| { | |
| "best_metric": 0.8255903124809265, | |
| "best_model_checkpoint": "sbert-ru-huawei-sentiment-fine-additional/checkpoint-1217", | |
| "epoch": 1.0, | |
| "eval_steps": 500, | |
| "global_step": 1217, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.020542317173377157, | |
| "grad_norm": 5.6351447105407715, | |
| "learning_rate": 3.415300546448088e-06, | |
| "loss": 0.8092, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.041084634346754315, | |
| "grad_norm": 4.872824668884277, | |
| "learning_rate": 6.830601092896176e-06, | |
| "loss": 0.7381, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.06162695152013147, | |
| "grad_norm": 8.779582023620605, | |
| "learning_rate": 1.0109289617486339e-05, | |
| "loss": 0.756, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.08216926869350863, | |
| "grad_norm": 7.241989612579346, | |
| "learning_rate": 1.3524590163934428e-05, | |
| "loss": 0.7791, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.10271158586688578, | |
| "grad_norm": 4.666262149810791, | |
| "learning_rate": 1.6939890710382514e-05, | |
| "loss": 0.7416, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.12325390304026294, | |
| "grad_norm": 3.8794476985931396, | |
| "learning_rate": 2.03551912568306e-05, | |
| "loss": 0.746, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.1437962202136401, | |
| "grad_norm": 8.589350700378418, | |
| "learning_rate": 2.377049180327869e-05, | |
| "loss": 0.6762, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.16433853738701726, | |
| "grad_norm": 6.607258319854736, | |
| "learning_rate": 2.718579234972678e-05, | |
| "loss": 0.8163, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.1848808545603944, | |
| "grad_norm": 4.876005172729492, | |
| "learning_rate": 3.0601092896174864e-05, | |
| "loss": 0.7367, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 0.20542317173377156, | |
| "grad_norm": 5.488433361053467, | |
| "learning_rate": 3.387978142076503e-05, | |
| "loss": 0.7825, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.22596548890714874, | |
| "grad_norm": 5.337741851806641, | |
| "learning_rate": 3.729508196721312e-05, | |
| "loss": 0.7578, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 0.2465078060805259, | |
| "grad_norm": 4.779869079589844, | |
| "learning_rate": 4.07103825136612e-05, | |
| "loss": 0.7796, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.26705012325390304, | |
| "grad_norm": 10.677047729492188, | |
| "learning_rate": 4.412568306010929e-05, | |
| "loss": 0.78, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 0.2875924404272802, | |
| "grad_norm": 8.01126766204834, | |
| "learning_rate": 4.754098360655738e-05, | |
| "loss": 0.8134, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.30813475760065734, | |
| "grad_norm": 4.4165263175964355, | |
| "learning_rate": 4.9893455098934556e-05, | |
| "loss": 0.7755, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 0.3286770747740345, | |
| "grad_norm": 6.150760650634766, | |
| "learning_rate": 4.951293759512938e-05, | |
| "loss": 0.7532, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.3492193919474117, | |
| "grad_norm": 5.5157341957092285, | |
| "learning_rate": 4.9132420091324204e-05, | |
| "loss": 0.8006, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 0.3697617091207888, | |
| "grad_norm": 5.472987174987793, | |
| "learning_rate": 4.875190258751903e-05, | |
| "loss": 0.7316, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.390304026294166, | |
| "grad_norm": 5.641602039337158, | |
| "learning_rate": 4.837138508371385e-05, | |
| "loss": 0.7612, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 0.4108463434675431, | |
| "grad_norm": 8.425959587097168, | |
| "learning_rate": 4.799086757990868e-05, | |
| "loss": 0.7982, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.4313886606409203, | |
| "grad_norm": 4.366255283355713, | |
| "learning_rate": 4.76103500761035e-05, | |
| "loss": 0.7686, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 0.4519309778142975, | |
| "grad_norm": 5.278375148773193, | |
| "learning_rate": 4.7229832572298326e-05, | |
| "loss": 0.8059, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.4724732949876746, | |
| "grad_norm": 4.964376926422119, | |
| "learning_rate": 4.684931506849316e-05, | |
| "loss": 0.7684, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 0.4930156121610518, | |
| "grad_norm": 6.820468902587891, | |
| "learning_rate": 4.6468797564687975e-05, | |
| "loss": 0.7901, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.5135579293344289, | |
| "grad_norm": 7.251264572143555, | |
| "learning_rate": 4.6088280060882806e-05, | |
| "loss": 0.7791, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 0.5341002465078061, | |
| "grad_norm": 7.436245441436768, | |
| "learning_rate": 4.5707762557077624e-05, | |
| "loss": 0.7577, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 0.5546425636811833, | |
| "grad_norm": 13.443830490112305, | |
| "learning_rate": 4.5327245053272455e-05, | |
| "loss": 0.7666, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 0.5751848808545604, | |
| "grad_norm": 5.962008476257324, | |
| "learning_rate": 4.494672754946728e-05, | |
| "loss": 0.7564, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.5957271980279375, | |
| "grad_norm": 3.0770370960235596, | |
| "learning_rate": 4.4566210045662104e-05, | |
| "loss": 0.7902, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 0.6162695152013147, | |
| "grad_norm": 8.193988800048828, | |
| "learning_rate": 4.418569254185693e-05, | |
| "loss": 0.7324, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 0.6368118323746919, | |
| "grad_norm": 8.510249137878418, | |
| "learning_rate": 4.380517503805175e-05, | |
| "loss": 0.7407, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 0.657354149548069, | |
| "grad_norm": 6.3070220947265625, | |
| "learning_rate": 4.342465753424658e-05, | |
| "loss": 0.7819, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.6778964667214462, | |
| "grad_norm": 6.479777812957764, | |
| "learning_rate": 4.30441400304414e-05, | |
| "loss": 0.7746, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 0.6984387838948234, | |
| "grad_norm": 6.115039348602295, | |
| "learning_rate": 4.2663622526636226e-05, | |
| "loss": 0.7146, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 0.7189811010682005, | |
| "grad_norm": 9.666036605834961, | |
| "learning_rate": 4.228310502283106e-05, | |
| "loss": 0.8091, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 0.7395234182415776, | |
| "grad_norm": 5.502596378326416, | |
| "learning_rate": 4.1902587519025875e-05, | |
| "loss": 0.7606, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.7600657354149548, | |
| "grad_norm": 3.2978105545043945, | |
| "learning_rate": 4.1522070015220706e-05, | |
| "loss": 0.787, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 0.780608052588332, | |
| "grad_norm": 4.256566524505615, | |
| "learning_rate": 4.114155251141552e-05, | |
| "loss": 0.7761, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 0.8011503697617092, | |
| "grad_norm": 8.732786178588867, | |
| "learning_rate": 4.0761035007610354e-05, | |
| "loss": 0.7634, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 0.8216926869350862, | |
| "grad_norm": 7.156558036804199, | |
| "learning_rate": 4.038051750380518e-05, | |
| "loss": 0.6841, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.8422350041084634, | |
| "grad_norm": 5.490506172180176, | |
| "learning_rate": 4e-05, | |
| "loss": 0.7983, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 0.8627773212818406, | |
| "grad_norm": 5.703302383422852, | |
| "learning_rate": 3.961948249619483e-05, | |
| "loss": 0.7687, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 0.8833196384552178, | |
| "grad_norm": 4.977391242980957, | |
| "learning_rate": 3.923896499238965e-05, | |
| "loss": 0.7807, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 0.903861955628595, | |
| "grad_norm": 5.148677349090576, | |
| "learning_rate": 3.8858447488584476e-05, | |
| "loss": 0.7592, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 0.924404272801972, | |
| "grad_norm": 3.742412805557251, | |
| "learning_rate": 3.84779299847793e-05, | |
| "loss": 0.7896, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 0.9449465899753492, | |
| "grad_norm": 7.102028846740723, | |
| "learning_rate": 3.8097412480974125e-05, | |
| "loss": 0.7355, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 0.9654889071487264, | |
| "grad_norm": 8.146830558776855, | |
| "learning_rate": 3.7716894977168956e-05, | |
| "loss": 0.7436, | |
| "step": 1175 | |
| }, | |
| { | |
| "epoch": 0.9860312243221035, | |
| "grad_norm": 6.869138240814209, | |
| "learning_rate": 3.7336377473363774e-05, | |
| "loss": 0.8159, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6762560361656221, | |
| "eval_f1_macro": 0.4664785690298885, | |
| "eval_f1_micro": 0.6762560361656221, | |
| "eval_f1_weighted": 0.6508483272042555, | |
| "eval_loss": 0.8255903124809265, | |
| "eval_precision_macro": 0.5211296463695433, | |
| "eval_precision_micro": 0.6762560361656221, | |
| "eval_precision_weighted": 0.6496572452074998, | |
| "eval_recall_macro": 0.4850420718640266, | |
| "eval_recall_micro": 0.6762560361656221, | |
| "eval_recall_weighted": 0.6762560361656221, | |
| "eval_runtime": 61.9536, | |
| "eval_samples_per_second": 157.101, | |
| "eval_steps_per_second": 2.47, | |
| "step": 1217 | |
| } | |
| ], | |
| "logging_steps": 25, | |
| "max_steps": 3651, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "early_stopping_threshold": 0.01 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 0 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.8146751147933696e+16, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |