{ "best_metric": 0.9461333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0201/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": 0.9638573527336121, "learning_rate": 3e-05, "loss": 1.2022, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9285333333333333, "eval_loss": 0.3046490550041199, "eval_runtime": 8.9246, "eval_samples_per_second": 420.187, "eval_steps_per_second": 6.611, "step": 333 }, { "epoch": 2.0, "grad_norm": 9.934065818786621, "learning_rate": 3e-05, "loss": 0.1738, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9386666666666666, "eval_loss": 0.21978728473186493, "eval_runtime": 7.2048, "eval_samples_per_second": 520.489, "eval_steps_per_second": 8.189, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.4749391973018646, "learning_rate": 3e-05, "loss": 0.0711, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9378666666666666, "eval_loss": 0.21729663014411926, "eval_runtime": 6.8978, "eval_samples_per_second": 543.648, "eval_steps_per_second": 8.553, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.036638252437114716, "learning_rate": 3e-05, "loss": 0.0329, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.944, "eval_loss": 0.2027207463979721, "eval_runtime": 6.8958, "eval_samples_per_second": 543.813, "eval_steps_per_second": 8.556, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.02701728232204914, "learning_rate": 3e-05, "loss": 0.017, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9405333333333333, "eval_loss": 0.21887874603271484, "eval_runtime": 6.9194, "eval_samples_per_second": 541.958, "eval_steps_per_second": 8.527, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.679091215133667, "learning_rate": 3e-05, "loss": 0.0089, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9461333333333334, "eval_loss": 0.22340188920497894, "eval_runtime": 6.9192, "eval_samples_per_second": 541.97, "eval_steps_per_second": 8.527, "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 }