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checkpoints/onset_v1/training_log.jsonl
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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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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{"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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