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# two variables you need to set
pdnndir=/Users/xuhe/Documents/GSoC/pdnn # pointer to PDNN
device=gpu0 # the device to be used. set it to "cpu" if you don't have GPUs
# export environment variables
export THEANO_FLAGS=mode=FAST_RUN,device=$device,floatX=float32
# prepare testing Data
echo "Prepare data for testing"
python3 wav_test
echo "Extracting test features with the DNN model ..."
python $pdnndir/cmds/ --data "test.pickle.gz" \
--nnet-param dnn.param --nnet-cfg dnn.cfg \
--output-file "testfeature.pickle.gz" --layer-index -1 \
--batch-size 100 >& dnn.testing.log
echo "Annotate results into Results.txt"