| { | |
| "best_global_step": 820, | |
| "best_metric": 0.6248087882995605, | |
| "best_model_checkpoint": "bert_base_km_50_v2_qnli/checkpoint-820", | |
| "epoch": 7.0, | |
| "eval_steps": 500, | |
| "global_step": 2870, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 1.7058974504470825, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.6636, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6209042650558302, | |
| "eval_loss": 0.6401111483573914, | |
| "eval_runtime": 3.4997, | |
| "eval_samples_per_second": 1560.972, | |
| "eval_steps_per_second": 6.286, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.7402713298797607, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.6252, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6512904997254256, | |
| "eval_loss": 0.6248087882995605, | |
| "eval_runtime": 3.481, | |
| "eval_samples_per_second": 1569.355, | |
| "eval_steps_per_second": 6.32, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 4.2072062492370605, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.5582, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.6360973823906279, | |
| "eval_loss": 0.6467459797859192, | |
| "eval_runtime": 3.4617, | |
| "eval_samples_per_second": 1578.12, | |
| "eval_steps_per_second": 6.355, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 4.934783935546875, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.4467, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6560497894929526, | |
| "eval_loss": 0.7168631553649902, | |
| "eval_runtime": 3.439, | |
| "eval_samples_per_second": 1588.549, | |
| "eval_steps_per_second": 6.397, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 6.266510963439941, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.3229, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.651473549331869, | |
| "eval_loss": 0.8077744841575623, | |
| "eval_runtime": 3.4441, | |
| "eval_samples_per_second": 1586.195, | |
| "eval_steps_per_second": 6.388, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 9.762896537780762, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.2249, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.647263408383672, | |
| "eval_loss": 0.9613845944404602, | |
| "eval_runtime": 3.4507, | |
| "eval_samples_per_second": 1583.144, | |
| "eval_steps_per_second": 6.375, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 13.420165061950684, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.1597, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.6450668131063518, | |
| "eval_loss": 1.1662894487380981, | |
| "eval_runtime": 3.4427, | |
| "eval_samples_per_second": 1586.817, | |
| "eval_steps_per_second": 6.39, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "step": 2870, | |
| "total_flos": 9.645664445050368e+16, | |
| "train_loss": 0.428730151877586, | |
| "train_runtime": 1213.5853, | |
| "train_samples_per_second": 4315.436, | |
| "train_steps_per_second": 16.892 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 20500, | |
| "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": 9.645664445050368e+16, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |