 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zls/opusTCv20210807+bt_transformer-big_2022-03-16.zip
|
||||
0.414 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-10-04.zip
|
||||
0.412 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-09-26.zip
|
||||
0.403 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-07-27.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
12.3 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zls/opusTCv20210807+bt_transformer-big_2022-03-16.zip
|
||||
9.2 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-10-04.zip
|
||||
9.1 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-07-27.zip
|
||||
8.7 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-07-21.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
0.46311 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zls/opusTCv20210807+bt_transformer-big_2022-03-16.zip
|
||||
0.415 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-10-04.zip
|
||||
0.412 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-09-26.zip
|
||||
0.406 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-07-27.zip
|
||||
|
||||
@ -1,2 +1,3 @@
|
||||
3.7 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
3.2 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
2.4 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-gmq/opusTCv20210807+pft_transformer-big_2022-03-14.zip
|
||||
|
||||
@ -1,2 +1,3 @@
|
||||
0.272 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
0.266 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
0.25300 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-gmq/opusTCv20210807+pft_transformer-big_2022-03-14.zip
|
||||
|
||||
@ -1,2 +1,3 @@
|
||||
3.8 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
3.6 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
2.6 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-gmq/opusTCv20210807+pft_transformer-big_2022-03-14.zip
|
||||
|
||||
@ -1,2 +1,3 @@
|
||||
0.268 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
0.263 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
0.24826 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-gmq/opusTCv20210807+pft_transformer-big_2022-03-14.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
12.6 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zls/opusTCv20210807+bt_transformer-big_2022-03-16.zip
|
||||
10.8 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-10-04.zip
|
||||
10.6 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-07-27.zip
|
||||
10.5 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-09-26.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
0.47668 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zls/opusTCv20210807+bt_transformer-big_2022-03-16.zip
|
||||
0.443 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-10-04.zip
|
||||
0.442 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-09-26.zip
|
||||
0.438 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-07-27.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
13.4 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zls/opusTCv20210807+bt_transformer-big_2022-03-16.zip
|
||||
11.3 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-10-04.zip
|
||||
11.2 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-07-21.zip
|
||||
11.1 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-09-26.zip
|
||||
|
||||
@ -1,3 +1,4 @@
|
||||
0.48423 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-zls/opusTCv20210807+bt_transformer-big_2022-03-16.zip
|
||||
0.446 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-10-04.zip
|
||||
0.443 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-09-26.zip
|
||||
0.441 https://object.pouta.csc.fi/Tatoeba-MT-models/sla-sla/opus-2020-07-21.zip
|
||||
|
||||
@ -1,2 +1,3 @@
|
||||
11.4 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-gmq/opusTCv20210807+pft_transformer-big_2022-03-14.zip
|
||||
6.2 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
5.9 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
|
||||
@ -1,2 +1,3 @@
|
||||
0.44469 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-gmq/opusTCv20210807+pft_transformer-big_2022-03-14.zip
|
||||
0.355 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
0.348 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
|
||||
@ -1,2 +1,3 @@
|
||||
10.8 https://object.pouta.csc.fi/Tatoeba-MT-models/zle-gmq/opusTCv20210807+pft_transformer-big_2022-03-14.zip
|
||||
6.0 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-27.zip
|
||||
5.6 https://object.pouta.csc.fi/Tatoeba-MT-models/ine-ine/opus-2020-07-21.zip
|
||||
|
||||
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||||
26.9 https://object.pouta.csc.fi/Tatoeba-MT-models/zlw-eng/opus4m-2020-08-12.zip
|
||||
|
||||
@ -1,3 +1,5 @@
|
||||
0.57336 https://object.pouta.csc.fi/Tatoeba-MT-models/zlw-eng/opusTCv20210807+bt_transformer-big_2022-03-17.zip
|
||||
0.57002 https://object.pouta.csc.fi/Tatoeba-MT-models/ces+slk-eng/opusTCv20210807+bt_transformer-big_2022-03-17.zip
|
||||
0.56974 https://object.pouta.csc.fi/Tatoeba-MT-models/ces+slk-eng/opusTCv20210807+bt_transformer-big_2022-03-13.zip
|
||||
0.556 https://object.pouta.csc.fi/Tatoeba-MT-models/ces-eng/opus-2021-02-19.zip
|
||||
0.555 https://object.pouta.csc.fi/Tatoeba-MT-models/ces-eng/opus-2021-01-03.zip
|
||||
|
||||
@ -1,4 +1,4 @@
|
||||
29.4 https://object.pouta.csc.fi/Tatoeba-MT-models/ces+slk-eng/opusTCv20210807+bt_transformer-big_2022-03-13.zip
|
||||
29.4 https://object.pouta.csc.fi/Tatoeba-MT-models/ces+slk-eng/opusTCv20210807+bt_transformer-big_2022-03-17.zip
|
||||
27.2 https://object.pouta.csc.fi/Tatoeba-MT-models/ces-eng/opus-2021-01-03.zip
|
||||
27.0 https://object.pouta.csc.fi/Tatoeba-MT-models/ces-eng/opus-2021-02-19.zip
|
||||
26.5 https://object.pouta.csc.fi/Tatoeba-MT-models/ces-eng/opus+bt-2021-04-30.zip
|
||||
|
||||
@ -1,4 +1,6 @@
|
||||
0.56761 https://object.pouta.csc.fi/Tatoeba-MT-models/zlw-eng/opusTCv20210807+bt_transformer-big_2022-03-17.zip
|
||||
0.56582 https://object.pouta.csc.fi/Tatoeba-MT-models/ces+slk-eng/opusTCv20210807+bt_transformer-big_2022-03-13.zip
|
||||
0.56564 https://object.pouta.csc.fi/Tatoeba-MT-models/ces+slk-eng/opusTCv20210807+bt_transformer-big_2022-03-17.zip
|
||||
0.552 https://object.pouta.csc.fi/Tatoeba-MT-models/ces-eng/opus-2021-01-03.zip
|
||||
0.550 https://object.pouta.csc.fi/Tatoeba-MT-models/ces-eng/opus-2021-02-19.zip
|
||||
0.540 https://object.pouta.csc.fi/Tatoeba-MT-models/zlw-eng/opus4m-2020-08-12.zip
|
||||
|
||||
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