 ASR config  <details><summary>expand</summary>  ``` config: conf/tuning/train_asr_conformer.yaml print_config: false log_level: INFO dry_run: false iterator_type: sequence output_dir: exp/asr_train_asr_conformer_raw_en_word ngpu: 1 seed: 0 num_workers: 1 num_att_plot: 3 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: false unused_parameters: false sharded_ddp: false cudnn_enabled: true cudnn_benchmark: false cudnn_deterministic: true collect_stats: false write_collected_feats: false max_epoch: 200 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: 0 grad_clip: 5.0 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: null 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: [] num_iters_per_epoch: null batch_size: 64 valid_batch_size: null batch_bins: 1000000 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: folded 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/valid/wav.scp     - speech     - sound -   - dump/raw/valid/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: 0.0005 scheduler: warmuplr scheduler_conf:     warmup_steps: 5000 token_list: - <blank> - <unk> - i - you - Negative - to - it - '''s' - the - '''t' - that - and - Neutral - Positive - a - know - what - of - like - we - don - just - is - do - this - '''m' - me - have - can - in - for - 'no' - so - not - '''re' - my - but - mean - be - going - all - was - they - well - want - yeah - right - get - 'on' - there - he - oh - here - go - out - with - your - if - okay - are - she - at - '''ll' - '''ve' - got - think - about - up - see - then - why - how - time - really - one - now - or - as - back - look - her - him - been - because - 'yes' - would - didn - little - did - good - some - them - something - need - maybe - never - um - come - take - god - had - could - will - uh - am - people - thing - when - very - let - much - sorry - from - again - long - give - anything - too - make - fish - years - where - isn - three - said - things - nothing - help - work - tell - guess - over - 'off' - business - even - sir - any - his - around - were - way - who - new - kind - '''d' - our - everything - more - came - an - should - down - understand - only - great - else - man - line - us - ask - last - doing - say - waiting - other - lot - job - feel - yourself - point - thought - day - whole - away - coming - better - marry - always - these - still - wrong - two - sure - care - phone - probably - remember - annie - life - year - believe - gonna - supposed - went - first - talk - listen - alright - before - thinking - after - stuff - happy - ever - turn - thank - home - fine - into - than - call - money - stay - actually - every - hope - love - huh - married - wait - somewhere - has - being - father - larry - hell - wanted - trying - getting - guys - name - saying - bag - hear - girl - hey - flashlight - beach - put - leave - dollars - mind - augie - does - won - fifty - excited - hate - four - done - through - their - keep - car - lost - doesn - happen - wouldn - school - big - calm - night - '''cause' - id - another - though - myself - nobody - somebody - best - might - same - form - mom - nice - matter - spot - stop - told - by - shut - enough - five - joe - hard - find - course - chris - drunk - snap - luggage - rather - standing - someone - laugh - took - those - please - live - six - ridiculous - minute - looking - bring - show - start - brought - days - must - pretty - sort - talking - sand - child - working - send - next - hundred - whatever - many - moon - moment - champagne - s - problem - end - real - dear - happened - person - place - fill - awesome - house - such - cool - c - haven - knew - die - finally - glasses - stupid - least - dad - supervisor - totally - each - try - waited - idea - u - party - asked - anymore - sick - evening - license - kid - wow - flight - felt - pay - since - single - miss - without - different - mmhmm - free - sometimes - yet - couldn - view - hour - knows - drive - themselves - swim - ah - brandy - fact - ma - '''am' - already - part - sit - thanks - comes - check - everyone - started - kiss - weren - hotel - own - beast - bad - above - run - worst - grunions - darling - seem - baby - turned - gone - shouldn - exactly - reason - full - both - crazy - pack - bit - swimming - liquor - seemed - serious - cause - peter - burden - gosh - forgot - happens - alone - pass - letters - heard - manager - hours - baggage - card - number - argue - seen - walk - forget - kids - family - blanket - honey - open - quite - gotta - forms - mother - old - needs - times - airline - which - once - service - week - together - twenty - stand - made - fun - dead - sake - men - kate - today - plane - most - carla - driving - deal - information - wanna - definitely - while - yea - certificate - particular - lots - calling - fortune - write - entire - found - trouble - use - forever - woman - enjoy - room - damn - war - meaning - longer - jacket - ticket - twice - sent - wonder - small - amanda - cannot - able - half - ha - saw - bus - ago - hmm - hi - kidding - giving - gave - move - women - ahead - york - guy - suppose - company - incredible - either - minutes - tonight - shoes - utterly - wasn - filled - gets - amazing - beautiful - hello - birth - prove - choice - friend - expect - says - blue - anywhere - died - weird - umm - blood - d - face - body - alive - diagram - goes - read - far - race - wind - fly - interested - california - coast - news - past - charles - floor - idiotic - indeed - absolutely - softball - answer - somehow - having - campus - completely - file - everybody - given - fair - front - telling - tried - sign - helping - dollar - used - takes - hair - behind - head - also - question - pull - brother - nonsense - kill - pocket - cold - mine - watching - shall - divorce - driver - m - makes - cried - security - suitcase - seems - control - set - letter - realized - paper - weeks - address - sweet - lose - huge - death - ones - living - glad - bed - until - thinks - wedding - pieces - parents - ready - almost - forgive - kissed - silver - during - forty - lives - grow - arrive - eyes - putting - quiet - poor - presents - sting - tired - row - anyhow - window - v - thousand - watch - ashamed - figure - vacation - application - left - certainly - calls - months - student - close - helpful - called - welcome - major - match - morning - fit - reach - door - wife - faith - noticed - several - killed - accident - rat - flop - hands - ear - dancing - hairs - bugging - dinner - bills - worked - bored - conversation - tunis - overbearing - grand - nine - amusing - vile - tempered - obviously - tomorrow - taken - eight - venice - worth - boy - realize - midnight - evil - sixteen - gotten - paying - bottle - smart - cindy - excuse - along - seven - children - figured - jobs - joke - charge - memorial - sitting - hardly - young - story - feels - pronouncing - insane - forgotten - fast - inspire - grub - tough - arguing - air - toss - instance - raining - pair - dry - socks - selfish - included - yours - mystery - mindedness - urgency - pure - urge - insulting - ideas - herself - period - missed - backwards - dance - worms - pop - except - perfect - blow - funny - listening - sadistic - bully - cruel - 'true' - second - acting - lucky - handle - loved - hit - shaking - destroyed - changed - book - eleven - animals - ice - cream - brings - frustrating - otherwise - onto - pregnant - operator - baltimore - san - diego - contract - brown - friends - pictures - internet - piece - high - anyone - tickets - inconvenience - gift - usually - green - city - couple - chuck - growing - pick - throw - yay - walking - grave - considerate - inspired - looked - mistake - believes - avoid - sucker - rock - strangers - missing - hide - geez - imagination - overseas - command - earth - monument - difference - zipped - kansas - reservations - ahh - formed - barefoot - shower - running - garage - knickerbocker - locker - wasting - roses - peaches - rosy - mention - shh - behave - exquisitely - beautifully - rolling - biting - scratching - panthers - suddenly - ought - dreadfully - pity - eye - world - making - bark - roll - hoops - insufferable - weak - upstairs - insist - boorish - conceited - impossible - torment - brute - perfectly - wicked - crawling - top - wish - wants - bank - plan - soon - plenty - bags - congratulations - play - carry - ignore - sudden - refrigerator - loot - fight - lights - swallows - goose - bumps - keeps - fighting - massive - celebration - sex - human - ours - light - minded - social - needed - anyway - words - problems - claim - reimburse - checked - airport - meet - e - responsibility - grunion - knees - thousands - important - shows - goddamn - strong - law - sara - brent - passport - aren - month - romantic - leaving - random - applied - interesting - regular - taking - harder - hurt - movie - freaking - record - airlines - responsible - honestly - grew - proud - hang - mrs - fellow - terrible - contradict - infuriate - throws - afraid - suffer - bloody - settled - thrash - may - son - faithful - moments - act - sleep - detroit - planning - yard - particularly - natural - phenomenon - highlight - flopping - laying - eggs - mating - orgy - magic - unexplainable - instincts - seaweed - instinctual - firecracker - spent - clasped - intimate - special - wishes - seriously - refreshments - ooh - pinpoint - marge - dishes - fat - ring - later - shivers - spine - sillier - poise - trumpets - squeakers - sockets - allure - contrary - violently - glass - temperamental - fiend - loathe - adder - riotous - mentioned - intemperate - tots - downstairs - mad - loose - lived - yelling - happening - promise - known - exciting - finish - college - atlanta - searching - fired - drinking - jesus - lock - plans - hole - santa - kitchen - invite - believing - ann - landing - eats - panties - sore - throat - unmistakable - capistrano - lemmings - cliffs - invitation - map - heaven - carpet - poodle - suicide - pact - turns - court - dies - mustn - vampire - identification - places - danger - hand - middle - situation - option - willing - paid - horrible - pain - anybody - paperwork - difficult - dream - sakes - matters - toes - become - habit - hold - survive - break - babe - shit - contact - land - water - transfer - backersen - desk - wallet - stolen - credit - cards - clearly - appreciate - complicated - uhuh - bucks - win - theatre - resume - riding - helps - less - planes - means - future - ran - red - wrote - loans - spend - dreaming - proof - shooting - crack - cracked - dares - invited - breaks - embarrassed - wondering - aw - style - granted - embarrassing - mixed - su - spawning - stubbed - toe - bodies - expectantly - meant - beginning - traumatized - freda - sooner - applies - philosophers - rots - trivial - torture - stiff - venom - fangs - wake - bended - voice - build - unbelievable - hiring - resumes - eventually - aggressive - awhile - especially - further - mass - pointless - claus - neither - mmm - cannes - figures - burnt - debate - exception - busy - safe - possible - spring - starting - buy - rest - office - complaint - accepted - ten - area - seats - foam - vibrations - drives - popped - slightly - exaggerated - scientific - proposed - bathroom - awful - scene - adders - afford - packet - forward - customer - brand - yellow - fifteen - brian - asking - percent - girlfriend - acceptance - patient - patience - dishonest - cheese - restaurant - t - sixty - direct - holiday - inn - refund - hmmm - receiving - sim - browns - unacceptable - northwest - dorky - putt - change - filling - z - x - simple - mail - request - raise - town - hadn - played - pennies - visa - visit - loves - list - environment - frustrated - ride - imagine - flew - nash - replace - paris - personal - issue - flights - track - angry - headstone - cemetery - cancer - poetry - palm - l - dropped - bunch - p - chair - broke - o - allow - nights - talent - ignoring - center - lovely - sneaking - whose - es - naturally - stays - wide - bought - arm - exact - curtsy - wiggle - superficial - paint - naked - vendome - rouser - younger - jealous - fascinating - duty - photographer - studio - cad - restraint - ill - knee - applying - questions - picture - fake - apartment - cash - drink - upset - sending - flying - speak - details - wherever - unfortunate - education - leaves - basically - hospital - messed - sounds - pinch - malibu - drop - team - professional - till - ambiguous - seeing - ugh - wet - heading - release - fire - inside - pr - includes - rub - ludicrous - wriggle - flippancy - acid - sweetness - curling - dressing - gown - broach - enjoyable - original - '''em' - early - ok - daughter - age - steps - rejected - starts - competitive - hired - worse - itself - nowhere - unfortunately - process - fault - decision - package - easy - transferred - straight - suckers - none - returning - throwing - cork - softest - breathe - road - catch - threw - canal - comb - towels - sacred - savor - delight - needn - late - web - website - rough - daddy - talked - feeling - talented - interview - food - looks - misplaced - theft - likely - stuck - tags - cult - everywhere - menu - choose - press - lady - bill - department - online - immediately - miles - notice - vote - heavens - yell - anna - tables - hasn - stole - losing - unfair - positive - boston - celebrate - system - turning - newspapers - pays - dare - jokes - swine - demand - building - finished - staying - cheap - anyways - okey - lobster - wonderful - harvard - engineering - summer - lawyer - mr - lax - delta - funeral - report - property - whoever - corporate - miso - soup - holy - olivia - camera - power - sold - testing - greens - explain - agreement - undecided - access - babies - street - vegas - slot - honeymoon - husband - penny - slots - wheel - cat - citizenship - england - fan - spending - craig - services - monster - baloney - saving - necessarily - carousel - cameras - airplane - sentimental - value - incredibly - shopping - jet - clothes - apologize - allowed - amount - candy - redlands - sprinklers - whenever - brain - park - holding - memorized - surgery - audience - joy - scholarships - commuting - h - ruined - mm - bet - neighborhood - sticking - woo - teach - class - confused - clock - foolish - ocean - distinctly - whispered - wishing - white - elliott - strange - quest - ultimate - truth - shan - word - disagreeable - wench - birthday - national - thin - rent - colors - citizen - account - '''til' - hire - short - fuse - america - audition - sponge - language - arriving - reimbursement - computer - cover - ass - dealing - quick - freaks - pitch - hitting - housing - force - scholarship - dirty - depends - helicopter - wild - sport - games - streets - although - mi - trust - cracker - curtsey - bicker - irons - besides - splendid - born - weekends - letting - tear - apart - touch - flipped - hot - outside - flowers - candles - approve - surprised - lead - ends - worthless - apparently - worker - annoy - belongings - disappeared - under - case - checking - admit - risk - agreed - yesterday - country - financial - aid - within - automated - systems - specific - rate - star - aisle - afternoon - maui - machine - waste - available - confirmed - thinkin - liked - kicked - intermittently - burned - desire - fade - passion - laughable - cunning - mirrors - painted - wooden - snake - suspicious - nosey - silly - wonders - order - standard - site - sense - dangerous - cute - whether - considering - opinion - f - few - guarantee - possessions - claims - sue - easier - cared - expected - trip - europe - its - circles - large - store - macy - rotary - instead - showed - hundreds - planned - someplace - sensitive - popping - opened - backrub - fantasy - damned - sheet - cut - purchase - amy - quit - clapping - onstage - eighteen - auditioning - rejection - prepared - thirty - master - kelly - natalie - pants - isabella - verizon - goodbye - fucking - challenge - slept - created - checkbook - argument - uhh - perhaps - loath - complete - sad - priorities - between - moving - song - temporary - pulling - smith - receptionist - extra - lodging - eh - la - cost - boss - peanuts - doctor - production - downtown - april - contracts - incompetent - realtor - fix - payphone - verify - electrical - outage - symptoms - nature - pilot - hook - realizes - bother - trade - event - meadow - faint - blues - bananas - overnight - station - attention - purchasing - terms - taser - excellent - counsel - sorority - golfing - library - dork - taco - branch - separate - sacrifices - mothers - kicking - videotape - stream - sitters - moved - computers - machines - bride - cruise - likes - tabs - plays - giant - renamed - brenda - lumber - janet - state - quarters - costs - escort - reliable - board - posting - trail - following - fantastic - mighty - recommending - generally - outline - affords - save - carpool - frustration - refuse - anger - fourth - lines - fourteen - mileage - candid - packed - replaced - expensive - lawsuit - cruising - bruising - president - mistakenly - behalf - listed - liable - held - sean - badge - employee - impression - cemeteries - urban - oasis - wandering - hers - pathetic - ground - stones - tumors - heather - built - prospect - garden - section - parties - feet - poems - curly - tree - crown - john - dunn - begin - wheelchair - reciting - envelope - grants - mold - minds - mess - rapper - ho - masters - teacher - dash - popular - seasoning - messing - ruin - woke - darkest - beating - bush - porch - fresh - rooms - sweetest - pets - cheeked - brooch - however - jones - voices - berating - christmas - shame - bunker - guard - spread - companies - shipping - shock - group - dual - unattached - engagement - sock - dude - lucked - blush - beige - loaded - craziest - offered - spoke - english - accent - illegal - jail - caught - hardcore - tropical - bahamas - tahiti - wealthy - royalty - removed - attitude - extremely - hostile - cutting - sentence - jumping - produce - field - shake - across - soaked - dying - georgia - educated - boarding - attendance - seat - offer - publicize - abuse - insinuating - smug - mouth - tossing - hanky - black - wheels - easily - overhead - compartment - data - collecting - lip - coffee - smoking - cigarettes - union - differently - numb - sickness - boom - mortality - affecting - slow - books - per - diem - victorian - houses - west - sider - commute - practice - neon - softballs - glow - co - ed - nationally - ranked - ping - pong - denigrate - rookie - donuts - recently - pitcher - hitter - mostly - shortstop - ex - trojans - sports - nicer - monica - player - type - helipad - fell - literally - doubt - cares - mustache - papers - crying - floorboards - sorted - everyday - seas - bringing - sacrifice - guilty - opening - return - jumped - distinctively - direction - tiny - action - passed - cheeks - darn - urgh - restrain - self - centered - registration - lunch - documents - identifications - deadline - carries - official - documentation - government - wireless - crucial - pulls - kinda - girly - radiant - ya - shine - invitations - response - mcdonald - level - member - pavement - indicators - prejudice - against - applications - hating - physically - amateur - crawl - dumber - cases - etiquette - bug - opinions - magically - irresponsible - carrousel - contents - main - liability - provides - shops - reimbursed - investigate - provide - uncommon - johnny - conscious - stories - africa - image - hurts - goout - gradual - impact - subside - heals - parts - football - recognizable - accomplished - prestige - load - worrying - decide - tour - friendly - ivy - walls - collegiate - g - choices - math - prestigious - departments - orientation - graduate - shiloh - valued - customers - previous - purchases - scheduling - highly - discounted - uses - corporation - hotels - rated - aisles - switch - fortunately - allows - spare - shuttle - appropriate - traveling - deals - shuttles - sleeps - gee - futile - moralists - unbearable - flippant - shibboleths - rush - madly - piazza - iron - dri - counter - applica - lonely - disappear - video - definitive - magazine - boyfriend - stage - golly - concert - crew - freak - guaranteed - nervous - hah - persistence - factors - types - male - female - consideration - cooking - reconsidering - uhm - retirement - foot - persistent - table - skewed - painting - outer - employment - unlucky - planet - normal - peoples - reading - difficulties - loading - mishap - cart - shipped - tracking - reim - tight - error - continue - 'false' - compensate - policy - gifts - nobodies - tag - originally - shoe - core - memories - kathy - lasted - gary - closed - surreal - troops - loving - los - angeles - schools - kinds - secrets - explore - rip - nuts - champions - leaning - towards - communications - broad - confined - ropes - recording - depending - leads - bypass - zero - pleasant - ebay - bye - steve - hint - asks - tone - pretend - protection - rid - submit - print - regarding - grievance - sites - protected - processed - careful - secure - unreliable - trash - kept - spotting - certain - specifically - pushing - headed - ears - watched - sends - ceaseless - wear - often - pleasure - sonya - promoted - nurses - mommy - va - videotaped - cousin - postpone - performance - swear - cast - spotlight - microphone - tripped - surprise - scored - points - members - loser - marrying - weddings - carats - lousy - chaperone - drowsy - deserve - cry - tears - happiness - marriage - commercials - refection - financially - studied - passing - russel - crowe - pooling - funds - owe - learning - role - auditions - denny - tip - teaching - oof - france - steal - keys - laughing - rosenkrantz - thingy - bopper - limit - whoa - ways - suffered - disease - handsome - gifted - parent - ripped - uveny - tricia - chemo - baseball - benny - nat - nation - bread - eat - beer - dorm - sometime - mattresses - reserved - grauman - scale - whooooo - acti - film - art - academy - films - fuck - ethiopia - cuddle - profanity - provider - satellites - average - compensating - unbeknownst - satellite - exaggerate - advising - addressed - fax - dumb - fritz - incoming - million - grown - fella - shootin - travel - sat - instinct - goosebumps - arms - danced - intimately - spart - strumpets - bristling - diamonds - taste - portion - side - stairs - condescending - copy - proceed - remove - missy - behaving - sweetie - deploy - specialist - increase - triple - promotion - retire - quiets - faster - career - lame - drew - barrymore - nasty - mouse - cheesy - jane - tarzan - engaged - esmeralda - hitched - spontaneous - character - conga - dim - pulled - chucky - sarah - guiding - graduated - apply - colleges - energy - busing - clerk - excuses - qualified - chang - investment - banking - deloitte - touche - temp - degrading - smarter - astronaut - biomedical - internship - plus - breaking - evicting - typing - shoot - degree - science - club - joking - doomed - maryland - cooperate - emergency - pounds - urn - deduction - sherlock - holmes - vessel - burst - caption - therefore - placed - firing - lobby - fastest - ibm - misplace - count - hanging - explanation - follow - footsteps - overboard - paralyzed - coma - fucked - studying - countries - goal - met - greatest - hopefully - mmmm - cinema - chapter - professionals - sipping - martinis - sushi - vat - assistance - starve - south - central - firm - police - officer - viacom - digits - speaking - network - charging - connect - outages - hurricane - katrina - chose - maam - proven - failing - receive - cuts - using - flip - writing - ms - fall - older - game - orange - pink - goodies - battling - sees - flat - stronger - acted - deserves - hats - shore - pokes - nah - paul - boats - dammit - enjoys - bound - harm - pleasured - lure - devil - rile - topic - initialed - lets - correctly - spelled - signed - shitty - timing - susie - tours - emotionally - bullshit - enlist - lie - traditional - church - cabins - flowery - naturey - midsummer - excitement - hoping - attacked - bears - trim - cooler - dog - tanish - contrast - cake - buffet - fried - chicken - mashed - potatoes - happier - thrilled - ecstatic - rushed - pressure - interviews - favors - bite - excessive - unemployed - cab - gas - possibly - extreme - trained - presentable - quote - buck - chugging - engine - realm - minimum - wage - fry - flipper - bottom - clear - affect - cle - dressed - shave - legs - presentation - eighty - success - position - training - mcdonalds - tv - rainbow - colored - crap - safely - destination - percoes - equivalent - amends - courtesy - inconveniencing - near - communicate - conditions - frequently - current - expecting - pissed - honor - grandmother - condition - inevitable - peace - general - mace - present - knife - puny - underwater - basket - weaving - lying - decided - works - worried - occasion - cruisers - vibe - greek - lessons - suck - celebrating - crush - throughout - test - waters - movies - vermont - cruiser - abused - frat - boys - dorms - dell - requests - fixed - dealt - worries - refunded - situa - relevant - ordered - orders - others - incorrectly - tomatoes - del - cents - attached - cuz - hoped - opportunity - rushing - goods - skipped - breath - kleenex - alaska - bearing - hated - holes - calf - witch - whore - <sos/eos> init: null input_size: null ctc_conf:     dropout_rate: 0.0     ctc_type: builtin     reduce: true     ignore_nan_grad: true joint_net_conf: null model_conf:     ctc_weight: 0.5     ignore_id: -1     lsm_weight: 0.0     length_normalized_loss: false     report_cer: true     report_wer: true     sym_space: <space>     sym_blank: <blank>     extract_feats_in_collect_stats: true use_preprocessor: true token_type: word 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: default frontend_conf:     fs: 16k specaug: specaug specaug_conf:     apply_time_warp: true     time_warp_window: 5     time_warp_mode: bicubic     apply_freq_mask: true     freq_mask_width_range:     - 0     - 30     num_freq_mask: 2     apply_time_mask: true     time_mask_width_range:     - 0     - 40     num_time_mask: 2 normalize: utterance_mvn normalize_conf: {} preencoder: null preencoder_conf: {} encoder: conformer encoder_conf:     output_size: 512     attention_heads: 4     linear_units: 2048     num_blocks: 12     dropout_rate: 0.1     positional_dropout_rate: 0.1     attention_dropout_rate: 0.1     input_layer: conv2d     normalize_before: true     macaron_style: true     pos_enc_layer_type: rel_pos     selfattention_layer_type: rel_selfattn     activation_type: swish     use_cnn_module: true     cnn_module_kernel: 31 postencoder: null postencoder_conf: {} decoder: transformer decoder_conf:     attention_heads: 4     linear_units: 2048     num_blocks: 6     dropout_rate: 0.1     positional_dropout_rate: 0.1     self_attention_dropout_rate: 0.1     src_attention_dropout_rate: 0.1 required: - output_dir - token_list version: 0.10.7a1 distributed: false ```  </details>    