 ASR config  <details><summary>expand</summary>  ``` config: conf/tuning/train_asr_conformer_wav2vec2_2.yaml print_config: false log_level: INFO dry_run: false iterator_type: sequence output_dir: exp/asr_train_asr_conformer_wav2vec2_2_raw_en_word ngpu: 1 seed: 2022 num_workers: 2 num_att_plot: 3 dist_backend: nccl dist_init_method: env:// dist_world_size: 2 dist_rank: 0 local_rank: 0 dist_master_addr: localhost dist_master_port: 43183 dist_launcher: null multiprocessing_distributed: true unused_parameters: false sharded_ddp: false cudnn_enabled: true cudnn_benchmark: false cudnn_deterministic: true collect_stats: false write_collected_feats: false max_epoch: 70 patience: null val_scheduler_criterion: - valid - loss early_stopping_criterion: - valid - loss - min best_model_criterion: -   - valid     - acc     - max keep_nbest_models: 10 nbest_averaging_interval: 10 grad_clip: 5.0 grad_clip_type: 2.0 grad_noise: false accum_grad: 2 no_forward_run: false resume: true train_dtype: float32 use_amp: false log_interval: 100 use_matplotlib: true use_tensorboard: true use_wandb: false wandb_project: null wandb_id: null wandb_entity: null wandb_name: null wandb_model_log_interval: -1 detect_anomaly: false pretrain_path: null init_param: [] ignore_init_mismatch: false freeze_param: - frontend.upstream num_iters_per_epoch: null batch_size: 20 valid_batch_size: null batch_bins: 6000000 valid_batch_bins: null train_shape_file: - exp/asr_stats_raw_en_word/train/speech_shape - exp/asr_stats_raw_en_word/train/text_shape.word valid_shape_file: - exp/asr_stats_raw_en_word/valid/speech_shape - exp/asr_stats_raw_en_word/valid/text_shape.word batch_type: numel valid_batch_type: null fold_length: - 80000 - 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: -   - dump/raw/train/wav.scp     - speech     - sound -   - dump/raw/train/text     - text     - text valid_data_path_and_name_and_type: -   - dump/raw/dev/wav.scp     - speech     - sound -   - dump/raw/dev/text     - 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: 0.002     weight_decay: 1.0e-05 scheduler: warmuplr scheduler_conf:     warmup_steps: 5000 token_list: - <blank> - <unk> - i - and - the - you - that - it - a - Neutral - to - uh - '''s' - of - know - Positive - they - in - we - '''t' - have - but - so - was - like - Negative - yeah - is - just - um - well - do - for - think - don - there - or - 'on' - '''re' - my - what - really - be - with - not - if - are - one - he - '''ve' - because - '''m' - about - all - get - can - had - out - at - them - when - this - as - oh - lot - up - people - some - then - would - go - right - mean - now - time - kind - got - going - good - she - things - more - were - from - something - been - 'no' - see - me - too - an - your - much - little - guess - how - where - our - very - here - their - thing - two - '''ll' - other - did - years - work - even - has - any - way - probably - those - could - say - real - back - '''d' - year - down - home - than - want - didn - into - pretty - okay - who - take - huh - school - said - make - over - kids - never - always - put - by - her - stuff - went - doing - three - these - 'yes' - which - around - only - big - maybe - 'off' - anything - day - t - sure - actually - come - money - him - different - everything - still - used - many - five - will - sort - nice - us - last - his - thought - every - most - getting - first - feel - bit - need - children - same - course - also - new - care - family - hum - long - through - before - use - done - should - house - old - let - does - car - being - problem - doesn - four - seems - though - pay - look - whole - great - husband - haven - try - live - trying - ever - why - read - better - find - far - keep - ago - sometimes - watch - interesting - quite - area - hard - talking - else - another - part - bad - having - twenty - whatever - place - couple - usually - 'true' - high - texas - seen - fact - s - enough - after - own - college - while - country - hundred - somebody - few - either - times - week - away - gonna - type - job - six - dollars - tell - might - remember - again - came - give - started - start - ten - made - play - able - dallas - enjoy - working - once - c - someone - life - least - v - everybody - since - fun - both - talk - wouldn - ones - news - anyway - wasn - person - heard - believe - am - th - buy - may - point - call - night - y - almost - bye - isn - system - wanted - called - took - state - wife - child - half - women - goes - next - yet - especially - love - looking - parents - gone - such - gets - understand - together - movie - until - w - days - end - saying - idea - saw - music - mother - thirty - couldn - makes - stay - change - m - basically - wonderful - problems - guy - worked - spend - help - lived - credit - whether - seem - eight - n - best - world - run - hear - bought - young - each - months - seven - places - supposed - city - matter - coming - exactly - d - small - summer - comes - certain - company - less - thinking - won - during - b - thousand - agree - show - daughter - sounds - myself - funny - water - o - month - dog - fifty - paper - gotten - found - taking - 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