{ "best_metric": 0.6929702162742615, "best_model_checkpoint": "hBERTv2_qnli/checkpoint-3280", "epoch": 13.0, "global_step": 5330, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 4.9e-05, "loss": 0.6968, "step": 410 }, { "epoch": 1.0, "eval_accuracy": 0.5053999633900788, "eval_loss": 0.6952407360076904, "eval_runtime": 6.3931, "eval_samples_per_second": 854.51, "eval_steps_per_second": 3.441, "step": 410 }, { "epoch": 2.0, "learning_rate": 4.8e-05, "loss": 0.6943, "step": 820 }, { "epoch": 2.0, "eval_accuracy": 0.4946000366099213, "eval_loss": 0.6931500434875488, "eval_runtime": 6.373, "eval_samples_per_second": 857.211, "eval_steps_per_second": 3.452, "step": 820 }, { "epoch": 3.0, "learning_rate": 4.7e-05, "loss": 0.6937, "step": 1230 }, { "epoch": 3.0, "eval_accuracy": 0.5053999633900788, "eval_loss": 0.6933012008666992, "eval_runtime": 6.3501, "eval_samples_per_second": 860.304, "eval_steps_per_second": 3.465, "step": 1230 }, { "epoch": 4.0, "learning_rate": 4.600000000000001e-05, "loss": 0.6934, "step": 1640 }, { "epoch": 4.0, "eval_accuracy": 0.5053999633900788, "eval_loss": 0.6930809617042542, "eval_runtime": 6.372, "eval_samples_per_second": 857.351, "eval_steps_per_second": 3.453, "step": 1640 }, { "epoch": 5.0, "learning_rate": 4.5e-05, "loss": 0.6934, "step": 2050 }, { "epoch": 5.0, "eval_accuracy": 0.5053999633900788, "eval_loss": 0.6931115388870239, "eval_runtime": 6.375, "eval_samples_per_second": 856.943, "eval_steps_per_second": 3.451, "step": 2050 }, { "epoch": 6.0, "learning_rate": 4.4000000000000006e-05, "loss": 0.6933, "step": 2460 }, { "epoch": 6.0, "eval_accuracy": 0.5053999633900788, "eval_loss": 0.6930229663848877, "eval_runtime": 6.349, "eval_samples_per_second": 860.452, "eval_steps_per_second": 3.465, "step": 2460 }, { "epoch": 7.0, "learning_rate": 4.3e-05, "loss": 0.6933, "step": 2870 }, { "epoch": 7.0, "eval_accuracy": 0.5053999633900788, "eval_loss": 0.6931431889533997, "eval_runtime": 6.3713, "eval_samples_per_second": 857.434, "eval_steps_per_second": 3.453, "step": 2870 }, { "epoch": 8.0, "learning_rate": 4.2e-05, "loss": 0.6932, "step": 3280 }, { "epoch": 8.0, "eval_accuracy": 0.5053999633900788, "eval_loss": 0.6929702162742615, "eval_runtime": 6.3689, "eval_samples_per_second": 857.766, "eval_steps_per_second": 3.454, "step": 3280 }, { "epoch": 9.0, "learning_rate": 4.1e-05, "loss": 0.6932, "step": 3690 }, { "epoch": 9.0, "eval_accuracy": 0.4946000366099213, "eval_loss": 0.6933699250221252, "eval_runtime": 6.3817, "eval_samples_per_second": 856.035, "eval_steps_per_second": 3.447, "step": 3690 }, { "epoch": 10.0, "learning_rate": 4e-05, "loss": 0.6932, "step": 4100 }, { "epoch": 10.0, "eval_accuracy": 0.5053999633900788, "eval_loss": 0.6930176615715027, "eval_runtime": 6.3795, "eval_samples_per_second": 856.338, "eval_steps_per_second": 3.449, "step": 4100 }, { "epoch": 11.0, "learning_rate": 3.9000000000000006e-05, "loss": 0.6932, "step": 4510 }, { "epoch": 11.0, "eval_accuracy": 0.4946000366099213, "eval_loss": 0.6931337118148804, "eval_runtime": 6.3738, "eval_samples_per_second": 857.109, "eval_steps_per_second": 3.452, "step": 4510 }, { "epoch": 12.0, "learning_rate": 3.8e-05, "loss": 0.6933, "step": 4920 }, { "epoch": 12.0, "eval_accuracy": 0.4946000366099213, "eval_loss": 0.6934068202972412, "eval_runtime": 6.3622, "eval_samples_per_second": 858.665, "eval_steps_per_second": 3.458, "step": 4920 }, { "epoch": 13.0, "learning_rate": 3.7e-05, "loss": 0.6932, "step": 5330 }, { "epoch": 13.0, "eval_accuracy": 0.4946000366099213, "eval_loss": 0.6931495070457458, "eval_runtime": 6.3927, "eval_samples_per_second": 854.572, "eval_steps_per_second": 3.441, "step": 5330 }, { "epoch": 13.0, "step": 5330, "total_flos": 1.6959930780719514e+17, "train_loss": 0.6936567925601694, "train_runtime": 4977.7257, "train_samples_per_second": 1052.117, "train_steps_per_second": 4.118 } ], "max_steps": 20500, "num_train_epochs": 50, "total_flos": 1.6959930780719514e+17, "trial_name": null, "trial_params": null }