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#!/bin/bash -x
# Exit on error
set -e
# Test code goes here
rm -rf sgd_sync_2e sgd_sync_*_epoch.log
mkdir -p sgd_sync_2e
extra_opts="--no-shuffle --seed 1111 --maxi-batch 1 --maxi-batch-sort none --mini-batch 32 --optimizer sgd --sync-sgd"
# Uncomment to prepare the expected output
#$MRT_MARIAN/marian \
#-m sgd_sync_2e/model_2e.npz -t $MRT_DATA/train.max50.{en,de} -v vocab.en.yml vocab.de.yml \
#--disp-freq 4 --save-freq 32 --after-epochs 2 -l 0.1 $extra_opts \
#--log sgd_sync_two_epochs.log
#test -e sgd_sync_2e/model_2e.npz
#test -e sgd_sync_two_epochs.log
#cat sgd_sync_two_epochs.log | $MRT_TOOLS/extract-disp.sh > sgd_sync_2e.expected
#exit 1
$MRT_MARIAN/marian \
-m sgd_sync_2e/model.npz -t $MRT_DATA/train.max50.{en,de} -v vocab.en.yml vocab.de.yml \
--disp-freq 4 --save-freq 32 --after-epochs 1 -l 0.1 $extra_opts \
--log sgd_sync_1st_epoch.log
test -e sgd_sync_2e/model.npz
test -e sgd_sync_1st_epoch.log
cat sgd_sync_1st_epoch.log | $MRT_TOOLS/extract-disp.sh > sgd_sync_1st_epoch.out
cp sgd_sync_2e/model.npz.yml sgd_sync_2e/model.npz.1st_epoch.yml
$MRT_MARIAN/marian \
-m sgd_sync_2e/model.npz -t $MRT_DATA/train.max50.{en,de} -v vocab.en.yml vocab.de.yml \
--disp-freq 4 --save-freq 32 --after-epochs 2 -l 0.1 $extra_opts \
--log sgd_sync_2nd_epoch.log
test -e sgd_sync_2e/model.npz
test -e sgd_sync_2nd_epoch.log
cat sgd_sync_2nd_epoch.log | $MRT_TOOLS/extract-disp.sh > sgd_sync_2nd_epoch.out
cat sgd_sync_1st_epoch.out sgd_sync_2nd_epoch.out > sgd_sync_2e.out
$MRT_TOOLS/diff-nums.py sgd_sync_2e.out sgd_sync_2e.expected -p 0.1 -o sgd_sync_2e.diff
# Exit with success code
exit 0
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