| { | |
| "best_global_step": 2844, | |
| "best_metric": 0.42420217394828796, | |
| "best_model_checkpoint": "tiny_bert_rand_50_v2_qqp/checkpoint-2844", | |
| "epoch": 7.0, | |
| "eval_steps": 500, | |
| "global_step": 9954, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 1.624103307723999, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.4957, | |
| "step": 1422 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7809300024734108, | |
| "eval_combined_score": 0.7270215614876743, | |
| "eval_f1": 0.6731131205019376, | |
| "eval_loss": 0.4535508453845978, | |
| "eval_runtime": 11.7106, | |
| "eval_samples_per_second": 3452.424, | |
| "eval_steps_per_second": 13.492, | |
| "step": 1422 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 2.412515163421631, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.4098, | |
| "step": 2844 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8002226069750186, | |
| "eval_combined_score": 0.7547840157117707, | |
| "eval_f1": 0.7093454244485228, | |
| "eval_loss": 0.42420217394828796, | |
| "eval_runtime": 11.4883, | |
| "eval_samples_per_second": 3519.22, | |
| "eval_steps_per_second": 13.753, | |
| "step": 2844 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 3.119178533554077, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.3539, | |
| "step": 4266 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8104377937175364, | |
| "eval_combined_score": 0.7727062749623714, | |
| "eval_f1": 0.7349747562072065, | |
| "eval_loss": 0.4246242642402649, | |
| "eval_runtime": 11.8603, | |
| "eval_samples_per_second": 3408.855, | |
| "eval_steps_per_second": 13.322, | |
| "step": 4266 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 2.7941720485687256, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.3091, | |
| "step": 5688 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8165718525847143, | |
| "eval_combined_score": 0.7736160635771687, | |
| "eval_f1": 0.730660274569623, | |
| "eval_loss": 0.435099333524704, | |
| "eval_runtime": 11.4817, | |
| "eval_samples_per_second": 3521.267, | |
| "eval_steps_per_second": 13.761, | |
| "step": 5688 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 2.839110851287842, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.272, | |
| "step": 7110 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8204303734850359, | |
| "eval_combined_score": 0.7880094232089871, | |
| "eval_f1": 0.7555884729329383, | |
| "eval_loss": 0.43761980533599854, | |
| "eval_runtime": 11.4705, | |
| "eval_samples_per_second": 3524.709, | |
| "eval_steps_per_second": 13.775, | |
| "step": 7110 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 2.09541654586792, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.2409, | |
| "step": 8532 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8220133564185012, | |
| "eval_combined_score": 0.7904060212406911, | |
| "eval_f1": 0.7587986860628813, | |
| "eval_loss": 0.4505470395088196, | |
| "eval_runtime": 11.4624, | |
| "eval_samples_per_second": 3527.198, | |
| "eval_steps_per_second": 13.784, | |
| "step": 8532 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 2.9798851013183594, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.2152, | |
| "step": 9954 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.8274795943606233, | |
| "eval_combined_score": 0.7946189856217504, | |
| "eval_f1": 0.7617583768828774, | |
| "eval_loss": 0.49352139234542847, | |
| "eval_runtime": 11.4875, | |
| "eval_samples_per_second": 3519.465, | |
| "eval_steps_per_second": 13.754, | |
| "step": 9954 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "step": 9954, | |
| "total_flos": 6.678940801217126e+16, | |
| "train_loss": 0.32807474441022455, | |
| "train_runtime": 1407.977, | |
| "train_samples_per_second": 12920.879, | |
| "train_steps_per_second": 50.498 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 71100, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "early_stopping_threshold": 0.0 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 5 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 6.678940801217126e+16, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |