{ "best_metric": 0.9325333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0727/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": 4.811948852959657e-05, "loss": 0.7532, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8690666666666667, "eval_loss": 0.3974095582962036, "eval_runtime": 10.3866, "eval_samples_per_second": 361.043, "eval_steps_per_second": 5.68, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.519961416721344, "learning_rate": 4.271931404387096e-05, "loss": 0.1867, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8968, "eval_loss": 0.34589746594429016, "eval_runtime": 10.5519, "eval_samples_per_second": 355.385, "eval_steps_per_second": 5.591, "step": 666 }, { "epoch": 3.0, "grad_norm": 2.134028911590576, "learning_rate": 3.4621534620947785e-05, "loss": 0.0828, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9042666666666667, "eval_loss": 0.366612046957016, "eval_runtime": 11.4424, "eval_samples_per_second": 327.727, "eval_steps_per_second": 5.156, "step": 999 }, { "epoch": 4.0, "grad_norm": 1.319874882698059, "learning_rate": 2.5058963771413844e-05, "loss": 0.0382, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9138666666666667, "eval_loss": 0.3377947211265564, "eval_runtime": 10.7412, "eval_samples_per_second": 349.124, "eval_steps_per_second": 5.493, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.044662073254585266, "learning_rate": 1.5487416222190068e-05, "loss": 0.0105, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9208, "eval_loss": 0.3191099464893341, "eval_runtime": 10.7584, "eval_samples_per_second": 348.565, "eval_steps_per_second": 5.484, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.006848808377981186, "learning_rate": 7.36407332135117e-06, "loss": 0.0023, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9314666666666667, "eval_loss": 0.29536452889442444, "eval_runtime": 11.2357, "eval_samples_per_second": 333.759, "eval_steps_per_second": 5.251, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.015924174338579178, "learning_rate": 1.925640387263111e-06, "loss": 0.0008, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.932, "eval_loss": 0.2975226938724518, "eval_runtime": 12.5497, "eval_samples_per_second": 298.811, "eval_steps_per_second": 4.701, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.000330587470671162, "learning_rate": 6.953462348691098e-11, "loss": 0.0003, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9325333333333333, "eval_loss": 0.2975701093673706, "eval_runtime": 11.227, "eval_samples_per_second": 334.015, "eval_steps_per_second": 5.255, "step": 2664 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }