|
{ |
|
"best_metric": 0.6599026308980849, |
|
"best_model_checkpoint": ".exp/lora/lora-roberta-large-no-roller/checkpoint-18544", |
|
"epoch": 14.997573208218736, |
|
"global_step": 23175, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.15, |
|
"learning_rate": 0.0001993097497842968, |
|
"loss": 1.2253, |
|
"step": 232 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 0.0003986194995685936, |
|
"loss": 0.8585, |
|
"step": 464 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"learning_rate": 0.0005979292493528904, |
|
"loss": 0.8047, |
|
"step": 696 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"learning_rate": 0.0007981018119068161, |
|
"loss": 0.7936, |
|
"step": 928 |
|
}, |
|
{ |
|
"epoch": 0.75, |
|
"eval_accuracy": 0.7151125983539839, |
|
"eval_b_acc": 0.5608875787610796, |
|
"eval_f1": 0.5847679854237596, |
|
"eval_f1_anger": 0.5590382138256763, |
|
"eval_f1_disgust": 0.376847290640394, |
|
"eval_f1_fear": 0.6084425036390102, |
|
"eval_f1_joy": 0.7112022832679272, |
|
"eval_f1_neutral": 0.8162122328666176, |
|
"eval_f1_sadness": 0.6324988190836089, |
|
"eval_f1_surprise": 0.3891345546430828, |
|
"eval_loss": 0.7810666561126709, |
|
"eval_micro_f1": 0.7151125983539839, |
|
"eval_prec": 0.6487886243372791, |
|
"eval_prec_anger": 0.5064177362893816, |
|
"eval_prec_disgust": 0.6071428571428571, |
|
"eval_prec_fear": 0.8053949903660886, |
|
"eval_prec_joy": 0.6198694029850746, |
|
"eval_prec_neutral": 0.8561269710398846, |
|
"eval_prec_sadness": 0.6748991935483871, |
|
"eval_prec_surprise": 0.47166921898928027, |
|
"eval_recall": 0.5608875787610796, |
|
"eval_recall_anger": 0.6238620028749401, |
|
"eval_recall_disgust": 0.2732142857142857, |
|
"eval_recall_fear": 0.4888888888888889, |
|
"eval_recall_joy": 0.8341004184100418, |
|
"eval_recall_neutral": 0.7798535486293654, |
|
"eval_recall_sadness": 0.5951111111111111, |
|
"eval_recall_surprise": 0.3311827956989247, |
|
"eval_runtime": 56.4382, |
|
"eval_samples_per_second": 391.827, |
|
"eval_steps_per_second": 24.505, |
|
"step": 1159 |
|
}, |
|
{ |
|
"epoch": 0.75, |
|
"learning_rate": 0.000997411561691113, |
|
"loss": 0.7815, |
|
"step": 1160 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"learning_rate": 0.0009895984738372094, |
|
"loss": 0.7825, |
|
"step": 1392 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 0.0009790606831395349, |
|
"loss": 0.7583, |
|
"step": 1624 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 0.0009685683139534885, |
|
"loss": 0.7534, |
|
"step": 1856 |
|
}, |
|
{ |
|
"epoch": 1.35, |
|
"learning_rate": 0.000958030523255814, |
|
"loss": 0.7404, |
|
"step": 2088 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"eval_accuracy": 0.7384914533779506, |
|
"eval_b_acc": 0.5694366063947011, |
|
"eval_f1": 0.6007617462780054, |
|
"eval_f1_anger": 0.5731575534903826, |
|
"eval_f1_disgust": 0.3873417721518987, |
|
"eval_f1_fear": 0.6370656370656371, |
|
"eval_f1_joy": 0.7357275406615, |
|
"eval_f1_neutral": 0.8367184035476719, |
|
"eval_f1_sadness": 0.6255825996892802, |
|
"eval_f1_surprise": 0.4097387173396675, |
|
"eval_loss": 0.7121325731277466, |
|
"eval_micro_f1": 0.7384914533779506, |
|
"eval_prec": 0.6663565165984385, |
|
"eval_prec_anger": 0.5220472440944882, |
|
"eval_prec_disgust": 0.6652173913043479, |
|
"eval_prec_fear": 0.7081545064377682, |
|
"eval_prec_joy": 0.7692307692307693, |
|
"eval_prec_neutral": 0.792906370818625, |
|
"eval_prec_sadness": 0.749379652605459, |
|
"eval_prec_surprise": 0.45755968169761274, |
|
"eval_recall": 0.5694366063947011, |
|
"eval_recall_anger": 0.635361763296598, |
|
"eval_recall_disgust": 0.2732142857142857, |
|
"eval_recall_fear": 0.5789473684210527, |
|
"eval_recall_joy": 0.7050209205020921, |
|
"eval_recall_neutral": 0.8856552760045062, |
|
"eval_recall_sadness": 0.5368888888888889, |
|
"eval_recall_surprise": 0.3709677419354839, |
|
"eval_runtime": 56.0841, |
|
"eval_samples_per_second": 394.3, |
|
"eval_steps_per_second": 24.659, |
|
"step": 2318 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"learning_rate": 0.0009474927325581396, |
|
"loss": 0.7446, |
|
"step": 2320 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"learning_rate": 0.0009370003633720931, |
|
"loss": 0.8041, |
|
"step": 2552 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"learning_rate": 0.0009264625726744186, |
|
"loss": 0.7737, |
|
"step": 2784 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"learning_rate": 0.0009159247819767442, |
|
"loss": 0.7255, |
|
"step": 3016 |
|
}, |
|
{ |
|
"epoch": 2.1, |
|
"learning_rate": 0.0009053869912790698, |
|
"loss": 0.713, |
|
"step": 3248 |
|
}, |
|
{ |
|
"epoch": 2.25, |
|
"eval_accuracy": 0.7460432305326942, |
|
"eval_b_acc": 0.6190714329338819, |
|
"eval_f1": 0.626920477568903, |
|
"eval_f1_anger": 0.5916555703506436, |
|
"eval_f1_disgust": 0.4567699836867863, |
|
"eval_f1_fear": 0.640675763482781, |
|
"eval_f1_joy": 0.7454035525085696, |
|
"eval_f1_neutral": 0.8395222989363688, |
|
"eval_f1_sadness": 0.6792540792540793, |
|
"eval_f1_surprise": 0.43516209476309226, |
|
"eval_loss": 0.7057798504829407, |
|
"eval_micro_f1": 0.7460432305326943, |
|
"eval_prec": 0.6426986606579812, |
|
"eval_prec_anger": 0.5510541546093427, |
|
"eval_prec_disgust": 0.42042042042042044, |
|
"eval_prec_fear": 0.7207602339181286, |
|
"eval_prec_joy": 0.7402517020837631, |
|
"eval_prec_neutral": 0.8343842729970327, |
|
"eval_prec_sadness": 0.7142156862745098, |
|
"eval_prec_surprise": 0.5178041543026706, |
|
"eval_recall": 0.6190714329338819, |
|
"eval_recall_anger": 0.6387158600862483, |
|
"eval_recall_disgust": 0.5, |
|
"eval_recall_fear": 0.5766081871345029, |
|
"eval_recall_joy": 0.7506276150627615, |
|
"eval_recall_neutral": 0.844723995493804, |
|
"eval_recall_sadness": 0.6475555555555556, |
|
"eval_recall_surprise": 0.37526881720430105, |
|
"eval_runtime": 56.1029, |
|
"eval_samples_per_second": 394.169, |
|
"eval_steps_per_second": 24.651, |
|
"step": 3477 |
|
}, |
|
{ |
|
"epoch": 2.25, |
|
"learning_rate": 0.0008948492005813954, |
|
"loss": 0.7065, |
|
"step": 3480 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 0.000884311409883721, |
|
"loss": 0.7362, |
|
"step": 3712 |
|
}, |
|
{ |
|
"epoch": 2.55, |
|
"learning_rate": 0.0008737736191860465, |
|
"loss": 0.7668, |
|
"step": 3944 |
|
}, |
|
{ |
|
"epoch": 2.7, |
|
"learning_rate": 0.0008632358284883722, |
|
"loss": 0.7673, |
|
"step": 4176 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"learning_rate": 0.0008526980377906977, |
|
"loss": 0.7173, |
|
"step": 4408 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.748213801211902, |
|
"eval_b_acc": 0.5962828887378715, |
|
"eval_f1": 0.6210935912815152, |
|
"eval_f1_anger": 0.5256290773532153, |
|
"eval_f1_disgust": 0.5043069694596711, |
|
"eval_f1_fear": 0.6573780873970868, |
|
"eval_f1_joy": 0.7350898692810458, |
|
"eval_f1_neutral": 0.838420659668848, |
|
"eval_f1_sadness": 0.6803977272727273, |
|
"eval_f1_surprise": 0.4064327485380117, |
|
"eval_loss": 0.6973233222961426, |
|
"eval_micro_f1": 0.748213801211902, |
|
"eval_prec": 0.6831105248010303, |
|
"eval_prec_anger": 0.7473498233215548, |
|
"eval_prec_disgust": 0.4490934449093445, |
|
"eval_prec_fear": 0.7168508287292817, |
|
"eval_prec_joy": 0.7180766161213089, |
|
"eval_prec_neutral": 0.7877362383428241, |
|
"eval_prec_sadness": 0.7279635258358662, |
|
"eval_prec_surprise": 0.634703196347032, |
|
"eval_recall": 0.5962828887378715, |
|
"eval_recall_anger": 0.40536655486344036, |
|
"eval_recall_disgust": 0.575, |
|
"eval_recall_fear": 0.6070175438596491, |
|
"eval_recall_joy": 0.752928870292887, |
|
"eval_recall_neutral": 0.8960758542996621, |
|
"eval_recall_sadness": 0.6386666666666667, |
|
"eval_recall_surprise": 0.2989247311827957, |
|
"eval_runtime": 56.127, |
|
"eval_samples_per_second": 393.999, |
|
"eval_steps_per_second": 24.641, |
|
"step": 4636 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 0.0008421602470930233, |
|
"loss": 0.7184, |
|
"step": 4640 |
|
}, |
|
{ |
|
"epoch": 3.15, |
|
"learning_rate": 0.0008316224563953489, |
|
"loss": 0.7007, |
|
"step": 4872 |
|
}, |
|
{ |
|
"epoch": 3.3, |
|
"learning_rate": 0.0008210846656976745, |
|
"loss": 0.7004, |
|
"step": 5104 |
|
}, |
|
{ |
|
"epoch": 3.45, |
|
"learning_rate": 0.0008105468750000001, |
|
"loss": 0.6998, |
|
"step": 5336 |
|
}, |
|
{ |
|
"epoch": 3.6, |
|
"learning_rate": 0.0008000090843023255, |
|
"loss": 0.6988, |
|
"step": 5568 |
|
}, |
|
{ |
|
"epoch": 3.75, |
|
"eval_accuracy": 0.7445057429682554, |
|
"eval_b_acc": 0.5999589719177421, |
|
"eval_f1": 0.6211744055829362, |
|
"eval_f1_anger": 0.6095856215676485, |
|
"eval_f1_disgust": 0.4340723453908985, |
|
"eval_f1_fear": 0.6228915662650603, |
|
"eval_f1_joy": 0.7373101148573548, |
|
"eval_f1_neutral": 0.8331185874492961, |
|
"eval_f1_sadness": 0.6804733727810651, |
|
"eval_f1_surprise": 0.4307692307692308, |
|
"eval_loss": 0.6958187818527222, |
|
"eval_micro_f1": 0.7445057429682554, |
|
"eval_prec": 0.663456251711611, |
|
"eval_prec_anger": 0.6362688900468995, |
|
"eval_prec_disgust": 0.6262626262626263, |
|
"eval_prec_fear": 0.6422360248447205, |
|
"eval_prec_joy": 0.6615691489361702, |
|
"eval_prec_neutral": 0.8472289624381248, |
|
"eval_prec_sadness": 0.6972947761194029, |
|
"eval_prec_surprise": 0.5333333333333333, |
|
"eval_recall": 0.5999589719177421, |
|
"eval_recall_anger": 0.5850503114518447, |
|
"eval_recall_disgust": 0.33214285714285713, |
|
"eval_recall_fear": 0.6046783625730994, |
|
"eval_recall_joy": 0.8326359832635983, |
|
"eval_recall_neutral": 0.8194705219677056, |
|
"eval_recall_sadness": 0.6644444444444444, |
|
"eval_recall_surprise": 0.36129032258064514, |
|
"eval_runtime": 56.0148, |
|
"eval_samples_per_second": 394.789, |
|
"eval_steps_per_second": 24.69, |
|
"step": 5795 |
|
}, |
|
{ |
|
"epoch": 3.75, |
|
"learning_rate": 0.0007894712936046511, |
|
"loss": 0.6905, |
|
"step": 5800 |
|
}, |
|
{ |
|
"epoch": 3.9, |
|
"learning_rate": 0.0007789335029069767, |
|
"loss": 0.6874, |
|
"step": 6032 |
|
}, |
|
{ |
|
"epoch": 4.05, |
|
"learning_rate": 0.0007683957122093023, |
|
"loss": 0.6806, |
|
"step": 6264 |
|
}, |
|
{ |
|
"epoch": 4.2, |
|
"learning_rate": 0.0007578579215116279, |
|
"loss": 0.6675, |
|
"step": 6496 |
|
}, |
|
{ |
|
"epoch": 4.35, |
|
"learning_rate": 0.0007473201308139535, |
|
"loss": 0.661, |
|
"step": 6728 |
|
}, |
|
{ |
|
"epoch": 4.5, |
|
"eval_accuracy": 0.7542733110246902, |
|
"eval_b_acc": 0.608132558469346, |
|
"eval_f1": 0.6333487463713535, |
|
"eval_f1_anger": 0.6156993096394784, |
|
"eval_f1_disgust": 0.4106463878326997, |
|
"eval_f1_fear": 0.6582781456953642, |
|
"eval_f1_joy": 0.7460507898420317, |
|
"eval_f1_neutral": 0.8415254632871213, |
|
"eval_f1_sadness": 0.6814723421756118, |
|
"eval_f1_surprise": 0.4797687861271676, |
|
"eval_loss": 0.6763387322425842, |
|
"eval_micro_f1": 0.7542733110246903, |
|
"eval_prec": 0.6900758491310965, |
|
"eval_prec_anger": 0.6600877192982456, |
|
"eval_prec_disgust": 0.7074235807860262, |
|
"eval_prec_fear": 0.7587786259541984, |
|
"eval_prec_joy": 0.7144772117962467, |
|
"eval_prec_neutral": 0.8368767988116238, |
|
"eval_prec_sadness": 0.6341370072713356, |
|
"eval_prec_surprise": 0.51875, |
|
"eval_recall": 0.608132558469346, |
|
"eval_recall_anger": 0.5769046478198371, |
|
"eval_recall_disgust": 0.2892857142857143, |
|
"eval_recall_fear": 0.5812865497076023, |
|
"eval_recall_joy": 0.7805439330543933, |
|
"eval_recall_neutral": 0.8462260608336463, |
|
"eval_recall_sadness": 0.7364444444444445, |
|
"eval_recall_surprise": 0.44623655913978494, |
|
"eval_runtime": 56.0547, |
|
"eval_samples_per_second": 394.508, |
|
"eval_steps_per_second": 24.672, |
|
"step": 6954 |
|
}, |
|
{ |
|
"epoch": 4.5, |
|
"learning_rate": 0.000736827761627907, |
|
"loss": 0.6799, |
|
"step": 6960 |
|
}, |
|
{ |
|
"epoch": 4.65, |
|
"learning_rate": 0.0007262899709302326, |
|
"loss": 0.6697, |
|
"step": 7192 |
|
}, |
|
{ |
|
"epoch": 4.8, |
|
"learning_rate": 0.0007157521802325582, |
|
"loss": 0.6735, |
|
"step": 7424 |
|
}, |
|
{ |
|
"epoch": 4.95, |
|
"learning_rate": 0.0007052143895348837, |
|
"loss": 0.6784, |
|
"step": 7656 |
|
}, |
|
{ |
|
"epoch": 5.1, |
|
"learning_rate": 0.0006946765988372094, |
|
"loss": 0.6632, |
|
"step": 7888 |
|
}, |
|
{ |
|
"epoch": 5.25, |
|
"eval_accuracy": 0.7542733110246902, |
|
"eval_b_acc": 0.6177156484929304, |
|
"eval_f1": 0.6385739358409929, |
|
"eval_f1_anger": 0.6169852407452213, |
|
"eval_f1_disgust": 0.4698581560283688, |
|
"eval_f1_fear": 0.6753585397653195, |
|
"eval_f1_joy": 0.7463021524023257, |
|
"eval_f1_neutral": 0.8425508671309573, |
|
"eval_f1_sadness": 0.670199343931365, |
|
"eval_f1_surprise": 0.44876325088339225, |
|
"eval_loss": 0.6744649410247803, |
|
"eval_micro_f1": 0.7542733110246903, |
|
"eval_prec": 0.6671415982006162, |
|
"eval_prec_anger": 0.6231671554252199, |
|
"eval_prec_disgust": 0.4665492957746479, |
|
"eval_prec_fear": 0.7628865979381443, |
|
"eval_prec_joy": 0.7282500497710531, |
|
"eval_prec_neutral": 0.8177962357515243, |
|
"eval_prec_sadness": 0.7752481027437245, |
|
"eval_prec_surprise": 0.49609375, |
|
"eval_recall": 0.6177156484929304, |
|
"eval_recall_anger": 0.610924772400575, |
|
"eval_recall_disgust": 0.4732142857142857, |
|
"eval_recall_fear": 0.6058479532163743, |
|
"eval_recall_joy": 0.7652719665271966, |
|
"eval_recall_neutral": 0.8688509200150206, |
|
"eval_recall_sadness": 0.5902222222222222, |
|
"eval_recall_surprise": 0.4096774193548387, |
|
"eval_runtime": 56.0695, |
|
"eval_samples_per_second": 394.403, |
|
"eval_steps_per_second": 24.666, |
|
"step": 8113 |
|
}, |
|
{ |
|
"epoch": 5.25, |
|
"learning_rate": 0.0006841388081395349, |
|
"loss": 0.6602, |
|
"step": 8120 |
|
}, |
|
{ |
|
"epoch": 5.4, |
|
"learning_rate": 0.0006736464389534884, |
|
"loss": 0.6574, |
|
"step": 8352 |
|
}, |
|
{ |
|
"epoch": 5.56, |
|
"learning_rate": 0.000663108648255814, |
|
"loss": 0.653, |
|
"step": 8584 |
|
}, |
|
{ |
|
"epoch": 5.71, |
|
"learning_rate": 0.0006525708575581395, |
|
"loss": 0.6498, |
|
"step": 8816 |
|
}, |
|
{ |
|
"epoch": 5.86, |
|
"learning_rate": 0.0006420330668604652, |
|
"loss": 0.6427, |
|
"step": 9048 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.75142443700823, |
|
"eval_b_acc": 0.6305765766002346, |
|
"eval_f1": 0.6403003135406875, |
|
"eval_f1_anger": 0.6199337241906704, |
|
"eval_f1_disgust": 0.4776386404293381, |
|
"eval_f1_fear": 0.6750629722921915, |
|
"eval_f1_joy": 0.7306289881494986, |
|
"eval_f1_neutral": 0.8441443042473787, |
|
"eval_f1_sadness": 0.6788177339901477, |
|
"eval_f1_surprise": 0.4558758314855876, |
|
"eval_loss": 0.6728894710540771, |
|
"eval_micro_f1": 0.75142443700823, |
|
"eval_prec": 0.6606971877116719, |
|
"eval_prec_anger": 0.6623093681917211, |
|
"eval_prec_disgust": 0.478494623655914, |
|
"eval_prec_fear": 0.7312414733969986, |
|
"eval_prec_joy": 0.8023023023023023, |
|
"eval_prec_neutral": 0.8012820512820513, |
|
"eval_prec_sadness": 0.7613259668508288, |
|
"eval_prec_surprise": 0.3879245283018868, |
|
"eval_recall": 0.6305765766002346, |
|
"eval_recall_anger": 0.582654528030666, |
|
"eval_recall_disgust": 0.4767857142857143, |
|
"eval_recall_fear": 0.6269005847953216, |
|
"eval_recall_joy": 0.6707112970711298, |
|
"eval_recall_neutral": 0.8918512955313556, |
|
"eval_recall_sadness": 0.6124444444444445, |
|
"eval_recall_surprise": 0.5526881720430108, |
|
"eval_runtime": 56.4508, |
|
"eval_samples_per_second": 391.739, |
|
"eval_steps_per_second": 24.499, |
|
"step": 9272 |
|
}, |
|
{ |
|
"epoch": 6.01, |
|
"learning_rate": 0.0006314952761627907, |
|
"loss": 0.656, |
|
"step": 9280 |
|
}, |
|
{ |
|
"epoch": 6.16, |
|
"learning_rate": 0.0006209574854651163, |
|
"loss": 0.627, |
|
"step": 9512 |
|
}, |
|
{ |
|
"epoch": 6.31, |
|
"learning_rate": 0.0006104196947674419, |
|
"loss": 0.646, |
|
"step": 9744 |
|
}, |
|
{ |
|
"epoch": 6.46, |
|
"learning_rate": 0.0005998819040697675, |
|
"loss": 0.6438, |
|
"step": 9976 |
|
}, |
|
{ |
|
"epoch": 6.61, |
|
"learning_rate": 0.0005893441133720931, |
|
"loss": 0.6363, |
|
"step": 10208 |
|
}, |
|
{ |
|
"epoch": 6.75, |
|
"eval_accuracy": 0.7578909288233698, |
|
"eval_b_acc": 0.6367461440021368, |
|
"eval_f1": 0.6474798485755483, |
|
"eval_f1_anger": 0.627286753361252, |
|
"eval_f1_disgust": 0.47420634920634924, |
|
"eval_f1_fear": 0.6633416458852867, |
|
"eval_f1_joy": 0.7608476286579212, |
|
"eval_f1_neutral": 0.8410081485692629, |
|
"eval_f1_sadness": 0.6988062442607897, |
|
"eval_f1_surprise": 0.46686217008797654, |
|
"eval_loss": 0.658396303653717, |
|
"eval_micro_f1": 0.7578909288233697, |
|
"eval_prec": 0.663515380429498, |
|
"eval_prec_anger": 0.5808163265306122, |
|
"eval_prec_disgust": 0.5334821428571429, |
|
"eval_prec_fear": 0.7102803738317757, |
|
"eval_prec_joy": 0.7348927875243665, |
|
"eval_prec_neutral": 0.8488905891354246, |
|
"eval_prec_sadness": 0.7226970560303894, |
|
"eval_prec_surprise": 0.5135483870967742, |
|
"eval_recall": 0.6367461440021368, |
|
"eval_recall_anger": 0.6818399616674653, |
|
"eval_recall_disgust": 0.42678571428571427, |
|
"eval_recall_fear": 0.6222222222222222, |
|
"eval_recall_joy": 0.7887029288702929, |
|
"eval_recall_neutral": 0.8332707472775066, |
|
"eval_recall_sadness": 0.6764444444444444, |
|
"eval_recall_surprise": 0.42795698924731185, |
|
"eval_runtime": 55.941, |
|
"eval_samples_per_second": 395.309, |
|
"eval_steps_per_second": 24.722, |
|
"step": 10431 |
|
}, |
|
{ |
|
"epoch": 6.76, |
|
"learning_rate": 0.0005788063226744186, |
|
"loss": 0.6369, |
|
"step": 10440 |
|
}, |
|
{ |
|
"epoch": 6.91, |
|
"learning_rate": 0.0005682685319767443, |
|
"loss": 0.6358, |
|
"step": 10672 |
|
}, |
|
{ |
|
"epoch": 7.06, |
|
"learning_rate": 0.0005577307412790698, |
|
"loss": 0.6334, |
|
"step": 10904 |
|
}, |
|
{ |
|
"epoch": 7.21, |
|
"learning_rate": 0.0005471929505813954, |
|
"loss": 0.6179, |
|
"step": 11136 |
|
}, |
|
{ |
|
"epoch": 7.36, |
|
"learning_rate": 0.000536655159883721, |
|
"loss": 0.6134, |
|
"step": 11368 |
|
}, |
|
{ |
|
"epoch": 7.5, |
|
"eval_accuracy": 0.7634077959663561, |
|
"eval_b_acc": 0.635084721240985, |
|
"eval_f1": 0.6537551153465847, |
|
"eval_f1_anger": 0.6306132303235152, |
|
"eval_f1_disgust": 0.48577235772357713, |
|
"eval_f1_fear": 0.6887914840325611, |
|
"eval_f1_joy": 0.7543015923907236, |
|
"eval_f1_neutral": 0.8475751631005065, |
|
"eval_f1_sadness": 0.6944444444444444, |
|
"eval_f1_surprise": 0.4747875354107649, |
|
"eval_loss": 0.6490016579627991, |
|
"eval_micro_f1": 0.7634077959663561, |
|
"eval_prec": 0.6768287307705253, |
|
"eval_prec_anger": 0.6355231143552311, |
|
"eval_prec_disgust": 0.5636792452830188, |
|
"eval_prec_fear": 0.7412398921832885, |
|
"eval_prec_joy": 0.771029058335154, |
|
"eval_prec_neutral": 0.82444306381468, |
|
"eval_prec_sadness": 0.7000903342366757, |
|
"eval_prec_surprise": 0.5017964071856288, |
|
"eval_recall": 0.635084721240985, |
|
"eval_recall_anger": 0.6257786296118831, |
|
"eval_recall_disgust": 0.42678571428571427, |
|
"eval_recall_fear": 0.6432748538011696, |
|
"eval_recall_joy": 0.7382845188284519, |
|
"eval_recall_neutral": 0.8720428088621855, |
|
"eval_recall_sadness": 0.6888888888888889, |
|
"eval_recall_surprise": 0.4505376344086022, |
|
"eval_runtime": 56.0262, |
|
"eval_samples_per_second": 394.708, |
|
"eval_steps_per_second": 24.685, |
|
"step": 11590 |
|
}, |
|
{ |
|
"epoch": 7.51, |
|
"learning_rate": 0.0005261173691860464, |
|
"loss": 0.6153, |
|
"step": 11600 |
|
}, |
|
{ |
|
"epoch": 7.66, |
|
"learning_rate": 0.0005155795784883721, |
|
"loss": 0.6253, |
|
"step": 11832 |
|
}, |
|
{ |
|
"epoch": 7.81, |
|
"learning_rate": 0.0005050417877906976, |
|
"loss": 0.6252, |
|
"step": 12064 |
|
}, |
|
{ |
|
"epoch": 7.96, |
|
"learning_rate": 0.0004945039970930233, |
|
"loss": 0.6225, |
|
"step": 12296 |
|
}, |
|
{ |
|
"epoch": 8.11, |
|
"learning_rate": 0.00048396620639534884, |
|
"loss": 0.6045, |
|
"step": 12528 |
|
}, |
|
{ |
|
"epoch": 8.25, |
|
"eval_accuracy": 0.7612372252871484, |
|
"eval_b_acc": 0.652548308537905, |
|
"eval_f1": 0.6555027527583773, |
|
"eval_f1_anger": 0.6239253254728567, |
|
"eval_f1_disgust": 0.5019011406844106, |
|
"eval_f1_fear": 0.6824887748556767, |
|
"eval_f1_joy": 0.7568754574924187, |
|
"eval_f1_neutral": 0.846870961786967, |
|
"eval_f1_sadness": 0.6986857825567503, |
|
"eval_f1_surprise": 0.4777718264595608, |
|
"eval_loss": 0.6494194269180298, |
|
"eval_micro_f1": 0.7612372252871484, |
|
"eval_prec": 0.6648498812409536, |
|
"eval_prec_anger": 0.6401209677419355, |
|
"eval_prec_disgust": 0.4370860927152318, |
|
"eval_prec_fear": 0.7556818181818182, |
|
"eval_prec_joy": 0.7566380932469161, |
|
"eval_prec_neutral": 0.8328794480755265, |
|
"eval_prec_sadness": 0.7555555555555555, |
|
"eval_prec_surprise": 0.4759871931696905, |
|
"eval_recall": 0.652548308537905, |
|
"eval_recall_anger": 0.6085289889793962, |
|
"eval_recall_disgust": 0.5892857142857143, |
|
"eval_recall_fear": 0.6222222222222222, |
|
"eval_recall_joy": 0.757112970711297, |
|
"eval_recall_neutral": 0.8613405933158093, |
|
"eval_recall_sadness": 0.6497777777777778, |
|
"eval_recall_surprise": 0.47956989247311826, |
|
"eval_runtime": 56.4204, |
|
"eval_samples_per_second": 391.95, |
|
"eval_steps_per_second": 24.512, |
|
"step": 12749 |
|
}, |
|
{ |
|
"epoch": 8.26, |
|
"learning_rate": 0.00047342841569767444, |
|
"loss": 0.5995, |
|
"step": 12760 |
|
}, |
|
{ |
|
"epoch": 8.41, |
|
"learning_rate": 0.00046289062500000003, |
|
"loss": 0.6077, |
|
"step": 12992 |
|
}, |
|
{ |
|
"epoch": 8.56, |
|
"learning_rate": 0.0004523528343023256, |
|
"loss": 0.6048, |
|
"step": 13224 |
|
}, |
|
{ |
|
"epoch": 8.71, |
|
"learning_rate": 0.00044181504360465116, |
|
"loss": 0.6098, |
|
"step": 13456 |
|
}, |
|
{ |
|
"epoch": 8.86, |
|
"learning_rate": 0.00043127725290697676, |
|
"loss": 0.6139, |
|
"step": 13688 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.7561273401465135, |
|
"eval_b_acc": 0.6387964114128805, |
|
"eval_f1": 0.6499473605201531, |
|
"eval_f1_anger": 0.63791289711761, |
|
"eval_f1_disgust": 0.48, |
|
"eval_f1_fear": 0.6700443318556049, |
|
"eval_f1_joy": 0.7569511958001167, |
|
"eval_f1_neutral": 0.8374455732946299, |
|
"eval_f1_sadness": 0.6991417304569705, |
|
"eval_f1_surprise": 0.46813579511614056, |
|
"eval_loss": 0.6584597229957581, |
|
"eval_micro_f1": 0.7561273401465135, |
|
"eval_prec": 0.6729729046510193, |
|
"eval_prec_anger": 0.568642160540135, |
|
"eval_prec_disgust": 0.5846153846153846, |
|
"eval_prec_fear": 0.7306629834254144, |
|
"eval_prec_joy": 0.7070468579731203, |
|
"eval_prec_neutral": 0.8639448991814733, |
|
"eval_prec_sadness": 0.7311984473556526, |
|
"eval_prec_surprise": 0.5246995994659546, |
|
"eval_recall": 0.6387964114128805, |
|
"eval_recall_anger": 0.7264015333013896, |
|
"eval_recall_disgust": 0.40714285714285714, |
|
"eval_recall_fear": 0.6187134502923977, |
|
"eval_recall_joy": 0.8144351464435147, |
|
"eval_recall_neutral": 0.812523469770935, |
|
"eval_recall_sadness": 0.6697777777777778, |
|
"eval_recall_surprise": 0.42258064516129035, |
|
"eval_runtime": 56.0752, |
|
"eval_samples_per_second": 394.363, |
|
"eval_steps_per_second": 24.663, |
|
"step": 13908 |
|
}, |
|
{ |
|
"epoch": 9.01, |
|
"learning_rate": 0.0004207394622093023, |
|
"loss": 0.6008, |
|
"step": 13920 |
|
}, |
|
{ |
|
"epoch": 9.16, |
|
"learning_rate": 0.0004102016715116279, |
|
"loss": 0.5747, |
|
"step": 14152 |
|
}, |
|
{ |
|
"epoch": 9.31, |
|
"learning_rate": 0.0003997093023255814, |
|
"loss": 0.5784, |
|
"step": 14384 |
|
}, |
|
{ |
|
"epoch": 9.46, |
|
"learning_rate": 0.000389171511627907, |
|
"loss": 0.5861, |
|
"step": 14616 |
|
}, |
|
{ |
|
"epoch": 9.61, |
|
"learning_rate": 0.0003786337209302326, |
|
"loss": 0.5942, |
|
"step": 14848 |
|
}, |
|
{ |
|
"epoch": 9.75, |
|
"eval_accuracy": 0.7660757890928823, |
|
"eval_b_acc": 0.6435975553792159, |
|
"eval_f1": 0.6605178711530704, |
|
"eval_f1_anger": 0.6503480799461037, |
|
"eval_f1_disgust": 0.4919678714859438, |
|
"eval_f1_fear": 0.6890862944162437, |
|
"eval_f1_joy": 0.7607211979219721, |
|
"eval_f1_neutral": 0.8455292141123762, |
|
"eval_f1_sadness": 0.7070992007522332, |
|
"eval_f1_surprise": 0.47887323943661975, |
|
"eval_loss": 0.6422432065010071, |
|
"eval_micro_f1": 0.7660757890928823, |
|
"eval_prec": 0.6838085930410494, |
|
"eval_prec_anger": 0.6120033812341504, |
|
"eval_prec_disgust": 0.5619266055045872, |
|
"eval_prec_fear": 0.753120665742025, |
|
"eval_prec_joy": 0.7413142743696645, |
|
"eval_prec_neutral": 0.8406644394951744, |
|
"eval_prec_sadness": 0.7504990019960079, |
|
"eval_prec_surprise": 0.5271317829457365, |
|
"eval_recall": 0.6435975553792159, |
|
"eval_recall_anger": 0.6938188787733589, |
|
"eval_recall_disgust": 0.4375, |
|
"eval_recall_fear": 0.6350877192982456, |
|
"eval_recall_joy": 0.7811715481171548, |
|
"eval_recall_neutral": 0.8504506196019527, |
|
"eval_recall_sadness": 0.6684444444444444, |
|
"eval_recall_surprise": 0.43870967741935485, |
|
"eval_runtime": 56.0549, |
|
"eval_samples_per_second": 394.506, |
|
"eval_steps_per_second": 24.672, |
|
"step": 15067 |
|
}, |
|
{ |
|
"epoch": 9.76, |
|
"learning_rate": 0.00036809593023255817, |
|
"loss": 0.584, |
|
"step": 15080 |
|
}, |
|
{ |
|
"epoch": 9.91, |
|
"learning_rate": 0.00035755813953488376, |
|
"loss": 0.5916, |
|
"step": 15312 |
|
}, |
|
{ |
|
"epoch": 10.06, |
|
"learning_rate": 0.0003470203488372093, |
|
"loss": 0.578, |
|
"step": 15544 |
|
}, |
|
{ |
|
"epoch": 10.21, |
|
"learning_rate": 0.0003364825581395349, |
|
"loss": 0.5671, |
|
"step": 15776 |
|
}, |
|
{ |
|
"epoch": 10.36, |
|
"learning_rate": 0.0003259447674418605, |
|
"loss": 0.5798, |
|
"step": 16008 |
|
}, |
|
{ |
|
"epoch": 10.5, |
|
"eval_accuracy": 0.7614181061770824, |
|
"eval_b_acc": 0.6358205520515465, |
|
"eval_f1": 0.6494513520201605, |
|
"eval_f1_anger": 0.6408716922392707, |
|
"eval_f1_disgust": 0.43099273607748184, |
|
"eval_f1_fear": 0.6889428918590523, |
|
"eval_f1_joy": 0.7588158027685157, |
|
"eval_f1_neutral": 0.8438946076116726, |
|
"eval_f1_sadness": 0.6985446985446987, |
|
"eval_f1_surprise": 0.4840970350404312, |
|
"eval_loss": 0.6553025245666504, |
|
"eval_micro_f1": 0.7614181061770824, |
|
"eval_prec": 0.6827663455650473, |
|
"eval_prec_anger": 0.5979253112033195, |
|
"eval_prec_disgust": 0.6691729323308271, |
|
"eval_prec_fear": 0.7168141592920354, |
|
"eval_prec_joy": 0.7338284150869651, |
|
"eval_prec_neutral": 0.8489454683640509, |
|
"eval_prec_sadness": 0.7272727272727273, |
|
"eval_prec_surprise": 0.4854054054054054, |
|
"eval_recall": 0.6358205520515465, |
|
"eval_recall_anger": 0.6904647819837086, |
|
"eval_recall_disgust": 0.31785714285714284, |
|
"eval_recall_fear": 0.6631578947368421, |
|
"eval_recall_joy": 0.7855648535564853, |
|
"eval_recall_neutral": 0.8389034923019152, |
|
"eval_recall_sadness": 0.672, |
|
"eval_recall_surprise": 0.4827956989247312, |
|
"eval_runtime": 56.4554, |
|
"eval_samples_per_second": 391.708, |
|
"eval_steps_per_second": 24.497, |
|
"step": 16226 |
|
}, |
|
{ |
|
"epoch": 10.51, |
|
"learning_rate": 0.0003154069767441861, |
|
"loss": 0.5624, |
|
"step": 16240 |
|
}, |
|
{ |
|
"epoch": 10.66, |
|
"learning_rate": 0.0003048691860465116, |
|
"loss": 0.5667, |
|
"step": 16472 |
|
}, |
|
{ |
|
"epoch": 10.81, |
|
"learning_rate": 0.0002943313953488372, |
|
"loss": 0.5613, |
|
"step": 16704 |
|
}, |
|
{ |
|
"epoch": 10.96, |
|
"learning_rate": 0.00028379360465116276, |
|
"loss": 0.5675, |
|
"step": 16936 |
|
}, |
|
{ |
|
"epoch": 11.11, |
|
"learning_rate": 0.00027325581395348835, |
|
"loss": 0.5513, |
|
"step": 17168 |
|
}, |
|
{ |
|
"epoch": 11.25, |
|
"eval_accuracy": 0.7612372252871484, |
|
"eval_b_acc": 0.6499251376052093, |
|
"eval_f1": 0.655028014245718, |
|
"eval_f1_anger": 0.6530223702998573, |
|
"eval_f1_disgust": 0.4823529411764706, |
|
"eval_f1_fear": 0.6685616827743036, |
|
"eval_f1_joy": 0.7561095298851702, |
|
"eval_f1_neutral": 0.8428858482441872, |
|
"eval_f1_sadness": 0.6970917225950782, |
|
"eval_f1_surprise": 0.4851720047449585, |
|
"eval_loss": 0.6538241505622864, |
|
"eval_micro_f1": 0.7612372252871484, |
|
"eval_prec": 0.6640418571067893, |
|
"eval_prec_anger": 0.6486997635933807, |
|
"eval_prec_disgust": 0.5347826086956522, |
|
"eval_prec_fear": 0.6504424778761062, |
|
"eval_prec_joy": 0.7121464226289518, |
|
"eval_prec_neutral": 0.8594146341463414, |
|
"eval_prec_sadness": 0.7018018018018019, |
|
"eval_prec_surprise": 0.541005291005291, |
|
"eval_recall": 0.6499251376052093, |
|
"eval_recall_anger": 0.6574029707714423, |
|
"eval_recall_disgust": 0.4392857142857143, |
|
"eval_recall_fear": 0.6877192982456141, |
|
"eval_recall_joy": 0.8058577405857741, |
|
"eval_recall_neutral": 0.826980848666917, |
|
"eval_recall_sadness": 0.6924444444444444, |
|
"eval_recall_surprise": 0.4397849462365591, |
|
"eval_runtime": 56.1197, |
|
"eval_samples_per_second": 394.05, |
|
"eval_steps_per_second": 24.644, |
|
"step": 17385 |
|
}, |
|
{ |
|
"epoch": 11.26, |
|
"learning_rate": 0.00026276344476744185, |
|
"loss": 0.5456, |
|
"step": 17400 |
|
}, |
|
{ |
|
"epoch": 11.41, |
|
"learning_rate": 0.00025222565406976744, |
|
"loss": 0.5495, |
|
"step": 17632 |
|
}, |
|
{ |
|
"epoch": 11.56, |
|
"learning_rate": 0.00024168786337209303, |
|
"loss": 0.5578, |
|
"step": 17864 |
|
}, |
|
{ |
|
"epoch": 11.71, |
|
"learning_rate": 0.00023115007267441863, |
|
"loss": 0.5475, |
|
"step": 18096 |
|
}, |
|
{ |
|
"epoch": 11.86, |
|
"learning_rate": 0.0002206122819767442, |
|
"loss": 0.5544, |
|
"step": 18328 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_accuracy": 0.7692864248892105, |
|
"eval_b_acc": 0.6473316796627765, |
|
"eval_f1": 0.6599026308980849, |
|
"eval_f1_anger": 0.6526917579799905, |
|
"eval_f1_disgust": 0.4974271012006861, |
|
"eval_f1_fear": 0.6937537901758642, |
|
"eval_f1_joy": 0.7607195147458691, |
|
"eval_f1_neutral": 0.8510657804263121, |
|
"eval_f1_sadness": 0.7018284106891702, |
|
"eval_f1_surprise": 0.4618320610687023, |
|
"eval_loss": 0.6492074131965637, |
|
"eval_micro_f1": 0.7692864248892105, |
|
"eval_prec": 0.6782942019153151, |
|
"eval_prec_anger": 0.6489815253434391, |
|
"eval_prec_disgust": 0.47854785478547857, |
|
"eval_prec_fear": 0.7204030226700252, |
|
"eval_prec_joy": 0.76056043496445, |
|
"eval_prec_neutral": 0.8315864910866254, |
|
"eval_prec_sadness": 0.7425595238095238, |
|
"eval_prec_surprise": 0.5654205607476636, |
|
"eval_recall": 0.6473316796627765, |
|
"eval_recall_anger": 0.6564446574029708, |
|
"eval_recall_disgust": 0.5178571428571429, |
|
"eval_recall_fear": 0.6690058479532164, |
|
"eval_recall_joy": 0.7608786610878661, |
|
"eval_recall_neutral": 0.8714795343597447, |
|
"eval_recall_sadness": 0.6653333333333333, |
|
"eval_recall_surprise": 0.3903225806451613, |
|
"eval_runtime": 56.0752, |
|
"eval_samples_per_second": 394.363, |
|
"eval_steps_per_second": 24.663, |
|
"step": 18544 |
|
}, |
|
{ |
|
"epoch": 12.01, |
|
"learning_rate": 0.00021007449127906976, |
|
"loss": 0.5492, |
|
"step": 18560 |
|
}, |
|
{ |
|
"epoch": 12.16, |
|
"learning_rate": 0.00019953670058139535, |
|
"loss": 0.5325, |
|
"step": 18792 |
|
}, |
|
{ |
|
"epoch": 12.31, |
|
"learning_rate": 0.00018899890988372092, |
|
"loss": 0.5335, |
|
"step": 19024 |
|
}, |
|
{ |
|
"epoch": 12.46, |
|
"learning_rate": 0.00017846111918604651, |
|
"loss": 0.5342, |
|
"step": 19256 |
|
}, |
|
{ |
|
"epoch": 12.61, |
|
"learning_rate": 0.00016796875000000001, |
|
"loss": 0.5229, |
|
"step": 19488 |
|
}, |
|
{ |
|
"epoch": 12.75, |
|
"eval_accuracy": 0.7700551686714299, |
|
"eval_b_acc": 0.6449320699710849, |
|
"eval_f1": 0.6612081678146966, |
|
"eval_f1_anger": 0.6615310544053924, |
|
"eval_f1_disgust": 0.48046875, |
|
"eval_f1_fear": 0.6843769765970904, |
|
"eval_f1_joy": 0.7624681285058644, |
|
"eval_f1_neutral": 0.8504032446039811, |
|
"eval_f1_sadness": 0.7066578773895847, |
|
"eval_f1_surprise": 0.48255114320096265, |
|
"eval_loss": 0.6428395509719849, |
|
"eval_micro_f1": 0.7700551686714299, |
|
"eval_prec": 0.6821742308604415, |
|
"eval_prec_anger": 0.6647314949201741, |
|
"eval_prec_disgust": 0.5301724137931034, |
|
"eval_prec_fear": 0.7451790633608816, |
|
"eval_prec_joy": 0.7438805970149254, |
|
"eval_prec_neutral": 0.8446152421520511, |
|
"eval_prec_sadness": 0.6988265971316818, |
|
"eval_prec_surprise": 0.5478142076502732, |
|
"eval_recall": 0.6449320699710849, |
|
"eval_recall_anger": 0.6583612841399138, |
|
"eval_recall_disgust": 0.4392857142857143, |
|
"eval_recall_fear": 0.632748538011696, |
|
"eval_recall_joy": 0.7820083682008369, |
|
"eval_recall_neutral": 0.8562711227938415, |
|
"eval_recall_sadness": 0.7146666666666667, |
|
"eval_recall_surprise": 0.4311827956989247, |
|
"eval_runtime": 56.2641, |
|
"eval_samples_per_second": 393.039, |
|
"eval_steps_per_second": 24.58, |
|
"step": 19703 |
|
}, |
|
{ |
|
"epoch": 12.76, |
|
"learning_rate": 0.0001574309593023256, |
|
"loss": 0.5282, |
|
"step": 19720 |
|
}, |
|
{ |
|
