{ "best_metric": 0.01685837283730507, "best_model_checkpoint": "./vit-base-beans/checkpoint-200", "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": 0.7766, "step": 10 }, { "epoch": 0.31, "learning_rate": 0.00018461538461538463, "loss": 0.3312, "step": 20 }, { "epoch": 0.46, "learning_rate": 0.00017692307692307693, "loss": 0.3465, "step": 30 }, { "epoch": 0.62, "learning_rate": 0.00016923076923076923, "loss": 0.1787, "step": 40 }, { "epoch": 0.77, "learning_rate": 0.00016153846153846155, "loss": 0.2183, "step": 50 }, { "epoch": 0.92, "learning_rate": 0.00015384615384615385, "loss": 0.2079, "step": 60 }, { "epoch": 1.08, "learning_rate": 0.00014615384615384615, "loss": 0.1304, "step": 70 }, { "epoch": 1.23, "learning_rate": 0.00013846153846153847, "loss": 0.1296, "step": 80 }, { "epoch": 1.38, "learning_rate": 0.00013076923076923077, "loss": 0.1242, "step": 90 }, { "epoch": 1.54, "learning_rate": 0.0001230769230769231, "loss": 0.1308, "step": 100 }, { "epoch": 1.54, "eval_accuracy": 0.9849624060150376, "eval_loss": 0.05364903435111046, "eval_runtime": 93.0452, "eval_samples_per_second": 1.429, "eval_steps_per_second": 0.183, "step": 100 }, { "epoch": 1.69, "learning_rate": 0.00011538461538461538, "loss": 0.1042, "step": 110 }, { "epoch": 1.85, "learning_rate": 0.0001076923076923077, "loss": 0.0881, "step": 120 }, { "epoch": 2.0, "learning_rate": 0.0001, "loss": 0.0505, "step": 130 }, { "epoch": 2.15, "learning_rate": 9.230769230769232e-05, "loss": 0.0385, "step": 140 }, { "epoch": 2.31, "learning_rate": 8.461538461538461e-05, "loss": 0.0348, "step": 150 }, { "epoch": 2.46, "learning_rate": 7.692307692307693e-05, "loss": 0.0161, "step": 160 }, { "epoch": 2.62, "learning_rate": 6.923076923076924e-05, "loss": 0.0151, "step": 170 }, { "epoch": 2.77, "learning_rate": 6.153846153846155e-05, "loss": 0.0149, "step": 180 }, { "epoch": 2.92, "learning_rate": 5.384615384615385e-05, "loss": 0.0137, "step": 190 }, { "epoch": 3.08, "learning_rate": 4.615384615384616e-05, "loss": 0.0164, "step": 200 }, { "epoch": 3.08, "eval_accuracy": 1.0, "eval_loss": 0.01685837283730507, "eval_runtime": 92.656, "eval_samples_per_second": 1.435, "eval_steps_per_second": 0.183, "step": 200 } ], "max_steps": 260, "num_train_epochs": 4, "total_flos": 2.465817209677947e+17, "trial_name": null, "trial_params": null }