{ "best_metric": 0.047193024307489395, "best_model_checkpoint": "./vit-base-beans-tutorial-samink/checkpoint-200", "epoch": 5.0, "eval_steps": 100, "global_step": 325, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.15, "learning_rate": 0.00019384615384615385, "loss": 0.8154, "step": 10 }, { "epoch": 0.31, "learning_rate": 0.0001876923076923077, "loss": 0.379, "step": 20 }, { "epoch": 0.46, "learning_rate": 0.00018153846153846155, "loss": 0.2527, "step": 30 }, { "epoch": 0.62, "learning_rate": 0.0001753846153846154, "loss": 0.3045, "step": 40 }, { "epoch": 0.77, "learning_rate": 0.00016923076923076923, "loss": 0.1884, "step": 50 }, { "epoch": 0.92, "learning_rate": 0.0001630769230769231, "loss": 0.2791, "step": 60 }, { "epoch": 1.08, "learning_rate": 0.00015692307692307693, "loss": 0.2273, "step": 70 }, { "epoch": 1.23, "learning_rate": 0.00015076923076923077, "loss": 0.0863, "step": 80 }, { "epoch": 1.38, "learning_rate": 0.0001446153846153846, "loss": 0.1015, "step": 90 }, { "epoch": 1.54, "learning_rate": 0.00013846153846153847, "loss": 0.0515, "step": 100 }, { "epoch": 1.54, "eval_accuracy": 0.9624060150375939, "eval_loss": 0.11523518711328506, "eval_runtime": 1.8434, "eval_samples_per_second": 72.149, "eval_steps_per_second": 9.222, "step": 100 }, { "epoch": 1.69, "learning_rate": 0.0001323076923076923, "loss": 0.0991, "step": 110 }, { "epoch": 1.85, "learning_rate": 0.00012615384615384615, "loss": 0.0816, "step": 120 }, { "epoch": 2.0, "learning_rate": 0.00012, "loss": 0.0624, "step": 130 }, { "epoch": 2.15, "learning_rate": 0.00011384615384615384, "loss": 0.0503, "step": 140 }, { "epoch": 2.31, "learning_rate": 0.0001076923076923077, "loss": 0.0325, "step": 150 }, { "epoch": 2.46, "learning_rate": 0.00010153846153846153, "loss": 0.0371, "step": 160 }, { "epoch": 2.62, "learning_rate": 9.53846153846154e-05, "loss": 0.0638, "step": 170 }, { "epoch": 2.77, "learning_rate": 8.923076923076924e-05, "loss": 0.0661, "step": 180 }, { "epoch": 2.92, "learning_rate": 8.307692307692309e-05, "loss": 0.0307, "step": 190 }, { "epoch": 3.08, "learning_rate": 7.692307692307693e-05, "loss": 0.0279, "step": 200 }, { "epoch": 3.08, "eval_accuracy": 0.9924812030075187, "eval_loss": 0.047193024307489395, "eval_runtime": 1.8156, "eval_samples_per_second": 73.255, "eval_steps_per_second": 9.363, "step": 200 }, { "epoch": 3.23, "learning_rate": 7.076923076923078e-05, "loss": 0.0151, "step": 210 }, { "epoch": 3.38, "learning_rate": 6.461538461538462e-05, "loss": 0.0121, "step": 220 }, { "epoch": 3.54, "learning_rate": 5.846153846153847e-05, "loss": 0.012, "step": 230 }, { "epoch": 3.69, "learning_rate": 5.230769230769231e-05, "loss": 0.0098, "step": 240 }, { "epoch": 3.85, "learning_rate": 4.615384615384616e-05, "loss": 0.0252, "step": 250 }, { "epoch": 4.0, "learning_rate": 4e-05, "loss": 0.0215, "step": 260 }, { "epoch": 4.15, "learning_rate": 3.384615384615385e-05, "loss": 0.0088, "step": 270 }, { "epoch": 4.31, "learning_rate": 2.7692307692307694e-05, "loss": 0.0084, "step": 280 }, { "epoch": 4.46, "learning_rate": 2.1538461538461542e-05, "loss": 0.0085, "step": 290 }, { "epoch": 4.62, "learning_rate": 1.5384615384615387e-05, "loss": 0.0083, "step": 300 }, { "epoch": 4.62, "eval_accuracy": 0.9849624060150376, "eval_loss": 0.06800569593906403, "eval_runtime": 2.2209, "eval_samples_per_second": 59.887, "eval_steps_per_second": 7.655, "step": 300 }, { "epoch": 4.77, "learning_rate": 9.230769230769232e-06, "loss": 0.0105, "step": 310 }, { "epoch": 4.92, "learning_rate": 3.0769230769230774e-06, "loss": 0.008, "step": 320 }, { "epoch": 5.0, "step": 325, "total_flos": 4.006371770595533e+17, "train_loss": 0.10429123108203595, "train_runtime": 141.0078, "train_samples_per_second": 36.665, "train_steps_per_second": 2.305 } ], "logging_steps": 10, "max_steps": 325, "num_train_epochs": 5, "save_steps": 100, "total_flos": 4.006371770595533e+17, "trial_name": null, "trial_params": null }