{ "best_metric": 64.09577177789099, "best_model_checkpoint": "outputs/bert-tiny/read/mnli_21/checkpoint-36816", "epoch": 3.0, "global_step": 36816, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.04, "learning_rate": 1.9728378965667103e-05, "loss": 2.1872, "step": 500 }, { "epoch": 0.08, "learning_rate": 1.9456757931334205e-05, "loss": 2.1413, "step": 1000 }, { "epoch": 0.12, "learning_rate": 1.9185136897001307e-05, "loss": 2.1019, "step": 1500 }, { "epoch": 0.16, "learning_rate": 1.8913515862668405e-05, "loss": 2.0862, "step": 2000 }, { "epoch": 0.2, "learning_rate": 1.8641894828335507e-05, "loss": 2.0576, "step": 2500 }, { "epoch": 0.24, "learning_rate": 1.837027379400261e-05, "loss": 2.0436, "step": 3000 }, { "epoch": 0.29, "learning_rate": 1.809865275966971e-05, "loss": 2.034, "step": 3500 }, { "epoch": 0.33, "learning_rate": 1.7827031725336812e-05, "loss": 2.019, "step": 4000 }, { "epoch": 0.37, "learning_rate": 1.7555410691003914e-05, "loss": 2.0084, "step": 4500 }, { "epoch": 0.41, "learning_rate": 1.7283789656671015e-05, "loss": 2.0018, "step": 5000 }, { "epoch": 0.45, "learning_rate": 1.7012168622338114e-05, "loss": 2.0029, "step": 5500 }, { "epoch": 0.49, "learning_rate": 1.6740547588005215e-05, "loss": 1.989, "step": 6000 }, { "epoch": 0.53, "learning_rate": 1.6468926553672317e-05, "loss": 1.9798, "step": 6500 }, { "epoch": 0.57, "learning_rate": 1.619730551933942e-05, "loss": 1.9742, "step": 7000 }, { "epoch": 0.61, "learning_rate": 1.592568448500652e-05, "loss": 1.9632, "step": 7500 }, { "epoch": 0.65, "learning_rate": 1.5654063450673622e-05, "loss": 1.9637, "step": 8000 }, { "epoch": 0.69, "learning_rate": 1.5382442416340724e-05, "loss": 1.9591, "step": 8500 }, { "epoch": 0.73, "learning_rate": 1.5110821382007822e-05, "loss": 1.9525, "step": 9000 }, { "epoch": 0.77, "learning_rate": 1.4839200347674924e-05, "loss": 1.9593, "step": 9500 }, { "epoch": 0.81, "learning_rate": 1.4567579313342026e-05, "loss": 1.9482, "step": 10000 }, { "epoch": 0.86, "learning_rate": 1.4295958279009128e-05, "loss": 1.9417, "step": 10500 }, { "epoch": 0.9, "learning_rate": 1.402433724467623e-05, "loss": 1.9388, "step": 11000 }, { "epoch": 0.94, "learning_rate": 1.3752716210343331e-05, "loss": 1.9328, "step": 11500 }, { "epoch": 0.98, "learning_rate": 1.3481095176010431e-05, "loss": 1.9329, "step": 12000 }, { "epoch": 1.0, "eval_accuracy": 62.373917473255226, "eval_combined_score": 62.373917473255226, "eval_loss": 0.8411945104598999, "eval_runtime": 23.4695, "eval_samples_per_second": 418.202, "eval_steps_per_second": 1.662, "step": 12272 }, { "epoch": 1.02, "learning_rate": 1.3209474141677531e-05, "loss": 1.9266, "step": 12500 }, { "epoch": 1.06, "learning_rate": 1.2937853107344633e-05, "loss": 1.9146, "step": 13000 }, { "epoch": 1.1, "learning_rate": 1.2666232073011735e-05, "loss": 1.9165, "step": 13500 }, { "epoch": 1.14, "learning_rate": 1.2394611038678836e-05, "loss": 1.9147, "step": 14000 }, { "epoch": 1.18, "learning_rate": 1.2122990004345938e-05, "loss": 1.9127, "step": 14500 }, { "epoch": 1.22, "learning_rate": 1.185136897001304e-05, "loss": 1.9101, "step": 15000 }, { "epoch": 1.26, "learning_rate": 1.157974793568014e-05, "loss": 1.8977, "step": 15500 }, { "epoch": 1.3, "learning_rate": 1.130812690134724e-05, "loss": 1.8576, "step": 16000 }, { "epoch": 1.34, "learning_rate": 1.1036505867014341e-05, "loss": 1.8791, "step": 16500 }, { "epoch": 1.39, "learning_rate": 1.0764884832681443e-05, "loss": 1.8755, "step": 17000 }, { "epoch": 1.43, "learning_rate": 1.0493263798348545e-05, "loss": 1.8575, "step": 17500 }, { "epoch": 1.47, "learning_rate": 1.0221642764015647e-05, "loss": 1.8536, "step": 18000 }, { "epoch": 1.51, "learning_rate": 9.950021729682747e-06, "loss": 1.8556, "step": 18500 }, { "epoch": 1.55, "learning_rate": 9.678400695349848e-06, "loss": 1.8432, "step": 19000 }, { "epoch": 1.59, "learning_rate": 9.40677966101695e-06, "loss": 1.8495, "step": 19500 }, { "epoch": 1.63, "learning_rate": 9.13515862668405e-06, "loss": 1.845, "step": 20000 }, { "epoch": 1.67, "learning_rate": 8.863537592351152e-06, "loss": 1.8483, "step": 20500 }, { "epoch": 1.71, "learning_rate": 8.591916558018254e-06, "loss": 1.8372, "step": 21000 }, { "epoch": 1.75, "learning_rate": 8.320295523685355e-06, "loss": 1.8484, "step": 21500 }, { "epoch": 1.79, "learning_rate": 8.048674489352455e-06, "loss": 1.8429, "step": 22000 }, { "epoch": 1.83, "learning_rate": 7.777053455019557e-06, "loss": 1.8306, "step": 22500 }, { "epoch": 1.87, "learning_rate": 7.505432420686659e-06, "loss": 1.8354, "step": 23000 }, { "epoch": 1.91, "learning_rate": 7.23381138635376e-06, "loss": 1.8139, "step": 23500 }, { "epoch": 1.96, "learning_rate": 6.962190352020861e-06, "loss": 1.8239, "step": 24000 }, { "epoch": 2.0, "learning_rate": 6.690569317687963e-06, "loss": 1.8289, "step": 24500 }, { "epoch": 2.0, "eval_accuracy": 63.65766683647478, "eval_combined_score": 63.65766683647478, "eval_loss": 0.8267493844032288, "eval_runtime": 21.3482, "eval_samples_per_second": 459.757, "eval_steps_per_second": 1.827, "step": 24544 }, { "epoch": 2.04, "learning_rate": 6.418948283355063e-06, "loss": 1.8174, "step": 25000 }, { "epoch": 2.08, "learning_rate": 6.147327249022165e-06, "loss": 1.8226, "step": 25500 }, { "epoch": 2.12, "learning_rate": 5.8757062146892665e-06, "loss": 1.7959, "step": 26000 }, { "epoch": 2.16, "learning_rate": 5.6040851803563665e-06, "loss": 1.8105, "step": 26500 }, { "epoch": 2.2, "learning_rate": 5.332464146023468e-06, "loss": 1.8114, "step": 27000 }, { "epoch": 2.24, "learning_rate": 5.06084311169057e-06, "loss": 1.8027, "step": 27500 }, { "epoch": 2.28, "learning_rate": 4.789222077357671e-06, "loss": 1.8094, "step": 28000 }, { "epoch": 2.32, "learning_rate": 4.5176010430247726e-06, "loss": 1.81, "step": 28500 }, { "epoch": 2.36, "learning_rate": 4.2459800086918734e-06, "loss": 1.8028, "step": 29000 }, { "epoch": 2.4, "learning_rate": 3.974358974358974e-06, "loss": 1.7966, "step": 29500 }, { "epoch": 2.44, "learning_rate": 3.702737940026076e-06, "loss": 1.8043, "step": 30000 }, { "epoch": 2.49, "learning_rate": 3.431116905693177e-06, "loss": 1.8021, "step": 30500 }, { "epoch": 2.53, "learning_rate": 3.1594958713602786e-06, "loss": 1.7999, "step": 31000 }, { "epoch": 2.57, "learning_rate": 2.8878748370273795e-06, "loss": 1.7899, "step": 31500 }, { "epoch": 2.61, "learning_rate": 2.6162538026944812e-06, "loss": 1.8039, "step": 32000 }, { "epoch": 2.65, "learning_rate": 2.344632768361582e-06, "loss": 1.7887, "step": 32500 }, { "epoch": 2.69, "learning_rate": 2.0730117340286834e-06, "loss": 1.7902, "step": 33000 }, { "epoch": 2.73, "learning_rate": 1.8013906996957845e-06, "loss": 1.8093, "step": 33500 }, { "epoch": 2.77, "learning_rate": 1.5297696653628858e-06, "loss": 1.8069, "step": 34000 }, { "epoch": 2.81, "learning_rate": 1.258148631029987e-06, "loss": 1.7928, "step": 34500 }, { "epoch": 2.85, "learning_rate": 9.865275966970884e-07, "loss": 1.7864, "step": 35000 }, { "epoch": 2.89, "learning_rate": 7.149065623641896e-07, "loss": 1.7978, "step": 35500 }, { "epoch": 2.93, "learning_rate": 4.432855280312908e-07, "loss": 1.8001, "step": 36000 }, { "epoch": 2.97, "learning_rate": 1.7166449369839202e-07, "loss": 1.8115, "step": 36500 }, { "epoch": 3.0, "eval_accuracy": 64.09577177789099, "eval_combined_score": 64.09577177789099, "eval_loss": 0.8214038610458374, "eval_runtime": 20.5305, "eval_samples_per_second": 478.07, "eval_steps_per_second": 1.9, "step": 36816 }, { "epoch": 3.0, "step": 36816, "total_flos": 0.0, "train_loss": 1.8895709598546233, "train_runtime": 3349.1082, "train_samples_per_second": 351.767, "train_steps_per_second": 10.993 } ], "max_steps": 36816, "num_train_epochs": 3, "total_flos": 0.0, "trial_name": null, "trial_params": null }