| { | |
| "best_global_step": 20, | |
| "best_metric": 0.7143642902374268, | |
| "best_model_checkpoint": "bert_base_km_20_v1_rte/checkpoint-20", | |
| "epoch": 7.0, | |
| "eval_steps": 500, | |
| "global_step": 70, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 1.6082864999771118, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.7172, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.45126353790613716, | |
| "eval_loss": 0.7190461158752441, | |
| "eval_runtime": 0.2048, | |
| "eval_samples_per_second": 1352.543, | |
| "eval_steps_per_second": 9.766, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.069560170173645, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.6658, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.48736462093862815, | |
| "eval_loss": 0.7143642902374268, | |
| "eval_runtime": 0.1966, | |
| "eval_samples_per_second": 1408.66, | |
| "eval_steps_per_second": 10.171, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.088363766670227, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.6169, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.48375451263537905, | |
| "eval_loss": 0.7388594150543213, | |
| "eval_runtime": 0.2029, | |
| "eval_samples_per_second": 1365.048, | |
| "eval_steps_per_second": 9.856, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 1.4970088005065918, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.5307, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.49458483754512633, | |
| "eval_loss": 0.7875006794929504, | |
| "eval_runtime": 0.1976, | |
| "eval_samples_per_second": 1401.985, | |
| "eval_steps_per_second": 10.123, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 2.31677508354187, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.4009, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.4657039711191336, | |
| "eval_loss": 0.947138249874115, | |
| "eval_runtime": 0.2288, | |
| "eval_samples_per_second": 1210.554, | |
| "eval_steps_per_second": 8.74, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 5.374250411987305, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.2719, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.48736462093862815, | |
| "eval_loss": 1.1685609817504883, | |
| "eval_runtime": 0.1915, | |
| "eval_samples_per_second": 1446.654, | |
| "eval_steps_per_second": 10.445, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 3.844560384750366, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.153, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.49458483754512633, | |
| "eval_loss": 1.4269626140594482, | |
| "eval_runtime": 0.1935, | |
| "eval_samples_per_second": 1431.625, | |
| "eval_steps_per_second": 10.337, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "step": 70, | |
| "total_flos": 2293012847462400.0, | |
| "train_loss": 0.47949272564479284, | |
| "train_runtime": 44.6997, | |
| "train_samples_per_second": 2785.254, | |
| "train_steps_per_second": 11.186 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 500, | |
| "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": 2293012847462400.0, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |