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> Training Environment:
| > Backend: Torch
| > Mixed precision: False
| > Precision: float32
| > Current device: 0
| > Num. of GPUs: 1
| > Num. of CPUs: 4
| > Num. of Torch Threads: 1
| > Torch seed: 1
| > Torch CUDNN: True
| > Torch CUDNN deterministic: False
| > Torch CUDNN benchmark: False
| > Torch TF32 MatMul: False
> Start Tensorboard: tensorboard --logdir=/kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000
> Model has 520210334 parameters
 > EPOCH: 0/1
--> /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000
 > TRAINING (2024-12-30 00:40:53) 
 --> TIME: 2024-12-30 00:40:59 -- STEP: 0/6002 -- GLOBAL_STEP: 0
| > loss_text_ce: 0.06515222042798996 (0.06515222042798996)
| > loss_mel_ce: 4.35933780670166 (4.35933780670166)
| > loss: 0.07023000717163086 (0.07023000717163086)
| > current_lr: 2e-05
| > step_time: 0.9807 (0.980684757232666)
| > loader_time: 5.011 (5.010974884033203)
 --> TIME: 2024-12-30 00:41:32 -- STEP: 50/6002 -- GLOBAL_STEP: 50
| > loss_text_ce: 0.0714154914021492 (0.05677300453186035)
| > loss_mel_ce: 4.538961887359619 (4.309474253654479)
| > loss: 0.07318059355020523 (0.0693055161833763)
| > current_lr: 2e-05
| > step_time: 0.3499 (0.40001655101776123)
| > loader_time: 0.0204 (0.023595409393310552)
 --> TIME: 2024-12-30 00:42:08 -- STEP: 100/6002 -- GLOBAL_STEP: 100
| > loss_text_ce: 0.0570719838142395 (0.056429939679801464)
| > loss_mel_ce: 3.743692398071289 (4.229714846611023)
| > loss: 0.06032959744334221 (0.06803404808044435)
| > current_lr: 2e-05
| > step_time: 0.4057 (0.4142947006225586)
| > loader_time: 0.0206 (0.023020048141479493)
 --> TIME: 2024-12-30 00:42:43 -- STEP: 150/6002 -- GLOBAL_STEP: 150
| > loss_text_ce: 0.049538929015398026 (0.0560499673585097)
| > loss_mel_ce: 4.328329086303711 (4.174849181175231)
| > loss: 0.0694899782538414 (0.06715713324646157)
| > current_lr: 2e-05
| > step_time: 0.5515 (0.41716291904449465)
| > loader_time: 0.0255 (0.02196528752644857)
 --> TIME: 2024-12-30 00:43:17 -- STEP: 200/6002 -- GLOBAL_STEP: 200
| > loss_text_ce: 0.054111022502183914 (0.05602883899584413)
| > loss_mel_ce: 4.118595600128174 (4.145706747770308)
| > loss: 0.06623344123363495 (0.06669421954080464)
| > current_lr: 2e-05
| > step_time: 0.5668 (0.41655393481254577)
| > loader_time: 0.0265 (0.021545835733413687)
 --> TIME: 2024-12-30 00:43:53 -- STEP: 250/6002 -- GLOBAL_STEP: 250
| > loss_text_ce: 0.05266840383410454 (0.05626189817488193)
| > loss_mel_ce: 3.910038948059082 (4.12213167285919)
| > loss: 0.0629001185297966 (0.06632371117174625)
| > current_lr: 2e-05
| > step_time: 0.5109 (0.41988922309875487)
| > loader_time: 0.0226 (0.022366214752197258)
 --> TIME: 2024-12-30 00:44:29 -- STEP: 300/6002 -- GLOBAL_STEP: 300
| > loss_text_ce: 0.05683859810233116 (0.05601276961465675)
| > loss_mel_ce: 4.219578742980957 (4.099334518114725)
| > loss: 0.06787963956594467 (0.06595789709438883)
| > current_lr: 2e-05
| > step_time: 0.4348 (0.4207726891835531)
| > loader_time: 0.0224 (0.022076896826426187)
 --> TIME: 2024-12-30 00:45:08 -- STEP: 350/6002 -- GLOBAL_STEP: 350
| > loss_text_ce: 0.044344108551740646 (0.055556114677871964)
| > loss_mel_ce: 3.7107062339782715 (4.070472672326225)
| > loss: 0.0596039779484272 (0.06549252404698305)
| > current_lr: 2e-05
| > step_time: 0.4971 (0.4276037107195173)
| > loader_time: 0.0217 (0.022390334946768616)
 --> TIME: 2024-12-30 00:45:47 -- STEP: 400/6002 -- GLOBAL_STEP: 400
| > loss_text_ce: 0.0527290478348732 (0.05509645413607358)
| > loss_mel_ce: 3.820908546447754 (4.052298977971077)
| > loss: 0.06148631498217583 (0.06519675652496519)
| > current_lr: 2e-05
| > step_time: 0.5628 (0.43396412491798403)
| > loader_time: 0.0319 (0.023008353114128105)
 --> TIME: 2024-12-30 00:46:28 -- STEP: 450/6002 -- GLOBAL_STEP: 450
| > loss_text_ce: 0.04684777930378914 (0.054561283124817735)
| > loss_mel_ce: 3.5724918842315674 (4.03208053270976)
| > loss: 0.057449840009212494 (0.0648673341092136)
| > current_lr: 2e-05
| > step_time: 0.4442 (0.43995011965433756)
| > loader_time: 0.0385 (0.023660613165961363)
 --> TIME: 2024-12-30 00:47:08 -- STEP: 500/6002 -- GLOBAL_STEP: 500
| > loss_text_ce: 0.05178232863545418 (0.05419386119395494)
| > loss_mel_ce: 3.8179128170013428 (4.013754208564759)
| > loss: 0.061423737555742264 (0.06457060795277357)
| > current_lr: 2e-05
| > step_time: 0.4351 (0.44382260417938235)
| > loader_time: 0.021 (0.0242465329170227)
 --> TIME: 2024-12-30 00:47:49 -- STEP: 550/6002 -- GLOBAL_STEP: 550
| > loss_text_ce: 0.047568779438734055 (0.05374813327735121)
| > loss_mel_ce: 3.4093101024627686 (3.995024867491287)
| > loss: 0.0548710972070694 (0.0642662417346781)
| > current_lr: 2e-05
| > step_time: 0.5238 (0.44803730704567657)
| > loader_time: 0.0313 (0.02447750264948064)
 --> TIME: 2024-12-30 00:48:31 -- STEP: 600/6002 -- GLOBAL_STEP: 600
| > loss_text_ce: 0.05299987643957138 (0.05336446239923438)
| > loss_mel_ce: 3.9620959758758545 (3.9829211743672674)
| > loss: 0.06373168528079987 (0.06406802958498402)
| > current_lr: 2e-05
| > step_time: 0.3688 (0.45272538661956785)
| > loader_time: 0.0237 (0.025100063880284615)
 --> TIME: 2024-12-30 00:49:13 -- STEP: 650/6002 -- GLOBAL_STEP: 650
| > loss_text_ce: 0.039869651198387146 (0.05297219961308517)
| > loss_mel_ce: 3.6178348064422607 (3.971571400715753)
| > loss: 0.05805880203843117 (0.06388164805105104)
| > current_lr: 2e-05
| > step_time: 0.5515 (0.4573204598060021)
| > loader_time: 0.0349 (0.025463987497182983)
 --> TIME: 2024-12-30 00:49:53 -- STEP: 700/6002 -- GLOBAL_STEP: 700
| > loss_text_ce: 0.04789036512374878 (0.05269856259758984)
| > loss_mel_ce: 3.1897470951080322 (3.960677154745373)
| > loss: 0.05139107629656792 (0.06370438008436141)
| > current_lr: 2e-05
| > step_time: 0.5331 (0.4585217683655875)
| > loader_time: 0.0222 (0.025677199023110515)
 --> TIME: 2024-12-30 00:50:33 -- STEP: 750/6002 -- GLOBAL_STEP: 750
| > loss_text_ce: 0.04903426393866539 (0.05235202586650849)
| > loss_mel_ce: 3.7507827281951904 (3.952183329900105)
| > loss: 0.06031456217169762 (0.063564056908091)
| > current_lr: 2e-05
| > step_time: 0.4598 (0.4600483926137288)
| > loader_time: 0.0209 (0.025813505490620923)
 --> TIME: 2024-12-30 00:51:14 -- STEP: 800/6002 -- GLOBAL_STEP: 800
| > loss_text_ce: 0.04843737185001373 (0.052001516157761225)
| > loss_mel_ce: 3.813612699508667 (3.9399771541357027)
| > loss: 0.06130238622426987 (0.06336474441923208)
| > current_lr: 2e-05
| > step_time: 0.452 (0.4623320311307907)
| > loader_time: 0.0447 (0.026222133040428152)
 --> TIME: 2024-12-30 00:51:53 -- STEP: 850/6002 -- GLOBAL_STEP: 850
| > loss_text_ce: 0.04236367717385292 (0.05176480983110036)
| > loss_mel_ce: 3.7828478813171387 (3.93156464913312)
| > loss: 0.06071764603257179 (0.06322745533988763)
| > current_lr: 2e-05
| > step_time: 0.5618 (0.46261266652275534)
| > loader_time: 0.0252 (0.026229329109191887)
 --> TIME: 2024-12-30 00:52:35 -- STEP: 900/6002 -- GLOBAL_STEP: 900
| > loss_text_ce: 0.047320976853370667 (0.051462196343474924)
| > loss_mel_ce: 3.7794029712677 (3.9224287146992145)
| > loss: 0.06074165552854538 (0.06307763712273709)
| > current_lr: 2e-05
| > step_time: 0.365 (0.46458217965232)
| > loader_time: 0.0293 (0.02651050647099812)
 --> TIME: 2024-12-30 00:53:19 -- STEP: 950/6002 -- GLOBAL_STEP: 950
| > loss_text_ce: 0.04063806310296059 (0.051080070102685386)
| > loss_mel_ce: 3.681605339050293 (3.912775935624774)
| > loss: 0.059083230793476105 (0.06291835290820978)
| > current_lr: 2e-05
| > step_time: 0.59 (0.46797380020743923)
| > loader_time: 0.0344 (0.02678054031572843)
 --> TIME: 2024-12-30 00:54:00 -- STEP: 1000/6002 -- GLOBAL_STEP: 1000
| > loss_text_ce: 0.03466515988111496 (0.05072411434724928)
| > loss_mel_ce: 3.647614002227783 (3.9031041538715354)
| > loss: 0.058448877185583115 (0.06275918245315562)
| > current_lr: 2e-05
| > step_time: 0.6006 (0.46921859121322634)
| > loader_time: 0.0326 (0.026933390855789177)
> CHECKPOINT : /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000/checkpoint_1000.pth
 --> TIME: 2024-12-30 00:54:49 -- STEP: 1050/6002 -- GLOBAL_STEP: 1050
| > loss_text_ce: 0.03720691055059433 (0.05049646704324655)
| > loss_mel_ce: 3.634492874145508 (3.895418269974844)
| > loss: 0.05828095227479935 (0.06263357084421893)
| > current_lr: 2e-05
| > step_time: 0.6803 (0.4698747866494315)
| > loader_time: 0.0259 (0.02707027798607236)
 --> TIME: 2024-12-30 00:55:27 -- STEP: 1100/6002 -- GLOBAL_STEP: 1100
| > loss_text_ce: 0.04372158274054527 (0.05020217751914808)
| > loss_mel_ce: 3.841301679611206 (3.8885325037349348)
| > loss: 0.06166703999042511 (0.06251960169523962)
| > current_lr: 2e-05
| > step_time: 0.536 (0.4690507494319569)
| > loader_time: 0.0216 (0.02691093791614878)
 --> TIME: 2024-12-30 00:56:07 -- STEP: 1150/6002 -- GLOBAL_STEP: 1150
| > loss_text_ce: 0.04344001039862633 (0.049891536553268875)
| > loss_mel_ce: 3.857351064682007 (3.88399248579274)
| > loss: 0.061917323619127274 (0.06244260713134132)
| > current_lr: 2e-05
| > step_time: 0.42 (0.4698941127113674)
| > loader_time: 0.0208 (0.026855755888897437)
 --> TIME: 2024-12-30 00:56:50 -- STEP: 1200/6002 -- GLOBAL_STEP: 1200
| > loss_text_ce: 0.033987272530794144 (0.049562932327389744)
| > loss_mel_ce: 3.621717691421509 (3.878451368014017)
| > loss: 0.05802706629037857 (0.062349436931933046)
| > current_lr: 2e-05
| > step_time: 0.5804 (0.4715370986859004)
| > loader_time: 0.0216 (0.026945913434028624)
 --> TIME: 2024-12-30 00:57:29 -- STEP: 1250/6002 -- GLOBAL_STEP: 1250
| > loss_text_ce: 0.03858475387096405 (0.049267947962880164)
| > loss_mel_ce: 3.5365493297576904 (3.872005951499938)
| > loss: 0.0567481629550457 (0.06224244642257699)
| > current_lr: 2e-05
| > step_time: 0.6024 (0.47186745014190673)
| > loader_time: 0.0437 (0.02692571201324463)
 --> TIME: 2024-12-30 00:58:12 -- STEP: 1300/6002 -- GLOBAL_STEP: 1300
| > loss_text_ce: 0.042699337005615234 (0.04895416103876555)
| > loss_mel_ce: 3.6777493953704834 (3.8664688900800845)
| > loss: 0.059054743498563766 (0.06214957580543489)
| > current_lr: 2e-05
| > step_time: 0.4924 (0.473405724305373)
| > loader_time: 0.0251 (0.026990993206317607)
 --> TIME: 2024-12-30 00:58:51 -- STEP: 1350/6002 -- GLOBAL_STEP: 1350
| > loss_text_ce: 0.04449529945850372 (0.04867908271926423)
| > loss_mel_ce: 3.987880229949951 (3.8609918537846313)
| > loss: 0.06400596350431442 (0.06205827239210966)
| > current_lr: 2e-05
| > step_time: 0.3694 (0.4733051319475527)
| > loader_time: 0.022 (0.02691545150898121)
 --> TIME: 2024-12-30 00:59:32 -- STEP: 1400/6002 -- GLOBAL_STEP: 1400
| > loss_text_ce: 0.043076351284980774 (0.04838857771296588)
| > loss_mel_ce: 3.5007245540618896 (3.8561564145769385)
| > loss: 0.056250810623168945 (0.06197690820321448)
| > current_lr: 2e-05
| > step_time: 0.3938 (0.4743149391242436)
| > loader_time: 0.0182 (0.02689285925456456)
 --> TIME: 2024-12-30 01:00:13 -- STEP: 1450/6002 -- GLOBAL_STEP: 1450
| > loss_text_ce: 0.04536354914307594 (0.048120478725638904)
| > loss_mel_ce: 3.656296730041504 (3.849791132992711)
| > loss: 0.058756519109010696 (0.06187161645498776)
| > current_lr: 2e-05
| > step_time: 0.4568 (0.4748297306586956)
| > loader_time: 0.023 (0.026902113947375066)
 --> TIME: 2024-12-30 01:00:55 -- STEP: 1500/6002 -- GLOBAL_STEP: 1500
| > loss_text_ce: 0.04282931238412857 (0.04783202139288189)
| > loss_mel_ce: 3.8672728538513184 (3.8437720926602674)
| > loss: 0.06206511706113815 (0.06177149744580196)
| > current_lr: 2e-05
| > step_time: 0.3992 (0.47599708318710326)
| > loader_time: 0.033 (0.02696164576212565)
 --> TIME: 2024-12-30 01:01:37 -- STEP: 1550/6002 -- GLOBAL_STEP: 1550
| > loss_text_ce: 0.03644892945885658 (0.047564557125010815)
| > loss_mel_ce: 3.3587849140167236 (3.8376700284404133)
| > loss: 0.053892605006694794 (0.061670393809195555)
| > current_lr: 2e-05
| > step_time: 0.4156 (0.47683020468681087)
| > loader_time: 0.0219 (0.026962084616384198)
 --> TIME: 2024-12-30 01:02:16 -- STEP: 1600/6002 -- GLOBAL_STEP: 1600
| > loss_text_ce: 0.03620248660445213 (0.047290552968625)
| > loss_mel_ce: 3.75091290473938 (3.8332559795677654)
| > loss: 0.06011294573545456 (0.0615959802549333)
| > current_lr: 2e-05
| > step_time: 0.491 (0.4768118116259575)
| > loader_time: 0.0308 (0.026837269365787505)
 --> TIME: 2024-12-30 01:02:56 -- STEP: 1650/6002 -- GLOBAL_STEP: 1650
| > loss_text_ce: 0.04022151231765747 (0.04704102712147165)
| > loss_mel_ce: 3.6105027198791504 (3.829550101973793)
| > loss: 0.05794800445437431 (0.061533196074041514)
| > current_lr: 2e-05
| > step_time: 0.4398 (0.477017613324252)
| > loader_time: 0.02 (0.026812257622227526)
 --> TIME: 2024-12-30 01:03:36 -- STEP: 1700/6002 -- GLOBAL_STEP: 1700
| > loss_text_ce: 0.03919366002082825 (0.04680806023890483)
| > loss_mel_ce: 3.8266103267669678 (3.824273306481978)
| > loss: 0.061361972242593765 (0.06144573951249619)
| > grad_norm: 0 (0.0)
| > current_lr: 2e-05
| > step_time: 0.5966 (0.47707913819481346)
| > loader_time: 0.0251 (0.02679414650973152)
 --> TIME: 2024-12-30 01:04:16 -- STEP: 1750/6002 -- GLOBAL_STEP: 1750
| > loss_text_ce: 0.03542264178395271 (0.04654297460083452)
| > loss_mel_ce: 3.3795509338378906 (3.8188166097913463)
| > loss: 0.05420593172311783 (0.061354917562433706)
| > current_lr: 2e-05
| > step_time: 0.5547 (0.4774178545815604)
| > loader_time: 0.021 (0.02678633771623884)
 --> TIME: 2024-12-30 01:04:56 -- STEP: 1800/6002 -- GLOBAL_STEP: 1800
| > loss_text_ce: 0.03959862142801285 (0.04630284006914332)
| > loss_mel_ce: 3.632030963897705 (3.8139219266838493)
| > loss: 0.05827983841300011 (0.06127341252027292)
| > current_lr: 2e-05
| > step_time: 0.4546 (0.47767484996053905)
| > loader_time: 0.0296 (0.02680977953804864)
 --> TIME: 2024-12-30 01:05:38 -- STEP: 1850/6002 -- GLOBAL_STEP: 1850
| > loss_text_ce: 0.03346290811896324 (0.04606245842636439)
| > loss_mel_ce: 3.5330114364624023 (3.809879682643993)
| > loss: 0.05661070719361305 (0.06120543432396817)
| > current_lr: 2e-05
| > step_time: 0.4331 (0.4781890937444326)
| > loader_time: 0.0199 (0.026898370175748258)
 --> TIME: 2024-12-30 01:06:19 -- STEP: 1900/6002 -- GLOBAL_STEP: 1900
| > loss_text_ce: 0.0340726412832737 (0.04581871560431626)
| > loss_mel_ce: 3.5862202644348145 (3.8049797315346563)
| > loss: 0.05746496841311455 (0.061123788388151926)
| > current_lr: 2e-05
| > step_time: 0.4627 (0.47884815052935953)
| > loader_time: 0.0175 (0.026887878367775366)
 --> TIME: 2024-12-30 01:06:59 -- STEP: 1950/6002 -- GLOBAL_STEP: 1950
| > loss_text_ce: 0.03572797030210495 (0.04558834460014718)
| > loss_mel_ce: 3.5471978187561035 (3.8008341505588623)
| > loss: 0.056871842592954636 (0.061054328819498085)
| > current_lr: 2e-05
| > step_time: 0.6108 (0.4787305928499271)
| > loader_time: 0.0254 (0.02684088878142528)
 --> TIME: 2024-12-30 01:07:39 -- STEP: 2000/6002 -- GLOBAL_STEP: 2000
| > loss_text_ce: 0.03143612667918205 (0.04538876673858614)
| > loss_mel_ce: 3.5647497177124023 (3.796622838377952)
| > loss: 0.057082317769527435 (0.06098431469872599)
| > current_lr: 2e-05
| > step_time: 0.7056 (0.47885005521774293)
| > loader_time: 0.0495 (0.02683781385421753)
> CHECKPOINT : /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000/checkpoint_2000.pth
 --> TIME: 2024-12-30 01:08:28 -- STEP: 2050/6002 -- GLOBAL_STEP: 2050
| > loss_text_ce: 0.03682936355471611 (0.04517200898288228)
| > loss_mel_ce: 3.9358808994293213 (3.793177818670505)
| > loss: 0.06305889785289764 (0.06092619124890832)
| > current_lr: 2e-05
| > step_time: 0.4844 (0.4789687699806399)
| > loader_time: 0.0211 (0.026785432303824075)
 --> TIME: 2024-12-30 01:09:09 -- STEP: 2100/6002 -- GLOBAL_STEP: 2100
| > loss_text_ce: 0.039760056883096695 (0.0449434862339071)
| > loss_mel_ce: 3.8165323734283447 (3.78995084626334)
| > loss: 0.0612109936773777 (0.06087134211191114)
| > current_lr: 2e-05
| > step_time: 0.4505 (0.47935111829212734)
| > loader_time: 0.035 (0.026807985305786132)
 --> TIME: 2024-12-30 01:09:56 -- STEP: 2150/6002 -- GLOBAL_STEP: 2150
| > loss_text_ce: 0.037984710186719894 (0.0447108720182333)
| > loss_mel_ce: 3.7314722537994385 (3.7857457318416863)
| > loss: 0.059832651168107986 (0.06080090196499996)
| > current_lr: 2e-05
| > step_time: 0.3157 (0.48122931336247643)
| > loader_time: 0.0211 (0.02703980412594108)
 --> TIME: 2024-12-30 01:10:37 -- STEP: 2200/6002 -- GLOBAL_STEP: 2200
| > loss_text_ce: 0.03517594560980797 (0.044498620357533755)
| > loss_mel_ce: 3.550476312637329 (3.7821270552548496)
| > loss: 0.05691511929035187 (0.06074009356681601)
| > current_lr: 2e-05
| > step_time: 0.5885 (0.48157778252254835)
| > loader_time: 0.0267 (0.027137104164470335)
 --> TIME: 2024-12-30 01:11:14 -- STEP: 2250/6002 -- GLOBAL_STEP: 2250
| > loss_text_ce: 0.03920626640319824 (0.04428976641098658)
| > loss_mel_ce: 3.6220180988311768 (3.778610896004571)
| > loss: 0.0581146776676178 (0.06068096636732424)
| > current_lr: 2e-05
| > step_time: 0.3559 (0.4808856361177233)
| > loader_time: 0.0264 (0.027077984174092625)
 --> TIME: 2024-12-30 01:11:54 -- STEP: 2300/6002 -- GLOBAL_STEP: 2300
| > loss_text_ce: 0.03551498427987099 (0.04408194277516526)
| > loss_mel_ce: 3.902712821960449 (3.775652850192526)
| > loss: 0.06251155585050583 (0.06063071447546072)
| > current_lr: 2e-05
| > step_time: 0.5557 (0.4809261823737103)
| > loader_time: 0.0205 (0.027040926373523223)
 --> TIME: 2024-12-30 01:12:34 -- STEP: 2350/6002 -- GLOBAL_STEP: 2350
| > loss_text_ce: 0.030031641945242882 (0.04386532248730989)
| > loss_mel_ce: 3.525062084197998 (3.7718570324715146)
| > loss: 0.056430064141750336 (0.06056702497950264)
| > current_lr: 2e-05
| > step_time: 0.5738 (0.48090909054938785)
| > loader_time: 0.0286 (0.026977371154947485)
 --> TIME: 2024-12-30 01:13:13 -- STEP: 2400/6002 -- GLOBAL_STEP: 2400
| > loss_text_ce: 0.03560002148151398 (0.04364874453283848)
| > loss_mel_ce: 3.526862859725952 (3.7689353350798287)
| > loss: 0.05654703080654144 (0.06051721108301237)
| > current_lr: 2e-05
| > step_time: 0.4378 (0.4807839224735896)
| > loader_time: 0.0256 (0.026903515756130213)
 --> TIME: 2024-12-30 01:13:53 -- STEP: 2450/6002 -- GLOBAL_STEP: 2450
| > loss_text_ce: 0.032264962792396545 (0.043447741130176874)
| > loss_mel_ce: 3.339756727218628 (3.7651965284347533)
| > loss: 0.05352415516972542 (0.06045467441635477)
| > current_lr: 2e-05
| > step_time: 0.5244 (0.4809719166463735)
| > loader_time: 0.0165 (0.0269367572239467)
 --> TIME: 2024-12-30 01:14:34 -- STEP: 2500/6002 -- GLOBAL_STEP: 2500
| > loss_text_ce: 0.02908587083220482 (0.043256108866632004)
| > loss_mel_ce: 3.5658936500549316 (3.762406071472168)
| > loss: 0.05706316977739334 (0.06040733966380362)
| > current_lr: 2e-05
| > step_time: 0.6041 (0.48123784809112546)
| > loader_time: 0.0232 (0.02693601465225219)
 --> TIME: 2024-12-30 01:15:12 -- STEP: 2550/6002 -- GLOBAL_STEP: 2550
| > loss_text_ce: 0.03368936479091644 (0.04307500606512322)
| > loss_mel_ce: 3.683163642883301 (3.759505539033927)
| > loss: 0.05899766832590103 (0.06035842481781459)
| > current_lr: 2e-05
| > step_time: 0.4834 (0.4806582132040286)
| > loader_time: 0.0203 (0.026830923884522677)
 --> TIME: 2024-12-30 01:15:52 -- STEP: 2600/6002 -- GLOBAL_STEP: 2600
| > loss_text_ce: 0.030319197103381157 (0.042898221387742824)
| > loss_mel_ce: 3.777402877807617 (3.7567092853326063)
| > loss: 0.06044003739953041 (0.060311233736574696)
| > current_lr: 2e-05
| > step_time: 0.6101 (0.48071583536955026)
| > loader_time: 0.0592 (0.0268123473570897)
 --> TIME: 2024-12-30 01:16:35 -- STEP: 2650/6002 -- GLOBAL_STEP: 2650
| > loss_text_ce: 0.03244589641690254 (0.042713502114814436)
| > loss_mel_ce: 3.8768930435180664 (3.753990274195401)
| > loss: 0.062053002417087555 (0.060265142781273415)
| > current_lr: 2e-05
| > step_time: 0.5293 (0.48137280860037174)
| > loader_time: 0.0271 (0.026921553071939715)
 --> TIME: 2024-12-30 01:17:21 -- STEP: 2700/6002 -- GLOBAL_STEP: 2700
| > loss_text_ce: 0.03637237846851349 (0.042535113080370224)
| > loss_mel_ce: 3.6633400917053223 (3.7508697009969643)
| > loss: 0.05872559919953346 (0.0602127783014267)
| > current_lr: 2e-05
| > step_time: 0.4188 (0.48280766036775374)
| > loader_time: 0.0334 (0.02720065178694548)
 --> TIME: 2024-12-30 01:18:06 -- STEP: 2750/6002 -- GLOBAL_STEP: 2750
| > loss_text_ce: 0.033380087465047836 (0.04233926586400383)
| > loss_mel_ce: 3.7793807983398438 (3.7483191578604957)
| > loss: 0.06052001565694809 (0.06016918480396275)
| > current_lr: 2e-05
| > step_time: 0.4475 (0.4838762271187522)
| > loader_time: 0.0321 (0.02730761302601207)
 --> TIME: 2024-12-30 01:18:50 -- STEP: 2800/6002 -- GLOBAL_STEP: 2800
| > loss_text_ce: 0.031039195135235786 (0.042160547124887204)
| > loss_mel_ce: 3.516339063644409 (3.7456900043998447)
| > loss: 0.0563075952231884 (0.06012461540422273)
| > current_lr: 2e-05
| > step_time: 0.6924 (0.48485563686915806)
| > loader_time: 0.0457 (0.027436489888599935)
 --> TIME: 2024-12-30 01:19:34 -- STEP: 2850/6002 -- GLOBAL_STEP: 2850
| > loss_text_ce: 0.03279385343194008 (0.04197000276493406)
| > loss_mel_ce: 3.5675694942474365 (3.7435765903874447)
| > loss: 0.05714862793684006 (0.06008804463242234)
| > current_lr: 2e-05
| > step_time: 0.4476 (0.4855263945930883)
| > loader_time: 0.0254 (0.027577781426279164)
 --> TIME: 2024-12-30 01:20:16 -- STEP: 2900/6002 -- GLOBAL_STEP: 2900
| > loss_text_ce: 0.03998904675245285 (0.04180190936437463)
| > loss_mel_ce: 3.7290501594543457 (3.740838214035692)
| > loss: 0.059826020151376724 (0.06004191018640999)
| > current_lr: 2e-05
| > step_time: 0.5012 (0.48587169096387667)
| > loader_time: 0.0535 (0.02773389783398858)
 --> TIME: 2024-12-30 01:21:04 -- STEP: 2950/6002 -- GLOBAL_STEP: 2950
| > loss_text_ce: 0.029717018827795982 (0.041623099029569385)
| > loss_mel_ce: 3.592477798461914 (3.738425734083531)
| > loss: 0.05749515816569328 (0.06000077859324928)
| > current_lr: 2e-05
| > step_time: 0.9138 (0.4874830913543701)
| > loader_time: 0.0885 (0.02793867305173712)
 --> TIME: 2024-12-30 01:21:49 -- STEP: 3000/6002 -- GLOBAL_STEP: 3000
| > loss_text_ce: 0.030347352847456932 (0.04146045264539626)
| > loss_mel_ce: 3.673691987991333 (3.735531465133031)
| > loss: 0.058794278651475906 (0.059952256130675514)
| > current_lr: 2e-05
| > step_time: 0.5729 (0.48829813249905907)
| > loader_time: 0.0694 (0.028074879328409828)
> CHECKPOINT : /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000/checkpoint_3000.pth
 --> TIME: 2024-12-30 01:22:42 -- STEP: 3050/6002 -- GLOBAL_STEP: 3050
| > loss_text_ce: 0.03530250862240791 (0.04128831867922532)
| > loss_mel_ce: 3.791533946990967 (3.732814871287737)
| > loss: 0.060743436217308044 (0.059906403303879245)
| > current_lr: 2e-05
| > step_time: 0.5982 (0.4888238821655023)
| > loader_time: 0.036 (0.02807720043620125)
 --> TIME: 2024-12-30 01:23:23 -- STEP: 3100/6002 -- GLOBAL_STEP: 3100
| > loss_text_ce: 0.029365574941039085 (0.04111581436809036)
| > loss_mel_ce: 3.6937038898468018 (3.7302916597550917)
| > loss: 0.05909634381532669 (0.0598636141599667)
| > current_lr: 2e-05
| > step_time: 0.4589 (0.48881914461812664)
| > loader_time: 0.0288 (0.028067455907021796)
 --> TIME: 2024-12-30 01:24:08 -- STEP: 3150/6002 -- GLOBAL_STEP: 3150
| > loss_text_ce: 0.02747468091547489 (0.04093417564909614)
| > loss_mel_ce: 3.5257728099823 (3.7282226712363107)
| > loss: 0.056400757282972336 (0.05982788991833494)
| > current_lr: 2e-05
| > step_time: 0.5523 (0.4897652876566327)
| > loader_time: 0.0479 (0.028084043548220677)
 --> TIME: 2024-12-30 01:24:54 -- STEP: 3200/6002 -- GLOBAL_STEP: 3200
| > loss_text_ce: 0.030680838972330093 (0.04075538753822916)
| > loss_mel_ce: 3.770000696182251 (3.725578517019749)
| > loss: 0.06032828241586685 (0.059783081311034075)
| > current_lr: 2e-05
| > step_time: 0.4297 (0.49082101203501227)
| > loader_time: 0.0284 (0.028167497590184207)
 --> TIME: 2024-12-30 01:25:37 -- STEP: 3250/6002 -- GLOBAL_STEP: 3250
| > loss_text_ce: 0.031192487105727196 (0.04058140036922239)
| > loss_mel_ce: 3.782435655593872 (3.723337972640991)
| > loss: 0.060533784329891205 (0.05974475541481609)
| > current_lr: 2e-05
| > step_time: 0.4073 (0.49131035159184383)
| > loader_time: 0.016 (0.028182960877051716)
 --> TIME: 2024-12-30 01:26:16 -- STEP: 3300/6002 -- GLOBAL_STEP: 3300
| > loss_text_ce: 0.028267936781048775 (0.04041906026671786)
| > loss_mel_ce: 3.660000801086426 (3.7211068253083663)
| > loss: 0.05854395031929016 (0.05970676354725256)
| > current_lr: 2e-05
| > step_time: 0.4508 (0.4909903096430229)
| > loader_time: 0.0253 (0.0281138251767014)
 --> TIME: 2024-12-30 01:26:57 -- STEP: 3350/6002 -- GLOBAL_STEP: 3350
| > loss_text_ce: 0.02868156135082245 (0.04026044644582187)
| > loss_mel_ce: 3.7194406986236572 (3.7185876067004986)
| > loss: 0.059494007378816605 (0.05966425826411642)
| > current_lr: 2e-05
| > step_time: 0.6728 (0.49117843136858585)
| > loader_time: 0.0353 (0.028122750965516953)
 --> TIME: 2024-12-30 01:27:38 -- STEP: 3400/6002 -- GLOBAL_STEP: 3400
| > loss_text_ce: 0.02572021819651127 (0.04009641501340362)
| > loss_mel_ce: 3.5305333137512207 (3.7167455401841334)
| > loss: 0.056448470801115036 (0.05963241543839963)
| > current_lr: 2e-05
| > step_time: 0.7316 (0.49123726381975064)
| > loader_time: 0.0382 (0.028096349940580478)
 --> TIME: 2024-12-30 01:28:19 -- STEP: 3450/6002 -- GLOBAL_STEP: 3450
| > loss_text_ce: 0.028276434168219566 (0.03993440715191161)
| > loss_mel_ce: 3.5236310958862305 (3.7144069294307545)
| > loss: 0.05637948960065842 (0.05959272308086143)
| > current_lr: 2e-05
| > step_time: 0.6818 (0.4912513758479685)
| > loader_time: 0.0319 (0.02805895480556764)
 --> TIME: 2024-12-30 01:28:59 -- STEP: 3500/6002 -- GLOBAL_STEP: 3500
| > loss_text_ce: 0.024391846731305122 (0.03976844373984)
| > loss_mel_ce: 3.585198163986206 (3.712141513688224)
| > loss: 0.05729508399963379 (0.059554129759115865)
| > current_lr: 2e-05
| > step_time: 0.7002 (0.49124583387374876)
| > loader_time: 0.0378 (0.028031714575631275)
 --> TIME: 2024-12-30 01:29:37 -- STEP: 3550/6002 -- GLOBAL_STEP: 3550
| > loss_text_ce: 0.03099740669131279 (0.03962728336978131)
| > loss_mel_ce: 4.006753444671631 (3.709735386942474)
| > loss: 0.0640912875533104 (0.05951369663254479)
| > current_lr: 2e-05
| > step_time: 0.4007 (0.49066668114192047)
| > loader_time: 0.0191 (0.027975154728956623)
 --> TIME: 2024-12-30 01:30:16 -- STEP: 3600/6002 -- GLOBAL_STEP: 3600
| > loss_text_ce: 0.030674085021018982 (0.039474885491654316)
| > loss_mel_ce: 3.4432268142700195 (3.7078173704279793)
| > loss: 0.05514128506183624 (0.059480832912441786)
| > current_lr: 2e-05
| > step_time: 0.5228 (0.49040138390329147)
| > loader_time: 0.0335 (0.027927243643336822)
 --> TIME: 2024-12-30 01:30:55 -- STEP: 3650/6002 -- GLOBAL_STEP: 3650
| > loss_text_ce: 0.026122037321329117 (0.03931907305060188)
| > loss_mel_ce: 3.6015145778656006 (3.705512503075273)
| > loss: 0.05758153647184372 (0.05944177450280486)
| > current_lr: 2e-05
| > step_time: 0.4143 (0.49023031548277973)
| > loader_time: 0.0364 (0.02787715278259695)
 --> TIME: 2024-12-30 01:31:35 -- STEP: 3700/6002 -- GLOBAL_STEP: 3700
| > loss_text_ce: 0.02743523381650448 (0.03916042726436583)
| > loss_mel_ce: 3.354773759841919 (3.703332479386716)
| > loss: 0.05368586257100105 (0.05940465276305743)
| > current_lr: 2e-05
| > step_time: 0.5988 (0.4901246357608486)
| > loader_time: 0.0256 (0.027862546315064296)
 --> TIME: 2024-12-30 01:32:16 -- STEP: 3750/6002 -- GLOBAL_STEP: 3750
| > loss_text_ce: 0.0295662060379982 (0.0390073020105561)
| > loss_mel_ce: 3.3858094215393066 (3.7010629115422566)
| > loss: 0.05421231687068939 (0.05936619731684529)
| > current_lr: 2e-05
| > step_time: 0.3628 (0.4901756063461304)
| > loader_time: 0.0226 (0.027881788889567053)
 --> TIME: 2024-12-30 01:32:55 -- STEP: 3800/6002 -- GLOBAL_STEP: 3800
| > loss_text_ce: 0.031713977456092834 (0.038859153068869556)
| > loss_mel_ce: 3.3725593090057373 (3.6987966836753645)
| > loss: 0.05403608828783035 (0.059327873873867516)
| > current_lr: 2e-05
| > step_time: 0.4393 (0.4899703638177169)
| > loader_time: 0.0217 (0.027822606312601188)
 --> TIME: 2024-12-30 01:33:35 -- STEP: 3850/6002 -- GLOBAL_STEP: 3850
| > loss_text_ce: 0.027207428589463234 (0.03870812715793202)
| > loss_mel_ce: 3.3504486083984375 (3.697422211263087)
| > loss: 0.05361359193921089 (0.05930365961577214)
| > current_lr: 2e-05
| > step_time: 0.4353 (0.48986575287657896)
| > loader_time: 0.0305 (0.02781072833321311)
 --> TIME: 2024-12-30 01:34:16 -- STEP: 3900/6002 -- GLOBAL_STEP: 3900
| > loss_text_ce: 0.027358777821063995 (0.038559231611494105)
| > loss_mel_ce: 3.4442620277404785 (3.6953005033272963)
| > loss: 0.055105093866586685 (0.05926761829318147)
| > current_lr: 2e-05
| > step_time: 0.4972 (0.4899484032850999)
| > loader_time: 0.0201 (0.027803114194136395)
 --> TIME: 2024-12-30 01:34:57 -- STEP: 3950/6002 -- GLOBAL_STEP: 3950
| > loss_text_ce: 0.027065228670835495 (0.03841818202617051)
| > loss_mel_ce: 3.507192373275757 (3.6929655216917205)
| > loss: 0.05609933286905289 (0.05922831620313702)
| > current_lr: 2e-05
| > step_time: 0.5169 (0.4898816627188574)
| > loader_time: 0.0318 (0.02779663073865673)
 --> TIME: 2024-12-30 01:35:38 -- STEP: 4000/6002 -- GLOBAL_STEP: 4000
| > loss_text_ce: 0.03047190047800541 (0.038274337165057695)
| > loss_mel_ce: 3.5529725551605225 (3.690470466196537)
| > loss: 0.05688007175922394 (0.059186428890563574)
| > current_lr: 2e-05
| > step_time: 0.422 (0.4900319367647171)
| > loader_time: 0.0219 (0.027796589374542234)
> CHECKPOINT : /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000/checkpoint_4000.pth
 --> TIME: 2024-12-30 01:36:25 -- STEP: 4050/6002 -- GLOBAL_STEP: 4050
| > loss_text_ce: 0.028055250644683838 (0.03814000021850257)
| > loss_mel_ce: 3.4821979999542236 (3.689021793530311)
| > loss: 0.055718306452035904 (0.059161301750091884)
| > current_lr: 2e-05
| > step_time: 0.3074 (0.4896217191366502)
| > loader_time: 0.0125 (0.02772565305968861)
 --> TIME: 2024-12-30 01:37:08 -- STEP: 4100/6002 -- GLOBAL_STEP: 4100
| > loss_text_ce: 0.02221054583787918 (0.037994503082662126)
| > loss_mel_ce: 3.7287216186523438 (3.6872424813014706)
| > loss: 0.05953861027956009 (0.05913074921998312)
| > current_lr: 2e-05
| > step_time: 0.4071 (0.48995314946988733)
| > loader_time: 0.026 (0.02777199343937199)
 --> TIME: 2024-12-30 01:37:50 -- STEP: 4150/6002 -- GLOBAL_STEP: 4150
| > loss_text_ce: 0.029226908460259438 (0.03785819608897692)
| > loss_mel_ce: 3.5801517963409424 (3.685956733657653)
| > loss: 0.05729173123836517 (0.05910817692168509)
| > current_lr: 2e-05
| > step_time: 0.3586 (0.49016820137759287)
| > loader_time: 0.0248 (0.02784037107444671)
 --> TIME: 2024-12-30 01:38:31 -- STEP: 4200/6002 -- GLOBAL_STEP: 4200
| > loss_text_ce: 0.0242419745773077 (0.037730153571104756)
| > loss_mel_ce: 3.5124847888946533 (3.6839718536535897)
| > loss: 0.056138522922992706 (0.059074638465508145)
| > current_lr: 2e-05
| > step_time: 0.3882 (0.490207804611751)
| > loader_time: 0.0261 (0.027859196549370177)
 --> TIME: 2024-12-30 01:39:15 -- STEP: 4250/6002 -- GLOBAL_STEP: 4250
| > loss_text_ce: 0.02573457919061184 (0.03759578842231459)
| > loss_mel_ce: 3.540623664855957 (3.6819100011376777)
| > loss: 0.05660886690020561 (0.059039777865304684)
| > current_lr: 2e-05
| > step_time: 0.5691 (0.4907417479122386)
| > loader_time: 0.0359 (0.02790294153550093)
 --> TIME: 2024-12-30 01:39:56 -- STEP: 4300/6002 -- GLOBAL_STEP: 4300
| > loss_text_ce: 0.02541988156735897 (0.03746304359200393)
| > loss_mel_ce: 3.513461112976074 (3.6797700908017714)
| > loss: 0.05617271736264229 (0.05900370397193489)
| > current_lr: 2e-05
| > step_time: 0.4166 (0.49077953455060025)
| > loader_time: 0.021 (0.027878985848537718)
 --> TIME: 2024-12-30 01:40:36 -- STEP: 4350/6002 -- GLOBAL_STEP: 4350
| > loss_text_ce: 0.021839134395122528 (0.03733657981172722)
| > loss_mel_ce: 3.5660626888275146 (3.677580173481468)
| > loss: 0.056950826197862625 (0.058966936016048535)
| > current_lr: 2e-05
| > step_time: 0.4646 (0.4906914730181639)
| > loader_time: 0.0161 (0.02785302430733868)
 --> TIME: 2024-12-30 01:41:15 -- STEP: 4400/6002 -- GLOBAL_STEP: 4400
| > loss_text_ce: 0.028675753623247147 (0.03721376775763935)
| > loss_mel_ce: 3.6905462741851807 (3.6761296277154574)
| > loss: 0.059035275131464005 (0.05894196207889104)
| > current_lr: 2e-05
| > step_time: 0.4464 (0.49049563136967744)
| > loader_time: 0.0198 (0.027798889225179507)
 --> TIME: 2024-12-30 01:41:52 -- STEP: 4450/6002 -- GLOBAL_STEP: 4450
| > loss_text_ce: 0.03175407275557518 (0.03709423823303057)
| > loss_mel_ce: 3.561389207839966 (3.674274278437154)
| > loss: 0.057034023106098175 (0.05891061479707115)
| > current_lr: 2e-05
| > step_time: 0.3227 (0.48993927623448746)
| > loader_time: 0.0243 (0.027737208805727172)
 --> TIME: 2024-12-30 01:42:32 -- STEP: 4500/6002 -- GLOBAL_STEP: 4500
| > loss_text_ce: 0.023546252399683 (0.036974559173401894)
| > loss_mel_ce: 3.4473025798797607 (3.672347427950965)
| > loss: 0.055092841386795044 (0.05887813020083642)
| > current_lr: 2e-05
| > step_time: 0.5961 (0.48984702698389687)
| > loader_time: 0.0304 (0.02771332746081884)
 --> TIME: 2024-12-30 01:43:12 -- STEP: 4550/6002 -- GLOBAL_STEP: 4550
| > loss_text_ce: 0.026865681633353233 (0.036855850327391575)
| > loss_mel_ce: 3.9813995361328125 (3.670995461390569)
| > loss: 0.06362325698137283 (0.05885478613959567)
| > current_lr: 2e-05
| > step_time: 0.6377 (0.48987703459603443)
| > loader_time: 0.0436 (0.02769769668579104)
 --> TIME: 2024-12-30 01:43:53 -- STEP: 4600/6002 -- GLOBAL_STEP: 4600
| > loss_text_ce: 0.027322126552462578 (0.03674070118197609)
| > loss_mel_ce: 3.52907395362854 (3.6692089647832122)
| > loss: 0.0564507320523262 (0.05882460128273007)
| > current_lr: 2e-05
| > step_time: 0.5793 (0.48989889331485914)
| > loader_time: 0.0416 (0.027700771352519186)
 --> TIME: 2024-12-30 01:44:33 -- STEP: 4650/6002 -- GLOBAL_STEP: 4650
| > loss_text_ce: 0.025444351136684418 (0.03662272761185328)
| > loss_mel_ce: 3.3032190799713135 (3.6675471528883903)
| > loss: 0.05283593013882637 (0.058796350717224125)
| > current_lr: 2e-05
| > step_time: 0.3748 (0.48980066704493697)
| > loader_time: 0.0249 (0.02767462607352968)
 --> TIME: 2024-12-30 01:45:15 -- STEP: 4700/6002 -- GLOBAL_STEP: 4700
| > loss_text_ce: 0.023734768852591515 (0.036504292260221394)
| > loss_mel_ce: 3.5998342037200928 (3.665961825035988)
| > loss: 0.057516973465681076 (0.05876930685832782)
| > current_lr: 2e-05
| > step_time: 0.4004 (0.49003264406894115)
| > loader_time: 0.0211 (0.027677724564329143)
 --> TIME: 2024-12-30 01:45:57 -- STEP: 4750/6002 -- GLOBAL_STEP: 4750
| > loss_text_ce: 0.02536439523100853 (0.036400702614141196)
| > loss_mel_ce: 3.1876232624053955 (3.6645315611989875)
| > loss: 0.050999805331230164 (0.05874495997711234)
| > current_lr: 2e-05
| > step_time: 0.3265 (0.4901284583242316)
| > loader_time: 0.014 (0.027689735914531544)
 --> TIME: 2024-12-30 01:46:38 -- STEP: 4800/6002 -- GLOBAL_STEP: 4800
| > loss_text_ce: 0.024073144420981407 (0.0362961969361641)
| > loss_mel_ce: 3.758720874786377 (3.6631197816630205)
| > loss: 0.06004435196518898 (0.05872089195375643)
| > current_lr: 2e-05
| > step_time: 0.3602 (0.4902369030813376)
| > loader_time: 0.0185 (0.02770391558607423)
 --> TIME: 2024-12-30 01:47:18 -- STEP: 4850/6002 -- GLOBAL_STEP: 4850
| > loss_text_ce: 0.025294935330748558 (0.03618623039195532)
| > loss_mel_ce: 3.5507423877716064 (3.6619370987980635)
| > loss: 0.05676250159740448 (0.058700373707358394)
| > grad_norm: 0 (0.0)
| > current_lr: 2e-05
| > step_time: 0.5224 (0.4902045209137435)
| > loader_time: 0.0162 (0.027681535593013208)
 --> TIME: 2024-12-30 01:48:01 -- STEP: 4900/6002 -- GLOBAL_STEP: 4900
| > loss_text_ce: 0.027325812727212906 (0.03608476359093073)
| > loss_mel_ce: 3.6790716648101807 (3.6605278492460447)
| > loss: 0.05883171036839485 (0.05867639407971686)
| > current_lr: 2e-05
| > step_time: 0.7743 (0.4904181425425471)
| > loader_time: 0.0537 (0.027713587673342994)
 --> TIME: 2024-12-30 01:48:45 -- STEP: 4950/6002 -- GLOBAL_STEP: 4950
| > loss_text_ce: 0.023356420919299126 (0.035980024656111616)
| > loss_mel_ce: 3.7027952671051025 (3.659107504902464)
| > loss: 0.05914526805281639 (0.05865218640803691)
| > current_lr: 2e-05
| > step_time: 0.6465 (0.49087835605698404)
| > loader_time: 0.03 (0.027772323242341662)
 --> TIME: 2024-12-30 01:49:27 -- STEP: 5000/6002 -- GLOBAL_STEP: 5000
| > loss_text_ce: 0.024354631081223488 (0.0358720133837313)
| > loss_mel_ce: 3.3223557472229004 (3.657439310312271)
| > loss: 0.0531223900616169 (0.05862399265989664)
| > current_lr: 2e-05
| > step_time: 0.6648 (0.4910863528251648)
| > loader_time: 0.0364 (0.02776414775848392)
> CHECKPOINT : /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000/checkpoint_5000.pth
 --> TIME: 2024-12-30 01:50:19 -- STEP: 5050/6002 -- GLOBAL_STEP: 5050
| > loss_text_ce: 0.02822197414934635 (0.035771579102493185)
| > loss_mel_ce: 3.572011709213257 (3.6559714675185706)
| > loss: 0.057146571576595306 (0.05859909937154541)
| > current_lr: 2e-05
| > step_time: 0.4302 (0.4913077023949954)
| > loader_time: 0.0216 (0.027747064958704614)
 --> TIME: 2024-12-30 01:51:01 -- STEP: 5100/6002 -- GLOBAL_STEP: 5100
| > loss_text_ce: 0.024986062198877335 (0.035676449275046034)
| > loss_mel_ce: 3.528041362762451 (3.6541179388644647)
| > loss: 0.05639726296067238 (0.058568168282508874)
| > current_lr: 2e-05
| > step_time: 0.6853 (0.4914785883473415)
| > loader_time: 0.0403 (0.02773905342700438)
 --> TIME: 2024-12-30 01:51:46 -- STEP: 5150/6002 -- GLOBAL_STEP: 5150
| > loss_text_ce: 0.022096388041973114 (0.03558278695002056)
| > loss_mel_ce: 3.1503446102142334 (3.6532649458264843)
| > loss: 0.05035620927810669 (0.05855314200508944)
| > current_lr: 2e-05
| > step_time: 0.582 (0.491897136123435)
| > loader_time: 0.0324 (0.027793328044483995)
 --> TIME: 2024-12-30 01:52:30 -- STEP: 5200/6002 -- GLOBAL_STEP: 5200
| > loss_text_ce: 0.026019301265478134 (0.03548659270020348)
| > loss_mel_ce: 3.4649269580841064 (3.6520670191599773)
| > loss: 0.05541184917092323 (0.05853260040139925)
| > current_lr: 2e-05
| > step_time: 0.3292 (0.4922483244767556)
| > loader_time: 0.0171 (0.027815748957487285)
 --> TIME: 2024-12-30 01:53:14 -- STEP: 5250/6002 -- GLOBAL_STEP: 5250
| > loss_text_ce: 0.027636300772428513 (0.03538920068811808)
| > loss_mel_ce: 3.345120906829834 (3.6506838370731898)
| > loss: 0.0535358302295208 (0.05850909922094574)
| > current_lr: 2e-05
| > step_time: 0.2967 (0.4927228133337838)
| > loader_time: 0.0139 (0.027873264812287864)
 --> TIME: 2024-12-30 01:53:57 -- STEP: 5300/6002 -- GLOBAL_STEP: 5300
| > loss_text_ce: 0.0242972020059824 (0.035298826923277654)
| > loss_mel_ce: 3.586545467376709 (3.64960503083355)
| > loss: 0.05731496587395668 (0.058490540804868624)
| > current_lr: 2e-05
| > step_time: 0.3866 (0.4929098438316921)
| > loader_time: 0.0199 (0.027892600320420208)
 --> TIME: 2024-12-30 01:54:41 -- STEP: 5350/6002 -- GLOBAL_STEP: 5350
| > loss_text_ce: 0.025083409622311592 (0.035204955583490585)
| > loss_mel_ce: 3.6210691928863525 (3.6480538712260877)
| > loss: 0.057875439524650574 (0.05846442919955634)
| > current_lr: 2e-05
| > step_time: 0.4586 (0.4932519602552753)
| > loader_time: 0.0339 (0.02795626029790008)
 --> TIME: 2024-12-30 01:55:25 -- STEP: 5400/6002 -- GLOBAL_STEP: 5400
| > loss_text_ce: 0.022620290517807007 (0.035115678355235845)
| > loss_mel_ce: 3.4405019283294678 (3.646757841816655)
| > loss: 0.05497019737958908 (0.05844244020473628)
| > current_lr: 2e-05
| > step_time: 0.6889 (0.4936178691298873)
| > loader_time: 0.0241 (0.02802199959754947)
 --> TIME: 2024-12-30 01:56:09 -- STEP: 5450/6002 -- GLOBAL_STEP: 5450
| > loss_text_ce: 0.021606167778372765 (0.03502781412880362)
| > loss_mel_ce: 3.72196364402771 (3.6453471087534495)
| > loss: 0.05942174792289734 (0.05841865294775287)
| > current_lr: 2e-05
| > step_time: 0.6414 (0.49397716710326867)
| > loader_time: 0.0272 (0.028058030102231117)
 --> TIME: 2024-12-30 01:56:55 -- STEP: 5500/6002 -- GLOBAL_STEP: 5500
| > loss_text_ce: 0.025817900896072388 (0.03494065776602795)
| > loss_mel_ce: 3.355576992034912 (3.6440081142945724)
| > loss: 0.05367293581366539 (0.05839601563188165)
| > current_lr: 2e-05
| > step_time: 0.5439 (0.494505962415175)
| > loader_time: 0.0346 (0.028142550468444855)
 --> TIME: 2024-12-30 01:57:40 -- STEP: 5550/6002 -- GLOBAL_STEP: 5550
| > loss_text_ce: 0.024645306169986725 (0.03485941884183408)
| > loss_mel_ce: 3.4164016246795654 (3.6428923876221115)
| > loss: 0.05461979657411575 (0.05837701617798829)
| > current_lr: 2e-05
| > step_time: 0.6485 (0.4949929647187929)
| > loader_time: 0.0422 (0.028217135034165973)
 --> TIME: 2024-12-30 01:58:26 -- STEP: 5600/6002 -- GLOBAL_STEP: 5600
| > loss_text_ce: 0.02242615632712841 (0.03477850356871005)
| > loss_mel_ce: 3.3064558506011963 (3.641616915166378)
| > loss: 0.05283939838409424 (0.05835548621136697)
| > current_lr: 2e-05
| > step_time: 0.5758 (0.4955240381189755)
| > loader_time: 0.0355 (0.028275011437279868)
 --> TIME: 2024-12-30 01:59:10 -- STEP: 5650/6002 -- GLOBAL_STEP: 5650
| > loss_text_ce: 0.025614473968744278 (0.034695676444180874)
| > loss_mel_ce: 3.2869324684143066 (3.6404073712678082)
| > loss: 0.05258011445403099 (0.05833497237974566)
| > current_lr: 2e-05
| > step_time: 0.3979 (0.4958073175058956)
| > loader_time: 0.0253 (0.02836976692739844)
 --> TIME: 2024-12-30 01:59:55 -- STEP: 5700/6002 -- GLOBAL_STEP: 5700
| > loss_text_ce: 0.025230132043361664 (0.03461922370845034)
| > loss_mel_ce: 3.4314792156219482 (3.6388594757046615)
| > loss: 0.05486840754747391 (0.05830918907073508)
| > current_lr: 2e-05
| > step_time: 0.4072 (0.496190904148838)
| > loader_time: 0.0219 (0.028429660127874037)
 --> TIME: 2024-12-30 02:00:40 -- STEP: 5750/6002 -- GLOBAL_STEP: 5750
| > loss_text_ce: 0.02715798281133175 (0.03454175998140942)
| > loss_mel_ce: 3.399603843688965 (3.637679007778997)
| > loss: 0.05439304932951927 (0.05828922190096069)
| > current_lr: 2e-05
| > step_time: 0.721 (0.4965552798976069)
| > loader_time: 0.0627 (0.028482638234677553)
 --> TIME: 2024-12-30 02:01:25 -- STEP: 5800/6002 -- GLOBAL_STEP: 5800
| > loss_text_ce: 0.023144487291574478 (0.03446551747844913)
| > loss_mel_ce: 3.4899260997772217 (3.636766396349874)
| > loss: 0.05576302856206894 (0.058273525805180464)
| > current_lr: 2e-05
| > step_time: 0.6243 (0.49699302603458534)
| > loader_time: 0.0396 (0.02856235911106244)
 --> TIME: 2024-12-30 02:02:08 -- STEP: 5850/6002 -- GLOBAL_STEP: 5850
| > loss_text_ce: 0.024295246228575706 (0.034388408996483245)
| > loss_mel_ce: 3.3433644771575928 (3.635293799995357)
| > loss: 0.0534549206495285 (0.05824892731685926)
| > current_lr: 2e-05
| > step_time: 0.409 (0.4971664164208958)
| > loader_time: 0.0185 (0.028609883927891426)
 --> TIME: 2024-12-30 02:02:50 -- STEP: 5900/6002 -- GLOBAL_STEP: 5900
| > loss_text_ce: 0.023164132609963417 (0.03431596437153429)
| > loss_mel_ce: 3.1859889030456543 (3.6339889104083434)
| > loss: 0.050938937813043594 (0.05822706486587809)
| > current_lr: 2e-05
| > step_time: 0.2999 (0.49721170817391347)
| > loader_time: 0.0178 (0.02861640513953519)
 --> TIME: 2024-12-30 02:03:32 -- STEP: 5950/6002 -- GLOBAL_STEP: 5950
| > loss_text_ce: 0.022595925256609917 (0.03423797147395485)
| > loss_mel_ce: 3.491562843322754 (3.633040804862976)
| > loss: 0.05578029900789261 (0.05821077759213309)
| > current_lr: 2e-05
| > step_time: 0.5981 (0.4973318855702376)
| > loader_time: 0.0321 (0.02864529573616864)
 --> TIME: 2024-12-30 02:04:17 -- STEP: 6000/6002 -- GLOBAL_STEP: 6000
| > loss_text_ce: 0.023278936743736267 (0.034163964149852656)
| > loss_mel_ce: 3.5854175090789795 (3.6314730488856632)
| > loss: 0.057280898094177246 (0.05818471785696846)
| > current_lr: 2e-05
| > step_time: 0.5652 (0.4977147288719813)
| > loader_time: 0.0407 (0.02869656948248548)
> CHECKPOINT : /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000/checkpoint_6000.pth
 > EVALUATION 
--> EVAL PERFORMANCE
| > avg_loader_time: 0.19205638340541295 (+0)
| > avg_loss_text_ce: 0.023508160774196898 (+0)
| > avg_loss_mel_ce: 3.458778922046934 (+0)
| > avg_loss: 3.4822870705808913 (+0)
> BEST MODEL : /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000/best_model_6002.pth