{ "best_metric": 0.02466084249317646, "best_model_checkpoint": "./vit-base-beans-demo-v5/checkpoint-100", "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": 0.15384615384615385, "grad_norm": 0.0530734546482563, "learning_rate": 0.00019230769230769233, "loss": 0.0107, "step": 10 }, { "epoch": 0.3076923076923077, "grad_norm": 0.045635879039764404, "learning_rate": 0.00018461538461538463, "loss": 0.0095, "step": 20 }, { "epoch": 0.46153846153846156, "grad_norm": 0.04285167530179024, "learning_rate": 0.00017692307692307693, "loss": 0.0081, "step": 30 }, { "epoch": 0.6153846153846154, "grad_norm": 0.038688357919454575, "learning_rate": 0.00016923076923076923, "loss": 0.0073, "step": 40 }, { "epoch": 0.7692307692307693, "grad_norm": 0.03371882811188698, "learning_rate": 0.00016153846153846155, "loss": 0.0066, "step": 50 }, { "epoch": 0.9230769230769231, "grad_norm": 0.03103680908679962, "learning_rate": 0.00015384615384615385, "loss": 0.006, "step": 60 }, { "epoch": 1.0769230769230769, "grad_norm": 0.030337058007717133, "learning_rate": 0.00014615384615384615, "loss": 0.0055, "step": 70 }, { "epoch": 1.2307692307692308, "grad_norm": 0.027170546352863312, "learning_rate": 0.00013846153846153847, "loss": 0.0051, "step": 80 }, { "epoch": 1.3846153846153846, "grad_norm": 0.0255886223167181, "learning_rate": 0.00013076923076923077, "loss": 0.0048, "step": 90 }, { "epoch": 1.5384615384615383, "grad_norm": 0.02618175372481346, "learning_rate": 0.0001230769230769231, "loss": 0.0046, "step": 100 }, { "epoch": 1.5384615384615383, "eval_accuracy": 0.9924812030075187, "eval_loss": 0.02466084249317646, "eval_runtime": 1.2408, "eval_samples_per_second": 107.187, "eval_steps_per_second": 13.701, "step": 100 }, { "epoch": 1.6923076923076923, "grad_norm": 0.02320651151239872, "learning_rate": 0.00011538461538461538, "loss": 0.0043, "step": 110 }, { "epoch": 1.8461538461538463, "grad_norm": 0.022748276591300964, "learning_rate": 0.0001076923076923077, "loss": 0.0042, "step": 120 }, { "epoch": 2.0, "grad_norm": 0.021589793264865875, "learning_rate": 0.0001, "loss": 0.004, "step": 130 }, { "epoch": 2.1538461538461537, "grad_norm": 0.020653486251831055, "learning_rate": 9.230769230769232e-05, "loss": 0.0038, "step": 140 }, { "epoch": 2.3076923076923075, "grad_norm": 0.02066490240395069, "learning_rate": 8.461538461538461e-05, "loss": 0.0037, "step": 150 }, { "epoch": 2.4615384615384617, "grad_norm": 0.019866853952407837, "learning_rate": 7.692307692307693e-05, "loss": 0.0036, "step": 160 }, { "epoch": 2.6153846153846154, "grad_norm": 0.019672106951475143, "learning_rate": 6.923076923076924e-05, "loss": 0.0035, "step": 170 }, { "epoch": 2.769230769230769, "grad_norm": 0.018738936632871628, "learning_rate": 6.153846153846155e-05, "loss": 0.0034, "step": 180 }, { "epoch": 2.9230769230769234, "grad_norm": 0.018700653687119484, "learning_rate": 5.384615384615385e-05, "loss": 0.0034, "step": 190 }, { "epoch": 3.076923076923077, "grad_norm": 0.01814323104918003, "learning_rate": 4.615384615384616e-05, "loss": 0.0033, "step": 200 }, { "epoch": 3.076923076923077, "eval_accuracy": 0.9924812030075187, "eval_loss": 0.025322362780570984, "eval_runtime": 1.266, "eval_samples_per_second": 105.057, "eval_steps_per_second": 13.428, "step": 200 }, { "epoch": 3.230769230769231, "grad_norm": 0.01799185387790203, "learning_rate": 3.846153846153846e-05, "loss": 0.0032, "step": 210 }, { "epoch": 3.3846153846153846, "grad_norm": 0.01804516464471817, "learning_rate": 3.0769230769230774e-05, "loss": 0.0032, "step": 220 }, { "epoch": 3.5384615384615383, "grad_norm": 0.01808169111609459, "learning_rate": 2.307692307692308e-05, "loss": 0.0032, "step": 230 }, { "epoch": 3.6923076923076925, "grad_norm": 0.017954126000404358, "learning_rate": 1.5384615384615387e-05, "loss": 0.0031, "step": 240 }, { "epoch": 3.8461538461538463, "grad_norm": 0.017481572926044464, "learning_rate": 7.692307692307694e-06, "loss": 0.0031, "step": 250 }, { "epoch": 4.0, "grad_norm": 0.017059985548257828, "learning_rate": 0.0, "loss": 0.0031, "step": 260 }, { "epoch": 4.0, "step": 260, "total_flos": 3.205097416476426e+17, "train_loss": 0.0047829559144492335, "train_runtime": 82.324, "train_samples_per_second": 50.24, "train_steps_per_second": 3.158 } ], "logging_steps": 10, "max_steps": 260, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 100, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 3.205097416476426e+17, "train_batch_size": 16, "trial_name": null, "trial_params": null }