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#!/bin/bash -x
#####################################################################
# SUMMARY: Train using the 'ce-mean-words' cost function
# AUTHOR: snukky
# TAGS: gcc5-fails sync-sgd
#####################################################################
# Exit on error
set -e
# Test code goes here
rm -rf ce-mean-words ce-mean-words.log
mkdir -p ce-mean-words
$MRT_MARIAN/marian \
--cost-type ce-mean-words --clip-norm 0 \
--seed 9999 --sync-sgd \
-m ce-mean-words/model.npz -t $MRT_DATA/train.max50.{en,de} -v vocab.en.yml vocab.de.yml \
--disp-freq 2 --after-epochs 1 \
--log ce-mean-words.log
test -e ce-mean-words/model.npz
test -e ce-mean-words.log
cat ce-mean-words.log | grep 'Ep\. 1 :' | $MRT_TOOLS/extract-costs.sh > ce-mean-words.out
$MRT_TOOLS/diff-nums.py ce-mean-words.out ce-mean-words.expected -p 0.02 -o ce-mean-words.diff
# Exit with success code
exit 0
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