{ "best_metric": 0.8424, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0910/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": 0.0001, "loss": 2.2376, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7288, "eval_loss": 0.9398003816604614, "eval_runtime": 6.4992, "eval_samples_per_second": 576.993, "eval_steps_per_second": 9.078, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.0001, "loss": 0.7093, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7930666666666667, "eval_loss": 0.677649974822998, "eval_runtime": 6.416, "eval_samples_per_second": 584.475, "eval_steps_per_second": 9.196, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.4000376760959625, "learning_rate": 0.0001, "loss": 0.4424, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8237333333333333, "eval_loss": 0.5821743011474609, "eval_runtime": 6.3616, "eval_samples_per_second": 589.473, "eval_steps_per_second": 9.274, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.11397849023342133, "learning_rate": 0.0001, "loss": 0.322, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8234666666666667, "eval_loss": 0.5964834094047546, "eval_runtime": 6.2532, "eval_samples_per_second": 599.691, "eval_steps_per_second": 9.435, "step": 1332 }, { "epoch": 5.0, "grad_norm": Infinity, "learning_rate": 0.0001, "loss": 0.2383, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8421333333333333, "eval_loss": 0.5369557738304138, "eval_runtime": 7.8963, "eval_samples_per_second": 474.905, "eval_steps_per_second": 7.472, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.2635841965675354, "learning_rate": 0.0001, "loss": 0.1768, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8424, "eval_loss": 0.5633807182312012, "eval_runtime": 6.6837, "eval_samples_per_second": 561.063, "eval_steps_per_second": 8.827, "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 }