{ "best_metric": 0.8673469387755102, "best_model_checkpoint": "vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-28", "epoch": 5.0, "eval_steps": 500, "global_step": 35, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.7346938775510204, "eval_loss": 0.619100034236908, "eval_runtime": 2.3859, "eval_samples_per_second": 41.075, "eval_steps_per_second": 1.677, "step": 7 }, { "epoch": 1.4285714285714286, "grad_norm": 0.6459439992904663, "learning_rate": 4.032258064516129e-05, "loss": 0.663, "step": 10 }, { "epoch": 2.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.4970492124557495, "eval_runtime": 2.3776, "eval_samples_per_second": 41.219, "eval_steps_per_second": 1.682, "step": 14 }, { "epoch": 2.857142857142857, "grad_norm": 0.7293534874916077, "learning_rate": 2.4193548387096777e-05, "loss": 0.5043, "step": 20 }, { "epoch": 3.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.4364696741104126, "eval_runtime": 2.38, "eval_samples_per_second": 41.176, "eval_steps_per_second": 1.681, "step": 21 }, { "epoch": 4.0, "eval_accuracy": 0.8673469387755102, "eval_loss": 0.4006994068622589, "eval_runtime": 2.3915, "eval_samples_per_second": 40.978, "eval_steps_per_second": 1.673, "step": 28 }, { "epoch": 4.285714285714286, "grad_norm": 0.7392838597297668, "learning_rate": 8.064516129032258e-06, "loss": 0.3979, "step": 30 }, { "epoch": 5.0, "eval_accuracy": 0.8673469387755102, "eval_loss": 0.38987594842910767, "eval_runtime": 2.4565, "eval_samples_per_second": 39.894, "eval_steps_per_second": 1.628, "step": 35 }, { "epoch": 5.0, "step": 35, "total_flos": 3.382525346676941e+17, "train_loss": 0.4982973950249808, "train_runtime": 161.5513, "train_samples_per_second": 27.019, "train_steps_per_second": 0.217 } ], "logging_steps": 10, "max_steps": 35, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 3.382525346676941e+17, "train_batch_size": 32, "trial_name": null, "trial_params": null }