| { | |
| "best_global_step": 820, | |
| "best_metric": 0.6360426545143127, | |
| "best_model_checkpoint": "bert_base_km_20_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": 1.8109616041183472, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.6649, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.628775398132894, | |
| "eval_loss": 0.6421313285827637, | |
| "eval_runtime": 3.4615, | |
| "eval_samples_per_second": 1578.236, | |
| "eval_steps_per_second": 6.356, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.7537949085235596, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.6275, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6421380194032583, | |
| "eval_loss": 0.6360426545143127, | |
| "eval_runtime": 3.4526, | |
| "eval_samples_per_second": 1582.295, | |
| "eval_steps_per_second": 6.372, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 2.509582996368408, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.5638, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.6313380926231008, | |
| "eval_loss": 0.6697062253952026, | |
| "eval_runtime": 3.4731, | |
| "eval_samples_per_second": 1572.931, | |
| "eval_steps_per_second": 6.334, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 4.651081562042236, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.4536, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6465312099578986, | |
| "eval_loss": 0.6980166435241699, | |
| "eval_runtime": 3.4663, | |
| "eval_samples_per_second": 1576.024, | |
| "eval_steps_per_second": 6.347, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 5.6104278564453125, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.3276, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.6423210690097017, | |
| "eval_loss": 0.8002541065216064, | |
| "eval_runtime": 3.4467, | |
| "eval_samples_per_second": 1584.977, | |
| "eval_steps_per_second": 6.383, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 9.524043083190918, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.2264, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.6353651839648545, | |
| "eval_loss": 0.9973970055580139, | |
| "eval_runtime": 3.4687, | |
| "eval_samples_per_second": 1574.955, | |
| "eval_steps_per_second": 6.342, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 9.233513832092285, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.1588, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.6368295808164013, | |
| "eval_loss": 1.213170051574707, | |
| "eval_runtime": 3.4569, | |
| "eval_samples_per_second": 1580.335, | |
| "eval_steps_per_second": 6.364, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "step": 2870, | |
| "total_flos": 9.645664445050368e+16, | |
| "train_loss": 0.4317959802075961, | |
| "train_runtime": 1214.1945, | |
| "train_samples_per_second": 4313.271, | |
| "train_steps_per_second": 16.884 | |
| } | |
| ], | |
| "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 | |
| } | |