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> Training Environment: |
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| > Backend: Torch |
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| > Mixed precision: False |
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| > Precision: float32 |
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| > Current device: 0 |
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| > Num. of GPUs: 1 |
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| > Num. of CPUs: 4 |
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| > Num. of Torch Threads: 1 |
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| > Torch seed: 1 |
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| > Torch CUDNN: True |
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| > Torch CUDNN deterministic: False |
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| > Torch CUDNN benchmark: False |
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| > Torch TF32 MatMul: False |
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> Start Tensorboard: tensorboard --logdir=/kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000 |
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> Model has 520210334 parameters |
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[4m[1m > EPOCH: 0/1[0m |
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--> /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000 |
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[1m > TRAINING (2024-12-30 00:40:53) [0m |
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[1m --> TIME: 2024-12-30 00:40:59 -- STEP: 0/6002 -- GLOBAL_STEP: 0[0m |
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| > loss_text_ce: 0.06515222042798996 (0.06515222042798996) |
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| > loss_mel_ce: 4.35933780670166 (4.35933780670166) |
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| > loss: 0.07023000717163086 (0.07023000717163086) |
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| > current_lr: 2e-05 |
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| > step_time: 0.9807 (0.980684757232666) |
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| > loader_time: 5.011 (5.010974884033203) |
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[1m --> TIME: 2024-12-30 00:41:32 -- STEP: 50/6002 -- GLOBAL_STEP: 50[0m |
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| > loss_text_ce: 0.0714154914021492 (0.05677300453186035) |
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| > loss_mel_ce: 4.538961887359619 (4.309474253654479) |
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| > loss: 0.07318059355020523 (0.0693055161833763) |
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| > current_lr: 2e-05 |
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| > step_time: 0.3499 (0.40001655101776123) |
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| > loader_time: 0.0204 (0.023595409393310552) |
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[1m --> TIME: 2024-12-30 00:42:08 -- STEP: 100/6002 -- GLOBAL_STEP: 100[0m |
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| > loss_text_ce: 0.0570719838142395 (0.056429939679801464) |
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| > loss_mel_ce: 3.743692398071289 (4.229714846611023) |
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| > loss: 0.06032959744334221 (0.06803404808044435) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4057 (0.4142947006225586) |
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| > loader_time: 0.0206 (0.023020048141479493) |
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[1m --> TIME: 2024-12-30 00:42:43 -- STEP: 150/6002 -- GLOBAL_STEP: 150[0m |
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| > loss_text_ce: 0.049538929015398026 (0.0560499673585097) |
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| > loss_mel_ce: 4.328329086303711 (4.174849181175231) |
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| > loss: 0.0694899782538414 (0.06715713324646157) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5515 (0.41716291904449465) |
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| > loader_time: 0.0255 (0.02196528752644857) |
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[1m --> TIME: 2024-12-30 00:43:17 -- STEP: 200/6002 -- GLOBAL_STEP: 200[0m |
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| > loss_text_ce: 0.054111022502183914 (0.05602883899584413) |
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| > loss_mel_ce: 4.118595600128174 (4.145706747770308) |
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| > loss: 0.06623344123363495 (0.06669421954080464) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5668 (0.41655393481254577) |
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| > loader_time: 0.0265 (0.021545835733413687) |
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[1m --> TIME: 2024-12-30 00:43:53 -- STEP: 250/6002 -- GLOBAL_STEP: 250[0m |
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| > loss_text_ce: 0.05266840383410454 (0.05626189817488193) |
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| > loss_mel_ce: 3.910038948059082 (4.12213167285919) |
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| > loss: 0.0629001185297966 (0.06632371117174625) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5109 (0.41988922309875487) |
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| > loader_time: 0.0226 (0.022366214752197258) |
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[1m --> TIME: 2024-12-30 00:44:29 -- STEP: 300/6002 -- GLOBAL_STEP: 300[0m |
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| > loss_text_ce: 0.05683859810233116 (0.05601276961465675) |
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| > loss_mel_ce: 4.219578742980957 (4.099334518114725) |
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| > loss: 0.06787963956594467 (0.06595789709438883) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4348 (0.4207726891835531) |
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| > loader_time: 0.0224 (0.022076896826426187) |
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[1m --> TIME: 2024-12-30 00:45:08 -- STEP: 350/6002 -- GLOBAL_STEP: 350[0m |
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| > loss_text_ce: 0.044344108551740646 (0.055556114677871964) |
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| > loss_mel_ce: 3.7107062339782715 (4.070472672326225) |
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| > loss: 0.0596039779484272 (0.06549252404698305) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4971 (0.4276037107195173) |
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| > loader_time: 0.0217 (0.022390334946768616) |
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[1m --> TIME: 2024-12-30 00:45:47 -- STEP: 400/6002 -- GLOBAL_STEP: 400[0m |
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| > loss_text_ce: 0.0527290478348732 (0.05509645413607358) |
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| > loss_mel_ce: 3.820908546447754 (4.052298977971077) |
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| > loss: 0.06148631498217583 (0.06519675652496519) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5628 (0.43396412491798403) |
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| > loader_time: 0.0319 (0.023008353114128105) |
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[1m --> TIME: 2024-12-30 00:46:28 -- STEP: 450/6002 -- GLOBAL_STEP: 450[0m |
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| > loss_text_ce: 0.04684777930378914 (0.054561283124817735) |
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| > loss_mel_ce: 3.5724918842315674 (4.03208053270976) |
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| > loss: 0.057449840009212494 (0.0648673341092136) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4442 (0.43995011965433756) |
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| > loader_time: 0.0385 (0.023660613165961363) |
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[1m --> TIME: 2024-12-30 00:47:08 -- STEP: 500/6002 -- GLOBAL_STEP: 500[0m |
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| > loss_text_ce: 0.05178232863545418 (0.05419386119395494) |
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| > loss_mel_ce: 3.8179128170013428 (4.013754208564759) |
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| > loss: 0.061423737555742264 (0.06457060795277357) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4351 (0.44382260417938235) |
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| > loader_time: 0.021 (0.0242465329170227) |
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[1m --> TIME: 2024-12-30 00:47:49 -- STEP: 550/6002 -- GLOBAL_STEP: 550[0m |
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| > loss_text_ce: 0.047568779438734055 (0.05374813327735121) |
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| > loss_mel_ce: 3.4093101024627686 (3.995024867491287) |
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| > loss: 0.0548710972070694 (0.0642662417346781) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5238 (0.44803730704567657) |
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| > loader_time: 0.0313 (0.02447750264948064) |
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[1m --> TIME: 2024-12-30 00:48:31 -- STEP: 600/6002 -- GLOBAL_STEP: 600[0m |
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| > loss_text_ce: 0.05299987643957138 (0.05336446239923438) |
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| > loss_mel_ce: 3.9620959758758545 (3.9829211743672674) |
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| > loss: 0.06373168528079987 (0.06406802958498402) |
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| > current_lr: 2e-05 |
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| > step_time: 0.3688 (0.45272538661956785) |
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| > loader_time: 0.0237 (0.025100063880284615) |
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[1m --> TIME: 2024-12-30 00:49:13 -- STEP: 650/6002 -- GLOBAL_STEP: 650[0m |
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| > loss_text_ce: 0.039869651198387146 (0.05297219961308517) |
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| > loss_mel_ce: 3.6178348064422607 (3.971571400715753) |
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| > loss: 0.05805880203843117 (0.06388164805105104) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5515 (0.4573204598060021) |
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| > loader_time: 0.0349 (0.025463987497182983) |
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[1m --> TIME: 2024-12-30 00:49:53 -- STEP: 700/6002 -- GLOBAL_STEP: 700[0m |
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| > loss_text_ce: 0.04789036512374878 (0.05269856259758984) |
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| > loss_mel_ce: 3.1897470951080322 (3.960677154745373) |
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| > loss: 0.05139107629656792 (0.06370438008436141) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5331 (0.4585217683655875) |
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| > loader_time: 0.0222 (0.025677199023110515) |
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[1m --> TIME: 2024-12-30 00:50:33 -- STEP: 750/6002 -- GLOBAL_STEP: 750[0m |
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| > loss_text_ce: 0.04903426393866539 (0.05235202586650849) |
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| > loss_mel_ce: 3.7507827281951904 (3.952183329900105) |
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| > loss: 0.06031456217169762 (0.063564056908091) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4598 (0.4600483926137288) |
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| > loader_time: 0.0209 (0.025813505490620923) |
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[1m --> TIME: 2024-12-30 00:51:14 -- STEP: 800/6002 -- GLOBAL_STEP: 800[0m |
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| > loss_text_ce: 0.04843737185001373 (0.052001516157761225) |
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| > loss_mel_ce: 3.813612699508667 (3.9399771541357027) |
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| > loss: 0.06130238622426987 (0.06336474441923208) |
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| > current_lr: 2e-05 |
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| > step_time: 0.452 (0.4623320311307907) |
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| > loader_time: 0.0447 (0.026222133040428152) |
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[1m --> TIME: 2024-12-30 00:51:53 -- STEP: 850/6002 -- GLOBAL_STEP: 850[0m |
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| > loss_text_ce: 0.04236367717385292 (0.05176480983110036) |
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| > loss_mel_ce: 3.7828478813171387 (3.93156464913312) |
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| > loss: 0.06071764603257179 (0.06322745533988763) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5618 (0.46261266652275534) |
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| > loader_time: 0.0252 (0.026229329109191887) |
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[1m --> TIME: 2024-12-30 00:52:35 -- STEP: 900/6002 -- GLOBAL_STEP: 900[0m |
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| > loss_text_ce: 0.047320976853370667 (0.051462196343474924) |
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| > loss_mel_ce: 3.7794029712677 (3.9224287146992145) |
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| > loss: 0.06074165552854538 (0.06307763712273709) |
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| > current_lr: 2e-05 |
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| > step_time: 0.365 (0.46458217965232) |
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| > loader_time: 0.0293 (0.02651050647099812) |
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[1m --> TIME: 2024-12-30 00:53:19 -- STEP: 950/6002 -- GLOBAL_STEP: 950[0m |
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| > loss_text_ce: 0.04063806310296059 (0.051080070102685386) |
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| > loss_mel_ce: 3.681605339050293 (3.912775935624774) |
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| > loss: 0.059083230793476105 (0.06291835290820978) |
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| > current_lr: 2e-05 |
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| > step_time: 0.59 (0.46797380020743923) |
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| > loader_time: 0.0344 (0.02678054031572843) |
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[1m --> TIME: 2024-12-30 00:54:00 -- STEP: 1000/6002 -- GLOBAL_STEP: 1000[0m |
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| > loss_text_ce: 0.03466515988111496 (0.05072411434724928) |
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| > loss_mel_ce: 3.647614002227783 (3.9031041538715354) |
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| > loss: 0.058448877185583115 (0.06275918245315562) |
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| > current_lr: 2e-05 |
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| > step_time: 0.6006 (0.46921859121322634) |
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| > loader_time: 0.0326 (0.026933390855789177) |
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> CHECKPOINT : /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000/checkpoint_1000.pth |
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[1m --> TIME: 2024-12-30 00:54:49 -- STEP: 1050/6002 -- GLOBAL_STEP: 1050[0m |
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| > loss_text_ce: 0.03720691055059433 (0.05049646704324655) |
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| > loss_mel_ce: 3.634492874145508 (3.895418269974844) |
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| > loss: 0.05828095227479935 (0.06263357084421893) |
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| > current_lr: 2e-05 |
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| > step_time: 0.6803 (0.4698747866494315) |
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| > loader_time: 0.0259 (0.02707027798607236) |
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[1m --> TIME: 2024-12-30 00:55:27 -- STEP: 1100/6002 -- GLOBAL_STEP: 1100[0m |
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| > loss_text_ce: 0.04372158274054527 (0.05020217751914808) |
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| > loss_mel_ce: 3.841301679611206 (3.8885325037349348) |
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| > loss: 0.06166703999042511 (0.06251960169523962) |
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| > current_lr: 2e-05 |
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| > step_time: 0.536 (0.4690507494319569) |
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| > loader_time: 0.0216 (0.02691093791614878) |
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[1m --> TIME: 2024-12-30 00:56:07 -- STEP: 1150/6002 -- GLOBAL_STEP: 1150[0m |
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| > loss_text_ce: 0.04344001039862633 (0.049891536553268875) |
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| > loss_mel_ce: 3.857351064682007 (3.88399248579274) |
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| > loss: 0.061917323619127274 (0.06244260713134132) |
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| > current_lr: 2e-05 |
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| > step_time: 0.42 (0.4698941127113674) |
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| > loader_time: 0.0208 (0.026855755888897437) |
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[1m --> TIME: 2024-12-30 00:56:50 -- STEP: 1200/6002 -- GLOBAL_STEP: 1200[0m |
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| > loss_text_ce: 0.033987272530794144 (0.049562932327389744) |
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| > loss_mel_ce: 3.621717691421509 (3.878451368014017) |
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| > loss: 0.05802706629037857 (0.062349436931933046) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5804 (0.4715370986859004) |
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| > loader_time: 0.0216 (0.026945913434028624) |
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[1m --> TIME: 2024-12-30 00:57:29 -- STEP: 1250/6002 -- GLOBAL_STEP: 1250[0m |
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| > loss_text_ce: 0.03858475387096405 (0.049267947962880164) |
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| > loss_mel_ce: 3.5365493297576904 (3.872005951499938) |
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| > loss: 0.0567481629550457 (0.06224244642257699) |
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| > current_lr: 2e-05 |
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| > step_time: 0.6024 (0.47186745014190673) |
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| > loader_time: 0.0437 (0.02692571201324463) |
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[1m --> TIME: 2024-12-30 00:58:12 -- STEP: 1300/6002 -- GLOBAL_STEP: 1300[0m |
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| > loss_text_ce: 0.042699337005615234 (0.04895416103876555) |
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| > loss_mel_ce: 3.6777493953704834 (3.8664688900800845) |
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| > loss: 0.059054743498563766 (0.06214957580543489) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4924 (0.473405724305373) |
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| > loader_time: 0.0251 (0.026990993206317607) |
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[1m --> TIME: 2024-12-30 00:58:51 -- STEP: 1350/6002 -- GLOBAL_STEP: 1350[0m |
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| > loss_text_ce: 0.04449529945850372 (0.04867908271926423) |
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| > loss_mel_ce: 3.987880229949951 (3.8609918537846313) |
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| > loss: 0.06400596350431442 (0.06205827239210966) |
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| > current_lr: 2e-05 |
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| > step_time: 0.3694 (0.4733051319475527) |
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| > loader_time: 0.022 (0.02691545150898121) |
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[1m --> TIME: 2024-12-30 00:59:32 -- STEP: 1400/6002 -- GLOBAL_STEP: 1400[0m |
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| > loss_text_ce: 0.043076351284980774 (0.04838857771296588) |
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| > loss_mel_ce: 3.5007245540618896 (3.8561564145769385) |
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| > loss: 0.056250810623168945 (0.06197690820321448) |
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| > current_lr: 2e-05 |
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| > step_time: 0.3938 (0.4743149391242436) |
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| > loader_time: 0.0182 (0.02689285925456456) |
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[1m --> TIME: 2024-12-30 01:00:13 -- STEP: 1450/6002 -- GLOBAL_STEP: 1450[0m |
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| > loss_text_ce: 0.04536354914307594 (0.048120478725638904) |
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| > loss_mel_ce: 3.656296730041504 (3.849791132992711) |
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| > loss: 0.058756519109010696 (0.06187161645498776) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4568 (0.4748297306586956) |
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| > loader_time: 0.023 (0.026902113947375066) |
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[1m --> TIME: 2024-12-30 01:00:55 -- STEP: 1500/6002 -- GLOBAL_STEP: 1500[0m |
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| > loss_text_ce: 0.04282931238412857 (0.04783202139288189) |
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| > loss_mel_ce: 3.8672728538513184 (3.8437720926602674) |
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| > loss: 0.06206511706113815 (0.06177149744580196) |
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| > current_lr: 2e-05 |
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| > step_time: 0.3992 (0.47599708318710326) |
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| > loader_time: 0.033 (0.02696164576212565) |
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[1m --> TIME: 2024-12-30 01:01:37 -- STEP: 1550/6002 -- GLOBAL_STEP: 1550[0m |
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| > loss_text_ce: 0.03644892945885658 (0.047564557125010815) |
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| > loss_mel_ce: 3.3587849140167236 (3.8376700284404133) |
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| > loss: 0.053892605006694794 (0.061670393809195555) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4156 (0.47683020468681087) |
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| > loader_time: 0.0219 (0.026962084616384198) |
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[1m --> TIME: 2024-12-30 01:02:16 -- STEP: 1600/6002 -- GLOBAL_STEP: 1600[0m |
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| > loss_text_ce: 0.03620248660445213 (0.047290552968625) |
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| > loss_mel_ce: 3.75091290473938 (3.8332559795677654) |
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| > loss: 0.06011294573545456 (0.0615959802549333) |
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| > current_lr: 2e-05 |
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| > step_time: 0.491 (0.4768118116259575) |
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| > loader_time: 0.0308 (0.026837269365787505) |
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[1m --> TIME: 2024-12-30 01:02:56 -- STEP: 1650/6002 -- GLOBAL_STEP: 1650[0m |
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| > loss_text_ce: 0.04022151231765747 (0.04704102712147165) |
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| > loss_mel_ce: 3.6105027198791504 (3.829550101973793) |
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| > loss: 0.05794800445437431 (0.061533196074041514) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4398 (0.477017613324252) |
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| > loader_time: 0.02 (0.026812257622227526) |
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[1m --> TIME: 2024-12-30 01:03:36 -- STEP: 1700/6002 -- GLOBAL_STEP: 1700[0m |
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| > loss_text_ce: 0.03919366002082825 (0.04680806023890483) |
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| > loss_mel_ce: 3.8266103267669678 (3.824273306481978) |
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| > loss: 0.061361972242593765 (0.06144573951249619) |
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| > grad_norm: 0 (0.0) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5966 (0.47707913819481346) |
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| > loader_time: 0.0251 (0.02679414650973152) |
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[1m --> TIME: 2024-12-30 01:04:16 -- STEP: 1750/6002 -- GLOBAL_STEP: 1750[0m |
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| > loss_text_ce: 0.03542264178395271 (0.04654297460083452) |
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| > loss_mel_ce: 3.3795509338378906 (3.8188166097913463) |
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| > loss: 0.05420593172311783 (0.061354917562433706) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5547 (0.4774178545815604) |
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| > loader_time: 0.021 (0.02678633771623884) |
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[1m --> TIME: 2024-12-30 01:04:56 -- STEP: 1800/6002 -- GLOBAL_STEP: 1800[0m |
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| > loss_text_ce: 0.03959862142801285 (0.04630284006914332) |
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| > loss_mel_ce: 3.632030963897705 (3.8139219266838493) |
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| > loss: 0.05827983841300011 (0.06127341252027292) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4546 (0.47767484996053905) |
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| > loader_time: 0.0296 (0.02680977953804864) |
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[1m --> TIME: 2024-12-30 01:05:38 -- STEP: 1850/6002 -- GLOBAL_STEP: 1850[0m |
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| > loss_text_ce: 0.03346290811896324 (0.04606245842636439) |
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| > loss_mel_ce: 3.5330114364624023 (3.809879682643993) |
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| > loss: 0.05661070719361305 (0.06120543432396817) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4331 (0.4781890937444326) |
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| > loader_time: 0.0199 (0.026898370175748258) |
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[1m --> TIME: 2024-12-30 01:06:19 -- STEP: 1900/6002 -- GLOBAL_STEP: 1900[0m |
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| > loss_text_ce: 0.0340726412832737 (0.04581871560431626) |
|
| > loss_mel_ce: 3.5862202644348145 (3.8049797315346563) |
|
| > loss: 0.05746496841311455 (0.061123788388151926) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4627 (0.47884815052935953) |
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| > loader_time: 0.0175 (0.026887878367775366) |
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[1m --> TIME: 2024-12-30 01:06:59 -- STEP: 1950/6002 -- GLOBAL_STEP: 1950[0m |
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| > loss_text_ce: 0.03572797030210495 (0.04558834460014718) |
|
| > loss_mel_ce: 3.5471978187561035 (3.8008341505588623) |
|
| > loss: 0.056871842592954636 (0.061054328819498085) |
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| > current_lr: 2e-05 |
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| > step_time: 0.6108 (0.4787305928499271) |
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| > loader_time: 0.0254 (0.02684088878142528) |
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[1m --> TIME: 2024-12-30 01:07:39 -- STEP: 2000/6002 -- GLOBAL_STEP: 2000[0m |
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| > loss_text_ce: 0.03143612667918205 (0.04538876673858614) |
|
| > loss_mel_ce: 3.5647497177124023 (3.796622838377952) |
|
| > loss: 0.057082317769527435 (0.06098431469872599) |
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| > current_lr: 2e-05 |
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| > step_time: 0.7056 (0.47885005521774293) |
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| > loader_time: 0.0495 (0.02683781385421753) |
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> CHECKPOINT : /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000/checkpoint_2000.pth |
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[1m --> TIME: 2024-12-30 01:08:28 -- STEP: 2050/6002 -- GLOBAL_STEP: 2050[0m |
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| > loss_text_ce: 0.03682936355471611 (0.04517200898288228) |
|
| > loss_mel_ce: 3.9358808994293213 (3.793177818670505) |
|
| > loss: 0.06305889785289764 (0.06092619124890832) |
|
| > current_lr: 2e-05 |
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| > step_time: 0.4844 (0.4789687699806399) |
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| > loader_time: 0.0211 (0.026785432303824075) |
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[1m --> TIME: 2024-12-30 01:09:09 -- STEP: 2100/6002 -- GLOBAL_STEP: 2100[0m |
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| > loss_text_ce: 0.039760056883096695 (0.0449434862339071) |
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| > loss_mel_ce: 3.8165323734283447 (3.78995084626334) |
|
| > loss: 0.0612109936773777 (0.06087134211191114) |
|
| > current_lr: 2e-05 |
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| > step_time: 0.4505 (0.47935111829212734) |
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| > loader_time: 0.035 (0.026807985305786132) |
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[1m --> TIME: 2024-12-30 01:09:56 -- STEP: 2150/6002 -- GLOBAL_STEP: 2150[0m |
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| > loss_text_ce: 0.037984710186719894 (0.0447108720182333) |
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| > loss_mel_ce: 3.7314722537994385 (3.7857457318416863) |
|
| > loss: 0.059832651168107986 (0.06080090196499996) |
|
| > current_lr: 2e-05 |
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| > step_time: 0.3157 (0.48122931336247643) |
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| > loader_time: 0.0211 (0.02703980412594108) |
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[1m --> TIME: 2024-12-30 01:10:37 -- STEP: 2200/6002 -- GLOBAL_STEP: 2200[0m |
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| > loss_text_ce: 0.03517594560980797 (0.044498620357533755) |
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| > loss_mel_ce: 3.550476312637329 (3.7821270552548496) |
|
| > loss: 0.05691511929035187 (0.06074009356681601) |
|
| > current_lr: 2e-05 |
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| > step_time: 0.5885 (0.48157778252254835) |
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| > loader_time: 0.0267 (0.027137104164470335) |
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[1m --> TIME: 2024-12-30 01:11:14 -- STEP: 2250/6002 -- GLOBAL_STEP: 2250[0m |
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| > 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) |
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| > loader_time: 0.0264 (0.027077984174092625) |
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[1m --> TIME: 2024-12-30 01:11:54 -- STEP: 2300/6002 -- GLOBAL_STEP: 2300[0m |
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| > 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) |
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[1m --> TIME: 2024-12-30 01:12:34 -- STEP: 2350/6002 -- GLOBAL_STEP: 2350[0m |
|
| > 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) |
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[1m --> TIME: 2024-12-30 01:13:13 -- STEP: 2400/6002 -- GLOBAL_STEP: 2400[0m |
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| > 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) |
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[1m --> TIME: 2024-12-30 01:13:53 -- STEP: 2450/6002 -- GLOBAL_STEP: 2450[0m |
|
| > 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) |
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[1m --> TIME: 2024-12-30 01:14:34 -- STEP: 2500/6002 -- GLOBAL_STEP: 2500[0m |
|
| > 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) |
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[1m --> TIME: 2024-12-30 01:15:12 -- STEP: 2550/6002 -- GLOBAL_STEP: 2550[0m |
|
| > 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) |
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[1m --> TIME: 2024-12-30 01:15:52 -- STEP: 2600/6002 -- GLOBAL_STEP: 2600[0m |
|
| > 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) |
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|
[1m --> TIME: 2024-12-30 01:16:35 -- STEP: 2650/6002 -- GLOBAL_STEP: 2650[0m |
|
| > 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) |
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[1m --> TIME: 2024-12-30 01:17:21 -- STEP: 2700/6002 -- GLOBAL_STEP: 2700[0m |
|
| > 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) |
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[1m --> TIME: 2024-12-30 01:18:06 -- STEP: 2750/6002 -- GLOBAL_STEP: 2750[0m |
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| > 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) |
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[1m --> TIME: 2024-12-30 01:18:50 -- STEP: 2800/6002 -- GLOBAL_STEP: 2800[0m |
|
| > 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) |
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[1m --> TIME: 2024-12-30 01:19:34 -- STEP: 2850/6002 -- GLOBAL_STEP: 2850[0m |
|
| > 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) |
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|
[1m --> TIME: 2024-12-30 01:20:16 -- STEP: 2900/6002 -- GLOBAL_STEP: 2900[0m |
|
| > 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) |
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|
[1m --> TIME: 2024-12-30 01:21:04 -- STEP: 2950/6002 -- GLOBAL_STEP: 2950[0m |
|
| > 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) |
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|
[1m --> TIME: 2024-12-30 01:21:49 -- STEP: 3000/6002 -- GLOBAL_STEP: 3000[0m |
|
| > 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) |
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|
|
> CHECKPOINT : /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000/checkpoint_3000.pth |
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|
|
[1m --> TIME: 2024-12-30 01:22:42 -- STEP: 3050/6002 -- GLOBAL_STEP: 3050[0m |
|
| > 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) |
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[1m --> TIME: 2024-12-30 01:23:23 -- STEP: 3100/6002 -- GLOBAL_STEP: 3100[0m |
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| > 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) |
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[1m --> TIME: 2024-12-30 01:24:08 -- STEP: 3150/6002 -- GLOBAL_STEP: 3150[0m |
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| > 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) |
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[1m --> TIME: 2024-12-30 01:24:54 -- STEP: 3200/6002 -- GLOBAL_STEP: 3200[0m |
|
| > 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) |
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|
[1m --> TIME: 2024-12-30 01:25:37 -- STEP: 3250/6002 -- GLOBAL_STEP: 3250[0m |
|
| > 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) |
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|
[1m --> TIME: 2024-12-30 01:26:16 -- STEP: 3300/6002 -- GLOBAL_STEP: 3300[0m |
|
| > 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) |
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[1m --> TIME: 2024-12-30 01:26:57 -- STEP: 3350/6002 -- GLOBAL_STEP: 3350[0m |
|
| > 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) |
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|
[1m --> TIME: 2024-12-30 01:27:38 -- STEP: 3400/6002 -- GLOBAL_STEP: 3400[0m |
|
| > 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) |
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|
[1m --> TIME: 2024-12-30 01:28:19 -- STEP: 3450/6002 -- GLOBAL_STEP: 3450[0m |
|
| > 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) |
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|
[1m --> TIME: 2024-12-30 01:28:59 -- STEP: 3500/6002 -- GLOBAL_STEP: 3500[0m |
|
| > loss_text_ce: 0.024391846731305122 (0.03976844373984) |
|
| > loss_mel_ce: 3.585198163986206 (3.712141513688224) |
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| > loss: 0.05729508399963379 (0.059554129759115865) |
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| > current_lr: 2e-05 |
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| > step_time: 0.7002 (0.49124583387374876) |
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| > loader_time: 0.0378 (0.028031714575631275) |
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[1m --> TIME: 2024-12-30 01:29:37 -- STEP: 3550/6002 -- GLOBAL_STEP: 3550[0m |
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| > loss_text_ce: 0.03099740669131279 (0.03962728336978131) |
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| > loss_mel_ce: 4.006753444671631 (3.709735386942474) |
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| > loss: 0.0640912875533104 (0.05951369663254479) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4007 (0.49066668114192047) |
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| > loader_time: 0.0191 (0.027975154728956623) |
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[1m --> TIME: 2024-12-30 01:30:16 -- STEP: 3600/6002 -- GLOBAL_STEP: 3600[0m |
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| > loss_text_ce: 0.030674085021018982 (0.039474885491654316) |
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| > loss_mel_ce: 3.4432268142700195 (3.7078173704279793) |
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| > loss: 0.05514128506183624 (0.059480832912441786) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5228 (0.49040138390329147) |
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| > loader_time: 0.0335 (0.027927243643336822) |
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[1m --> TIME: 2024-12-30 01:30:55 -- STEP: 3650/6002 -- GLOBAL_STEP: 3650[0m |
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| > loss_text_ce: 0.026122037321329117 (0.03931907305060188) |
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| > loss_mel_ce: 3.6015145778656006 (3.705512503075273) |
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| > loss: 0.05758153647184372 (0.05944177450280486) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4143 (0.49023031548277973) |
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| > loader_time: 0.0364 (0.02787715278259695) |
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[1m --> TIME: 2024-12-30 01:31:35 -- STEP: 3700/6002 -- GLOBAL_STEP: 3700[0m |
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| > loss_text_ce: 0.02743523381650448 (0.03916042726436583) |
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| > loss_mel_ce: 3.354773759841919 (3.703332479386716) |
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| > loss: 0.05368586257100105 (0.05940465276305743) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5988 (0.4901246357608486) |
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| > loader_time: 0.0256 (0.027862546315064296) |
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[1m --> TIME: 2024-12-30 01:32:16 -- STEP: 3750/6002 -- GLOBAL_STEP: 3750[0m |
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| > loss_text_ce: 0.0295662060379982 (0.0390073020105561) |
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| > loss_mel_ce: 3.3858094215393066 (3.7010629115422566) |
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| > loss: 0.05421231687068939 (0.05936619731684529) |
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| > current_lr: 2e-05 |
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| > step_time: 0.3628 (0.4901756063461304) |
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| > loader_time: 0.0226 (0.027881788889567053) |
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[1m --> TIME: 2024-12-30 01:32:55 -- STEP: 3800/6002 -- GLOBAL_STEP: 3800[0m |
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| > loss_text_ce: 0.031713977456092834 (0.038859153068869556) |
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| > loss_mel_ce: 3.3725593090057373 (3.6987966836753645) |
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| > loss: 0.05403608828783035 (0.059327873873867516) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4393 (0.4899703638177169) |
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| > loader_time: 0.0217 (0.027822606312601188) |
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[1m --> TIME: 2024-12-30 01:33:35 -- STEP: 3850/6002 -- GLOBAL_STEP: 3850[0m |
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| > loss_text_ce: 0.027207428589463234 (0.03870812715793202) |
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| > loss_mel_ce: 3.3504486083984375 (3.697422211263087) |
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| > loss: 0.05361359193921089 (0.05930365961577214) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4353 (0.48986575287657896) |
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| > loader_time: 0.0305 (0.02781072833321311) |
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[1m --> TIME: 2024-12-30 01:34:16 -- STEP: 3900/6002 -- GLOBAL_STEP: 3900[0m |
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| > loss_text_ce: 0.027358777821063995 (0.038559231611494105) |
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| > loss_mel_ce: 3.4442620277404785 (3.6953005033272963) |
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| > loss: 0.055105093866586685 (0.05926761829318147) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4972 (0.4899484032850999) |
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| > loader_time: 0.0201 (0.027803114194136395) |
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[1m --> TIME: 2024-12-30 01:34:57 -- STEP: 3950/6002 -- GLOBAL_STEP: 3950[0m |
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| > loss_text_ce: 0.027065228670835495 (0.03841818202617051) |
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| > loss_mel_ce: 3.507192373275757 (3.6929655216917205) |
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| > loss: 0.05609933286905289 (0.05922831620313702) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5169 (0.4898816627188574) |
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| > loader_time: 0.0318 (0.02779663073865673) |
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[1m --> TIME: 2024-12-30 01:35:38 -- STEP: 4000/6002 -- GLOBAL_STEP: 4000[0m |
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| > loss_text_ce: 0.03047190047800541 (0.038274337165057695) |
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| > loss_mel_ce: 3.5529725551605225 (3.690470466196537) |
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| > loss: 0.05688007175922394 (0.059186428890563574) |
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| > current_lr: 2e-05 |
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| > step_time: 0.422 (0.4900319367647171) |
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| > loader_time: 0.0219 (0.027796589374542234) |
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> CHECKPOINT : /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000/checkpoint_4000.pth |
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[1m --> TIME: 2024-12-30 01:36:25 -- STEP: 4050/6002 -- GLOBAL_STEP: 4050[0m |
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| > loss_text_ce: 0.028055250644683838 (0.03814000021850257) |
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| > loss_mel_ce: 3.4821979999542236 (3.689021793530311) |
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| > loss: 0.055718306452035904 (0.059161301750091884) |
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| > current_lr: 2e-05 |
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| > step_time: 0.3074 (0.4896217191366502) |
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| > loader_time: 0.0125 (0.02772565305968861) |
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[1m --> TIME: 2024-12-30 01:37:08 -- STEP: 4100/6002 -- GLOBAL_STEP: 4100[0m |
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| > loss_text_ce: 0.02221054583787918 (0.037994503082662126) |
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| > loss_mel_ce: 3.7287216186523438 (3.6872424813014706) |
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| > loss: 0.05953861027956009 (0.05913074921998312) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4071 (0.48995314946988733) |
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| > loader_time: 0.026 (0.02777199343937199) |
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[1m --> TIME: 2024-12-30 01:37:50 -- STEP: 4150/6002 -- GLOBAL_STEP: 4150[0m |
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| > loss_text_ce: 0.029226908460259438 (0.03785819608897692) |
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| > loss_mel_ce: 3.5801517963409424 (3.685956733657653) |
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| > loss: 0.05729173123836517 (0.05910817692168509) |
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| > current_lr: 2e-05 |
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| > step_time: 0.3586 (0.49016820137759287) |
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| > loader_time: 0.0248 (0.02784037107444671) |
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[1m --> TIME: 2024-12-30 01:38:31 -- STEP: 4200/6002 -- GLOBAL_STEP: 4200[0m |
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| > 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) |
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| > loader_time: 0.0261 (0.027859196549370177) |
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[1m --> TIME: 2024-12-30 01:39:15 -- STEP: 4250/6002 -- GLOBAL_STEP: 4250[0m |
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| > 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) |
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| > loader_time: 0.0359 (0.02790294153550093) |
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[1m --> TIME: 2024-12-30 01:39:56 -- STEP: 4300/6002 -- GLOBAL_STEP: 4300[0m |
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| > 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) |
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[1m --> TIME: 2024-12-30 01:40:36 -- STEP: 4350/6002 -- GLOBAL_STEP: 4350[0m |
|
| > 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) |
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[1m --> TIME: 2024-12-30 01:41:15 -- STEP: 4400/6002 -- GLOBAL_STEP: 4400[0m |
