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#!/bin/bash -x
#####################################################################
# SUMMARY: Training a factored model
# AUTHOR: pedrodiascoelho
# TAGS: factors
#####################################################################
# Exit on error
set -e
# Remove old artifacts and create working directory
rm -rf factors factors.{log,out,diff}
mkdir -p factors
# Run marian command
$MRT_MARIAN/marian \
--no-shuffle --seed 1111 --dim-emb 32 --dim-rnn 64 --maxi-batch 1 --maxi-batch-sort none --clip-norm 0 \
-m factors/model.npz -t toy.bpe.fact.{en,de} -v $MRT_MODELS/factors/vocab.{en,de}.fsv \
--disp-freq 5 -e 5 \
--log factors.log
# Check if files exist
test -e factors/model.npz
test -e factors.log
grep -q "Factored embeddings enabled" factors.log
grep -q "Factored outputs enabled" factors.log
# Compare the current output with the expected output
cat factors.log | $MRT_TOOLS/extract-costs.sh > factors.out
$MRT_TOOLS/diff-nums.py factors.out factors.expected -o factors.diff
# Exit with success code
exit 0
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