{ "best_metric": 0.8197333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0930/checkpoints/checkpoint-2664", "epoch": 8.0, "eval_steps": 500, "global_step": 2664, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.2745540142059326, "learning_rate": 0.0005, "loss": 0.8249, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.804, "eval_loss": 0.6460326910018921, "eval_runtime": 6.5061, "eval_samples_per_second": 576.385, "eval_steps_per_second": 9.068, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.6272382736206055, "learning_rate": 0.0005, "loss": 0.4929, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.816, "eval_loss": 0.6893879175186157, "eval_runtime": 6.5676, "eval_samples_per_second": 570.987, "eval_steps_per_second": 8.984, "step": 666 }, { "epoch": 3.0, "grad_norm": Infinity, "learning_rate": 0.0005, "loss": 0.3922, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8133333333333334, "eval_loss": 0.7171464562416077, "eval_runtime": 6.7664, "eval_samples_per_second": 554.213, "eval_steps_per_second": 8.72, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.5647403597831726, "learning_rate": 0.0005, "loss": 0.3288, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8181333333333334, "eval_loss": 0.6869505047798157, "eval_runtime": 6.6347, "eval_samples_per_second": 565.212, "eval_steps_per_second": 8.893, "step": 1332 }, { "epoch": 5.0, "grad_norm": 1.6077433824539185, "learning_rate": 0.0005, "loss": 0.2826, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8165333333333333, "eval_loss": 0.7099630236625671, "eval_runtime": 6.8417, "eval_samples_per_second": 548.112, "eval_steps_per_second": 8.624, "step": 1665 }, { "epoch": 6.0, "grad_norm": 34.136192321777344, "learning_rate": 0.0005, "loss": 0.2579, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8093333333333333, "eval_loss": 0.7130383849143982, "eval_runtime": 6.8355, "eval_samples_per_second": 548.604, "eval_steps_per_second": 8.631, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.01141686923801899, "learning_rate": 0.0005, "loss": 0.2246, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8122666666666667, "eval_loss": 0.730060875415802, "eval_runtime": 6.4863, "eval_samples_per_second": 578.141, "eval_steps_per_second": 9.096, "step": 2331 }, { "epoch": 8.0, "grad_norm": 12.180059432983398, "learning_rate": 0.0005, "loss": 0.2057, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8197333333333333, "eval_loss": 0.689276933670044, "eval_runtime": 6.8521, "eval_samples_per_second": 547.28, "eval_steps_per_second": 8.611, "step": 2664 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }