Added multiple results and error analysis
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@ -191,6 +205,14 @@
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</entry>
|
</entry>
|
||||||
<entry file="file://$PROJECT_DIR$/notes">
|
<entry file="file://$PROJECT_DIR$/workbench.xrsl">
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
<provider selected="true" editor-type-id="text-editor">
|
||||||
<state relative-caret-position="18">
|
<state relative-caret-position="216">
|
||||||
<caret line="1" column="0" lean-forward="false" selection-start-line="1" selection-start-column="0" selection-end-line="1" selection-end-column="0" />
|
<caret line="12" column="14" lean-forward="false" selection-start-line="12" selection-start-column="14" selection-end-line="12" selection-end-column="14" />
|
||||||
<folding />
|
<folding />
|
||||||
</state>
|
</state>
|
||||||
</provider>
|
</provider>
|
||||||
</entry>
|
</entry>
|
||||||
|
<entry file="file://$PROJECT_DIR$/workbench.py">
|
||||||
|
<provider selected="true" editor-type-id="text-editor">
|
||||||
|
<state relative-caret-position="216">
|
||||||
|
<caret line="41" column="0" lean-forward="false" selection-start-line="41" selection-start-column="0" selection-end-line="41" selection-end-column="0" />
|
||||||
|
<folding>
|
||||||
|
<element signature="e#24#63#0" expanded="true" />
|
||||||
|
<marker date="1504771545370" expanded="true" signature="3097:3272" ph="..." />
|
||||||
|
</folding>
|
||||||
|
</state>
|
||||||
|
</provider>
|
||||||
|
</entry>
|
||||||
<entry file="file://$PROJECT_DIR$/prepare_data.py">
|
<entry file="file://$PROJECT_DIR$/prepare_data.py">
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
<provider selected="true" editor-type-id="text-editor">
|
||||||
<state relative-caret-position="298">
|
<state relative-caret-position="-566">
|
||||||
<caret line="397" column="8" lean-forward="false" selection-start-line="397" selection-start-column="8" selection-end-line="397" selection-end-column="8" />
|
<caret line="888" column="30" lean-forward="true" selection-start-line="888" selection-start-column="30" selection-end-line="888" selection-end-column="30" />
|
||||||
<folding>
|
<folding>
|
||||||
<element signature="e#24#63#0" expanded="true" />
|
<element signature="e#24#63#0" expanded="true" />
|
||||||
<element signature="e#5979#7267#0" expanded="false" />
|
<element signature="e#5979#7267#0" expanded="false" />
|
||||||
|
|
@ -916,15 +948,5 @@
|
||||||
</state>
|
</state>
|
||||||
</provider>
|
</provider>
|
||||||
</entry>
|
</entry>
|
||||||
<entry file="file://$PROJECT_DIR$/workbench.py">
|
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
|
||||||
<state relative-caret-position="716">
|
|
||||||
<caret line="59" column="19" lean-forward="false" selection-start-line="59" selection-start-column="16" selection-end-line="59" selection-end-column="19" />
|
|
||||||
<folding>
|
|
||||||
<element signature="e#24#63#0" expanded="true" />
|
|
||||||
</folding>
|
|
||||||
</state>
|
|
||||||
</provider>
|
|
||||||
</entry>
|
|
||||||
</component>
|
</component>
|
||||||
</project>
|
</project>
|
||||||
|
|
@ -0,0 +1,6 @@
|
||||||
|
Using Theano backend.
|
||||||
|
WARNING (theano.sandbox.cuda): The cuda backend is deprecated and will be removed in the next release (v0.10). Please switch to the gpuarray backend. You can get more information about how to switch at this URL:
|
||||||
|
https://github.com/Theano/Theano/wiki/Converting-to-the-new-gpu-back-end%28gpuarray%29
|
||||||
|
|
||||||
|
WARNING (theano.sandbox.cuda): CUDA is installed, but device gpu is not available (error: Unable to get the number of gpus available: no CUDA-capable device is detected)
|
||||||
|
WARNING (theano.tensor.blas): We did not found a dynamic library into the library_dir of the library we use for blas. If you use ATLAS, make sure to compile it with dynamics library.
|
||||||
|
|
@ -0,0 +1 @@
|
||||||
|
&( executable = "workbench.sh" )( stdout = "out.txt" )( stderr = "err.txt" )( cputime = "45000" )( walltime = "45000" )( memory = "12000" )( inputfiles = ( "workbench.py" ".412054917326" ) ( "prepare_data.py" ".422203461399818" ) ( "content_shuffle_vector.h5" "124536" ) ( "shuffle_vector_test.h5" "418608" ) ( "shuffle_vector_train.h5" "3443352" ) ( "shuffle_vector_validate.h5" "435920" ) ( "SlovarIJS_BESEDE_utf8.lex" "29360549" ) ( "40_epoch.h5" ".04294967295" ) ( "40_epoch_history.pkl" ".04294967295" ) ( "notes" ".791623890922" ) ( "workbench.sh" ".1433001277835" ) )( executables = "workbench.sh" )( outputfiles = ( "40_epoch.h5" "" ) ( "workbench.py" "" ) ( "workbench.sh" "" ) ( "40_epoch_history.pkl" "" ) ( "notes" "" ) ( "out.txt" "" ) ( "err.txt" "" ) ( "gmlog" "" ) )( queue = "gridlong_nsc" )( runtimeenvironment = "APPS/BASE/THEANO-GPU-0.9" )( gmlog = "gmlog" )( jobname = "accetuation_nn" )( action = "request" )( clientsoftware = "libarccompute-5.0.5" )( clientxrsl = "&( jobname = ""accetuation_nn"" )( executable = ""workbench.sh"" )( inputfiles = ( ""workbench.py"" """" ) ( ""prepare_data.py"" """" ) ( ""content_shuffle_vector.h5"" ""cnn/internal_representations/inputs/content_shuffle_vector.h5"" ) ( ""shuffle_vector_test.h5"" ""cnn/internal_representations/inputs/shuffle_vector_test.h5"" ) ( ""shuffle_vector_train.h5"" ""cnn/internal_representations/inputs/shuffle_vector_train.h5"" ) ( ""shuffle_vector_validate.h5"" ""cnn/internal_representations/inputs/shuffle_vector_validate.h5"" ) ( ""SlovarIJS_BESEDE_utf8.lex"" ""data/SlovarIJS_BESEDE_utf8.lex"" ) ( ""40_epoch.h5"" """" ) ( ""40_epoch_history.pkl"" """" ) ( ""notes"" """" ) )( outputfiles = ( ""40_epoch.h5"" """" ) ( ""workbench.py"" """" ) ( ""workbench.sh"" """" ) ( ""40_epoch_history.pkl"" """" ) ( ""notes"" """" ) )( stdout = ""out.txt"" )( stderr = ""err.txt"" )( gmlog = ""gmlog"" )( runtimeenvironment = ""APPS/BASE/THEANO-GPU-0.9"" )( gridtime = ""750"" )( memory = ""12000"" )" )( hostname = "luka-laptop" )( savestate = "yes" )
|
||||||
|
|
@ -0,0 +1,8 @@
|
||||||
|
runtimeenvironments=APPS/BASE/THEANO-GPU-0.9;
|
||||||
|
|
||||||
|
nodename=nsc-fp006.ijs.si
|
||||||
|
WallTime=45010s
|
||||||
|
Processors=1
|
||||||
|
UserTime=45010s
|
||||||
|
LRMSStartTime=20170906082225Z
|
||||||
|
LRMSEndTime=20170906205235Z
|
||||||
|
|
@ -0,0 +1,259 @@
|
||||||
|
2017-09-06T08:21:51Z Job state change UNDEFINED -> ACCEPTED Reason: (Re)Accepting new job
|
||||||
|
2017-09-06T08:21:51Z Job state change ACCEPTED -> PREPARING Reason: Starting job processing
|
||||||
|
2017-09-06T08:22:24Z Job state change PREPARING -> SUBMIT Reason: Pre-staging finished, passing job to LRMS
|
||||||
|
----- starting submit_slurm_job -----
|
||||||
|
SLURM jobname: accetuation_nn
|
||||||
|
SLURM job script built
|
||||||
|
SLURM script follows:
|
||||||
|
-------------------------------------------------------------------
|
||||||
|
#!/bin/bash -l
|
||||||
|
# SLURM batch job script built by grid-manager
|
||||||
|
#SBATCH --no-requeue
|
||||||
|
#SBATCH -e /net/hold/data1/arc/session//e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm.comment
|
||||||
|
#SBATCH -o /net/hold/data1/arc/session//e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm.comment
|
||||||
|
|
||||||
|
#SBATCH -p gridlong
|
||||||
|
#SBATCH --nice=50
|
||||||
|
#SBATCH -J 'accetuation_nn'
|
||||||
|
#SBATCH --get-user-env=10L
|
||||||
|
#SBATCH -n 1
|
||||||
|
#SBATCH --constraint=gpu --gres=gpu:1
|
||||||
|
#SBATCH -t 750:0
|
||||||
|
#SBATCH -t 750:0
|
||||||
|
#SBATCH --mem-per-cpu=12000
|
||||||
|
# run singularity image if RTE with singularity is required
|
||||||
|
if [ -z $SINGULARITY_CONTAINER ]; then
|
||||||
|
exec /bin/singularity exec -B /var/spool/slurm,/cvmfs,/net/hold/data1,/data1,/data1/slurm,/home,/usr/lib64/nvidia /net/hold/data1/singularity-images/theano-gpu-2.img $0
|
||||||
|
fi
|
||||||
|
|
||||||
|
# Overide umask of execution node (sometime values are really strange)
|
||||||
|
umask 077
|
||||||
|
|
||||||
|
# source with arguments for DASH shells
|
||||||
|
sourcewithargs() {
|
||||||
|
script=$1
|
||||||
|
shift
|
||||||
|
. $script
|
||||||
|
}
|
||||||
|
# Setting environment variables as specified by user
|
||||||
|
export 'GRID_GLOBAL_JOBID=gsiftp://nsc.ijs.si:2811/jobs/e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm'
|
||||||
|
|
||||||
|
RUNTIME_JOB_DIR=/net/hold/data1/arc/session//e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm
|
||||||
|
RUNTIME_JOB_STDIN=/dev/null
|
||||||
|
RUNTIME_JOB_STDOUT=/net/hold/data1/arc/session//e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm/out.txt
|
||||||
|
RUNTIME_JOB_STDERR=/net/hold/data1/arc/session//e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm/err.txt
|
||||||
|
RUNTIME_JOB_DIAG=/net/hold/data1/arc/session//e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm.diag
|
||||||
|
if [ ! -z "$RUNTIME_GRIDAREA_DIR" ] ; then
|
||||||
|
RUNTIME_JOB_DIR=$RUNTIME_GRIDAREA_DIR/`basename $RUNTIME_JOB_DIR`
|
||||||
|
RUNTIME_JOB_STDIN=`echo "$RUNTIME_JOB_STDIN" | sed "s#^$RUNTIME_JOB_DIR#$RUNTIME_GRIDAREA_DIR#"`
|
||||||
|
RUNTIME_JOB_STDOUT=`echo "$RUNTIME_JOB_STDOUT" | sed "s#^$RUNTIME_JOB_DIR#$RUNTIME_GRIDAREA_DIR#"`
|
||||||
|
RUNTIME_JOB_STDERR=`echo "$RUNTIME_JOB_STDERR" | sed "s#^$RUNTIME_JOB_DIR#$RUNTIME_GRIDAREA_DIR#"`
|
||||||
|
RUNTIME_JOB_DIAG=`echo "$RUNTIME_JOB_DIAG" | sed "s#^$RUNTIME_JOB_DIR#$RUNTIME_GRIDAREA_DIR#"`
|
||||||
|
RUNTIME_CONTROL_DIR=`echo "$RUNTIME_CONTROL_DIR" | sed "s#^$RUNTIME_JOB_DIR#$RUNTIME_GRIDAREA_DIR#"`
|
||||||
|
fi
|
||||||
|
RUNTIME_LOCAL_SCRATCH_DIR=${RUNTIME_LOCAL_SCRATCH_DIR:-$WORKDIR}
|
||||||
|
RUNTIME_FRONTEND_SEES_NODE=${RUNTIME_FRONTEND_SEES_NODE:-}
|
||||||
|
RUNTIME_NODE_SEES_FRONTEND=${RUNTIME_NODE_SEES_FRONTEND:-yes}
|
||||||
|
if [ ! -z "$RUNTIME_LOCAL_SCRATCH_DIR" ] && [ ! -z "$RUNTIME_NODE_SEES_FRONTEND" ]; then
|
||||||
|
RUNTIME_NODE_JOB_DIR="$RUNTIME_LOCAL_SCRATCH_DIR"/`basename "$RUNTIME_JOB_DIR"`
|
||||||
|
rm -rf "$RUNTIME_NODE_JOB_DIR"
|
||||||
|
mkdir -p "$RUNTIME_NODE_JOB_DIR"
|
||||||
|
# move directory contents
|
||||||
|
for f in "$RUNTIME_JOB_DIR"/.* "$RUNTIME_JOB_DIR"/*; do
|
||||||
|
[ "$f" = "$RUNTIME_JOB_DIR/*" ] && continue # glob failed, no files
|
||||||
|
[ "$f" = "$RUNTIME_JOB_DIR/." ] && continue
|
||||||
|
[ "$f" = "$RUNTIME_JOB_DIR/.." ] && continue
|
||||||
|
[ "$f" = "$RUNTIME_JOB_DIR/.diag" ] && continue
|
||||||
|
[ "$f" = "$RUNTIME_JOB_DIR/.comment" ] && continue
|
||||||
|
if ! mv "$f" "$RUNTIME_NODE_JOB_DIR"; then
|
||||||
|
echo "Failed to move '$f' to '$RUNTIME_NODE_JOB_DIR'" 1>&2
|
||||||
|
exit 1
|
||||||
|
fi
|
||||||
|
done
|
||||||
|
if [ ! -z "$RUNTIME_FRONTEND_SEES_NODE" ] ; then
|
||||||
|
# creating link for whole directory
|
||||||
|
ln -s "$RUNTIME_FRONTEND_SEES_NODE"/`basename "$RUNTIME_JOB_DIR"` "$RUNTIME_JOB_DIR"
|
||||||
|
else
|
||||||
|
# keep stdout, stderr and control directory on frontend
|
||||||
|
# recreate job directory
|
||||||
|
mkdir -p "$RUNTIME_JOB_DIR"
|
||||||
|
# make those files
|
||||||
|
mkdir -p `dirname "$RUNTIME_JOB_STDOUT"`
|
||||||
|
mkdir -p `dirname "$RUNTIME_JOB_STDERR"`
|
||||||
|
touch "$RUNTIME_JOB_STDOUT"
|
||||||
|
touch "$RUNTIME_JOB_STDERR"
|
||||||
|
RUNTIME_JOB_STDOUT__=`echo "$RUNTIME_JOB_STDOUT" | sed "s#^${RUNTIME_JOB_DIR}#${RUNTIME_NODE_JOB_DIR}#"`
|
||||||
|
RUNTIME_JOB_STDERR__=`echo "$RUNTIME_JOB_STDERR" | sed "s#^${RUNTIME_JOB_DIR}#${RUNTIME_NODE_JOB_DIR}#"`
|
||||||
|
rm "$RUNTIME_JOB_STDOUT__" 2>/dev/null
|
||||||
|
rm "$RUNTIME_JOB_STDERR__" 2>/dev/null
|
||||||
|
if [ ! -z "$RUNTIME_JOB_STDOUT__" ] && [ "$RUNTIME_JOB_STDOUT" != "$RUNTIME_JOB_STDOUT__" ]; then
|
||||||
|
ln -s "$RUNTIME_JOB_STDOUT" "$RUNTIME_JOB_STDOUT__"
|
||||||
|
fi
|
||||||
|
if [ "$RUNTIME_JOB_STDOUT__" != "$RUNTIME_JOB_STDERR__" ] ; then
|
||||||
|
if [ ! -z "$RUNTIME_JOB_STDERR__" ] && [ "$RUNTIME_JOB_STDERR" != "$RUNTIME_JOB_STDERR__" ]; then
|
||||||
|
ln -s "$RUNTIME_JOB_STDERR" "$RUNTIME_JOB_STDERR__"
|
||||||
|
fi
|
||||||
|
fi
|
||||||
|
if [ ! -z "$RUNTIME_CONTROL_DIR" ] ; then
|
||||||
|
# move control directory back to frontend
|
||||||
|
RUNTIME_CONTROL_DIR__=`echo "$RUNTIME_CONTROL_DIR" | sed "s#^${RUNTIME_JOB_DIR}#${RUNTIME_NODE_JOB_DIR}#"`
|
||||||
|
mv "$RUNTIME_CONTROL_DIR__" "$RUNTIME_CONTROL_DIR"
|
||||||
|
fi
|
||||||
|
fi
|
||||||
|
# adjust stdin,stdout & stderr pointers
|
||||||
|
RUNTIME_JOB_STDIN=`echo "$RUNTIME_JOB_STDIN" | sed "s#^${RUNTIME_JOB_DIR}#${RUNTIME_NODE_JOB_DIR}#"`
|
||||||
|
RUNTIME_JOB_STDOUT=`echo "$RUNTIME_JOB_STDOUT" | sed "s#^${RUNTIME_JOB_DIR}#${RUNTIME_NODE_JOB_DIR}#"`
|
||||||
|
RUNTIME_JOB_STDERR=`echo "$RUNTIME_JOB_STDERR" | sed "s#^${RUNTIME_JOB_DIR}#${RUNTIME_NODE_JOB_DIR}#"`
|
||||||
|
RUNTIME_FRONTEND_JOB_DIR="$RUNTIME_JOB_DIR"
|
||||||
|
RUNTIME_JOB_DIR="$RUNTIME_NODE_JOB_DIR"
|
||||||
|
fi
|
||||||
|
if [ -z "$RUNTIME_NODE_SEES_FRONTEND" ] ; then
|
||||||
|
mkdir -p "$RUNTIME_JOB_DIR"
|
||||||
|
fi
|
||||||
|
|
||||||
|
RESULT=0
|
||||||
|
|
||||||
|
if [ "$RESULT" = '0' ] ; then
|
||||||
|
# Running runtime scripts
|
||||||
|
export RUNTIME_CONFIG_DIR=${RUNTIME_CONFIG_DIR:-/net/hold/data1/arc/runtime/}
|
||||||
|
runtimeenvironments=
|
||||||
|
if [ ! -z "$RUNTIME_CONFIG_DIR" ] ; then
|
||||||
|
if [ -r "${RUNTIME_CONFIG_DIR}/APPS/BASE/THEANO-GPU-0.9" ] ; then
|
||||||
|
runtimeenvironments="${runtimeenvironments}APPS/BASE/THEANO-GPU-0.9;"
|
||||||
|
cmdl=${RUNTIME_CONFIG_DIR}/APPS/BASE/THEANO-GPU-0.9
|
||||||
|
sourcewithargs $cmdl 1
|
||||||
|
if [ $? -ne '0' ] ; then
|
||||||
|
echo "Runtime APPS/BASE/THEANO-GPU-0.9 script failed " 1>&2
|
||||||
|
echo "Runtime APPS/BASE/THEANO-GPU-0.9 script failed " 1>"$RUNTIME_JOB_DIAG"
|
||||||
|
exit 1
|
||||||
|
fi
|
||||||
|
fi
|
||||||
|
fi
|
||||||
|
|
||||||
|
echo "runtimeenvironments=$runtimeenvironments" >> "$RUNTIME_JOB_DIAG"
|
||||||
|
if [ ! "X$SLURM_NODEFILE" = 'X' ] ; then
|
||||||
|
if [ -r "$SLURM_NODEFILE" ] ; then
|
||||||
|
cat "$SLURM_NODEFILE" | sed 's/\(.*\)/nodename=\1/' >> "$RUNTIME_JOB_DIAG"
|
||||||
|
NODENAME_WRITTEN="1"
|
||||||
|
else
|
||||||
|
SLURM_NODEFILE=
|
||||||
|
fi
|
||||||
|
fi
|
||||||
|
if [ "$RESULT" = '0' ] ; then
|
||||||
|
# Changing to session directory
|
||||||
|
HOME=$RUNTIME_JOB_DIR
|
||||||
|
export HOME
|
||||||
|
if ! cd "$RUNTIME_JOB_DIR"; then
|
||||||
|
echo "Failed to switch to '$RUNTIME_JOB_DIR'" 1>&2
|
||||||
|
RESULT=1
|
||||||
|
fi
|
||||||
|
if [ ! -z "$RESULT" ] && [ "$RESULT" != 0 ]; then
|
||||||
|
exit $RESULT
|
||||||
|
fi
|
||||||
|
nodename=`/bin/hostname -f`
|
||||||
|
echo "nodename=$nodename" >> "$RUNTIME_JOB_DIAG"
|
||||||
|
echo "Processors=1" >> "$RUNTIME_JOB_DIAG"
|
||||||
|
executable='./workbench.sh'
|
||||||
|
# Check if executable exists
|
||||||
|
if [ ! -f "$executable" ];
|
||||||
|
then
|
||||||
|
echo "Path \"$executable\" does not seem to exist" 1>$RUNTIME_JOB_STDOUT 2>$RUNTIME_JOB_STDERR 1>&2
|
||||||
|
exit 1
|
||||||
|
fi
|
||||||
|
# See if executable is a script, and extract the name of the interpreter
|
||||||
|
line1=`dd if="$executable" count=1 2>/dev/null | head -n 1`
|
||||||
|
command=`echo $line1 | sed -n 's/^#! *//p'`
|
||||||
|
interpreter=`echo $command | awk '{print $1}'`
|
||||||
|
if [ "$interpreter" = /usr/bin/env ]; then interpreter=`echo $command | awk '{print $2}'`; fi
|
||||||
|
# If it's a script and the interpreter is not found ...
|
||||||
|
[ "x$interpreter" = x ] || type "$interpreter" > /dev/null 2>&1 || {
|
||||||
|
|
||||||
|
echo "Cannot run $executable: $interpreter: not found" 1>$RUNTIME_JOB_STDOUT 2>$RUNTIME_JOB_STDERR 1>&2
|
||||||
|
exit 1; }
|
||||||
|
GNU_TIME='/usr/bin/time'
|
||||||
|
if [ ! -z "$GNU_TIME" ] && ! "$GNU_TIME" --version >/dev/null 2>&1; then
|
||||||
|
echo "WARNING: GNU time not found at: $GNU_TIME" 2>&1;
|
||||||
|
GNU_TIME=
|
||||||
|
fi
|
||||||
|
|
||||||
|
if [ -z "$GNU_TIME" ] ; then
|
||||||
|
"./workbench.sh" <$RUNTIME_JOB_STDIN 1>$RUNTIME_JOB_STDOUT 2>$RUNTIME_JOB_STDERR
|
||||||
|
else
|
||||||
|
$GNU_TIME -o "$RUNTIME_JOB_DIAG" -a -f 'WallTime=%es\nKernelTime=%Ss\nUserTime=%Us\nCPUUsage=%P\nMaxResidentMemory=%MkB\nAverageResidentMemory=%tkB\nAverageTotalMemory=%KkB\nAverageUnsharedMemory=%DkB\nAverageUnsharedStack=%pkB\nAverageSharedMemory=%XkB\nPageSize=%ZB\nMajorPageFaults=%F\nMinorPageFaults=%R\nSwaps=%W\nForcedSwitches=%c\nWaitSwitches=%w\nInputs=%I\nOutputs=%O\nSocketReceived=%r\nSocketSent=%s\nSignals=%k\n' "./workbench.sh" <$RUNTIME_JOB_STDIN 1>$RUNTIME_JOB_STDOUT 2>$RUNTIME_JOB_STDERR
|
||||||
|
|
||||||
|
fi
|
||||||
|
RESULT=$?
|
||||||
|
|
||||||
|
fi
|
||||||
|
fi
|
||||||
|
if [ ! -z "$RUNTIME_CONFIG_DIR" ] ; then
|
||||||
|
if [ -r "${RUNTIME_CONFIG_DIR}/APPS/BASE/THEANO-GPU-0.9" ] ; then
|
||||||
|
cmdl=${RUNTIME_CONFIG_DIR}/APPS/BASE/THEANO-GPU-0.9
|
||||||
|
sourcewithargs $cmdl 2
|
||||||
|
fi
|
||||||
|
fi
|
||||||
|
|
||||||
|
if [ ! -z "$RUNTIME_LOCAL_SCRATCH_DIR" ] ; then
|
||||||
|
find ./ -type l -exec rm -f "{}" ";"
|
||||||
|
find ./ -type f -exec chmod u+w "{}" ";"
|
||||||
|
chmod -R u-w "$RUNTIME_JOB_DIR"/'40_epoch.h5' 2>/dev/null
|
||||||
|
chmod -R u-w "$RUNTIME_JOB_DIR"/'workbench.py' 2>/dev/null
|
||||||
|
chmod -R u-w "$RUNTIME_JOB_DIR"/'workbench.sh' 2>/dev/null
|
||||||
|
chmod -R u-w "$RUNTIME_JOB_DIR"/'40_epoch_history.pkl' 2>/dev/null
|
||||||
|
chmod -R u-w "$RUNTIME_JOB_DIR"/'notes' 2>/dev/null
|
||||||
|
chmod -R u-w "$RUNTIME_JOB_DIR"/'out.txt' 2>/dev/null
|
||||||
|
chmod -R u-w "$RUNTIME_JOB_DIR"/'err.txt' 2>/dev/null
|
||||||
|
chmod -R u-w "$RUNTIME_JOB_DIR"/'gmlog' 2>/dev/null
|
||||||
|
find ./ -type f -perm /200 -exec rm -f "{}" ";"
|
||||||
|
find ./ -type f -exec chmod u+w "{}" ";"
|
||||||
|
fi
|
||||||
|
|
||||||
|
if [ ! -z "$RUNTIME_LOCAL_SCRATCH_DIR" ] && [ ! -z "$RUNTIME_NODE_SEES_FRONTEND" ]; then
|
||||||
|
if [ ! -z "$RUNTIME_FRONTEND_SEES_NODE" ] ; then
|
||||||
|
# just move it
|
||||||
|
rm -rf "$RUNTIME_FRONTEND_JOB_DIR"
|
||||||
|
destdir=`dirname "$RUNTIME_FRONTEND_JOB_DIR"`
|
||||||
|
if ! mv "$RUNTIME_NODE_JOB_DIR" "$destdir"; then
|
||||||
|
echo "Failed to move '$RUNTIME_NODE_JOB_DIR' to '$destdir'" 1>&2
|
||||||
|
RESULT=1
|
||||||
|
fi
|
||||||
|
else
|
||||||
|
# remove links
|
||||||
|
rm -f "$RUNTIME_JOB_STDOUT" 2>/dev/null
|
||||||
|
rm -f "$RUNTIME_JOB_STDERR" 2>/dev/null
|
||||||
|
# move directory contents
|
||||||
|
for f in "$RUNTIME_NODE_JOB_DIR"/.* "$RUNTIME_NODE_JOB_DIR"/*; do
|
||||||
|
[ "$f" = "$RUNTIME_NODE_JOB_DIR/*" ] && continue # glob failed, no files
|
||||||
|
[ "$f" = "$RUNTIME_NODE_JOB_DIR/." ] && continue
|
||||||
|
[ "$f" = "$RUNTIME_NODE_JOB_DIR/.." ] && continue
|
||||||
|
[ "$f" = "$RUNTIME_NODE_JOB_DIR/.diag" ] && continue
|
||||||
|
[ "$f" = "$RUNTIME_NODE_JOB_DIR/.comment" ] && continue
|
||||||
|
if ! mv "$f" "$RUNTIME_FRONTEND_JOB_DIR"; then
|
||||||
|
echo "Failed to move '$f' to '$RUNTIME_FRONTEND_JOB_DIR'" 1>&2
|
||||||
|
RESULT=1
|
||||||
|
fi
|
||||||
|
done
|
||||||
|
rm -rf "$RUNTIME_NODE_JOB_DIR"
|
||||||
|
fi
|
||||||
|
fi
|
||||||
|
echo "exitcode=$RESULT" >> "$RUNTIME_JOB_DIAG"
|
||||||
|
exit $RESULT
|
||||||
|
-------------------------------------------------------------------
|
||||||
|
|
||||||
|
job submitted successfully!
|
||||||
|
local job id: 734035
|
||||||
|
----- exiting submit_slurm_job -----
|
||||||
|
|
||||||
|
2017-09-06T08:22:24Z Job state change SUBMIT -> INLRMS Reason: Job is passed to LRMS
|
||||||
|
------- Contents of output stream forwarded by the LRMS ---------
|
||||||
|
WARNING: GNU time not found at: /usr/bin/time
|
||||||
|
slurmstepd: error: *** JOB 734035 ON nsc-fp006 CANCELLED AT 2017-09-06T22:52:34 DUE TO TIME LIMIT ***
|
||||||
|
------------------------- End of output -------------------------
|
||||||
|
2017-09-06T20:55:12Z Job state change INLRMS -> FINISHING Reason: Job finished executing in LRMS
|
||||||
|
2017-09-06T20:56:12Z Job state change FINISHING -> FINISHED Reason: Stage-out finished.
|
||||||
|
2017-09-06T21:49:02Z Job state change UNDEFINED -> FINISHED Reason: (Re)Accepting new job
|
||||||
|
2017-09-06T23:49:20Z Job state change UNDEFINED -> FINISHED Reason: (Re)Accepting new job
|
||||||
|
2017-09-07T01:49:53Z Job state change UNDEFINED -> FINISHED Reason: (Re)Accepting new job
|
||||||
|
2017-09-07T03:50:36Z Job state change UNDEFINED -> FINISHED Reason: (Re)Accepting new job
|
||||||
|
2017-09-07T05:50:39Z Job state change UNDEFINED -> FINISHED Reason: (Re)Accepting new job
|
||||||
|
2017-09-07T07:50:54Z Job state change UNDEFINED -> FINISHED Reason: (Re)Accepting new job
|
||||||
|
|
@ -0,0 +1,39 @@
|
||||||
|
joboption_directory='/net/hold/data1/arc/session//e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm'
|
||||||
|
joboption_controldir='/var/spool/arc/jobstatus/'
|
||||||
|
joboption_arg_0='./workbench.sh'
|
||||||
|
joboption_stdin='/dev/null'
|
||||||
|
joboption_stdout='/net/hold/data1/arc/session//e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm/out.txt'
|
||||||
|
joboption_stderr='/net/hold/data1/arc/session//e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm/err.txt'
|
||||||
|
joboption_env_0=GRID_GLOBAL_JOBID='gsiftp://nsc.ijs.si:2811/jobs/e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm'
|
||||||
|
joboption_cputime=45000
|
||||||
|
joboption_walltime=45000
|
||||||
|
joboption_memory=12000
|
||||||
|
joboption_virtualmemory=
|
||||||
|
joboption_disk=
|
||||||
|
joboption_count=1
|
||||||
|
joboption_runtime_0='APPS/BASE/THEANO-GPU-0.9'
|
||||||
|
joboption_jobname='accetuation_nn'
|
||||||
|
joboption_queue='gridlong'
|
||||||
|
joboption_starttime=
|
||||||
|
joboption_gridid='e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm'
|
||||||
|
joboption_priority=50
|
||||||
|
joboption_inputfile_0='/workbench.py'
|
||||||
|
joboption_inputfile_1='/prepare_data.py'
|
||||||
|
joboption_inputfile_2='/content_shuffle_vector.h5'
|
||||||
|
joboption_inputfile_3='/shuffle_vector_test.h5'
|
||||||
|
joboption_inputfile_4='/shuffle_vector_train.h5'
|
||||||
|
joboption_inputfile_5='/shuffle_vector_validate.h5'
|
||||||
|
joboption_inputfile_6='/SlovarIJS_BESEDE_utf8.lex'
|
||||||
|
joboption_inputfile_7='/40_epoch.h5'
|
||||||
|
joboption_inputfile_8='/40_epoch_history.pkl'
|
||||||
|
joboption_inputfile_9='/notes'
|
||||||
|
joboption_inputfile_10='/workbench.sh'
|
||||||
|
joboption_outputfile_0='/40_epoch.h5'
|
||||||
|
joboption_outputfile_1='/workbench.py'
|
||||||
|
joboption_outputfile_2='/workbench.sh'
|
||||||
|
joboption_outputfile_3='/40_epoch_history.pkl'
|
||||||
|
joboption_outputfile_4='/notes'
|
||||||
|
joboption_outputfile_5='/out.txt'
|
||||||
|
joboption_outputfile_6='/err.txt'
|
||||||
|
joboption_outputfile_7='/gmlog'
|
||||||
|
joboption_jobid=734035
|
||||||
|
|
@ -0,0 +1,26 @@
|
||||||
|
globalid=gsiftp://nsc.ijs.si:2811/jobs/e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm
|
||||||
|
headnode=gsiftp://nsc.ijs.si:2811/jobs
|
||||||
|
interface=org.nordugrid.gridftpjob
|
||||||
|
lrms=SLURM
|
||||||
|
queue=gridlong
|
||||||
|
localid=734035
|
||||||
|
args=workbench.sh
|
||||||
|
argscode=0
|
||||||
|
subject=/C=SI/O=SiGNET/O=FRI Uni-Lj/CN=Luka Krsnik
|
||||||
|
starttime=20170906082151Z
|
||||||
|
lifetime=604800
|
||||||
|
rerun=0
|
||||||
|
downloads=0
|
||||||
|
uploads=0
|
||||||
|
jobname=accetuation_nn
|
||||||
|
gmlog=gmlog
|
||||||
|
cleanuptime=20170913205612Z
|
||||||
|
delegexpiretime=20170906200810Z
|
||||||
|
clientname=88.200.99.117:59172
|
||||||
|
delegationid=b01f4f77dbc8
|
||||||
|
sessiondir=/net/hold/data1/arc/session//e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm
|
||||||
|
diskspace=0
|
||||||
|
freestagein=no
|
||||||
|
voms=/gen.vo.sling.si
|
||||||
|
transfershare=_default
|
||||||
|
priority=50
|
||||||
|
|
@ -0,0 +1,8 @@
|
||||||
|
/40_epoch.h5
|
||||||
|
/workbench.py
|
||||||
|
/workbench.sh
|
||||||
|
/40_epoch_history.pkl
|
||||||
|
/notes
|
||||||
|
/out.txt
|
||||||
|
/err.txt
|
||||||
|
/gmlog
|
||||||
|
|
@ -0,0 +1,33 @@
|
||||||
|
<ComputingActivity xmlns="http://schemas.ogf.org/glue/2009/03/spec_2.0_r1" BaseType="Activity" CreationTime="2017-09-07T07:51:22Z" Validity="10800">
|
||||||
|
<ID>urn:caid:nsc.ijs.si:org.nordugrid.gridftpjob:e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm</ID>
|
||||||
|
<Name>accetuation_nn</Name>
|
||||||
|
<OtherInfo>SubmittedVia=org.nordugrid.gridftpjob</OtherInfo>
|
||||||
|
<Type>single</Type>
|
||||||
|
<IDFromEndpoint>urn:idfe:e1PMDmzlk9qnOeFSGmVnjcgoABFKDmABFKDmZmMKDmABFKDmnXN6sm</IDFromEndpoint>
|
||||||
|
<JobDescription>nordugrid:xrsl</JobDescription>
|
||||||
|
<State>nordugrid:FINISHED</State>
|
||||||
|
<State>bes:Finished</State>
|
||||||
|
<State>emies:terminal</State>
|
||||||
|
<State>emiesattr:client-stageout-possible</State>
|
||||||
|
<Owner>/C=SI/O=SiGNET/O=FRI Uni-Lj/CN=Luka Krsnik</Owner>
|
||||||
|
<LocalOwner>gen0006</LocalOwner>
|
||||||
|
<RequestedTotalWallTime>45000</RequestedTotalWallTime>
|
||||||
|
<RequestedTotalCPUTime>45000</RequestedTotalCPUTime>
|
||||||
|
<RequestedSlots>1</RequestedSlots>
|
||||||
|
<RequestedApplicationEnvironment>APPS/BASE/THEANO-GPU-0.9</RequestedApplicationEnvironment>
|
||||||
|
<StdIn>/dev/null</StdIn>
|
||||||
|
<StdOut>out.txt</StdOut>
|
||||||
|
<StdErr>err.txt</StdErr>
|
||||||
|
<LogDir>gmlog</LogDir>
|
||||||
|
<ExecutionNode>nsc-fp006.ijs.si</ExecutionNode>
|
||||||
|
<Queue>gridlong</Queue>
|
||||||
|
<UsedTotalWallTime>45010</UsedTotalWallTime>
|
||||||
|
<SubmissionTime>2017-09-06T08:21:51Z</SubmissionTime>
|
||||||
|
<EndTime>2017-09-07T07:50:54Z</EndTime>
|
||||||
|
<WorkingAreaEraseTime>2017-09-13T20:56:12Z</WorkingAreaEraseTime>
|
||||||
|
<ProxyExpirationTime>2017-09-06T20:08:10Z</ProxyExpirationTime>
|
||||||
|
<SubmissionHost>88.200.99.117</SubmissionHost>
|
||||||
|
<Associations>
|
||||||
|
<ComputingShareID>urn:ogf:ComputingShare:nsc.ijs.si:gridlong</ComputingShareID>
|
||||||
|
</Associations>
|
||||||
|
</ComputingActivity>
|
||||||
183
prepare_data.py
183
prepare_data.py
|
|
@ -801,7 +801,7 @@ class Data:
|
||||||
if word[i] == 1:
|
if word[i] == 1:
|
||||||
final_word.append(feature_dictionary[z][j][k])
|
final_word.append(feature_dictionary[z][j][k])
|
||||||
i += 1
|
i += 1
|
||||||
print(u''.join(final_word))
|
# print(u''.join(final_word))
|
||||||
return u''.join(final_word)
|
return u''.join(final_word)
|
||||||
|
|
||||||
@staticmethod
|
@staticmethod
|
||||||
|
|
@ -814,7 +814,188 @@ class Data:
|
||||||
i += 1
|
i += 1
|
||||||
return res
|
return res
|
||||||
|
|
||||||
|
def test_accuracy(self, predictions, x, x_other_features, y, dictionary, feature_dictionary, vowels, syllable_dictionary=None):
|
||||||
|
errors = []
|
||||||
|
num_of_pred = len(predictions)
|
||||||
|
num_of_correct_pred = 0
|
||||||
|
for i in range(predictions.shape[0]):
|
||||||
|
if (np.around(predictions[i]) == y[i]).all():
|
||||||
|
num_of_correct_pred += 1
|
||||||
|
else:
|
||||||
|
if self._input_type == 'l':
|
||||||
|
decoded_x = self.decode_x(x[i], dictionary)
|
||||||
|
else:
|
||||||
|
decoded_x = self.decode_syllable_x(x[i], syllable_dictionary)
|
||||||
|
errors.append([i,
|
||||||
|
decoded_x,
|
||||||
|
self.decode_x_other_features(feature_dictionary, [x_other_features[i]]),
|
||||||
|
self.assign_stress_locations(decoded_x, np.around(predictions[i]), vowels, syllables=self._input_type != 'l'),
|
||||||
|
self.assign_stress_locations(decoded_x, y[i], vowels, syllables=self._input_type != 'l')
|
||||||
|
])
|
||||||
|
|
||||||
|
return (num_of_correct_pred / float(num_of_pred)) * 100, errors
|
||||||
|
|
||||||
|
@staticmethod
|
||||||
|
def decode_syllable_x(word_encoded, syllable_dictionary):
|
||||||
|
word = []
|
||||||
|
for i in range(len(word_encoded)):
|
||||||
|
word.append(syllable_dictionary[word_encoded[i]])
|
||||||
|
return ''.join(word[::-1])
|
||||||
|
|
||||||
|
def assign_stress_locations(self, word, y, vowels, syllables=False):
|
||||||
|
if not syllables:
|
||||||
|
word_list = list(word)
|
||||||
|
else:
|
||||||
|
word_list = list(word)[::-1]
|
||||||
|
vowel_num = 0
|
||||||
|
for i in range(len(word_list)):
|
||||||
|
if self._is_vowel(word_list, i, vowels):
|
||||||
|
if word_list[i] == 'a' and y[vowel_num] == 1:
|
||||||
|
word_list[i] = 'á'
|
||||||
|
elif word_list[i] == 'e' and y[vowel_num] == 1:
|
||||||
|
word_list[i] = 'é'
|
||||||
|
elif word_list[i] == 'i' and y[vowel_num] == 1:
|
||||||
|
word_list[i] = 'í'
|
||||||
|
elif word_list[i] == 'o' and y[vowel_num] == 1:
|
||||||
|
word_list[i] = 'ó'
|
||||||
|
elif word_list[i] == 'u' and y[vowel_num] == 1:
|
||||||
|
word_list[i] = 'ú'
|
||||||
|
elif word_list[i] == 'r' and y[vowel_num] == 1:
|
||||||
|
word_list[i] = 'ŕ'
|
||||||
|
elif word_list[i] == 'A' and y[vowel_num] == 1:
|
||||||
|
word_list[i] = 'Á'
|
||||||
|
elif word_list[i] == 'E' and y[vowel_num] == 1:
|
||||||
|
word_list[i] = 'É'
|
||||||
|
elif word_list[i] == 'I' and y[vowel_num] == 1:
|
||||||
|
word_list[i] = 'Í'
|
||||||
|
elif word_list[i] == 'O' and y[vowel_num] == 1:
|
||||||
|
word_list[i] = 'Ó'
|
||||||
|
elif word_list[i] == 'U' and y[vowel_num] == 1:
|
||||||
|
word_list[i] = 'Ú'
|
||||||
|
elif word_list[i] == 'R' and y[vowel_num] == 1:
|
||||||
|
word_list[i] = 'Ŕ'
|
||||||
|
vowel_num += 1
|
||||||
|
if not syllables:
|
||||||
|
return ''.join(word_list)
|
||||||
|
else:
|
||||||
|
return ''.join(word_list[::-1])
|
||||||
|
|
||||||
|
def test_type_accuracy(self, predictions, x, x_other_features, y, dictionary, feature_dictionary, vowels, accented_vowels,
|
||||||
|
syllable_dictionary=None):
|
||||||
|
errors = []
|
||||||
|
num_of_pred = len(predictions)
|
||||||
|
num_of_correct_pred = 0
|
||||||
|
num_of_correct_pred_words = 0
|
||||||
|
accentuation_index = 0
|
||||||
|
eye = np.eye(len(accented_vowels), dtype=int)
|
||||||
|
for i in range(len(y)):
|
||||||
|
correct_prediction = True
|
||||||
|
if self._input_type == 'l':
|
||||||
|
decoded_x = self.decode_x(x[i], dictionary)
|
||||||
|
else:
|
||||||
|
decoded_x = self.decode_syllable_x(x[i], syllable_dictionary)
|
||||||
|
wrong_word = decoded_x
|
||||||
|
correct_word = decoded_x
|
||||||
|
|
||||||
|
for j in range(len(y[i])):
|
||||||
|
if y[i][j] > 0:
|
||||||
|
# ERROR AS IT IS CALCULATED
|
||||||
|
# arounded_predictions = np.around(predictions[accentuation_index]).astype(int)
|
||||||
|
|
||||||
|
# MAX ELEMENT ONLY
|
||||||
|
# arounded_predictions = np.zeros(len(predictions[accentuation_index]))
|
||||||
|
# arounded_predictions[np.argmax(predictions[accentuation_index]).astype(int)] = 1
|
||||||
|
|
||||||
|
# MAX ELEMENT AMONGT POSSIBLE ONES
|
||||||
|
# if i == 313:
|
||||||
|
# print(decoded_x)
|
||||||
|
stressed_letter = self.get_accentuated_letter(decoded_x, j, vowels, syllables=self._input_type != 'l')
|
||||||
|
possible_places = np.zeros(len(predictions[accentuation_index]))
|
||||||
|
if stressed_letter == 'r':
|
||||||
|
possible_places[0] = 1
|
||||||
|
elif stressed_letter == 'a':
|
||||||
|
possible_places[1] = 1
|
||||||
|
possible_places[2] = 1
|
||||||
|
elif stressed_letter == 'e':
|
||||||
|
possible_places[3] = 1
|
||||||
|
possible_places[4] = 1
|
||||||
|
possible_places[5] = 1
|
||||||
|
elif stressed_letter == 'i':
|
||||||
|
possible_places[6] = 1
|
||||||
|
possible_places[7] = 1
|
||||||
|
elif stressed_letter == 'o':
|
||||||
|
possible_places[8] = 1
|
||||||
|
possible_places[9] = 1
|
||||||
|
possible_places[10] = 1
|
||||||
|
elif stressed_letter == 'u':
|
||||||
|
possible_places[11] = 1
|
||||||
|
possible_places[12] = 1
|
||||||
|
possible_predictions = predictions[accentuation_index] * possible_places
|
||||||
|
|
||||||
|
arounded_predictions = np.zeros(len(predictions[accentuation_index]), dtype=int)
|
||||||
|
arounded_predictions[np.argmax(possible_predictions).astype(int)] = 1
|
||||||
|
|
||||||
|
wrong_word = self.assign_word_accentuation_type(wrong_word, j, arounded_predictions, vowels, accented_vowels,
|
||||||
|
syllables=self._input_type != 'l', debug=i == 313)
|
||||||
|
correct_word = self.assign_word_accentuation_type(correct_word, j, eye[int(y[i][j])], vowels, accented_vowels,
|
||||||
|
syllables=self._input_type != 'l', debug=i == 313)
|
||||||
|
|
||||||
|
if (eye[int(y[i][j])] == arounded_predictions).all():
|
||||||
|
num_of_correct_pred += 1
|
||||||
|
else:
|
||||||
|
correct_prediction = False
|
||||||
|
|
||||||
|
accentuation_index += 1
|
||||||
|
|
||||||
|
if correct_prediction:
|
||||||
|
num_of_correct_pred_words += 1
|
||||||
|
else:
|
||||||
|
if self._input_type == 'l':
|
||||||
|
errors.append([i,
|
||||||
|
decoded_x[::-1],
|
||||||
|
self.decode_x_other_features(feature_dictionary, [x_other_features[i]]),
|
||||||
|
wrong_word[::-1],
|
||||||
|
correct_word[::-1]
|
||||||
|
])
|
||||||
|
else:
|
||||||
|
errors.append([i,
|
||||||
|
decoded_x,
|
||||||
|
self.decode_x_other_features(feature_dictionary, [x_other_features[i]]),
|
||||||
|
wrong_word,
|
||||||
|
correct_word
|
||||||
|
])
|
||||||
|
return (num_of_correct_pred / float(num_of_pred)) * 100, (num_of_correct_pred_words / float(len(y))) * 100, errors
|
||||||
|
|
||||||
|
def get_accentuated_letter(self, word, location, vowels, syllables=False, debug=False):
|
||||||
|
# print(location)
|
||||||
|
vowel_index = 0
|
||||||
|
word_list = list(word)
|
||||||
|
if not syllables:
|
||||||
|
word_list = list(word)
|
||||||
|
else:
|
||||||
|
word_list = list(word[::-1])
|
||||||
|
for i in range(len(word_list)):
|
||||||
|
if self._is_vowel(word_list, i, vowels):
|
||||||
|
if location == vowel_index:
|
||||||
|
return word_list[i]
|
||||||
|
vowel_index += 1
|
||||||
|
|
||||||
|
def assign_word_accentuation_type(self, word, location, y, vowels, accented_vowels, syllables=False, debug=False):
|
||||||
|
vowel_index = 0
|
||||||
|
if not syllables:
|
||||||
|
word_list = list(word)
|
||||||
|
else:
|
||||||
|
word_list = list(word[::-1])
|
||||||
|
for i in range(len(word_list)):
|
||||||
|
if self._is_vowel(word_list, i, vowels):
|
||||||
|
if location == vowel_index:
|
||||||
|
if len(np.where(y == 1)[0]) == 1:
|
||||||
|
word_list[i] = accented_vowels[np.where(y == 1)[0][0]]
|
||||||
|
vowel_index += 1
|
||||||
|
if not syllables:
|
||||||
|
return ''.join(word_list)
|
||||||
|
else:
|
||||||
|
return ''.join(word_list[::-1])
|
||||||
|
|
||||||
# def count_vowels(content, vowels):
|
# def count_vowels(content, vowels):
|
||||||
# num_all_vowels = 0
|
# num_all_vowels = 0
|
||||||
|
|
|
||||||
34
workbench.py
34
workbench.py
|
|
@ -31,30 +31,40 @@ from prepare_data import *
|
||||||
# data = Data('l', save_generated_data=False, number_of_syllables=True)
|
# data = Data('l', save_generated_data=False, number_of_syllables=True)
|
||||||
|
|
||||||
# syllabled letters
|
# syllabled letters
|
||||||
data = Data('l', save_generated_data=False, accent_classification=True)
|
data = Data('s', save_generated_data=False, accent_classification=True)
|
||||||
data.generate_data('letters_word_accetuation_train',
|
data.generate_data('letters_word_accetuation_train',
|
||||||
'letters_word_accetuation_test',
|
'letters_word_accetuation_test',
|
||||||
'letters_word_accetuation_validate', content_name='SlovarIJS_BESEDE_utf8.lex',
|
'letters_word_accetuation_validate', content_name='SlovarIJS_BESEDE_utf8.lex',
|
||||||
content_shuffle_vector='content_shuffle_vector', shuffle_vector='shuffle_vector',
|
content_shuffle_vector='content_shuffle_vector', shuffle_vector='shuffle_vector',
|
||||||
inputs_location='', content_location='')
|
inputs_location='', content_location='')
|
||||||
|
|
||||||
|
# concatenate test and train data
|
||||||
|
# data.x_train = np.concatenate((data.x_train, data.x_test), axis=0)
|
||||||
|
# data.x_other_features_train = np.concatenate((data.x_other_features_train, data.x_other_features_test), axis=0)
|
||||||
|
# data.y_train = np.concatenate((data.y_train, data.y_test), axis=0)
|
||||||
|
|
||||||
|
# concatenate all data
|
||||||
|
data.x_train = np.concatenate((data.x_train, data.x_test, data.x_validate), axis=0)
|
||||||
|
data.x_other_features_train = np.concatenate((data.x_other_features_train, data.x_other_features_test, data.x_other_features_validate), axis=0)
|
||||||
|
data.y_train = np.concatenate((data.y_train, data.y_test, data.y_validate), axis=0)
|
||||||
|
|
||||||
num_examples = len(data.x_train) # training set size
|
num_examples = len(data.x_train) # training set size
|
||||||
nn_output_dim = 13
|
nn_output_dim = 13
|
||||||
nn_hdim = 516
|
nn_hdim = 516
|
||||||
batch_size = 16
|
batch_size = 16
|
||||||
# actual_epoch = 1
|
# actual_epoch = 1
|
||||||
actual_epoch = 40
|
actual_epoch = 20
|
||||||
# num_fake_epoch = 2
|
# num_fake_epoch = 2
|
||||||
num_fake_epoch = 20
|
num_fake_epoch = 20
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
# letters
|
# letters
|
||||||
conv_input_shape=(23, 36)
|
# conv_input_shape=(23, 36)
|
||||||
|
|
||||||
# syllabled letters
|
# syllabled letters
|
||||||
# conv_input_shape=(10, 5168)
|
# conv_input_shape=(10, 252)
|
||||||
|
|
||||||
|
# syllables
|
||||||
|
conv_input_shape=(10, 5168)
|
||||||
|
|
||||||
|
|
||||||
# othr_input = (140, )
|
# othr_input = (140, )
|
||||||
|
|
@ -62,11 +72,11 @@ othr_input = (150, )
|
||||||
|
|
||||||
conv_input = Input(shape=conv_input_shape, name='conv_input')
|
conv_input = Input(shape=conv_input_shape, name='conv_input')
|
||||||
# letters
|
# letters
|
||||||
x_conv = Conv1D(115, (3), padding='same', activation='relu')(conv_input)
|
# x_conv = Conv1D(115, (3), padding='same', activation='relu')(conv_input)
|
||||||
x_conv = Conv1D(46, (3), padding='same', activation='relu')(x_conv)
|
# x_conv = Conv1D(46, (3), padding='same', activation='relu')(x_conv)
|
||||||
|
|
||||||
# syllabled letters
|
# syllabled letters
|
||||||
# x_conv = Conv1D(200, (2), padding='same', activation='relu')(conv_input)
|
x_conv = Conv1D(200, (2), padding='same', activation='relu')(conv_input)
|
||||||
x_conv = MaxPooling1D(pool_size=2)(x_conv)
|
x_conv = MaxPooling1D(pool_size=2)(x_conv)
|
||||||
x_conv = Flatten()(x_conv)
|
x_conv = Flatten()(x_conv)
|
||||||
|
|
||||||
|
|
@ -76,9 +86,9 @@ x = concatenate([x_conv, othr_input])
|
||||||
# x = Dense(1024, input_dim=(516 + 256), activation='relu')(x)
|
# x = Dense(1024, input_dim=(516 + 256), activation='relu')(x)
|
||||||
x = Dense(256, activation='relu')(x)
|
x = Dense(256, activation='relu')(x)
|
||||||
x = Dropout(0.3)(x)
|
x = Dropout(0.3)(x)
|
||||||
x = Dense(512, activation='relu')(x)
|
x = Dense(256, activation='relu')(x)
|
||||||
x = Dropout(0.3)(x)
|
x = Dropout(0.3)(x)
|
||||||
x = Dense(512, activation='relu')(x)
|
x = Dense(256, activation='relu')(x)
|
||||||
x = Dropout(0.3)(x)
|
x = Dropout(0.3)(x)
|
||||||
x = Dense(nn_output_dim, activation='sigmoid')(x)
|
x = Dense(nn_output_dim, activation='sigmoid')(x)
|
||||||
|
|
||||||
|
|
@ -94,8 +104,6 @@ model.compile(loss='binary_crossentropy', optimizer=opt, metrics=[actual_accurac
|
||||||
history = model.fit_generator(data.generator('train', batch_size, content_name='SlovarIJS_BESEDE_utf8.lex', content_location=''),
|
history = model.fit_generator(data.generator('train', batch_size, content_name='SlovarIJS_BESEDE_utf8.lex', content_location=''),
|
||||||
data.x_train.shape[0]/(batch_size * num_fake_epoch),
|
data.x_train.shape[0]/(batch_size * num_fake_epoch),
|
||||||
epochs=actual_epoch*num_fake_epoch,
|
epochs=actual_epoch*num_fake_epoch,
|
||||||
validation_data=data.generator('test', batch_size, content_name='SlovarIJS_BESEDE_utf8.lex', content_location=''),
|
|
||||||
validation_steps=data.x_test.shape[0]/(batch_size * num_fake_epoch),
|
|
||||||
verbose=2
|
verbose=2
|
||||||
)
|
)
|
||||||
|
|
||||||
|
|
|
||||||
Loading…
Reference in New Issue
Block a user