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logs/onset_v1/training_log.jsonl
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| 1 |
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{"epoch": 1, "lr": 0.00015, "elapsed": 401.1911156177521, "train": {"onset_f1": 0.00030849844138579205, "onset_precision": 0.007758031442241968, "onset_recall": 0.0001603501053974523, "accuracy": 0.508516009506709, "loss": 1.2170452049800329}, "val": {"onset_f1": 0.00011648223645894001, "onset_precision": 0.0008912655971479501, "onset_recall": 6.231306081754735e-05, "accuracy": 0.30594942304667055, "loss": 1.2420502480338602}}
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| 2 |
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{"epoch": 2, "lr": 0.0003, "elapsed": 405.8177824020386, "train": {"onset_f1": 0.09990784723085176, "onset_precision": 0.27574316644399033, "onset_recall": 0.07004358336735787, "accuracy": 0.649299822049794, "loss": 1.0134572825933759}, "val": {"onset_f1": 0.011343187379770593, "onset_precision": 0.028878978688656416, "onset_recall": 0.007335009880437125, "accuracy": 0.7536031398487424, "loss": 0.78334200908156}}
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| 3 |
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{"epoch": 3, "lr": 0.00029948767395100045, "elapsed": 401.4433808326721, "train": {"onset_f1": 0.0970350445238875, "onset_precision": 0.16999901334184156, "onset_recall": 0.08717358550048056, "accuracy": 0.666317813456883, "loss": 0.9842293762174764}, "val": {"onset_f1": 0.03962661294142712, "onset_precision": 0.029780313723037414, "onset_recall": 0.06349035567677018, "accuracy": 0.6451112924702421, "loss": 0.9234511238687179}}
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| 4 |
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{"epoch": 4, "lr": 0.00029795419551040833, "elapsed": 400.9983193874359, "train": {"onset_f1": 0.09642658899607352, "onset_precision": 0.10689540690450913, "onset_recall": 0.10303327732127956, "accuracy": 0.6862625647273841, "loss": 0.955050115746663}, "val": {"onset_f1": 0.044820529765292154, "onset_precision": 0.03382142511711102, "onset_recall": 0.07004622066317834, "accuracy": 0.7825954460478989, "loss": 0.7257074240375968}}
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| 5 |
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{"epoch": 5, "lr": 0.0002954100398908995, "elapsed": 406.2172031402588, "train": {"onset_f1": 0.09319717624399186, "onset_precision": 0.08625423582838368, "onset_recall": 0.11801281783347102, "accuracy": 0.6981975527838786, "loss": 0.9343550823684922}, "val": {"onset_f1": 0.03431190138512367, "onset_precision": 0.03841667855256019, "onset_recall": 0.033014606249246396, "accuracy": 0.7940116309598428, "loss": 0.7179579401717466}}
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| 6 |
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{"epoch": 6, "lr": 0.00029187258625509513, "elapsed": 403.79212403297424, "train": {"onset_f1": 0.09401905104978317, "onset_precision": 0.08838301434776488, "onset_recall": 0.1198207272944819, "accuracy": 0.6969353187072159, "loss": 0.9342319120589951}, "val": {"onset_f1": 0.041016496580578134, "onset_precision": 0.03773250701976802, "onset_recall": 0.04825292385312329, "accuracy": 0.8015811502308391, "loss": 0.6897105706088683}}
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| 7 |
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{"epoch": 7, "lr": 0.00028736599899825856, "elapsed": 400.9685595035553, "train": {"onset_f1": 0.09283080254222864, "onset_precision": 0.08170372245657775, "onset_recall": 0.12747355737621874, "accuracy": 0.7043787173156772, "loss": 0.9192703794267841}, "val": {"onset_f1": 0.05353994098666924, "onset_precision": 0.03687893704033129, "onset_recall": 0.10104032233457243, "accuracy": 0.7949690789698246, "loss": 0.6824616027228972}}
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| 8 |
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{"epoch": 8, "lr": 0.00028192106268097334, "elapsed": 399.9018905162811, "train": {"onset_f1": 0.09429253367754004, "onset_precision": 0.07801151769938681, "onset_recall": 0.12980409664936327, "accuracy": 0.7108266568607015, "loss": 0.9120542014900007}, "val": {"onset_f1": 0.05553415295858173, "onset_precision": 0.033987864033172686, "onset_recall": 0.1549113814172145, "accuracy": 0.7943127036257885, "loss": 0.6904471989940194}}
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| 9 |
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{"epoch": 9, "lr": 0.00027557497173937923, "elapsed": 400.4274868965149, "train": {"onset_f1": 0.09415448413654826, "onset_precision": 0.07666325007659949, "onset_recall": 0.13337997586598724, "accuracy": 0.7095897225740257, "loss": 0.9150592422574982}, "val": {"onset_f1": 0.051594153204420935, "onset_precision": 0.038911858277031, "onset_recall": 0.07998050543641784, "accuracy": 0.8090345025805551, "loss": 0.6733125965384876}}
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| 10 |
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{"epoch": 10, "lr": 0.00026837107640945905, "elapsed": 395.236310005188, "train": {"onset_f1": 0.09253440005052509, "onset_precision": 0.07738696067750303, "onset_recall": 0.130372719217783, "accuracy": 0.7061291621911918, "loss": 0.9185176027896709}, "val": {"onset_f1": 0.05403116572004694, "onset_precision": 0.03866205682891243, "onset_recall": 0.09332905438766995, "accuracy": 0.7933677324784418, "loss": 0.6726029445143307}}
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| 11 |
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{"epoch": 11, "lr": 0.0002603585866009697, "elapsed": 397.811354637146, "train": {"onset_f1": 0.09061902591309355, "onset_precision": 0.07209346925568949, "onset_recall": 0.13194159365980604, "accuracy": 0.7160759875434859, "loss": 0.9065993762105927}, "val": {"onset_f1": 0.048977303951841064, "onset_precision": 0.03745893126467259, "onset_recall": 0.07374082703881885, "accuracy": 0.8096213781966348, "loss": 0.6719312273404178}}
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| 12 |
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{"epoch": 12, "lr": 0.00025159223574386114, "elapsed": 394.9908082485199, "train": {"onset_f1": 0.09394096666149351, "onset_precision": 0.07346286465150223, "onset_recall": 0.14182092525178255, "accuracy": 0.7186643314042032, "loss": 0.8943000281215611}, "val": {"onset_f1": 0.057279802991239505, "onset_precision": 0.0335904993857374, "onset_recall": 0.19910340222012152, "accuracy": 0.7950338306762158, "loss": 0.6749809235334396}}
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| 13 |
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{"epoch": 13, "lr": 0.00024213190690345018, "elapsed": 401.66145372390747, "train": {"onset_f1": 0.0936627611465233, "onset_precision": 0.07843689807540766, "onset_recall": 0.13483858508631758, "accuracy": 0.7152320767269984, "loss": 0.8999442812195397}, "val": {"onset_f1": 0.050888550081088335, "onset_precision": 0.0362846190288818, "onset_recall": 0.08872154139594592, "accuracy": 0.812345878511422, "loss": 0.6609488559119842}}
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| 14 |
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{"epoch": 14, "lr": 0.00023204222371836405, "elapsed": 401.13542008399963, "train": {"onset_f1": 0.09380522446306118, "onset_precision": 0.07344477204295032, "onset_recall": 0.13904736162948111, "accuracy": 0.719852419561697, "loss": 0.8934402147630104}, "val": {"onset_f1": 0.054081175060380356, "onset_precision": 0.031947492837966454, "onset_recall": 0.1794986640442635, "accuracy": 0.7978521336256273, "loss": 0.6946665793657303}}
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| 15 |
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{"epoch": 15, "lr": 0.00022139210895556104, "elapsed": 400.16200709342957, "train": {"onset_f1": 0.09388036564101598, "onset_precision": 0.07191912316362001, "onset_recall": 0.14450489525070043, "accuracy": 0.72279646344005, "loss": 0.8807251386176375}, "val": {"onset_f1": 0.05414892211184968, "onset_precision": 0.03879424050687952, "onset_recall": 0.09290998910507918, "accuracy": 0.8137855884105623, "loss": 0.6423242968671462}}
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| 16 |
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{"epoch": 16, "lr": 0.0002102543136979454, "elapsed": 397.69477248191833, "train": {"onset_f1": 0.09443333557291458, "onset_precision": 0.07614167318546118, "onset_recall": 0.1342921077861005, "accuracy": 0.7202344213411992, "loss": 0.8957326369626182}, "val": {"onset_f1": 0.05796689094108429, "onset_precision": 0.03482048030797537, "onset_recall": 0.17768143207483933, "accuracy": 0.7956898686737642, "loss": 0.6958479925113565}}
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| 17 |
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{"epoch": 17, "lr": 0.00015, "elapsed": 403.28541469573975, "train": {"onset_f1": 0.09121596285273265, "onset_precision": 0.06790018581503023, "onset_recall": 0.14381582660846878, "accuracy": 0.7233209957195758, "loss": 0.8868105039560705}, "val": {"onset_f1": 0.056986949829537586, "onset_precision": 0.03881576468420983, "onset_recall": 0.1108864051949522, "accuracy": 0.8141978726670286, "loss": 0.6497300275984932}}
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{"epoch": 18, "lr": 0.00015, "elapsed": 389.0530378818512, "train": {"onset_f1": 0.09121596285273265, "onset_precision": 0.06790018581503023, "onset_recall": 0.14381582660846878, "accuracy": 0.7233209957195758, "loss": 0.8868105039560705}, "val": {"onset_f1": 0.056986949829537586, "onset_precision": 0.03881576468420983, "onset_recall": 0.1108864051949522, "accuracy": 0.8141978726670286, "loss": 0.6497300275984932}}
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| 19 |
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{"epoch": 19, "lr": 0.0003, "elapsed": 396.765775680542, "train": {"onset_f1": 0.0945392157075855, "onset_precision": 0.0734952193570054, "onset_recall": 0.14235023163412114, "accuracy": 0.7255250833640602, "loss": 0.8833466512816293}, "val": {"onset_f1": 0.04642852801023713, "onset_precision": 0.03808615955204811, "onset_recall": 0.061447171684320775, "accuracy": 0.8175749083103935, "loss": 0.639265899272526}}
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| 20 |
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{"epoch": 20, "lr": 0.00029948767395100045, "elapsed": 396.11457204818726, "train": {"onset_f1": 0.09433716389191299, "onset_precision": 0.07555833495832413, "onset_recall": 0.13935042704107187, "accuracy": 0.7210029337736663, "loss": 0.8933893249447185}, "val": {"onset_f1": 0.043614333119973134, "onset_precision": 0.03652896920142137, "onset_recall": 0.056549717101640896, "accuracy": 0.767488435412198, "loss": 0.7233238605891957}}
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| 21 |
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{"epoch": 21, "lr": 0.00029795419551040833, "elapsed": 393.30839800834656, "train": {"onset_f1": 0.09503428141633591, "onset_precision": 0.076860867686694, "onset_recall": 0.13571816276196996, "accuracy": 0.7242573384420539, "loss": 0.8884845790558291}, "val": {"onset_f1": 0.04735590564188704, "onset_precision": 0.03575599627716026, "onset_recall": 0.07238364273801559, "accuracy": 0.8171497444596413, "loss": 0.6501839011907578}}
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| 22 |
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{"epoch": 22, "lr": 0.0002954100398908995, "elapsed": 396.4860827922821, "train": {"onset_f1": 0.09207606983239429, "onset_precision": 0.0711861687619182, "onset_recall": 0.14451351121367692, "accuracy": 0.7243242200650879, "loss": 0.8837045787420488}, "val": {"onset_f1": 0.04428112892834924, "onset_precision": 0.037245806738761995, "onset_recall": 0.05762426028745541, "accuracy": 0.813013224965748, "loss": 0.6469378041870454}}
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| 23 |
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{"epoch": 23, "lr": 0.00029187258625509513, "elapsed": 395.02996730804443, "train": {"onset_f1": 0.09473932892018262, "onset_precision": 0.07789271981229248, "onset_recall": 0.13910617900278996, "accuracy": 0.7223859054619493, "loss": 0.8900665219565084}, "val": {"onset_f1": 0.05243325246047707, "onset_precision": 0.03890200579829564, "onset_recall": 0.08342157513958785, "accuracy": 0.8203406047783545, "loss": 0.6365670570555855}}
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| 24 |
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{"epoch": 24, "lr": 0.00028736599899825856, "elapsed": 393.290513753891, "train": {"onset_f1": 0.09371747049077357, "onset_precision": 0.07402512815110254, "onset_recall": 0.14436632630573976, "accuracy": 0.7252132196162047, "loss": 0.8816660519381215}, "val": {"onset_f1": 0.055941647612958244, "onset_precision": 0.037371130462347406, "onset_recall": 0.11405881252313682, "accuracy": 0.8100939006242327, "loss": 0.6412901203421986}}
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| 25 |
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{"epoch": 1, "lr": 0.00015, "elapsed": 425.182240486145, "train": {"onset_f1": 0.00030849844138579205, "onset_precision": 0.007758031442241968, "onset_recall": 0.0001603501053974523, "accuracy": 0.508516009506709, "loss": 1.2170452049800329}, "val": {"onset_f1": 0.00011648223645894001, "onset_precision": 0.0008912655971479501, "onset_recall": 6.231306081754735e-05, "accuracy": 0.30594942304667055, "loss": 1.2420502480338602}}
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{"epoch": 2, "lr": 0.0003, "elapsed": 428.20116090774536, "train": {"onset_f1": 0.09990998711973989, "onset_precision": 0.2757712930665435, "onset_recall": 0.07004358336735787, "accuracy": 0.6492855439504946, "loss": 1.013453578814528}, "val": {"onset_f1": 0.012580278642319646, "onset_precision": 0.03042667520548276, "onset_recall": 0.008233697958477946, "accuracy": 0.7519486369668401, "loss": 0.7854805816622341}}
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| 28 |
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{"epoch": 4, "lr": 0.00029795419551040833, "elapsed": 427.2452013492584, "train": {"onset_f1": 0.09634251792328734, "onset_precision": 0.10679924399334872, "onset_recall": 0.10288509932832082, "accuracy": 0.6862535469804576, "loss": 0.9550722561832657}, "val": {"onset_f1": 0.04255337453696987, "onset_precision": 0.03401150728748599, "onset_recall": 0.060247223332723455, "accuracy": 0.7839686680850505, "loss": 0.7254074268481311}}
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| 29 |
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{"epoch": 5, "lr": 0.0002954100398908995, "elapsed": 424.4314754009247, "train": {"onset_f1": 0.09314141074763034, "onset_precision": 0.08610537403592548, "onset_recall": 0.11796410693060062, "accuracy": 0.6981862806002215, "loss": 0.9343485453523191}, "val": {"onset_f1": 0.03433894369317442, "onset_precision": 0.03830352271820901, "onset_recall": 0.033206332213468207, "accuracy": 0.793901522055038, "loss": 0.7200675571666044}}
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| 30 |
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{"epoch": 6, "lr": 0.00029187258625509513, "elapsed": 424.56437945365906, "train": {"onset_f1": 0.09394737939964636, "onset_precision": 0.08839111140666367, "onset_recall": 0.11968460710028847, "accuracy": 0.6968999991984226, "loss": 0.9342650145964515}, "val": {"onset_f1": 0.03984140223838903, "onset_precision": 0.038436442887664984, "onset_recall": 0.04456332075522839, "accuracy": 0.8020005670095222, "loss": 0.6893544433748021}}
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| 31 |
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{"epoch": 7, "lr": 0.00028736599899825856, "elapsed": 430.2781810760498, "train": {"onset_f1": 0.09264790878817232, "onset_precision": 0.08154050259680161, "onset_recall": 0.12721051545323073, "accuracy": 0.7044120328807093, "loss": 0.919250676506444}, "val": {"onset_f1": 0.0526812374880702, "onset_precision": 0.03695187507059894, "onset_recall": 0.09505744913403262, "accuracy": 0.7931588004420999, "loss": 0.6818423823398703}}
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| 32 |
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{"epoch": 8, "lr": 0.00015, "elapsed": 416.99681854248047, "train": {"onset_f1": 0.09152422895892584, "onset_precision": 0.07543400552869883, "onset_recall": 0.12155508529788023, "accuracy": 0.706618625454895, "loss": 0.9195667980308819}, "val": {"onset_f1": 0.05058982306481058, "onset_precision": 0.03758870797022769, "onset_recall": 0.0802236606047059, "accuracy": 0.7976011755766609, "loss": 0.6807634164305294}}
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| 33 |
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{"epoch": 9, "lr": 0.0003, "elapsed": 416.8331866264343, "train": {"onset_f1": 0.09364078453917381, "onset_precision": 0.07799743787263327, "onset_recall": 0.12806593345675416, "accuracy": 0.7129969279542141, "loss": 0.9074848711042476}, "val": {"onset_f1": 0.04220269482864042, "onset_precision": 0.03832988882223186, "onset_recall": 0.049504923770899156, "accuracy": 0.8077651091663671, "loss": 0.6613339220776278}}
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{"epoch": 10, "lr": 0.00029948767395100045, "elapsed": 415.2170066833496, "train": {"onset_f1": 0.09411978328128091, "onset_precision": 0.08144326907472477, "onset_recall": 0.1279879336640534, "accuracy": 0.7093332177725764, "loss": 0.9138626026031667}, "val": {"onset_f1": 0.04065859380481501, "onset_precision": 0.03759126724546078, "onset_recall": 0.0469737432662453, "accuracy": 0.7537526161996931, "loss": 0.7462055805851432}}
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| 36 |
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{"epoch": 12, "lr": 0.0002954100398908995, "elapsed": 413.41293811798096, "train": {"onset_f1": 0.09271786786285226, "onset_precision": 0.07431252235948405, "onset_recall": 0.13892547813263006, "accuracy": 0.716518107635828, "loss": 0.8995576722729475}, "val": {"onset_f1": 0.039618605888683656, "onset_precision": 0.03755773887439971, "onset_recall": 0.04438734898682743, "accuracy": 0.8018270159086731, "loss": 0.6730928087935728}}
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{"epoch": 13, "lr": 0.00029187258625509513, "elapsed": 408.1899824142456, "train": {"onset_f1": 0.09372798203538321, "onset_precision": 0.08040032163863922, "onset_recall": 0.13161143874691592, "accuracy": 0.7142195841415907, "loss": 0.9048839619285182}, "val": {"onset_f1": 0.047638957754809336, "onset_precision": 0.03844659555316462, "onset_recall": 0.0659417057955602, "accuracy": 0.8140800148058664, "loss": 0.6557006020756329}}
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