{ "best_metric": 0.3661333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0282/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": 0.00041766766766766766, "loss": 3.534, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.16773333333333335, "eval_loss": 3.130279779434204, "eval_runtime": 6.2781, "eval_samples_per_second": 597.316, "eval_steps_per_second": 9.398, "step": 333 }, { "epoch": 2.0, "grad_norm": 23.04920196533203, "learning_rate": 0.00033433433433433435, "loss": 3.02, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.2384, "eval_loss": 2.875058889389038, "eval_runtime": 7.023, "eval_samples_per_second": 533.96, "eval_steps_per_second": 8.401, "step": 666 }, { "epoch": 3.0, "grad_norm": 20.75754165649414, "learning_rate": 0.000251001001001001, "loss": 2.781, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.264, "eval_loss": 2.704572916030884, "eval_runtime": 6.2957, "eval_samples_per_second": 595.64, "eval_steps_per_second": 9.371, "step": 999 }, { "epoch": 4.0, "grad_norm": 25.16286277770996, "learning_rate": 0.00016766766766766766, "loss": 2.5814, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.3048, "eval_loss": 2.5407071113586426, "eval_runtime": 6.2915, "eval_samples_per_second": 596.047, "eval_steps_per_second": 9.378, "step": 1332 }, { "epoch": 5.0, "grad_norm": 23.1844539642334, "learning_rate": 8.433433433433434e-05, "loss": 2.3608, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.3490666666666667, "eval_loss": 2.3915369510650635, "eval_runtime": 6.2803, "eval_samples_per_second": 597.109, "eval_steps_per_second": 9.395, "step": 1665 }, { "epoch": 6.0, "grad_norm": 35.600013732910156, "learning_rate": 1.001001001001001e-06, "loss": 2.1232, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.3661333333333333, "eval_loss": 2.3299155235290527, "eval_runtime": 6.9073, "eval_samples_per_second": 542.901, "eval_steps_per_second": 8.542, "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 }