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#!/bin/bash -x
#####################################################################
# TAGS: valid valid-restart
#####################################################################
# Exit on error
set -e
# Test code goes here
rm -rf valid_stalled valid_stalled_?.*log valid_script_?.temp
mkdir -p valid_stalled
extra_opts="--no-shuffle --seed 2222 --maxi-batch 1 --maxi-batch-sort none --quiet-translation"
extra_opts="$extra_opts --dim-emb 64 --dim-rnn 128 --mini-batch 16 --optimizer sgd"
extra_opts="$extra_opts --cost-type ce-mean --disp-label-counts false"
head -n 8 $MRT_DATA/europarl.de-en/toy.bpe.en > valid.mini.bpe.en
head -n 8 $MRT_DATA/europarl.de-en/toy.bpe.de > valid.mini.bpe.de
# Uncomment to re-generate the expected output
#mkdir -p valid_stalled_full
#$MRT_MARIAN/marian $extra_opts \
#-m valid_stalled_full/model.npz -t $MRT_DATA/europarl.de-en/toy.bpe.{en,de} -v vocab.en.yml vocab.de.yml \
#--disp-freq 10 --valid-freq 20 --after-batches 200 --early-stopping 5 \
#--valid-metrics cross-entropy valid-script translation --valid-script-path ./valid_script_ab.sh \
#--valid-sets valid.mini.bpe.{de,en} \
#--overwrite --keep-best \
#--log valid_stalled_full.log
#cat valid_stalled_full.log | $MRT_TOOLS/strip-timestamps.sh \
#| grep -P "\[valid\]|Saving model" | grep -v "cross-entropy" \
#| sed -r "s/_full//g" \
#> valid_stalled.expected
#rm -rf valid_stalled_full
#exit 1
$MRT_MARIAN/marian $extra_opts \
-m valid_stalled/model.npz -t $MRT_DATA/europarl.de-en/toy.bpe.{en,de} -v vocab.en.yml vocab.de.yml \
--disp-freq 10 --valid-freq 20 --after-batches 100 --early-stopping 5 \
--valid-metrics cross-entropy valid-script translation --valid-script-path ./valid_script_ab.sh \
--valid-sets valid.mini.bpe.{de,en} \
--overwrite --keep-best \
--log valid_stalled_1.log
test -e valid_stalled/model.npz
test -e valid_stalled/model.npz.yml
test -e valid_stalled_1.log
cp valid_stalled/model.npz.progress.yml valid_stalled/model.npz.progress.yml.bac
cat valid_stalled_1.log | $MRT_TOOLS/strip-timestamps.sh \
| grep -P "\[valid\]|Saving model" | grep -v "cross-entropy" \
| head -n -1 > valid_stalled.out
$MRT_MARIAN/marian $extra_opts \
-m valid_stalled/model.npz -t $MRT_DATA/europarl.de-en/toy.bpe.{en,de} -v vocab.en.yml vocab.de.yml \
--disp-freq 10 --valid-freq 20 --after-batches 200 --early-stopping 5 \
--valid-metrics cross-entropy valid-script translation --valid-script-path ./valid_script_ab.sh \
--valid-sets valid.mini.bpe.{de,en} \
--overwrite --keep-best \
--log valid_stalled_2.log
test -e valid_stalled/model.npz
test -e valid_stalled_2.log
cat valid_stalled_2.log | $MRT_TOOLS/strip-timestamps.sh \
| grep -P "\[valid\]|Saving model" | grep -v "cross-entropy" >> valid_stalled.out
$MRT_TOOLS/diff.sh valid_stalled.out valid_stalled.expected > valid_stalled.diff
# Exit with success code
exit 0
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