{ "best_metric": 0.5373333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0206/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": Infinity, "learning_rate": 0.0005, "loss": 3.1909, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.25226666666666664, "eval_loss": 2.7434237003326416, "eval_runtime": 5.8914, "eval_samples_per_second": 636.518, "eval_steps_per_second": 10.015, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.0005, "loss": 2.5719, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.35306666666666664, "eval_loss": 2.314851999282837, "eval_runtime": 5.8485, "eval_samples_per_second": 641.192, "eval_steps_per_second": 10.088, "step": 666 }, { "epoch": 3.0, "grad_norm": 10.6204195022583, "learning_rate": 0.0005, "loss": 2.1673, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.4090666666666667, "eval_loss": 2.105984687805176, "eval_runtime": 5.819, "eval_samples_per_second": 644.441, "eval_steps_per_second": 10.139, "step": 999 }, { "epoch": 4.0, "grad_norm": Infinity, "learning_rate": 0.0005, "loss": 1.8914, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.44853333333333334, "eval_loss": 1.9323203563690186, "eval_runtime": 5.784, "eval_samples_per_second": 648.341, "eval_steps_per_second": 10.201, "step": 1332 }, { "epoch": 5.0, "grad_norm": 8.075751304626465, "learning_rate": 0.0005, "loss": 1.6446, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.47333333333333333, "eval_loss": 1.8710825443267822, "eval_runtime": 5.814, "eval_samples_per_second": 644.994, "eval_steps_per_second": 10.148, "step": 1665 }, { "epoch": 6.0, "grad_norm": 13.410477638244629, "learning_rate": 0.0005, "loss": 1.4368, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.5005333333333334, "eval_loss": 1.7847108840942383, "eval_runtime": 5.8127, "eval_samples_per_second": 645.143, "eval_steps_per_second": 10.15, "step": 1998 }, { "epoch": 7.0, "grad_norm": 8.278074264526367, "learning_rate": 0.0005, "loss": 1.2356, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.5216, "eval_loss": 1.7014422416687012, "eval_runtime": 5.8234, "eval_samples_per_second": 643.957, "eval_steps_per_second": 10.132, "step": 2331 }, { "epoch": 8.0, "grad_norm": 12.110952377319336, "learning_rate": 0.0005, "loss": 1.0351, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.5373333333333333, "eval_loss": 1.6904323101043701, "eval_runtime": 6.1221, "eval_samples_per_second": 612.534, "eval_steps_per_second": 9.637, "step": 2664 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }