config: finetune.yaml print_config: false log_level: INFO dry_run: false iterator_type: sequence output_dir: exp/sond ngpu: 1 seed: 0 num_workers: 16 num_att_plot: 0 dist_backend: nccl dist_init_method: env:// dist_world_size: null dist_rank: null local_rank: 0 dist_master_addr: null dist_master_port: null dist_launcher: null multiprocessing_distributed: true distributed: false unused_parameters: true sharded_ddp: false ddp_backend: pytorch_ddp cudnn_enabled: true cudnn_benchmark: false cudnn_deterministic: true collect_stats: false write_collected_feats: false max_epoch: 50 patience: null val_scheduler_criterion: - valid - acc early_stopping_criterion: - valid - loss - min best_model_criterion: - - valid - acc - max keep_nbest_models: 10 nbest_averaging_interval: 0 grad_clip: 5 grad_clip_type: 2.0 grad_noise: false accum_grad: 1 no_forward_run: false resume: true train_dtype: float32 use_amp: false log_interval: 50 use_matplotlib: false use_tensorboard: true use_wandb: false wandb_project: null wandb_id: null wandb_entity: null wandb_name: null wandb_model_log_interval: -1 use_pai: true detect_anomaly: false pretrain_path: null init_param: [] ignore_init_mismatch: false freeze_param: [] num_iters_per_epoch: null batch_size: 20 valid_batch_size: null batch_bins: 10000 valid_batch_bins: null train_shape_file: - /data/volume1/youyan/aishell/ark/train/speech_shape.1 - /data/volume1/youyan/aishell/ark/train/text_shape.1 valid_shape_file: - /data/volume1/youyan/aishell/ark/dev/speech_shape.1 - /data/volume1/youyan/aishell/ark/dev/text_shape.1 batch_type: length valid_batch_type: null fold_length: - 512 - 150 sort_in_batch: descending sort_batch: descending multiple_iterator: false chunk_length: 500 chunk_shift_ratio: 0.5 num_cache_chunks: 1024 train_data_path_and_name_and_type: - - /data/volume1/youyan/aishell/ark/train/data.scp - speech - kaldi_ark - - /data/volume1/youyan/aishell/ark/train/data.text.1 - text - text valid_data_path_and_name_and_type: - - /data/volume1/youyan/aishell/ark/dev/data.scp - speech - kaldi_ark - - /data/volume1/youyan/aishell/ark/dev/data.text.1 - text - text allow_variable_data_keys: false max_cache_size: 0.0 max_cache_fd: 32 valid_max_cache_size: null optim: adam optim_conf: lr: 0.0005 scheduler: warmuplr scheduler_conf: warmup_steps: 30000 token_list: - '0' - '1' - 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'11392' - '11520' - '11776' - '12288' - '12289' - '12290' - '12291' - '12292' - '12293' - '12294' - '12296' - '12297' - '12298' - '12300' - '12304' - '12305' - '12306' - '12308' - '12312' - '12320' - '12321' - '12322' - '12324' - '12328' - '12336' - '12352' - '12353' - '12354' - '12356' - '12360' - '12368' - '12384' - '12416' - '12417' - '12418' - '12420' - '12424' - '12432' - '12448' - '12480' - '12544' - '12545' - '12546' - '12548' - '12552' - '12560' - '12576' - '12608' - '12672' - '12800' - '12801' - '12802' - '12804' - '12808' - '12816' - '12832' - '12864' - '12928' - '13056' - '13312' - '13313' - '13314' - '13316' - '13320' - '13328' - '13344' - '13376' - '13440' - '13568' - '13824' - '14336' - '14337' - '14338' - '14340' - '14344' - '14352' - '14368' - '14400' - '14464' - '14592' - '14848' - '15360' - '16384' - '16385' - '16386' - '16387' - '16388' - '16389' - '16390' - '16391' - '16392' - '16393' - '16394' - '16395' - '16396' - '16397' - '16398' - '16400' - '16401' - '16402' - '16403' - '16404' - '16405' - '16406' - '16408' - '16409' - '16410' - '16412' - '16416' - '16417' - '16418' - '16419' - '16420' - '16421' - '16422' - '16424' - '16425' - '16426' - '16428' - '16432' - '16433' - '16434' - '16436' - '16440' - '16448' - '16449' - '16450' - '16451' - '16452' - '16453' - '16454' - '16456' - '16457' - '16458' - '16460' - '16464' - '16465' - '16466' - '16468' - '16472' - '16480' - '16481' - '16482' - '16484' - '16488' - '16496' - '16512' - '16513' - '16514' - '16515' - '16516' - '16517' - '16518' - '16520' - '16521' - '16522' - '16524' - '16528' - '16529' - '16530' - '16532' - '16536' - '16544' - '16545' - '16546' - '16548' - '16552' - '16560' - '16576' - '16577' - '16578' - '16580' - '16584' - '16592' - '16608' - '16640' - '16641' - '16642' - '16643' - '16644' - '16645' - '16646' - '16648' - '16649' - '16650' - '16652' - '16656' - '16657' - '16658' - '16660' - '16664' - '16672' - '16673' - '16674' - '16676' - '16680' - '16688' - '16704' - '16705' - '16706' - '16708' - '16712' - '16720' - '16736' - '16768' - '16769' - '16770' - '16772' - '16776' - '16784' - '16800' - '16832' - '16896' - '16897' - '16898' - '16899' - '16900' - '16901' - '16902' - '16904' - '16905' - '16906' - '16908' - '16912' - '16913' - '16914' - '16916' - '16920' - '16928' - '16929' - '16930' - '16932' - '16936' - '16944' - '16960' - '16961' - '16962' - '16964' - '16968' - '16976' - '16992' - '17024' - '17025' - '17026' - '17028' - '17032' - '17040' - '17056' - '17088' - '17152' - '17153' - '17154' - '17156' - '17160' - '17168' - '17184' - '17216' - '17280' - '17408' - '17409' - '17410' - '17411' - '17412' - '17413' - '17414' - '17416' - '17417' - '17418' - '17420' - '17424' - '17425' - '17426' - '17428' - '17432' - '17440' - '17441' - '17442' - '17444' - '17448' - '17456' - '17472' - '17473' - '17474' - '17476' - '17480' - '17488' - '17504' - '17536' - '17537' - '17538' - '17540' - '17544' - '17552' - '17568' - '17600' - '17664' - '17665' - '17666' - '17668' - '17672' - '17680' - '17696' - '17728' - '17792' - '17920' - '17921' - '17922' - '17924' - '17928' - '17936' - '17952' - '17984' - '18048' - '18176' - '18432' - '18433' - '18434' - '18435' - '18436' - '18437' - '18438' - '18440' - '18441' - '18442' - '18444' - '18448' - '18449' - '18450' - '18452' - '18456' - '18464' - '18465' - '18466' - '18468' - '18472' - '18480' - '18496' - '18497' - '18498' - '18500' - '18504' - '18512' - '18528' - '18560' - '18561' - '18562' - '18564' - '18568' - '18576' - '18592' - '18624' - '18688' - '18689' - '18690' - '18692' - '18696' - '18704' - '18720' - '18752' - '18816' - '18944' - '18945' - '18946' - '18948' - '18952' - '18960' - '18976' - '19008' - '19072' - '19200' - '19456' - '19457' - '19458' - '19460' - '19464' - '19472' - '19488' - '19520' - '19584' - '19712' - '19968' - '20480' - '20481' - '20482' - '20483' - '20484' - '20485' - '20486' - '20488' - '20489' - '20490' - '20492' - '20496' - '20497' - '20498' - '20500' - '20504' - '20512' - '20513' - '20514' - '20516' - '20520' - '20528' - '20544' - '20545' - '20546' - '20548' - '20552' - '20560' - '20576' - '20608' - '20609' - '20610' - '20612' - '20616' - '20624' - '20640' - '20672' - '20736' - '20737' - '20738' - '20740' - '20744' - '20752' - '20768' - '20800' - '20864' - '20992' - '20993' - '20994' - '20996' - '21000' - '21008' - '21024' - '21056' - '21120' - '21248' - '21504' - '21505' - '21506' - '21508' - '21512' - '21520' - '21536' - '21568' - '21632' - '21760' - '22016' - '22528' - '22529' - '22530' - '22532' - '22536' - '22544' - '22560' - '22592' - '22656' - '22784' - '23040' - '23552' - '24576' - '24577' - '24578' - '24579' - '24580' - '24581' - '24582' - '24584' - '24585' - '24586' - '24588' - '24592' - '24593' - '24594' - '24596' - '24600' - '24608' - '24609' - '24610' - '24612' - '24616' - '24624' - '24640' - '24641' - '24642' - '24644' - '24648' - '24656' - '24672' - '24704' - '24705' - '24706' - '24708' - '24712' - '24720' - '24736' - '24768' - '24832' - '24833' - '24834' - '24836' - '24840' - '24848' - '24864' - '24896' - '24960' - '25088' - '25089' - '25090' - '25092' - '25096' - '25104' - '25120' - '25152' - '25216' - '25344' - '25600' - '25601' - '25602' - '25604' - '25608' - '25616' - '25632' - '25664' - '25728' - '25856' - '26112' - '26624' - '26625' - '26626' - '26628' - '26632' - '26640' - '26656' - '26688' - '26752' - '26880' - '27136' - '27648' - '28672' - '28673' - '28674' - '28676' - '28680' - '28688' - '28704' - '28736' - '28800' - '28928' - '29184' - '29696' - '30720' - '32768' - '32769' - '32770' - '32771' - '32772' - '32773' - '32774' - '32775' - '32776' - '32777' - '32778' - '32779' - '32780' - '32781' - '32782' - '32784' - '32785' - '32786' - '32787' - '32788' - '32789' - '32790' - '32792' - '32793' - '32794' - '32796' - '32800' - '32801' - '32802' - '32803' - '32804' - '32805' - '32806' - '32808' - '32809' - '32810' - '32812' - '32816' - '32817' - '32818' - '32820' - '32824' - '32832' - '32833' - '32834' - '32835' - '32836' - '32837' - '32838' - '32840' - '32841' - '32842' - '32844' - '32848' - '32849' - '32850' - '32852' - '32856' - '32864' - '32865' - '32866' - '32868' - '32872' - '32880' - '32896' - '32897' - '32898' - '32899' - '32900' - '32901' - '32902' - '32904' - '32905' - '32906' - '32908' - '32912' - '32913' - '32914' - '32916' - '32920' - '32928' - '32929' - '32930' - '32932' - '32936' - '32944' - '32960' - '32961' - '32962' - '32964' - '32968' - '32976' - '32992' - '33024' - '33025' - '33026' - '33027' - '33028' - '33029' - '33030' - '33032' - '33033' - '33034' - '33036' - '33040' - '33041' - '33042' - '33044' - '33048' - '33056' - '33057' - '33058' - '33060' - '33064' - '33072' - '33088' - '33089' - '33090' - '33092' - '33096' - '33104' - '33120' - '33152' - '33153' - '33154' - '33156' - '33160' - '33168' - '33184' - '33216' - '33280' - '33281' - '33282' - '33283' - '33284' - '33285' - '33286' - '33288' - '33289' - '33290' - '33292' - '33296' - '33297' - '33298' - '33300' - '33304' - '33312' - '33313' - '33314' - '33316' - '33320' - '33328' - '33344' - '33345' - '33346' - '33348' - '33352' - '33360' - '33376' - '33408' - '33409' - '33410' - '33412' - '33416' - '33424' - '33440' - '33472' - '33536' - '33537' - '33538' - '33540' - '33544' - '33552' - '33568' - '33600' - '33664' - '33792' - '33793' - '33794' - '33795' - '33796' - '33797' - '33798' - '33800' - '33801' - '33802' - '33804' - '33808' - '33809' - '33810' - '33812' - '33816' - '33824' - '33825' - '33826' - '33828' - '33832' - '33840' - '33856' - '33857' - '33858' - '33860' - '33864' - '33872' - '33888' - '33920' - '33921' - '33922' - '33924' - '33928' - '33936' - '33952' - '33984' - '34048' - '34049' - '34050' - '34052' - '34056' - '34064' - '34080' - '34112' - '34176' - '34304' - '34305' - '34306' - '34308' - '34312' - '34320' - '34336' - '34368' - '34432' - '34560' - '34816' - '34817' - '34818' - '34819' - '34820' - '34821' - '34822' - '34824' - '34825' - '34826' - '34828' - '34832' - '34833' - '34834' - '34836' - '34840' - '34848' - '34849' - '34850' - '34852' - '34856' - '34864' - '34880' - '34881' - '34882' - '34884' - '34888' - '34896' - '34912' - '34944' - '34945' - '34946' - '34948' - '34952' - '34960' - '34976' - '35008' - '35072' - '35073' - '35074' - '35076' - '35080' - '35088' - '35104' - '35136' - '35200' - '35328' - '35329' - '35330' - '35332' - '35336' - '35344' - '35360' - '35392' - '35456' - '35584' - '35840' - '35841' - '35842' - '35844' - '35848' - '35856' - '35872' - '35904' - '35968' - '36096' - '36352' - '36864' - '36865' - '36866' - '36867' - '36868' - '36869' - '36870' - '36872' - '36873' - '36874' - '36876' - '36880' - '36881' - '36882' - '36884' - '36888' - '36896' - '36897' - '36898' - '36900' - '36904' - '36912' - '36928' - '36929' - '36930' - '36932' - '36936' - '36944' - '36960' - '36992' - '36993' - '36994' - '36996' - '37000' - '37008' - '37024' - '37056' - '37120' - '37121' - '37122' - '37124' - '37128' - '37136' - '37152' - '37184' - '37248' - '37376' - '37377' - '37378' - '37380' - '37384' - '37392' - '37408' - '37440' - '37504' - '37632' - '37888' - '37889' - '37890' - '37892' - '37896' - '37904' - '37920' - '37952' - '38016' - '38144' - '38400' - '38912' - '38913' - '38914' - '38916' - '38920' - '38928' - '38944' - '38976' - '39040' - '39168' - '39424' - '39936' - '40960' - '40961' - '40962' - '40963' - '40964' - '40965' - '40966' - '40968' - '40969' - '40970' - '40972' - '40976' - '40977' - '40978' - '40980' - '40984' - '40992' - '40993' - '40994' - '40996' - '41000' - '41008' - '41024' - '41025' - '41026' - '41028' - '41032' - '41040' - '41056' - '41088' - '41089' - '41090' - '41092' - '41096' - '41104' - '41120' - '41152' - '41216' - '41217' - '41218' - '41220' - '41224' - '41232' - '41248' - '41280' - '41344' - '41472' - '41473' - '41474' - '41476' - '41480' - '41488' - '41504' - '41536' - '41600' - '41728' - '41984' - '41985' - '41986' - '41988' - '41992' - '42000' - '42016' - '42048' - '42112' - '42240' - '42496' - '43008' - '43009' - '43010' - '43012' - '43016' - '43024' - '43040' - '43072' - '43136' - '43264' - '43520' - '44032' - '45056' - '45057' - '45058' - '45060' - '45064' - '45072' - '45088' - '45120' - '45184' - '45312' - '45568' - '46080' - '47104' - '49152' - '49153' - '49154' - '49155' - '49156' - '49157' - '49158' - '49160' - '49161' - '49162' - '49164' - '49168' - '49169' - '49170' - '49172' - '49176' - '49184' - '49185' - '49186' - '49188' - '49192' - '49200' - '49216' - '49217' - '49218' - '49220' - '49224' - '49232' - '49248' - '49280' - '49281' - '49282' - '49284' - '49288' - '49296' - '49312' - '49344' - '49408' - '49409' - '49410' - '49412' - '49416' - '49424' - '49440' - '49472' - '49536' - '49664' - '49665' - '49666' - '49668' - '49672' - '49680' - '49696' - '49728' - '49792' - '49920' - '50176' - '50177' - '50178' - '50180' - '50184' - '50192' - '50208' - '50240' - '50304' - '50432' - '50688' - '51200' - '51201' - '51202' - '51204' - '51208' - '51216' - '51232' - '51264' - '51328' - '51456' - '51712' - '52224' - '53248' - '53249' - '53250' - '53252' - '53256' - '53264' - '53280' - '53312' - '53376' - '53504' - '53760' - '54272' - '55296' - '57344' - '57345' - '57346' - '57348' - '57352' - '57360' - '57376' - '57408' - '57472' - '57600' - '57856' - '58368' - '59392' - '61440' init: null input_size: 80 ctc_conf: dropout_rate: 0.0 ctc_type: builtin reduce: true ignore_nan_grad: true joint_net_conf: null use_preprocessor: true token_type: char bpemodel: null non_linguistic_symbols: null cleaner: null g2p: null speech_volume_normalize: null rir_scp: null rir_apply_prob: 1.0 noise_scp: null noise_apply_prob: 1.0 noise_db_range: '13_15' frontend: null frontend_conf: {} specaug: null specaug_conf: {} normalize: null normalize_conf: {} label_aggregator: null label_aggregator_conf: {} model: sond model_conf: # ctc_weight: 0.0 lsm_weight: 0.1 length_normalized_loss: true max_spk_num: 16 # predictor_weight: 1.0 # predictor_bias: 1 # sampling_ratio: 0.75 # speech encoder encoder: resnet34 encoder_conf: # pass by model, equal to feature dim # input_size: 80 pooling_type: "window_shift" pool_size: 20 stride: 1 tf2torch_tensor_name_prefix_torch: encoder tf2torch_tensor_name_prefix_tf: EAND/speech_encoder speaker_encoder: conv speaker_encoder_conf: input_units: 256 num_layers: 3 num_units: 256 kernel_size: 1 dropout_rate: 0.0 position_encoder: null out_units: 256 out_norm: false auxiliary_states: false tf2torch_tensor_name_prefix_torch: speaker_encoder tf2torch_tensor_name_prefix_tf: EAND/speaker_encoder ci_scorer: dot ci_scorer_conf: {} cd_scorer: san cd_scorer_conf: input_size: 512 output_size: 512 out_units: 1 attention_heads: 4 linear_units: 1024 num_blocks: 4 dropout_rate: 0.0 positional_dropout_rate: 0.0 attention_dropout_rate: 0.0 # use string "null" to remove input layer input_layer: "null" pos_enc_class: null normalize_before: true tf2torch_tensor_name_prefix_torch: cd_scorer tf2torch_tensor_name_prefix_tf: EAND/compute_distance_layer # post net decoder: fsmn decoder_conf: in_units: 32 out_units: 2517 filter_size: 31 fsmn_num_layers: 6 dnn_num_layers: 1 num_memory_units: 512 ffn_inner_dim: 512 dropout_rate: 0.0 tf2torch_tensor_name_prefix_torch: decoder tf2torch_tensor_name_prefix_tf: EAND/post_net num_worker_count: 1 required: - output_dir - token_list oss_bucket: 'null' version: 0.1.6