{ "best_metric": 0.9077333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0696/checkpoints/checkpoint-2997", "epoch": 9.0, "eval_steps": 500, "global_step": 2997, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 2.3898162841796875, "learning_rate": 0.0004849231551964771, "loss": 0.7769, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8245333333333333, "eval_loss": 0.5733988285064697, "eval_runtime": 7.3344, "eval_samples_per_second": 511.289, "eval_steps_per_second": 8.044, "step": 333 }, { "epoch": 2.0, "grad_norm": 10.53957462310791, "learning_rate": 0.0004415111107797445, "loss": 0.4243, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8314666666666667, "eval_loss": 0.5607510209083557, "eval_runtime": 6.7244, "eval_samples_per_second": 557.674, "eval_steps_per_second": 8.774, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.331352174282074, "learning_rate": 0.000375, "loss": 0.2746, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8453333333333334, "eval_loss": 0.5231761336326599, "eval_runtime": 6.8992, "eval_samples_per_second": 543.539, "eval_steps_per_second": 8.552, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.19693371653556824, "learning_rate": 0.00029341204441673266, "loss": 0.1729, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8714666666666666, "eval_loss": 0.4695960283279419, "eval_runtime": 6.897, "eval_samples_per_second": 543.718, "eval_steps_per_second": 8.554, "step": 1332 }, { "epoch": 5.0, "grad_norm": Infinity, "learning_rate": 0.00020684605953398183, "loss": 0.0922, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8797333333333334, "eval_loss": 0.4729515612125397, "eval_runtime": 6.7977, "eval_samples_per_second": 551.661, "eval_steps_per_second": 8.679, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.005368772428482771, "learning_rate": 0.00012522702050703539, "loss": 0.0313, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9034666666666666, "eval_loss": 0.42343100905418396, "eval_runtime": 6.9072, "eval_samples_per_second": 542.913, "eval_steps_per_second": 8.542, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.0034648042637854815, "learning_rate": 5.8657444259997555e-05, "loss": 0.0058, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9061333333333333, "eval_loss": 0.3838595151901245, "eval_runtime": 6.6147, "eval_samples_per_second": 566.919, "eval_steps_per_second": 8.92, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.005470506846904755, "learning_rate": 1.5166604150571307e-05, "loss": 0.0018, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9072, "eval_loss": 0.38647598028182983, "eval_runtime": 7.736, "eval_samples_per_second": 484.745, "eval_steps_per_second": 7.627, "step": 2664 }, { "epoch": 9.0, "grad_norm": 0.022030405700206757, "learning_rate": 1.373523937919785e-10, "loss": 0.0012, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.9077333333333333, "eval_loss": 0.385495126247406, "eval_runtime": 6.6942, "eval_samples_per_second": 560.185, "eval_steps_per_second": 8.814, "step": 2997 } ], "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": true }, "attributes": {} } }, "total_flos": 1.482671885603328e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }