{ "best_metric": 3.474938154220581, "best_model_checkpoint": "./TAPT_data-V2_Bioformer-16L_LR-0.0005/checkpoint-6090", "epoch": 10.0, "eval_steps": 500, "global_step": 6090, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 49.082210540771484, "learning_rate": 0.00047877358490566036, "loss": 2.9555, "step": 609 }, { "epoch": 1.0, "eval_loss": 3.884225845336914, "eval_runtime": 2.2953, "eval_samples_per_second": 847.372, "eval_steps_per_second": 53.151, "step": 609 }, { "epoch": 2.0, "grad_norm": 29.47579002380371, "learning_rate": 0.0004255765199161425, "loss": 3.4591, "step": 1218 }, { "epoch": 2.0, "eval_loss": 4.176673412322998, "eval_runtime": 2.3902, "eval_samples_per_second": 813.746, "eval_steps_per_second": 51.042, "step": 1218 }, { "epoch": 3.0, "grad_norm": 20.8883113861084, "learning_rate": 0.00037237945492662474, "loss": 3.3266, "step": 1827 }, { "epoch": 3.0, "eval_loss": 4.201623439788818, "eval_runtime": 2.3441, "eval_samples_per_second": 829.735, "eval_steps_per_second": 52.045, "step": 1827 }, { "epoch": 4.0, "grad_norm": 20.087749481201172, "learning_rate": 0.0003191823899371069, "loss": 3.0264, "step": 2436 }, { "epoch": 4.0, "eval_loss": 4.025837421417236, "eval_runtime": 2.1116, "eval_samples_per_second": 921.11, "eval_steps_per_second": 57.777, "step": 2436 }, { "epoch": 5.0, "grad_norm": 24.700023651123047, "learning_rate": 0.00026598532494758907, "loss": 2.7402, "step": 3045 }, { "epoch": 5.0, "eval_loss": 3.8213584423065186, "eval_runtime": 2.3843, "eval_samples_per_second": 815.767, "eval_steps_per_second": 51.169, "step": 3045 }, { "epoch": 6.0, "grad_norm": 21.42559051513672, "learning_rate": 0.00021278825995807126, "loss": 2.4781, "step": 3654 }, { "epoch": 6.0, "eval_loss": 3.810668706893921, "eval_runtime": 2.3336, "eval_samples_per_second": 833.486, "eval_steps_per_second": 52.28, "step": 3654 }, { "epoch": 7.0, "grad_norm": 20.396045684814453, "learning_rate": 0.00015959119496855345, "loss": 2.2409, "step": 4263 }, { "epoch": 7.0, "eval_loss": 3.685856819152832, "eval_runtime": 2.1403, "eval_samples_per_second": 908.742, "eval_steps_per_second": 57.001, "step": 4263 }, { "epoch": 8.0, "grad_norm": 18.948102951049805, "learning_rate": 0.00010639412997903563, "loss": 1.9816, "step": 4872 }, { "epoch": 8.0, "eval_loss": 3.6025681495666504, "eval_runtime": 2.1051, "eval_samples_per_second": 923.932, "eval_steps_per_second": 57.954, "step": 4872 }, { "epoch": 9.0, "grad_norm": 26.760536193847656, "learning_rate": 5.3197064989517815e-05, "loss": 1.7825, "step": 5481 }, { "epoch": 9.0, "eval_loss": 3.4999165534973145, "eval_runtime": 2.0996, "eval_samples_per_second": 926.384, "eval_steps_per_second": 58.107, "step": 5481 }, { "epoch": 10.0, "grad_norm": 25.620874404907227, "learning_rate": 0.0, "loss": 1.6141, "step": 6090 }, { "epoch": 10.0, "eval_loss": 3.474938154220581, "eval_runtime": 2.2881, "eval_samples_per_second": 850.053, "eval_steps_per_second": 53.32, "step": 6090 }, { "epoch": 10.0, "step": 6090, "total_flos": 1536221652235776.0, "train_loss": 2.5605053229872228, "train_runtime": 388.3929, "train_samples_per_second": 250.597, "train_steps_per_second": 15.68 } ], "logging_steps": 500, "max_steps": 6090, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1536221652235776.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }