{ "best_metric": 0.9026666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0231/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "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": 8.006006006006006e-05, "loss": 1.645, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7693333333333333, "eval_loss": 0.7928568720817566, "eval_runtime": 6.9732, "eval_samples_per_second": 537.774, "eval_steps_per_second": 8.461, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.6986830830574036, "learning_rate": 6.0060060060060066e-05, "loss": 0.5451, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8317333333333333, "eval_loss": 0.5734447836875916, "eval_runtime": 6.9735, "eval_samples_per_second": 537.75, "eval_steps_per_second": 8.461, "step": 666 }, { "epoch": 3.0, "grad_norm": 3.349012851715088, "learning_rate": 4.006006006006006e-05, "loss": 0.3147, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8690666666666667, "eval_loss": 0.4580739140510559, "eval_runtime": 7.1139, "eval_samples_per_second": 527.139, "eval_steps_per_second": 8.294, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.1548660397529602, "learning_rate": 2.006006006006006e-05, "loss": 0.171, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8792, "eval_loss": 0.40863150358200073, "eval_runtime": 7.0148, "eval_samples_per_second": 534.584, "eval_steps_per_second": 8.411, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.2633299231529236, "learning_rate": 6.006006006006006e-08, "loss": 0.0914, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9026666666666666, "eval_loss": 0.35280799865722656, "eval_runtime": 6.9836, "eval_samples_per_second": 536.972, "eval_steps_per_second": 8.448, "step": 1665 } ], "logging_steps": 500, "max_steps": 1665, "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }