{ "best_metric": 0.014622623100876808, "best_model_checkpoint": "./vit-base-beans/checkpoint-200", "epoch": 4.0, "eval_steps": 100, "global_step": 260, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.15, "learning_rate": 0.00019230769230769233, "loss": 0.9525, "step": 10 }, { "epoch": 0.31, "learning_rate": 0.00018461538461538463, "loss": 0.3925, "step": 20 }, { "epoch": 0.46, "learning_rate": 0.00017692307692307693, "loss": 0.2981, "step": 30 }, { "epoch": 0.62, "learning_rate": 0.00016923076923076923, "loss": 0.2465, "step": 40 }, { "epoch": 0.77, "learning_rate": 0.00016153846153846155, "loss": 0.2483, "step": 50 }, { "epoch": 0.92, "learning_rate": 0.00015384615384615385, "loss": 0.2612, "step": 60 }, { "epoch": 1.08, "learning_rate": 0.00014615384615384615, "loss": 0.1489, "step": 70 }, { "epoch": 1.23, "learning_rate": 0.00013846153846153847, "loss": 0.1693, "step": 80 }, { "epoch": 1.38, "learning_rate": 0.00013076923076923077, "loss": 0.0697, "step": 90 }, { "epoch": 1.54, "learning_rate": 0.0001230769230769231, "loss": 0.1021, "step": 100 }, { "epoch": 1.54, "eval_accuracy": 0.9774436090225563, "eval_loss": 0.06875094026327133, "eval_runtime": 1.9823, "eval_samples_per_second": 67.094, "eval_steps_per_second": 8.576, "step": 100 }, { "epoch": 1.69, "learning_rate": 0.00011538461538461538, "loss": 0.0878, "step": 110 }, { "epoch": 1.85, "learning_rate": 0.0001076923076923077, "loss": 0.0774, "step": 120 }, { "epoch": 2.0, "learning_rate": 0.0001, "loss": 0.0319, "step": 130 }, { "epoch": 2.15, "learning_rate": 9.230769230769232e-05, "loss": 0.0442, "step": 140 }, { "epoch": 2.31, "learning_rate": 8.461538461538461e-05, "loss": 0.0208, "step": 150 }, { "epoch": 2.46, "learning_rate": 7.692307692307693e-05, "loss": 0.0301, "step": 160 }, { "epoch": 2.62, "learning_rate": 6.923076923076924e-05, "loss": 0.0547, "step": 170 }, { "epoch": 2.77, "learning_rate": 6.153846153846155e-05, "loss": 0.0154, "step": 180 }, { "epoch": 2.92, "learning_rate": 5.384615384615385e-05, "loss": 0.0232, "step": 190 }, { "epoch": 3.08, "learning_rate": 4.615384615384616e-05, "loss": 0.0438, "step": 200 }, { "epoch": 3.08, "eval_accuracy": 1.0, "eval_loss": 0.014622623100876808, "eval_runtime": 1.967, "eval_samples_per_second": 67.614, "eval_steps_per_second": 8.642, "step": 200 }, { "epoch": 3.23, "learning_rate": 3.846153846153846e-05, "loss": 0.0177, "step": 210 }, { "epoch": 3.38, "learning_rate": 3.0769230769230774e-05, "loss": 0.013, "step": 220 }, { "epoch": 3.54, "learning_rate": 2.307692307692308e-05, "loss": 0.012, "step": 230 }, { "epoch": 3.69, "learning_rate": 1.5384615384615387e-05, "loss": 0.0118, "step": 240 }, { "epoch": 3.85, "learning_rate": 7.692307692307694e-06, "loss": 0.012, "step": 250 }, { "epoch": 4.0, "learning_rate": 0.0, "loss": 0.0119, "step": 260 }, { "epoch": 4.0, "step": 260, "total_flos": 3.205097416476426e+17, "train_loss": 0.13064475601109174, "train_runtime": 143.2696, "train_samples_per_second": 28.869, "train_steps_per_second": 1.815 } ], "logging_steps": 10, "max_steps": 260, "num_train_epochs": 4, "save_steps": 100, "total_flos": 3.205097416476426e+17, "trial_name": null, "trial_params": null }