{ "best_metric": 0.3808, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0276/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": 0.00048141860138016556, "loss": 3.4776, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.17813333333333334, "eval_loss": 3.0998218059539795, "eval_runtime": 7.3154, "eval_samples_per_second": 512.614, "eval_steps_per_second": 8.065, "step": 333 }, { "epoch": 2.0, "grad_norm": 22.238971710205078, "learning_rate": 0.00042760859989611786, "loss": 3.0046, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.21706666666666666, "eval_loss": 2.9106364250183105, "eval_runtime": 7.5117, "eval_samples_per_second": 499.22, "eval_steps_per_second": 7.854, "step": 666 }, { "epoch": 3.0, "grad_norm": 22.960695266723633, "learning_rate": 0.00034675929910385353, "loss": 2.8131, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.26, "eval_loss": 2.7692458629608154, "eval_runtime": 7.271, "eval_samples_per_second": 515.75, "eval_steps_per_second": 8.114, "step": 999 }, { "epoch": 4.0, "grad_norm": 13.635702133178711, "learning_rate": 0.00025117927214825806, "loss": 2.632, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.27973333333333333, "eval_loss": 2.63303542137146, "eval_runtime": 7.276, "eval_samples_per_second": 515.391, "eval_steps_per_second": 8.109, "step": 1332 }, { "epoch": 5.0, "grad_norm": 18.360942840576172, "learning_rate": 0.00015541971169821895, "loss": 2.4465, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.32453333333333334, "eval_loss": 2.461010456085205, "eval_runtime": 7.4875, "eval_samples_per_second": 500.838, "eval_steps_per_second": 7.88, "step": 1665 }, { "epoch": 6.0, "grad_norm": 20.5378360748291, "learning_rate": 7.405914276967749e-05, "loss": 2.2476, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.3568, "eval_loss": 2.337297201156616, "eval_runtime": 7.4488, "eval_samples_per_second": 503.439, "eval_steps_per_second": 7.921, "step": 1998 }, { "epoch": 7.0, "grad_norm": 22.043306350708008, "learning_rate": 1.9483974446610292e-05, "loss": 2.0587, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.3808, "eval_loss": 2.295948028564453, "eval_runtime": 7.4576, "eval_samples_per_second": 502.841, "eval_steps_per_second": 7.911, "step": 2331 } ], "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": false }, "attributes": {} } }, "total_flos": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }