{ "best_metric": 0.9258666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0893/checkpoints/checkpoint-2997", "epoch": 9.0, "eval_steps": 500, "global_step": 2997, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": Infinity, "learning_rate": 4.447781114447781e-05, "loss": 0.7678, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8704, "eval_loss": 0.42061713337898254, "eval_runtime": 12.7045, "eval_samples_per_second": 295.171, "eval_steps_per_second": 4.644, "step": 333 }, { "epoch": 2.0, "grad_norm": 3.684666872024536, "learning_rate": 3.892225558892226e-05, "loss": 0.2013, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8816, "eval_loss": 0.3966541588306427, "eval_runtime": 12.9166, "eval_samples_per_second": 290.323, "eval_steps_per_second": 4.568, "step": 666 }, { "epoch": 3.0, "grad_norm": 93.031494140625, "learning_rate": 3.33667000333667e-05, "loss": 0.0953, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8954666666666666, "eval_loss": 0.3837841749191284, "eval_runtime": 12.3617, "eval_samples_per_second": 303.356, "eval_steps_per_second": 4.773, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.7991158962249756, "learning_rate": 2.7811144477811146e-05, "loss": 0.0434, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8962666666666667, "eval_loss": 0.3949366509914398, "eval_runtime": 12.5444, "eval_samples_per_second": 298.938, "eval_steps_per_second": 4.703, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.06619105488061905, "learning_rate": 2.225558892225559e-05, "loss": 0.0205, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9010666666666667, "eval_loss": 0.3665838837623596, "eval_runtime": 12.2862, "eval_samples_per_second": 305.221, "eval_steps_per_second": 4.802, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.26458877325057983, "learning_rate": 1.6700033366700034e-05, "loss": 0.0069, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9149333333333334, "eval_loss": 0.3754335939884186, "eval_runtime": 12.4282, "eval_samples_per_second": 301.734, "eval_steps_per_second": 4.747, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.0005714398575946689, "learning_rate": 1.1144477811144478e-05, "loss": 0.0013, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9232, "eval_loss": 0.3358309864997864, "eval_runtime": 12.3888, "eval_samples_per_second": 302.693, "eval_steps_per_second": 4.762, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.00271156569942832, "learning_rate": 5.5889222555889224e-06, "loss": 0.0002, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9237333333333333, "eval_loss": 0.33527520298957825, "eval_runtime": 12.6485, "eval_samples_per_second": 296.478, "eval_steps_per_second": 4.665, "step": 2664 }, { "epoch": 9.0, "grad_norm": 0.004779680632054806, "learning_rate": 3.3366700033366706e-08, "loss": 0.0001, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.9258666666666666, "eval_loss": 0.3424842059612274, "eval_runtime": 12.6044, "eval_samples_per_second": 297.516, "eval_steps_per_second": 4.681, "step": 2997 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 1.482671885603328e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }