{ "best_metric": 0.9036697247706422, "best_model_checkpoint": "distilbert-base-uncased-finetuned-sst2/run-0/checkpoint-4210", "epoch": 2.0, "eval_steps": 500, "global_step": 8420, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.1187648456057007, "grad_norm": 9.763530731201172, "learning_rate": 2.4130303407723998e-05, "loss": 0.3459, "step": 500 }, { "epoch": 0.2375296912114014, "grad_norm": 7.90731954574585, "learning_rate": 2.3543191402669885e-05, "loss": 0.2557, "step": 1000 }, { "epoch": 0.35629453681710216, "grad_norm": 7.188111305236816, "learning_rate": 2.2956079397615776e-05, "loss": 0.2242, "step": 1500 }, { "epoch": 0.4750593824228028, "grad_norm": 9.416199684143066, "learning_rate": 2.2368967392561663e-05, "loss": 0.2281, "step": 2000 }, { "epoch": 0.5938242280285035, "grad_norm": 6.982799053192139, "learning_rate": 2.1781855387507554e-05, "loss": 0.2196, "step": 2500 }, { "epoch": 0.7125890736342043, "grad_norm": 3.475909948348999, "learning_rate": 2.1194743382453438e-05, "loss": 0.199, "step": 3000 }, { "epoch": 0.831353919239905, "grad_norm": 18.930234909057617, "learning_rate": 2.0607631377399328e-05, "loss": 0.1988, "step": 3500 }, { "epoch": 0.9501187648456056, "grad_norm": 21.44248390197754, "learning_rate": 2.0020519372345215e-05, "loss": 0.1964, "step": 4000 }, { "epoch": 1.0, "eval_accuracy": 0.9036697247706422, "eval_loss": 0.279630184173584, "eval_runtime": 1.1981, "eval_samples_per_second": 727.831, "eval_steps_per_second": 45.907, "step": 4210 }, { "epoch": 1.0688836104513064, "grad_norm": 6.991998672485352, "learning_rate": 1.9433407367291103e-05, "loss": 0.1449, "step": 4500 }, { "epoch": 1.187648456057007, "grad_norm": 1.0682291984558105, "learning_rate": 1.8846295362236993e-05, "loss": 0.1307, "step": 5000 }, { "epoch": 1.3064133016627077, "grad_norm": 1.4475390911102295, "learning_rate": 1.825918335718288e-05, "loss": 0.1248, "step": 5500 }, { "epoch": 1.4251781472684084, "grad_norm": 0.4122050702571869, "learning_rate": 1.767207135212877e-05, "loss": 0.1288, "step": 6000 }, { "epoch": 1.5439429928741093, "grad_norm": 0.35570672154426575, "learning_rate": 1.7084959347074655e-05, "loss": 0.1353, "step": 6500 }, { "epoch": 1.66270783847981, "grad_norm": 0.9978006482124329, "learning_rate": 1.6497847342020545e-05, "loss": 0.1316, "step": 7000 }, { "epoch": 1.7814726840855108, "grad_norm": 7.568444728851318, "learning_rate": 1.5910735336966433e-05, "loss": 0.1363, "step": 7500 }, { "epoch": 1.9002375296912115, "grad_norm": 0.1252310872077942, "learning_rate": 1.532362333191232e-05, "loss": 0.1271, "step": 8000 }, { "epoch": 2.0, "eval_accuracy": 0.8887614678899083, "eval_loss": 0.37789419293403625, "eval_runtime": 1.2, "eval_samples_per_second": 726.651, "eval_steps_per_second": 45.832, "step": 8420 } ], "logging_steps": 500, "max_steps": 21050, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "total_flos": 1165689305437104.0, "train_batch_size": 16, "trial_name": null, "trial_params": { "learning_rate": 2.471741541277811e-05, "num_train_epochs": 5, "per_device_train_batch_size": 16, "seed": 27 } }