"epoch": 12.91, |
|
"learning_rate": 0.00014689316860465115, |
|
"loss": 0.5382, |
|
"step": 19952 |
|
}, |
|
{ |
|
"epoch": 13.06, |
|
"learning_rate": 0.00013635537790697674, |
|
"loss": 0.5309, |
|
"step": 20184 |
|
}, |
|
{ |
|
"epoch": 13.21, |
|
"learning_rate": 0.00012581758720930233, |
|
"loss": 0.5091, |
|
"step": 20416 |
|
}, |
|
{ |
|
"epoch": 13.36, |
|
"learning_rate": 0.00011527979651162791, |
|
"loss": 0.5222, |
|
"step": 20648 |
|
}, |
|
{ |
|
"epoch": 13.5, |
|
"eval_accuracy": 0.7656235868680474, |
|
"eval_b_acc": 0.6486004046928688, |
|
"eval_f1": 0.6586089996935094, |
|
"eval_f1_anger": 0.6556036556036556, |
|
"eval_f1_disgust": 0.4864359214218896, |
|
"eval_f1_fear": 0.6754883427851291, |
|
"eval_f1_joy": 0.7605747824327059, |
|
"eval_f1_neutral": 0.8472235272009772, |
|
"eval_f1_sadness": 0.705244122965642, |
|
"eval_f1_surprise": 0.47969264544456647, |
|
"eval_loss": 0.6564837098121643, |
|
"eval_micro_f1": 0.7656235868680473, |
|
"eval_prec": 0.670454025124884, |
|
"eval_prec_anger": 0.6581361661033317, |
|
"eval_prec_disgust": 0.5108055009823183, |
|
"eval_prec_fear": 0.73224043715847, |
|
"eval_prec_joy": 0.7365738925911407, |
|
"eval_prec_neutral": 0.8479405679894677, |
|
"eval_prec_sadness": 0.7175712971481141, |
|
"eval_prec_surprise": 0.4899103139013453, |
|
"eval_recall": 0.6486004046928688, |
|
"eval_recall_anger": 0.6530905606133206, |
|
"eval_recall_disgust": 0.4642857142857143, |
|
"eval_recall_fear": 0.6269005847953216, |
|
"eval_recall_joy": 0.7861924686192469, |
|
"eval_recall_neutral": 0.8465076980848667, |
|
"eval_recall_sadness": 0.6933333333333334, |
|
"eval_recall_surprise": 0.4698924731182796, |
|
"eval_runtime": 56.2079, |
|
"eval_samples_per_second": 393.433, |
|
"eval_steps_per_second": 24.605, |
|
"step": 20862 |
|
}, |
|
{ |
|
"epoch": 13.51, |
|
"learning_rate": 0.00010474200581395349, |
|
"loss": 0.5138, |
|
"step": 20880 |
|
}, |
|
{ |
|
"epoch": 13.66, |
|
"learning_rate": 9.420421511627906e-05, |
|
"loss": 0.5072, |
|
"step": 21112 |
|
}, |
|
{ |
|
"epoch": 13.81, |
|
"learning_rate": 8.366642441860465e-05, |
|
"loss": 0.5158, |
|
"step": 21344 |
|
}, |
|
{ |
|
"epoch": 13.96, |
|
"learning_rate": 7.312863372093023e-05, |
|
"loss": 0.5226, |
|
"step": 21576 |
|
}, |
|
{ |
|
"epoch": 14.11, |
|
"learning_rate": 6.263626453488372e-05, |
|
"loss": 0.4972, |
|
"step": 21808 |
|
}, |
|
{ |
|
"epoch": 14.25, |
|
"eval_accuracy": 0.7672062946549697, |
|
"eval_b_acc": 0.6502239168708824, |
|
"eval_f1": 0.6595929877662392, |
|
"eval_f1_anger": 0.6547147846332945, |
|
"eval_f1_disgust": 0.4893617021276596, |
|
"eval_f1_fear": 0.68, |
|
"eval_f1_joy": 0.7619244697361615, |
|
"eval_f1_neutral": 0.8486122792262405, |
|
"eval_f1_sadness": 0.7050711743772242, |
|
"eval_f1_surprise": 0.47746650426309384, |
|
"eval_loss": 0.6573865413665771, |
|
"eval_micro_f1": 0.7672062946549697, |
|
"eval_prec": 0.6725190183062367, |
|
"eval_prec_anger": 0.6367753623188406, |
|
"eval_prec_disgust": 0.4859154929577465, |
|
"eval_prec_fear": 0.7302013422818792, |
|
"eval_prec_joy": 0.7537359263050154, |
|
"eval_prec_neutral": 0.8447441860465116, |
|
"eval_prec_sadness": 0.7056990204808549, |
|
"eval_prec_surprise": 0.550561797752809, |
|
"eval_recall": 0.6502239168708824, |
|
"eval_recall_anger": 0.6736942980354576, |
|
"eval_recall_disgust": 0.4928571428571429, |
|
"eval_recall_fear": 0.6362573099415205, |
|
"eval_recall_joy": 0.7702928870292887, |
|
"eval_recall_neutral": 0.8525159594442359, |
|
"eval_recall_sadness": 0.7044444444444444, |
|
"eval_recall_surprise": 0.421505376344086, |
|
"eval_runtime": 56.0593, |
|
"eval_samples_per_second": 394.475, |
|
"eval_steps_per_second": 24.67, |
|
"step": 22021 |
|
}, |
|
{ |
|
"epoch": 14.26, |
|
"learning_rate": 5.2098473837209305e-05, |
|
"loss": 0.5053, |
|
"step": 22040 |
|
}, |
|
{ |
|
"epoch": 14.41, |
|
"learning_rate": 4.1560683139534885e-05, |
|
"loss": 0.5027, |
|
"step": 22272 |
|
}, |
|
{ |
|
"epoch": 14.56, |
|
"learning_rate": 3.1022892441860465e-05, |
|
"loss": 0.5008, |
|
"step": 22504 |
|
}, |
|
{ |
|
"epoch": 14.71, |
|
"learning_rate": 2.048510174418605e-05, |
|
"loss": 0.5048, |
|
"step": 22736 |
|
}, |
|
{ |
|
"epoch": 14.86, |
|
"learning_rate": 9.947311046511628e-06, |
|
"loss": 0.5051, |
|
"step": 22968 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"step": 23175, |
|
"total_flos": 6.952524009415557e+17, |
|
"train_loss": 0.6324699354120314, |
|
"train_runtime": 16542.718, |
|
"train_samples_per_second": 179.325, |
|
"train_steps_per_second": 1.401 |
|
} |
|
], |
|
"max_steps": 23175, |
|
"num_train_epochs": 15, |
|
"total_flos": 6.952524009415557e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|