| { | |
| "best_metric": 0.7449912424577604, | |
| "best_model_checkpoint": "./results/classi_distilbert/checkpoint-137775", | |
| "epoch": 5.0, | |
| "global_step": 137775, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.018145527127563055, | |
| "learning_rate": 4e-05, | |
| "loss": 0.84686328125, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.03629105425512611, | |
| "learning_rate": 3.9854307047896564e-05, | |
| "loss": 0.7841121826171875, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.05443658138268917, | |
| "learning_rate": 3.970861409579312e-05, | |
| "loss": 0.7334760131835938, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.07258210851025222, | |
| "learning_rate": 3.956292114368968e-05, | |
| "loss": 0.6972730712890625, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.09072763563781527, | |
| "learning_rate": 3.941722819158623e-05, | |
| "loss": 0.7338438720703125, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 0.10887316276537834, | |
| "learning_rate": 3.927153523948279e-05, | |
| "loss": 0.7204794921875, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 0.12701868989294138, | |
| "learning_rate": 3.912584228737935e-05, | |
| "loss": 0.654921630859375, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 0.14516421702050444, | |
| "learning_rate": 3.898014933527591e-05, | |
| "loss": 0.6844443359375, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 0.1633097441480675, | |
| "learning_rate": 3.8834456383172466e-05, | |
| "loss": 0.7079535522460938, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 0.18145527127563055, | |
| "learning_rate": 3.8688763431069026e-05, | |
| "loss": 0.6477606201171875, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 0.1996007984031936, | |
| "learning_rate": 3.8543070478965586e-05, | |
| "loss": 0.6153006591796875, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 0.21774632553075668, | |
| "learning_rate": 3.839737752686214e-05, | |
| "loss": 0.6489894409179687, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 0.23589185265831972, | |
| "learning_rate": 3.82516845747587e-05, | |
| "loss": 0.678625244140625, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 0.25403737978588276, | |
| "learning_rate": 3.8105991622655254e-05, | |
| "loss": 0.65478857421875, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 0.2721829069134458, | |
| "learning_rate": 3.7960298670551814e-05, | |
| "loss": 0.63389208984375, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 0.2903284340410089, | |
| "learning_rate": 3.7814605718448375e-05, | |
| "loss": 0.5931556396484375, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 0.30847396116857195, | |
| "learning_rate": 3.7668912766344935e-05, | |
| "loss": 0.5931373291015625, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 0.326619488296135, | |
| "learning_rate": 3.752321981424149e-05, | |
| "loss": 0.570529296875, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 0.3447650154236981, | |
| "learning_rate": 3.737752686213805e-05, | |
| "loss": 1.0059749145507813, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 0.3629105425512611, | |
| "learning_rate": 3.723183391003461e-05, | |
| "loss": 0.8932774658203125, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 0.38105606967882416, | |
| "learning_rate": 3.708614095793116e-05, | |
| "loss": 0.9196145629882813, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 0.3992015968063872, | |
| "learning_rate": 3.694044800582772e-05, | |
| "loss": 0.8962069702148437, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 0.4173471239339503, | |
| "learning_rate": 3.679475505372428e-05, | |
| "loss": 0.899446044921875, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 0.43549265106151336, | |
| "learning_rate": 3.664906210162084e-05, | |
| "loss": 0.8438430786132812, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 0.45363817818907637, | |
| "learning_rate": 3.650336914951739e-05, | |
| "loss": 0.8932066040039063, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 0.47178370531663943, | |
| "learning_rate": 3.635767619741395e-05, | |
| "loss": 0.8947886962890625, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 0.4899292324442025, | |
| "learning_rate": 3.621198324531051e-05, | |
| "loss": 0.8659691772460938, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 0.5080747595717655, | |
| "learning_rate": 3.606629029320707e-05, | |
| "loss": 0.8590133666992188, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 0.5262202866993286, | |
| "learning_rate": 3.592059734110363e-05, | |
| "loss": 0.826283447265625, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 0.5443658138268916, | |
| "learning_rate": 3.5774904389000186e-05, | |
| "loss": 0.8533541870117187, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 0.5625113409544548, | |
| "learning_rate": 3.5629211436896746e-05, | |
| "loss": 0.8348355102539062, | |
| "step": 15500 | |
| }, | |
| { | |
| "epoch": 0.5806568680820178, | |
| "learning_rate": 3.54835184847933e-05, | |
| "loss": 0.837393310546875, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 0.5988023952095808, | |
| "learning_rate": 3.533782553268986e-05, | |
| "loss": 0.8255460205078125, | |
| "step": 16500 | |
| }, | |
| { | |
| "epoch": 0.6169479223371439, | |
| "learning_rate": 3.519213258058641e-05, | |
| "loss": 0.850743896484375, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 0.6350934494647069, | |
| "learning_rate": 3.5046439628482974e-05, | |
| "loss": 0.822864501953125, | |
| "step": 17500 | |
| }, | |
| { | |
| "epoch": 0.65323897659227, | |
| "learning_rate": 3.4900746676379534e-05, | |
| "loss": 0.848374267578125, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 0.671384503719833, | |
| "learning_rate": 3.4755053724276094e-05, | |
| "loss": 0.8317371826171875, | |
| "step": 18500 | |
| }, | |
| { | |
| "epoch": 0.6895300308473962, | |
| "learning_rate": 3.460936077217265e-05, | |
| "loss": 0.8403475341796875, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 0.7076755579749592, | |
| "learning_rate": 3.446366782006921e-05, | |
| "loss": 0.8143458862304688, | |
| "step": 19500 | |
| }, | |
| { | |
| "epoch": 0.7258210851025222, | |
| "learning_rate": 3.431797486796577e-05, | |
| "loss": 0.834985595703125, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 0.7439666122300853, | |
| "learning_rate": 3.417228191586232e-05, | |
| "loss": 0.80064453125, | |
| "step": 20500 | |
| }, | |
| { | |
| "epoch": 0.7621121393576483, | |
| "learning_rate": 3.402658896375888e-05, | |
| "loss": 0.8269353637695313, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 0.7802576664852114, | |
| "learning_rate": 3.3880896011655436e-05, | |
| "loss": 0.8046528930664063, | |
| "step": 21500 | |
| }, | |
| { | |
| "epoch": 0.7984031936127745, | |
| "learning_rate": 3.3735203059551996e-05, | |
| "loss": 0.7941847534179688, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 0.8165487207403375, | |
| "learning_rate": 3.358951010744855e-05, | |
| "loss": 0.8443350219726562, | |
| "step": 22500 | |
| }, | |
| { | |
| "epoch": 0.8346942478679006, | |
| "learning_rate": 3.344381715534511e-05, | |
| "loss": 0.8400850219726562, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 0.8528397749954636, | |
| "learning_rate": 3.329812420324167e-05, | |
| "loss": 0.7925293579101562, | |
| "step": 23500 | |
| }, | |
| { | |
| "epoch": 0.8709853021230267, | |
| "learning_rate": 3.315243125113823e-05, | |
| "loss": 0.809871337890625, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 0.8891308292505897, | |
| "learning_rate": 3.300673829903479e-05, | |
| "loss": 0.8267896728515625, | |
| "step": 24500 | |
| }, | |
| { | |
| "epoch": 0.9072763563781527, | |
| "learning_rate": 3.2861045346931345e-05, | |
| "loss": 0.7969192504882813, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 0.9254218835057159, | |
| "learning_rate": 3.2715352394827905e-05, | |
| "loss": 0.821365234375, | |
| "step": 25500 | |
| }, | |
| { | |
| "epoch": 0.9435674106332789, | |
| "learning_rate": 3.256965944272446e-05, | |
| "loss": 0.8019456787109375, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 0.961712937760842, | |
| "learning_rate": 3.242396649062102e-05, | |
| "loss": 0.7933065795898437, | |
| "step": 26500 | |
| }, | |
| { | |
| "epoch": 0.979858464888405, | |
| "learning_rate": 3.227827353851757e-05, | |
| "loss": 0.833029296875, | |
| "step": 27000 | |
| }, | |
| { | |
| "epoch": 0.998003992015968, | |
| "learning_rate": 3.213258058641413e-05, | |
| "loss": 0.8048839111328125, | |
| "step": 27500 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.673336556959681, | |
| "eval_accuracy_not_balanced": 0.719448871523315, | |
| "eval_f1": 0.7166208604108357, | |
| "eval_loss": 0.8470854759216309, | |
| "eval_precision": 0.721835226975883, | |
| "eval_recall": 0.719448871523315, | |
| "step": 27555 | |
| }, | |
| { | |
| "epoch": 1.016149519143531, | |
| "learning_rate": 3.1986887634310694e-05, | |
| "loss": 0.6081535034179687, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 1.0342950462710943, | |
| "learning_rate": 3.184119468220725e-05, | |
| "loss": 0.6581923217773438, | |
| "step": 28500 | |
| }, | |
| { | |
| "epoch": 1.0524405733986573, | |
| "learning_rate": 3.169550173010381e-05, | |
| "loss": 0.6415296020507812, | |
| "step": 29000 | |
| }, | |
| { | |
| "epoch": 1.0705861005262203, | |
| "learning_rate": 3.154980877800037e-05, | |
| "loss": 0.636827392578125, | |
| "step": 29500 | |
| }, | |
| { | |
| "epoch": 1.0887316276537833, | |
| "learning_rate": 3.140411582589693e-05, | |
| "loss": 0.6284669189453125, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 1.1068771547813463, | |
| "learning_rate": 3.125842287379348e-05, | |
| "loss": 0.6636114501953125, | |
| "step": 30500 | |
| }, | |
| { | |
| "epoch": 1.1250226819089095, | |
| "learning_rate": 3.111272992169004e-05, | |
| "loss": 0.7081345825195312, | |
| "step": 31000 | |
| }, | |
| { | |
| "epoch": 1.1431682090364725, | |
| "learning_rate": 3.0967036969586596e-05, | |
| "loss": 0.6273524169921875, | |
| "step": 31500 | |
| }, | |
| { | |
| "epoch": 1.1613137361640355, | |
| "learning_rate": 3.0821344017483156e-05, | |
| "loss": 0.6474124145507812, | |
| "step": 32000 | |
| }, | |
| { | |
| "epoch": 1.1794592632915986, | |
| "learning_rate": 3.0675651065379716e-05, | |
| "loss": 0.624934326171875, | |
| "step": 32500 | |
| }, | |
| { | |
| "epoch": 1.1976047904191618, | |
| "learning_rate": 3.052995811327627e-05, | |
| "loss": 0.627742431640625, | |
| "step": 33000 | |
| }, | |
| { | |
| "epoch": 1.2157503175467248, | |
| "learning_rate": 3.0384265161172834e-05, | |
| "loss": 0.6321390380859375, | |
| "step": 33500 | |
| }, | |
| { | |
| "epoch": 1.2338958446742878, | |
| "learning_rate": 3.0238572209069387e-05, | |
| "loss": 0.6632438354492187, | |
| "step": 34000 | |
| }, | |
| { | |
| "epoch": 1.2520413718018508, | |
| "learning_rate": 3.0092879256965948e-05, | |
| "loss": 0.687524169921875, | |
| "step": 34500 | |
| }, | |
| { | |
| "epoch": 1.2701868989294138, | |
| "learning_rate": 2.9947186304862504e-05, | |
| "loss": 0.6545087280273437, | |
| "step": 35000 | |
| }, | |
| { | |
| "epoch": 1.2883324260569768, | |
| "learning_rate": 2.9801493352759065e-05, | |
| "loss": 0.67624365234375, | |
| "step": 35500 | |
| }, | |
| { | |
| "epoch": 1.30647795318454, | |
| "learning_rate": 2.965580040065562e-05, | |
| "loss": 0.6588964233398438, | |
| "step": 36000 | |
| }, | |
| { | |
| "epoch": 1.324623480312103, | |
| "learning_rate": 2.951010744855218e-05, | |
| "loss": 0.696208251953125, | |
| "step": 36500 | |
| }, | |
| { | |
| "epoch": 1.342769007439666, | |
| "learning_rate": 2.936441449644874e-05, | |
| "loss": 0.6372421264648438, | |
| "step": 37000 | |
| }, | |
| { | |
| "epoch": 1.360914534567229, | |
| "learning_rate": 2.9218721544345293e-05, | |
| "loss": 0.7146538696289062, | |
| "step": 37500 | |
| }, | |
| { | |
| "epoch": 1.3790600616947923, | |
| "learning_rate": 2.9073028592241853e-05, | |
| "loss": 0.626543212890625, | |
| "step": 38000 | |
| }, | |
| { | |
| "epoch": 1.3972055888223553, | |
| "learning_rate": 2.892733564013841e-05, | |
| "loss": 0.6519877319335937, | |
| "step": 38500 | |
| }, | |
| { | |
| "epoch": 1.4153511159499184, | |
| "learning_rate": 2.878164268803497e-05, | |
| "loss": 0.653167724609375, | |
| "step": 39000 | |
| }, | |
| { | |
| "epoch": 1.4334966430774814, | |
| "learning_rate": 2.8635949735931524e-05, | |
| "loss": 0.6557488403320313, | |
| "step": 39500 | |
| }, | |
| { | |
| "epoch": 1.4516421702050444, | |
| "learning_rate": 2.8490256783828084e-05, | |
| "loss": 0.6946817016601563, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 1.4697876973326074, | |
| "learning_rate": 2.834456383172464e-05, | |
| "loss": 0.6515726318359375, | |
| "step": 40500 | |
| }, | |
| { | |
| "epoch": 1.4879332244601706, | |
| "learning_rate": 2.81988708796212e-05, | |
| "loss": 0.6651732177734375, | |
| "step": 41000 | |
| }, | |
| { | |
| "epoch": 1.5060787515877336, | |
| "learning_rate": 2.8053177927517762e-05, | |
| "loss": 0.6083211669921875, | |
| "step": 41500 | |
| }, | |
| { | |
| "epoch": 1.5242242787152966, | |
| "learning_rate": 2.7907484975414315e-05, | |
| "loss": 0.6926116943359375, | |
| "step": 42000 | |
| }, | |
| { | |
| "epoch": 1.5423698058428599, | |
| "learning_rate": 2.7761792023310876e-05, | |
| "loss": 0.6213585815429687, | |
| "step": 42500 | |
| }, | |
| { | |
| "epoch": 1.5605153329704229, | |
| "learning_rate": 2.7616099071207433e-05, | |
| "loss": 0.6704981079101563, | |
| "step": 43000 | |
| }, | |
| { | |
| "epoch": 1.578660860097986, | |
| "learning_rate": 2.7470406119103993e-05, | |
| "loss": 0.6157642822265625, | |
| "step": 43500 | |
| }, | |
| { | |
| "epoch": 1.596806387225549, | |
| "learning_rate": 2.7324713167000547e-05, | |
| "loss": 0.6634461059570312, | |
| "step": 44000 | |
| }, | |
| { | |
| "epoch": 1.614951914353112, | |
| "learning_rate": 2.7179020214897107e-05, | |
| "loss": 0.600257080078125, | |
| "step": 44500 | |
| }, | |
| { | |
| "epoch": 1.633097441480675, | |
| "learning_rate": 2.7033327262793664e-05, | |
| "loss": 0.6623485107421875, | |
| "step": 45000 | |
| }, | |
| { | |
| "epoch": 1.651242968608238, | |
| "learning_rate": 2.6887634310690224e-05, | |
| "loss": 0.5999126586914062, | |
| "step": 45500 | |
| }, | |
| { | |
| "epoch": 1.6693884957358012, | |
| "learning_rate": 2.674194135858678e-05, | |
| "loss": 0.69545458984375, | |
| "step": 46000 | |
| }, | |
| { | |
| "epoch": 1.6875340228633642, | |
| "learning_rate": 2.6596248406483338e-05, | |
| "loss": 0.607707763671875, | |
| "step": 46500 | |
| }, | |
| { | |
| "epoch": 1.7056795499909272, | |
| "learning_rate": 2.64505554543799e-05, | |
| "loss": 0.616205322265625, | |
| "step": 47000 | |
| }, | |
| { | |
| "epoch": 1.7238250771184904, | |
| "learning_rate": 2.6304862502276452e-05, | |
| "loss": 0.6300867309570313, | |
| "step": 47500 | |
| }, | |
| { | |
| "epoch": 1.7419706042460534, | |
| "learning_rate": 2.6159169550173012e-05, | |
| "loss": 0.6011024780273437, | |
| "step": 48000 | |
| }, | |
| { | |
| "epoch": 1.7601161313736164, | |
| "learning_rate": 2.601347659806957e-05, | |
| "loss": 0.640543212890625, | |
| "step": 48500 | |
| }, | |
| { | |
| "epoch": 1.7782616585011795, | |
| "learning_rate": 2.586778364596613e-05, | |
| "loss": 0.6576856079101563, | |
| "step": 49000 | |
| }, | |
| { | |
| "epoch": 1.7964071856287425, | |
| "learning_rate": 2.5722090693862683e-05, | |
| "loss": 0.6559103393554687, | |
| "step": 49500 | |
| }, | |
| { | |
| "epoch": 1.8145527127563055, | |
| "learning_rate": 2.5576397741759244e-05, | |
| "loss": 0.5990095825195313, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 1.8326982398838685, | |
| "learning_rate": 2.5430704789655804e-05, | |
| "loss": 0.665473876953125, | |
| "step": 50500 | |
| }, | |
| { | |
| "epoch": 1.8508437670114317, | |
| "learning_rate": 2.528501183755236e-05, | |
| "loss": 0.6510874633789062, | |
| "step": 51000 | |
| }, | |
| { | |
| "epoch": 1.8689892941389947, | |
| "learning_rate": 2.513931888544892e-05, | |
| "loss": 0.6525092163085937, | |
| "step": 51500 | |
| }, | |
| { | |
| "epoch": 1.8871348212665577, | |
| "learning_rate": 2.4993625933345475e-05, | |
| "loss": 0.621588623046875, | |
| "step": 52000 | |
| }, | |
| { | |
| "epoch": 1.905280348394121, | |
| "learning_rate": 2.4847932981242035e-05, | |
| "loss": 0.6466250610351563, | |
| "step": 52500 | |
| }, | |
| { | |
| "epoch": 1.923425875521684, | |
| "learning_rate": 2.4702240029138592e-05, | |
| "loss": 0.6506993408203126, | |
| "step": 53000 | |
| }, | |
| { | |
| "epoch": 1.941571402649247, | |
| "learning_rate": 2.4556547077035153e-05, | |
| "loss": 0.63045458984375, | |
| "step": 53500 | |
| }, | |
| { | |
| "epoch": 1.95971692977681, | |
| "learning_rate": 2.4410854124931706e-05, | |
| "loss": 0.6722386474609375, | |
| "step": 54000 | |
| }, | |
| { | |
| "epoch": 1.977862456904373, | |
| "learning_rate": 2.4265161172828266e-05, | |
| "loss": 0.6592996826171875, | |
| "step": 54500 | |
| }, | |
| { | |
| "epoch": 1.996007984031936, | |
| "learning_rate": 2.4119468220724827e-05, | |
| "loss": 0.6505784301757812, | |
| "step": 55000 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7065592633230761, | |
| "eval_accuracy_not_balanced": 0.7466968279265848, | |
| "eval_f1": 0.7461387954715045, | |
| "eval_loss": 1.030800700187683, | |
| "eval_precision": 0.7471414389441547, | |
| "eval_recall": 0.7466968279265848, | |
| "step": 55110 | |
| }, | |
| { | |
| "epoch": 2.014153511159499, | |
| "learning_rate": 2.397377526862138e-05, | |
| "loss": 0.4738241882324219, | |
| "step": 55500 | |
| }, | |
| { | |
| "epoch": 2.032299038287062, | |
| "learning_rate": 2.382808231651794e-05, | |
| "loss": 0.4202625427246094, | |
| "step": 56000 | |
| }, | |
| { | |
| "epoch": 2.0504445654146255, | |
| "learning_rate": 2.3682389364414498e-05, | |
| "loss": 0.45609054565429685, | |
| "step": 56500 | |
| }, | |
| { | |
| "epoch": 2.0685900925421885, | |
| "learning_rate": 2.3536696412311058e-05, | |
| "loss": 0.47380087280273436, | |
| "step": 57000 | |
| }, | |
| { | |
| "epoch": 2.0867356196697515, | |
| "learning_rate": 2.339100346020761e-05, | |
| "loss": 0.43297515869140624, | |
| "step": 57500 | |
| }, | |
| { | |
| "epoch": 2.1048811467973145, | |
| "learning_rate": 2.3245310508104172e-05, | |
| "loss": 0.45876251220703124, | |
| "step": 58000 | |
| }, | |
| { | |
| "epoch": 2.1230266739248775, | |
| "learning_rate": 2.309961755600073e-05, | |
| "loss": 0.43873019409179687, | |
| "step": 58500 | |
| }, | |
| { | |
| "epoch": 2.1411722010524405, | |
| "learning_rate": 2.295392460389729e-05, | |
| "loss": 0.4506067810058594, | |
| "step": 59000 | |
| }, | |
| { | |
| "epoch": 2.1593177281800036, | |
| "learning_rate": 2.280823165179385e-05, | |
| "loss": 0.434221923828125, | |
| "step": 59500 | |
| }, | |
| { | |
| "epoch": 2.1774632553075666, | |
| "learning_rate": 2.2662538699690403e-05, | |
| "loss": 0.4482630615234375, | |
| "step": 60000 | |
| }, | |
| { | |
| "epoch": 2.1956087824351296, | |
| "learning_rate": 2.2516845747586964e-05, | |
| "loss": 0.42872335815429685, | |
| "step": 60500 | |
| }, | |
| { | |
| "epoch": 2.2137543095626926, | |
| "learning_rate": 2.237115279548352e-05, | |
| "loss": 0.5074381103515625, | |
| "step": 61000 | |
| }, | |
| { | |
| "epoch": 2.231899836690256, | |
| "learning_rate": 2.222545984338008e-05, | |
| "loss": 0.4730833740234375, | |
| "step": 61500 | |
| }, | |
| { | |
| "epoch": 2.250045363817819, | |
| "learning_rate": 2.2079766891276634e-05, | |
| "loss": 0.5002789001464844, | |
| "step": 62000 | |
| }, | |
| { | |
| "epoch": 2.268190890945382, | |
| "learning_rate": 2.1934073939173195e-05, | |
| "loss": 0.5009871215820313, | |
| "step": 62500 | |
| }, | |
| { | |
| "epoch": 2.286336418072945, | |
| "learning_rate": 2.178838098706975e-05, | |
| "loss": 0.42858175659179687, | |
| "step": 63000 | |
| }, | |
| { | |
| "epoch": 2.304481945200508, | |
| "learning_rate": 2.1642688034966312e-05, | |
| "loss": 0.47521218872070314, | |
| "step": 63500 | |
| }, | |
| { | |
| "epoch": 2.322627472328071, | |
| "learning_rate": 2.149699508286287e-05, | |
| "loss": 0.44123291015625, | |
| "step": 64000 | |
| }, | |
| { | |
| "epoch": 2.340772999455634, | |
| "learning_rate": 2.1351302130759426e-05, | |
| "loss": 0.5162994384765625, | |
| "step": 64500 | |
| }, | |
| { | |
| "epoch": 2.358918526583197, | |
| "learning_rate": 2.1205609178655986e-05, | |
| "loss": 0.4803743896484375, | |
| "step": 65000 | |
| }, | |
| { | |
| "epoch": 2.37706405371076, | |
| "learning_rate": 2.105991622655254e-05, | |
| "loss": 0.43930706787109375, | |
| "step": 65500 | |
| }, | |
| { | |
| "epoch": 2.3952095808383236, | |
| "learning_rate": 2.09142232744491e-05, | |
| "loss": 0.4680689697265625, | |
| "step": 66000 | |
| }, | |
| { | |
| "epoch": 2.4133551079658866, | |
| "learning_rate": 2.0768530322345657e-05, | |
| "loss": 0.47557147216796875, | |
| "step": 66500 | |
| }, | |
| { | |
| "epoch": 2.4315006350934496, | |
| "learning_rate": 2.0622837370242218e-05, | |
| "loss": 0.45378570556640624, | |
| "step": 67000 | |
| }, | |
| { | |
| "epoch": 2.4496461622210126, | |
| "learning_rate": 2.047714441813877e-05, | |
| "loss": 0.49939556884765623, | |
| "step": 67500 | |
| }, | |
| { | |
| "epoch": 2.4677916893485756, | |
| "learning_rate": 2.033145146603533e-05, | |
| "loss": 0.46348507690429686, | |
| "step": 68000 | |
| }, | |
| { | |
| "epoch": 2.4859372164761386, | |
| "learning_rate": 2.0185758513931892e-05, | |
| "loss": 0.4665544128417969, | |
| "step": 68500 | |
| }, | |
| { | |
| "epoch": 2.5040827436037016, | |
| "learning_rate": 2.004006556182845e-05, | |
| "loss": 0.5064073486328124, | |
| "step": 69000 | |
| }, | |
| { | |
| "epoch": 2.5222282707312647, | |
| "learning_rate": 1.9894372609725006e-05, | |
| "loss": 0.4335787658691406, | |
| "step": 69500 | |
| }, | |
| { | |
| "epoch": 2.5403737978588277, | |
| "learning_rate": 1.9748679657621563e-05, | |
| "loss": 0.4678582458496094, | |
| "step": 70000 | |
| }, | |
| { | |
| "epoch": 2.558519324986391, | |
| "learning_rate": 1.960298670551812e-05, | |
| "loss": 0.44978302001953124, | |
| "step": 70500 | |
| }, | |
| { | |
| "epoch": 2.5766648521139537, | |
| "learning_rate": 1.945729375341468e-05, | |
| "loss": 0.4275310363769531, | |
| "step": 71000 | |
| }, | |
| { | |
| "epoch": 2.594810379241517, | |
| "learning_rate": 1.931160080131124e-05, | |
| "loss": 0.4475072326660156, | |
| "step": 71500 | |
| }, | |
| { | |
| "epoch": 2.61295590636908, | |
| "learning_rate": 1.9165907849207797e-05, | |
| "loss": 0.4803515625, | |
| "step": 72000 | |
| }, | |
| { | |
| "epoch": 2.631101433496643, | |
| "learning_rate": 1.9020214897104354e-05, | |
| "loss": 0.48513922119140623, | |
| "step": 72500 | |
| }, | |
| { | |
| "epoch": 2.649246960624206, | |
| "learning_rate": 1.887452194500091e-05, | |
| "loss": 0.509461669921875, | |
| "step": 73000 | |
| }, | |
| { | |
| "epoch": 2.667392487751769, | |
| "learning_rate": 1.8728828992897468e-05, | |
| "loss": 0.439398681640625, | |
| "step": 73500 | |
| }, | |
| { | |
| "epoch": 2.685538014879332, | |
| "learning_rate": 1.858313604079403e-05, | |
| "loss": 0.49060055541992187, | |
| "step": 74000 | |
| }, | |
| { | |
| "epoch": 2.703683542006895, | |
| "learning_rate": 1.8437443088690585e-05, | |
| "loss": 0.4656755676269531, | |
| "step": 74500 | |
| }, | |
| { | |
| "epoch": 2.721829069134458, | |
| "learning_rate": 1.8291750136587142e-05, | |
| "loss": 0.45277435302734376, | |
| "step": 75000 | |
| }, | |
| { | |
| "epoch": 2.7399745962620212, | |
| "learning_rate": 1.8146057184483703e-05, | |
| "loss": 0.4694291381835938, | |
| "step": 75500 | |
| }, | |
| { | |
| "epoch": 2.7581201233895847, | |
| "learning_rate": 1.800036423238026e-05, | |
| "loss": 0.4835218811035156, | |
| "step": 76000 | |
| }, | |
| { | |
| "epoch": 2.7762656505171477, | |
| "learning_rate": 1.785467128027682e-05, | |
| "loss": 0.4075122680664062, | |
| "step": 76500 | |
| }, | |
| { | |
| "epoch": 2.7944111776447107, | |
| "learning_rate": 1.7708978328173377e-05, | |
| "loss": 0.48038003540039065, | |
| "step": 77000 | |
| }, | |
| { | |
| "epoch": 2.8125567047722737, | |
| "learning_rate": 1.7563285376069934e-05, | |
| "loss": 0.48810946655273435, | |
| "step": 77500 | |
| }, | |
| { | |
| "epoch": 2.8307022318998367, | |
| "learning_rate": 1.741759242396649e-05, | |
| "loss": 0.479569580078125, | |
| "step": 78000 | |
| }, | |
| { | |
| "epoch": 2.8488477590273997, | |
| "learning_rate": 1.7271899471863048e-05, | |
| "loss": 0.43540292358398436, | |
| "step": 78500 | |
| }, | |
| { | |
| "epoch": 2.8669932861549627, | |
| "learning_rate": 1.7126206519759608e-05, | |
| "loss": 0.448812744140625, | |
| "step": 79000 | |
| }, | |
| { | |
| "epoch": 2.8851388132825257, | |
| "learning_rate": 1.6980513567656165e-05, | |
| "loss": 0.4721513671875, | |
| "step": 79500 | |
| }, | |
| { | |
| "epoch": 2.9032843404100888, | |
| "learning_rate": 1.6834820615552726e-05, | |
| "loss": 0.49795864868164064, | |
| "step": 80000 | |
| }, | |
| { | |
| "epoch": 2.921429867537652, | |
| "learning_rate": 1.6689127663449282e-05, | |
| "loss": 0.43135833740234375, | |
| "step": 80500 | |
| }, | |
| { | |
| "epoch": 2.939575394665215, | |
| "learning_rate": 1.654343471134584e-05, | |
| "loss": 0.4152744445800781, | |
| "step": 81000 | |
| }, | |
| { | |
| "epoch": 2.9577209217927782, | |
| "learning_rate": 1.63977417592424e-05, | |
| "loss": 0.4627979736328125, | |
| "step": 81500 | |
| }, | |
| { | |
| "epoch": 2.9758664489203412, | |
| "learning_rate": 1.6252048807138957e-05, | |
| "loss": 0.5032968444824218, | |
| "step": 82000 | |
| }, | |
| { | |
| "epoch": 2.9940119760479043, | |
| "learning_rate": 1.6106355855035514e-05, | |
| "loss": 0.44907989501953127, | |
| "step": 82500 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.719967526681318, | |
| "eval_accuracy_not_balanced": 0.7567220194334482, | |
| "eval_f1": 0.7562519073319182, | |
| "eval_loss": 1.2266414165496826, | |
| "eval_precision": 0.7566245119201862, | |
| "eval_recall": 0.7567220194334482, | |
| "step": 82665 | |
| }, | |
| { | |
| "epoch": 3.0121575031754673, | |
| "learning_rate": 1.596066290293207e-05, | |
| "loss": 0.3230574645996094, | |
| "step": 83000 | |
| }, | |
| { | |
| "epoch": 3.0303030303030303, | |
| "learning_rate": 1.5814969950828628e-05, | |
| "loss": 0.2732647399902344, | |
| "step": 83500 | |
| }, | |
| { | |
| "epoch": 3.0484485574305933, | |
| "learning_rate": 1.5669276998725188e-05, | |
| "loss": 0.2596098327636719, | |
| "step": 84000 | |
| }, | |
| { | |
| "epoch": 3.0665940845581563, | |
| "learning_rate": 1.5523584046621748e-05, | |
| "loss": 0.2204219970703125, | |
| "step": 84500 | |
| }, | |
| { | |
| "epoch": 3.0847396116857193, | |
| "learning_rate": 1.5377891094518305e-05, | |
| "loss": 0.2841182861328125, | |
| "step": 85000 | |
| }, | |
| { | |
| "epoch": 3.1028851388132823, | |
| "learning_rate": 1.5232198142414862e-05, | |
| "loss": 0.2811924133300781, | |
| "step": 85500 | |
| }, | |
| { | |
| "epoch": 3.1210306659408458, | |
| "learning_rate": 1.5086505190311421e-05, | |
| "loss": 0.2654357604980469, | |
| "step": 86000 | |
| }, | |
| { | |
| "epoch": 3.139176193068409, | |
| "learning_rate": 1.4940812238207978e-05, | |
| "loss": 0.28281610107421873, | |
| "step": 86500 | |
| }, | |
| { | |
| "epoch": 3.157321720195972, | |
| "learning_rate": 1.4795119286104536e-05, | |
| "loss": 0.2979160461425781, | |
| "step": 87000 | |
| }, | |
| { | |
| "epoch": 3.175467247323535, | |
| "learning_rate": 1.4649426334001093e-05, | |
| "loss": 0.30940216064453124, | |
| "step": 87500 | |
| }, | |
| { | |
| "epoch": 3.193612774451098, | |
| "learning_rate": 1.450373338189765e-05, | |
| "loss": 0.2786048278808594, | |
| "step": 88000 | |
| }, | |
| { | |
| "epoch": 3.211758301578661, | |
| "learning_rate": 1.4358040429794209e-05, | |
| "loss": 0.3191018981933594, | |
| "step": 88500 | |
| }, | |
| { | |
| "epoch": 3.229903828706224, | |
| "learning_rate": 1.421234747769077e-05, | |
| "loss": 0.2721468200683594, | |
| "step": 89000 | |
| }, | |
| { | |
| "epoch": 3.248049355833787, | |
| "learning_rate": 1.4066654525587326e-05, | |
| "loss": 0.2782774963378906, | |
| "step": 89500 | |
| }, | |
| { | |
| "epoch": 3.26619488296135, | |
| "learning_rate": 1.3920961573483885e-05, | |
| "loss": 0.24969586181640624, | |
| "step": 90000 | |
| }, | |
| { | |
| "epoch": 3.2843404100889133, | |
| "learning_rate": 1.3775268621380442e-05, | |
| "loss": 0.3144935302734375, | |
| "step": 90500 | |
| }, | |
| { | |
| "epoch": 3.3024859372164763, | |
| "learning_rate": 1.3629575669277e-05, | |
| "loss": 0.3104676208496094, | |
| "step": 91000 | |
| }, | |
| { | |
| "epoch": 3.3206314643440393, | |
| "learning_rate": 1.3483882717173558e-05, | |
| "loss": 0.31101416015625, | |
| "step": 91500 | |
| }, | |
| { | |
| "epoch": 3.3387769914716023, | |
| "learning_rate": 1.3338189765070115e-05, | |
| "loss": 0.2874825744628906, | |
| "step": 92000 | |
| }, | |
| { | |
| "epoch": 3.3569225185991654, | |
| "learning_rate": 1.3192496812966673e-05, | |
| "loss": 0.30249465942382814, | |
| "step": 92500 | |
| }, | |
| { | |
| "epoch": 3.3750680457267284, | |
| "learning_rate": 1.304680386086323e-05, | |
| "loss": 0.3033802185058594, | |
| "step": 93000 | |
| }, | |
| { | |
| "epoch": 3.3932135728542914, | |
| "learning_rate": 1.290111090875979e-05, | |
| "loss": 0.2691561279296875, | |
| "step": 93500 | |
| }, | |
| { | |
| "epoch": 3.4113590999818544, | |
| "learning_rate": 1.2755417956656349e-05, | |
| "loss": 0.2455874786376953, | |
| "step": 94000 | |
| }, | |
| { | |
| "epoch": 3.4295046271094174, | |
| "learning_rate": 1.2609725004552906e-05, | |
| "loss": 0.24622802734375, | |
| "step": 94500 | |
| }, | |
| { | |
| "epoch": 3.4476501542369804, | |
| "learning_rate": 1.2464032052449465e-05, | |
| "loss": 0.29979901123046876, | |
| "step": 95000 | |
| }, | |
| { | |
| "epoch": 3.4657956813645434, | |
| "learning_rate": 1.2318339100346022e-05, | |
| "loss": 0.28493136596679686, | |
| "step": 95500 | |
| }, | |
| { | |
| "epoch": 3.483941208492107, | |
| "learning_rate": 1.217264614824258e-05, | |
| "loss": 0.22248597717285157, | |
| "step": 96000 | |
| }, | |
| { | |
| "epoch": 3.50208673561967, | |
| "learning_rate": 1.2026953196139137e-05, | |
| "loss": 0.29626983642578125, | |
| "step": 96500 | |
| }, | |
| { | |
| "epoch": 3.520232262747233, | |
| "learning_rate": 1.1881260244035694e-05, | |
| "loss": 0.22462777709960938, | |
| "step": 97000 | |
| }, | |
| { | |
| "epoch": 3.538377789874796, | |
| "learning_rate": 1.1735567291932253e-05, | |
| "loss": 0.31633203125, | |
| "step": 97500 | |
| }, | |
| { | |
| "epoch": 3.556523317002359, | |
| "learning_rate": 1.1589874339828813e-05, | |
| "loss": 0.29999240112304687, | |
| "step": 98000 | |
| }, | |
| { | |
| "epoch": 3.574668844129922, | |
| "learning_rate": 1.144418138772537e-05, | |
| "loss": 0.3205788879394531, | |
| "step": 98500 | |
| }, | |
| { | |
| "epoch": 3.592814371257485, | |
| "learning_rate": 1.1298488435621929e-05, | |
| "loss": 0.31732611083984374, | |
| "step": 99000 | |
| }, | |
| { | |
| "epoch": 3.610959898385048, | |
| "learning_rate": 1.1152795483518486e-05, | |
| "loss": 0.2857419128417969, | |
| "step": 99500 | |
| }, | |
| { | |
| "epoch": 3.629105425512611, | |
| "learning_rate": 1.1007102531415044e-05, | |
| "loss": 0.2731871032714844, | |
| "step": 100000 | |
| }, | |
| { | |
| "epoch": 3.6472509526401744, | |
| "learning_rate": 1.0861409579311601e-05, | |
| "loss": 0.2926119079589844, | |
| "step": 100500 | |
| }, | |
| { | |
| "epoch": 3.6653964797677374, | |
| "learning_rate": 1.0715716627208158e-05, | |
| "loss": 0.2275234375, | |
| "step": 101000 | |
| }, | |
| { | |
| "epoch": 3.6835420068953004, | |
| "learning_rate": 1.0570023675104717e-05, | |
| "loss": 0.2467783660888672, | |
| "step": 101500 | |
| }, | |
| { | |
| "epoch": 3.7016875340228634, | |
| "learning_rate": 1.0424330723001274e-05, | |
| "loss": 0.29310882568359375, | |
| "step": 102000 | |
| }, | |
| { | |
| "epoch": 3.7198330611504264, | |
| "learning_rate": 1.0278637770897834e-05, | |
| "loss": 0.2742635803222656, | |
| "step": 102500 | |
| }, | |
| { | |
| "epoch": 3.7379785882779895, | |
| "learning_rate": 1.0132944818794393e-05, | |
| "loss": 0.3342573547363281, | |
| "step": 103000 | |
| }, | |
| { | |
| "epoch": 3.7561241154055525, | |
| "learning_rate": 9.98725186669095e-06, | |
| "loss": 0.2816724548339844, | |
| "step": 103500 | |
| }, | |
| { | |
| "epoch": 3.7742696425331155, | |
| "learning_rate": 9.841558914587509e-06, | |
| "loss": 0.2820220947265625, | |
| "step": 104000 | |
| }, | |
| { | |
| "epoch": 3.7924151696606785, | |
| "learning_rate": 9.695865962484066e-06, | |
| "loss": 0.26842498779296875, | |
| "step": 104500 | |
| }, | |
| { | |
| "epoch": 3.810560696788242, | |
| "learning_rate": 9.550173010380624e-06, | |
| "loss": 0.2902957458496094, | |
| "step": 105000 | |
| }, | |
| { | |
| "epoch": 3.8287062239158045, | |
| "learning_rate": 9.404480058277181e-06, | |
| "loss": 0.2857991943359375, | |
| "step": 105500 | |
| }, | |
| { | |
| "epoch": 3.846851751043368, | |
| "learning_rate": 9.25878710617374e-06, | |
| "loss": 0.27429071044921877, | |
| "step": 106000 | |
| }, | |
| { | |
| "epoch": 3.864997278170931, | |
| "learning_rate": 9.113094154070298e-06, | |
| "loss": 0.297792724609375, | |
| "step": 106500 | |
| }, | |
| { | |
| "epoch": 3.883142805298494, | |
| "learning_rate": 8.967401201966855e-06, | |
| "loss": 0.24031161499023437, | |
| "step": 107000 | |
| }, | |
| { | |
| "epoch": 3.901288332426057, | |
| "learning_rate": 8.821708249863414e-06, | |
| "loss": 0.2540105285644531, | |
| "step": 107500 | |
| }, | |
| { | |
| "epoch": 3.91943385955362, | |
| "learning_rate": 8.676015297759973e-06, | |
| "loss": 0.19631956481933593, | |
| "step": 108000 | |
| }, | |
| { | |
| "epoch": 3.937579386681183, | |
| "learning_rate": 8.53032234565653e-06, | |
| "loss": 0.283151611328125, | |
| "step": 108500 | |
| }, | |
| { | |
| "epoch": 3.955724913808746, | |
| "learning_rate": 8.384629393553088e-06, | |
| "loss": 0.25643258666992186, | |
| "step": 109000 | |
| }, | |
| { | |
| "epoch": 3.973870440936309, | |
| "learning_rate": 8.238936441449645e-06, | |
| "loss": 0.28699124145507815, | |
| "step": 109500 | |
| }, | |
| { | |
| "epoch": 3.992015968063872, | |
| "learning_rate": 8.093243489346202e-06, | |
| "loss": 0.28246923828125, | |
| "step": 110000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.7364013629648626, | |
| "eval_accuracy_not_balanced": 0.7658732198858671, | |
| "eval_f1": 0.7663226389044607, | |
| "eval_loss": 1.4270503520965576, | |
| "eval_precision": 0.7674868056440829, | |
| "eval_recall": 0.7658732198858671, | |
| "step": 110220 | |
| }, | |
| { | |
| "epoch": 4.0101614951914355, | |
| "learning_rate": 7.947550537242763e-06, | |
| "loss": 0.1843712615966797, | |
| "step": 110500 | |
| }, | |
| { | |
| "epoch": 4.028307022318998, | |
| "learning_rate": 7.80185758513932e-06, | |
| "loss": 0.12554346466064453, | |
| "step": 111000 | |
| }, | |
| { | |
| "epoch": 4.0464525494465615, | |
| "learning_rate": 7.656164633035878e-06, | |
| "loss": 0.1526964111328125, | |
| "step": 111500 | |
| }, | |
| { | |
| "epoch": 4.064598076574124, | |
| "learning_rate": 7.510471680932435e-06, | |
| "loss": 0.1175911865234375, | |
| "step": 112000 | |
| }, | |
| { | |
| "epoch": 4.0827436037016875, | |
| "learning_rate": 7.364778728828994e-06, | |
| "loss": 0.13503671264648437, | |
| "step": 112500 | |
| }, | |
| { | |
| "epoch": 4.100889130829251, | |
| "learning_rate": 7.219085776725552e-06, | |
| "loss": 0.15723780822753905, | |
| "step": 113000 | |
| }, | |
| { | |
| "epoch": 4.119034657956814, | |
| "learning_rate": 7.073392824622109e-06, | |
| "loss": 0.14341749572753906, | |
| "step": 113500 | |
| }, | |
| { | |
| "epoch": 4.137180185084377, | |
| "learning_rate": 6.927699872518667e-06, | |
| "loss": 0.17015084838867187, | |
| "step": 114000 | |
| }, | |
| { | |
| "epoch": 4.15532571221194, | |
| "learning_rate": 6.782006920415225e-06, | |
| "loss": 0.1238730239868164, | |
| "step": 114500 | |
| }, | |
| { | |
| "epoch": 4.173471239339503, | |
| "learning_rate": 6.636313968311784e-06, | |
| "loss": 0.14837001037597655, | |
| "step": 115000 | |
| }, | |
| { | |
| "epoch": 4.191616766467066, | |
| "learning_rate": 6.4906210162083415e-06, | |
| "loss": 0.15362150573730468, | |
| "step": 115500 | |
| }, | |
| { | |
| "epoch": 4.209762293594629, | |
| "learning_rate": 6.344928064104899e-06, | |
| "loss": 0.13405267333984375, | |
| "step": 116000 | |
| }, | |
| { | |
| "epoch": 4.227907820722192, | |
| "learning_rate": 6.199235112001457e-06, | |
| "loss": 0.13654838562011717, | |
| "step": 116500 | |
| }, | |
| { | |
| "epoch": 4.246053347849755, | |
| "learning_rate": 6.053542159898016e-06, | |
| "loss": 0.1306242218017578, | |
| "step": 117000 | |
| }, | |
| { | |
| "epoch": 4.264198874977318, | |
| "learning_rate": 5.9078492077945735e-06, | |
| "loss": 0.16896232604980468, | |
| "step": 117500 | |
| }, | |
| { | |
| "epoch": 4.282344402104881, | |
| "learning_rate": 5.762156255691131e-06, | |
| "loss": 0.14876005554199218, | |
| "step": 118000 | |
| }, | |
| { | |
| "epoch": 4.3004899292324446, | |
| "learning_rate": 5.616463303587689e-06, | |
| "loss": 0.18081915283203126, | |
| "step": 118500 | |
| }, | |
| { | |
| "epoch": 4.318635456360007, | |
| "learning_rate": 5.470770351484247e-06, | |
| "loss": 0.13800569152832032, | |
| "step": 119000 | |
| }, | |
| { | |
| "epoch": 4.336780983487571, | |
| "learning_rate": 5.325077399380806e-06, | |
| "loss": 0.12778076934814453, | |
| "step": 119500 | |
| }, | |
| { | |
| "epoch": 4.354926510615133, | |
| "learning_rate": 5.179384447277363e-06, | |
| "loss": 0.16787666320800781, | |
| "step": 120000 | |
| }, | |
| { | |
| "epoch": 4.373072037742697, | |
| "learning_rate": 5.033691495173921e-06, | |
| "loss": 0.1471616668701172, | |
| "step": 120500 | |
| }, | |
| { | |
| "epoch": 4.391217564870259, | |
| "learning_rate": 4.88799854307048e-06, | |
| "loss": 0.14897169494628906, | |
| "step": 121000 | |
| }, | |
| { | |
| "epoch": 4.409363091997823, | |
| "learning_rate": 4.742305590967038e-06, | |
| "loss": 0.10772408294677735, | |
| "step": 121500 | |
| }, | |
| { | |
| "epoch": 4.427508619125385, | |
| "learning_rate": 4.5966126388635955e-06, | |
| "loss": 0.16820535278320312, | |
| "step": 122000 | |
| }, | |
| { | |
| "epoch": 4.445654146252949, | |
| "learning_rate": 4.450919686760153e-06, | |
| "loss": 0.15158670043945313, | |
| "step": 122500 | |
| }, | |
| { | |
| "epoch": 4.463799673380512, | |
| "learning_rate": 4.305226734656711e-06, | |
| "loss": 0.1802527618408203, | |
| "step": 123000 | |
| }, | |
| { | |
| "epoch": 4.481945200508075, | |
| "learning_rate": 4.15953378255327e-06, | |
| "loss": 0.12233680725097656, | |
| "step": 123500 | |
| }, | |
| { | |
| "epoch": 4.500090727635638, | |
| "learning_rate": 4.0138408304498275e-06, | |
| "loss": 0.13587774658203125, | |
| "step": 124000 | |
| }, | |
| { | |
| "epoch": 4.518236254763201, | |
| "learning_rate": 3.868147878346385e-06, | |
| "loss": 0.1264299087524414, | |
| "step": 124500 | |
| }, | |
| { | |
| "epoch": 4.536381781890764, | |
| "learning_rate": 3.722454926242943e-06, | |
| "loss": 0.15187008666992188, | |
| "step": 125000 | |
| }, | |
| { | |
| "epoch": 4.554527309018327, | |
| "learning_rate": 3.5767619741395014e-06, | |
| "loss": 0.13250352478027344, | |
| "step": 125500 | |
| }, | |
| { | |
| "epoch": 4.57267283614589, | |
| "learning_rate": 3.431069022036059e-06, | |
| "loss": 0.11472991180419922, | |
| "step": 126000 | |
| }, | |
| { | |
| "epoch": 4.590818363273453, | |
| "learning_rate": 3.285376069932617e-06, | |
| "loss": 0.17263003540039062, | |
| "step": 126500 | |
| }, | |
| { | |
| "epoch": 4.608963890401016, | |
| "learning_rate": 3.139683117829175e-06, | |
| "loss": 0.1344503173828125, | |
| "step": 127000 | |
| }, | |
| { | |
| "epoch": 4.62710941752858, | |
| "learning_rate": 2.993990165725733e-06, | |
| "loss": 0.1357424774169922, | |
| "step": 127500 | |
| }, | |
| { | |
| "epoch": 4.645254944656142, | |
| "learning_rate": 2.8482972136222912e-06, | |
| "loss": 0.12101192474365234, | |
| "step": 128000 | |
| }, | |
| { | |
| "epoch": 4.663400471783706, | |
| "learning_rate": 2.702604261518849e-06, | |
| "loss": 0.13540719604492188, | |
| "step": 128500 | |
| }, | |
| { | |
| "epoch": 4.681545998911268, | |
| "learning_rate": 2.5569113094154073e-06, | |
| "loss": 0.14367697143554686, | |
| "step": 129000 | |
| }, | |
| { | |
| "epoch": 4.699691526038832, | |
| "learning_rate": 2.411218357311965e-06, | |
| "loss": 0.13124786376953124, | |
| "step": 129500 | |
| }, | |
| { | |
| "epoch": 4.717837053166394, | |
| "learning_rate": 2.2655254052085233e-06, | |
| "loss": 0.147208984375, | |
| "step": 130000 | |
| }, | |
| { | |
| "epoch": 4.735982580293958, | |
| "learning_rate": 2.119832453105081e-06, | |
| "loss": 0.15938619995117187, | |
| "step": 130500 | |
| }, | |
| { | |
| "epoch": 4.75412810742152, | |
| "learning_rate": 1.9741395010016393e-06, | |
| "loss": 0.1515483093261719, | |
| "step": 131000 | |
| }, | |
| { | |
| "epoch": 4.772273634549084, | |
| "learning_rate": 1.8284465488981974e-06, | |
| "loss": 0.14191549682617188, | |
| "step": 131500 | |
| }, | |
| { | |
| "epoch": 4.790419161676647, | |
| "learning_rate": 1.6827535967947554e-06, | |
| "loss": 0.13431153869628906, | |
| "step": 132000 | |
| }, | |
| { | |
| "epoch": 4.80856468880421, | |
| "learning_rate": 1.537060644691313e-06, | |
| "loss": 0.16412876892089845, | |
| "step": 132500 | |
| }, | |
| { | |
| "epoch": 4.826710215931773, | |
| "learning_rate": 1.391367692587871e-06, | |
| "loss": 0.15667465209960937, | |
| "step": 133000 | |
| }, | |
| { | |
| "epoch": 4.844855743059336, | |
| "learning_rate": 1.2456747404844292e-06, | |
| "loss": 0.11217301940917969, | |
| "step": 133500 | |
| }, | |
| { | |
| "epoch": 4.863001270186899, | |
| "learning_rate": 1.0999817883809872e-06, | |
| "loss": 0.13955929565429687, | |
| "step": 134000 | |
| }, | |
| { | |
| "epoch": 4.881146797314462, | |
| "learning_rate": 9.542888362775452e-07, | |
| "loss": 0.1466508331298828, | |
| "step": 134500 | |
| }, | |
| { | |
| "epoch": 4.899292324442025, | |
| "learning_rate": 8.085958841741031e-07, | |
| "loss": 0.16482601928710938, | |
| "step": 135000 | |
| }, | |
| { | |
| "epoch": 4.917437851569588, | |
| "learning_rate": 6.629029320706612e-07, | |
| "loss": 0.1277398147583008, | |
| "step": 135500 | |
| }, | |
| { | |
| "epoch": 4.935583378697151, | |
| "learning_rate": 5.172099799672192e-07, | |
| "loss": 0.12898980712890626, | |
| "step": 136000 | |
| }, | |
| { | |
| "epoch": 4.953728905824715, | |
| "learning_rate": 3.715170278637771e-07, | |
| "loss": 0.16622706604003906, | |
| "step": 136500 | |
| }, | |
| { | |
| "epoch": 4.971874432952277, | |
| "learning_rate": 2.258240757603351e-07, | |
| "loss": 0.1129389190673828, | |
| "step": 137000 | |
| }, | |
| { | |
| "epoch": 4.99001996007984, | |
| "learning_rate": 8.013112365689311e-08, | |
| "loss": 0.11422783660888672, | |
| "step": 137500 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.7449912424577604, | |
| "eval_accuracy_not_balanced": 0.7708601100200504, | |
| "eval_f1": 0.771311438926646, | |
| "eval_loss": 1.6117682456970215, | |
| "eval_precision": 0.7719334049472679, | |
| "eval_recall": 0.7708601100200504, | |
| "step": 137775 | |
| } | |
| ], | |
| "max_steps": 137775, | |
| "num_train_epochs": 5, | |
| "total_flos": 43097270746046340, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |