{ "best_metric": 0.9424, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0187/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": 2.908839464187622, "learning_rate": 2.886495269365963e-05, "loss": 0.7643, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8866666666666667, "eval_loss": 0.3777833878993988, "eval_runtime": 6.8506, "eval_samples_per_second": 547.397, "eval_steps_per_second": 8.612, "step": 333 }, { "epoch": 2.0, "grad_norm": 3.489156484603882, "learning_rate": 2.5619102456015873e-05, "loss": 0.1746, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9018666666666667, "eval_loss": 0.3219033181667328, "eval_runtime": 7.2088, "eval_samples_per_second": 520.196, "eval_steps_per_second": 8.184, "step": 666 }, { "epoch": 3.0, "grad_norm": 3.5666627883911133, "learning_rate": 2.0756590131847176e-05, "loss": 0.0783, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9154666666666667, "eval_loss": 0.30058178305625916, "eval_runtime": 7.4461, "eval_samples_per_second": 503.618, "eval_steps_per_second": 7.924, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.10608753561973572, "learning_rate": 1.5017689143724237e-05, "loss": 0.0331, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9232, "eval_loss": 0.3046155273914337, "eval_runtime": 7.3143, "eval_samples_per_second": 512.695, "eval_steps_per_second": 8.066, "step": 1332 }, { "epoch": 5.0, "grad_norm": 2.3222718238830566, "learning_rate": 9.276095143821772e-06, "loss": 0.013, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9346666666666666, "eval_loss": 0.2656921148300171, "eval_runtime": 7.7004, "eval_samples_per_second": 486.985, "eval_steps_per_second": 7.662, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.0015815470833331347, "learning_rate": 4.4059137709457125e-06, "loss": 0.0037, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9373333333333334, "eval_loss": 0.2541326880455017, "eval_runtime": 7.3734, "eval_samples_per_second": 508.587, "eval_steps_per_second": 8.002, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.018114319071173668, "learning_rate": 1.1485859908123557e-06, "loss": 0.0014, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9424, "eval_loss": 0.2530508041381836, "eval_runtime": 7.9492, "eval_samples_per_second": 471.744, "eval_steps_per_second": 7.422, "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 }