{ "best_metric": 0.4165333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0503/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": 26.358625411987305, "learning_rate": 0.00028549422332891283, "loss": 3.2742, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.19573333333333334, "eval_loss": 2.9345805644989014, "eval_runtime": 10.3609, "eval_samples_per_second": 361.936, "eval_steps_per_second": 5.694, "step": 333 }, { "epoch": 2.0, "grad_norm": 43.879234313964844, "learning_rate": 0.00024415433369325305, "loss": 2.7211, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.2536, "eval_loss": 2.6903817653656006, "eval_runtime": 10.1196, "eval_samples_per_second": 370.568, "eval_steps_per_second": 5.83, "step": 666 }, { "epoch": 3.0, "grad_norm": 31.555166244506836, "learning_rate": 0.0001841660235425207, "loss": 2.4701, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.32666666666666666, "eval_loss": 2.4302573204040527, "eval_runtime": 10.1, "eval_samples_per_second": 371.286, "eval_steps_per_second": 5.842, "step": 999 }, { "epoch": 4.0, "grad_norm": 23.157106399536133, "learning_rate": 0.00011741071341041153, "loss": 2.2143, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.37146666666666667, "eval_loss": 2.236201524734497, "eval_runtime": 10.4615, "eval_samples_per_second": 358.459, "eval_steps_per_second": 5.64, "step": 1332 }, { "epoch": 5.0, "grad_norm": 39.43628692626953, "learning_rate": 5.711011116874128e-05, "loss": 1.9196, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.4024, "eval_loss": 2.148569345474243, "eval_runtime": 10.1338, "eval_samples_per_second": 370.049, "eval_steps_per_second": 5.822, "step": 1665 }, { "epoch": 6.0, "grad_norm": 62.00448226928711, "learning_rate": 1.5207490629826985e-05, "loss": 1.5588, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.4149333333333333, "eval_loss": 2.131460666656494, "eval_runtime": 10.1517, "eval_samples_per_second": 369.398, "eval_steps_per_second": 5.812, "step": 1998 }, { "epoch": 7.0, "grad_norm": Infinity, "learning_rate": 3.4057661676356597e-09, "loss": 1.2312, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.4165333333333333, "eval_loss": 2.272395610809326, "eval_runtime": 10.1959, "eval_samples_per_second": 367.796, "eval_steps_per_second": 5.787, "step": 2331 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }