{ "best_metric": 0.42746666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0599/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": 20.491596221923828, "learning_rate": 0.00028540736881871185, "loss": 3.4055, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.20373333333333332, "eval_loss": 3.0646307468414307, "eval_runtime": 5.9004, "eval_samples_per_second": 635.545, "eval_steps_per_second": 9.999, "step": 333 }, { "epoch": 2.0, "grad_norm": 27.480602264404297, "learning_rate": 0.00024399687365927005, "loss": 2.8385, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.25466666666666665, "eval_loss": 2.7812557220458984, "eval_runtime": 5.9199, "eval_samples_per_second": 633.458, "eval_steps_per_second": 9.966, "step": 666 }, { "epoch": 3.0, "grad_norm": 27.596248626708984, "learning_rate": 0.00018396914487560668, "loss": 2.5445, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.3144, "eval_loss": 2.5256974697113037, "eval_runtime": 5.7937, "eval_samples_per_second": 647.25, "eval_steps_per_second": 10.183, "step": 999 }, { "epoch": 4.0, "grad_norm": 24.03362274169922, "learning_rate": 0.00011721341034510718, "loss": 2.2913, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.3496, "eval_loss": 2.396533966064453, "eval_runtime": 5.7432, "eval_samples_per_second": 652.941, "eval_steps_per_second": 10.273, "step": 1332 }, { "epoch": 5.0, "grad_norm": 4.124096870422363, "learning_rate": 5.695146199689343e-05, "loss": 2.0183, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.40826666666666667, "eval_loss": 2.2186191082000732, "eval_runtime": 5.9469, "eval_samples_per_second": 630.582, "eval_steps_per_second": 9.921, "step": 1665 }, { "epoch": 6.0, "grad_norm": 40.79184341430664, "learning_rate": 1.5118917765624467e-05, "loss": 1.7695, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.42186666666666667, "eval_loss": 2.140331268310547, "eval_runtime": 5.9624, "eval_samples_per_second": 628.946, "eval_steps_per_second": 9.895, "step": 1998 }, { "epoch": 7.0, "grad_norm": Infinity, "learning_rate": 2.1796933167061993e-09, "loss": 1.586, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.42746666666666666, "eval_loss": 2.1614794731140137, "eval_runtime": 5.7341, "eval_samples_per_second": 653.981, "eval_steps_per_second": 10.289, "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 }