{ "best_metric": 0.9392, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0578/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": 0.6746072173118591, "learning_rate": 3e-05, "loss": 1.166, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9274666666666667, "eval_loss": 0.3021855652332306, "eval_runtime": 12.3887, "eval_samples_per_second": 302.696, "eval_steps_per_second": 4.762, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.2053106278181076, "learning_rate": 3e-05, "loss": 0.1787, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9322666666666667, "eval_loss": 0.24098815023899078, "eval_runtime": 11.8847, "eval_samples_per_second": 315.531, "eval_steps_per_second": 4.964, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.06273005157709122, "learning_rate": 3e-05, "loss": 0.0842, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.932, "eval_loss": 0.2299923151731491, "eval_runtime": 12.6959, "eval_samples_per_second": 295.372, "eval_steps_per_second": 4.647, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.07098501175642014, "learning_rate": 3e-05, "loss": 0.0438, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9341333333333334, "eval_loss": 0.24950742721557617, "eval_runtime": 12.4915, "eval_samples_per_second": 300.205, "eval_steps_per_second": 4.723, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.0565139539539814, "learning_rate": 3e-05, "loss": 0.0258, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9352, "eval_loss": 0.2574763298034668, "eval_runtime": 12.7223, "eval_samples_per_second": 294.757, "eval_steps_per_second": 4.638, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.28586670756340027, "learning_rate": 3e-05, "loss": 0.018, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9392, "eval_loss": 0.2564932703971863, "eval_runtime": 12.1195, "eval_samples_per_second": 309.419, "eval_steps_per_second": 4.868, "step": 1998 } ], "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": false }, "attributes": {} } }, "total_flos": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }