{ "best_metric": 0.5797333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0923/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "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": 0.0004287859287859288, "loss": 3.1398, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.22933333333333333, "eval_loss": 2.795700788497925, "eval_runtime": 4.2251, "eval_samples_per_second": 887.56, "eval_steps_per_second": 13.964, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.00035757185757185754, "loss": 2.5053, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.3512, "eval_loss": 2.3214452266693115, "eval_runtime": 4.0839, "eval_samples_per_second": 918.246, "eval_steps_per_second": 14.447, "step": 666 }, { "epoch": 3.0, "grad_norm": 15.874137878417969, "learning_rate": 0.00028614328614328614, "loss": 2.0043, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.432, "eval_loss": 1.9879359006881714, "eval_runtime": 4.2525, "eval_samples_per_second": 881.841, "eval_steps_per_second": 13.874, "step": 999 }, { "epoch": 4.0, "grad_norm": 7.880004405975342, "learning_rate": 0.0002147147147147147, "loss": 1.5633, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.5061333333333333, "eval_loss": 1.733163595199585, "eval_runtime": 4.0912, "eval_samples_per_second": 916.603, "eval_steps_per_second": 14.421, "step": 1332 }, { "epoch": 5.0, "grad_norm": Infinity, "learning_rate": 0.00014350064350064352, "loss": 1.1111, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.5442666666666667, "eval_loss": 1.6177316904067993, "eval_runtime": 4.0358, "eval_samples_per_second": 929.192, "eval_steps_per_second": 14.619, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.9949679970741272, "learning_rate": 7.207207207207208e-05, "loss": 0.6201, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.568, "eval_loss": 1.566339373588562, "eval_runtime": 4.0886, "eval_samples_per_second": 917.174, "eval_steps_per_second": 14.43, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.5366959571838379, "learning_rate": 6.435006435006434e-07, "loss": 0.2268, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.5797333333333333, "eval_loss": 1.5865386724472046, "eval_runtime": 4.1849, "eval_samples_per_second": 896.071, "eval_steps_per_second": 14.098, "step": 2331 } ], "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": true }, "attributes": {} } }, "total_flos": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }