| | |
| | | dataset: AudioDataset |
| | | dataset_conf: |
| | | index_ds: IndexDSJsonl |
| | | batch_sampler: DynamicBatchLocalShuffleSampler |
| | | batch_sampler: RankFullLocalShuffleBatchSampler |
| | | batch_type: example # example or length |
| | | batch_size: 1 # if batch_type is example, batch_size is the numbers of samples; if length, batch_size is source_token_len+target_token_len; |
| | | batch_size: 32 # if batch_type is example, batch_size is the numbers of samples; if length, batch_size is source_token_len+target_token_len; |
| | | max_token_length: 2048 # filter samples if source_token_len+target_token_len > max_token_length, |
| | | buffer_size: 500 |
| | | buffer_size: 1024 |
| | | shuffle: True |
| | | num_workers: 4 |
| | | preprocessor_speech: SpeechPreprocessSpeedPerturb |
| | | preprocessor_speech_conf: |
| | | speed_perturb: [0.9, 1.0, 1.1] |
| | | |
| | | tokenizer: CharTokenizer |
| | | tokenizer_conf: |
| | |
| | | dataset: AudioDataset |
| | | dataset_conf: |
| | | index_ds: IndexDSJsonl |
| | | batch_sampler: DynamicBatchLocalShuffleSampler |
| | | batch_sampler: RankFullLocalShuffleBatchSampler |
| | | batch_type: example # example or length |
| | | batch_size: 1 # if batch_type is example, batch_size is the numbers of samples; if length, batch_size is source_token_len+target_token_len; |
| | | batch_size: 32 # if batch_type is example, batch_size is the numbers of samples; if length, batch_size is source_token_len+target_token_len; |
| | | max_token_length: 2048 # filter samples if source_token_len+target_token_len > max_token_length, |
| | | buffer_size: 500 |
| | | buffer_size: 1024 |
| | | shuffle: True |
| | | num_workers: 4 |
| | | preprocessor_speech: SpeechPreprocessSpeedPerturb |
| | | preprocessor_speech_conf: |
| | | speed_perturb: [0.9, 1.0, 1.1] |
| | | |
| | | tokenizer: CharTokenizer |
| | | tokenizer_conf: |
| | |
| | | echo "log_file: ${log_file}" |
| | | |
| | | gpu_num=$(echo CUDA_VISIBLE_DEVICES | awk -F "," '{print NF}') |
| | | torchrun \ |
| | | --nnodes 1 \ |
| | | --nproc_per_node ${gpu_num} \ |
| | | # torchrun \ |
| | | # --nnodes 1 \ |
| | | # --nproc_per_node ${gpu_num} |
| | | cmd="python" |
| | | if [ ${gpu_num} -gt 1 ];then |
| | | cmd="torchrun --nnodes 1 --nproc_per_node ${gpu_num}" |
| | | fi |
| | | ${cmd} \ |
| | | ../../../funasr/bin/train.py \ |
| | | --config-path "${workspace}/conf" \ |
| | | --config-name "${config}" \ |
| | |
| | | dataset: AudioDataset |
| | | dataset_conf: |
| | | index_ds: IndexDSJsonl |
| | | batch_sampler: DynamicBatchLocalShuffleSampler |
| | | batch_sampler: RankFullLocalShuffleBatchSampler |
| | | batch_type: example # example or length |
| | | batch_size: 1 # if batch_type is example, batch_size is the numbers of samples; if length, batch_size is source_token_len+target_token_len; |
| | | batch_size: 32 # if batch_type is example, batch_size is the numbers of samples; if length, batch_size is source_token_len+target_token_len; |
| | | max_token_length: 2048 # filter samples if source_token_len+target_token_len > max_token_length, |
| | | buffer_size: 500 |
| | | buffer_size: 1024 |
| | | shuffle: True |
| | | num_workers: 4 |
| | | preprocessor_speech: SpeechPreprocessSpeedPerturb |
| | | preprocessor_speech_conf: |
| | | speed_perturb: [0.9, 1.0, 1.1] |
| | | |
| | | tokenizer: CharTokenizer |
| | | tokenizer_conf: |
| File was renamed from examples/aishell/transformer/transformer_12e_6d_2048_256.yaml |
| | |
| | | dataset: AudioDataset |
| | | dataset_conf: |
| | | index_ds: IndexDSJsonl |
| | | batch_sampler: DynamicBatchLocalShuffleSampler |
| | | batch_sampler: RankFullLocalShuffleBatchSampler |
| | | batch_type: example # example or length |
| | | batch_size: 1 # if batch_type is example, batch_size is the numbers of samples; if length, batch_size is source_token_len+target_token_len; |
| | | batch_size: 32 # if batch_type is example, batch_size is the numbers of samples; if length, batch_size is source_token_len+target_token_len; |
| | | max_token_length: 2048 # filter samples if source_token_len+target_token_len > max_token_length, |
| | | buffer_size: 500 |
| | | buffer_size: 1024 |
| | | shuffle: True |
| | | num_workers: 0 |
| | | num_workers: 4 |
| | | preprocessor_speech: SpeechPreprocessSpeedPerturb |
| | | preprocessor_speech_conf: |
| | | speed_perturb: [0.9, 1.0, 1.1] |
| | | |
| | | tokenizer: CharTokenizer |
| | | tokenizer_conf: |