G-E5-rman-Emotions / trainer_state.json
ChrisLalk's picture
Upload trainer_state.json
c50375b verified
raw
history blame contribute delete
No virus
21.8 kB
{
"best_metric": 0.11314285546541214,
"best_model_checkpoint": "/content/drive/MyDrive/Emotionen/multilingual-e5-large/multilingual_e5_large_2024-05-28/checkpoint-10126",
"epoch": 10.0,
"eval_steps": 1,
"global_step": 50630,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.09875567845151097,
"grad_norm": 0.31362369656562805,
"learning_rate": 1.980248864309698e-05,
"loss": 0.1658,
"step": 500
},
{
"epoch": 0.19751135690302193,
"grad_norm": 0.3713989555835724,
"learning_rate": 1.9604977286193957e-05,
"loss": 0.1306,
"step": 1000
},
{
"epoch": 0.29626703535453286,
"grad_norm": 0.33911290764808655,
"learning_rate": 1.9407465929290937e-05,
"loss": 0.1229,
"step": 1500
},
{
"epoch": 0.39502271380604387,
"grad_norm": 0.41552165150642395,
"learning_rate": 1.9209954572387913e-05,
"loss": 0.1199,
"step": 2000
},
{
"epoch": 0.4937783922575548,
"grad_norm": 0.5132314562797546,
"learning_rate": 1.9012443215484893e-05,
"loss": 0.1189,
"step": 2500
},
{
"epoch": 0.5925340707090657,
"grad_norm": 0.460574209690094,
"learning_rate": 1.8814931858581872e-05,
"loss": 0.118,
"step": 3000
},
{
"epoch": 0.6912897491605767,
"grad_norm": 0.4870443642139435,
"learning_rate": 1.8617420501678848e-05,
"loss": 0.117,
"step": 3500
},
{
"epoch": 0.7900454276120877,
"grad_norm": 0.39810240268707275,
"learning_rate": 1.8419909144775828e-05,
"loss": 0.1164,
"step": 4000
},
{
"epoch": 0.8888011060635986,
"grad_norm": 0.3674732744693756,
"learning_rate": 1.8222397787872804e-05,
"loss": 0.1153,
"step": 4500
},
{
"epoch": 0.9875567845151096,
"grad_norm": 0.419662743806839,
"learning_rate": 1.802488643096978e-05,
"loss": 0.1158,
"step": 5000
},
{
"epoch": 1.0,
"eval_accuracy": 0.18166666666666667,
"eval_f1_micro": 0.30011781927237674,
"eval_loss": 0.11470416933298111,
"eval_roc_auc": 0.5961780161730722,
"eval_runtime": 39.4359,
"eval_samples_per_second": 456.437,
"eval_steps_per_second": 14.276,
"step": 5063
},
{
"epoch": 1.0863124629666205,
"grad_norm": 0.41265037655830383,
"learning_rate": 1.782737507406676e-05,
"loss": 0.1126,
"step": 5500
},
{
"epoch": 1.1850681414181317,
"grad_norm": 0.38658422231674194,
"learning_rate": 1.762986371716374e-05,
"loss": 0.1106,
"step": 6000
},
{
"epoch": 1.2838238198696426,
"grad_norm": 0.45577454566955566,
"learning_rate": 1.7432352360260715e-05,
"loss": 0.1114,
"step": 6500
},
{
"epoch": 1.3825794983211535,
"grad_norm": 0.5785081386566162,
"learning_rate": 1.7234841003357695e-05,
"loss": 0.1117,
"step": 7000
},
{
"epoch": 1.4813351767726644,
"grad_norm": 0.42792847752571106,
"learning_rate": 1.703732964645467e-05,
"loss": 0.1113,
"step": 7500
},
{
"epoch": 1.5800908552241753,
"grad_norm": 0.5515544414520264,
"learning_rate": 1.683981828955165e-05,
"loss": 0.1107,
"step": 8000
},
{
"epoch": 1.6788465336756864,
"grad_norm": 0.4049302637577057,
"learning_rate": 1.664230693264863e-05,
"loss": 0.1113,
"step": 8500
},
{
"epoch": 1.7776022121271973,
"grad_norm": 0.4182845652103424,
"learning_rate": 1.6444795575745606e-05,
"loss": 0.1112,
"step": 9000
},
{
"epoch": 1.8763578905787082,
"grad_norm": 0.4281316101551056,
"learning_rate": 1.6247284218842586e-05,
"loss": 0.1109,
"step": 9500
},
{
"epoch": 1.9751135690302193,
"grad_norm": 0.4670790433883667,
"learning_rate": 1.6049772861939562e-05,
"loss": 0.1102,
"step": 10000
},
{
"epoch": 2.0,
"eval_accuracy": 0.21488888888888888,
"eval_f1_micro": 0.3304371622083875,
"eval_loss": 0.11314285546541214,
"eval_roc_auc": 0.6102983856871789,
"eval_runtime": 39.4597,
"eval_samples_per_second": 456.162,
"eval_steps_per_second": 14.268,
"step": 10126
},
{
"epoch": 2.0738692474817304,
"grad_norm": 0.46797189116477966,
"learning_rate": 1.585226150503654e-05,
"loss": 0.1071,
"step": 10500
},
{
"epoch": 2.172624925933241,
"grad_norm": 0.5314794778823853,
"learning_rate": 1.565475014813352e-05,
"loss": 0.1066,
"step": 11000
},
{
"epoch": 2.271380604384752,
"grad_norm": 0.6094779372215271,
"learning_rate": 1.5457238791230497e-05,
"loss": 0.1048,
"step": 11500
},
{
"epoch": 2.3701362828362633,
"grad_norm": 0.46292218565940857,
"learning_rate": 1.5259727434327476e-05,
"loss": 0.1063,
"step": 12000
},
{
"epoch": 2.468891961287774,
"grad_norm": 0.4565483033657074,
"learning_rate": 1.5062216077424454e-05,
"loss": 0.1052,
"step": 12500
},
{
"epoch": 2.567647639739285,
"grad_norm": 0.5294711589813232,
"learning_rate": 1.486470472052143e-05,
"loss": 0.107,
"step": 13000
},
{
"epoch": 2.6664033181907962,
"grad_norm": 0.5409520864486694,
"learning_rate": 1.4667193363618408e-05,
"loss": 0.1061,
"step": 13500
},
{
"epoch": 2.765158996642307,
"grad_norm": 0.572907567024231,
"learning_rate": 1.4469682006715386e-05,
"loss": 0.1062,
"step": 14000
},
{
"epoch": 2.863914675093818,
"grad_norm": 0.4891163110733032,
"learning_rate": 1.4272170649812364e-05,
"loss": 0.1065,
"step": 14500
},
{
"epoch": 2.9626703535453287,
"grad_norm": 0.49211814999580383,
"learning_rate": 1.4074659292909343e-05,
"loss": 0.1059,
"step": 15000
},
{
"epoch": 3.0,
"eval_accuracy": 0.2378888888888889,
"eval_f1_micro": 0.35730189914865756,
"eval_loss": 0.11334217339754105,
"eval_roc_auc": 0.6243103133779553,
"eval_runtime": 39.4216,
"eval_samples_per_second": 456.603,
"eval_steps_per_second": 14.282,
"step": 15189
},
{
"epoch": 3.06142603199684,
"grad_norm": 0.7181198596954346,
"learning_rate": 1.3877147936006321e-05,
"loss": 0.1024,
"step": 15500
},
{
"epoch": 3.160181710448351,
"grad_norm": 0.57438725233078,
"learning_rate": 1.3679636579103299e-05,
"loss": 0.0994,
"step": 16000
},
{
"epoch": 3.2589373888998616,
"grad_norm": 0.7449280619621277,
"learning_rate": 1.3482125222200277e-05,
"loss": 0.1003,
"step": 16500
},
{
"epoch": 3.3576930673513727,
"grad_norm": 0.6857854723930359,
"learning_rate": 1.3284613865297255e-05,
"loss": 0.1019,
"step": 17000
},
{
"epoch": 3.456448745802884,
"grad_norm": 0.6422079801559448,
"learning_rate": 1.3087102508394234e-05,
"loss": 0.1011,
"step": 17500
},
{
"epoch": 3.5552044242543945,
"grad_norm": 0.6514602899551392,
"learning_rate": 1.2889591151491212e-05,
"loss": 0.1012,
"step": 18000
},
{
"epoch": 3.6539601027059057,
"grad_norm": 0.5365302562713623,
"learning_rate": 1.269207979458819e-05,
"loss": 0.1017,
"step": 18500
},
{
"epoch": 3.7527157811574163,
"grad_norm": 0.6385504603385925,
"learning_rate": 1.2494568437685168e-05,
"loss": 0.1009,
"step": 19000
},
{
"epoch": 3.8514714596089275,
"grad_norm": 0.6212201714515686,
"learning_rate": 1.2297057080782147e-05,
"loss": 0.1014,
"step": 19500
},
{
"epoch": 3.9502271380604386,
"grad_norm": 0.7167210578918457,
"learning_rate": 1.2099545723879125e-05,
"loss": 0.102,
"step": 20000
},
{
"epoch": 4.0,
"eval_accuracy": 0.24166666666666667,
"eval_f1_micro": 0.3643195453110199,
"eval_loss": 0.11566581577062607,
"eval_roc_auc": 0.63082221324154,
"eval_runtime": 39.4388,
"eval_samples_per_second": 456.403,
"eval_steps_per_second": 14.275,
"step": 20252
},
{
"epoch": 4.048982816511949,
"grad_norm": 0.7785666584968567,
"learning_rate": 1.1902034366976103e-05,
"loss": 0.099,
"step": 20500
},
{
"epoch": 4.147738494963461,
"grad_norm": 0.6057512760162354,
"learning_rate": 1.1704523010073081e-05,
"loss": 0.0951,
"step": 21000
},
{
"epoch": 4.2464941734149715,
"grad_norm": 0.7943652868270874,
"learning_rate": 1.1507011653170059e-05,
"loss": 0.0956,
"step": 21500
},
{
"epoch": 4.345249851866482,
"grad_norm": 0.8373062014579773,
"learning_rate": 1.1309500296267035e-05,
"loss": 0.0949,
"step": 22000
},
{
"epoch": 4.444005530317993,
"grad_norm": 0.6966761946678162,
"learning_rate": 1.1111988939364013e-05,
"loss": 0.0962,
"step": 22500
},
{
"epoch": 4.542761208769504,
"grad_norm": 0.7649087309837341,
"learning_rate": 1.0914477582460992e-05,
"loss": 0.0964,
"step": 23000
},
{
"epoch": 4.641516887221015,
"grad_norm": 0.695787787437439,
"learning_rate": 1.071696622555797e-05,
"loss": 0.0967,
"step": 23500
},
{
"epoch": 4.740272565672527,
"grad_norm": 0.6631536483764648,
"learning_rate": 1.0519454868654948e-05,
"loss": 0.0968,
"step": 24000
},
{
"epoch": 4.839028244124037,
"grad_norm": 0.6649767160415649,
"learning_rate": 1.0321943511751926e-05,
"loss": 0.0966,
"step": 24500
},
{
"epoch": 4.937783922575548,
"grad_norm": 0.6164096593856812,
"learning_rate": 1.0124432154848904e-05,
"loss": 0.0969,
"step": 25000
},
{
"epoch": 5.0,
"eval_accuracy": 0.25194444444444447,
"eval_f1_micro": 0.37071333765472114,
"eval_loss": 0.11759943515062332,
"eval_roc_auc": 0.6358616290591664,
"eval_runtime": 39.4749,
"eval_samples_per_second": 455.985,
"eval_steps_per_second": 14.262,
"step": 25315
},
{
"epoch": 5.036539601027059,
"grad_norm": 0.8620449304580688,
"learning_rate": 9.926920797945883e-06,
"loss": 0.0955,
"step": 25500
},
{
"epoch": 5.13529527947857,
"grad_norm": 0.7160885334014893,
"learning_rate": 9.729409441042861e-06,
"loss": 0.0897,
"step": 26000
},
{
"epoch": 5.234050957930081,
"grad_norm": 0.8834371566772461,
"learning_rate": 9.531898084139839e-06,
"loss": 0.0897,
"step": 26500
},
{
"epoch": 5.332806636381592,
"grad_norm": 0.7659549117088318,
"learning_rate": 9.334386727236817e-06,
"loss": 0.0915,
"step": 27000
},
{
"epoch": 5.431562314833103,
"grad_norm": 0.9961947202682495,
"learning_rate": 9.136875370333796e-06,
"loss": 0.0917,
"step": 27500
},
{
"epoch": 5.530317993284614,
"grad_norm": 0.8744510412216187,
"learning_rate": 8.939364013430774e-06,
"loss": 0.0911,
"step": 28000
},
{
"epoch": 5.6290736717361245,
"grad_norm": 0.8435235023498535,
"learning_rate": 8.74185265652775e-06,
"loss": 0.0935,
"step": 28500
},
{
"epoch": 5.727829350187636,
"grad_norm": 0.848759114742279,
"learning_rate": 8.544341299624728e-06,
"loss": 0.0924,
"step": 29000
},
{
"epoch": 5.826585028639147,
"grad_norm": 0.7850985527038574,
"learning_rate": 8.346829942721707e-06,
"loss": 0.0935,
"step": 29500
},
{
"epoch": 5.925340707090657,
"grad_norm": 0.8016532063484192,
"learning_rate": 8.149318585818685e-06,
"loss": 0.0917,
"step": 30000
},
{
"epoch": 6.0,
"eval_accuracy": 0.25655555555555554,
"eval_f1_micro": 0.3737782371179684,
"eval_loss": 0.12158573418855667,
"eval_roc_auc": 0.6422934232904187,
"eval_runtime": 39.5217,
"eval_samples_per_second": 455.446,
"eval_steps_per_second": 14.245,
"step": 30378
},
{
"epoch": 6.024096385542169,
"grad_norm": 0.782853364944458,
"learning_rate": 7.951807228915663e-06,
"loss": 0.0914,
"step": 30500
},
{
"epoch": 6.12285206399368,
"grad_norm": 0.8463727235794067,
"learning_rate": 7.754295872012641e-06,
"loss": 0.0862,
"step": 31000
},
{
"epoch": 6.22160774244519,
"grad_norm": 0.9679527282714844,
"learning_rate": 7.55678451510962e-06,
"loss": 0.0868,
"step": 31500
},
{
"epoch": 6.320363420896702,
"grad_norm": 0.8114763498306274,
"learning_rate": 7.3592731582065975e-06,
"loss": 0.0865,
"step": 32000
},
{
"epoch": 6.419119099348213,
"grad_norm": 0.8869866132736206,
"learning_rate": 7.161761801303575e-06,
"loss": 0.0881,
"step": 32500
},
{
"epoch": 6.517874777799723,
"grad_norm": 0.9731593132019043,
"learning_rate": 6.964250444400553e-06,
"loss": 0.0866,
"step": 33000
},
{
"epoch": 6.616630456251235,
"grad_norm": 0.8720415830612183,
"learning_rate": 6.766739087497531e-06,
"loss": 0.0881,
"step": 33500
},
{
"epoch": 6.7153861347027455,
"grad_norm": 0.8622246980667114,
"learning_rate": 6.56922773059451e-06,
"loss": 0.0883,
"step": 34000
},
{
"epoch": 6.814141813154256,
"grad_norm": 0.8367873430252075,
"learning_rate": 6.3717163736914875e-06,
"loss": 0.089,
"step": 34500
},
{
"epoch": 6.912897491605768,
"grad_norm": 0.8973580598831177,
"learning_rate": 6.174205016788466e-06,
"loss": 0.088,
"step": 35000
},
{
"epoch": 7.0,
"eval_accuracy": 0.2574444444444444,
"eval_f1_micro": 0.37320491873763867,
"eval_loss": 0.12590783834457397,
"eval_roc_auc": 0.6456773567793932,
"eval_runtime": 39.5146,
"eval_samples_per_second": 455.528,
"eval_steps_per_second": 14.248,
"step": 35441
},
{
"epoch": 7.011653170057278,
"grad_norm": 0.9826680421829224,
"learning_rate": 5.976693659885444e-06,
"loss": 0.0876,
"step": 35500
},
{
"epoch": 7.110408848508789,
"grad_norm": 1.1457393169403076,
"learning_rate": 5.779182302982423e-06,
"loss": 0.0813,
"step": 36000
},
{
"epoch": 7.209164526960301,
"grad_norm": 0.9791042804718018,
"learning_rate": 5.5816709460794006e-06,
"loss": 0.0834,
"step": 36500
},
{
"epoch": 7.307920205411811,
"grad_norm": 0.996573805809021,
"learning_rate": 5.3841595891763776e-06,
"loss": 0.0834,
"step": 37000
},
{
"epoch": 7.406675883863322,
"grad_norm": 1.0137947797775269,
"learning_rate": 5.186648232273355e-06,
"loss": 0.0836,
"step": 37500
},
{
"epoch": 7.505431562314833,
"grad_norm": 0.9656222462654114,
"learning_rate": 4.989136875370334e-06,
"loss": 0.0838,
"step": 38000
},
{
"epoch": 7.604187240766344,
"grad_norm": 0.9735883474349976,
"learning_rate": 4.791625518467312e-06,
"loss": 0.0832,
"step": 38500
},
{
"epoch": 7.702942919217855,
"grad_norm": 0.9456019997596741,
"learning_rate": 4.594114161564291e-06,
"loss": 0.0845,
"step": 39000
},
{
"epoch": 7.8016985976693665,
"grad_norm": 0.98697429895401,
"learning_rate": 4.3966028046612684e-06,
"loss": 0.0842,
"step": 39500
},
{
"epoch": 7.900454276120877,
"grad_norm": 0.9538049697875977,
"learning_rate": 4.199091447758246e-06,
"loss": 0.0843,
"step": 40000
},
{
"epoch": 7.999209954572388,
"grad_norm": 0.9173344373703003,
"learning_rate": 4.001580090855224e-06,
"loss": 0.0848,
"step": 40500
},
{
"epoch": 8.0,
"eval_accuracy": 0.25755555555555554,
"eval_f1_micro": 0.370994086172909,
"eval_loss": 0.12952594459056854,
"eval_roc_auc": 0.6469219706450647,
"eval_runtime": 39.7032,
"eval_samples_per_second": 453.364,
"eval_steps_per_second": 14.18,
"step": 40504
},
{
"epoch": 8.097965633023898,
"grad_norm": 0.9694753885269165,
"learning_rate": 3.8040687339522024e-06,
"loss": 0.0784,
"step": 41000
},
{
"epoch": 8.19672131147541,
"grad_norm": 1.1527094841003418,
"learning_rate": 3.6065573770491806e-06,
"loss": 0.0798,
"step": 41500
},
{
"epoch": 8.295476989926922,
"grad_norm": 1.3963054418563843,
"learning_rate": 3.409046020146159e-06,
"loss": 0.0791,
"step": 42000
},
{
"epoch": 8.394232668378432,
"grad_norm": 1.226542353630066,
"learning_rate": 3.2115346632431367e-06,
"loss": 0.0808,
"step": 42500
},
{
"epoch": 8.492988346829943,
"grad_norm": 1.0286864042282104,
"learning_rate": 3.0140233063401146e-06,
"loss": 0.0803,
"step": 43000
},
{
"epoch": 8.591744025281454,
"grad_norm": 1.1959236860275269,
"learning_rate": 2.816511949437093e-06,
"loss": 0.0808,
"step": 43500
},
{
"epoch": 8.690499703732964,
"grad_norm": 0.9853003025054932,
"learning_rate": 2.619000592534071e-06,
"loss": 0.0809,
"step": 44000
},
{
"epoch": 8.789255382184475,
"grad_norm": 0.8722342252731323,
"learning_rate": 2.421489235631049e-06,
"loss": 0.0812,
"step": 44500
},
{
"epoch": 8.888011060635986,
"grad_norm": 0.9437873959541321,
"learning_rate": 2.2239778787280267e-06,
"loss": 0.0806,
"step": 45000
},
{
"epoch": 8.986766739087498,
"grad_norm": 1.0116231441497803,
"learning_rate": 2.026466521825005e-06,
"loss": 0.0805,
"step": 45500
},
{
"epoch": 9.0,
"eval_accuracy": 0.2628333333333333,
"eval_f1_micro": 0.3753562815172111,
"eval_loss": 0.13347476720809937,
"eval_roc_auc": 0.6523150114535268,
"eval_runtime": 39.603,
"eval_samples_per_second": 454.511,
"eval_steps_per_second": 14.216,
"step": 45567
},
{
"epoch": 9.085522417539009,
"grad_norm": 0.9861115217208862,
"learning_rate": 1.828955164921983e-06,
"loss": 0.0768,
"step": 46000
},
{
"epoch": 9.18427809599052,
"grad_norm": 0.7694704532623291,
"learning_rate": 1.6314438080189613e-06,
"loss": 0.0771,
"step": 46500
},
{
"epoch": 9.28303377444203,
"grad_norm": 1.1088521480560303,
"learning_rate": 1.4339324511159391e-06,
"loss": 0.0775,
"step": 47000
},
{
"epoch": 9.38178945289354,
"grad_norm": 1.0436288118362427,
"learning_rate": 1.2364210942129174e-06,
"loss": 0.0769,
"step": 47500
},
{
"epoch": 9.480545131345052,
"grad_norm": 1.055021047592163,
"learning_rate": 1.0389097373098954e-06,
"loss": 0.0781,
"step": 48000
},
{
"epoch": 9.579300809796564,
"grad_norm": 1.1790095567703247,
"learning_rate": 8.413983804068734e-07,
"loss": 0.077,
"step": 48500
},
{
"epoch": 9.678056488248075,
"grad_norm": 0.8629137873649597,
"learning_rate": 6.438870235038514e-07,
"loss": 0.0783,
"step": 49000
},
{
"epoch": 9.776812166699585,
"grad_norm": 1.006084680557251,
"learning_rate": 4.463756666008296e-07,
"loss": 0.0766,
"step": 49500
},
{
"epoch": 9.875567845151096,
"grad_norm": 1.0732314586639404,
"learning_rate": 2.4886430969780764e-07,
"loss": 0.0774,
"step": 50000
},
{
"epoch": 9.974323523602607,
"grad_norm": 1.122566819190979,
"learning_rate": 5.1352952794785706e-08,
"loss": 0.0778,
"step": 50500
},
{
"epoch": 10.0,
"eval_accuracy": 0.2629444444444444,
"eval_f1_micro": 0.3750875491622218,
"eval_loss": 0.13676531612873077,
"eval_roc_auc": 0.6544563659537705,
"eval_runtime": 39.7687,
"eval_samples_per_second": 452.617,
"eval_steps_per_second": 14.157,
"step": 50630
}
],
"logging_steps": 500,
"max_steps": 50630,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.3843807083022118e+17,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}