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52 lines
2 KiB
Bash
52 lines
2 KiB
Bash
#!/bin/bash
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case $# in
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9) SETUP=$1; OUTDIR=$2; NAME=$3; DEVICE=$4; ROUNDS=$5; LPCNEXT=$6; LPCNET=$7; TESTSUITE=$8; TESTITEMS=$9;;
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*) echo "loop_run.sh setup outdir name device rounds lpcnext_repo lpcnet_repo testsuite_repo testitems"; exit;;
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esac
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PYTHON="/home/ubuntu/opt/miniconda3/envs/torch/bin/python"
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TESTFEATURES=${LPCNEXT}/testitems/features/all_0_orig_features.f32
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WARPQREFERENCE=${LPCNEXT}/testitems/wav/all_0_orig.wav
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METRICS="warpq,pesq,pitch_error,voicing_error"
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LPCNETDEMO=${LPCNET}/lpcnet_demo
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for ((round = 1; round <= $ROUNDS; round++))
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do
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echo
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echo round $round
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UUID=$(uuidgen)
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TRAINOUT=${OUTDIR}/${UUID}/training
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TESTOUT=${OUTDIR}/${UUID}/testing
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CHECKPOINT=${TRAINOUT}/checkpoints/checkpoint_last.pth
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FINALCHECKPOINT=${TRAINOUT}/checkpoints/checkpoint_finalize_last.pth
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# run training
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echo "starting training..."
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$PYTHON $LPCNEXT/train_lpcnet.py $SETUP $TRAINOUT --device $DEVICE --test-features $TESTFEATURES --warpq-reference $WARPQREFERENCE
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# run finalization
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echo "starting finalization..."
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$PYTHON $LPCNEXT/train_lpcnet.py $SETUP $TRAINOUT \
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--device $DEVICE --test-features $TESTFEATURES \
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--warpq-reference $WARPQREFERENCE \
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--finalize --initial-checkpoint $CHECKPOINT
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# create test configs
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$PYTHON $LPCNEXT/make_test_config.py ${OUTDIR}/${UUID}/testconfig.yml "$NAME $UUID" $CHECKPOINT --lpcnet-demo $LPCNETDEMO
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$PYTHON $LPCNEXT/make_test_config.py ${OUTDIR}/${UUID}/testconfig_finalize.yml "$NAME $UUID finalized" $FINALCHECKPOINT --lpcnet-demo $LPCNETDEMO
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# run tests
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echo "starting test 1 (no finalization)..."
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$PYTHON $TESTSUITE/run_test.py ${OUTDIR}/${UUID}/testconfig.yml \
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$TESTITEMS ${TESTOUT}/prefinal --num-workers 8 \
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--num-testitems 400 --metrics $METRICS
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echo "starting test 2 (after finalization)..."
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$PYTHON $TESTSUITE/run_test.py ${OUTDIR}/${UUID}/testconfig_finalize.yml \
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$TESTITEMS ${TESTOUT}/final --num-workers 8 \
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--num-testitems 400 --metrics $METRICS
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done
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