# DNN hybrid system training parameters dnn_mixup=12000 dnn_num_jobs=16 dnn_initial_learning_rate=0.01 dnn_final_learning_rate=0.001 dnn_num_parameters=7000000 dnn_num_hidden_layers=4 dnn_mem_reqs="mem_free=2.0G,ram_free=0.5G" dnn_extra_opts= bnf_every_nth_frame=2 # take every 2nd frame. babel_type=full use_pitch=false lmwt_plp_extra_opts=( --min-lmwt 8 --max-lmwt 12 ) lmwt_bnf_extra_opts=( --min-lmwt 13 --max-lmwt 18 ) lmwt_dnn_extra_opts=( --min-lmwt 8 --max-lmwt 12 ) icu_opt=(--use-icu true --icu-transform Any-Lower) if [[ `hostname` == *.tacc.utexas.edu ]] ; then dnn_train_extra_opts=(--num-threads 6 --parallel-opts "-pe smp 6" --num-jobs-nnet 16 --stage 0) decode_extra_opts=( --num-threads 4 --parallel-opts "-pe smp 4" ) sgmm_train_extra_opts=( ) sgmm_group_extra_opts=( --num_iters 25 ) sgmm_denlats_extra_opts=( --num-threads 2 ) else dnn_train_extra_opts=(--num-threads 8 --parallel-opts "-pe smp 7" --cmd "queue.pl -l arch=*64,mem_free=4.0G,ram_free=0.75G" ) decode_extra_opts=(--num-threads 6 --parallel-opts "-pe smp 6 -l mem_free=4G,ram_free=0.7G") sgmm_train_extra_opts=( --num_iters 25 ) sgmm_group_extra_opts=(--group 3 --parallel-opts "-pe smp 3 -l mem_free=7G,ram_free=2.75G" --cmd "queue.pl -l arch=*64 -l mem_free=3.0G,ram_free=3.0G") sgmm_denlats_extra_opts=(--num-threads 4 --parallel-opts "-pe smp 4" --cmd "queue.pl -l arch=*64 -l mem_free=2G,ram_free=0.8G") sgmm_mmi_extra_opts=(--cmd "queue.pl -l arch=*64 -l mem_free=3.2G,ram_free=3.2G") fi icu_transform="Any-Lower" case_insensitive=true max_states=150000 wip=0.5 use_pitch=false use_ffv=false phoneme_mapping=