| | |
| | | #++data_type_list='["source", "target"]' \ |
| | | #++jsonl_file_out=/Users/zhifu/funasr1.0/test_local/audio_datasets.jsonl |
| | | |
| | | train_data="/nfs/zhifu.gzf/data/datalist/aishell1_aishell2_wav_speech_llm_train_data_del_tail500.json" |
| | | val_data="/nfs/zhifu.gzf/data/datalist/aishell1_aishell2_wav_speech_llm_train_data_tail500.json" |
| | | train_data="/nfs/maziyang.mzy/data/librispeech/librispeech_train_960h.jsonl" |
| | | val_data="/nfs/maziyang.mzy/data/librispeech/librispeech_dev_other_filtered.jsonl" |
| | | |
| | | # exp output dir |
| | | output_dir="/nfs/zhifu.gzf/ckpt/exp/llm_asr_whisper_vicuna_exp1" |
| | |
| | | mkdir -p ${output_dir} |
| | | echo "log_file: ${log_file}" |
| | | |
| | | torchrun \ |
| | | --nnodes 1 \ |
| | | --nproc_per_node ${gpu_num} \ |
| | | ../../../funasr/bin/train.py \ |
| | | deepspeed_config=${workspace}/../../ds_stage1.json |
| | | |
| | | DISTRIBUTED_ARGS=" |
| | | --nnodes ${WORLD_SIZE:-1} \ |
| | | --nproc_per_node $gpu_num \ |
| | | --node_rank ${RANK:-0} \ |
| | | --master_addr ${MASTER_ADDR:-127.0.0.1} \ |
| | | --master_port ${MASTER_PORT:-26669} |
| | | " |
| | | |
| | | echo $DISTRIBUTED_ARGS |
| | | |
| | | torchrun $DISTRIBUTED_ARGS \ |
| | | ../../../funasr/bin/train_ds.py \ |
| | | --config-path "${workspace}/conf" \ |
| | | --config-name "${config}" \ |
| | | ++train_data_set_list="${train_data}" \ |
| | | ++valid_data_set_list="${val_data}" \ |
| | | ++dataset_conf.batch_size=2 \ |
| | | ++dataset_conf.batch_type="example" \ |
| | | ++dataset_conf.num_workers=0 \ |
| | | ++train_conf.max_epoch=11 \ |
| | | ++optim_conf.lr=0.0002 \ |
| | | ++dataset_conf.batch_size=4 \ |
| | | ++dataset_conf.num_workers=4 \ |
| | | ++train_conf.max_epoch=15 \ |
| | | ++train_conf.use_deepspeed=false \ |
| | | ++train_conf.deepspeed_config=${deepspeed_config} \ |
| | | ++optim_conf.lr=0.0001 \ |
| | | ++init_param="${init_param}" \ |
| | | ++output_dir="${output_dir}" &> ${log_file} |
| | | |
| | | ++output_dir="${output_dir}" &> ${log_file} & |