{ "best_metric": 0.3888, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0507/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": 18.971210479736328, "learning_rate": 0.0004294294294294294, "loss": 3.5505, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.1648, "eval_loss": 3.253709316253662, "eval_runtime": 7.6689, "eval_samples_per_second": 488.99, "eval_steps_per_second": 7.693, "step": 333 }, { "epoch": 2.0, "grad_norm": 12.817221641540527, "learning_rate": 0.000358000858000858, "loss": 3.0443, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.2048, "eval_loss": 3.0173637866973877, "eval_runtime": 7.7784, "eval_samples_per_second": 482.107, "eval_steps_per_second": 7.585, "step": 666 }, { "epoch": 3.0, "grad_norm": 18.8770809173584, "learning_rate": 0.0002865722865722866, "loss": 2.8489, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.2544, "eval_loss": 2.820695400238037, "eval_runtime": 9.8611, "eval_samples_per_second": 380.281, "eval_steps_per_second": 5.983, "step": 999 }, { "epoch": 4.0, "grad_norm": 18.830350875854492, "learning_rate": 0.00021514371514371513, "loss": 2.6668, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.2848, "eval_loss": 2.6199207305908203, "eval_runtime": 7.6895, "eval_samples_per_second": 487.679, "eval_steps_per_second": 7.673, "step": 1332 }, { "epoch": 5.0, "grad_norm": 22.255603790283203, "learning_rate": 0.00014371514371514372, "loss": 2.4907, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.3336, "eval_loss": 2.456575632095337, "eval_runtime": 7.8039, "eval_samples_per_second": 480.53, "eval_steps_per_second": 7.56, "step": 1665 }, { "epoch": 6.0, "grad_norm": 30.41533851623535, "learning_rate": 7.228657228657229e-05, "loss": 2.2925, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.37546666666666667, "eval_loss": 2.3144500255584717, "eval_runtime": 7.7146, "eval_samples_per_second": 486.094, "eval_steps_per_second": 7.648, "step": 1998 }, { "epoch": 7.0, "grad_norm": 15.388129234313965, "learning_rate": 8.580008580008581e-07, "loss": 2.0903, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.3888, "eval_loss": 2.2629659175872803, "eval_runtime": 8.747, "eval_samples_per_second": 428.721, "eval_steps_per_second": 6.745, "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 }