| { | |
| "best_global_step": 4602, | |
| "best_metric": 0.7321322560310364, | |
| "best_model_checkpoint": "bert_base_km_5_v2_mnli/checkpoint-4602", | |
| "epoch": 8.0, | |
| "eval_steps": 500, | |
| "global_step": 12272, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 1.838555932044983, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.9698, | |
| "step": 1534 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.602445236882323, | |
| "eval_loss": 0.88103848695755, | |
| "eval_runtime": 6.1863, | |
| "eval_samples_per_second": 1586.562, | |
| "eval_steps_per_second": 6.304, | |
| "step": 1534 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.7681314945220947, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.8146, | |
| "step": 3068 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6581762608252675, | |
| "eval_loss": 0.7751404643058777, | |
| "eval_runtime": 6.1214, | |
| "eval_samples_per_second": 1603.403, | |
| "eval_steps_per_second": 6.371, | |
| "step": 3068 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.8645142316818237, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.7087, | |
| "step": 4602 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.6837493632195619, | |
| "eval_loss": 0.7321322560310364, | |
| "eval_runtime": 6.2815, | |
| "eval_samples_per_second": 1562.515, | |
| "eval_steps_per_second": 6.209, | |
| "step": 4602 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 2.204162836074829, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.6219, | |
| "step": 6136 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6838512480896587, | |
| "eval_loss": 0.7466456890106201, | |
| "eval_runtime": 6.1611, | |
| "eval_samples_per_second": 1593.064, | |
| "eval_steps_per_second": 6.33, | |
| "step": 6136 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 2.40364408493042, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.5372, | |
| "step": 7670 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.6897605705552725, | |
| "eval_loss": 0.7687764763832092, | |
| "eval_runtime": 6.2669, | |
| "eval_samples_per_second": 1566.158, | |
| "eval_steps_per_second": 6.223, | |
| "step": 7670 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 3.0168914794921875, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.4493, | |
| "step": 9204 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.6916963830871116, | |
| "eval_loss": 0.8502929210662842, | |
| "eval_runtime": 6.196, | |
| "eval_samples_per_second": 1584.08, | |
| "eval_steps_per_second": 6.294, | |
| "step": 9204 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 3.2449002265930176, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.3668, | |
| "step": 10738 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.689556800815079, | |
| "eval_loss": 0.9104171395301819, | |
| "eval_runtime": 6.2266, | |
| "eval_samples_per_second": 1576.309, | |
| "eval_steps_per_second": 6.263, | |
| "step": 10738 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 4.044001579284668, | |
| "learning_rate": 4.2e-05, | |
| "loss": 0.298, | |
| "step": 12272 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.6881304126337239, | |
| "eval_loss": 1.0464503765106201, | |
| "eval_runtime": 6.1342, | |
| "eval_samples_per_second": 1600.034, | |
| "eval_steps_per_second": 6.358, | |
| "step": 12272 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "step": 12272, | |
| "total_flos": 4.133006614744842e+17, | |
| "train_loss": 0.5957969854521472, | |
| "train_runtime": 5091.5013, | |
| "train_samples_per_second": 3856.446, | |
| "train_steps_per_second": 15.064 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 76700, | |
| "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": 4.133006614744842e+17, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |