{ "best_metric": 0.8650666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0660/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": 5e-05, "loss": 2.0645, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7450666666666667, "eval_loss": 0.9816085696220398, "eval_runtime": 6.3551, "eval_samples_per_second": 590.073, "eval_steps_per_second": 9.284, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 5e-05, "loss": 0.6998, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8173333333333334, "eval_loss": 0.6294081807136536, "eval_runtime": 7.2816, "eval_samples_per_second": 514.998, "eval_steps_per_second": 8.103, "step": 666 }, { "epoch": 3.0, "grad_norm": 2.6507842540740967, "learning_rate": 5e-05, "loss": 0.4184, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8466666666666667, "eval_loss": 0.5329132080078125, "eval_runtime": 7.6307, "eval_samples_per_second": 491.434, "eval_steps_per_second": 7.732, "step": 999 }, { "epoch": 4.0, "grad_norm": 2.8414950370788574, "learning_rate": 5e-05, "loss": 0.2929, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8450666666666666, "eval_loss": 0.509128987789154, "eval_runtime": 6.1464, "eval_samples_per_second": 610.115, "eval_steps_per_second": 9.599, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.3606182932853699, "learning_rate": 5e-05, "loss": 0.2137, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8650666666666667, "eval_loss": 0.4505220651626587, "eval_runtime": 6.5148, "eval_samples_per_second": 575.613, "eval_steps_per_second": 9.056, "step": 1665 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }