{ "best_metric": 0.2568, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0992/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": 18.29894256591797, "learning_rate": 0.0005, "loss": 3.5091, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.15173333333333333, "eval_loss": 3.2278530597686768, "eval_runtime": 12.0889, "eval_samples_per_second": 310.201, "eval_steps_per_second": 4.88, "step": 333 }, { "epoch": 2.0, "grad_norm": 15.447305679321289, "learning_rate": 0.0005, "loss": 3.0827, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.1984, "eval_loss": 3.017935037612915, "eval_runtime": 11.0545, "eval_samples_per_second": 339.228, "eval_steps_per_second": 5.337, "step": 666 }, { "epoch": 3.0, "grad_norm": 14.854424476623535, "learning_rate": 0.0005, "loss": 2.9293, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.232, "eval_loss": 2.884442090988159, "eval_runtime": 10.8613, "eval_samples_per_second": 345.263, "eval_steps_per_second": 5.432, "step": 999 }, { "epoch": 4.0, "grad_norm": 17.121829986572266, "learning_rate": 0.0005, "loss": 2.8076, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.24986666666666665, "eval_loss": 2.80948805809021, "eval_runtime": 11.1941, "eval_samples_per_second": 334.999, "eval_steps_per_second": 5.271, "step": 1332 }, { "epoch": 5.0, "grad_norm": 16.91976547241211, "learning_rate": 0.0005, "loss": 2.8045, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.2568, "eval_loss": 2.7857208251953125, "eval_runtime": 13.3717, "eval_samples_per_second": 280.442, "eval_steps_per_second": 4.412, "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 }