{ "best_metric": 0.047731898725032806, "best_model_checkpoint": "./vit-base-beans/checkpoint-100", "epoch": 3.076923076923077, "global_step": 200, "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": 0.8385, "step": 10 }, { "epoch": 0.31, "learning_rate": 0.00018461538461538463, "loss": 0.3765, "step": 20 }, { "epoch": 0.46, "learning_rate": 0.00017692307692307693, "loss": 0.2731, "step": 30 }, { "epoch": 0.62, "learning_rate": 0.00016923076923076923, "loss": 0.2161, "step": 40 }, { "epoch": 0.77, "learning_rate": 0.00016153846153846155, "loss": 0.348, "step": 50 }, { "epoch": 0.92, "learning_rate": 0.00015384615384615385, "loss": 0.1593, "step": 60 }, { "epoch": 1.08, "learning_rate": 0.00014615384615384615, "loss": 0.113, "step": 70 }, { "epoch": 1.23, "learning_rate": 0.00013846153846153847, "loss": 0.0688, "step": 80 }, { "epoch": 1.38, "learning_rate": 0.00013076923076923077, "loss": 0.0705, "step": 90 }, { "epoch": 1.54, "learning_rate": 0.0001230769230769231, "loss": 0.0649, "step": 100 }, { "epoch": 1.54, "eval_accuracy": 0.9849624060150376, "eval_loss": 0.047731898725032806, "eval_runtime": 4.1552, "eval_samples_per_second": 32.008, "eval_steps_per_second": 4.091, "step": 100 }, { "epoch": 1.69, "learning_rate": 0.00011538461538461538, "loss": 0.0697, "step": 110 }, { "epoch": 1.85, "learning_rate": 0.0001076923076923077, "loss": 0.0381, "step": 120 }, { "epoch": 2.0, "learning_rate": 0.0001, "loss": 0.0638, "step": 130 }, { "epoch": 2.15, "learning_rate": 9.230769230769232e-05, "loss": 0.0556, "step": 140 }, { "epoch": 2.31, "learning_rate": 8.461538461538461e-05, "loss": 0.0159, "step": 150 }, { "epoch": 2.46, "learning_rate": 7.692307692307693e-05, "loss": 0.0201, "step": 160 }, { "epoch": 2.62, "learning_rate": 6.923076923076924e-05, "loss": 0.0463, "step": 170 }, { "epoch": 2.77, "learning_rate": 6.153846153846155e-05, "loss": 0.0344, "step": 180 }, { "epoch": 2.92, "learning_rate": 5.384615384615385e-05, "loss": 0.0356, "step": 190 }, { "epoch": 3.08, "learning_rate": 4.615384615384616e-05, "loss": 0.021, "step": 200 }, { "epoch": 3.08, "eval_accuracy": 0.9849624060150376, "eval_loss": 0.062188770622015, "eval_runtime": 3.2672, "eval_samples_per_second": 40.708, "eval_steps_per_second": 5.203, "step": 200 } ], "max_steps": 260, "num_train_epochs": 4, "total_flos": 2.465817209677947e+17, "trial_name": null, "trial_params": null }