#!/bin/bash set -e ngpu=$(echo $CUDA_VISIBLE_DEVICES | awk -F "," '{print NF}') echo "using $ngpu gpus..." expdir=exp datadir=data train_set=train config_path=$1 decode_config_path=$2 ckpt_prefix=$3 source ${MAIN_ROOT}/utils/parse_options.sh || exit 1; # download language model #bash local/download_lm_en.sh #if [ $? -ne 0 ]; then # exit 1 #fi python3 utils/format_rsl.py \ --origin_ref data/manifest.test.raw \ --trans_ref data/manifest.test.text for type in ctc_greedy_search; do echo "decoding ${type}" batch_size=1 python3 -u ${BIN_DIR}/test.py \ --ngpu ${ngpu} \ --config ${config_path} \ --decode_cfg ${decode_config_path} \ --result_file ${ckpt_prefix}.${type}.rsl \ --checkpoint_path ${ckpt_prefix} \ --opts decode.decoding_method ${type} \ --opts decode.decode_batch_size ${batch_size} if [ $? -ne 0 ]; then echo "Failed in evaluation!" exit 1 fi python3 utils/format_rsl.py \ --origin_hyp ${ckpt_prefix}.${type}.rsl \ --trans_hyp ${ckpt_prefix}.${type}.rsl.text python3 utils/compute-wer.py --char=1 --v=1 \ data/manifest.test.text ${ckpt_prefix}.${type}.rsl.text > ${ckpt_prefix}.${type}.error echo "decoding ${type} done." done for type in ctc_prefix_beam_search; do echo "decoding ${type}" batch_size=1 python3 -u ${BIN_DIR}/test.py \ --ngpu ${ngpu} \ --config ${config_path} \ --decode_cfg ${decode_config_path} \ --result_file ${ckpt_prefix}.${type}.rsl \ --checkpoint_path ${ckpt_prefix} \ --opts decode.decoding_method ${type} \ --opts decode.decode_batch_size ${batch_size} if [ $? -ne 0 ]; then echo "Failed in evaluation!" exit 1 fi python3 utils/format_rsl.py \ --origin_hyp ${ckpt_prefix}.${type}.rsl \ --trans_hyp ${ckpt_prefix}.${type}.rsl.text python3 utils/compute-wer.py --char=1 --v=1 \ data/manifest.test.text ${ckpt_prefix}.${type}.rsl.text > ${ckpt_prefix}.${type}.error echo "decoding ${type} done." done echo "Finished" exit 0