{ "best_metric": 0.9173333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0457/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": 0.07800160348415375, "learning_rate": 0.00047524221697560476, "loss": 0.736, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7826666666666666, "eval_loss": 0.7545227408409119, "eval_runtime": 5.846, "eval_samples_per_second": 641.47, "eval_steps_per_second": 10.092, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.18772074580192566, "learning_rate": 0.0004058724504646834, "loss": 0.3908, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8445333333333334, "eval_loss": 0.5308092832565308, "eval_runtime": 5.7654, "eval_samples_per_second": 650.43, "eval_steps_per_second": 10.233, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.10216109454631805, "learning_rate": 0.0003056302334890786, "loss": 0.2277, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8658666666666667, "eval_loss": 0.46406376361846924, "eval_runtime": 5.8544, "eval_samples_per_second": 640.54, "eval_steps_per_second": 10.078, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.016328074038028717, "learning_rate": 0.00019436976651092142, "loss": 0.1159, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8850666666666667, "eval_loss": 0.43373844027519226, "eval_runtime": 5.8699, "eval_samples_per_second": 638.853, "eval_steps_per_second": 10.051, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.005870298016816378, "learning_rate": 9.412754953531663e-05, "loss": 0.0403, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9112, "eval_loss": 0.34586405754089355, "eval_runtime": 5.8332, "eval_samples_per_second": 642.87, "eval_steps_per_second": 10.114, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.005968926008790731, "learning_rate": 2.4757783024395242e-05, "loss": 0.0061, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9173333333333333, "eval_loss": 0.3278957009315491, "eval_runtime": 5.9325, "eval_samples_per_second": 632.112, "eval_steps_per_second": 9.945, "step": 1998 } ], "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": false }, "attributes": {} } }, "total_flos": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }