{ "best_metric": 0.8549333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0116/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 44.548248291015625, "learning_rate": 9e-05, "loss": 0.8992, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8338666666666666, "eval_loss": 0.5619867444038391, "eval_runtime": 6.4734, "eval_samples_per_second": 579.295, "eval_steps_per_second": 9.114, "step": 333 }, { "epoch": 2.0, "grad_norm": 82.8205337524414, "learning_rate": 9e-05, "loss": 0.3762, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8346666666666667, "eval_loss": 0.5616526007652283, "eval_runtime": 6.5503, "eval_samples_per_second": 572.493, "eval_steps_per_second": 9.007, "step": 666 }, { "epoch": 3.0, "grad_norm": 3.6574699878692627, "learning_rate": 9e-05, "loss": 0.2428, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8282666666666667, "eval_loss": 0.5956273674964905, "eval_runtime": 6.659, "eval_samples_per_second": 563.148, "eval_steps_per_second": 8.86, "step": 999 }, { "epoch": 4.0, "grad_norm": 10.001331329345703, "learning_rate": 9e-05, "loss": 0.1786, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8354666666666667, "eval_loss": 0.673226535320282, "eval_runtime": 6.8732, "eval_samples_per_second": 545.595, "eval_steps_per_second": 8.584, "step": 1332 }, { "epoch": 5.0, "grad_norm": 1.8949676752090454, "learning_rate": 9e-05, "loss": 0.1542, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8472, "eval_loss": 0.5969272255897522, "eval_runtime": 6.1971, "eval_samples_per_second": 605.121, "eval_steps_per_second": 9.521, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.10336077213287354, "learning_rate": 9e-05, "loss": 0.1352, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8549333333333333, "eval_loss": 0.5846278667449951, "eval_runtime": 6.3262, "eval_samples_per_second": 592.771, "eval_steps_per_second": 9.326, "step": 1998 } ], "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }