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training_log.txt
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training_log.txt
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Starting training from scratch...
---------------epoch 1---------------
Step: 5, loss: 1.0822259187698364
Step: 10, loss: 0.9125351309776306
Step: 15, loss: 0.7997774481773376
Step: 20, loss: 0.5550408959388733
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 25, loss: 0.49968045949935913
Step: 30, loss: 0.1738675832748413
Step: 35, loss: 0.6028796434402466
Step: 40, loss: 0.1895018070936203
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 45, loss: 0.3541315197944641
Step: 50, loss: 0.147559255361557
Step: 55, loss: 0.10205551236867905
Step: 60, loss: 0.12238278239965439
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 65, loss: 0.18463605642318726
Step: 70, loss: 0.15308357775211334
Step: 75, loss: 0.12210983783006668
Step: 80, loss: 0.12659794092178345
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 85, loss: 0.07891898602247238
Step: 90, loss: 0.22498807311058044
Step: 95, loss: 0.09023942053318024
Step: 100, loss: 0.20596429705619812
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 105, loss: 0.1515614539384842
Step: 110, loss: 0.15897658467292786
Step: 115, loss: 0.13214224576950073
Step: 120, loss: 0.09900451451539993
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 125, loss: 0.08965577185153961
Step: 130, loss: 0.22459539771080017
Step: 135, loss: 0.14372526109218597
Step: 140, loss: 0.08734963089227676
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 145, loss: 0.16635720431804657
Step: 150, loss: 0.09165714681148529
Step: 155, loss: 0.10382425040006638
Step: 160, loss: 0.1897711306810379
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 165, loss: 0.11099202930927277
Step: 170, loss: 0.07241687178611755
Step: 175, loss: 0.13327303528785706
Step: 180, loss: 0.12997469305992126
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 185, loss: 0.28739863634109497
Step: 190, loss: 0.1407545804977417
Step: 195, loss: 0.07427243143320084
Step: 200, loss: 0.14632296562194824
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 200: 0.7872041463851929
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 205, loss: 0.12985433638095856
Step: 210, loss: 0.1979651302099228
Step: 215, loss: 0.16721178591251373
Step: 220, loss: 0.15038295090198517
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 225, loss: 0.1636037975549698
Step: 230, loss: 0.08803392201662064
Step: 235, loss: 0.11917178332805634
Step: 240, loss: 0.09667463600635529
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 245, loss: 0.11220072954893112
Step: 250, loss: 0.11340852826833725
Step: 255, loss: 0.08725683391094208
Step: 260, loss: 0.14164721965789795
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 265, loss: 0.14685654640197754
Step: 270, loss: 0.19369696080684662
Step: 275, loss: 0.1415359526872635
Step: 280, loss: 0.18382616341114044
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 285, loss: 0.08894801139831543
Step: 290, loss: 0.1661950945854187
Step: 295, loss: 0.07879190146923065
Step: 300, loss: 0.12241708487272263
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 305, loss: 0.09742192178964615
Step: 310, loss: 0.1985556185245514
Step: 315, loss: 0.06280666589736938
Step: 320, loss: 0.16995836794376373
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 325, loss: 0.10557518899440765
Step: 330, loss: 0.043402642011642456
Step: 335, loss: 0.053796347230672836
Step: 340, loss: 0.06764139980077744
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 345, loss: 0.055760663002729416
Step: 350, loss: 0.07610131800174713
Step: 355, loss: 0.05832372233271599
Step: 360, loss: 0.13057807087898254
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 365, loss: 0.15232650935649872
Step: 370, loss: 0.053657449781894684
Step: 375, loss: 0.08067303150892258
Step: 380, loss: 0.1115138903260231
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 385, loss: 0.076969675719738
Step: 390, loss: 0.07696367800235748
Step: 395, loss: 0.08847357332706451
Step: 400, loss: 0.07610336691141129
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 400: 0.6781927347183228
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 405, loss: 0.1799633800983429
Step: 410, loss: 0.10132639855146408
Step: 415, loss: 0.11633473634719849
Step: 420, loss: 0.08674314618110657
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 425, loss: 0.08654714375734329
Step: 430, loss: 0.10090235620737076
Step: 435, loss: 0.06254184991121292
Step: 440, loss: 0.06696611642837524
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Time taken for epoch 2 is 6517 sec
---------------epoch 2---------------
Step: 445, loss: 0.17791518568992615
Step: 450, loss: 0.1301514059305191
Step: 455, loss: 0.05350611358880997
Step: 460, loss: 0.06762298941612244
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 465, loss: 0.053106456995010376
Step: 470, loss: 0.055320944637060165
Step: 475, loss: 0.09513016790151596
Step: 480, loss: 0.08591935783624649
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 485, loss: 0.05635777488350868
Step: 490, loss: 0.04943119361996651
Step: 495, loss: 0.0659404918551445
Step: 500, loss: 0.0650685504078865
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 505, loss: 0.046994034200906754
Step: 510, loss: 0.10397005081176758
Step: 515, loss: 0.03865618631243706
Step: 520, loss: 0.07008267939090729
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 525, loss: 0.0545189306139946
Step: 530, loss: 0.2117605358362198
Step: 535, loss: 0.12992489337921143
Step: 540, loss: 0.08423864841461182
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 545, loss: 0.027650276198983192
Step: 550, loss: 0.11014358699321747
Step: 555, loss: 0.2642245888710022
Step: 560, loss: 0.07986524701118469
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 565, loss: 0.03203820809721947
Step: 570, loss: 0.052708689123392105
Step: 575, loss: 0.05032525584101677
Step: 580, loss: 0.1729879528284073
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 585, loss: 0.051642898470163345
Step: 590, loss: 0.08145087212324142
Step: 595, loss: 0.0383792482316494
Step: 600, loss: 0.07822909951210022
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 600: 0.49667200446128845
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 605, loss: 0.048420120030641556
Step: 610, loss: 0.07790403813123703
Step: 615, loss: 0.142727792263031
Step: 620, loss: 0.0723276436328888
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 625, loss: 0.08478397130966187
Step: 630, loss: 0.03384222835302353
Step: 635, loss: 0.08418679982423782
Step: 640, loss: 0.10059564560651779
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 645, loss: 0.07263460755348206
Step: 650, loss: 0.05010183900594711
Step: 655, loss: 0.04517042264342308
Step: 660, loss: 0.05683248117566109
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 665, loss: 0.030168499797582626
Step: 670, loss: 0.044316861778497696
Step: 675, loss: 0.03895153850317001
Step: 680, loss: 0.05565447732806206
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 685, loss: 0.10216023027896881
Step: 690, loss: 0.13268889486789703
Step: 695, loss: 0.0825461894273758
Step: 700, loss: 0.11462827026844025
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 705, loss: 0.08383689075708389
Step: 710, loss: 0.18025578558444977
Step: 715, loss: 0.14449375867843628
Step: 720, loss: 0.13926947116851807
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 725, loss: 0.0552714541554451
Step: 730, loss: 0.04783032834529877
Step: 735, loss: 0.09609776735305786
Step: 740, loss: 0.03816498443484306
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 745, loss: 0.12777377665042877
Step: 750, loss: 0.06184525042772293
Step: 755, loss: 0.06150159612298012
Step: 760, loss: 0.0770411267876625
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 765, loss: 0.05353182926774025
Step: 770, loss: 0.042455922812223434
Step: 775, loss: 0.05991218611598015
Step: 780, loss: 0.18690140545368195
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 785, loss: 0.09416691958904266
Step: 790, loss: 0.12290839850902557
Step: 795, loss: 0.11688554286956787
Step: 800, loss: 0.037838492542505264
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 800: 0.28427252173423767
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 805, loss: 0.05745482072234154
Step: 810, loss: 0.1892791986465454
Step: 815, loss: 0.03716422989964485
Step: 820, loss: 0.11140568554401398
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 825, loss: 0.12635532021522522
Step: 830, loss: 0.039237529039382935
Step: 835, loss: 0.0602039098739624
Step: 840, loss: 0.03454551473259926
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 845, loss: 0.034910835325717926
Step: 850, loss: 0.12798462808132172
Step: 855, loss: 0.09112101793289185
Step: 860, loss: 0.1215151846408844
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 865, loss: 0.12270040065050125
Step: 870, loss: 0.1131005734205246
Step: 875, loss: 0.06218740716576576
Step: 880, loss: 0.05914674699306488
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 885, loss: 0.05404726415872574
Time taken for epoch 3 is 1120 sec
---------------epoch 3---------------
Step: 890, loss: 0.04637865349650383
Step: 895, loss: 0.06330334395170212
Step: 900, loss: 0.022796468809247017
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 905, loss: 0.06723415106534958
Step: 910, loss: 0.04257504642009735
Step: 915, loss: 0.02841266058385372
Step: 920, loss: 0.10280933231115341
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 925, loss: 0.040598560124635696
Step: 930, loss: 0.15061424672603607
Step: 935, loss: 0.048754096031188965
Step: 940, loss: 0.1519310474395752
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 945, loss: 0.09172304719686508
Step: 950, loss: 0.051956869661808014
Step: 955, loss: 0.06433646380901337
Step: 960, loss: 0.0447988286614418
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 965, loss: 0.05762896686792374
Step: 970, loss: 0.040179576724767685
Step: 975, loss: 0.0477248951792717
Step: 980, loss: 0.12689021229743958
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 985, loss: 0.04802684858441353
Step: 990, loss: 0.0879717767238617
Step: 995, loss: 0.054837487637996674
Step: 1000, loss: 0.04002802446484566
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 1000: 0.16849932074546814
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 1005, loss: 0.09827536344528198
Step: 1010, loss: 0.03786875680088997
Step: 1015, loss: 0.08663377165794373
Step: 1020, loss: 0.025162173435091972
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1025, loss: 0.09101465344429016
Step: 1030, loss: 0.1194748505949974
Step: 1035, loss: 0.04216732829809189
Step: 1040, loss: 0.05541885271668434
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1045, loss: 0.02022944577038288
Step: 1050, loss: 0.09603186696767807
Step: 1055, loss: 0.10453697293996811
Step: 1060, loss: 0.06769497692584991
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1065, loss: 0.03385307639837265
Step: 1070, loss: 0.033393699675798416
Step: 1075, loss: 0.023094436153769493
Step: 1080, loss: 0.11684383451938629
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1085, loss: 0.16360419988632202
Step: 1090, loss: 0.07236552238464355
Step: 1095, loss: 0.15560664236545563
Step: 1100, loss: 0.03628376126289368
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1105, loss: 0.02203160710632801
Step: 1110, loss: 0.07281861454248428
Step: 1115, loss: 0.05267183110117912
Step: 1120, loss: 0.04490901902318001
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1125, loss: 0.03886263072490692
Step: 1130, loss: 0.17368629574775696
Step: 1135, loss: 0.0789545476436615
Step: 1140, loss: 0.06548594683408737
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1145, loss: 0.06285955011844635
Step: 1150, loss: 0.08644985407590866
Step: 1155, loss: 0.027008043602108955
Step: 1160, loss: 0.042809635400772095
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1165, loss: 0.09782694280147552
Step: 1170, loss: 0.07196071743965149
Step: 1175, loss: 0.03697975352406502
Step: 1180, loss: 0.04723715782165527
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1185, loss: 0.12743937969207764
Step: 1190, loss: 0.09803537279367447
Step: 1195, loss: 0.0506424680352211
Step: 1200, loss: 0.04565951228141785
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 1200: 0.1344437450170517
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 1205, loss: 0.06942693889141083
Step: 1210, loss: 0.06995446234941483
Step: 1215, loss: 0.117760568857193
Step: 1220, loss: 0.043409314006567
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1225, loss: 0.031818173825740814
Step: 1230, loss: 0.04946943745017052
Step: 1235, loss: 0.09521782398223877
Step: 1240, loss: 0.03685148060321808
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1245, loss: 0.050881776958703995
Step: 1250, loss: 0.09826251119375229
Step: 1255, loss: 0.10164771229028702
Step: 1260, loss: 0.16513514518737793
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1265, loss: 0.04464232549071312
Step: 1270, loss: 0.028111806139349937
Step: 1275, loss: 0.0903720110654831
Step: 1280, loss: 0.04463563859462738
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1285, loss: 0.12208106368780136
Step: 1290, loss: 0.1449500024318695
Step: 1295, loss: 0.12157385051250458
Step: 1300, loss: 0.139535054564476
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1305, loss: 0.05063847452402115
Step: 1310, loss: 0.02843593992292881
Step: 1315, loss: 0.09234631061553955
Step: 1320, loss: 0.018425874412059784
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1325, loss: 0.07336607575416565
Time taken for epoch 4 is 1111 sec
---------------epoch 4---------------
Step: 1330, loss: 0.180503711104393
Step: 1335, loss: 0.042850345373153687
Step: 1340, loss: 0.05057536065578461
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1345, loss: 0.025795647874474525
Step: 1350, loss: 0.03963649645447731
Step: 1355, loss: 0.02833266742527485
Step: 1360, loss: 0.07045149803161621
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1365, loss: 0.055264122784137726
Step: 1370, loss: 0.0279646348208189
Step: 1375, loss: 0.038309723138809204
Step: 1380, loss: 0.0446111261844635
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1385, loss: 0.07614857703447342
Step: 1390, loss: 0.05245107412338257
Step: 1395, loss: 0.03026578202843666
Step: 1400, loss: 0.05847303941845894
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 1400: 0.13038846850395203
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 1405, loss: 0.057286448776721954
Step: 1410, loss: 0.030585289001464844
Step: 1415, loss: 0.11183908581733704
Step: 1420, loss: 0.11059528589248657
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1425, loss: 0.05893874540925026
Step: 1430, loss: 0.043850816786289215
Step: 1435, loss: 0.05266926810145378
Step: 1440, loss: 0.04886743798851967
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1445, loss: 0.0893571525812149
Step: 1450, loss: 0.06370014697313309
Step: 1455, loss: 0.16385646164417267
Step: 1460, loss: 0.12185252457857132
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1465, loss: 0.026330232620239258
Step: 1470, loss: 0.02033495344221592
Step: 1475, loss: 0.07608731091022491
Step: 1480, loss: 0.08929650485515594
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1485, loss: 0.062286827713251114
Step: 1490, loss: 0.07187188416719437
Step: 1495, loss: 0.04671887680888176
Step: 1500, loss: 0.03376545384526253
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1505, loss: 0.03836372122168541
Step: 1510, loss: 0.11421888321638107
Step: 1515, loss: 0.12554843723773956
Step: 1520, loss: 0.06299915164709091
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1525, loss: 0.041542064398527145
Step: 1530, loss: 0.020856136456131935
Step: 1535, loss: 0.0433175303041935
Step: 1540, loss: 0.06438473612070084
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1545, loss: 0.06977862119674683
Step: 1550, loss: 0.02097323164343834
Step: 1555, loss: 0.024630995467305183
Step: 1560, loss: 0.04439924657344818
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1565, loss: 0.050124090164899826
Step: 1570, loss: 0.025856390595436096
Step: 1575, loss: 0.05304662883281708
Step: 1580, loss: 0.04943634569644928
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1585, loss: 0.05712476745247841
Step: 1590, loss: 0.057133886963129044
Step: 1595, loss: 0.07524781674146652
Step: 1600, loss: 0.05265682190656662
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 1600: 0.1265679895877838
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 1605, loss: 0.030562618747353554
Step: 1610, loss: 0.05641328543424606
Step: 1615, loss: 0.10890907794237137
Step: 1620, loss: 0.038147732615470886
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1625, loss: 0.02009390853345394
Step: 1630, loss: 0.044411249458789825
Step: 1635, loss: 0.02267342619597912
Step: 1640, loss: 0.0323767364025116
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1645, loss: 0.06582335382699966
Step: 1650, loss: 0.02115188166499138
Step: 1655, loss: 0.070903480052948
Step: 1660, loss: 0.059891581535339355
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1665, loss: 0.029304631054401398
Step: 1670, loss: 0.049750760197639465
Step: 1675, loss: 0.0541987419128418
Step: 1680, loss: 0.14328859746456146
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1685, loss: 0.06288783252239227
Step: 1690, loss: 0.052740488201379776
Step: 1695, loss: 0.06523217260837555
Step: 1700, loss: 0.07626817375421524
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1705, loss: 0.0365627259016037
Step: 1710, loss: 0.10772097110748291
Step: 1715, loss: 0.04804861173033714
Step: 1720, loss: 0.10466068983078003
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1725, loss: 0.057157523930072784
Step: 1730, loss: 0.06502959132194519
Step: 1735, loss: 0.0331115685403347
Step: 1740, loss: 0.012854598462581635
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1745, loss: 0.03827197104692459
Step: 1750, loss: 0.028316698968410492
Step: 1755, loss: 0.031382665038108826
Step: 1760, loss: 0.13512484729290009
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1765, loss: 0.05455007031559944
Step: 1770, loss: 0.03729182109236717
Time taken for epoch 5 is 1110 sec
---------------epoch 5---------------
Step: 1775, loss: 0.14237406849861145
Step: 1780, loss: 0.06906350702047348
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1785, loss: 0.035991594195365906
Step: 1790, loss: 0.08168606460094452
Step: 1795, loss: 0.027766363695263863
Step: 1800, loss: 0.017491519451141357
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 1800: 0.125200092792511
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 1805, loss: 0.06265474855899811
Step: 1810, loss: 0.02676813304424286
Step: 1815, loss: 0.07684492319822311
Step: 1820, loss: 0.03898845613002777
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1825, loss: 0.06248781457543373
Step: 1830, loss: 0.06060418486595154
Step: 1835, loss: 0.031819507479667664
Step: 1840, loss: 0.09102015942335129
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1845, loss: 0.06754837185144424
Step: 1850, loss: 0.07398941367864609
Step: 1855, loss: 0.1184232160449028
Step: 1860, loss: 0.05392706021666527
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1865, loss: 0.06196893751621246
Step: 1870, loss: 0.09891945868730545
Step: 1875, loss: 0.05119188874959946
Step: 1880, loss: 0.014745433814823627
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1885, loss: 0.11069461703300476
Step: 1890, loss: 0.053763438016176224
Step: 1895, loss: 0.028023909777402878
Step: 1900, loss: 0.11641595512628555
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1905, loss: 0.04575071111321449
Step: 1910, loss: 0.11200577020645142
Step: 1915, loss: 0.02220872789621353
Step: 1920, loss: 0.019123390316963196
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1925, loss: 0.028798876330256462
Step: 1930, loss: 0.040692076086997986
Step: 1935, loss: 0.07711153477430344
Step: 1940, loss: 0.08784058690071106
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1945, loss: 0.11006564646959305
Step: 1950, loss: 0.0675663948059082
Step: 1955, loss: 0.03184833750128746
Step: 1960, loss: 0.03841722384095192
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1965, loss: 0.034093163907527924
Step: 1970, loss: 0.04665149375796318
Step: 1975, loss: 0.0465797483921051
Step: 1980, loss: 0.032289694994688034
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 1985, loss: 0.05986398831009865
Step: 1990, loss: 0.09892544895410538
Step: 1995, loss: 0.019371459260582924
Step: 2000, loss: 0.12432689964771271
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 2000: 0.1250053495168686
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 2005, loss: 0.028750335797667503
Step: 2010, loss: 0.1545005589723587
Step: 2015, loss: 0.05580233037471771
Step: 2020, loss: 0.19202536344528198
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2025, loss: 0.028620153665542603
Step: 2030, loss: 0.024079803377389908
Step: 2035, loss: 0.02511957287788391
Step: 2040, loss: 0.03722105547785759
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2045, loss: 0.017974000424146652
Step: 2050, loss: 0.05638343468308449
Step: 2055, loss: 0.03259972482919693
Step: 2060, loss: 0.08535544574260712
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2065, loss: 0.06036864593625069
Step: 2070, loss: 0.07762855291366577
Step: 2075, loss: 0.1554017812013626
Step: 2080, loss: 0.032752860337495804
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2085, loss: 0.03362506628036499
Step: 2090, loss: 0.03755133971571922
Step: 2095, loss: 0.05226481333374977
Step: 2100, loss: 0.05856843292713165
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2105, loss: 0.056369561702013016
Step: 2110, loss: 0.0285172238945961
Step: 2115, loss: 0.09319167584180832
Step: 2120, loss: 0.018005941063165665
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2125, loss: 0.035632770508527756
Step: 2130, loss: 0.10576896369457245
Step: 2135, loss: 0.14177435636520386
Step: 2140, loss: 0.11622562259435654
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2145, loss: 0.015980031341314316
Step: 2150, loss: 0.08286511898040771
Step: 2155, loss: 0.019368380308151245
Step: 2160, loss: 0.05304326117038727
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2165, loss: 0.03593764454126358
Step: 2170, loss: 0.05322834476828575
Step: 2175, loss: 0.13021764159202576
Step: 2180, loss: 0.12654274702072144
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2185, loss: 0.1021263599395752
Step: 2190, loss: 0.09289125353097916
Step: 2195, loss: 0.10465036332607269
Step: 2200, loss: 0.13120220601558685
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 2200: 0.12035299837589264
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 2205, loss: 0.14029182493686676
Step: 2210, loss: 0.025787316262722015
Step: 2215, loss: 0.03250584751367569
Time taken for epoch 6 is 1252 sec
---------------epoch 6---------------
Step: 2220, loss: 0.02303510159254074
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2225, loss: 0.03609202802181244
Step: 2230, loss: 0.06150897219777107
Step: 2235, loss: 0.02135924994945526
Step: 2240, loss: 0.06758911162614822
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2245, loss: 0.06754734367132187
Step: 2250, loss: 0.02609492465853691
Step: 2255, loss: 0.03676967695355415
Step: 2260, loss: 0.039651140570640564
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2265, loss: 0.07655446976423264
Step: 2270, loss: 0.0727325975894928
Step: 2275, loss: 0.043130308389663696
Step: 2280, loss: 0.0328192301094532
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2285, loss: 0.018487922847270966
Step: 2290, loss: 0.0379088930785656
Step: 2295, loss: 0.0890943855047226
Step: 2300, loss: 0.057278819382190704
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2305, loss: 0.06074899062514305
Step: 2310, loss: 0.11035988479852676
Step: 2315, loss: 0.05810442194342613
Step: 2320, loss: 0.03065996617078781
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2325, loss: 0.055228788405656815
Step: 2330, loss: 0.04956846684217453
Step: 2335, loss: 0.03950512781739235
Step: 2340, loss: 0.029426397755742073
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2345, loss: 0.12318859249353409
Step: 2350, loss: 0.026437368243932724
Step: 2355, loss: 0.08378775417804718
Step: 2360, loss: 0.06572594493627548
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2365, loss: 0.02534041926264763
Step: 2370, loss: 0.0336858332157135
Step: 2375, loss: 0.03655686601996422
Step: 2380, loss: 0.10031221807003021
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2385, loss: 0.1049368605017662
Step: 2390, loss: 0.08984468132257462
Step: 2395, loss: 0.047914572060108185
Step: 2400, loss: 0.03272344917058945
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 2400: 0.11982786655426025
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 2405, loss: 0.07564913481473923
Step: 2410, loss: 0.07136540114879608
Step: 2415, loss: 0.04463854432106018
Step: 2420, loss: 0.05591534823179245
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2425, loss: 0.03307759761810303
Step: 2430, loss: 0.16905707120895386
Step: 2435, loss: 0.10391440242528915
Step: 2440, loss: 0.019200410693883896
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2445, loss: 0.08056392520666122
Step: 2450, loss: 0.06950751692056656
Step: 2455, loss: 0.03478902950882912
Step: 2460, loss: 0.02318386174738407
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2465, loss: 0.055262643843889236
Step: 2470, loss: 0.07194595038890839
Step: 2475, loss: 0.12380551546812057
Step: 2480, loss: 0.030714690685272217
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2485, loss: 0.02561011351644993
Step: 2490, loss: 0.09712277352809906
Step: 2495, loss: 0.026537658646702766
Step: 2500, loss: 0.13551081717014313
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2505, loss: 0.049912698566913605
Step: 2510, loss: 0.041519895195961
Step: 2515, loss: 0.013618108816444874
Step: 2520, loss: 0.1531931310892105
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2525, loss: 0.08194512873888016
Step: 2530, loss: 0.08605920523405075
Step: 2535, loss: 0.029019378125667572
Step: 2540, loss: 0.054985545575618744
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2545, loss: 0.025483785197138786
Step: 2550, loss: 0.06415099650621414
Step: 2555, loss: 0.07250995934009552
Step: 2560, loss: 0.10361792892217636
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2565, loss: 0.04063437506556511
Step: 2570, loss: 0.0646938681602478
Step: 2575, loss: 0.0636085569858551
Step: 2580, loss: 0.05059681087732315
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2585, loss: 0.03704903647303581
Step: 2590, loss: 0.06892099231481552
Step: 2595, loss: 0.05164274945855141
Step: 2600, loss: 0.099427729845047
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 2600: 0.11789467185735703
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 2605, loss: 0.031210774555802345
Step: 2610, loss: 0.033605363219976425
Step: 2615, loss: 0.014403061009943485
Step: 2620, loss: 0.04289591684937477
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2625, loss: 0.057586655020713806
Step: 2630, loss: 0.04790373519062996
Step: 2635, loss: 0.012702333740890026
Step: 2640, loss: 0.11701437830924988
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2645, loss: 0.10218342393636703
Step: 2650, loss: 0.03342333436012268
Step: 2655, loss: 0.10383040457963943
Time taken for epoch 7 is 1114 sec
---------------epoch 7---------------
Step: 2660, loss: 0.036637045443058014
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2665, loss: 0.06537140905857086
Step: 2670, loss: 0.04033149778842926
Step: 2675, loss: 0.04870026186108589
Step: 2680, loss: 0.02010149136185646
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2685, loss: 0.05451014265418053
Step: 2690, loss: 0.0864100530743599
Step: 2695, loss: 0.07801202684640884
Step: 2700, loss: 0.05547650158405304
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2705, loss: 0.039583731442689896
Step: 2710, loss: 0.04912364110350609
Step: 2715, loss: 0.06513433903455734
Step: 2720, loss: 0.12319379299879074
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2725, loss: 0.03471635282039642
Step: 2730, loss: 0.07710446417331696
Step: 2735, loss: 0.0382409431040287
Step: 2740, loss: 0.08502545207738876
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2745, loss: 0.08899456262588501
Step: 2750, loss: 0.023399362340569496
Step: 2755, loss: 0.0779954046010971
Step: 2760, loss: 0.14238625764846802
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2765, loss: 0.06415081769227982
Step: 2770, loss: 0.0478752963244915
Step: 2775, loss: 0.05095073580741882
Step: 2780, loss: 0.06624855846166611
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2785, loss: 0.05923688784241676
Step: 2790, loss: 0.07550188153982162
Step: 2795, loss: 0.03861843794584274
Step: 2800, loss: 0.05747919902205467
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 2800: 0.11330859363079071
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 2805, loss: 0.06677550822496414
Step: 2810, loss: 0.02025030553340912
Step: 2815, loss: 0.03759024664759636
Step: 2820, loss: 0.07343406975269318
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2825, loss: 0.08871446549892426
Step: 2830, loss: 0.08171055465936661
Step: 2835, loss: 0.02308158576488495
Step: 2840, loss: 0.052534349262714386
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2845, loss: 0.028056874871253967
Step: 2850, loss: 0.04184010624885559
Step: 2855, loss: 0.07959800213575363
Step: 2860, loss: 0.024383261799812317
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2865, loss: 0.09441246837377548
Step: 2870, loss: 0.01838577166199684
Step: 2875, loss: 0.1748589128255844
Step: 2880, loss: 0.030824212357401848
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2885, loss: 0.09065668284893036
Step: 2890, loss: 0.09801500290632248
Step: 2895, loss: 0.05371001362800598
Step: 2900, loss: 0.048466745764017105
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2905, loss: 0.0487348847091198
Step: 2910, loss: 0.08016964793205261
Step: 2915, loss: 0.091115802526474
Step: 2920, loss: 0.01625680737197399
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2925, loss: 0.05191907659173012
Step: 2930, loss: 0.061601486057043076
Step: 2935, loss: 0.04389875754714012
Step: 2940, loss: 0.04121420904994011
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2945, loss: 0.03254504129290581
Step: 2950, loss: 0.1511094570159912
Step: 2955, loss: 0.03263166546821594
Step: 2960, loss: 0.11315719783306122
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2965, loss: 0.09457755833864212
Step: 2970, loss: 0.02557419426739216
Step: 2975, loss: 0.03203316405415535
Step: 2980, loss: 0.09641629457473755
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 2985, loss: 0.07474495470523834
Step: 2990, loss: 0.058068420737981796
Step: 2995, loss: 0.09448660910129547
Step: 3000, loss: 0.022825313732028008
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Validation error at step 3000: 0.11325190961360931
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/best
Complete.
Step: 3005, loss: 0.05889314413070679
Step: 3010, loss: 0.05790871009230614
Step: 3015, loss: 0.07206259667873383
Step: 3020, loss: 0.037395477294921875
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 3025, loss: 0.05025657266378403
Step: 3030, loss: 0.042203765362501144
Step: 3035, loss: 0.07233825325965881
Step: 3040, loss: 0.14627233147621155
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 3045, loss: 0.037832871079444885
Step: 3050, loss: 0.14139284193515778
Step: 3055, loss: 0.09753980487585068
Step: 3060, loss: 0.07517752796411514
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 3065, loss: 0.089066281914711
Step: 3070, loss: 0.025259187445044518
Step: 3075, loss: 0.05547211691737175
Step: 3080, loss: 0.041036564856767654
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Step: 3085, loss: 0.019601784646511078
Step: 3090, loss: 0.04237830638885498
Step: 3095, loss: 0.012437860481441021
Step: 3100, loss: 0.03933098539710045
Saving checkpoint to /content/drive/MyDrive/MDS_6002_SVC/StableSVC/code/model/Acoustic/ckpt/simple_diffusion/latest
Complete.
Time taken for epoch 8 is 1115 sec
---------------epoch 8---------------
Step: 3105, loss: 0.07213582843542099
Step: 3110, loss: 0.21809124946594238