|
| > 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) |
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[1m --> TIME: 2024-12-30 01:41:52 -- STEP: 4450/6002 -- GLOBAL_STEP: 4450[0m |
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| > 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) |
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[1m --> TIME: 2024-12-30 01:42:32 -- STEP: 4500/6002 -- GLOBAL_STEP: 4500[0m |
|
| > 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) |
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[1m --> TIME: 2024-12-30 01:43:12 -- STEP: 4550/6002 -- GLOBAL_STEP: 4550[0m |
|
| > 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) |
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[1m --> TIME: 2024-12-30 01:43:53 -- STEP: 4600/6002 -- GLOBAL_STEP: 4600[0m |
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| > 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) |
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[1m --> TIME: 2024-12-30 01:44:33 -- STEP: 4650/6002 -- GLOBAL_STEP: 4650[0m |
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| > 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) |
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| > loader_time: 0.0249 (0.02767462607352968) |
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[1m --> TIME: 2024-12-30 01:45:15 -- STEP: 4700/6002 -- GLOBAL_STEP: 4700[0m |
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| > 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) |
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| > loader_time: 0.0211 (0.027677724564329143) |
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[1m --> TIME: 2024-12-30 01:45:57 -- STEP: 4750/6002 -- GLOBAL_STEP: 4750[0m |
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| > 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) |
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| > loader_time: 0.014 (0.027689735914531544) |
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[1m --> TIME: 2024-12-30 01:46:38 -- STEP: 4800/6002 -- GLOBAL_STEP: 4800[0m |
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| > 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) |
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| > loader_time: 0.0185 (0.02770391558607423) |
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[1m --> TIME: 2024-12-30 01:47:18 -- STEP: 4850/6002 -- GLOBAL_STEP: 4850[0m |
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| > 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) |
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[1m --> TIME: 2024-12-30 01:48:01 -- STEP: 4900/6002 -- GLOBAL_STEP: 4900[0m |
|
| > 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) |
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|
[1m --> TIME: 2024-12-30 01:48:45 -- STEP: 4950/6002 -- GLOBAL_STEP: 4950[0m |
|
| > 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) |
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|
[1m --> TIME: 2024-12-30 01:49:27 -- STEP: 5000/6002 -- GLOBAL_STEP: 5000[0m |
|
| > 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) |
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|
|
> CHECKPOINT : /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000/checkpoint_5000.pth |
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|
[1m --> TIME: 2024-12-30 01:50:19 -- STEP: 5050/6002 -- GLOBAL_STEP: 5050[0m |
|
| > loss_text_ce: 0.02822197414934635 (0.035771579102493185) |
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| > 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) |
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[1m --> TIME: 2024-12-30 01:51:01 -- STEP: 5100/6002 -- GLOBAL_STEP: 5100[0m |
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| > loss_text_ce: 0.024986062198877335 (0.035676449275046034) |
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| > 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) |
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[1m --> TIME: 2024-12-30 01:51:46 -- STEP: 5150/6002 -- GLOBAL_STEP: 5150[0m |
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| > 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) |
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[1m --> TIME: 2024-12-30 01:52:30 -- STEP: 5200/6002 -- GLOBAL_STEP: 5200[0m |
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| > 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) |
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[1m --> TIME: 2024-12-30 01:53:14 -- STEP: 5250/6002 -- GLOBAL_STEP: 5250[0m |
|
| > 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) |
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[1m --> TIME: 2024-12-30 01:53:57 -- STEP: 5300/6002 -- GLOBAL_STEP: 5300[0m |
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| > loss_text_ce: 0.0242972020059824 (0.035298826923277654) |
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| > loss_mel_ce: 3.586545467376709 (3.64960503083355) |
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| > loss: 0.05731496587395668 (0.058490540804868624) |
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| > current_lr: 2e-05 |
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| > step_time: 0.3866 (0.4929098438316921) |
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| > loader_time: 0.0199 (0.027892600320420208) |
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[1m --> TIME: 2024-12-30 01:54:41 -- STEP: 5350/6002 -- GLOBAL_STEP: 5350[0m |
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| > loss_text_ce: 0.025083409622311592 (0.035204955583490585) |
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| > loss_mel_ce: 3.6210691928863525 (3.6480538712260877) |
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| > loss: 0.057875439524650574 (0.05846442919955634) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4586 (0.4932519602552753) |
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| > loader_time: 0.0339 (0.02795626029790008) |
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[1m --> TIME: 2024-12-30 01:55:25 -- STEP: 5400/6002 -- GLOBAL_STEP: 5400[0m |
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| > loss_text_ce: 0.022620290517807007 (0.035115678355235845) |
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| > loss_mel_ce: 3.4405019283294678 (3.646757841816655) |
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| > loss: 0.05497019737958908 (0.05844244020473628) |
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| > current_lr: 2e-05 |
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| > step_time: 0.6889 (0.4936178691298873) |
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| > loader_time: 0.0241 (0.02802199959754947) |
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[1m --> TIME: 2024-12-30 01:56:09 -- STEP: 5450/6002 -- GLOBAL_STEP: 5450[0m |
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| > loss_text_ce: 0.021606167778372765 (0.03502781412880362) |
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| > loss_mel_ce: 3.72196364402771 (3.6453471087534495) |
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| > loss: 0.05942174792289734 (0.05841865294775287) |
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| > current_lr: 2e-05 |
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| > step_time: 0.6414 (0.49397716710326867) |
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| > loader_time: 0.0272 (0.028058030102231117) |
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[1m --> TIME: 2024-12-30 01:56:55 -- STEP: 5500/6002 -- GLOBAL_STEP: 5500[0m |
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| > loss_text_ce: 0.025817900896072388 (0.03494065776602795) |
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| > loss_mel_ce: 3.355576992034912 (3.6440081142945724) |
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| > loss: 0.05367293581366539 (0.05839601563188165) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5439 (0.494505962415175) |
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| > loader_time: 0.0346 (0.028142550468444855) |
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[1m --> TIME: 2024-12-30 01:57:40 -- STEP: 5550/6002 -- GLOBAL_STEP: 5550[0m |
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| > loss_text_ce: 0.024645306169986725 (0.03485941884183408) |
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| > loss_mel_ce: 3.4164016246795654 (3.6428923876221115) |
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| > loss: 0.05461979657411575 (0.05837701617798829) |
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| > current_lr: 2e-05 |
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| > step_time: 0.6485 (0.4949929647187929) |
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| > loader_time: 0.0422 (0.028217135034165973) |
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[1m --> TIME: 2024-12-30 01:58:26 -- STEP: 5600/6002 -- GLOBAL_STEP: 5600[0m |
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| > loss_text_ce: 0.02242615632712841 (0.03477850356871005) |
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| > loss_mel_ce: 3.3064558506011963 (3.641616915166378) |
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| > loss: 0.05283939838409424 (0.05835548621136697) |
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| > current_lr: 2e-05 |
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| > step_time: 0.5758 (0.4955240381189755) |
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| > loader_time: 0.0355 (0.028275011437279868) |
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[1m --> TIME: 2024-12-30 01:59:10 -- STEP: 5650/6002 -- GLOBAL_STEP: 5650[0m |
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| > loss_text_ce: 0.025614473968744278 (0.034695676444180874) |
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| > loss_mel_ce: 3.2869324684143066 (3.6404073712678082) |
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| > loss: 0.05258011445403099 (0.05833497237974566) |
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| > current_lr: 2e-05 |
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| > step_time: 0.3979 (0.4958073175058956) |
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| > loader_time: 0.0253 (0.02836976692739844) |
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[1m --> TIME: 2024-12-30 01:59:55 -- STEP: 5700/6002 -- GLOBAL_STEP: 5700[0m |
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| > loss_text_ce: 0.025230132043361664 (0.03461922370845034) |
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| > loss_mel_ce: 3.4314792156219482 (3.6388594757046615) |
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| > loss: 0.05486840754747391 (0.05830918907073508) |
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| > current_lr: 2e-05 |
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| > step_time: 0.4072 (0.496190904148838) |
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| > loader_time: 0.0219 (0.028429660127874037) |
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[1m --> TIME: 2024-12-30 02:00:40 -- STEP: 5750/6002 -- GLOBAL_STEP: 5750[0m |
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| > loss_text_ce: 0.02715798281133175 (0.03454175998140942) |
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| > loss_mel_ce: 3.399603843688965 (3.637679007778997) |
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| > loss: 0.05439304932951927 (0.05828922190096069) |
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| > current_lr: 2e-05 |
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| > step_time: 0.721 (0.4965552798976069) |
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| > loader_time: 0.0627 (0.028482638234677553) |
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[1m --> TIME: 2024-12-30 02:01:25 -- STEP: 5800/6002 -- GLOBAL_STEP: 5800[0m |
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| > loss_text_ce: 0.023144487291574478 (0.03446551747844913) |
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| > loss_mel_ce: 3.4899260997772217 (3.636766396349874) |
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| > loss: 0.05576302856206894 (0.058273525805180464) |
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| > current_lr: 2e-05 |
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| > step_time: 0.6243 (0.49699302603458534) |
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| > loader_time: 0.0396 (0.02856235911106244) |
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[1m --> TIME: 2024-12-30 02:02:08 -- STEP: 5850/6002 -- GLOBAL_STEP: 5850[0m |
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| > loss_text_ce: 0.024295246228575706 (0.034388408996483245) |
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| > loss_mel_ce: 3.3433644771575928 (3.635293799995357) |
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| > loss: 0.0534549206495285 (0.05824892731685926) |
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| > current_lr: 2e-05 |
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| > step_time: 0.409 (0.4971664164208958) |
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| > loader_time: 0.0185 (0.028609883927891426) |
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[1m --> TIME: 2024-12-30 02:02:50 -- STEP: 5900/6002 -- GLOBAL_STEP: 5900[0m |
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| > loss_text_ce: 0.023164132609963417 (0.03431596437153429) |
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| > loss_mel_ce: 3.1859889030456543 (3.6339889104083434) |
|
| > loss: 0.050938937813043594 (0.05822706486587809) |
|
| > current_lr: 2e-05 |
|
| > step_time: 0.2999 (0.49721170817391347) |
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| > loader_time: 0.0178 (0.02861640513953519) |
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[1m --> TIME: 2024-12-30 02:03:32 -- STEP: 5950/6002 -- GLOBAL_STEP: 5950[0m |
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| > loss_text_ce: 0.022595925256609917 (0.03423797147395485) |
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| > loss_mel_ce: 3.491562843322754 (3.633040804862976) |
|
| > loss: 0.05578029900789261 (0.05821077759213309) |
|
| > current_lr: 2e-05 |
|
| > step_time: 0.5981 (0.4973318855702376) |
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| > loader_time: 0.0321 (0.02864529573616864) |
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|
[1m --> TIME: 2024-12-30 02:04:17 -- STEP: 6000/6002 -- GLOBAL_STEP: 6000[0m |
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| > loss_text_ce: 0.023278936743736267 (0.034163964149852656) |
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| > loss_mel_ce: 3.5854175090789795 (3.6314730488856632) |
|
| > loss: 0.057280898094177246 (0.05818471785696846) |
|
| > current_lr: 2e-05 |
|
| > step_time: 0.5652 (0.4977147288719813) |
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| > loader_time: 0.0407 (0.02869656948248548) |
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> CHECKPOINT : /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000/checkpoint_6000.pth |
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[1m > EVALUATION [0m |
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[1m--> EVAL PERFORMANCE[0m |
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| > avg_loader_time: 0.19205638340541295 [0m(+0) |
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| > avg_loss_text_ce: 0.023508160774196898 [0m(+0) |
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| > avg_loss_mel_ce: 3.458778922046934 [0m(+0) |
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| > avg_loss: 3.4822870705808913 [0m(+0) |
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> BEST MODEL : /kaggle/working/finetuned/viXTTS-FT-Code-December-30-2024_12+40AM-0000000/best_model_6002.pth |
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