{ "best_metric": 0.896, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0248/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "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": 4.667026293130983e-05, "loss": 1.7431, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8106666666666666, "eval_loss": 0.7301185131072998, "eval_runtime": 10.6985, "eval_samples_per_second": 350.515, "eval_steps_per_second": 5.515, "step": 333 }, { "epoch": 2.0, "grad_norm": 4.668601036071777, "learning_rate": 3.7534027314690145e-05, "loss": 0.5061, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8541333333333333, "eval_loss": 0.523736834526062, "eval_runtime": 10.9628, "eval_samples_per_second": 342.066, "eval_steps_per_second": 5.382, "step": 666 }, { "epoch": 3.0, "grad_norm": 4.960692882537842, "learning_rate": 2.5039309201189614e-05, "loss": 0.2695, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8765333333333334, "eval_loss": 0.4273153245449066, "eval_runtime": 10.8768, "eval_samples_per_second": 344.769, "eval_steps_per_second": 5.424, "step": 999 }, { "epoch": 4.0, "grad_norm": Infinity, "learning_rate": 1.2568147258031899e-05, "loss": 0.1375, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8912, "eval_loss": 0.3883265554904938, "eval_runtime": 10.8953, "eval_samples_per_second": 344.185, "eval_steps_per_second": 5.415, "step": 1332 }, { "epoch": 5.0, "grad_norm": 1.06047523021698, "learning_rate": 3.388781113503378e-06, "loss": 0.0703, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8946666666666667, "eval_loss": 0.3656786382198334, "eval_runtime": 10.9467, "eval_samples_per_second": 342.567, "eval_steps_per_second": 5.39, "step": 1665 }, { "epoch": 6.0, "grad_norm": 1.6487840414047241, "learning_rate": 1.2361706385188855e-10, "loss": 0.0433, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.896, "eval_loss": 0.36073243618011475, "eval_runtime": 10.7543, "eval_samples_per_second": 348.698, "eval_steps_per_second": 5.486, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }