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output/cola/output_finetuning_roberta_glue_cola_batch-size-32_adamw_2025-04-18_20-07-46.csv 0 → 100644
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epoch,training_step,compute_time,peak_memory_usage_allocated_GB,peak_memory_usage_reserved_GB,training_loss,evaluation_loss,evaluation_metric
1,50,0.04699893889948726,7.662895616,8.11597824,0.64990234375,21.917396545410156,{'matthews_correlation': -0.01117597298795153}
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1,150,0.041347213750705124,7.662896128,8.11597824,0.55419921875,20.678064346313477,{'matthews_correlation': 0.0}
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1,250,0.04140523821115494,7.662896128,8.11597824,0.5950927734375,20.44557762145996,{'matthews_correlation': 0.0}
2,50,0.0418138378765434,7.662896128,8.11597824,0.548187255859375,20.166736602783203,{'matthews_correlation': 0.0}
2,100,0.041249756468459964,7.662896128,8.044675072,0.7037353515625,20.127965927124023,{'matthews_correlation': 0.0}
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12,100,0.04125083504244685,7.662896128,8.044675072,0.3783226013183594,15.024412155151367,{'matthews_correlation': 0.5329420189351182}
12,150,0.041187187880277636,7.662896128,8.044675072,0.398468017578125,15.560678482055664,{'matthews_correlation': 0.4913341618426596}
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24,250,0.04118544653989375,7.662896128,8.044675072,0.2662181854248047,15.628094673156738,{'matthews_correlation': 0.5015847043424765}
25,50,0.041789637804031374,7.662896128,8.044675072,0.6373672485351562,15.208450317382812,{'matthews_correlation': 0.47699681872966554}
25,100,0.04122020473703742,7.662896128,8.044675072,0.4576988220214844,15.007593154907227,{'matthews_correlation': 0.5128696955255951}
25,150,0.041177757726982234,7.662896128,8.044675072,0.3869781494140625,15.545538902282715,{'matthews_correlation': 0.4910546777080178}
25,200,0.041198224229738116,7.662896128,8.044675072,0.266845703125,15.29599666595459,{'matthews_correlation': 0.49301987111948775}
25,250,0.041154196448624135,7.662896128,8.044675072,0.2759437561035156,16.143415451049805,{'matthews_correlation': 0.5057060886900621}
26,50,0.04177091573365033,7.662896128,8.044675072,0.5792961120605469,15.752002716064453,{'matthews_correlation': 0.46400284671803693}
26,100,0.041237378660589456,7.662896128,8.044675072,0.4147491455078125,15.598431587219238,{'matthews_correlation': 0.49276818596043753}
26,150,0.04120058726519346,7.662896128,8.044675072,0.256988525390625,15.204023361206055,{'matthews_correlation': 0.5057348209089918}
26,200,0.041252498803660276,7.662896128,8.044675072,0.22909164428710938,14.909070014953613,{'matthews_correlation': 0.5137194389577804}
26,250,0.0411511998064816,7.662896128,8.044675072,0.2653369903564453,15.39253044128418,{'matthews_correlation': 0.5083718372360356}
27,50,0.041894790204241875,7.662896128,8.044675072,0.6193084716796875,15.097282409667969,{'matthews_correlation': 0.49587290918084903}
27,100,0.04125165383331478,7.662896128,8.044675072,0.43244171142578125,15.485872268676758,{'matthews_correlation': 0.5058192124464813}
27,150,0.04120463200844824,7.662896128,8.044675072,0.373199462890625,15.377182960510254,{'matthews_correlation': 0.5077988277332364}
27,200,0.04113813079893589,7.662896128,8.044675072,0.2501792907714844,15.359323501586914,{'matthews_correlation': 0.4797616451576307}
27,250,0.041203672364354134,7.662896128,8.044675072,0.22943878173828125,16.061410903930664,{'matthews_correlation': 0.48905591125154774}
28,50,0.041806784020736815,7.662896128,8.044675072,0.6315593719482422,15.987960815429688,{'matthews_correlation': 0.49236805976329756}
28,100,0.041189704183489086,7.662896128,8.044675072,0.6169300079345703,15.749271392822266,{'matthews_correlation': 0.4995407352868615}
28,150,0.041151544377207756,7.662896128,8.044675072,0.44478607177734375,14.93746280670166,{'matthews_correlation': 0.5414538167606769}
28,200,0.04115646443329751,7.662896128,8.044675072,0.255096435546875,15.349586486816406,{'matthews_correlation': 0.4912455487832824}
28,250,0.04112700819969177,7.662896128,8.044675072,0.25322914123535156,15.858413696289062,{'matthews_correlation': 0.4804206678133482}
29,50,0.04197794012725353,7.662896128,8.044675072,0.5384407043457031,15.625606536865234,{'matthews_correlation': 0.5060974277315389}
29,100,0.041142857316881415,7.662896128,8.044675072,0.3496513366699219,15.309440612792969,{'matthews_correlation': 0.5222412088720715}
29,150,0.04113264538347721,7.662896128,8.044675072,0.3639488220214844,15.818075180053711,{'matthews_correlation': 0.5125306777090026}
29,200,0.04106938644312322,7.662896128,8.044675072,0.24213790893554688,14.928581237792969,{'matthews_correlation': 0.5065566811591049}
29,250,0.04127636360004544,7.662896128,8.044675072,0.23810958862304688,15.44877815246582,{'matthews_correlation': 0.5195003015220881}
30,50,0.04164820147678256,7.662896128,8.044675072,0.5877647399902344,15.842890739440918,{'matthews_correlation': 0.46744041741456394}
30,100,0.041111393682658676,7.662896128,8.044675072,0.4176521301269531,14.824560165405273,{'matthews_correlation': 0.5021872736395817}
30,150,0.04104223385453224,7.662896128,8.044675072,0.3714427947998047,15.259265899658203,{'matthews_correlation': 0.5086609213411754}
30,200,0.0410708880238235,7.662896128,8.044675072,0.23671722412109375,15.480653762817383,{'matthews_correlation': 0.4755209640764436}
30,250,0.04105161875486374,7.662896128,8.044675072,0.2542743682861328,15.481935501098633,{'matthews_correlation': 0.4946135234347977}
output/cola/output_finetuning_roberta_glue_cola_batch-size-32_galore+lora_2025-04-15_02-34-48.csv 0 → 100644
View file @ 56127659
epoch,training_step,compute_time,peak_memory_usage_allocated_GB,peak_memory_usage_reserved_GB,training_loss,evaluation_loss,evaluation_metric
1,50,0.05015174934640527,5.666194944,5.909774336,0.674072265625,22.427404403686523,{'matthews_correlation': -0.04485960434311811}
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10,150,0.045171015756204726,5.666195456,5.918162944,0.22663116455078125,16.052642822265625,{'matthews_correlation': 0.5597412561328075}
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10,250,0.044891249453648925,5.666195456,5.918162944,0.08691024780273438,18.770767211914062,{'matthews_correlation': 0.5019051120048291}
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11,100,0.04496591961942613,5.666195456,5.918162944,0.2643470764160156,15.098564147949219,{'matthews_correlation': 0.5609265882275846}
11,150,0.04486973065882921,5.666195456,5.918162944,0.21650314331054688,16.301685333251953,{'matthews_correlation': 0.5580307224502481}
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11,250,0.04494400436989963,5.666195456,5.918162944,0.07806968688964844,16.097570419311523,{'matthews_correlation': 0.5520738806744706}
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14,150,0.04480873436667025,5.666195456,5.918162944,0.16246414184570312,17.025253295898438,{'matthews_correlation': 0.5494854080495684}
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18,250,0.04464929457753897,5.666195456,5.918162944,0.07422065734863281,18.777000427246094,{'matthews_correlation': 0.5337999966053822}
19,50,0.04496399841271341,5.666195456,5.918162944,0.23024749755859375,14.045206069946289,{'matthews_correlation': 0.6163594471041022}
19,100,0.044669844396412375,5.666195456,5.918162944,0.10657691955566406,17.062116622924805,{'matthews_correlation': 0.5521703982629221}
19,150,0.04463213955983519,5.666195456,5.918162944,0.12979888916015625,18.066804885864258,{'matthews_correlation': 0.5496354578868934}
19,200,0.044777801698073744,5.666195456,5.918162944,0.08759498596191406,16.464134216308594,{'matthews_correlation': 0.5753593483598531}
19,250,0.044666247675195336,5.666195456,5.918162944,0.05800056457519531,18.7737979888916,{'matthews_correlation': 0.5135858119171381}
20,50,0.04495218843221664,5.666195456,5.918162944,0.2538108825683594,14.565740585327148,{'matthews_correlation': 0.5635925613288969}
20,100,0.04463146588765085,5.666195456,5.918162944,0.20711898803710938,18.099605560302734,{'matthews_correlation': 0.5398871569127847}
20,150,0.04469191776588559,5.666195456,5.918162944,0.1476001739501953,18.157922744750977,{'matthews_correlation': 0.572040626033531}
20,200,0.044652025867253545,5.666195456,5.918162944,0.10358428955078125,17.679851531982422,{'matthews_correlation': 0.550612081256011}
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21,100,0.04453155009075999,5.666195456,5.918162944,0.29090309143066406,18.130617141723633,{'matthews_correlation': 0.5271759821306214}
21,150,0.044668495496734975,5.666195456,5.918162944,0.04799842834472656,17.425376892089844,{'matthews_correlation': 0.5456954504700376}
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21,250,0.04452597253024578,5.666195456,5.918162944,0.10328292846679688,18.690441131591797,{'matthews_correlation': 0.5574138665741355}
22,50,0.044906651126220824,5.666195456,5.918162944,0.12716293334960938,16.551836013793945,{'matthews_correlation': 0.5599156869564625}
22,100,0.04457754908129573,5.666195456,5.918162944,0.1797771453857422,18.95847511291504,{'matthews_correlation': 0.5226134841401247}
22,150,0.044606778295710685,5.666195456,5.918162944,0.14140701293945312,16.969545364379883,{'matthews_correlation': 0.5705661242870641}
22,200,0.044667414454743266,5.666195456,5.918162944,0.08032035827636719,15.873732566833496,{'matthews_correlation': 0.5808065596778653}
22,250,0.04455699092708528,5.666195456,5.918162944,0.03714179992675781,17.913068771362305,{'matthews_correlation': 0.5574138665741355}
23,50,0.04491759294643998,5.666195456,5.918162944,0.2977294921875,16.785686492919922,{'matthews_correlation': 0.5548273578107759}
23,100,0.04454862068407237,5.666195456,5.918162944,0.1552886962890625,16.91166114807129,{'matthews_correlation': 0.5880140649697533}
23,150,0.044555452978238465,5.666195456,5.918162944,0.07832717895507812,16.395069122314453,{'matthews_correlation': 0.5650909284373744}
23,200,0.04456666756421328,5.666195456,5.918162944,0.05496978759765625,16.396743774414062,{'matthews_correlation': 0.5747864841018608}
23,250,0.044596949368715284,5.666195456,5.918162944,0.05211448669433594,17.348407745361328,{'matthews_correlation': 0.5618551716305883}
24,50,0.0448603417724371,5.666195456,5.918162944,0.1455097198486328,15.819724082946777,{'matthews_correlation': 0.5837927567346152}
24,100,0.044477339470759034,5.666195456,5.918162944,0.102996826171875,19.005075454711914,{'matthews_correlation': 0.5472268954293757}
24,150,0.04459985818713903,5.666195456,5.918162944,0.16847801208496094,17.07322120666504,{'matthews_correlation': 0.5438470258516079}
24,200,0.044552837321534755,5.666195456,5.918162944,0.10353279113769531,17.52506446838379,{'matthews_correlation': 0.5534186082067715}
24,250,0.04458708699792623,5.666195456,5.918162944,0.12147903442382812,18.4703426361084,{'matthews_correlation': 0.5298746530730193}
25,50,0.04484860813245177,5.666195456,5.918162944,0.16025543212890625,15.931602478027344,{'matthews_correlation': 0.5871148638142536}
25,100,0.04462297285906971,5.666195456,5.918162944,0.2584056854248047,17.943805694580078,{'matthews_correlation': 0.5625785173013472}
25,150,0.044586036689579486,5.666195456,5.918162944,0.14836692810058594,17.604007720947266,{'matthews_correlation': 0.553098887248795}
25,200,0.044565241811797024,5.666195456,5.918162944,0.08757781982421875,17.33224868774414,{'matthews_correlation': 0.5552300092566389}
25,250,0.04454624140635133,5.666195456,5.918162944,0.12141799926757812,18.63351058959961,{'matthews_correlation': 0.5241612737013471}
26,50,0.04490342826582491,5.666195456,5.918162944,0.09681892395019531,16.55535888671875,{'matthews_correlation': 0.5807527465659954}
26,100,0.04449628718197346,5.666195456,5.918162944,0.3293170928955078,17.220293045043945,{'matthews_correlation': 0.5609265882275846}
26,150,0.04448501886799931,5.666195456,5.918162944,0.084442138671875,16.508865356445312,{'matthews_correlation': 0.5562176307453252}
26,200,0.04447453098371625,5.666195456,5.918162944,0.12462997436523438,16.680688858032227,{'matthews_correlation': 0.5696227147853862}
26,250,0.04450731574557722,5.666195456,5.918162944,0.03949737548828125,16.669429779052734,{'matthews_correlation': 0.6036344190543846}
27,50,0.04480350725352764,5.666195456,5.918162944,0.2772712707519531,17.286666870117188,{'matthews_correlation': 0.5318161795948887}
27,100,0.044523736415430906,5.666195456,5.918162944,0.13741302490234375,16.993362426757812,{'matthews_correlation': 0.5668907807605219}
27,150,0.04451608690433204,5.666195456,5.918162944,0.07920265197753906,15.696127891540527,{'matthews_correlation': 0.6107101168457737}
27,200,0.04459995418787002,5.666195456,5.918162944,0.042232513427734375,17.01371192932129,{'matthews_correlation': 0.5694944103180012}
27,250,0.044526253370568154,5.666195456,5.918162944,0.0262908935546875,17.705575942993164,{'matthews_correlation': 0.557882735147727}
28,50,0.044811850283294916,5.666195456,5.918162944,0.140625,17.14256477355957,{'matthews_correlation': 0.5618545226581267}
28,100,0.044498936962336304,5.666195456,5.918162944,0.2279186248779297,17.461454391479492,{'matthews_correlation': 0.5535712724111379}
28,150,0.044543997552245855,5.666195456,5.918162944,0.11542510986328125,16.7757511138916,{'matthews_correlation': 0.5500387514959876}
28,200,0.04456362848170101,5.666195456,5.918162944,0.02947711944580078,16.272180557250977,{'matthews_correlation': 0.5886263570910566}
28,250,0.044524196358397605,5.666195456,5.918162944,0.07480812072753906,15.947417259216309,{'matthews_correlation': 0.6105374636148787}
29,50,0.04486023288220167,5.666195456,5.918162944,0.1552295684814453,17.138288497924805,{'matthews_correlation': 0.5904723326569448}
29,100,0.04452302261255681,5.666195456,5.918162944,0.3074684143066406,17.019657135009766,{'matthews_correlation': 0.5773965947429363}
29,150,0.04467256795614958,5.666195456,5.918162944,0.09104347229003906,17.71320915222168,{'matthews_correlation': 0.5422346330361617}
29,200,0.044584756456315516,5.666195456,5.918162944,0.17876625061035156,16.209882736206055,{'matthews_correlation': 0.5923177441971879}
29,250,0.044582463707774876,5.666195456,5.918162944,0.053546905517578125,17.318204879760742,{'matthews_correlation': 0.5815365132136683}
30,50,0.04485723923891783,5.666195456,5.918162944,0.2749671936035156,16.281620025634766,{'matthews_correlation': 0.5854621233720297}
30,100,0.04454141612164676,5.666195456,5.918162944,0.20201492309570312,16.365381240844727,{'matthews_correlation': 0.5843008405179322}
30,150,0.04453260773792863,5.666195456,5.918162944,0.1718273162841797,16.669145584106445,{'matthews_correlation': 0.5750900991751389}
30,200,0.04465564475394786,5.666195456,5.918162944,0.0869293212890625,16.20607566833496,{'matthews_correlation': 0.5910375102088395}
30,250,0.044606837248429655,5.666195456,5.918162944,0.09948348999023438,15.780866622924805,{'matthews_correlation': 0.5929685366931735}
output/cola/output_finetuning_roberta_glue_cola_batch-size-32_galore8bit+lora_2025-04-15_02-53-59.csv 0 → 100644
View file @ 56127659
epoch,training_step,compute_time,peak_memory_usage_allocated_GB,peak_memory_usage_reserved_GB,training_loss,evaluation_loss,evaluation_metric
1,50,0.10299268740229309,5.664476672,5.907677184,0.6644287109375,21.946557998657227,{'matthews_correlation': -0.022319111175596772}
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14,200,0.09750183453783393,5.664477184,5.916065792,0.07998466491699219,15.069415092468262,{'matthews_correlation': 0.591702009198275}
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15,50,0.097527990443632,5.664477184,5.916065792,0.3427410125732422,14.846834182739258,{'matthews_correlation': 0.5754518490557675}
15,100,0.09753209959715604,5.664477184,5.916065792,0.25768470764160156,15.754386901855469,{'matthews_correlation': 0.5433511102977702}
15,150,0.09748783841729164,5.664477184,5.916065792,0.16702842712402344,16.759899139404297,{'matthews_correlation': 0.542676148523459}
15,200,0.09750215686857701,5.664477184,5.916065792,0.16272354125976562,15.469169616699219,{'matthews_correlation': 0.5657013531937315}
15,250,0.09750714271329343,5.664477184,5.916065792,0.05477714538574219,18.238615036010742,{'matthews_correlation': 0.5494701108221334}
16,50,0.09756602418608963,5.664477184,5.916065792,0.3810577392578125,14.471259117126465,{'matthews_correlation': 0.579395362998896}
16,100,0.09749303687363862,5.664477184,5.916065792,0.2947711944580078,17.74772834777832,{'matthews_correlation': 0.5629070474197687}
16,150,0.09749873226508499,5.664477184,5.916065792,0.20777320861816406,16.853713989257812,{'matthews_correlation': 0.576237552954526}
16,200,0.09749594129621983,5.664477184,5.916065792,0.09136581420898438,15.3594331741333,{'matthews_correlation': 0.5811181813387393}
16,250,0.09748276999220253,5.664477184,5.916065792,0.06923675537109375,18.875099182128906,{'matthews_correlation': 0.523335395658839}
17,50,0.09752163292840123,5.664477184,5.916065792,0.2554969787597656,16.309450149536133,{'matthews_correlation': 0.5288605609813626}
17,100,0.09749447573907673,5.664477184,5.916065792,0.2710704803466797,16.544269561767578,{'matthews_correlation': 0.5702790956288265}
17,150,0.09750895032659174,5.664477184,5.916065792,0.23088455200195312,16.93992042541504,{'matthews_correlation': 0.5676726373847072}
17,200,0.09749949160031975,5.664477184,5.916065792,0.09096527099609375,16.409887313842773,{'matthews_correlation': 0.5909585115904812}
17,250,0.09753222906030715,5.664477184,5.916065792,0.08554458618164062,19.164793014526367,{'matthews_correlation': 0.5339494412838712}
18,50,0.09751390497200191,5.664477184,5.916065792,0.24655532836914062,15.53150749206543,{'matthews_correlation': 0.5689717362249241}
18,100,0.09748356500640512,5.664477184,5.916065792,0.12478065490722656,19.386215209960938,{'matthews_correlation': 0.543803600379399}
18,150,0.09748078856617212,5.664477184,5.916065792,0.13163185119628906,15.848442077636719,{'matthews_correlation': 0.599235930338824}
18,200,0.09750789505429566,5.664477184,5.916065792,0.13259315490722656,18.321529388427734,{'matthews_correlation': 0.531267303428991}
18,250,0.0974995206296444,5.664477184,5.916065792,0.07766914367675781,17.13144302368164,{'matthews_correlation': 0.5707798240133651}
19,50,0.09753198224119843,5.664477184,5.916065792,0.10579109191894531,15.19369125366211,{'matthews_correlation': 0.5725080450078189}
19,100,0.09752315876074136,5.664477184,5.916065792,0.22130584716796875,16.762819290161133,{'matthews_correlation': 0.5622432965847729}
19,150,0.09752043444663286,5.664477184,5.916065792,0.1999988555908203,17.49081802368164,{'matthews_correlation': 0.5683067563627857}
19,200,0.09751341208815574,5.664477184,5.916065792,0.09245491027832031,16.83949089050293,{'matthews_correlation': 0.5598704865754364}
19,250,0.09749812245368958,5.664477184,5.916065792,0.06782054901123047,18.4182186126709,{'matthews_correlation': 0.5603228770167558}
20,50,0.09751634178683162,5.664477184,5.916065792,0.28282833099365234,15.780991554260254,{'matthews_correlation': 0.5761171750332769}
20,100,0.09748685735277832,5.664477184,5.916065792,0.17789077758789062,17.063879013061523,{'matthews_correlation': 0.5783988473889037}
20,150,0.09750147387385369,5.664477184,5.916065792,0.15712738037109375,18.22983741760254,{'matthews_correlation': 0.5512087023281332}
20,200,0.09751037591136992,5.664477184,5.916065792,0.06226348876953125,18.43310546875,{'matthews_correlation': 0.5434531271960991}
20,250,0.0974830468930304,5.664477184,5.916065792,0.07815361022949219,18.129234313964844,{'matthews_correlation': 0.5393878269002617}
21,50,0.0975298931542784,5.664477184,5.916065792,0.24617290496826172,16.04903221130371,{'matthews_correlation': 0.5892524852490167}
21,100,0.09750269212760031,5.664477184,5.916065792,0.18639564514160156,17.24728775024414,{'matthews_correlation': 0.5783988473889037}
21,150,0.09751069992780685,5.664477184,5.916065792,0.14365005493164062,16.582157135009766,{'matthews_correlation': 0.5765394499339831}
21,200,0.09750036776065826,5.664477184,5.916065792,0.07814311981201172,17.573087692260742,{'matthews_correlation': 0.5510914449192472}
21,250,0.09749742693267763,5.664477184,5.916065792,0.05632781982421875,17.905990600585938,{'matthews_correlation': 0.5517964161621091}
22,50,0.09755160523578525,5.664477184,5.916065792,0.17701148986816406,17.25798797607422,{'matthews_correlation': 0.5556451339021229}
22,100,0.09750744148157536,5.664477184,5.916065792,0.39867210388183594,18.566871643066406,{'matthews_correlation': 0.55188734768774}
22,150,0.09751197044737638,5.664477184,5.916065792,0.10529136657714844,16.007701873779297,{'matthews_correlation': 0.5932547965430381}
22,200,0.09751336175948382,5.664477184,5.916065792,0.08414459228515625,18.11139678955078,{'matthews_correlation': 0.5598239422810317}
22,250,0.09753074750304222,5.664477184,5.916065792,0.07600212097167969,17.65941619873047,{'matthews_correlation': 0.5492247863049868}
23,50,0.0975233976636082,5.664477184,5.916065792,0.18239212036132812,17.303333282470703,{'matthews_correlation': 0.5522372418628152}
23,100,0.09750640499405563,5.664477184,5.916065792,0.26871490478515625,18.335102081298828,{'matthews_correlation': 0.5651731146135898}
23,150,0.09750058782286943,5.664477184,5.916065792,0.15256309509277344,17.5998592376709,{'matthews_correlation': 0.5456753624189422}
23,200,0.09753252545371652,5.664477184,5.916065792,0.12392807006835938,19.378522872924805,{'matthews_correlation': 0.5355944718642581}
23,250,0.09749588695354759,5.664477184,5.916065792,0.06885242462158203,18.649307250976562,{'matthews_correlation': 0.5584013487121077}
24,50,0.09750745835714042,5.664477184,5.916065792,0.15967273712158203,16.492185592651367,{'matthews_correlation': 0.5894856058137782}
24,100,0.09752622314728797,5.664477184,5.916065792,0.05486869812011719,16.898162841796875,{'matthews_correlation': 0.6073721380183269}
24,150,0.09748971953988075,5.664477184,5.916065792,0.16558074951171875,16.347963333129883,{'matthews_correlation': 0.5948313630241537}
24,200,0.09748472485691309,5.664477184,5.916065792,0.1522512435913086,17.637630462646484,{'matthews_correlation': 0.5744202832949686}
24,250,0.09747950879856944,5.664477184,5.916065792,0.047870635986328125,17.040578842163086,{'matthews_correlation': 0.5939552264856284}
25,50,0.09753670367412269,5.664477184,5.916065792,0.052005767822265625,17.184167861938477,{'matthews_correlation': 0.5421465131565154}
25,100,0.0974907327350229,5.664477184,5.916065792,0.17930889129638672,18.093135833740234,{'matthews_correlation': 0.5931102665805775}
25,150,0.09752948909066618,5.664477184,5.916065792,0.14740371704101562,17.443145751953125,{'matthews_correlation': 0.5649757328107737}
25,200,0.09750212326645852,5.664477184,5.916065792,0.04681968688964844,16.972816467285156,{'matthews_correlation': 0.5949616176965895}
25,250,0.09749044105410576,5.664477184,5.916065792,0.06905364990234375,18.07347297668457,{'matthews_correlation': 0.557882735147727}
26,50,0.0975369200669229,5.664477184,5.916065792,0.15192413330078125,15.797451972961426,{'matthews_correlation': 0.6038843125984681}
26,100,0.09753051145002246,5.664477184,5.916065792,0.045683860778808594,17.487688064575195,{'matthews_correlation': 0.5571208467388206}
26,150,0.09753003110177814,5.664477184,5.916065792,0.21144676208496094,17.792097091674805,{'matthews_correlation': 0.5652364645019772}
26,200,0.09750757701694965,5.664477184,5.916065792,0.06697463989257812,16.407054901123047,{'matthews_correlation': 0.6070055487696681}
26,250,0.09750936986878514,5.664477184,5.916065792,0.06894207000732422,17.699169158935547,{'matthews_correlation': 0.5821434252149126}
27,50,0.09753992914222182,5.664477184,5.916065792,0.16144466400146484,16.2462100982666,{'matthews_correlation': 0.5843008405179322}
27,100,0.09748306814581156,5.664477184,5.916065792,0.1946086883544922,16.97442626953125,{'matthews_correlation': 0.5790858958738058}
27,150,0.0974777587223798,5.664477184,5.916065792,0.15544891357421875,16.600553512573242,{'matthews_correlation': 0.5929583207349504}
27,200,0.09749502261169254,5.664477184,5.916065792,0.06831073760986328,16.425790786743164,{'matthews_correlation': 0.5946000157840253}
27,250,0.09750610425136984,5.664477184,5.916065792,0.07357406616210938,17.250553131103516,{'matthews_correlation': 0.5682413241334403}
28,50,0.09749399309046566,5.664477184,5.916065792,0.11311721801757812,16.608247756958008,{'matthews_correlation': 0.5888322832966317}
28,100,0.0974993592314422,5.664477184,5.916065792,0.2014760971069336,16.753236770629883,{'matthews_correlation': 0.584352505156267}
28,150,0.09748926166445017,5.664477184,5.916065792,0.1650543212890625,16.444597244262695,{'matthews_correlation': 0.5717506477944112}
28,200,0.09747830864973367,5.664477184,5.916065792,0.07735157012939453,15.832405090332031,{'matthews_correlation': 0.579137835250188}
28,250,0.0974889254476875,5.664477184,5.916065792,0.0696878433227539,16.17191505432129,{'matthews_correlation': 0.5978897255898524}
29,50,0.09752478184178472,5.664477184,5.916065792,0.1248331069946289,17.98326301574707,{'matthews_correlation': 0.5547015581596438}
29,100,0.09749201249331235,5.664477184,5.916065792,0.23985958099365234,16.24387550354004,{'matthews_correlation': 0.6078050936566428}
29,150,0.09750134505331516,5.664477184,5.916065792,0.241607666015625,17.39387321472168,{'matthews_correlation': 0.564222396430079}
29,200,0.09749106827192008,5.664477184,5.916065792,0.13747215270996094,16.57236099243164,{'matthews_correlation': 0.5826572187658899}
29,250,0.09748907214030623,5.664477184,5.916065792,0.12896156311035156,17.260276794433594,{'matthews_correlation': 0.5772514650654229}
30,50,0.09755156786181032,5.664477184,5.916065792,0.07920551300048828,16.316030502319336,{'matthews_correlation': 0.5836920679539268}
30,100,0.09750998567789793,5.664477184,5.916065792,0.15957069396972656,15.883399963378906,{'matthews_correlation': 0.611556919120015}
30,150,0.09750506062060595,5.664477184,5.916065792,0.23511028289794922,16.919097900390625,{'matthews_correlation': 0.5860408671313124}
30,200,0.0975659921206534,5.664477184,5.916065792,0.06426620483398438,16.32622528076172,{'matthews_correlation': 0.5962194382842899}
30,250,0.09749625565484166,5.664477184,5.916065792,0.07491016387939453,15.585460662841797,{'matthews_correlation': 0.5962194382842899}
output/cola/output_finetuning_roberta_glue_cola_batch-size-32_galore8bit_2025-04-18_19-42-46.csv 0 → 100644
View file @ 56127659
epoch,training_step,compute_time,peak_memory_usage_allocated_GB,peak_memory_usage_reserved_GB,training_loss,evaluation_loss,evaluation_metric
1,50,0.21857925807125866,7.239570944,7.606370304,0.64739990234375,21.74138832092285,{'matthews_correlation': 0.0437601222642778}
1,100,0.11500980688259005,7.237736448,7.606370304,0.6907958984375,21.444664001464844,{'matthews_correlation': 0.0}
1,150,0.11494623318314552,7.240095744,7.606370304,0.59149169921875,20.5933895111084,{'matthews_correlation': 0.0}
1,200,0.11500890248455108,7.239964672,7.606370304,0.4326171875,20.64156723022461,{'matthews_correlation': 0.0}
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2,50,0.11594248032197356,7.241013248,7.7070336,0.5849609375,20.21526527404785,{'matthews_correlation': 0.0}
2,100,0.11515804867260158,7.237998592,7.7070336,0.670654296875,20.015737533569336,{'matthews_correlation': 0.0}
2,150,0.21292964270338416,7.241406464,7.7070336,0.516571044921875,19.720096588134766,{'matthews_correlation': 0.0}
2,200,0.11516095086932182,7.239702528,7.7070336,0.427703857421875,20.131132125854492,{'matthews_correlation': 0.0}
2,250,0.11522672048769891,7.238391808,7.7070336,0.536407470703125,19.630678176879883,{'matthews_correlation': 0.0}
3,50,0.11535351892933249,7.242323968,7.723810816,0.575469970703125,18.865821838378906,{'matthews_correlation': 0.0}
3,100,0.21278405172750353,7.239702528,7.723810816,0.67218017578125,19.182357788085938,{'matthews_correlation': 0.0}
3,150,0.11514061961323023,7.239047168,7.723810816,0.51495361328125,18.54351234436035,{'matthews_correlation': 0.0463559874942472}
3,200,0.11514771248213947,7.238129664,7.723810816,0.3859405517578125,18.493331909179688,{'matthews_correlation': 0.0}
3,250,0.11512897881679236,7.238260736,7.723810816,0.529632568359375,17.79265594482422,{'matthews_correlation': 0.0}
4,50,0.11537442490458488,7.2398336,7.723810816,0.5545501708984375,17.692846298217773,{'matthews_correlation': 0.12300105566407585}
4,100,0.11514734930358828,7.237605376,7.673479168,0.6669464111328125,17.671401977539062,{'matthews_correlation': 0.24395500133914574}
4,150,0.11513879259116948,7.238260736,7.673479168,0.5279693603515625,17.278520584106445,{'matthews_correlation': 0.2850901164380653}
4,200,0.21087781246751547,7.238785024,7.673479168,0.409393310546875,17.840042114257812,{'matthews_correlation': 0.14612693835327187}
4,250,0.11514104070141912,7.239047168,7.673479168,0.437255859375,17.031953811645508,{'matthews_correlation': 0.2835704013245166}
5,50,0.11528555723838509,7.243241472,7.702839296,0.65045166015625,16.960586547851562,{'matthews_correlation': 0.32542087155730487}
5,100,0.11506494835950434,7.238260736,7.702839296,0.59112548828125,16.927587509155273,{'matthews_correlation': 0.4125486443744558}
5,150,0.2120764662884176,7.238916096,7.702839296,0.4402313232421875,16.942867279052734,{'matthews_correlation': 0.44461748180999494}
5,200,0.11509407894685865,7.237605376,7.702839296,0.36901092529296875,16.59903907775879,{'matthews_correlation': 0.35471367242048235}
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6,100,0.2114870299398899,7.238916096,7.677673472,0.6161041259765625,16.45753288269043,{'matthews_correlation': 0.44465870999030654}
6,150,0.11520566865801811,7.240357888,7.677673472,0.47286224365234375,16.566970825195312,{'matthews_correlation': 0.46161688737905376}
6,200,0.11519578144885599,7.238129664,7.677673472,0.3721923828125,16.75835609436035,{'matthews_correlation': 0.41108108039451186}
6,250,0.11527522909455001,7.239309312,7.677673472,0.30260467529296875,16.17308235168457,{'matthews_correlation': 0.42239354524181305}
7,50,0.11534992695786059,7.241275392,7.677673472,0.6946258544921875,15.845032691955566,{'matthews_correlation': 0.43649620213642604}
7,100,0.11510234729386866,7.2398336,7.673479168,0.5540924072265625,16.243133544921875,{'matthews_correlation': 0.49697874405312303}
7,150,0.11511822174303234,7.237998592,7.673479168,0.42728424072265625,15.897659301757812,{'matthews_correlation': 0.4588283992857892}
7,200,0.20873300453647972,7.238653952,7.673479168,0.3797035217285156,16.15939712524414,{'matthews_correlation': 0.4652567294469931}
7,250,0.11513389358296991,7.238129664,7.673479168,0.2940940856933594,16.258079528808594,{'matthews_correlation': 0.43438628761322134}
8,50,0.11538190457969905,7.244552192,7.711227904,0.6070098876953125,15.695342063903809,{'matthews_correlation': 0.45721171693228413}
8,100,0.11520288608036935,7.238260736,7.711227904,0.48668670654296875,15.711207389831543,{'matthews_correlation': 0.4856025944760224}
8,150,0.21272002675570548,7.239047168,7.711227904,0.5184402465820312,15.926457405090332,{'matthews_correlation': 0.4486631325725483}
8,200,0.11516711439937354,7.238260736,7.711227904,0.34014892578125,16.570987701416016,{'matthews_correlation': 0.431185414036554}
8,250,0.11518574447371066,7.23917824,7.711227904,0.3101348876953125,15.555481910705566,{'matthews_correlation': 0.4691032179514943}
9,50,0.11536542707122863,7.240882176,7.711227904,0.6975631713867188,15.860371589660645,{'matthews_correlation': 0.4885109726507241}
9,100,0.21159896137192846,7.238391808,7.660896256,0.5023880004882812,16.07921028137207,{'matthews_correlation': 0.488184106621961}
9,150,0.1151251443568617,7.238916096,7.660896256,0.44728851318359375,15.745346069335938,{'matthews_correlation': 0.4814067711193627}
9,200,0.11511422449722886,7.239047168,7.660896256,0.3233299255371094,15.79367733001709,{'matthews_correlation': 0.44379831708937484}
9,250,0.1151215176936239,7.238129664,7.660896256,0.24628448486328125,15.975262641906738,{'matthews_correlation': 0.4650296992137444}
10,50,0.115345548838377,7.241668608,7.702839296,0.6603965759277344,15.468559265136719,{'matthews_correlation': 0.4952169272887118}
10,100,0.11508637118153274,7.239964672,7.702839296,0.438568115234375,15.635395050048828,{'matthews_correlation': 0.5067949049958886}
10,150,0.11516382252797484,7.23852288,7.702839296,0.5025558471679688,15.827396392822266,{'matthews_correlation': 0.5008139628010323}
10,200,0.21085177881643177,7.238916096,7.702839296,0.3430938720703125,16.12906265258789,{'matthews_correlation': 0.448829404336371}
10,250,0.11516771090216935,7.240226816,7.702839296,0.2929191589355469,16.007080078125,{'matthews_correlation': 0.46417453765870365}
11,50,0.11534466613084078,7.242717184,7.702839296,0.5725975036621094,14.628850936889648,{'matthews_correlation': 0.49884010528706}
11,100,0.11513097327202558,7.238785024,7.681867776,0.48175048828125,15.790468215942383,{'matthews_correlation': 0.4933020651149896}
11,150,0.21177762144245207,7.238129664,7.681867776,0.3806915283203125,15.19669246673584,{'matthews_correlation': 0.511553207209833}
11,200,0.11514215655624867,7.24048896,7.681867776,0.2850456237792969,15.76393985748291,{'matthews_correlation': 0.47972131189227946}
11,250,0.11512424596585333,7.237081088,7.681867776,0.2485504150390625,15.77078914642334,{'matthews_correlation': 0.46882316714116756}
12,50,0.11541704990901053,7.242848256,7.694450688,0.6069450378417969,15.044808387756348,{'matthews_correlation': 0.4888887128487462}
12,100,0.21267167886719107,7.238653952,7.694450688,0.4309196472167969,15.436484336853027,{'matthews_correlation': 0.509327028850585}
12,150,0.11518774488940835,7.23917824,7.694450688,0.4181709289550781,15.588883399963379,{'matthews_correlation': 0.47205091747103595}
12,200,0.11520755104720592,7.236687872,7.694450688,0.3383350372314453,15.216534614562988,{'matthews_correlation': 0.4786775006267283}
12,250,0.11519652497954666,7.240357888,7.694450688,0.24322891235351562,15.283341407775879,{'matthews_correlation': 0.48453921534304883}
13,50,0.1153472654428333,7.238916096,7.719616512,0.6466522216796875,15.069089889526367,{'matthews_correlation': 0.49580015034789016}
13,100,0.11511593358591199,7.239964672,7.719616512,0.5031547546386719,15.666616439819336,{'matthews_correlation': 0.5152108163788465}
13,150,0.11514579799957574,7.238391808,7.719616512,0.40264892578125,15.218849182128906,{'matthews_correlation': 0.5108832963621212}
13,200,0.21022267490625382,7.239047168,7.719616512,0.3332366943359375,16.10050392150879,{'matthews_correlation': 0.4619942667785431}
13,250,0.11512432968243956,7.238785024,7.719616512,0.2704048156738281,16.206684112548828,{'matthews_correlation': 0.4680511526127468}
14,50,0.11537347793579102,7.244027904,7.719616512,0.6036415100097656,15.168233871459961,{'matthews_correlation': 0.5030684451528482}
14,100,0.11516068602912127,7.239047168,7.690256384,0.39493560791015625,15.450681686401367,{'matthews_correlation': 0.5199918216286608}
14,150,0.21259471311233938,7.237474304,7.690256384,0.38483428955078125,15.210143089294434,{'matthews_correlation': 0.5308043489588087}
14,200,0.11516838357783854,7.238785024,7.690256384,0.2871513366699219,15.77200984954834,{'matthews_correlation': 0.4679712798937498}
14,250,0.11514158676378429,7.23786752,7.690256384,0.2253265380859375,15.403273582458496,{'matthews_correlation': 0.47761066068613917}
15,50,0.21102860376238822,7.2431104,7.732199424,0.6532516479492188,15.839582443237305,{'matthews_correlation': 0.43897096285432613}
15,100,0.11514285034500063,7.237474304,7.732199424,0.4498252868652344,15.54267406463623,{'matthews_correlation': 0.5256115886241353}
15,150,0.11514785912819207,7.238129664,7.732199424,0.4705963134765625,15.256782531738281,{'matthews_correlation': 0.5195831220368261}
15,200,0.11516283119097352,7.238916096,7.732199424,0.31827545166015625,15.032554626464844,{'matthews_correlation': 0.5189989527034775}
15,250,0.21276827927678824,7.238260736,7.732199424,0.25626182556152344,15.469897270202637,{'matthews_correlation': 0.4886429816374007}
16,50,0.11541954013518989,7.243634688,7.732199424,0.6237564086914062,15.059528350830078,{'matthews_correlation': 0.483701997517228}
16,100,0.11516317060217261,7.23917824,7.732199424,0.42523193359375,14.987886428833008,{'matthews_correlation': 0.4936011288364109}
16,150,0.11513656200841069,7.238785024,7.732199424,0.4310417175292969,15.031743049621582,{'matthews_correlation': 0.501409314276478}
16,200,0.21145805194042622,7.23917824,7.732199424,0.39995765686035156,14.902936935424805,{'matthews_correlation': 0.5008706778439593}
16,250,0.1151638769544661,7.239702528,7.732199424,0.23012733459472656,16.175132751464844,{'matthews_correlation': 0.4815411884536147}
17,50,0.11537541774101555,7.244352512,7.732199424,0.6442718505859375,14.497692108154297,{'matthews_correlation': 0.4956987863834426}
17,100,0.11517296367324889,7.238916096,7.694450688,0.4938201904296875,15.251106262207031,{'matthews_correlation': 0.5201844095139168}
17,150,0.21147316833026708,7.238916096,7.694450688,0.4412193298339844,14.343185424804688,{'matthews_correlation': 0.5380350856168046}
17,200,0.11511239628307521,7.238916096,7.694450688,0.32205963134765625,15.272851943969727,{'matthews_correlation': 0.48636444530565104}
17,250,0.11514457468874753,7.240620032,7.694450688,0.2560920715332031,15.446560859680176,{'matthews_correlation': 0.4759624503611039}
18,50,0.21344521429389715,7.239964672,7.694450688,0.6458053588867188,14.374374389648438,{'matthews_correlation': 0.5311019962773057}
18,100,0.11515492250211537,7.2398336,7.673479168,0.5624656677246094,15.296653747558594,{'matthews_correlation': 0.5064964943881277}
18,150,0.11511574204079807,7.239571456,7.673479168,0.45566558837890625,14.801581382751465,{'matthews_correlation': 0.542126898181579}
18,200,0.11515469369478523,7.239047168,7.673479168,0.3210487365722656,15.74279499053955,{'matthews_correlation': 0.4565121408588669}
18,250,0.21167097593657672,7.239702528,7.673479168,0.2262725830078125,15.348493576049805,{'matthews_correlation': 0.5049093009936784}
19,50,0.11536546844989061,7.240751104,7.744782336,0.6070213317871094,15.200432777404785,{'matthews_correlation': 0.49734037424260125}
19,100,0.11510170438326896,7.238129664,7.744782336,0.39866065979003906,15.67648983001709,{'matthews_correlation': 0.5008139628010323}
19,150,0.11515357137657702,7.239440384,7.744782336,0.35540771484375,14.226103782653809,{'matthews_correlation': 0.5486289770573283}
19,200,0.20896626624278725,7.23917824,7.744782336,0.238250732421875,15.73756217956543,{'matthews_correlation': 0.4706974024636893}
19,250,0.11513804352842272,7.239702528,7.744782336,0.1891651153564453,16.09337615966797,{'matthews_correlation': 0.45682147379529064}
20,50,0.11534492171369493,7.239702528,7.744782336,0.6606254577636719,14.78314208984375,{'matthews_correlation': 0.4885627709000099}
20,100,0.11509992114268243,7.241406464,7.681867776,0.4244499206542969,15.410604476928711,{'matthews_correlation': 0.5152395329896978}
20,150,0.21106081508100033,7.238916096,7.681867776,0.4571800231933594,14.682550430297852,{'matthews_correlation': 0.5195831220368261}
20,200,0.11511725636199116,7.23917824,7.681867776,0.2812461853027344,16.313722610473633,{'matthews_correlation': 0.45153698660287134}
20,250,0.11512301628477871,7.23917824,7.681867776,0.2735557556152344,15.537433624267578,{'matthews_correlation': 0.4881621973057103}
21,50,0.2116869432851672,7.238916096,7.681867776,0.6282424926757812,14.862831115722656,{'matthews_correlation': 0.49502150282843344}
21,100,0.11514497846364975,7.238916096,7.669284864,0.3835487365722656,15.080554962158203,{'matthews_correlation': 0.5375696775968675}
21,150,0.11514228406362235,7.238916096,7.669284864,0.3529396057128906,15.262728691101074,{'matthews_correlation': 0.5193606740748844}
21,200,0.11516023870557547,7.237343232,7.669284864,0.3341655731201172,15.572881698608398,{'matthews_correlation': 0.46849580082104064}
21,250,0.21113705926574766,7.236818944,7.669284864,0.1878814697265625,15.097825050354004,{'matthews_correlation': 0.47972131189227946}
22,50,0.11539689329452812,7.241537536,7.719616512,0.5810470581054688,15.061617851257324,{'matthews_correlation': 0.4889866870600858}
22,100,0.11514890240505338,7.238785024,7.719616512,0.4306316375732422,15.450242042541504,{'matthews_correlation': 0.5344741493652013}
22,150,0.11514120950363577,7.239571456,7.719616512,0.3740119934082031,14.968554496765137,{'matthews_correlation': 0.5040970581931397}
22,200,0.21326294313184918,7.23786752,7.719616512,0.2508201599121094,15.590739250183105,{'matthews_correlation': 0.49038894064526567}
22,250,0.11515670179389417,7.237998592,7.719616512,0.19793319702148438,15.175932884216309,{'matthews_correlation': 0.4822936632579631}
23,50,0.11535126616246999,7.242192896,7.719616512,0.6467628479003906,14.691160202026367,{'matthews_correlation': 0.5143649770488817}
23,100,0.11516328171826899,7.238916096,7.702839296,0.4134521484375,15.19770336151123,{'matthews_correlation': 0.5206429850373612}
23,150,0.21017315542325377,7.239047168,7.702839296,0.4275093078613281,14.29512882232666,{'matthews_correlation': 0.5430300010703486}
23,200,0.11516760231927037,7.238129664,7.702839296,0.2970008850097656,15.647680282592773,{'matthews_correlation': 0.48904101704775593}
23,250,0.11517905086278915,7.239702528,7.702839296,0.2196674346923828,15.969356536865234,{'matthews_correlation': 0.4894438128180558}
24,50,0.21247965888120235,7.242586112,7.736393728,0.5394744873046875,14.580368041992188,{'matthews_correlation': 0.5179235098834656}
24,100,0.11519180106930435,7.238129664,7.736393728,0.4922218322753906,15.096354484558105,{'matthews_correlation': 0.5260444798696156}
24,150,0.1151608356833458,7.239571456,7.736393728,0.408966064453125,15.234102249145508,{'matthews_correlation': 0.5077988277332364}
24,200,0.1151865568663925,7.23721216,7.736393728,0.26216888427734375,15.330979347229004,{'matthews_correlation': 0.4971890871020268}
24,250,0.21106389039196075,7.238785024,7.736393728,0.20633506774902344,15.246109008789062,{'matthews_correlation': 0.49939748722741073}
25,50,0.11538952549919486,7.242192896,7.736393728,0.5632133483886719,14.847081184387207,{'matthews_correlation': 0.5395175517784774}
25,100,0.11522535569965839,7.240226816,7.7070336,0.5207366943359375,15.75654125213623,{'matthews_correlation': 0.5140703745632377}
25,150,0.11516784722916781,7.237081088,7.7070336,0.44956207275390625,14.588736534118652,{'matthews_correlation': 0.5158527052087316}
25,200,0.21198192150332035,7.239571456,7.7070336,0.25453758239746094,15.01640510559082,{'matthews_correlation': 0.5003634450667074}
25,250,0.11520417787134647,7.240882176,7.7070336,0.24110984802246094,15.899456977844238,{'matthews_correlation': 0.4719145933025383}
26,50,0.11541588811203837,7.242323968,7.723810816,0.7585334777832031,14.466048240661621,{'matthews_correlation': 0.5144960426463765}
26,100,0.11517446799203754,7.238916096,7.723810816,0.3801536560058594,15.141557693481445,{'matthews_correlation': 0.5252707810731365}
26,150,0.21167513106018304,7.241406464,7.723810816,0.3720531463623047,14.255289077758789,{'matthews_correlation': 0.5518180765109645}
26,200,0.11513830211944878,7.240095744,7.723810816,0.2493133544921875,15.221694946289062,{'matthews_correlation': 0.47229365164914744}
26,250,0.11518529604189098,7.238916096,7.723810816,0.25010108947753906,15.014276504516602,{'matthews_correlation': 0.5093862226127703}
27,50,0.2112365860491991,7.242586112,7.723810816,0.60308837890625,15.006486892700195,{'matthews_correlation': 0.5103674990382527}
27,100,0.11516374396160245,7.237081088,7.677673472,0.4389305114746094,15.270380020141602,{'matthews_correlation': 0.5240812189969385}
27,150,0.11514936932362616,7.238129664,7.677673472,0.4290962219238281,15.627583503723145,{'matthews_correlation': 0.4653315480844091}
27,200,0.11516682949848472,7.238653952,7.677673472,0.3630962371826172,15.449708938598633,{'matthews_correlation': 0.5127037797742986}
27,250,0.21038008915260434,7.24048896,7.677673472,0.1887979507446289,14.93227481842041,{'matthews_correlation': 0.5070207143299597}
28,50,0.11539091489277781,7.2431104,7.711227904,0.5732574462890625,14.788792610168457,{'matthews_correlation': 0.496410918096732}
28,100,0.11516517980955542,7.238916096,7.711227904,0.5221519470214844,15.693329811096191,{'matthews_correlation': 0.4814068230729203}
28,150,0.11520761462859809,7.238129664,7.711227904,0.37261009216308594,14.55528736114502,{'matthews_correlation': 0.5302725109447611}
28,200,0.21089093044400214,7.241406464,7.711227904,0.2567138671875,14.84299087524414,{'matthews_correlation': 0.5298831429205758}
28,250,0.1151671138126403,7.238653952,7.711227904,0.18180084228515625,15.483956336975098,{'matthews_correlation': 0.4881621973057103}
29,50,0.11539633836597205,7.238916096,7.711227904,0.4524993896484375,14.453669548034668,{'matthews_correlation': 0.5423393224365018}
29,100,0.21034347667358816,7.239702528,7.7070336,0.4485321044921875,14.675474166870117,{'matthews_correlation': 0.5465000675591178}
29,150,0.11520396013744176,7.238916096,7.7070336,0.3807716369628906,14.810140609741211,{'matthews_correlation': 0.5309996656311508}
29,200,0.11517433973029256,7.239440384,7.7070336,0.2940101623535156,14.270983695983887,{'matthews_correlation': 0.5205357902871333}
29,250,0.11523623682558537,7.238391808,7.7070336,0.2409801483154297,14.878170013427734,{'matthews_correlation': 0.5110011129556706}
30,50,0.21290072645992042,7.24048896,7.7070336,0.552276611328125,14.715113639831543,{'matthews_correlation': 0.5031704769687771}
30,100,0.11516930653713643,7.238916096,7.677673472,0.48703765869140625,15.116812705993652,{'matthews_correlation': 0.5561241045946117}
30,150,0.11515103869140147,7.238129664,7.677673472,0.4338397979736328,14.843188285827637,{'matthews_correlation': 0.5125306777090026}
30,200,0.11515247922390699,7.239702528,7.677673472,0.26190757751464844,15.824493408203125,{'matthews_correlation': 0.4798818882418458}
30,250,0.21085166267119348,7.237998592,7.677673472,0.28478145599365234,15.441337585449219,{'matthews_correlation': 0.4777158206294759}
output/cola/output_finetuning_roberta_glue_cola_batch-size-32_galore_2025-04-18_19-19-36.csv 0 → 100644
View file @ 56127659
epoch,training_step,compute_time,peak_memory_usage_allocated_GB,peak_memory_usage_reserved_GB,training_loss,evaluation_loss,evaluation_metric
1,50,0.20232704732567072,7.316439552,7.604273152,0.7474365234375,24.10035514831543,{'matthews_correlation': 0.0022894481930384354}
1,100,0.09796044152230024,7.316440064,7.604273152,0.6807861328125,22.58790397644043,{'matthews_correlation': -0.016183487419975724}
1,150,0.09795295020565391,7.316440064,7.604273152,0.5968017578125,20.835912704467773,{'matthews_correlation': 0.0}
1,200,0.09794242977164686,7.316440064,7.604273152,0.403564453125,21.215599060058594,{'matthews_correlation': 0.0}
1,250,0.19385488557629288,7.316440064,7.604273152,0.572174072265625,20.218063354492188,{'matthews_correlation': 0.0}
2,50,0.09833727351389826,7.316440064,7.700742144,0.6309814453125,20.579029083251953,{'matthews_correlation': 0.0}
2,100,0.09814764718525111,7.316440064,7.700742144,0.69793701171875,20.32185935974121,{'matthews_correlation': 0.0}
2,150,0.19496548228897154,7.316440064,7.700742144,0.483642578125,20.40756607055664,{'matthews_correlation': 0.0}
2,200,0.09813413990661501,7.316440064,7.700742144,0.4005126953125,20.430213928222656,{'matthews_correlation': 0.0}
2,250,0.09814076159149408,7.316440064,7.700742144,0.56109619140625,20.478242874145508,{'matthews_correlation': 0.0}
3,50,0.09818820806220174,7.316440064,7.700742144,0.558135986328125,20.06101417541504,{'matthews_correlation': 0.0}
3,100,0.1954389002919197,7.316440064,7.700742144,0.703125,20.095321655273438,{'matthews_correlation': 0.0}
3,150,0.09798356683924794,7.316440064,7.700742144,0.498199462890625,19.907180786132812,{'matthews_correlation': 0.0}
3,200,0.09796855866909027,7.316440064,7.700742144,0.3988037109375,20.319503784179688,{'matthews_correlation': 0.0}
3,250,0.09797716445289552,7.316440064,7.700742144,0.607666015625,19.69319725036621,{'matthews_correlation': 0.0}
4,50,0.0983069467265159,7.316440064,7.700742144,0.59661865234375,19.549097061157227,{'matthews_correlation': 0.0}
4,100,0.0981095957569778,7.316440064,7.700742144,0.649322509765625,19.2853946685791,{'matthews_correlation': 0.0}
4,150,0.09812461055815219,7.316440064,7.700742144,0.516143798828125,19.42967987060547,{'matthews_correlation': 0.0463559874942472}
4,200,0.19414444267749786,7.316440064,7.700742144,0.426177978515625,19.506399154663086,{'matthews_correlation': 0.0}
4,250,0.09809121067635715,7.316440064,7.700742144,0.4920501708984375,18.703643798828125,{'matthews_correlation': 0.0}
5,50,0.0982144149299711,7.316440064,7.700742144,0.5884552001953125,18.379003524780273,{'matthews_correlation': 0.0}
5,100,0.0980134538654238,7.316440064,7.700742144,0.6691741943359375,18.268213272094727,{'matthews_correlation': 0.060190597377967524}
5,150,0.19591684291139244,7.316440064,7.700742144,0.4976654052734375,17.976604461669922,{'matthews_correlation': 0.07080473081055227}
5,200,0.09801186532713473,7.316440064,7.700742144,0.3956298828125,18.120481491088867,{'matthews_correlation': 0.08036809130702588}
5,250,0.09801254420541226,7.316440064,7.700742144,0.434661865234375,17.912818908691406,{'matthews_correlation': 0.0928457264044978}
6,50,0.0982957452815026,7.316440064,7.700742144,0.6022491455078125,17.444673538208008,{'matthews_correlation': 0.18663603757673916}
6,100,0.19363143080845474,7.316440064,7.700742144,0.598846435546875,17.418964385986328,{'matthews_correlation': 0.22931451177952372}
6,150,0.09809352812357247,7.316440064,7.700742144,0.4422760009765625,17.299882888793945,{'matthews_correlation': 0.2699237371936652}
6,200,0.09807514189742506,7.316440064,7.700742144,0.43163299560546875,18.039112091064453,{'matthews_correlation': 0.14697190112289202}
6,250,0.09809361028485,7.316440064,7.700742144,0.4202880859375,17.24009895324707,{'matthews_correlation': 0.2137494135116071}
7,50,0.09820860674604774,7.316440064,7.700742144,0.631561279296875,16.885379791259766,{'matthews_correlation': 0.22483099018024258}
7,100,0.09801358889788389,7.316440064,7.700742144,0.6716461181640625,16.839313507080078,{'matthews_correlation': 0.38442049356916036}
7,150,0.09800652828998864,7.316440064,7.700742144,0.5222015380859375,16.58051109313965,{'matthews_correlation': 0.39611025073017425}
7,200,0.19270051329396665,7.316440064,7.700742144,0.314697265625,17.367631912231445,{'matthews_correlation': 0.3087745534380029}
7,250,0.09799948561005295,7.316440064,7.700742144,0.3202972412109375,17.2941951751709,{'matthews_correlation': 0.27581328458473675}
8,50,0.09826298795640469,7.316440064,7.700742144,0.6555023193359375,16.04172706604004,{'matthews_correlation': 0.3758293113455866}
8,100,0.0980517126340419,7.316440064,7.700742144,0.5717315673828125,16.79950523376465,{'matthews_correlation': 0.4266871106652784}
8,150,0.19486819436773659,7.316440064,7.700742144,0.4727325439453125,16.30967903137207,{'matthews_correlation': 0.45013594518041034}
8,200,0.09804941437207162,7.316440064,7.700742144,0.356353759765625,17.019540786743164,{'matthews_correlation': 0.3681851356670607}
8,250,0.09805315851233899,7.316440064,7.700742144,0.36435699462890625,17.070932388305664,{'matthews_correlation': 0.37569959495963046}
9,50,0.09820381432771683,7.316440064,7.700742144,0.5535659790039062,16.051332473754883,{'matthews_correlation': 0.4096388302242466}
9,100,0.19559942888095974,7.316440064,7.700742144,0.5503616333007812,15.885008811950684,{'matthews_correlation': 0.4844965563272315}
9,150,0.09800961954519152,7.316440064,7.700742144,0.5080413818359375,16.293964385986328,{'matthews_correlation': 0.45150474844294264}
9,200,0.09801593508571387,7.316440064,7.700742144,0.39350128173828125,16.68522834777832,{'matthews_correlation': 0.3588375000623354}
9,250,0.09800404681824147,7.316440064,7.700742144,0.3076019287109375,17.253843307495117,{'matthews_correlation': 0.37793570732654813}
10,50,0.09826831868849695,7.316440064,7.700742144,0.5944061279296875,16.442584991455078,{'matthews_correlation': 0.3919012814705628}
10,100,0.09804862129501998,7.316440064,7.700742144,0.528564453125,16.717021942138672,{'matthews_correlation': 0.4485114874552567}
10,150,0.09805864588357509,7.316440064,7.700742144,0.4415283203125,16.014667510986328,{'matthews_correlation': 0.47355902998291466}
10,200,0.19238091133534907,7.316440064,7.700742144,0.34723663330078125,16.110050201416016,{'matthews_correlation': 0.40200223868227586}
10,250,0.09803889442235231,7.316440064,7.700742144,0.3245849609375,16.45831298828125,{'matthews_correlation': 0.4263298663098621}
11,50,0.09822373976930976,7.316440064,7.700742144,0.6314620971679688,16.010156631469727,{'matthews_correlation': 0.4687584131068791}
11,100,0.09801526492461562,7.316440064,7.700742144,0.489593505859375,16.280170440673828,{'matthews_correlation': 0.4784557922403805}
11,150,0.19407299047335982,7.316440064,7.700742144,0.43160247802734375,16.085268020629883,{'matthews_correlation': 0.44660648278483256}
11,200,0.09803016749210655,7.316440064,7.700742144,0.3682098388671875,16.538297653198242,{'matthews_correlation': 0.3876416999545416}
11,250,0.09801867592148483,7.316440064,7.700742144,0.29029083251953125,16.227266311645508,{'matthews_correlation': 0.4266612153228936}
12,50,0.09823481827974319,7.316440064,7.700742144,0.6243133544921875,16.348779678344727,{'matthews_correlation': 0.4153376846217165}
12,100,0.1945813762396574,7.316440064,7.700742144,0.6046524047851562,15.896601676940918,{'matthews_correlation': 0.49697874405312303}
12,150,0.09803959636949003,7.316440064,7.700742144,0.4267425537109375,15.707295417785645,{'matthews_correlation': 0.4875708626877801}
12,200,0.09803816188126803,7.316440064,7.700742144,0.37152099609375,16.24370002746582,{'matthews_correlation': 0.3925278838270484}
12,250,0.09804011603817343,7.316440064,7.700742144,0.30535125732421875,15.97982406616211,{'matthews_correlation': 0.4158723169912729}
13,50,0.09821527970023453,7.316440064,7.700742144,0.59100341796875,15.60754108428955,{'matthews_correlation': 0.451258839660083}
13,100,0.09802145420573652,7.316440064,7.700742144,0.541717529296875,16.231952667236328,{'matthews_correlation': 0.47375005423401834}
13,150,0.09801817247644067,7.316440064,7.700742144,0.4362640380859375,15.9132080078125,{'matthews_correlation': 0.4183054416236183}
13,200,0.19096577370539308,7.316440064,7.700742144,0.3567161560058594,16.06207847595215,{'matthews_correlation': 0.42264601327332535}
13,250,0.09801385340280831,7.316440064,7.700742144,0.28749847412109375,16.4503173828125,{'matthews_correlation': 0.4057481481763559}
14,50,0.09823801804333926,7.316440064,7.700742144,0.6766738891601562,16.172340393066406,{'matthews_correlation': 0.4360116951537611}
14,100,0.09803358422592283,7.316440064,7.700742144,0.48040771484375,15.530379295349121,{'matthews_correlation': 0.49137921595972606}
14,150,0.19623127399943768,7.316440064,7.700742144,0.48564910888671875,15.795764923095703,{'matthews_correlation': 0.47074453135965005}
14,200,0.0980368702672422,7.316440064,7.700742144,0.39534759521484375,16.01528549194336,{'matthews_correlation': 0.4360393456654149}
14,250,0.0980404665786773,7.316440064,7.700742144,0.2928123474121094,15.863377571105957,{'matthews_correlation': 0.4542879788624185}
15,50,0.19323196154087782,7.316440064,7.700742144,0.7061920166015625,15.345816612243652,{'matthews_correlation': 0.47957591195713883}
15,100,0.09804133173078299,7.316440064,7.700742144,0.6333160400390625,15.416047096252441,{'matthews_correlation': 0.5319326665988362}
15,150,0.09803891290910542,7.316440064,7.700742144,0.411376953125,15.573606491088867,{'matthews_correlation': 0.47897031748199426}
15,200,0.09797955050133168,7.316440064,7.700742144,0.47922515869140625,16.601566314697266,{'matthews_correlation': 0.43492488050316364}
15,250,0.1951522328518331,7.316440064,7.700742144,0.370330810546875,16.250457763671875,{'matthews_correlation': 0.45274767660246595}
16,50,0.09823155745863915,7.316440064,7.700742144,0.6485214233398438,15.640071868896484,{'matthews_correlation': 0.4613570491739201}
16,100,0.0980467517953366,7.316440064,7.700742144,0.5720367431640625,16.278196334838867,{'matthews_correlation': 0.47414798433393196}
16,150,0.09803363228216767,7.316440064,7.700742144,0.432708740234375,16.011985778808594,{'matthews_correlation': 0.4582080011439403}
16,200,0.1936668920889497,7.316440064,7.700742144,0.4047088623046875,15.790960311889648,{'matthews_correlation': 0.4123926341585669}
16,250,0.09802375580184161,7.316440064,7.700742144,0.3332061767578125,16.150468826293945,{'matthews_correlation': 0.4627750870541594}
17,50,0.09822129987180234,7.316440064,7.700742144,0.5687255859375,15.44355583190918,{'matthews_correlation': 0.4770658498653882}
17,100,0.09802692265249789,7.316440064,7.700742144,0.6423492431640625,15.873757362365723,{'matthews_correlation': 0.4816519577615977}
17,150,0.19387887423858047,7.316440064,7.700742144,0.43843841552734375,15.265472412109375,{'matthews_correlation': 0.5031509527807949}
17,200,0.09803092029877007,7.316440064,7.700742144,0.4197502136230469,16.316970825195312,{'matthews_correlation': 0.4417595540604027}
17,250,0.09804017561487853,7.316440064,7.700742144,0.27712249755859375,16.132173538208008,{'matthews_correlation': 0.4532503037382065}
18,50,0.1968028203584254,7.316440064,7.700742144,0.6166229248046875,15.397350311279297,{'matthews_correlation': 0.46365851536429387}
18,100,0.09799730331636965,7.316440064,7.700742144,0.5776824951171875,15.35561752319336,{'matthews_correlation': 0.48062510173648026}
18,150,0.09800830626860262,7.316440064,7.700742144,0.457611083984375,15.760391235351562,{'matthews_correlation': 0.47132211107152144}
18,200,0.09800065897405147,7.316440064,7.700742144,0.3542938232421875,15.915802955627441,{'matthews_correlation': 0.45317860878756877}
18,250,0.19434856116771698,7.316440064,7.700742144,0.24225234985351562,15.88260555267334,{'matthews_correlation': 0.46135389571293106}
19,50,0.0982237215526402,7.316440064,7.700742144,0.6072463989257812,15.09898853302002,{'matthews_correlation': 0.49234924434654215}
19,100,0.09803398452699184,7.316440064,7.700742144,0.4793243408203125,15.768424987792969,{'matthews_correlation': 0.4630957776985841}
19,150,0.09804960183799266,7.316440064,7.700742144,0.4160919189453125,15.307411193847656,{'matthews_correlation': 0.4721809649525052}
19,200,0.193906895685941,7.316440064,7.700742144,0.4136543273925781,16.435060501098633,{'matthews_correlation': 0.4586626025787058}
19,250,0.09801697177812457,7.316440064,7.700742144,0.3271636962890625,15.4561767578125,{'matthews_correlation': 0.43942052933004133}
20,50,0.09820568278431892,7.316440064,7.700742144,0.578643798828125,16.171192169189453,{'matthews_correlation': 0.4556967138063024}
20,100,0.0980038734152913,7.316440064,7.700742144,0.413665771484375,15.870397567749023,{'matthews_correlation': 0.48116886675922127}
20,150,0.19381369900889694,7.316440064,7.700742144,0.41030120849609375,15.402046203613281,{'matthews_correlation': 0.4957156852521261}
20,200,0.0980251479241997,7.316440064,7.700742144,0.3885650634765625,15.769618034362793,{'matthews_correlation': 0.45672766566666484}
20,250,0.09800909718498588,7.316440064,7.700742144,0.33431243896484375,15.714282989501953,{'matthews_correlation': 0.45125087176437145}
21,50,0.19440209958702326,7.316440064,7.700742144,0.605438232421875,15.330572128295898,{'matthews_correlation': 0.4912455487832824}
21,100,0.09802715458907187,7.316440064,7.700742144,0.4845123291015625,15.310503005981445,{'matthews_correlation': 0.5129182554919687}
21,150,0.09802594676613807,7.316440064,7.700742144,0.36441802978515625,15.365704536437988,{'matthews_correlation': 0.49909053224698996}
21,200,0.0980285366717726,7.316440064,7.700742144,0.4023933410644531,15.91519832611084,{'matthews_correlation': 0.44878105759471104}
21,250,0.19341111841611563,7.316440064,7.700742144,0.31131744384765625,15.835034370422363,{'matthews_correlation': 0.45776138182831266}
22,50,0.09821194061078131,7.316440064,7.700742144,0.6168365478515625,15.667800903320312,{'matthews_correlation': 0.45150474844294264}
22,100,0.09801023114472628,7.316440064,7.700742144,0.450408935546875,15.692251205444336,{'matthews_correlation': 0.48225933734906484}
22,150,0.09801958994008601,7.316440064,7.700742144,0.44892120361328125,15.794675827026367,{'matthews_correlation': 0.46669112128457796}
22,200,0.1955721430759877,7.316440064,7.700742144,0.32395172119140625,15.48736572265625,{'matthews_correlation': 0.4620031465161152}
22,250,0.09801327124238014,7.316440064,7.700742144,0.24599838256835938,15.629467010498047,{'matthews_correlation': 0.4310489575784538}
23,50,0.09821936798281967,7.316440064,7.700742144,0.6049346923828125,15.184815406799316,{'matthews_correlation': 0.47699681872966554}
23,100,0.09803042204119265,7.316440064,7.700742144,0.5121917724609375,16.056934356689453,{'matthews_correlation': 0.4819426852028504}
23,150,0.19357639878988267,7.316440064,7.700742144,0.4188232421875,15.375934600830078,{'matthews_correlation': 0.48973448883443993}
23,200,0.0980265338346362,7.316440064,7.700742144,0.3264579772949219,16.05792236328125,{'matthews_correlation': 0.46372927911071965}
23,250,0.09801838834770024,7.316440064,7.700742144,0.31261444091796875,15.95927906036377,{'matthews_correlation': 0.46472372045336796}
24,50,0.19583445407450198,7.316440064,7.700742144,0.6199188232421875,15.621875762939453,{'matthews_correlation': 0.47429960695134216}
24,100,0.09801047845743596,7.316440064,7.700742144,0.5818252563476562,15.971634864807129,{'matthews_correlation': 0.4650884638769651}
24,150,0.09796519370749593,7.316440064,7.700742144,0.4696044921875,15.81889820098877,{'matthews_correlation': 0.47196931808913706}
24,200,0.09801434990018607,7.316440064,7.700742144,0.3134002685546875,15.75178337097168,{'matthews_correlation': 0.4928616186320675}
24,250,0.19381726359017193,7.316440064,7.700742144,0.23598480224609375,16.01421356201172,{'matthews_correlation': 0.4764127578828491}
25,50,0.09821032646112143,7.316440064,7.700742144,0.6485519409179688,15.467340469360352,{'matthews_correlation': 0.4812399060969398}
25,100,0.09801586238667369,7.316440064,7.700742144,0.548065185546875,15.669839859008789,{'matthews_correlation': 0.5005159907242162}
25,150,0.09802245244383812,7.316440064,7.700742144,0.3644561767578125,15.476616859436035,{'matthews_correlation': 0.4977023836987822}
25,200,0.19552459291182459,7.316440064,7.700742144,0.4173698425292969,15.606505393981934,{'matthews_correlation': 0.4762179386395923}
25,250,0.09801521509885788,7.316440064,7.700742144,0.3917694091796875,15.350166320800781,{'matthews_correlation': 0.4712167809814141}
26,50,0.09821612185798585,7.316440064,7.700742144,0.5504531860351562,15.389364242553711,{'matthews_correlation': 0.47929826528574304}
26,100,0.09801867193542421,7.316440064,7.700742144,0.45938873291015625,15.574989318847656,{'matthews_correlation': 0.49403550594941403}
26,150,0.19483936790376902,7.316440064,7.700742144,0.3999176025390625,14.881271362304688,{'matthews_correlation': 0.5261763707020927}
26,200,0.0980169215425849,7.316440064,7.700742144,0.3288726806640625,15.390542030334473,{'matthews_correlation': 0.4682475606589459}
26,250,0.09801459316164256,7.316440064,7.700742144,0.23051834106445312,15.735319137573242,{'matthews_correlation': 0.464301521800941}
27,50,0.19520446695387364,7.316440064,7.700742144,0.61236572265625,15.346688270568848,{'matthews_correlation': 0.5046174648818983}
27,100,0.09802100852131844,7.316440064,7.700742144,0.5427703857421875,15.439443588256836,{'matthews_correlation': 0.5167150622870699}
27,150,0.0980097822099924,7.316440064,7.700742144,0.4096336364746094,15.44654655456543,{'matthews_correlation': 0.49861707420709134}
27,200,0.09801264346577226,7.316440064,7.700742144,0.3065605163574219,15.427952766418457,{'matthews_correlation': 0.45764812530248294}
27,250,0.19348871712572874,7.316440064,7.700742144,0.2893943786621094,16.083106994628906,{'matthews_correlation': 0.443517520534541}
28,50,0.09820814233273267,7.316440064,7.700742144,0.5766220092773438,15.132172584533691,{'matthews_correlation': 0.4831884540107126}
28,100,0.0979977190028876,7.316440064,7.700742144,0.5129661560058594,15.522156715393066,{'matthews_correlation': 0.4785451130262614}
28,150,0.09800331451930105,7.316440064,7.700742144,0.499114990234375,15.792606353759766,{'matthews_correlation': 0.47641061077546276}
28,200,0.19436245255172252,7.316440064,7.700742144,0.2964935302734375,15.873907089233398,{'matthews_correlation': 0.47367134459373783}
28,250,0.09800493579357862,7.316440064,7.700742144,0.2876548767089844,15.507588386535645,{'matthews_correlation': 0.4777158206294759}
29,50,0.0982163040805608,7.316440064,7.700742144,0.5466461181640625,14.94797420501709,{'matthews_correlation': 0.5092209059072703}
29,100,0.19363863336853682,7.316440064,7.700742144,0.6653518676757812,14.76292896270752,{'matthews_correlation': 0.5096183151537258}
29,150,0.09802456768229603,7.316440064,7.700742144,0.38719940185546875,15.330028533935547,{'matthews_correlation': 0.5052230194279846}
29,200,0.09795961771160364,7.316440064,7.700742144,0.2735137939453125,15.8536958694458,{'matthews_correlation': 0.44498058116266825}
29,250,0.09801796699874103,7.316440064,7.700742144,0.2952880859375,16.08015251159668,{'matthews_correlation': 0.4606067083522908}
30,50,0.1958385488204658,7.316440064,7.700742144,0.6417007446289062,15.879836082458496,{'matthews_correlation': 0.4387646654644768}
30,100,0.09795526169240475,7.316440064,7.700742144,0.5234184265136719,15.111896514892578,{'matthews_correlation': 0.4999892177171712}
30,150,0.09801940924488008,7.316440064,7.700742144,0.3808784484863281,15.409868240356445,{'matthews_correlation': 0.4772110399465196}
30,200,0.09802864102646708,7.316440064,7.700742144,0.3809318542480469,15.790399551391602,{'matthews_correlation': 0.46008202227481587}
30,250,0.19448678902350366,7.316440064,7.700742144,0.24873733520507812,16.19108009338379,{'matthews_correlation': 0.4469426314652944}
output/pretrain/output_pretraining_llama_60m_c4_adamw+lora_2025-04-14_05-30-53.csv 0 → 100644
View file @ 56127659
epoch,training_step,compute_time,peak_memory_usage_allocated_GB,peak_memory_usage_reserved_GB,training_loss,evaluation_loss,evaluation_metric
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output/pretrain/output_pretraining_llama_60m_c4_adamw_2025-04-14_02-42-23.csv 0 → 100644
View file @ 56127659
epoch,training_step,compute_time,peak_memory_usage_allocated_GB,peak_memory_usage_reserved_GB,training_loss,evaluation_loss,evaluation_metric
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1,600,0.4273154121171683,39.013753856,47.651487744,2.5208702087402344,5.045720100402832,1.000504732131958
1,700,0.4273624332575128,39.013753856,47.651487744,2.4431536197662354,4.814537048339844,1.0004816055297852
1,800,0.4273177515016869,39.013753856,47.651487744,2.29878830909729,4.615663528442383,1.0004616975784302
1,900,0.42737155434675517,39.013753856,47.651487744,2.234130859375,4.463888168334961,1.0004465579986572
1,1000,0.42734022765420376,39.013753856,47.651487744,2.1544179916381836,4.349443435668945,1.0004349946975708
1,1100,0.4273416200419888,39.013753856,47.651487744,2.1481950283050537,4.257018566131592,1.0004258155822754
1,1200,0.4273912426549941,39.013753856,47.651487744,2.082355260848999,4.185877799987793,1.0004186630249023
1,1300,0.4273770532384515,39.013753856,47.651487744,2.0976269245147705,4.131434917449951,1.000413179397583
1,1400,0.42742958180140705,39.013753856,47.651487744,2.0544204711914062,4.081253528594971,1.0004082918167114
1,1500,0.427379215429537,39.013753856,47.651487744,2.017421007156372,4.036642551422119,1.0004037618637085
1,1600,0.4278508701920509,39.013753856,47.651487744,2.044574499130249,4.0056304931640625,1.0004006624221802
1,1700,0.4279538481682539,39.013753856,47.651487744,2.0121331214904785,3.9769766330718994,1.000397801399231
1,1800,0.4273503227205947,39.013753856,47.651487744,1.9737317562103271,3.95412540435791,1.0003955364227295
1,1900,0.4273864417150617,39.013753856,47.651487744,1.9774434566497803,3.9249110221862793,1.0003926753997803
1,2000,0.42736683066934344,39.013753856,47.651487744,1.9581420421600342,3.9074761867523193,1.0003907680511475
1,2100,0.42735247693490236,39.013753856,47.651487744,1.9479339122772217,3.8885855674743652,1.0003889799118042
1,2200,0.42735550572630016,39.013753856,47.651487744,1.9110119342803955,3.871602773666382,1.000387191772461
1,2300,0.42736132989171893,39.013753856,47.651487744,1.909894347190857,3.8487491607666016,1.0003849267959595
1,2400,0.42776208811905236,39.013753856,47.651487744,1.9215834140777588,3.833839178085327,1.0003834962844849
1,2500,0.42749400063883514,39.013753856,47.651487744,1.9155734777450562,3.8170018196105957,1.0003818273544312
1,2600,0.42736364911776037,39.013753856,47.651487744,1.8808776140213013,3.8044347763061523,1.000380516052246
1,2700,0.42729079282376914,39.013753856,47.651487744,1.9281694889068604,3.7961528301239014,1.0003796815872192
1,2800,0.4273761287378147,39.013753856,47.651487744,1.8708535432815552,3.785403251647949,1.0003786087036133
1,2900,0.4273435232974589,39.013753856,47.651487744,1.8975327014923096,3.7720766067504883,1.0003772974014282
1,3000,0.4274438049597666,39.013753856,47.651487744,1.8542207479476929,3.7588253021240234,1.0003759860992432
1,3100,0.42748627104330805,39.013753856,47.651487744,1.9021797180175781,3.7522928714752197,1.0003753900527954
1,3200,0.4273253483325243,39.013753856,47.651487744,1.88115656375885,3.7406444549560547,1.0003741979599
1,3300,0.4273568828916177,39.013753856,47.651487744,1.8706508874893188,3.731138229370117,1.0003732442855835
1,3400,0.4273003388149664,39.013753856,47.651487744,1.8477048873901367,3.7199463844299316,1.000372052192688
1,3500,0.42729067388921976,39.013753856,47.651487744,1.8998818397521973,3.710481882095337,1.0003710985183716
1,3600,0.4272824899945408,39.013753856,47.651487744,1.8761314153671265,3.701507091522217,1.0003702640533447
1,3700,0.4272818008856848,39.013753856,47.651487744,1.8379590511322021,3.695248603820801,1.000369668006897
1,3800,0.4272704726550728,39.013753856,47.651487744,1.8493305444717407,3.686246395111084,1.0003687143325806
1,3900,0.42736311863642185,39.013753856,47.651487744,1.8492878675460815,3.6791648864746094,1.0003679990768433
1,4000,0.4273092953115702,39.013753856,47.651487744,1.8140312433242798,3.669904947280884,1.0003670454025269
1,4100,0.4272946557402611,39.013753856,47.651487744,1.8460761308670044,3.6693367958068848,1.0003670454025269
1,4200,0.427346873478964,39.013753856,47.651487744,1.8273496627807617,3.659257650375366,1.000365972518921
1,4300,0.4273808830883354,39.013753856,47.651487744,1.8511207103729248,3.654724597930908,1.0003656148910522
1,4400,0.4273410160280764,39.013753856,47.651487744,1.8292652368545532,3.650106191635132,1.000365138053894
1,4500,0.42730125566013155,39.013753856,47.651487744,1.8082865476608276,3.644115924835205,1.0003645420074463
1,4600,0.42732744237408044,39.013753856,47.651487744,1.814437747001648,3.6335508823394775,1.0003634691238403
1,4700,0.42732916670385745,39.013753856,47.651487744,1.8280733823776245,3.6267340183258057,1.000362753868103
1,4800,0.4273571981023997,39.013753856,47.651487744,1.8320378065109253,3.6222026348114014,1.0003622770309448
1,4900,0.42731110788416116,39.013753856,47.651487744,1.861726999282837,3.621558666229248,1.0003621578216553
1,5000,0.4274809350585565,39.013753856,47.651487744,1.8210475444793701,3.615015745162964,1.0003615617752075
1,5100,0.4280642082728445,39.013753856,47.651487744,1.833144187927246,3.6079142093658447,1.0003608465194702
1,5200,0.4281073773605749,39.013753856,47.651487744,1.8058876991271973,3.6033523082733154,1.000360369682312
1,5300,0.42763718047179283,39.013753856,47.651487744,1.824341893196106,3.5993850231170654,1.0003600120544434
1,5400,0.42772993294522166,39.013753856,47.651487744,1.78598153591156,3.597088575363159,1.0003597736358643
1,5500,0.4273297628527507,39.013753856,47.651487744,1.7814639806747437,3.5885515213012695,1.0003589391708374
1,5600,0.4273216570680961,39.013753856,47.651487744,1.795043706893921,3.587165117263794,1.0003588199615479
1,5700,0.4272882196260616,39.013753856,47.651487744,1.832776427268982,3.5824313163757324,1.0003583431243896
1,5800,0.4275248512113467,39.013753856,47.651487744,1.8197612762451172,3.5782577991485596,1.0003578662872314
1,5900,0.4272981596365571,39.013753856,47.651487744,1.8060444593429565,3.5750269889831543,1.0003576278686523
1,6000,0.42735366775188594,39.013753856,47.651487744,1.7888180017471313,3.5710980892181396,1.0003571510314941
1,6100,0.4272764721978456,39.013753856,47.651487744,1.7726160287857056,3.5670855045318604,1.0003567934036255
1,6200,0.4272655637888238,39.013753856,47.651487744,1.7879029512405396,3.56306791305542,1.0003564357757568
1,6300,0.42725728038698435,39.013753856,47.651487744,1.7818468809127808,3.561326742172241,1.0003561973571777
1,6400,0.4274888823274523,39.013753856,47.651487744,1.7490267753601074,3.560014247894287,1.0003560781478882
1,6500,0.42755432109348473,39.013753856,47.651487744,1.7663167715072632,3.5558888912200928,1.0003557205200195
1,6600,0.4272663768846542,39.013753856,47.651487744,1.764011025428772,3.552534818649292,1.0003553628921509
1,6700,0.4272741556726396,39.013753856,47.651487744,1.7858011722564697,3.548147201538086,1.0003548860549927
1,6800,0.4273086868831888,39.013753856,47.651487744,1.776664137840271,3.547577381134033,1.0003548860549927
1,6900,0.4272946785623208,39.013753856,47.651487744,1.8141344785690308,3.5452985763549805,1.0003546476364136
1,7000,0.4273526163212955,39.013753856,47.651487744,1.7945938110351562,3.5401923656463623,1.0003540515899658
1,7100,0.4273423567228019,39.013753856,47.651487744,1.783003330230713,3.53826904296875,1.0003539323806763
1,7200,0.4273224442405626,39.013753856,47.651487744,1.8026255369186401,3.5382158756256104,1.0003539323806763
1,7300,0.4273033519787714,39.013753856,47.651487744,1.7879921197891235,3.535768985748291,1.0003536939620972
1,7400,0.42729921840131285,39.013753856,47.651487744,1.7929894924163818,3.533676862716675,1.000353455543518
1,7500,0.4272664573835209,39.013753856,47.651487744,1.7759945392608643,3.5312976837158203,1.000353217124939
1,7600,0.427298523792997,39.013753856,47.651487744,1.765651822090149,3.5291478633880615,1.0003529787063599
1,7700,0.4273307874286547,39.013753856,47.651487744,1.7663681507110596,3.5277035236358643,1.0003528594970703
1,7800,0.4272516891779378,39.013753856,47.651487744,1.7491306066513062,3.525322675704956,1.0003526210784912
1,7900,0.4272618415905163,39.013753856,47.651487744,1.7358393669128418,3.5247819423675537,1.0003525018692017
1,8000,0.4273996512638405,39.013753856,47.651487744,1.775606632232666,3.523200511932373,1.000352382659912
1,8100,0.42731388145592064,39.013753856,47.651487744,1.7654963731765747,3.522127151489258,1.0003522634506226
1,8200,0.4274280816037208,39.013753856,47.651487744,1.7957102060317993,3.5203871726989746,1.000352144241333
1,8300,0.42741284511517735,39.013753856,47.651487744,1.806092381477356,3.5199100971221924,1.0003520250320435
1,8400,0.4272834852011874,39.013753856,47.651487744,1.7921514511108398,3.5187647342681885,1.000351905822754
1,8500,0.4272958218120039,39.013753856,47.651487744,1.7433453798294067,3.517653703689575,1.000351905822754
1,8600,0.42727622830308976,39.013753856,47.651487744,1.7455003261566162,3.51674222946167,1.0003517866134644
1,8700,0.42724996915087105,39.013753856,47.651487744,1.7808195352554321,3.5164568424224854,1.0003516674041748
1,8800,0.4274149946216494,39.013753856,47.651487744,1.740648627281189,3.515669345855713,1.0003516674041748
1,8900,0.4274060355965048,39.013753856,47.651487744,1.7917028665542603,3.515393018722534,1.0003516674041748
1,9000,0.4272998366318643,39.013753856,47.651487744,1.7349709272384644,3.514944553375244,1.0003515481948853
1,9100,0.42739030555821955,39.013753856,47.651487744,1.7463325262069702,3.514450788497925,1.0003515481948853
1,9200,0.42802648022770884,39.013753856,47.651487744,1.780971884727478,3.513941526412964,1.0003514289855957
1,9300,0.427607285710983,39.013753856,47.651487744,1.7895774841308594,3.512735366821289,1.0003514289855957
1,9400,0.42741378678940234,39.013753856,47.651487744,1.7705473899841309,3.5127346515655518,1.0003514289855957
1,9500,0.42728419119957833,39.013753856,47.651487744,1.7896173000335693,3.512349843978882,1.0003513097763062
1,9600,0.4277997953724116,39.013753856,47.651487744,1.7331221103668213,3.512091875076294,1.0003513097763062
1,9700,0.42769919444341215,39.013753856,47.651487744,1.771328091621399,3.5121560096740723,1.0003513097763062
1,9800,0.4275095786107704,39.013753856,47.651487744,1.7675294876098633,3.5113937854766846,1.0003511905670166
1,9900,0.4273150320211425,39.013753856,47.651487744,1.7468693256378174,3.5115909576416016,1.0003511905670166
1,10000,0.42730015859473497,39.013753856,47.651487744,1.7347540855407715,3.5112385749816895,1.0003511905670166