{ "best_metric": 0.9565333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0265/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": 0.5619161128997803, "learning_rate": 8.140576474687264e-05, "loss": 0.5811, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9426666666666667, "eval_loss": 0.22165745496749878, "eval_runtime": 5.8316, "eval_samples_per_second": 643.053, "eval_steps_per_second": 10.117, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.03518875688314438, "learning_rate": 5.890576474687264e-05, "loss": 0.0841, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9368, "eval_loss": 0.22407181560993195, "eval_runtime": 5.9801, "eval_samples_per_second": 627.082, "eval_steps_per_second": 9.866, "step": 666 }, { "epoch": 3.0, "grad_norm": 10.616680145263672, "learning_rate": 3.1094235253127374e-05, "loss": 0.0231, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9525333333333333, "eval_loss": 0.19126087427139282, "eval_runtime": 6.1809, "eval_samples_per_second": 606.704, "eval_steps_per_second": 9.545, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.34493646025657654, "learning_rate": 8.59423525312737e-06, "loss": 0.0056, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.956, "eval_loss": 0.17310093343257904, "eval_runtime": 5.9427, "eval_samples_per_second": 631.024, "eval_steps_per_second": 9.928, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.03603304922580719, "learning_rate": 0.0, "loss": 0.0025, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9565333333333333, "eval_loss": 0.17338140308856964, "eval_runtime": 6.1597, "eval_samples_per_second": 608.796, "eval_steps_per_second": 9.578, "step": 1665 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }