{ "best_metric": 0.9432, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0719/checkpoints/checkpoint-999", "epoch": 3.0, "eval_steps": 500, "global_step": 999, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": Infinity, "learning_rate": 2.5631588426322576e-05, "loss": 1.154, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9285333333333333, "eval_loss": 0.28868308663368225, "eval_runtime": 5.7941, "eval_samples_per_second": 647.208, "eval_steps_per_second": 10.183, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.4432254135608673, "learning_rate": 1.5035378262848308e-05, "loss": 0.1798, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9370666666666667, "eval_loss": 0.20866070687770844, "eval_runtime": 5.6942, "eval_samples_per_second": 658.564, "eval_steps_per_second": 10.361, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.11234111338853836, "learning_rate": 4.418443992810701e-06, "loss": 0.0834, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9432, "eval_loss": 0.19119717180728912, "eval_runtime": 5.7156, "eval_samples_per_second": 656.094, "eval_steps_per_second": 10.323, "step": 999 } ], "logging_steps": 500, "max_steps": 1332, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 4.94223961867776e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }