{ "best_metric": 0.5948036909103394, "best_model_checkpoint": "tiny_bert_km_50_v1_mrpc/checkpoint-60", "epoch": 9.0, "eval_steps": 500, "global_step": 135, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.7772509455680847, "learning_rate": 4.9e-05, "loss": 0.6321, "step": 15 }, { "epoch": 1.0, "eval_accuracy": 0.696078431372549, "eval_combined_score": 0.7523602033405955, "eval_f1": 0.808641975308642, "eval_loss": 0.6045879125595093, "eval_runtime": 0.2802, "eval_samples_per_second": 1456.004, "eval_steps_per_second": 7.137, "step": 15 }, { "epoch": 2.0, "grad_norm": 1.1948821544647217, "learning_rate": 4.8e-05, "loss": 0.5989, "step": 30 }, { "epoch": 2.0, "eval_accuracy": 0.6936274509803921, "eval_combined_score": 0.7539459691751886, "eval_f1": 0.8142644873699851, "eval_loss": 0.6042695641517639, "eval_runtime": 0.1803, "eval_samples_per_second": 2263.398, "eval_steps_per_second": 11.095, "step": 30 }, { "epoch": 3.0, "grad_norm": 0.9500348567962646, "learning_rate": 4.7e-05, "loss": 0.5748, "step": 45 }, { "epoch": 3.0, "eval_accuracy": 0.7009803921568627, "eval_combined_score": 0.7597163865546218, "eval_f1": 0.8184523809523809, "eval_loss": 0.5988913774490356, "eval_runtime": 0.1664, "eval_samples_per_second": 2452.036, "eval_steps_per_second": 12.02, "step": 45 }, { "epoch": 4.0, "grad_norm": 1.1909563541412354, "learning_rate": 4.600000000000001e-05, "loss": 0.5524, "step": 60 }, { "epoch": 4.0, "eval_accuracy": 0.7034313725490197, "eval_combined_score": 0.7587817385018524, "eval_f1": 0.8141321044546851, "eval_loss": 0.5948036909103394, "eval_runtime": 0.1699, "eval_samples_per_second": 2400.82, "eval_steps_per_second": 11.769, "step": 60 }, { "epoch": 5.0, "grad_norm": 1.895203948020935, "learning_rate": 4.5e-05, "loss": 0.5052, "step": 75 }, { "epoch": 5.0, "eval_accuracy": 0.6936274509803921, "eval_combined_score": 0.7435079403662291, "eval_f1": 0.7933884297520661, "eval_loss": 0.6062532067298889, "eval_runtime": 0.1685, "eval_samples_per_second": 2420.962, "eval_steps_per_second": 11.867, "step": 75 }, { "epoch": 6.0, "grad_norm": 1.7124041318893433, "learning_rate": 4.4000000000000006e-05, "loss": 0.4327, "step": 90 }, { "epoch": 6.0, "eval_accuracy": 0.6887254901960784, "eval_combined_score": 0.7331543387933106, "eval_f1": 0.7775831873905429, "eval_loss": 0.6554005742073059, "eval_runtime": 0.1673, "eval_samples_per_second": 2438.775, "eval_steps_per_second": 11.955, "step": 90 }, { "epoch": 7.0, "grad_norm": 4.20126485824585, "learning_rate": 4.3e-05, "loss": 0.3584, "step": 105 }, { "epoch": 7.0, "eval_accuracy": 0.7058823529411765, "eval_combined_score": 0.7491349480968859, "eval_f1": 0.7923875432525952, "eval_loss": 0.7306780815124512, "eval_runtime": 0.1743, "eval_samples_per_second": 2341.225, "eval_steps_per_second": 11.477, "step": 105 }, { "epoch": 8.0, "grad_norm": 2.7051854133605957, "learning_rate": 4.2e-05, "loss": 0.258, "step": 120 }, { "epoch": 8.0, "eval_accuracy": 0.6936274509803921, "eval_combined_score": 0.7396096088521171, "eval_f1": 0.7855917667238422, "eval_loss": 0.8255677819252014, "eval_runtime": 0.213, "eval_samples_per_second": 1915.555, "eval_steps_per_second": 9.39, "step": 120 }, { "epoch": 9.0, "grad_norm": 3.029175043106079, "learning_rate": 4.1e-05, "loss": 0.1754, "step": 135 }, { "epoch": 9.0, "eval_accuracy": 0.6764705882352942, "eval_combined_score": 0.7191017201104268, "eval_f1": 0.7617328519855595, "eval_loss": 0.9982824921607971, "eval_runtime": 0.1727, "eval_samples_per_second": 2362.799, "eval_steps_per_second": 11.582, "step": 135 }, { "epoch": 9.0, "step": 135, "total_flos": 865692760633344.0, "train_loss": 0.4542141667118779, "train_runtime": 31.7437, "train_samples_per_second": 5777.517, "train_steps_per_second": 23.627 } ], "logging_steps": 1, "max_steps": 750, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 500, "total_flos": 865692760633344.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }