{ "best_metric": 0.8648, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0498/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": 2.5015015015015015e-05, "loss": 2.4242, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7106666666666667, "eval_loss": 1.318773627281189, "eval_runtime": 7.2381, "eval_samples_per_second": 518.095, "eval_steps_per_second": 8.151, "step": 333 }, { "epoch": 2.0, "grad_norm": 12.001290321350098, "learning_rate": 2.0015015015015016e-05, "loss": 0.9285, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7858666666666667, "eval_loss": 0.817764937877655, "eval_runtime": 7.7929, "eval_samples_per_second": 481.207, "eval_steps_per_second": 7.571, "step": 666 }, { "epoch": 3.0, "grad_norm": Infinity, "learning_rate": 1.5030030030030029e-05, "loss": 0.5596, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8306666666666667, "eval_loss": 0.6217007040977478, "eval_runtime": 7.0355, "eval_samples_per_second": 533.014, "eval_steps_per_second": 8.386, "step": 999 }, { "epoch": 4.0, "grad_norm": 3.3165316581726074, "learning_rate": 1.0030030030030031e-05, "loss": 0.3743, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8448, "eval_loss": 0.5546784996986389, "eval_runtime": 7.3654, "eval_samples_per_second": 509.14, "eval_steps_per_second": 8.01, "step": 1332 }, { "epoch": 5.0, "grad_norm": 3.832029104232788, "learning_rate": 5.03003003003003e-06, "loss": 0.2677, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8584, "eval_loss": 0.5043249130249023, "eval_runtime": 7.3743, "eval_samples_per_second": 508.521, "eval_steps_per_second": 8.001, "step": 1665 }, { "epoch": 6.0, "grad_norm": 1.2956626415252686, "learning_rate": 3.003003003003003e-08, "loss": 0.2055, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8648, "eval_loss": 0.4805319905281067, "eval_runtime": 7.2296, "eval_samples_per_second": 518.698, "eval_steps_per_second": 8.161, "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 }